warning: commands will be executed using /bin/sh
job 937 at Thu Sep  5 17:31:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08292013_reo/gatsby140_08292013_reo
ElecNo	7
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 1671503 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 557167 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 29404 members 
Mstep: Class 3 contains 29266 members 
Mstep: Class 4 contains 29174 members 
Mstep: Class 5 contains 29335 members 
Mstep: Class 6 contains 29491 members 
Mstep: Class 7 contains 29025 members 
Mstep: Class 8 contains 29386 members 
Mstep: Class 9 contains 29277 members 
Mstep: Class 10 contains 29389 members 
Mstep: Class 11 contains 29247 members 
Mstep: Class 12 contains 29171 members 
Mstep: Class 13 contains 29413 members 
Mstep: Class 14 contains 29406 members 
Mstep: Class 15 contains 29466 members 
Mstep: Class 16 contains 29201 members 
Mstep: Class 17 contains 29361 members 
Mstep: Class 18 contains 29251 members 
Mstep: Class 19 contains 29203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 653.653259 but Gain 2149.972656
Score: -51188284.000000 Penalty: 38699.566406
Iteration 0F: 19 clusters Score -5.118828e+07 nChanged 523641
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 24614 members 
Mstep: Class 3 contains 34256 members 
Mstep: Class 4 contains 19603 members 
Mstep: Class 5 contains 26095 members 
Mstep: Class 6 contains 33477 members 
Mstep: Class 7 contains 41728 members 
Mstep: Class 8 contains 18980 members 
Mstep: Class 9 contains 62671 members 
Mstep: Class 10 contains 28726 members 
Mstep: Class 11 contains 43774 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 17362 members 
Mstep: Class 14 contains 32310 members 
Mstep: Class 15 contains 38133 members 
Mstep: Class 16 contains 20052 members 
Mstep: Class 17 contains 30852 members 
Mstep: Class 18 contains 42418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53205196.000000 Penalty: 38699.566406
Iteration 1F: 19 clusters Score -5.32052e+07 nChanged 227343
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 15909 members 
Mstep: Class 3 contains 33872 members 
Mstep: Class 4 contains 13019 members 
Mstep: Class 5 contains 26353 members 
Mstep: Class 6 contains 21140 members 
Mstep: Class 7 contains 43515 members 
Mstep: Class 8 contains 14901 members 
Mstep: Class 9 contains 88394 members 
Mstep: Class 10 contains 27032 members 
Mstep: Class 11 contains 61287 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 8179 members 
Mstep: Class 14 contains 43908 members 
Mstep: Class 15 contains 50519 members 
Mstep: Class 16 contains 12609 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 31796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53844784.000000 Penalty: 38699.566406
Iteration 2F: 19 clusters Score -5.384478e+07 nChanged 153666
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 13651 members 
Mstep: Class 3 contains 41304 members 
Mstep: Class 4 contains 12796 members 
Mstep: Class 5 contains 25368 members 
Mstep: Class 6 contains 13529 members 
Mstep: Class 7 contains 45886 members 
Mstep: Class 8 contains 15796 members 
Mstep: Class 9 contains 97717 members 
Mstep: Class 10 contains 21785 members 
Mstep: Class 11 contains 80943 members 
Mstep: Class 12 contains 19085 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 40944 members 
Mstep: Class 15 contains 44980 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 26282 members 
Mstep: Class 18 contains 23655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54131432.000000 Penalty: 38699.566406
Iteration 3F: 19 clusters Score -5.413143e+07 nChanged 113943
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 47465 members 
Mstep: Class 4 contains 12856 members 
Mstep: Class 5 contains 23917 members 
Mstep: Class 6 contains 12106 members 
Mstep: Class 7 contains 47096 members 
Mstep: Class 8 contains 15558 members 
Mstep: Class 9 contains 96761 members 
Mstep: Class 10 contains 17018 members 
Mstep: Class 11 contains 106946 members 
Mstep: Class 12 contains 20088 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 34357 members 
Mstep: Class 15 contains 35165 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 24561 members 
Mstep: Class 18 contains 20230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54342124.000000 Penalty: 38699.566406
Iteration 4F: 19 clusters Score -5.434212e+07 nChanged 85320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 50645 members 
Mstep: Class 4 contains 12620 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 12621 members 
Mstep: Class 7 contains 46574 members 
Mstep: Class 8 contains 14645 members 
Mstep: Class 9 contains 88146 members 
Mstep: Class 10 contains 12154 members 
Mstep: Class 11 contains 132023 members 
Mstep: Class 12 contains 20937 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 33017 members 
Mstep: Class 15 contains 27214 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 20161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54502020.000000 Penalty: 38699.566406
Iteration 5F: 19 clusters Score -5.450202e+07 nChanged 61731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 12848 members 
Mstep: Class 3 contains 50417 members 
Mstep: Class 4 contains 13303 members 
Mstep: Class 5 contains 22393 members 
Mstep: Class 6 contains 13089 members 
Mstep: Class 7 contains 44406 members 
Mstep: Class 8 contains 13611 members 
Mstep: Class 9 contains 81799 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 144689 members 
Mstep: Class 12 contains 23094 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 33076 members 
Mstep: Class 15 contains 25645 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 17 contains 18293 members 
Mstep: Class 18 contains 21965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54628132.000000 Penalty: 38699.566406
Iteration 6F: 19 clusters Score -5.462813e+07 nChanged 45035
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 13340 members 
Mstep: Class 3 contains 49260 members 
Mstep: Class 4 contains 13309 members 
Mstep: Class 5 contains 22867 members 
Mstep: Class 6 contains 13055 members 
Mstep: Class 7 contains 42819 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 80269 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 149469 members 
Mstep: Class 12 contains 25983 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 33525 members 
Mstep: Class 15 contains 25001 members 
Mstep: Class 16 contains 7820 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 23172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54686480.000000 Penalty: 38699.566406
Iteration 7F: 19 clusters Score -5.468648e+07 nChanged 34251
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 13148 members 
Mstep: Class 3 contains 47805 members 
Mstep: Class 4 contains 13026 members 
Mstep: Class 5 contains 22586 members 
Mstep: Class 6 contains 12543 members 
Mstep: Class 7 contains 42272 members 
Mstep: Class 8 contains 11963 members 
Mstep: Class 9 contains 79924 members 
Mstep: Class 10 contains 6471 members 
Mstep: Class 11 contains 151371 members 
Mstep: Class 12 contains 29237 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 34700 members 
Mstep: Class 15 contains 24445 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 13974 members 
Mstep: Class 18 contains 24032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54714036.000000 Penalty: 38699.566406
Iteration 8F: 19 clusters Score -5.471404e+07 nChanged 27956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 12599 members 
Mstep: Class 3 contains 46569 members 
Mstep: Class 4 contains 12744 members 
Mstep: Class 5 contains 21227 members 
Mstep: Class 6 contains 11877 members 
Mstep: Class 7 contains 41949 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 79669 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 151628 members 
Mstep: Class 12 contains 32957 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 36632 members 
Mstep: Class 15 contains 23925 members 
Mstep: Class 16 contains 7731 members 
Mstep: Class 17 contains 12843 members 
Mstep: Class 18 contains 24768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54733256.000000 Penalty: 38699.566406
Iteration 9F: 19 clusters Score -5.473326e+07 nChanged 23320
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 45670 members 
Mstep: Class 4 contains 12585 members 
Mstep: Class 5 contains 19898 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 41604 members 
Mstep: Class 8 contains 10616 members 
Mstep: Class 9 contains 79450 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 150910 members 
Mstep: Class 12 contains 36616 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 39102 members 
Mstep: Class 15 contains 23450 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 11981 members 
Mstep: Class 18 contains 25447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54748652.000000 Penalty: 38699.566406
Iteration 10Q: 19 clusters Score -5.474865e+07 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 11432 members 
Mstep: Class 3 contains 45026 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 19223 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 41127 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 79274 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 149419 members 
Mstep: Class 12 contains 39784 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 41853 members 
Mstep: Class 15 contains 23088 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 11285 members 
Mstep: Class 18 contains 26014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54760576.000000 Penalty: 38699.566406
Iteration 11Q: 19 clusters Score -5.476058e+07 nChanged 16921
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 44488 members 
Mstep: Class 4 contains 12475 members 
Mstep: Class 5 contains 18846 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 40436 members 
Mstep: Class 8 contains 9785 members 
Mstep: Class 9 contains 79147 members 
Mstep: Class 10 contains 7305 members 
Mstep: Class 11 contains 147645 members 
Mstep: Class 12 contains 42672 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 44630 members 
Mstep: Class 15 contains 22838 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 10652 members 
Mstep: Class 18 contains 26355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54770428.000000 Penalty: 38699.566406
Iteration 12Q: 19 clusters Score -5.477043e+07 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 43994 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 18631 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 39583 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 79031 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 145771 members 
Mstep: Class 12 contains 45373 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 47337 members 
Mstep: Class 15 contains 22607 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 26575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54779644.000000 Penalty: 38699.566406
Iteration 13Q: 19 clusters Score -5.477964e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 10619 members 
Mstep: Class 3 contains 43599 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 18432 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 38601 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 78917 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 144039 members 
Mstep: Class 12 contains 47678 members 
Mstep: Class 13 contains 7007 members 
Mstep: Class 14 contains 49946 members 
Mstep: Class 15 contains 22282 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 9487 members 
Mstep: Class 18 contains 26665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54787864.000000 Penalty: 38699.566406
Iteration 14Q: 19 clusters Score -5.478786e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 10688 members 
Mstep: Class 3 contains 43347 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 18166 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 37606 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 78769 members 
Mstep: Class 10 contains 7295 members 
Mstep: Class 11 contains 142510 members 
Mstep: Class 12 contains 49673 members 
Mstep: Class 13 contains 7384 members 
Mstep: Class 14 contains 52411 members 
Mstep: Class 15 contains 21878 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 26702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54793968.000000 Penalty: 38699.566406
Iteration 15Q: 19 clusters Score -5.479397e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 10766 members 
Mstep: Class 3 contains 43150 members 
Mstep: Class 4 contains 12733 members 
Mstep: Class 5 contains 17894 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 36616 members 
Mstep: Class 8 contains 8792 members 
Mstep: Class 9 contains 78594 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 141034 members 
Mstep: Class 12 contains 51481 members 
Mstep: Class 13 contains 7703 members 
Mstep: Class 14 contains 54883 members 
Mstep: Class 15 contains 21369 members 
Mstep: Class 16 contains 7646 members 
Mstep: Class 17 contains 8495 members 
Mstep: Class 18 contains 26688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54799712.000000 Penalty: 38699.566406
Iteration 16Q: 19 clusters Score -5.479971e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 42928 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 17682 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 35668 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 78440 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 139561 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 7956 members 
Mstep: Class 14 contains 57302 members 
Mstep: Class 15 contains 20792 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 8158 members 
Mstep: Class 18 contains 26714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54804116.000000 Penalty: 38699.566406
Iteration 17Q: 19 clusters Score -5.480412e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 42680 members 
Mstep: Class 4 contains 12970 members 
Mstep: Class 5 contains 17527 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 34796 members 
Mstep: Class 8 contains 8624 members 
Mstep: Class 9 contains 78305 members 
Mstep: Class 10 contains 7009 members 
Mstep: Class 11 contains 138202 members 
Mstep: Class 12 contains 54493 members 
Mstep: Class 13 contains 8157 members 
Mstep: Class 14 contains 59707 members 
Mstep: Class 15 contains 20064 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 7853 members 
Mstep: Class 18 contains 26747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54806944.000000 Penalty: 38699.566406
Iteration 18Q: 19 clusters Score -5.480694e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 42324 members 
Mstep: Class 4 contains 13134 members 
Mstep: Class 5 contains 17396 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 34075 members 
Mstep: Class 8 contains 8611 members 
Mstep: Class 9 contains 78164 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 136878 members 
Mstep: Class 12 contains 55795 members 
Mstep: Class 13 contains 8346 members 
Mstep: Class 14 contains 62040 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 26820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54809428.000000 Penalty: 38699.566406
Iteration 19Q: 19 clusters Score -5.480943e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 10454 members 
Mstep: Class 3 contains 41961 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 17330 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 7 contains 33422 members 
Mstep: Class 8 contains 8622 members 
Mstep: Class 9 contains 78003 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 11 contains 135606 members 
Mstep: Class 12 contains 56983 members 
Mstep: Class 13 contains 8516 members 
Mstep: Class 14 contains 64281 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 7305 members 
Mstep: Class 18 contains 26868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54812184.000000 Penalty: 38699.566406
Iteration 20F: 19 clusters Score -5.481218e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 10354 members 
Mstep: Class 3 contains 41624 members 
Mstep: Class 4 contains 13448 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 8651 members 
Mstep: Class 7 contains 32866 members 
Mstep: Class 8 contains 8584 members 
Mstep: Class 9 contains 77835 members 
Mstep: Class 10 contains 7146 members 
Mstep: Class 11 contains 134278 members 
Mstep: Class 12 contains 57976 members 
Mstep: Class 13 contains 8753 members 
Mstep: Class 14 contains 66606 members 
Mstep: Class 15 contains 17774 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 7161 members 
Mstep: Class 18 contains 26968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54814572.000000 Penalty: 38699.566406
Iteration 21Q: 19 clusters Score -5.481457e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10264 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 13648 members 
Mstep: Class 5 contains 17317 members 
Mstep: Class 6 contains 8584 members 
Mstep: Class 7 contains 32434 members 
Mstep: Class 8 contains 8553 members 
Mstep: Class 9 contains 77676 members 
Mstep: Class 10 contains 7231 members 
Mstep: Class 11 contains 132901 members 
Mstep: Class 12 contains 58770 members 
Mstep: Class 13 contains 8959 members 
Mstep: Class 14 contains 68922 members 
Mstep: Class 15 contains 17110 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 6968 members 
Mstep: Class 18 contains 27022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54816936.000000 Penalty: 38699.566406
Iteration 22Q: 19 clusters Score -5.481694e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 10208 members 
Mstep: Class 3 contains 40877 members 
Mstep: Class 4 contains 13862 members 
Mstep: Class 5 contains 17310 members 
Mstep: Class 6 contains 8519 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 8551 members 
Mstep: Class 9 contains 77539 members 
Mstep: Class 10 contains 7316 members 
Mstep: Class 11 contains 131452 members 
Mstep: Class 12 contains 59428 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 14 contains 71170 members 
Mstep: Class 15 contains 16605 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 27055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54819672.000000 Penalty: 38699.566406
Iteration 23Q: 19 clusters Score -5.481967e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 10177 members 
Mstep: Class 3 contains 40505 members 
Mstep: Class 4 contains 14099 members 
Mstep: Class 5 contains 17285 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 31741 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 77417 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 129823 members 
Mstep: Class 12 contains 59962 members 
Mstep: Class 13 contains 9274 members 
Mstep: Class 14 contains 73313 members 
Mstep: Class 15 contains 16404 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 27075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54823072.000000 Penalty: 38699.566406
Iteration 24Q: 19 clusters Score -5.482307e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 40129 members 
Mstep: Class 4 contains 14323 members 
Mstep: Class 5 contains 17288 members 
Mstep: Class 6 contains 8411 members 
Mstep: Class 7 contains 31425 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 77330 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 127955 members 
Mstep: Class 12 contains 60405 members 
Mstep: Class 13 contains 9409 members 
Mstep: Class 14 contains 75003 members 
Mstep: Class 15 contains 16862 members 
Mstep: Class 16 contains 7189 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 27082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54826308.000000 Penalty: 38699.566406
Iteration 25Q: 19 clusters Score -5.482631e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10135 members 
Mstep: Class 3 contains 39784 members 
Mstep: Class 4 contains 14543 members 
Mstep: Class 5 contains 17291 members 
Mstep: Class 6 contains 8374 members 
Mstep: Class 7 contains 31163 members 
Mstep: Class 8 contains 8527 members 
Mstep: Class 9 contains 77238 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 11 contains 126040 members 
Mstep: Class 12 contains 60799 members 
Mstep: Class 13 contains 9569 members 
Mstep: Class 14 contains 76240 members 
Mstep: Class 15 contains 17755 members 
Mstep: Class 16 contains 7131 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 27099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54828216.000000 Penalty: 38699.566406
Iteration 26Q: 19 clusters Score -5.482822e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10148 members 
Mstep: Class 3 contains 39442 members 
Mstep: Class 4 contains 14767 members 
Mstep: Class 5 contains 17296 members 
Mstep: Class 6 contains 8363 members 
Mstep: Class 7 contains 30929 members 
Mstep: Class 8 contains 8517 members 
Mstep: Class 9 contains 77166 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 124153 members 
Mstep: Class 12 contains 61172 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 77288 members 
Mstep: Class 15 contains 18719 members 
Mstep: Class 16 contains 7067 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 27161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54829484.000000 Penalty: 38699.566406
Iteration 27Q: 19 clusters Score -5.482948e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10136 members 
Mstep: Class 3 contains 39119 members 
Mstep: Class 4 contains 14995 members 
Mstep: Class 5 contains 17310 members 
Mstep: Class 6 contains 8347 members 
Mstep: Class 7 contains 30688 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 77101 members 
Mstep: Class 10 contains 7887 members 
Mstep: Class 11 contains 122361 members 
Mstep: Class 12 contains 61532 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 78221 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 7004 members 
Mstep: Class 17 contains 5957 members 
Mstep: Class 18 contains 27259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54830460.000000 Penalty: 38699.566406
Iteration 28Q: 19 clusters Score -5.483046e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 38792 members 
Mstep: Class 4 contains 15230 members 
Mstep: Class 5 contains 17318 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 30440 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 77061 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 120697 members 
Mstep: Class 12 contains 61865 members 
Mstep: Class 13 contains 9848 members 
Mstep: Class 14 contains 79053 members 
Mstep: Class 15 contains 20541 members 
Mstep: Class 16 contains 6935 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 18 contains 27385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54831544.000000 Penalty: 38699.566406
Iteration 29Q: 19 clusters Score -5.483154e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 38437 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 30219 members 
Mstep: Class 8 contains 8500 members 
Mstep: Class 9 contains 77014 members 
Mstep: Class 10 contains 8080 members 
Mstep: Class 11 contains 119182 members 
Mstep: Class 12 contains 62161 members 
Mstep: Class 13 contains 9927 members 
Mstep: Class 14 contains 79774 members 
Mstep: Class 15 contains 21327 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 27539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54832376.000000 Penalty: 38699.566406
Iteration 30Q: 19 clusters Score -5.483238e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 38078 members 
Mstep: Class 4 contains 15652 members 
Mstep: Class 5 contains 17355 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 30022 members 
Mstep: Class 8 contains 8456 members 
Mstep: Class 9 contains 76964 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 11 contains 117788 members 
Mstep: Class 12 contains 62431 members 
Mstep: Class 13 contains 9986 members 
Mstep: Class 14 contains 80475 members 
Mstep: Class 15 contains 21996 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 5659 members 
Mstep: Class 18 contains 27742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54832976.000000 Penalty: 38699.566406
Iteration 31Q: 19 clusters Score -5.483298e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 37714 members 
Mstep: Class 4 contains 15889 members 
Mstep: Class 5 contains 17385 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 29795 members 
Mstep: Class 8 contains 8421 members 
Mstep: Class 9 contains 76918 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 116515 members 
Mstep: Class 12 contains 62663 members 
Mstep: Class 13 contains 10061 members 
Mstep: Class 14 contains 81113 members 
Mstep: Class 15 contains 22576 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 27944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54834088.000000 Penalty: 38699.566406
Iteration 32Q: 19 clusters Score -5.483409e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10865 members 
Mstep: Class 3 contains 37303 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 17420 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 29567 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 76882 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 115337 members 
Mstep: Class 12 contains 62877 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 81694 members 
Mstep: Class 15 contains 23117 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 28157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54835384.000000 Penalty: 38699.566406
Iteration 33Q: 19 clusters Score -5.483538e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 36961 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 17465 members 
Mstep: Class 6 contains 8296 members 
Mstep: Class 7 contains 29387 members 
Mstep: Class 8 contains 8284 members 
Mstep: Class 9 contains 76852 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 114213 members 
Mstep: Class 12 contains 63039 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 82286 members 
Mstep: Class 15 contains 23553 members 
Mstep: Class 16 contains 6549 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 28361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54836608.000000 Penalty: 38699.566406
Iteration 34Q: 19 clusters Score -5.483661e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 36706 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 17497 members 
Mstep: Class 6 contains 8315 members 
Mstep: Class 7 contains 29218 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 76810 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 11 contains 113171 members 
Mstep: Class 12 contains 63168 members 
Mstep: Class 13 contains 10224 members 
Mstep: Class 14 contains 82841 members 
Mstep: Class 15 contains 23940 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 28564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54837968.000000 Penalty: 38699.566406
Iteration 35Q: 19 clusters Score -5.483797e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 36551 members 
Mstep: Class 4 contains 16553 members 
Mstep: Class 5 contains 17539 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 28978 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 76773 members 
Mstep: Class 10 contains 8298 members 
Mstep: Class 11 contains 112229 members 
Mstep: Class 12 contains 63300 members 
Mstep: Class 13 contains 10262 members 
Mstep: Class 14 contains 83364 members 
Mstep: Class 15 contains 24260 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 28749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54839368.000000 Penalty: 38699.566406
Iteration 36Q: 19 clusters Score -5.483937e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11657 members 
Mstep: Class 3 contains 36425 members 
Mstep: Class 4 contains 16762 members 
Mstep: Class 5 contains 17579 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 28713 members 
Mstep: Class 8 contains 8002 members 
Mstep: Class 9 contains 76733 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 111391 members 
Mstep: Class 12 contains 63408 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 83829 members 
Mstep: Class 15 contains 24544 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 5491 members 
Mstep: Class 18 contains 28936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54840584.000000 Penalty: 38699.566406
Iteration 37Q: 19 clusters Score -5.484058e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 36286 members 
Mstep: Class 4 contains 17020 members 
Mstep: Class 5 contains 17626 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 7 contains 28496 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 76696 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 110555 members 
Mstep: Class 12 contains 63454 members 
Mstep: Class 13 contains 10277 members 
Mstep: Class 14 contains 84327 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 6275 members 
Mstep: Class 17 contains 5577 members 
Mstep: Class 18 contains 29085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54841264.000000 Penalty: 38699.566406
Iteration 38Q: 19 clusters Score -5.484126e+07 nChanged 3243
Entering ConstructFrom: 
Score: -54841264.000000 Penalty: 38699.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -1003944.437500 Penalty: 1502.160645
	Iteration 0F: 2 clusters Score -1003944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -996545.000000 Penalty: 3004.321289
	Iteration 0F: 3 clusters Score -996545 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -999335.187500 Penalty: 3004.321289
	Iteration 1F: 3 clusters Score -999335.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1000541.500000 Penalty: 3004.321289
	Iteration 2F: 3 clusters Score -1000542 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1002029.937500 Penalty: 3004.321289
	Iteration 3F: 3 clusters Score -1002030 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1003521.437500 Penalty: 3004.321289
	Iteration 4F: 3 clusters Score -1003521 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1004682.125000 Penalty: 3004.321289
	Iteration 5F: 3 clusters Score -1004682 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1005279.562500 Penalty: 3004.321289
	Iteration 6F: 3 clusters Score -1005280 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1005527.875000 Penalty: 3004.321289
	Iteration 7Q: 3 clusters Score -1005528 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1005663.937500 Penalty: 3004.321289
	Iteration 8Q: 3 clusters Score -1005664 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1005770.500000 Penalty: 3004.321289
	Iteration 9Q: 3 clusters Score -1005770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1005859.437500 Penalty: 3004.321289
	Iteration 10Q: 3 clusters Score -1005859 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1005929.125000 Penalty: 3004.321289
	Iteration 11Q: 3 clusters Score -1005929 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1005967.000000 Penalty: 3004.321289
	Iteration 12Q: 3 clusters Score -1005967 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1005993.062500 Penalty: 3004.321289
	Iteration 13Q: 3 clusters Score -1005993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1006007.125000 Penalty: 3004.321289
	Iteration 14Q: 3 clusters Score -1006007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1006009.875000 Penalty: 3004.321289
	Iteration 15Q: 3 clusters Score -1006010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1006016.125000 Penalty: 3004.321289
	Iteration 16Q: 3 clusters Score -1006016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1006018.750000 Penalty: 3004.321289
	Iteration 17Q: 3 clusters Score -1006019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1006018.625000 Penalty: 3004.321289
	Iteration 18Q: 3 clusters Score -1006019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1006025.687500 Penalty: 3004.321289
	Iteration 19Q: 3 clusters Score -1006026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1006030.562500 Penalty: 3004.321289
	Iteration 20F: 3 clusters Score -1006031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1006032.687500 Penalty: 3004.321289
	Iteration 21Q: 3 clusters Score -1006033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1006034.375000 Penalty: 3004.321289
	Iteration 22Q: 3 clusters Score -1006034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1006035.562500 Penalty: 3004.321289
	Iteration 23Q: 3 clusters Score -1006036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1006034.687500 Penalty: 3004.321289
	Iteration 24Q: 3 clusters Score -1006035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1006035.500000 Penalty: 3004.321289
	Iteration 25Q: 3 clusters Score -1006036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1006036.000000 Penalty: 3004.321289
	Iteration 26Q: 3 clusters Score -1006036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1006037.625000 Penalty: 3004.321289
	Iteration 27Q: 3 clusters Score -1006038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1006039.062500 Penalty: 3004.321289
	Iteration 28Q: 3 clusters Score -1006039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1006040.250000 Penalty: 3004.321289
	Iteration 29Q: 3 clusters Score -1006040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1006039.437500 Penalty: 3004.321289
	Iteration 30Q: 3 clusters Score -1006039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1006039.687500 Penalty: 3004.321289
	Iteration 31Q: 3 clusters Score -1006040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1006038.812500 Penalty: 3004.321289
	Iteration 32Q: 3 clusters Score -1006039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1006040.812500 Penalty: 3004.321289
	Iteration 33Q: 3 clusters Score -1006041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1006037.500000 Penalty: 3004.321289
	Iteration 34Q: 3 clusters Score -1006038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1006036.062500 Penalty: 3004.321289
	Iteration 35Q: 3 clusters Score -1006036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1006037.625000 Penalty: 3004.321289
	Iteration 36Q: 3 clusters Score -1006038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1006037.625000 Penalty: 3004.321289
	Iteration 37F: 3 clusters Score -1006038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 36179 members 
Mstep: Class 4 contains 17300 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Entering Unmasked Estep 
Score: -54843140.000000 Penalty: 40849.539062
Splitting cluster 1 changes total score from -54841264.000000 to -54843140.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (11807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Entering Unmasked Estep 
Score: -1206202.875000 Penalty: 1523.672729
	Iteration 0F: 2 clusters Score -1206203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1197833.500000 Penalty: 3047.345459
	Iteration 0F: 3 clusters Score -1197834 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1201142.375000 Penalty: 3047.345459
	Iteration 1F: 3 clusters Score -1201142 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1203132.625000 Penalty: 3047.345459
	Iteration 2F: 3 clusters Score -1203133 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1206649.000000 Penalty: 3047.345459
	Iteration 3F: 3 clusters Score -1206649 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1208485.000000 Penalty: 3047.345459
	Iteration 4F: 3 clusters Score -1208485 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1209525.625000 Penalty: 3047.345459
	Iteration 5F: 3 clusters Score -1209526 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1210058.625000 Penalty: 3047.345459
	Iteration 6Q: 3 clusters Score -1210059 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1210288.375000 Penalty: 3047.345459
	Iteration 7Q: 3 clusters Score -1210288 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1210425.000000 Penalty: 3047.345459
	Iteration 8Q: 3 clusters Score -1210425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1210505.625000 Penalty: 3047.345459
	Iteration 9Q: 3 clusters Score -1210506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1210550.625000 Penalty: 3047.345459
	Iteration 10Q: 3 clusters Score -1210551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1210587.000000 Penalty: 3047.345459
	Iteration 11Q: 3 clusters Score -1210587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1210600.250000 Penalty: 3047.345459
	Iteration 12Q: 3 clusters Score -1210600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1210616.250000 Penalty: 3047.345459
	Iteration 13Q: 3 clusters Score -1210616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1210636.250000 Penalty: 3047.345459
	Iteration 14Q: 3 clusters Score -1210636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1210655.125000 Penalty: 3047.345459
	Iteration 15Q: 3 clusters Score -1210655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1210679.000000 Penalty: 3047.345459
	Iteration 16Q: 3 clusters Score -1210679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1210701.875000 Penalty: 3047.345459
	Iteration 17Q: 3 clusters Score -1210702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1210743.375000 Penalty: 3047.345459
	Iteration 18Q: 3 clusters Score -1210743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1210789.375000 Penalty: 3047.345459
	Iteration 19Q: 3 clusters Score -1210789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1210838.625000 Penalty: 3047.345459
	Iteration 20F: 3 clusters Score -1210839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1210913.375000 Penalty: 3047.345459
	Iteration 21Q: 3 clusters Score -1210913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1211028.375000 Penalty: 3047.345459
	Iteration 22Q: 3 clusters Score -1211028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1211249.000000 Penalty: 3047.345459
	Iteration 23Q: 3 clusters Score -1211249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1211546.875000 Penalty: 3047.345459
	Iteration 24Q: 3 clusters Score -1211547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1211673.875000 Penalty: 3047.345459
	Iteration 25Q: 3 clusters Score -1211674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1211700.625000 Penalty: 3047.345459
	Iteration 26Q: 3 clusters Score -1211701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1211708.875000 Penalty: 3047.345459
	Iteration 27Q: 3 clusters Score -1211709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1211714.250000 Penalty: 3047.345459
	Iteration 28Q: 3 clusters Score -1211714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1211714.625000 Penalty: 3047.345459
	Iteration 29Q: 3 clusters Score -1211715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1211714.625000 Penalty: 3047.345459
	Iteration 30F: 3 clusters Score -1211715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 36179 members 
Mstep: Class 4 contains 17300 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Entering Unmasked Estep 
Score: -54848136.000000 Penalty: 42999.515625
Splitting cluster 2 changes total score from -54841264.000000 to -54848136.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (36179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Entering Unmasked Estep 
Score: -3608010.250000 Penalty: 1705.638062
	Iteration 0F: 2 clusters Score -3608010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3583839.750000 Penalty: 3411.276123
	Iteration 0F: 3 clusters Score -3583840 nChanged 16795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3593677.500000 Penalty: 3411.276123
	Iteration 1F: 3 clusters Score -3593678 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3595301.750000 Penalty: 3411.276123
	Iteration 2F: 3 clusters Score -3595302 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3597257.500000 Penalty: 3411.276123
	Iteration 3F: 3 clusters Score -3597258 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3599396.500000 Penalty: 3411.276123
	Iteration 4F: 3 clusters Score -3599396 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3601861.750000 Penalty: 3411.276123
	Iteration 5F: 3 clusters Score -3601862 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3604432.250000 Penalty: 3411.276123
	Iteration 6F: 3 clusters Score -3604432 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3606729.500000 Penalty: 3411.276123
	Iteration 7F: 3 clusters Score -3606730 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3608710.250000 Penalty: 3411.276123
	Iteration 8F: 3 clusters Score -3608710 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3610286.000000 Penalty: 3411.276123
	Iteration 9Q: 3 clusters Score -3610286 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3611528.750000 Penalty: 3411.276123
	Iteration 10Q: 3 clusters Score -3611529 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3612189.750000 Penalty: 3411.276123
	Iteration 11Q: 3 clusters Score -3612190 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3612426.500000 Penalty: 3411.276123
	Iteration 12Q: 3 clusters Score -3612426 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3612547.500000 Penalty: 3411.276123
	Iteration 13Q: 3 clusters Score -3612548 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3612612.000000 Penalty: 3411.276123
	Iteration 14Q: 3 clusters Score -3612612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3612663.750000 Penalty: 3411.276123
	Iteration 15Q: 3 clusters Score -3612664 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3612689.000000 Penalty: 3411.276123
	Iteration 16Q: 3 clusters Score -3612689 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3612727.500000 Penalty: 3411.276123
	Iteration 17Q: 3 clusters Score -3612728 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3612751.750000 Penalty: 3411.276123
	Iteration 18Q: 3 clusters Score -3612752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3612749.250000 Penalty: 3411.276123
	Iteration 19Q: 3 clusters Score -3612749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3612763.250000 Penalty: 3411.276123
	Iteration 20F: 3 clusters Score -3612763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3612786.750000 Penalty: 3411.276123
	Iteration 21Q: 3 clusters Score -3612787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3612803.750000 Penalty: 3411.276123
	Iteration 22Q: 3 clusters Score -3612804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3612804.000000 Penalty: 3411.276123
	Iteration 23Q: 3 clusters Score -3612804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3612810.250000 Penalty: 3411.276123
	Iteration 24Q: 3 clusters Score -3612810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3612812.250000 Penalty: 3411.276123
	Iteration 25Q: 3 clusters Score -3612812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3612806.750000 Penalty: 3411.276123
	Iteration 26Q: 3 clusters Score -3612807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3612814.750000 Penalty: 3411.276123
	Iteration 27Q: 3 clusters Score -3612815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3612811.250000 Penalty: 3411.276123
	Iteration 28Q: 3 clusters Score -3612811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3612826.500000 Penalty: 3411.276123
	Iteration 29Q: 3 clusters Score -3612826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3612837.750000 Penalty: 3411.276123
	Iteration 30Q: 3 clusters Score -3612838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3612836.250000 Penalty: 3411.276123
	Iteration 31Q: 3 clusters Score -3612836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3612833.500000 Penalty: 3411.276123
	Iteration 32Q: 3 clusters Score -3612834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3612832.000000 Penalty: 3411.276123
	Iteration 33Q: 3 clusters Score -3612832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3612833.000000 Penalty: 3411.276123
	Iteration 34Q: 3 clusters Score -3612833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3612833.000000 Penalty: 3411.276123
	Iteration 35Q: 3 clusters Score -3612833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3612836.250000 Penalty: 3411.276123
	Iteration 36Q: 3 clusters Score -3612836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3612831.750000 Penalty: 3411.276123
	Iteration 37Q: 3 clusters Score -3612832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3612831.750000 Penalty: 3411.276123
	Iteration 38Q: 3 clusters Score -3612832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3612834.250000 Penalty: 3411.276123
	Iteration 39Q: 3 clusters Score -3612834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3612835.250000 Penalty: 3411.276123
	Iteration 40F: 3 clusters Score -3612835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3612838.250000 Penalty: 3411.276123
	Iteration 41Q: 3 clusters Score -3612838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3612836.750000 Penalty: 3411.276123
	Iteration 42Q: 3 clusters Score -3612837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3612836.500000 Penalty: 3411.276123
	Iteration 43Q: 3 clusters Score -3612836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -3612836.750000 Penalty: 3411.276123
	Iteration 44Q: 3 clusters Score -3612837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3612842.500000 Penalty: 3411.276123
	Iteration 45Q: 3 clusters Score -3612842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3612838.500000 Penalty: 3411.276123
	Iteration 46Q: 3 clusters Score -3612838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3612840.500000 Penalty: 3411.276123
	Iteration 47Q: 3 clusters Score -3612840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3612836.500000 Penalty: 3411.276123
	Iteration 48Q: 3 clusters Score -3612836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3612835.000000 Penalty: 3411.276123
	Iteration 49Q: 3 clusters Score -3612835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3612837.000000 Penalty: 3411.276123
	Iteration 50Q: 3 clusters Score -3612837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3612838.000000 Penalty: 3411.276123
	Iteration 51Q: 3 clusters Score -3612838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3612838.000000 Penalty: 3411.276123
	Iteration 52F: 3 clusters Score -3612838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 17300 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Entering Unmasked Estep 
Score: -54852372.000000 Penalty: 45149.492188
Splitting cluster 3 changes total score from -54841264.000000 to -54852372.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -1756359.500000 Penalty: 1585.750122
	Iteration 0F: 2 clusters Score -1756360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1744583.375000 Penalty: 3171.500244
	Iteration 0F: 3 clusters Score -1744583 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1749071.500000 Penalty: 3171.500244
	Iteration 1F: 3 clusters Score -1749072 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1749622.125000 Penalty: 3171.500244
	Iteration 2F: 3 clusters Score -1749622 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1750359.125000 Penalty: 3171.500244
	Iteration 3F: 3 clusters Score -1750359 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1751482.375000 Penalty: 3171.500244
	Iteration 4F: 3 clusters Score -1751482 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1753021.875000 Penalty: 3171.500244
	Iteration 5F: 3 clusters Score -1753022 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1754878.875000 Penalty: 3171.500244
	Iteration 6F: 3 clusters Score -1754879 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1756579.250000 Penalty: 3171.500244
	Iteration 7F: 3 clusters Score -1756579 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1757457.500000 Penalty: 3171.500244
	Iteration 8Q: 3 clusters Score -1757458 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1757907.750000 Penalty: 3171.500244
	Iteration 9Q: 3 clusters Score -1757908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1758081.125000 Penalty: 3171.500244
	Iteration 10Q: 3 clusters Score -1758081 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1758160.625000 Penalty: 3171.500244
	Iteration 11Q: 3 clusters Score -1758161 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1758200.500000 Penalty: 3171.500244
	Iteration 12Q: 3 clusters Score -1758200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1758230.125000 Penalty: 3171.500244
	Iteration 13Q: 3 clusters Score -1758230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1758254.500000 Penalty: 3171.500244
	Iteration 14Q: 3 clusters Score -1758254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1758280.875000 Penalty: 3171.500244
	Iteration 15Q: 3 clusters Score -1758281 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1758299.250000 Penalty: 3171.500244
	Iteration 16Q: 3 clusters Score -1758299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1758315.875000 Penalty: 3171.500244
	Iteration 17Q: 3 clusters Score -1758316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1758321.250000 Penalty: 3171.500244
	Iteration 18Q: 3 clusters Score -1758321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1758329.500000 Penalty: 3171.500244
	Iteration 19Q: 3 clusters Score -1758330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1758340.500000 Penalty: 3171.500244
	Iteration 20F: 3 clusters Score -1758340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1758347.375000 Penalty: 3171.500244
	Iteration 21Q: 3 clusters Score -1758347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1758347.125000 Penalty: 3171.500244
	Iteration 22Q: 3 clusters Score -1758347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1758354.125000 Penalty: 3171.500244
	Iteration 23Q: 3 clusters Score -1758354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1758357.625000 Penalty: 3171.500244
	Iteration 24Q: 3 clusters Score -1758358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1758373.750000 Penalty: 3171.500244
	Iteration 25Q: 3 clusters Score -1758374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1758376.250000 Penalty: 3171.500244
	Iteration 26Q: 3 clusters Score -1758376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1758385.500000 Penalty: 3171.500244
	Iteration 27Q: 3 clusters Score -1758386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1758388.375000 Penalty: 3171.500244
	Iteration 28Q: 3 clusters Score -1758388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1758395.500000 Penalty: 3171.500244
	Iteration 29Q: 3 clusters Score -1758396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1758394.250000 Penalty: 3171.500244
	Iteration 30Q: 3 clusters Score -1758394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1758399.875000 Penalty: 3171.500244
	Iteration 31Q: 3 clusters Score -1758400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1758402.125000 Penalty: 3171.500244
	Iteration 32Q: 3 clusters Score -1758402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1758402.000000 Penalty: 3171.500244
	Iteration 33Q: 3 clusters Score -1758402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1758401.625000 Penalty: 3171.500244
	Iteration 34Q: 3 clusters Score -1758402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1758402.000000 Penalty: 3171.500244
	Iteration 35Q: 3 clusters Score -1758402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1758402.750000 Penalty: 3171.500244
	Iteration 36Q: 3 clusters Score -1758403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1758406.000000 Penalty: 3171.500244
	Iteration 37Q: 3 clusters Score -1758406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1758405.125000 Penalty: 3171.500244
	Iteration 38Q: 3 clusters Score -1758405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1758403.250000 Penalty: 3171.500244
	Iteration 39Q: 3 clusters Score -1758403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1758403.250000 Penalty: 3171.500244
	Iteration 40F: 3 clusters Score -1758403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Entering Unmasked Estep 
Score: -54853940.000000 Penalty: 47299.468750
Splitting cluster 4 changes total score from -54841264.000000 to -54853940.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (17660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Entering Unmasked Estep 
Score: -1753128.250000 Penalty: 1589.096802
	Iteration 0F: 2 clusters Score -1753128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1741015.625000 Penalty: 3178.193604
	Iteration 0F: 3 clusters Score -1741016 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1745645.125000 Penalty: 3178.193604
	Iteration 1F: 3 clusters Score -1745645 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1746416.500000 Penalty: 3178.193604
	Iteration 2F: 3 clusters Score -1746416 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1747452.375000 Penalty: 3178.193604
	Iteration 3F: 3 clusters Score -1747452 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1748584.750000 Penalty: 3178.193604
	Iteration 4F: 3 clusters Score -1748585 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1749661.375000 Penalty: 3178.193604
	Iteration 5F: 3 clusters Score -1749661 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1750558.875000 Penalty: 3178.193604
	Iteration 6F: 3 clusters Score -1750559 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1751265.625000 Penalty: 3178.193604
	Iteration 7F: 3 clusters Score -1751266 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1751751.625000 Penalty: 3178.193604
	Iteration 8Q: 3 clusters Score -1751752 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1752038.250000 Penalty: 3178.193604
	Iteration 9Q: 3 clusters Score -1752038 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1752204.750000 Penalty: 3178.193604
	Iteration 10Q: 3 clusters Score -1752205 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1752346.500000 Penalty: 3178.193604
	Iteration 11Q: 3 clusters Score -1752346 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1752463.625000 Penalty: 3178.193604
	Iteration 12Q: 3 clusters Score -1752464 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1752536.375000 Penalty: 3178.193604
	Iteration 13Q: 3 clusters Score -1752536 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1752599.500000 Penalty: 3178.193604
	Iteration 14Q: 3 clusters Score -1752600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1752636.875000 Penalty: 3178.193604
	Iteration 15Q: 3 clusters Score -1752637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1752664.375000 Penalty: 3178.193604
	Iteration 16Q: 3 clusters Score -1752664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1752693.000000 Penalty: 3178.193604
	Iteration 17Q: 3 clusters Score -1752693 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1752714.125000 Penalty: 3178.193604
	Iteration 18Q: 3 clusters Score -1752714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1752729.625000 Penalty: 3178.193604
	Iteration 19Q: 3 clusters Score -1752730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1752735.250000 Penalty: 3178.193604
	Iteration 20F: 3 clusters Score -1752735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1752738.750000 Penalty: 3178.193604
	Iteration 21Q: 3 clusters Score -1752739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1752745.625000 Penalty: 3178.193604
	Iteration 22Q: 3 clusters Score -1752746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1752751.375000 Penalty: 3178.193604
	Iteration 23Q: 3 clusters Score -1752751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1752750.375000 Penalty: 3178.193604
	Iteration 24Q: 3 clusters Score -1752750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1752756.750000 Penalty: 3178.193604
	Iteration 25Q: 3 clusters Score -1752757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1752761.375000 Penalty: 3178.193604
	Iteration 26Q: 3 clusters Score -1752761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1752762.375000 Penalty: 3178.193604
	Iteration 27Q: 3 clusters Score -1752762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1752763.500000 Penalty: 3178.193604
	Iteration 28Q: 3 clusters Score -1752764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1752766.625000 Penalty: 3178.193604
	Iteration 29Q: 3 clusters Score -1752767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1752765.375000 Penalty: 3178.193604
	Iteration 30Q: 3 clusters Score -1752765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1752770.500000 Penalty: 3178.193604
	Iteration 31Q: 3 clusters Score -1752770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1752772.500000 Penalty: 3178.193604
	Iteration 32Q: 3 clusters Score -1752772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1752774.625000 Penalty: 3178.193604
	Iteration 33Q: 3 clusters Score -1752775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1752779.250000 Penalty: 3178.193604
	Iteration 34Q: 3 clusters Score -1752779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1752778.375000 Penalty: 3178.193604
	Iteration 35Q: 3 clusters Score -1752778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1752782.250000 Penalty: 3178.193604
	Iteration 36Q: 3 clusters Score -1752782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1752781.875000 Penalty: 3178.193604
	Iteration 37Q: 3 clusters Score -1752782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1752784.000000 Penalty: 3178.193604
	Iteration 38Q: 3 clusters Score -1752784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1752782.625000 Penalty: 3178.193604
	Iteration 39Q: 3 clusters Score -1752783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1752782.875000 Penalty: 3178.193604
	Iteration 40F: 3 clusters Score -1752783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1752784.375000 Penalty: 3178.193604
	Iteration 41Q: 3 clusters Score -1752784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1752783.625000 Penalty: 3178.193604
	Iteration 42Q: 3 clusters Score -1752784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1752783.250000 Penalty: 3178.193604
	Iteration 43Q: 3 clusters Score -1752783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1752787.625000 Penalty: 3178.193604
	Iteration 44Q: 3 clusters Score -1752788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1752784.375000 Penalty: 3178.193604
	Iteration 45Q: 3 clusters Score -1752784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1752787.000000 Penalty: 3178.193604
	Iteration 46Q: 3 clusters Score -1752787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1752784.250000 Penalty: 3178.193604
	Iteration 47Q: 3 clusters Score -1752784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1752784.000000 Penalty: 3178.193604
	Iteration 48Q: 3 clusters Score -1752784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1752784.000000 Penalty: 3178.193604
	Iteration 49F: 3 clusters Score -1752784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -696115.937500 Penalty: 1467.533325
	Iteration 0F: 2 clusters Score -696115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -690192.750000 Penalty: 2935.066650
	Iteration 0F: 3 clusters Score -690192.8 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -693539.937500 Penalty: 2935.066650
	Iteration 1F: 3 clusters Score -693539.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -694930.875000 Penalty: 2935.066650
	Iteration 2F: 3 clusters Score -694930.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -695971.437500 Penalty: 2935.066650
	Iteration 3F: 3 clusters Score -695971.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -696658.000000 Penalty: 2935.066650
	Iteration 4F: 3 clusters Score -696658 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -697164.312500 Penalty: 2935.066650
	Iteration 5F: 3 clusters Score -697164.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -697593.687500 Penalty: 2935.066650
	Iteration 6Q: 3 clusters Score -697593.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -697989.625000 Penalty: 2935.066650
	Iteration 7Q: 3 clusters Score -697989.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -698227.750000 Penalty: 2935.066650
	Iteration 8Q: 3 clusters Score -698227.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -698353.062500 Penalty: 2935.066650
	Iteration 9Q: 3 clusters Score -698353.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -698429.562500 Penalty: 2935.066650
	Iteration 10Q: 3 clusters Score -698429.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -698508.500000 Penalty: 2935.066650
	Iteration 11Q: 3 clusters Score -698508.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -698582.875000 Penalty: 2935.066650
	Iteration 12Q: 3 clusters Score -698582.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -698633.125000 Penalty: 2935.066650
	Iteration 13Q: 3 clusters Score -698633.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -698684.687500 Penalty: 2935.066650
	Iteration 14Q: 3 clusters Score -698684.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -698720.750000 Penalty: 2935.066650
	Iteration 15Q: 3 clusters Score -698720.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -698751.812500 Penalty: 2935.066650
	Iteration 16Q: 3 clusters Score -698751.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -698784.500000 Penalty: 2935.066650
	Iteration 17Q: 3 clusters Score -698784.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -698815.062500 Penalty: 2935.066650
	Iteration 18Q: 3 clusters Score -698815.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -698843.062500 Penalty: 2935.066650
	Iteration 19Q: 3 clusters Score -698843.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -698902.000000 Penalty: 2935.066650
	Iteration 20F: 3 clusters Score -698902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -698944.187500 Penalty: 2935.066650
	Iteration 21Q: 3 clusters Score -698944.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -698965.375000 Penalty: 2935.066650
	Iteration 22Q: 3 clusters Score -698965.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -698982.250000 Penalty: 2935.066650
	Iteration 23Q: 3 clusters Score -698982.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -698990.000000 Penalty: 2935.066650
	Iteration 24Q: 3 clusters Score -698990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -698998.875000 Penalty: 2935.066650
	Iteration 25Q: 3 clusters Score -698998.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -699004.937500 Penalty: 2935.066650
	Iteration 26Q: 3 clusters Score -699004.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -699010.750000 Penalty: 2935.066650
	Iteration 27Q: 3 clusters Score -699010.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -699015.562500 Penalty: 2935.066650
	Iteration 28Q: 3 clusters Score -699015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -699018.312500 Penalty: 2935.066650
	Iteration 29Q: 3 clusters Score -699018.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -699021.750000 Penalty: 2935.066650
	Iteration 30Q: 3 clusters Score -699021.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -699021.687500 Penalty: 2935.066650
	Iteration 31Q: 3 clusters Score -699021.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -699027.125000 Penalty: 2935.066650
	Iteration 32Q: 3 clusters Score -699027.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -699029.375000 Penalty: 2935.066650
	Iteration 33Q: 3 clusters Score -699029.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -699033.125000 Penalty: 2935.066650
	Iteration 34Q: 3 clusters Score -699033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -699034.812500 Penalty: 2935.066650
	Iteration 35Q: 3 clusters Score -699034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -699034.750000 Penalty: 2935.066650
	Iteration 36Q: 3 clusters Score -699034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -699038.250000 Penalty: 2935.066650
	Iteration 37Q: 3 clusters Score -699038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -699038.187500 Penalty: 2935.066650
	Iteration 38Q: 3 clusters Score -699038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -699036.687500 Penalty: 2935.066650
	Iteration 39Q: 3 clusters Score -699036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -699037.562500 Penalty: 2935.066650
	Iteration 40F: 3 clusters Score -699037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 28283 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Entering Unmasked Estep 
Score: -54856308.000000 Penalty: 49449.445312
Splitting cluster 6 changes total score from -54841264.000000 to -54856308.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2774680.500000 Penalty: 1665.627686
	Iteration 0F: 2 clusters Score -2774680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2755714.000000 Penalty: 3331.255371
	Iteration 0F: 3 clusters Score -2755714 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2764748.250000 Penalty: 3331.255371
	Iteration 1F: 3 clusters Score -2764748 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2767875.250000 Penalty: 3331.255371
	Iteration 2F: 3 clusters Score -2767875 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2771961.500000 Penalty: 3331.255371
	Iteration 3F: 3 clusters Score -2771962 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2774993.000000 Penalty: 3331.255371
	Iteration 4F: 3 clusters Score -2774993 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2776329.000000 Penalty: 3331.255371
	Iteration 5F: 3 clusters Score -2776329 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2776793.250000 Penalty: 3331.255371
	Iteration 6Q: 3 clusters Score -2776793 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2776965.750000 Penalty: 3331.255371
	Iteration 7Q: 3 clusters Score -2776966 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2777049.750000 Penalty: 3331.255371
	Iteration 8Q: 3 clusters Score -2777050 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2777086.250000 Penalty: 3331.255371
	Iteration 9Q: 3 clusters Score -2777086 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2777117.250000 Penalty: 3331.255371
	Iteration 10Q: 3 clusters Score -2777117 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2777148.500000 Penalty: 3331.255371
	Iteration 11Q: 3 clusters Score -2777148 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2777174.250000 Penalty: 3331.255371
	Iteration 12Q: 3 clusters Score -2777174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2777183.250000 Penalty: 3331.255371
	Iteration 13Q: 3 clusters Score -2777183 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2777210.500000 Penalty: 3331.255371
	Iteration 14Q: 3 clusters Score -2777210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2777222.500000 Penalty: 3331.255371
	Iteration 15Q: 3 clusters Score -2777222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2777244.000000 Penalty: 3331.255371
	Iteration 16Q: 3 clusters Score -2777244 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2777274.500000 Penalty: 3331.255371
	Iteration 17Q: 3 clusters Score -2777274 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2777312.000000 Penalty: 3331.255371
	Iteration 18Q: 3 clusters Score -2777312 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2777345.500000 Penalty: 3331.255371
	Iteration 19Q: 3 clusters Score -2777346 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2777393.750000 Penalty: 3331.255371
	Iteration 20F: 3 clusters Score -2777394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2777431.000000 Penalty: 3331.255371
	Iteration 21Q: 3 clusters Score -2777431 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2777478.000000 Penalty: 3331.255371
	Iteration 22Q: 3 clusters Score -2777478 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2777533.750000 Penalty: 3331.255371
	Iteration 23Q: 3 clusters Score -2777534 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2777595.250000 Penalty: 3331.255371
	Iteration 24Q: 3 clusters Score -2777595 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2777646.750000 Penalty: 3331.255371
	Iteration 25Q: 3 clusters Score -2777647 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2777702.250000 Penalty: 3331.255371
	Iteration 26Q: 3 clusters Score -2777702 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2777772.000000 Penalty: 3331.255371
	Iteration 27Q: 3 clusters Score -2777772 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2777847.750000 Penalty: 3331.255371
	Iteration 28Q: 3 clusters Score -2777848 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2777935.750000 Penalty: 3331.255371
	Iteration 29Q: 3 clusters Score -2777936 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2778006.500000 Penalty: 3331.255371
	Iteration 30Q: 3 clusters Score -2778006 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2778077.250000 Penalty: 3331.255371
	Iteration 31Q: 3 clusters Score -2778077 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2778146.000000 Penalty: 3331.255371
	Iteration 32Q: 3 clusters Score -2778146 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2778209.000000 Penalty: 3331.255371
	Iteration 33Q: 3 clusters Score -2778209 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2778281.000000 Penalty: 3331.255371
	Iteration 34Q: 3 clusters Score -2778281 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2778368.500000 Penalty: 3331.255371
	Iteration 35Q: 3 clusters Score -2778368 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2778454.250000 Penalty: 3331.255371
	Iteration 36Q: 3 clusters Score -2778454 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2778522.750000 Penalty: 3331.255371
	Iteration 37Q: 3 clusters Score -2778523 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2778643.000000 Penalty: 3331.255371
	Iteration 38Q: 3 clusters Score -2778643 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2778779.750000 Penalty: 3331.255371
	Iteration 39Q: 3 clusters Score -2778780 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2778924.000000 Penalty: 3331.255371
	Iteration 40F: 3 clusters Score -2778924 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2779169.250000 Penalty: 3331.255371
	Iteration 41Q: 3 clusters Score -2779169 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2779516.500000 Penalty: 3331.255371
	Iteration 42Q: 3 clusters Score -2779516 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2779977.750000 Penalty: 3331.255371
	Iteration 43Q: 3 clusters Score -2779978 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2780535.250000 Penalty: 3331.255371
	Iteration 44Q: 3 clusters Score -2780535 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2781041.750000 Penalty: 3331.255371
	Iteration 45Q: 3 clusters Score -2781042 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2781292.000000 Penalty: 3331.255371
	Iteration 46Q: 3 clusters Score -2781292 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2781369.500000 Penalty: 3331.255371
	Iteration 47Q: 3 clusters Score -2781370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2781392.500000 Penalty: 3331.255371
	Iteration 48Q: 3 clusters Score -2781392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2781397.750000 Penalty: 3331.255371
	Iteration 49Q: 3 clusters Score -2781398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2781404.500000 Penalty: 3331.255371
	Iteration 50Q: 3 clusters Score -2781404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2781416.750000 Penalty: 3331.255371
	Iteration 51Q: 3 clusters Score -2781417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2781413.250000 Penalty: 3331.255371
	Iteration 52Q: 3 clusters Score -2781413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2781410.250000 Penalty: 3331.255371
	Iteration 53Q: 3 clusters Score -2781410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2781413.250000 Penalty: 3331.255371
	Iteration 54Q: 3 clusters Score -2781413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2781413.250000 Penalty: 3331.255371
	Iteration 55F: 3 clusters Score -2781413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Entering Unmasked Estep 
Score: -54862544.000000 Penalty: 51599.417969
Splitting cluster 7 changes total score from -54841264.000000 to -54862544.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -735514.812500 Penalty: 1455.762695
	Iteration 0F: 2 clusters Score -735514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -729874.625000 Penalty: 2911.525391
	Iteration 0F: 3 clusters Score -729874.6 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -732211.375000 Penalty: 2911.525391
	Iteration 1F: 3 clusters Score -732211.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -733213.000000 Penalty: 2911.525391
	Iteration 2F: 3 clusters Score -733213 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -734172.187500 Penalty: 2911.525391
	Iteration 3F: 3 clusters Score -734172.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -734971.625000 Penalty: 2911.525391
	Iteration 4F: 3 clusters Score -734971.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -735445.187500 Penalty: 2911.525391
	Iteration 5F: 3 clusters Score -735445.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -735723.812500 Penalty: 2911.525391
	Iteration 6Q: 3 clusters Score -735723.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -735883.187500 Penalty: 2911.525391
	Iteration 7Q: 3 clusters Score -735883.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -736002.437500 Penalty: 2911.525391
	Iteration 8Q: 3 clusters Score -736002.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -736086.875000 Penalty: 2911.525391
	Iteration 9Q: 3 clusters Score -736086.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -736140.812500 Penalty: 2911.525391
	Iteration 10Q: 3 clusters Score -736140.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -736168.000000 Penalty: 2911.525391
	Iteration 11Q: 3 clusters Score -736168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -736204.062500 Penalty: 2911.525391
	Iteration 12Q: 3 clusters Score -736204.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -736232.312500 Penalty: 2911.525391
	Iteration 13Q: 3 clusters Score -736232.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -736254.812500 Penalty: 2911.525391
	Iteration 14Q: 3 clusters Score -736254.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -736272.875000 Penalty: 2911.525391
	Iteration 15Q: 3 clusters Score -736272.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -736305.125000 Penalty: 2911.525391
	Iteration 16Q: 3 clusters Score -736305.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -736372.437500 Penalty: 2911.525391
	Iteration 17Q: 3 clusters Score -736372.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -736460.875000 Penalty: 2911.525391
	Iteration 18Q: 3 clusters Score -736460.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -736580.437500 Penalty: 2911.525391
	Iteration 19Q: 3 clusters Score -736580.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -736763.937500 Penalty: 2911.525391
	Iteration 20F: 3 clusters Score -736763.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -737038.750000 Penalty: 2911.525391
	Iteration 21Q: 3 clusters Score -737038.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -737359.375000 Penalty: 2911.525391
	Iteration 22Q: 3 clusters Score -737359.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -737628.062500 Penalty: 2911.525391
	Iteration 23Q: 3 clusters Score -737628.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -737723.375000 Penalty: 2911.525391
	Iteration 24Q: 3 clusters Score -737723.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -737757.000000 Penalty: 2911.525391
	Iteration 25Q: 3 clusters Score -737757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -737793.125000 Penalty: 2911.525391
	Iteration 26Q: 3 clusters Score -737793.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -737811.562500 Penalty: 2911.525391
	Iteration 27Q: 3 clusters Score -737811.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -737829.375000 Penalty: 2911.525391
	Iteration 28Q: 3 clusters Score -737829.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -737844.750000 Penalty: 2911.525391
	Iteration 29Q: 3 clusters Score -737844.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -737857.375000 Penalty: 2911.525391
	Iteration 30Q: 3 clusters Score -737857.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -737871.062500 Penalty: 2911.525391
	Iteration 31Q: 3 clusters Score -737871.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -737885.312500 Penalty: 2911.525391
	Iteration 32Q: 3 clusters Score -737885.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -737892.062500 Penalty: 2911.525391
	Iteration 33Q: 3 clusters Score -737892.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -737902.437500 Penalty: 2911.525391
	Iteration 34Q: 3 clusters Score -737902.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -737911.312500 Penalty: 2911.525391
	Iteration 35Q: 3 clusters Score -737911.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -737920.187500 Penalty: 2911.525391
	Iteration 36Q: 3 clusters Score -737920.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -737933.312500 Penalty: 2911.525391
	Iteration 37Q: 3 clusters Score -737933.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -737949.187500 Penalty: 2911.525391
	Iteration 38Q: 3 clusters Score -737949.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -737959.750000 Penalty: 2911.525391
	Iteration 39Q: 3 clusters Score -737959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -737968.875000 Penalty: 2911.525391
	Iteration 40F: 3 clusters Score -737968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -737977.312500 Penalty: 2911.525391
	Iteration 41Q: 3 clusters Score -737977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -737983.312500 Penalty: 2911.525391
	Iteration 42Q: 3 clusters Score -737983.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -737985.000000 Penalty: 2911.525391
	Iteration 43Q: 3 clusters Score -737985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -737986.312500 Penalty: 2911.525391
	Iteration 44Q: 3 clusters Score -737986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -737987.312500 Penalty: 2911.525391
	Iteration 45Q: 3 clusters Score -737987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -737988.875000 Penalty: 2911.525391
	Iteration 46Q: 3 clusters Score -737988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -737988.875000 Penalty: 2911.525391
	Iteration 47Q: 3 clusters Score -737988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -737989.937500 Penalty: 2911.525391
	Iteration 48Q: 3 clusters Score -737989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -737989.937500 Penalty: 2911.525391
	Iteration 49F: 3 clusters Score -737989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Entering Unmasked Estep 
Score: -54864420.000000 Penalty: 53749.394531
Splitting cluster 8 changes total score from -54841264.000000 to -54864420.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (76651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Entering Unmasked Estep 
Score: -8095973.000000 Penalty: 1827.640381
	Iteration 0F: 2 clusters Score -8095973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -8044941.500000 Penalty: 3655.280762
	Iteration 0F: 3 clusters Score -8044942 nChanged 36257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8065789.500000 Penalty: 3655.280762
	Iteration 1F: 3 clusters Score -8065790 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8067035.000000 Penalty: 3655.280762
	Iteration 2Q: 3 clusters Score -8067035 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8069252.500000 Penalty: 3655.280762
	Iteration 3F: 3 clusters Score -8069252 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -8072941.500000 Penalty: 3655.280762
	Iteration 4F: 3 clusters Score -8072942 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -8078341.500000 Penalty: 3655.280762
	Iteration 5F: 3 clusters Score -8078342 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -8084018.500000 Penalty: 3655.280762
	Iteration 6F: 3 clusters Score -8084018 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -8088302.500000 Penalty: 3655.280762
	Iteration 7F: 3 clusters Score -8088302 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -8090953.000000 Penalty: 3655.280762
	Iteration 8Q: 3 clusters Score -8090953 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -8092380.000000 Penalty: 3655.280762
	Iteration 9Q: 3 clusters Score -8092380 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -8093203.000000 Penalty: 3655.280762
	Iteration 10Q: 3 clusters Score -8093203 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -8093689.500000 Penalty: 3655.280762
	Iteration 11Q: 3 clusters Score -8093690 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -8093969.500000 Penalty: 3655.280762
	Iteration 12Q: 3 clusters Score -8093970 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -8094141.000000 Penalty: 3655.280762
	Iteration 13Q: 3 clusters Score -8094141 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -8094284.500000 Penalty: 3655.280762
	Iteration 14Q: 3 clusters Score -8094284 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -8094381.500000 Penalty: 3655.280762
	Iteration 15Q: 3 clusters Score -8094382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -8094422.500000 Penalty: 3655.280762
	Iteration 16Q: 3 clusters Score -8094422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -8094456.500000 Penalty: 3655.280762
	Iteration 17Q: 3 clusters Score -8094456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -8094478.500000 Penalty: 3655.280762
	Iteration 18Q: 3 clusters Score -8094478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -8094496.000000 Penalty: 3655.280762
	Iteration 19Q: 3 clusters Score -8094496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -8094514.500000 Penalty: 3655.280762
	Iteration 20F: 3 clusters Score -8094514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -8094528.500000 Penalty: 3655.280762
	Iteration 21Q: 3 clusters Score -8094528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -8094544.000000 Penalty: 3655.280762
	Iteration 22Q: 3 clusters Score -8094544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -8094552.500000 Penalty: 3655.280762
	Iteration 23Q: 3 clusters Score -8094552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -8094560.500000 Penalty: 3655.280762
	Iteration 24Q: 3 clusters Score -8094560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -8094558.500000 Penalty: 3655.280762
	Iteration 25Q: 3 clusters Score -8094558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -8094555.500000 Penalty: 3655.280762
	Iteration 26Q: 3 clusters Score -8094556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -8094568.000000 Penalty: 3655.280762
	Iteration 27Q: 3 clusters Score -8094568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -8094568.500000 Penalty: 3655.280762
	Iteration 28Q: 3 clusters Score -8094568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -8094572.500000 Penalty: 3655.280762
	Iteration 29Q: 3 clusters Score -8094572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -8094577.000000 Penalty: 3655.280762
	Iteration 30Q: 3 clusters Score -8094577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -8094578.500000 Penalty: 3655.280762
	Iteration 31Q: 3 clusters Score -8094578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -8094577.000000 Penalty: 3655.280762
	Iteration 32Q: 3 clusters Score -8094577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -8094577.000000 Penalty: 3655.280762
	Iteration 33F: 3 clusters Score -8094577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -795815.625000 Penalty: 1465.518433
	Iteration 0F: 2 clusters Score -795815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -789952.000000 Penalty: 2931.036865
	Iteration 0F: 3 clusters Score -789952 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -793142.250000 Penalty: 2931.036865
	Iteration 1F: 3 clusters Score -793142.2 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -794348.062500 Penalty: 2931.036865
	Iteration 2F: 3 clusters Score -794348.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -795340.125000 Penalty: 2931.036865
	Iteration 3F: 3 clusters Score -795340.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -795993.812500 Penalty: 2931.036865
	Iteration 4F: 3 clusters Score -795993.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -796375.937500 Penalty: 2931.036865
	Iteration 5F: 3 clusters Score -796375.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -796605.375000 Penalty: 2931.036865
	Iteration 6Q: 3 clusters Score -796605.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -796772.875000 Penalty: 2931.036865
	Iteration 7Q: 3 clusters Score -796772.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -796880.875000 Penalty: 2931.036865
	Iteration 8Q: 3 clusters Score -796880.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -797001.437500 Penalty: 2931.036865
	Iteration 9Q: 3 clusters Score -797001.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -797109.062500 Penalty: 2931.036865
	Iteration 10Q: 3 clusters Score -797109.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -797232.312500 Penalty: 2931.036865
	Iteration 11Q: 3 clusters Score -797232.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -797413.750000 Penalty: 2931.036865
	Iteration 12Q: 3 clusters Score -797413.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -797666.812500 Penalty: 2931.036865
	Iteration 13Q: 3 clusters Score -797666.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -797795.500000 Penalty: 2931.036865
	Iteration 14Q: 3 clusters Score -797795.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -797822.562500 Penalty: 2931.036865
	Iteration 15Q: 3 clusters Score -797822.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -797830.312500 Penalty: 2931.036865
	Iteration 16Q: 3 clusters Score -797830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -797832.187500 Penalty: 2931.036865
	Iteration 17Q: 3 clusters Score -797832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -797836.187500 Penalty: 2931.036865
	Iteration 18Q: 3 clusters Score -797836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -797838.062500 Penalty: 2931.036865
	Iteration 19Q: 3 clusters Score -797838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -797836.812500 Penalty: 2931.036865
	Iteration 20F: 3 clusters Score -797836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -797836.625000 Penalty: 2931.036865
	Iteration 21Q: 3 clusters Score -797836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -797836.625000 Penalty: 2931.036865
	Iteration 22F: 3 clusters Score -797836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 63503 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 1279 members 
Entering Unmasked Estep 
Score: -54865776.000000 Penalty: 55899.371094
Splitting cluster 10 changes total score from -54841264.000000 to -54865776.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (109718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Entering Unmasked Estep 
Score: -11196193.000000 Penalty: 1885.921265
	Iteration 0F: 2 clusters Score -1.119619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -11123358.000000 Penalty: 3771.842529
	Iteration 0F: 3 clusters Score -1.112336e+07 nChanged 52658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -11153886.000000 Penalty: 3771.842529
	Iteration 1F: 3 clusters Score -1.115389e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -11154720.000000 Penalty: 3771.842529
	Iteration 2Q: 3 clusters Score -1.115472e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -11155895.000000 Penalty: 3771.842529
	Iteration 3Q: 3 clusters Score -1.11559e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -11157871.000000 Penalty: 3771.842529
	Iteration 4Q: 3 clusters Score -1.115787e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -11161240.000000 Penalty: 3771.842529
	Iteration 5F: 3 clusters Score -1.116124e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -11166979.000000 Penalty: 3771.842529
	Iteration 6F: 3 clusters Score -1.116698e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -11174485.000000 Penalty: 3771.842529
	Iteration 7F: 3 clusters Score -1.117448e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -11182322.000000 Penalty: 3771.842529
	Iteration 8F: 3 clusters Score -1.118232e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -11188024.000000 Penalty: 3771.842529
	Iteration 9F: 3 clusters Score -1.118802e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -11191695.000000 Penalty: 3771.842529
	Iteration 10Q: 3 clusters Score -1.11917e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -11193437.000000 Penalty: 3771.842529
	Iteration 11Q: 3 clusters Score -1.119344e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -11194070.000000 Penalty: 3771.842529
	Iteration 12Q: 3 clusters Score -1.119407e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -11194343.000000 Penalty: 3771.842529
	Iteration 13Q: 3 clusters Score -1.119434e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -11194468.000000 Penalty: 3771.842529
	Iteration 14Q: 3 clusters Score -1.119447e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -11194598.000000 Penalty: 3771.842529
	Iteration 15Q: 3 clusters Score -1.11946e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -11194616.000000 Penalty: 3771.842529
	Iteration 16Q: 3 clusters Score -1.119462e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -11194663.000000 Penalty: 3771.842529
	Iteration 17Q: 3 clusters Score -1.119466e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11194665.000000 Penalty: 3771.842529
	Iteration 18Q: 3 clusters Score -1.119466e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11194673.000000 Penalty: 3771.842529
	Iteration 19Q: 3 clusters Score -1.119467e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -11194673.000000 Penalty: 3771.842529
	Iteration 20F: 3 clusters Score -1.119467e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -11194701.000000 Penalty: 3771.842529
	Iteration 21Q: 3 clusters Score -1.11947e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11194694.000000 Penalty: 3771.842529
	Iteration 22Q: 3 clusters Score -1.119469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 23Q: 3 clusters Score -1.11947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 24Q: 3 clusters Score -1.11947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -11194707.000000 Penalty: 3771.842529
	Iteration 25Q: 3 clusters Score -1.119471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -11194701.000000 Penalty: 3771.842529
	Iteration 26Q: 3 clusters Score -1.11947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11194703.000000 Penalty: 3771.842529
	Iteration 27Q: 3 clusters Score -1.11947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -11194702.000000 Penalty: 3771.842529
	Iteration 28Q: 3 clusters Score -1.11947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11194699.000000 Penalty: 3771.842529
	Iteration 29Q: 3 clusters Score -1.11947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11194706.000000 Penalty: 3771.842529
	Iteration 30Q: 3 clusters Score -1.119471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -11194698.000000 Penalty: 3771.842529
	Iteration 31Q: 3 clusters Score -1.11947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11194685.000000 Penalty: 3771.842529
	Iteration 32Q: 3 clusters Score -1.119468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -11194696.000000 Penalty: 3771.842529
	Iteration 33Q: 3 clusters Score -1.11947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -11194697.000000 Penalty: 3771.842529
	Iteration 34Q: 3 clusters Score -1.11947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107191 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 35Q: 3 clusters Score -1.11947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 36Q: 3 clusters Score -1.11947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -11194702.000000 Penalty: 3771.842529
	Iteration 37Q: 3 clusters Score -1.11947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11194698.000000 Penalty: 3771.842529
	Iteration 38Q: 3 clusters Score -1.11947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11194696.000000 Penalty: 3771.842529
	Iteration 39Q: 3 clusters Score -1.11947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107201 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -11194695.000000 Penalty: 3771.842529
	Iteration 40F: 3 clusters Score -1.11947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 41Q: 3 clusters Score -1.11947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 42Q: 3 clusters Score -1.11947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11194705.000000 Penalty: 3771.842529
	Iteration 43Q: 3 clusters Score -1.11947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11194711.000000 Penalty: 3771.842529
	Iteration 44Q: 3 clusters Score -1.119471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11194711.000000 Penalty: 3771.842529
	Iteration 45Q: 3 clusters Score -1.119471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11194715.000000 Penalty: 3771.842529
	Iteration 46Q: 3 clusters Score -1.119472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11194725.000000 Penalty: 3771.842529
	Iteration 47Q: 3 clusters Score -1.119472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -11194726.000000 Penalty: 3771.842529
	Iteration 48Q: 3 clusters Score -1.119473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -11194728.000000 Penalty: 3771.842529
	Iteration 49Q: 3 clusters Score -1.119473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -11194728.000000 Penalty: 3771.842529
	Iteration 50F: 3 clusters Score -1.119473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Entering Unmasked Estep 
Score: -6388886.000000 Penalty: 1797.061890
	Iteration 0F: 2 clusters Score -6388886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -6346710.500000 Penalty: 3594.123779
	Iteration 0F: 3 clusters Score -6346710 nChanged 29861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -6364119.500000 Penalty: 3594.123779
	Iteration 1F: 3 clusters Score -6364120 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -6365488.000000 Penalty: 3594.123779
	Iteration 2Q: 3 clusters Score -6365488 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -6367649.500000 Penalty: 3594.123779
	Iteration 3F: 3 clusters Score -6367650 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -6371127.000000 Penalty: 3594.123779
	Iteration 4F: 3 clusters Score -6371127 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -6375312.000000 Penalty: 3594.123779
	Iteration 5F: 3 clusters Score -6375312 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -6379700.000000 Penalty: 3594.123779
	Iteration 6F: 3 clusters Score -6379700 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -6382848.500000 Penalty: 3594.123779
	Iteration 7F: 3 clusters Score -6382848 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -6384700.000000 Penalty: 3594.123779
	Iteration 8Q: 3 clusters Score -6384700 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -6385623.000000 Penalty: 3594.123779
	Iteration 9Q: 3 clusters Score -6385623 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -6386152.000000 Penalty: 3594.123779
	Iteration 10Q: 3 clusters Score -6386152 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -6386434.000000 Penalty: 3594.123779
	Iteration 11Q: 3 clusters Score -6386434 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -6386665.000000 Penalty: 3594.123779
	Iteration 12Q: 3 clusters Score -6386665 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6386796.500000 Penalty: 3594.123779
	Iteration 13Q: 3 clusters Score -6386796 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -6386899.500000 Penalty: 3594.123779
	Iteration 14Q: 3 clusters Score -6386900 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -6386939.500000 Penalty: 3594.123779
	Iteration 15Q: 3 clusters Score -6386940 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -6387005.500000 Penalty: 3594.123779
	Iteration 16Q: 3 clusters Score -6387006 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6387025.500000 Penalty: 3594.123779
	Iteration 17Q: 3 clusters Score -6387026 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -6387051.000000 Penalty: 3594.123779
	Iteration 18Q: 3 clusters Score -6387051 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -6387107.000000 Penalty: 3594.123779
	Iteration 19Q: 3 clusters Score -6387107 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -6387131.500000 Penalty: 3594.123779
	Iteration 20F: 3 clusters Score -6387132 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -6387173.500000 Penalty: 3594.123779
	Iteration 21Q: 3 clusters Score -6387174 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -6387229.000000 Penalty: 3594.123779
	Iteration 22Q: 3 clusters Score -6387229 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -6387256.000000 Penalty: 3594.123779
	Iteration 23Q: 3 clusters Score -6387256 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -6387306.500000 Penalty: 3594.123779
	Iteration 24Q: 3 clusters Score -6387306 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -6387353.500000 Penalty: 3594.123779
	Iteration 25Q: 3 clusters Score -6387354 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -6387392.000000 Penalty: 3594.123779
	Iteration 26Q: 3 clusters Score -6387392 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -6387443.000000 Penalty: 3594.123779
	Iteration 27Q: 3 clusters Score -6387443 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -6387468.500000 Penalty: 3594.123779
	Iteration 28Q: 3 clusters Score -6387468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6387518.500000 Penalty: 3594.123779
	Iteration 29Q: 3 clusters Score -6387518 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -6387581.000000 Penalty: 3594.123779
	Iteration 30Q: 3 clusters Score -6387581 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -6387647.500000 Penalty: 3594.123779
	Iteration 31Q: 3 clusters Score -6387648 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -6387711.000000 Penalty: 3594.123779
	Iteration 32Q: 3 clusters Score -6387711 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -6387784.000000 Penalty: 3594.123779
	Iteration 33Q: 3 clusters Score -6387784 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -6387878.000000 Penalty: 3594.123779
	Iteration 34Q: 3 clusters Score -6387878 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -6387983.500000 Penalty: 3594.123779
	Iteration 35Q: 3 clusters Score -6387984 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -6388098.500000 Penalty: 3594.123779
	Iteration 36Q: 3 clusters Score -6388098 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6388189.000000 Penalty: 3594.123779
	Iteration 37Q: 3 clusters Score -6388189 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6388283.000000 Penalty: 3594.123779
	Iteration 38Q: 3 clusters Score -6388283 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6388406.500000 Penalty: 3594.123779
	Iteration 39Q: 3 clusters Score -6388406 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -6388498.500000 Penalty: 3594.123779
	Iteration 40F: 3 clusters Score -6388498 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -6388524.500000 Penalty: 3594.123779
	Iteration 41Q: 3 clusters Score -6388524 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6388586.500000 Penalty: 3594.123779
	Iteration 42Q: 3 clusters Score -6388586 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -6388609.000000 Penalty: 3594.123779
	Iteration 43Q: 3 clusters Score -6388609 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -6388640.500000 Penalty: 3594.123779
	Iteration 44Q: 3 clusters Score -6388640 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6388657.000000 Penalty: 3594.123779
	Iteration 45Q: 3 clusters Score -6388657 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -6388685.000000 Penalty: 3594.123779
	Iteration 46Q: 3 clusters Score -6388685 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -6388721.500000 Penalty: 3594.123779
	Iteration 47Q: 3 clusters Score -6388722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -6388726.500000 Penalty: 3594.123779
	Iteration 48Q: 3 clusters Score -6388726 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6388752.000000 Penalty: 3594.123779
	Iteration 49Q: 3 clusters Score -6388752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -6388770.000000 Penalty: 3594.123779
	Iteration 50Q: 3 clusters Score -6388770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6388754.500000 Penalty: 3594.123779
	Iteration 51Q: 3 clusters Score -6388754 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -6388772.500000 Penalty: 3594.123779
	Iteration 52Q: 3 clusters Score -6388772 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6388796.500000 Penalty: 3594.123779
	Iteration 53Q: 3 clusters Score -6388796 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6388779.500000 Penalty: 3594.123779
	Iteration 54Q: 3 clusters Score -6388780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6388802.500000 Penalty: 3594.123779
	Iteration 55Q: 3 clusters Score -6388802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -6388798.500000 Penalty: 3594.123779
	Iteration 56Q: 3 clusters Score -6388798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6388810.000000 Penalty: 3594.123779
	Iteration 57Q: 3 clusters Score -6388810 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6388824.000000 Penalty: 3594.123779
	Iteration 58Q: 3 clusters Score -6388824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -6388827.500000 Penalty: 3594.123779
	Iteration 59Q: 3 clusters Score -6388828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6388820.000000 Penalty: 3594.123779
	Iteration 60F: 3 clusters Score -6388820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6388814.500000 Penalty: 3594.123779
	Iteration 61Q: 3 clusters Score -6388814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6388832.000000 Penalty: 3594.123779
	Iteration 62Q: 3 clusters Score -6388832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -6388843.000000 Penalty: 3594.123779
	Iteration 63Q: 3 clusters Score -6388843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -6388835.000000 Penalty: 3594.123779
	Iteration 64Q: 3 clusters Score -6388835 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6388846.500000 Penalty: 3594.123779
	Iteration 65Q: 3 clusters Score -6388846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -6388852.500000 Penalty: 3594.123779
	Iteration 66Q: 3 clusters Score -6388852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -6388871.000000 Penalty: 3594.123779
	Iteration 67Q: 3 clusters Score -6388871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6388863.500000 Penalty: 3594.123779
	Iteration 68Q: 3 clusters Score -6388864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6388877.500000 Penalty: 3594.123779
	Iteration 69Q: 3 clusters Score -6388878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -6388870.500000 Penalty: 3594.123779
	Iteration 70Q: 3 clusters Score -6388870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6388879.500000 Penalty: 3594.123779
	Iteration 71Q: 3 clusters Score -6388880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6388873.500000 Penalty: 3594.123779
	Iteration 72Q: 3 clusters Score -6388874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6388892.000000 Penalty: 3594.123779
	Iteration 73Q: 3 clusters Score -6388892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -6388899.000000 Penalty: 3594.123779
	Iteration 74Q: 3 clusters Score -6388899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -6388896.500000 Penalty: 3594.123779
	Iteration 75Q: 3 clusters Score -6388896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6388898.500000 Penalty: 3594.123779
	Iteration 76Q: 3 clusters Score -6388898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6388901.500000 Penalty: 3594.123779
	Iteration 77Q: 3 clusters Score -6388902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -6388914.500000 Penalty: 3594.123779
	Iteration 78Q: 3 clusters Score -6388914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -6388906.000000 Penalty: 3594.123779
	Iteration 79Q: 3 clusters Score -6388906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -6388921.500000 Penalty: 3594.123779
	Iteration 80F: 3 clusters Score -6388922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -6388905.000000 Penalty: 3594.123779
	Iteration 81Q: 3 clusters Score -6388905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -6388902.000000 Penalty: 3594.123779
	Iteration 82Q: 3 clusters Score -6388902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6388916.000000 Penalty: 3594.123779
	Iteration 83Q: 3 clusters Score -6388916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -6388909.500000 Penalty: 3594.123779
	Iteration 84Q: 3 clusters Score -6388910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -6388907.500000 Penalty: 3594.123779
	Iteration 85Q: 3 clusters Score -6388908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -6388918.500000 Penalty: 3594.123779
	Iteration 86Q: 3 clusters Score -6388918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6388919.500000 Penalty: 3594.123779
	Iteration 87Q: 3 clusters Score -6388920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -6388928.000000 Penalty: 3594.123779
	Iteration 88Q: 3 clusters Score -6388928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -6388951.000000 Penalty: 3594.123779
	Iteration 89Q: 3 clusters Score -6388951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -6388952.000000 Penalty: 3594.123779
	Iteration 90Q: 3 clusters Score -6388952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -6388957.000000 Penalty: 3594.123779
	Iteration 91Q: 3 clusters Score -6388957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -6388952.500000 Penalty: 3594.123779
	Iteration 92Q: 3 clusters Score -6388952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -6388976.500000 Penalty: 3594.123779
	Iteration 93Q: 3 clusters Score -6388976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -6388969.000000 Penalty: 3594.123779
	Iteration 94Q: 3 clusters Score -6388969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -6388957.500000 Penalty: 3594.123779
	Iteration 95Q: 3 clusters Score -6388958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -6388950.000000 Penalty: 3594.123779
	Iteration 96Q: 3 clusters Score -6388950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -6388946.500000 Penalty: 3594.123779
	Iteration 97Q: 3 clusters Score -6388946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6388947.000000 Penalty: 3594.123779
	Iteration 98Q: 3 clusters Score -6388947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -6388952.000000 Penalty: 3594.123779
	Iteration 99Q: 3 clusters Score -6388952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -6388971.000000 Penalty: 3594.123779
	Iteration 100F: 3 clusters Score -6388971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -6388982.500000 Penalty: 3594.123779
	Iteration 101Q: 3 clusters Score -6388982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -6388994.500000 Penalty: 3594.123779
	Iteration 102Q: 3 clusters Score -6388994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -6389001.500000 Penalty: 3594.123779
	Iteration 103Q: 3 clusters Score -6389002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -6389007.500000 Penalty: 3594.123779
	Iteration 104Q: 3 clusters Score -6389008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -6389005.000000 Penalty: 3594.123779
	Iteration 105Q: 3 clusters Score -6389005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -6389011.000000 Penalty: 3594.123779
	Iteration 106Q: 3 clusters Score -6389011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -6389027.500000 Penalty: 3594.123779
	Iteration 107Q: 3 clusters Score -6389028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6389026.500000 Penalty: 3594.123779
	Iteration 108Q: 3 clusters Score -6389026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -6389030.000000 Penalty: 3594.123779
	Iteration 109Q: 3 clusters Score -6389030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -6389028.000000 Penalty: 3594.123779
	Iteration 110Q: 3 clusters Score -6389028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -6389040.500000 Penalty: 3594.123779
	Iteration 111Q: 3 clusters Score -6389040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -6389048.500000 Penalty: 3594.123779
	Iteration 112Q: 3 clusters Score -6389048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -6389037.000000 Penalty: 3594.123779
	Iteration 113Q: 3 clusters Score -6389037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -6389043.000000 Penalty: 3594.123779
	Iteration 114Q: 3 clusters Score -6389043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -6389051.000000 Penalty: 3594.123779
	Iteration 115Q: 3 clusters Score -6389051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -6389056.000000 Penalty: 3594.123779
	Iteration 116Q: 3 clusters Score -6389056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -6389064.500000 Penalty: 3594.123779
	Iteration 117Q: 3 clusters Score -6389064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6389055.500000 Penalty: 3594.123779
	Iteration 118Q: 3 clusters Score -6389056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -6389057.000000 Penalty: 3594.123779
	Iteration 119Q: 3 clusters Score -6389057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6389061.500000 Penalty: 3594.123779
	Iteration 120F: 3 clusters Score -6389062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -6389052.500000 Penalty: 3594.123779
	Iteration 121Q: 3 clusters Score -6389052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -6389055.000000 Penalty: 3594.123779
	Iteration 122Q: 3 clusters Score -6389055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6389063.500000 Penalty: 3594.123779
	Iteration 123Q: 3 clusters Score -6389064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6389057.000000 Penalty: 3594.123779
	Iteration 124Q: 3 clusters Score -6389057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -6389051.500000 Penalty: 3594.123779
	Iteration 125Q: 3 clusters Score -6389052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6389057.500000 Penalty: 3594.123779
	Iteration 126Q: 3 clusters Score -6389058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6389057.500000 Penalty: 3594.123779
	Iteration 127F: 3 clusters Score -6389058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 54033 members 
Entering Unmasked Estep 
Score: -54865408.000000 Penalty: 58049.347656
Splitting cluster 12 changes total score from -54841264.000000 to -54865408.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -1006359.250000 Penalty: 1500.677002
	Iteration 0F: 2 clusters Score -1006359 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 5110 members 
Entering Unmasked Estep 
Score: -999102.687500 Penalty: 3001.354004
	Iteration 0F: 3 clusters Score -999102.7 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1001687.187500 Penalty: 3001.354004
	Iteration 1F: 3 clusters Score -1001687 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1002280.562500 Penalty: 3001.354004
	Iteration 2F: 3 clusters Score -1002281 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1002880.000000 Penalty: 3001.354004
	Iteration 3F: 3 clusters Score -1002880 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1003414.750000 Penalty: 3001.354004
	Iteration 4F: 3 clusters Score -1003415 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1003827.687500 Penalty: 3001.354004
	Iteration 5F: 3 clusters Score -1003828 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1004135.625000 Penalty: 3001.354004
	Iteration 6F: 3 clusters Score -1004136 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1004326.937500 Penalty: 3001.354004
	Iteration 7Q: 3 clusters Score -1004327 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1004473.937500 Penalty: 3001.354004
	Iteration 8Q: 3 clusters Score -1004474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1004595.000000 Penalty: 3001.354004
	Iteration 9Q: 3 clusters Score -1004595 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1004707.187500 Penalty: 3001.354004
	Iteration 10Q: 3 clusters Score -1004707 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1004812.250000 Penalty: 3001.354004
	Iteration 11Q: 3 clusters Score -1004812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1004923.500000 Penalty: 3001.354004
	Iteration 12Q: 3 clusters Score -1004924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1005037.312500 Penalty: 3001.354004
	Iteration 13Q: 3 clusters Score -1005037 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1005134.125000 Penalty: 3001.354004
	Iteration 14Q: 3 clusters Score -1005134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1005210.812500 Penalty: 3001.354004
	Iteration 15Q: 3 clusters Score -1005211 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1005279.312500 Penalty: 3001.354004
	Iteration 16Q: 3 clusters Score -1005279 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1005326.187500 Penalty: 3001.354004
	Iteration 17Q: 3 clusters Score -1005326 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1005370.187500 Penalty: 3001.354004
	Iteration 18Q: 3 clusters Score -1005370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1005411.125000 Penalty: 3001.354004
	Iteration 19Q: 3 clusters Score -1005411 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1005451.375000 Penalty: 3001.354004
	Iteration 20F: 3 clusters Score -1005451 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1005493.500000 Penalty: 3001.354004
	Iteration 21Q: 3 clusters Score -1005494 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1005539.500000 Penalty: 3001.354004
	Iteration 22Q: 3 clusters Score -1005540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1005580.375000 Penalty: 3001.354004
	Iteration 23Q: 3 clusters Score -1005580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1005624.250000 Penalty: 3001.354004
	Iteration 24Q: 3 clusters Score -1005624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1005669.875000 Penalty: 3001.354004
	Iteration 25Q: 3 clusters Score -1005670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1005719.000000 Penalty: 3001.354004
	Iteration 26Q: 3 clusters Score -1005719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1005765.375000 Penalty: 3001.354004
	Iteration 27Q: 3 clusters Score -1005765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1005804.875000 Penalty: 3001.354004
	Iteration 28Q: 3 clusters Score -1005805 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1005843.437500 Penalty: 3001.354004
	Iteration 29Q: 3 clusters Score -1005843 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1005883.812500 Penalty: 3001.354004
	Iteration 30Q: 3 clusters Score -1005884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1005916.250000 Penalty: 3001.354004
	Iteration 31Q: 3 clusters Score -1005916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1005949.812500 Penalty: 3001.354004
	Iteration 32Q: 3 clusters Score -1005950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1005986.750000 Penalty: 3001.354004
	Iteration 33Q: 3 clusters Score -1005987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1006014.375000 Penalty: 3001.354004
	Iteration 34Q: 3 clusters Score -1006014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1006042.562500 Penalty: 3001.354004
	Iteration 35Q: 3 clusters Score -1006043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1006066.625000 Penalty: 3001.354004
	Iteration 36Q: 3 clusters Score -1006067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1006087.750000 Penalty: 3001.354004
	Iteration 37Q: 3 clusters Score -1006088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1006102.875000 Penalty: 3001.354004
	Iteration 38Q: 3 clusters Score -1006103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1006119.125000 Penalty: 3001.354004
	Iteration 39Q: 3 clusters Score -1006119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1006135.687500 Penalty: 3001.354004
	Iteration 40F: 3 clusters Score -1006136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1006152.062500 Penalty: 3001.354004
	Iteration 41Q: 3 clusters Score -1006152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1006171.187500 Penalty: 3001.354004
	Iteration 42Q: 3 clusters Score -1006171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1006193.125000 Penalty: 3001.354004
	Iteration 43Q: 3 clusters Score -1006193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1006211.500000 Penalty: 3001.354004
	Iteration 44Q: 3 clusters Score -1006212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1006227.750000 Penalty: 3001.354004
	Iteration 45Q: 3 clusters Score -1006228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1006241.312500 Penalty: 3001.354004
	Iteration 46Q: 3 clusters Score -1006241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1006250.812500 Penalty: 3001.354004
	Iteration 47Q: 3 clusters Score -1006251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1006258.187500 Penalty: 3001.354004
	Iteration 48Q: 3 clusters Score -1006258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1006269.437500 Penalty: 3001.354004
	Iteration 49Q: 3 clusters Score -1006269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1006280.625000 Penalty: 3001.354004
	Iteration 50Q: 3 clusters Score -1006281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1006293.187500 Penalty: 3001.354004
	Iteration 51Q: 3 clusters Score -1006293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1006311.812500 Penalty: 3001.354004
	Iteration 52Q: 3 clusters Score -1006312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1006329.187500 Penalty: 3001.354004
	Iteration 53Q: 3 clusters Score -1006329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1006350.437500 Penalty: 3001.354004
	Iteration 54Q: 3 clusters Score -1006350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1006371.437500 Penalty: 3001.354004
	Iteration 55Q: 3 clusters Score -1006371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1006406.187500 Penalty: 3001.354004
	Iteration 56Q: 3 clusters Score -1006406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1006445.062500 Penalty: 3001.354004
	Iteration 57Q: 3 clusters Score -1006445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1006489.375000 Penalty: 3001.354004
	Iteration 58Q: 3 clusters Score -1006489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1006523.312500 Penalty: 3001.354004
	Iteration 59Q: 3 clusters Score -1006523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1006549.750000 Penalty: 3001.354004
	Iteration 60F: 3 clusters Score -1006550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1006565.500000 Penalty: 3001.354004
	Iteration 61Q: 3 clusters Score -1006566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1006575.625000 Penalty: 3001.354004
	Iteration 62Q: 3 clusters Score -1006576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1006581.062500 Penalty: 3001.354004
	Iteration 63Q: 3 clusters Score -1006581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1006588.437500 Penalty: 3001.354004
	Iteration 64Q: 3 clusters Score -1006588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1006592.750000 Penalty: 3001.354004
	Iteration 65Q: 3 clusters Score -1006593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1006596.875000 Penalty: 3001.354004
	Iteration 66Q: 3 clusters Score -1006597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1006597.812500 Penalty: 3001.354004
	Iteration 67Q: 3 clusters Score -1006598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1006596.500000 Penalty: 3001.354004
	Iteration 68Q: 3 clusters Score -1006596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1006596.437500 Penalty: 3001.354004
	Iteration 69Q: 3 clusters Score -1006596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1006597.187500 Penalty: 3001.354004
	Iteration 70Q: 3 clusters Score -1006597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1006597.312500 Penalty: 3001.354004
	Iteration 71Q: 3 clusters Score -1006597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1006598.687500 Penalty: 3001.354004
	Iteration 72Q: 3 clusters Score -1006599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1006599.125000 Penalty: 3001.354004
	Iteration 73Q: 3 clusters Score -1006599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1006600.500000 Penalty: 3001.354004
	Iteration 74Q: 3 clusters Score -1006600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1006602.062500 Penalty: 3001.354004
	Iteration 75Q: 3 clusters Score -1006602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1006602.500000 Penalty: 3001.354004
	Iteration 76Q: 3 clusters Score -1006602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1006601.875000 Penalty: 3001.354004
	Iteration 77Q: 3 clusters Score -1006602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1006603.125000 Penalty: 3001.354004
	Iteration 78Q: 3 clusters Score -1006603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1006604.187500 Penalty: 3001.354004
	Iteration 79Q: 3 clusters Score -1006604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1006604.250000 Penalty: 3001.354004
	Iteration 80F: 3 clusters Score -1006604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1006604.562500 Penalty: 3001.354004
	Iteration 81Q: 3 clusters Score -1006605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1006605.187500 Penalty: 3001.354004
	Iteration 82Q: 3 clusters Score -1006605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1006606.875000 Penalty: 3001.354004
	Iteration 83Q: 3 clusters Score -1006607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1006606.437500 Penalty: 3001.354004
	Iteration 84Q: 3 clusters Score -1006606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1006606.187500 Penalty: 3001.354004
	Iteration 85Q: 3 clusters Score -1006606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1006607.500000 Penalty: 3001.354004
	Iteration 86Q: 3 clusters Score -1006608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1006609.875000 Penalty: 3001.354004
	Iteration 87Q: 3 clusters Score -1006610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1006610.062500 Penalty: 3001.354004
	Iteration 88Q: 3 clusters Score -1006610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1006608.500000 Penalty: 3001.354004
	Iteration 89Q: 3 clusters Score -1006608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1006609.500000 Penalty: 3001.354004
	Iteration 90Q: 3 clusters Score -1006610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1006610.062500 Penalty: 3001.354004
	Iteration 91Q: 3 clusters Score -1006610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1006610.437500 Penalty: 3001.354004
	Iteration 92Q: 3 clusters Score -1006610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1006610.000000 Penalty: 3001.354004
	Iteration 93Q: 3 clusters Score -1006610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1006610.937500 Penalty: 3001.354004
	Iteration 94Q: 3 clusters Score -1006611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1006611.062500 Penalty: 3001.354004
	Iteration 95Q: 3 clusters Score -1006611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1006611.312500 Penalty: 3001.354004
	Iteration 96Q: 3 clusters Score -1006611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1006611.687500 Penalty: 3001.354004
	Iteration 97Q: 3 clusters Score -1006612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1006611.750000 Penalty: 3001.354004
	Iteration 98Q: 3 clusters Score -1006612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1006612.687500 Penalty: 3001.354004
	Iteration 99Q: 3 clusters Score -1006613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1006612.687500 Penalty: 3001.354004
	Iteration 100F: 3 clusters Score -1006613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 6236 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 54033 members 
Mstep: Class 28 contains 8918 members 
Entering Unmasked Estep 
Score: -54865080.000000 Penalty: 60199.324219
Splitting cluster 13 changes total score from -54841264.000000 to -54865080.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (84847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Entering Unmasked Estep 
Score: -8767358.000000 Penalty: 1844.148315
	Iteration 0F: 2 clusters Score -8767358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8710887.000000 Penalty: 3688.296631
	Iteration 0F: 3 clusters Score -8710887 nChanged 40503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8733866.000000 Penalty: 3688.296631
	Iteration 1F: 3 clusters Score -8733866 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8734328.000000 Penalty: 3688.296631
	Iteration 2Q: 3 clusters Score -8734328 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8734697.000000 Penalty: 3688.296631
	Iteration 3Q: 3 clusters Score -8734697 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8735223.000000 Penalty: 3688.296631
	Iteration 4Q: 3 clusters Score -8735223 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8735919.000000 Penalty: 3688.296631
	Iteration 5Q: 3 clusters Score -8735919 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -8736999.000000 Penalty: 3688.296631
	Iteration 6Q: 3 clusters Score -8736999 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -8738907.000000 Penalty: 3688.296631
	Iteration 7Q: 3 clusters Score -8738907 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -8742250.000000 Penalty: 3688.296631
	Iteration 8F: 3 clusters Score -8742250 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -8747635.000000 Penalty: 3688.296631
	Iteration 9F: 3 clusters Score -8747635 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -8754599.000000 Penalty: 3688.296631
	Iteration 10F: 3 clusters Score -8754599 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -8760444.000000 Penalty: 3688.296631
	Iteration 11F: 3 clusters Score -8760444 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -8763647.000000 Penalty: 3688.296631
	Iteration 12Q: 3 clusters Score -8763647 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -8764914.000000 Penalty: 3688.296631
	Iteration 13Q: 3 clusters Score -8764914 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -8765382.000000 Penalty: 3688.296631
	Iteration 14Q: 3 clusters Score -8765382 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -8765584.000000 Penalty: 3688.296631
	Iteration 15Q: 3 clusters Score -8765584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -8765665.000000 Penalty: 3688.296631
	Iteration 16Q: 3 clusters Score -8765665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -8765715.000000 Penalty: 3688.296631
	Iteration 17Q: 3 clusters Score -8765715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -8765740.000000 Penalty: 3688.296631
	Iteration 18Q: 3 clusters Score -8765740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -8765748.000000 Penalty: 3688.296631
	Iteration 19Q: 3 clusters Score -8765748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -8765766.000000 Penalty: 3688.296631
	Iteration 20F: 3 clusters Score -8765766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -8765776.000000 Penalty: 3688.296631
	Iteration 21Q: 3 clusters Score -8765776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -8765784.000000 Penalty: 3688.296631
	Iteration 22Q: 3 clusters Score -8765784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -8765786.000000 Penalty: 3688.296631
	Iteration 23Q: 3 clusters Score -8765786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -8765784.000000 Penalty: 3688.296631
	Iteration 24Q: 3 clusters Score -8765784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -8765789.000000 Penalty: 3688.296631
	Iteration 25Q: 3 clusters Score -8765789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -8765789.000000 Penalty: 3688.296631
	Iteration 26F: 3 clusters Score -8765789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Entering Unmasked Estep 
Score: -2599573.750000 Penalty: 1645.902222
	Iteration 0F: 2 clusters Score -2599574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2582425.750000 Penalty: 3291.804443
	Iteration 0F: 3 clusters Score -2582426 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2588818.500000 Penalty: 3291.804443
	Iteration 1F: 3 clusters Score -2588818 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2589310.000000 Penalty: 3291.804443
	Iteration 2Q: 3 clusters Score -2589310 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2589847.000000 Penalty: 3291.804443
	Iteration 3F: 3 clusters Score -2589847 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2590556.500000 Penalty: 3291.804443
	Iteration 4F: 3 clusters Score -2590556 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2591500.500000 Penalty: 3291.804443
	Iteration 5F: 3 clusters Score -2591500 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2592740.000000 Penalty: 3291.804443
	Iteration 6F: 3 clusters Score -2592740 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2594147.000000 Penalty: 3291.804443
	Iteration 7F: 3 clusters Score -2594147 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2595468.500000 Penalty: 3291.804443
	Iteration 8F: 3 clusters Score -2595468 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2596451.500000 Penalty: 3291.804443
	Iteration 9Q: 3 clusters Score -2596452 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2597019.000000 Penalty: 3291.804443
	Iteration 10Q: 3 clusters Score -2597019 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2597330.000000 Penalty: 3291.804443
	Iteration 11Q: 3 clusters Score -2597330 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2597548.500000 Penalty: 3291.804443
	Iteration 12Q: 3 clusters Score -2597548 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2597701.750000 Penalty: 3291.804443
	Iteration 13Q: 3 clusters Score -2597702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2597819.250000 Penalty: 3291.804443
	Iteration 14Q: 3 clusters Score -2597819 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2597913.750000 Penalty: 3291.804443
	Iteration 15Q: 3 clusters Score -2597914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2597970.000000 Penalty: 3291.804443
	Iteration 16Q: 3 clusters Score -2597970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2598015.250000 Penalty: 3291.804443
	Iteration 17Q: 3 clusters Score -2598015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2598052.500000 Penalty: 3291.804443
	Iteration 18Q: 3 clusters Score -2598052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2598074.750000 Penalty: 3291.804443
	Iteration 19Q: 3 clusters Score -2598075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2598114.000000 Penalty: 3291.804443
	Iteration 20F: 3 clusters Score -2598114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2598140.750000 Penalty: 3291.804443
	Iteration 21Q: 3 clusters Score -2598141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2598166.500000 Penalty: 3291.804443
	Iteration 22Q: 3 clusters Score -2598166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2598174.250000 Penalty: 3291.804443
	Iteration 23Q: 3 clusters Score -2598174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2598184.250000 Penalty: 3291.804443
	Iteration 24Q: 3 clusters Score -2598184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2598197.500000 Penalty: 3291.804443
	Iteration 25Q: 3 clusters Score -2598198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2598209.500000 Penalty: 3291.804443
	Iteration 26Q: 3 clusters Score -2598210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2598216.250000 Penalty: 3291.804443
	Iteration 27Q: 3 clusters Score -2598216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2598225.000000 Penalty: 3291.804443
	Iteration 28Q: 3 clusters Score -2598225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2598229.000000 Penalty: 3291.804443
	Iteration 29Q: 3 clusters Score -2598229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2598239.000000 Penalty: 3291.804443
	Iteration 30Q: 3 clusters Score -2598239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2598239.750000 Penalty: 3291.804443
	Iteration 31Q: 3 clusters Score -2598240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2598241.750000 Penalty: 3291.804443
	Iteration 32Q: 3 clusters Score -2598242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2598244.250000 Penalty: 3291.804443
	Iteration 33Q: 3 clusters Score -2598244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2598244.750000 Penalty: 3291.804443
	Iteration 34Q: 3 clusters Score -2598245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2598248.000000 Penalty: 3291.804443
	Iteration 35Q: 3 clusters Score -2598248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2598251.000000 Penalty: 3291.804443
	Iteration 36Q: 3 clusters Score -2598251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2598251.750000 Penalty: 3291.804443
	Iteration 37Q: 3 clusters Score -2598252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2598252.000000 Penalty: 3291.804443
	Iteration 38Q: 3 clusters Score -2598252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2598251.750000 Penalty: 3291.804443
	Iteration 39Q: 3 clusters Score -2598252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2598250.000000 Penalty: 3291.804443
	Iteration 40F: 3 clusters Score -2598250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Entering Unmasked Estep 
Score: -590422.687500 Penalty: 1419.940308
	Iteration 0F: 2 clusters Score -590422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -585790.312500 Penalty: 2839.880615
	Iteration 0F: 3 clusters Score -585790.3 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -587763.250000 Penalty: 2839.880615
	Iteration 1F: 3 clusters Score -587763.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -588758.750000 Penalty: 2839.880615
	Iteration 2F: 3 clusters Score -588758.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -589795.250000 Penalty: 2839.880615
	Iteration 3F: 3 clusters Score -589795.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -590662.125000 Penalty: 2839.880615
	Iteration 4F: 3 clusters Score -590662.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -591444.812500 Penalty: 2839.880615
	Iteration 5F: 3 clusters Score -591444.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -591776.625000 Penalty: 2839.880615
	Iteration 6Q: 3 clusters Score -591776.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -591886.437500 Penalty: 2839.880615
	Iteration 7Q: 3 clusters Score -591886.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -591948.375000 Penalty: 2839.880615
	Iteration 8Q: 3 clusters Score -591948.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -591977.250000 Penalty: 2839.880615
	Iteration 9Q: 3 clusters Score -591977.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -591997.437500 Penalty: 2839.880615
	Iteration 10Q: 3 clusters Score -591997.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -592021.250000 Penalty: 2839.880615
	Iteration 11Q: 3 clusters Score -592021.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -592045.687500 Penalty: 2839.880615
	Iteration 12Q: 3 clusters Score -592045.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -592074.937500 Penalty: 2839.880615
	Iteration 13Q: 3 clusters Score -592074.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -592114.750000 Penalty: 2839.880615
	Iteration 14Q: 3 clusters Score -592114.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -592152.875000 Penalty: 2839.880615
	Iteration 15Q: 3 clusters Score -592152.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -592196.500000 Penalty: 2839.880615
	Iteration 16Q: 3 clusters Score -592196.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -592239.875000 Penalty: 2839.880615
	Iteration 17Q: 3 clusters Score -592239.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -592273.187500 Penalty: 2839.880615
	Iteration 18Q: 3 clusters Score -592273.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -592314.062500 Penalty: 2839.880615
	Iteration 19Q: 3 clusters Score -592314.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -592359.750000 Penalty: 2839.880615
	Iteration 20F: 3 clusters Score -592359.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -592395.875000 Penalty: 2839.880615
	Iteration 21Q: 3 clusters Score -592395.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -592418.250000 Penalty: 2839.880615
	Iteration 22Q: 3 clusters Score -592418.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -592440.312500 Penalty: 2839.880615
	Iteration 23Q: 3 clusters Score -592440.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -592472.562500 Penalty: 2839.880615
	Iteration 24Q: 3 clusters Score -592472.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -592500.687500 Penalty: 2839.880615
	Iteration 25Q: 3 clusters Score -592500.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -592530.625000 Penalty: 2839.880615
	Iteration 26Q: 3 clusters Score -592530.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -592560.500000 Penalty: 2839.880615
	Iteration 27Q: 3 clusters Score -592560.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -592582.812500 Penalty: 2839.880615
	Iteration 28Q: 3 clusters Score -592582.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -592594.000000 Penalty: 2839.880615
	Iteration 29Q: 3 clusters Score -592594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -592605.125000 Penalty: 2839.880615
	Iteration 30Q: 3 clusters Score -592605.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -592611.625000 Penalty: 2839.880615
	Iteration 31Q: 3 clusters Score -592611.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -592616.750000 Penalty: 2839.880615
	Iteration 32Q: 3 clusters Score -592616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -592622.250000 Penalty: 2839.880615
	Iteration 33Q: 3 clusters Score -592622.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -592627.937500 Penalty: 2839.880615
	Iteration 34Q: 3 clusters Score -592627.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -592632.750000 Penalty: 2839.880615
	Iteration 35Q: 3 clusters Score -592632.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -592640.562500 Penalty: 2839.880615
	Iteration 36Q: 3 clusters Score -592640.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -592651.312500 Penalty: 2839.880615
	Iteration 37Q: 3 clusters Score -592651.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -592662.562500 Penalty: 2839.880615
	Iteration 38Q: 3 clusters Score -592662.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -592676.375000 Penalty: 2839.880615
	Iteration 39Q: 3 clusters Score -592676.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -592700.750000 Penalty: 2839.880615
	Iteration 40F: 3 clusters Score -592700.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -592764.875000 Penalty: 2839.880615
	Iteration 41Q: 3 clusters Score -592764.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -592889.562500 Penalty: 2839.880615
	Iteration 42Q: 3 clusters Score -592889.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -593129.750000 Penalty: 2839.880615
	Iteration 43Q: 3 clusters Score -593129.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -593387.312500 Penalty: 2839.880615
	Iteration 44Q: 3 clusters Score -593387.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -593594.437500 Penalty: 2839.880615
	Iteration 45Q: 3 clusters Score -593594.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -593812.187500 Penalty: 2839.880615
	Iteration 46Q: 3 clusters Score -593812.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -594231.687500 Penalty: 2839.880615
	Iteration 47Q: 3 clusters Score -594231.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594790.312500 Penalty: 2839.880615
	Iteration 48Q: 3 clusters Score -594790.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -595259.312500 Penalty: 2839.880615
	Iteration 49Q: 3 clusters Score -595259.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -595554.187500 Penalty: 2839.880615
	Iteration 50Q: 3 clusters Score -595554.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -595770.625000 Penalty: 2839.880615
	Iteration 51Q: 3 clusters Score -595770.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -595862.312500 Penalty: 2839.880615
	Iteration 52Q: 3 clusters Score -595862.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -595900.250000 Penalty: 2839.880615
	Iteration 53Q: 3 clusters Score -595900.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -595909.312500 Penalty: 2839.880615
	Iteration 54Q: 3 clusters Score -595909.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -595912.125000 Penalty: 2839.880615
	Iteration 55Q: 3 clusters Score -595912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -595915.625000 Penalty: 2839.880615
	Iteration 56Q: 3 clusters Score -595915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -595918.500000 Penalty: 2839.880615
	Iteration 57Q: 3 clusters Score -595918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -595925.000000 Penalty: 2839.880615
	Iteration 58F: 3 clusters Score -595925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -595926.062500 Penalty: 2839.880615
	Iteration 59Q: 3 clusters Score -595926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -595931.125000 Penalty: 2839.880615
	Iteration 60F: 3 clusters Score -595931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -595931.875000 Penalty: 2839.880615
	Iteration 61Q: 3 clusters Score -595931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -595932.812500 Penalty: 2839.880615
	Iteration 62Q: 3 clusters Score -595932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -595932.750000 Penalty: 2839.880615
	Iteration 63Q: 3 clusters Score -595932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -595934.125000 Penalty: 2839.880615
	Iteration 64Q: 3 clusters Score -595934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -595935.500000 Penalty: 2839.880615
	Iteration 65Q: 3 clusters Score -595935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -595935.500000 Penalty: 2839.880615
	Iteration 66F: 3 clusters Score -595935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 54033 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 2382 members 
Entering Unmasked Estep 
Score: -54869936.000000 Penalty: 62349.296875
Splitting cluster 16 changes total score from -54841264.000000 to -54869936.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -528432.437500 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -528432.4 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 2895 members 
Entering Unmasked Estep 
Score: -524044.812500 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -524044.8 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -525790.687500 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -525790.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -526523.312500 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -526523.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -527172.750000 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -527172.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -527618.062500 Penalty: 2809.815430
	Iteration 4F: 3 clusters Score -527618.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -527902.562500 Penalty: 2809.815430
	Iteration 5F: 3 clusters Score -527902.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -528088.187500 Penalty: 2809.815430
	Iteration 6Q: 3 clusters Score -528088.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -528213.812500 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -528213.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -528299.062500 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -528299.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -528336.562500 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -528336.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -528358.187500 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -528358.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -528373.687500 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -528373.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -528384.750000 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -528384.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -528392.625000 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -528392.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -528399.687500 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -528399.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -528405.375000 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -528405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -528407.687500 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -528407.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -528411.187500 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -528411.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -528414.875000 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -528414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -528417.750000 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -528417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -528422.000000 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -528422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -528422.062500 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -528422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -528425.375000 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -528425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -528429.000000 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -528429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -528432.625000 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -528432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -528432.437500 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -528432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -528435.125000 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -528435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -528437.937500 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -528437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -528440.437500 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -528440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -528440.187500 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -528440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -528440.625000 Penalty: 2809.815430
	Iteration 30Q: 3 clusters Score -528440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -528440.625000 Penalty: 2809.815430
	Iteration 31F: 3 clusters Score -528440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 54033 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 2382 members 
Mstep: Class 30 contains 2408 members 
Entering Unmasked Estep 
Score: -54869232.000000 Penalty: 64499.273438
Splitting cluster 17 changes total score from -54841264.000000 to -54869232.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (29247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Entering Unmasked Estep 
Score: -2727977.750000 Penalty: 1671.073975
	Iteration 0F: 2 clusters Score -2727978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2708241.500000 Penalty: 3342.147949
	Iteration 0F: 3 clusters Score -2708242 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2717621.500000 Penalty: 3342.147949
	Iteration 1F: 3 clusters Score -2717622 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2720509.500000 Penalty: 3342.147949
	Iteration 2F: 3 clusters Score -2720510 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2723296.250000 Penalty: 3342.147949
	Iteration 3F: 3 clusters Score -2723296 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2725331.500000 Penalty: 3342.147949
	Iteration 4F: 3 clusters Score -2725332 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2726777.750000 Penalty: 3342.147949
	Iteration 5F: 3 clusters Score -2726778 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2727806.500000 Penalty: 3342.147949
	Iteration 6F: 3 clusters Score -2727806 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2728606.500000 Penalty: 3342.147949
	Iteration 7Q: 3 clusters Score -2728606 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2729203.250000 Penalty: 3342.147949
	Iteration 8Q: 3 clusters Score -2729203 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2729668.500000 Penalty: 3342.147949
	Iteration 9Q: 3 clusters Score -2729668 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2729974.250000 Penalty: 3342.147949
	Iteration 10Q: 3 clusters Score -2729974 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2730202.750000 Penalty: 3342.147949
	Iteration 11Q: 3 clusters Score -2730203 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2730399.250000 Penalty: 3342.147949
	Iteration 12Q: 3 clusters Score -2730399 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2730520.500000 Penalty: 3342.147949
	Iteration 13Q: 3 clusters Score -2730520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2730618.750000 Penalty: 3342.147949
	Iteration 14Q: 3 clusters Score -2730619 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2730704.750000 Penalty: 3342.147949
	Iteration 15Q: 3 clusters Score -2730705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2730759.000000 Penalty: 3342.147949
	Iteration 16Q: 3 clusters Score -2730759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2730790.250000 Penalty: 3342.147949
	Iteration 17Q: 3 clusters Score -2730790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2730811.000000 Penalty: 3342.147949
	Iteration 18Q: 3 clusters Score -2730811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2730821.750000 Penalty: 3342.147949
	Iteration 19Q: 3 clusters Score -2730822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2730828.500000 Penalty: 3342.147949
	Iteration 20F: 3 clusters Score -2730828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2730837.250000 Penalty: 3342.147949
	Iteration 21Q: 3 clusters Score -2730837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2730846.500000 Penalty: 3342.147949
	Iteration 22Q: 3 clusters Score -2730846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2730854.250000 Penalty: 3342.147949
	Iteration 23Q: 3 clusters Score -2730854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2730847.500000 Penalty: 3342.147949
	Iteration 24Q: 3 clusters Score -2730848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2730852.750000 Penalty: 3342.147949
	Iteration 25Q: 3 clusters Score -2730853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2730857.000000 Penalty: 3342.147949
	Iteration 26Q: 3 clusters Score -2730857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2730852.250000 Penalty: 3342.147949
	Iteration 27Q: 3 clusters Score -2730852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2730858.500000 Penalty: 3342.147949
	Iteration 28Q: 3 clusters Score -2730858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2730853.500000 Penalty: 3342.147949
	Iteration 29Q: 3 clusters Score -2730854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2730858.000000 Penalty: 3342.147949
	Iteration 30Q: 3 clusters Score -2730858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2730862.500000 Penalty: 3342.147949
	Iteration 31Q: 3 clusters Score -2730862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2730861.750000 Penalty: 3342.147949
	Iteration 32Q: 3 clusters Score -2730862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2730861.000000 Penalty: 3342.147949
	Iteration 33Q: 3 clusters Score -2730861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2730856.750000 Penalty: 3342.147949
	Iteration 34Q: 3 clusters Score -2730857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2730857.750000 Penalty: 3342.147949
	Iteration 35Q: 3 clusters Score -2730858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2730857.750000 Penalty: 3342.147949
	Iteration 36F: 3 clusters Score -2730858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 9826 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 6088 members 
Mstep: Class 25 contains 5289 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 54033 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 2382 members 
Mstep: Class 30 contains 2408 members 
Mstep: Class 31 contains 3539 members 
Entering Unmasked Estep 
Score: -54871276.000000 Penalty: 66649.250000
Splitting cluster 18 changes total score from -54841264.000000 to -54871276.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 17660 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 22195 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 76651 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 109718 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 84847 members 
Mstep: Class 15 contains 25050 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 25708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54882408.000000 Penalty: 66649.250000
Iteration 39Q: 32 clusters Score -5.488241e+07 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 11818 members 
Mstep: Class 5 contains 17702 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 21982 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 76387 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 108907 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 85509 members 
Mstep: Class 15 contains 25279 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 3315 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 27264 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 6439 members 
Mstep: Class 25 contains 4890 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 52036 members 
Mstep: Class 28 contains 8417 members 
Mstep: Class 29 contains 2278 members 
Mstep: Class 30 contains 2284 members 
Mstep: Class 31 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 32 clusters Score -5.489242e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 7839 members 
Mstep: Class 4 contains 12138 members 
Mstep: Class 5 contains 17353 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 21079 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 76188 members 
Mstep: Class 10 contains 7016 members 
Mstep: Class 11 contains 107678 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 1500 members 
Mstep: Class 14 contains 85849 members 
Mstep: Class 15 contains 25806 members 
Mstep: Class 16 contains 4825 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 18 contains 26076 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 26846 members 
Mstep: Class 22 contains 6638 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 6719 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 1315 members 
Mstep: Class 27 contains 51454 members 
Mstep: Class 28 contains 8305 members 
Mstep: Class 29 contains 2261 members 
Mstep: Class 30 contains 2273 members 
Mstep: Class 31 contains 3729 members 
Entering Unmasked Estep 
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Iteration 41Q: 32 clusters Score -5.489712e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 7886 members 
Mstep: Class 4 contains 12531 members 
Mstep: Class 5 contains 17161 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 20345 members 
Mstep: Class 8 contains 2413 members 
Mstep: Class 9 contains 76048 members 
Mstep: Class 10 contains 6983 members 
Mstep: Class 11 contains 106532 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 1534 members 
Mstep: Class 14 contains 86243 members 
Mstep: Class 15 contains 26320 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 26210 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 12251 members 
Mstep: Class 21 contains 26401 members 
Mstep: Class 22 contains 6730 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 6895 members 
Mstep: Class 25 contains 4840 members 
Mstep: Class 26 contains 1363 members 
Mstep: Class 27 contains 51010 members 
Mstep: Class 28 contains 8144 members 
Mstep: Class 29 contains 2238 members 
Mstep: Class 30 contains 2228 members 
Mstep: Class 31 contains 3809 members 
Entering Unmasked Estep 
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Iteration 42Q: 32 clusters Score -5.48997e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 12904 members 
Mstep: Class 5 contains 17059 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 19729 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 75916 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 105533 members 
Mstep: Class 12 contains 10251 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 86618 members 
Mstep: Class 15 contains 26754 members 
Mstep: Class 16 contains 5131 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 18 contains 26310 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 12809 members 
Mstep: Class 21 contains 26003 members 
Mstep: Class 22 contains 6790 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 7016 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 1382 members 
Mstep: Class 27 contains 50618 members 
Mstep: Class 28 contains 7997 members 
Mstep: Class 29 contains 2205 members 
Mstep: Class 30 contains 2204 members 
Mstep: Class 31 contains 3873 members 
Entering Unmasked Estep 
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Iteration 43Q: 32 clusters Score -5.49012e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 7950 members 
Mstep: Class 4 contains 13235 members 
Mstep: Class 5 contains 17022 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 19208 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 75815 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 104602 members 
Mstep: Class 12 contains 10428 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 86986 members 
Mstep: Class 15 contains 27157 members 
Mstep: Class 16 contains 5160 members 
Mstep: Class 17 contains 3318 members 
Mstep: Class 18 contains 26422 members 
Mstep: Class 19 contains 4110 members 
Mstep: Class 20 contains 13171 members 
Mstep: Class 21 contains 25742 members 
Mstep: Class 22 contains 6813 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 7126 members 
Mstep: Class 25 contains 4782 members 
Mstep: Class 26 contains 1403 members 
Mstep: Class 27 contains 50286 members 
Mstep: Class 28 contains 7868 members 
Mstep: Class 29 contains 2176 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 3920 members 
Entering Unmasked Estep 
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Iteration 44Q: 32 clusters Score -5.490202e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 17016 members 
Mstep: Class 6 contains 3801 members 
Mstep: Class 7 contains 18736 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 75729 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 103714 members 
Mstep: Class 12 contains 10589 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 14 contains 87385 members 
Mstep: Class 15 contains 27514 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 3359 members 
Mstep: Class 18 contains 26519 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13430 members 
Mstep: Class 21 contains 25590 members 
Mstep: Class 22 contains 6838 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 7195 members 
Mstep: Class 25 contains 4741 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 49953 members 
Mstep: Class 28 contains 7767 members 
Mstep: Class 29 contains 2160 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 3963 members 
Entering Unmasked Estep 
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Iteration 45Q: 32 clusters Score -5.490252e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 13775 members 
Mstep: Class 5 contains 17016 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 75654 members 
Mstep: Class 10 contains 7025 members 
Mstep: Class 11 contains 102909 members 
Mstep: Class 12 contains 10760 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 14 contains 87763 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 26607 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 13633 members 
Mstep: Class 21 contains 25467 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 7258 members 
Mstep: Class 25 contains 4714 members 
Mstep: Class 26 contains 1440 members 
Mstep: Class 27 contains 49663 members 
Mstep: Class 28 contains 7670 members 
Mstep: Class 29 contains 2153 members 
Mstep: Class 30 contains 2132 members 
Mstep: Class 31 contains 3993 members 
Entering Unmasked Estep 
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Iteration 46Q: 32 clusters Score -5.49032e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 17021 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 75604 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 11 contains 102144 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 88157 members 
Mstep: Class 15 contains 28077 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 18 contains 26712 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 13787 members 
Mstep: Class 21 contains 25359 members 
Mstep: Class 22 contains 6870 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 7295 members 
Mstep: Class 25 contains 4682 members 
Mstep: Class 26 contains 1445 members 
Mstep: Class 27 contains 49403 members 
Mstep: Class 28 contains 7582 members 
Mstep: Class 29 contains 2131 members 
Mstep: Class 30 contains 2116 members 
Mstep: Class 31 contains 4014 members 
Entering Unmasked Estep 
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Iteration 47Q: 32 clusters Score -5.490397e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 14212 members 
Mstep: Class 5 contains 17016 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 17557 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 75578 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 101394 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 88551 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 26773 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 13874 members 
Mstep: Class 21 contains 25254 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 7334 members 
Mstep: Class 25 contains 4652 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 49172 members 
Mstep: Class 28 contains 7531 members 
Mstep: Class 29 contains 2120 members 
Mstep: Class 30 contains 2099 members 
Mstep: Class 31 contains 4030 members 
Entering Unmasked Estep 
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Iteration 48Q: 32 clusters Score -5.49045e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 17026 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 17275 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 75552 members 
Mstep: Class 10 contains 7177 members 
Mstep: Class 11 contains 100643 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 1696 members 
Mstep: Class 14 contains 88960 members 
Mstep: Class 15 contains 28620 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 26842 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 13952 members 
Mstep: Class 21 contains 25159 members 
Mstep: Class 22 contains 6897 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 7353 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 48942 members 
Mstep: Class 28 contains 7469 members 
Mstep: Class 29 contains 2116 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 4040 members 
Entering Unmasked Estep 
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Iteration 49Q: 32 clusters Score -5.490518e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 8389 members 
Mstep: Class 4 contains 14524 members 
Mstep: Class 5 contains 17035 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 17060 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 75527 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 99895 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 89398 members 
Mstep: Class 15 contains 28850 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 26900 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 14008 members 
Mstep: Class 21 contains 25010 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 7365 members 
Mstep: Class 25 contains 4571 members 
Mstep: Class 26 contains 1469 members 
Mstep: Class 27 contains 48726 members 
Mstep: Class 28 contains 7411 members 
Mstep: Class 29 contains 2108 members 
Mstep: Class 30 contains 2087 members 
Mstep: Class 31 contains 4047 members 
Entering Unmasked Estep 
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Iteration 50Q: 32 clusters Score -5.490567e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8507 members 
Mstep: Class 4 contains 14651 members 
Mstep: Class 5 contains 17051 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 16866 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 75507 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 99233 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 89824 members 
Mstep: Class 15 contains 29022 members 
Mstep: Class 16 contains 5169 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 26951 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 14062 members 
Mstep: Class 21 contains 24876 members 
Mstep: Class 22 contains 6931 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 7381 members 
Mstep: Class 25 contains 4525 members 
Mstep: Class 26 contains 1478 members 
Mstep: Class 27 contains 48518 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 2105 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 4055 members 
Entering Unmasked Estep 
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Iteration 51Q: 32 clusters Score -5.490609e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 14764 members 
Mstep: Class 5 contains 17063 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 16683 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 75480 members 
Mstep: Class 10 contains 7368 members 
Mstep: Class 11 contains 98579 members 
Mstep: Class 12 contains 11675 members 
Mstep: Class 13 contains 1712 members 
Mstep: Class 14 contains 90257 members 
Mstep: Class 15 contains 29172 members 
Mstep: Class 16 contains 5175 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 27013 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 24751 members 
Mstep: Class 22 contains 6959 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 7405 members 
Mstep: Class 25 contains 4492 members 
Mstep: Class 26 contains 1481 members 
Mstep: Class 27 contains 48312 members 
Mstep: Class 28 contains 7319 members 
Mstep: Class 29 contains 2100 members 
Mstep: Class 30 contains 2093 members 
Mstep: Class 31 contains 4065 members 
Entering Unmasked Estep 
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Iteration 52Q: 32 clusters Score -5.490595e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 14875 members 
Mstep: Class 5 contains 17071 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 16519 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 75465 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 97912 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 90692 members 
Mstep: Class 15 contains 29336 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 3552 members 
Mstep: Class 18 contains 27067 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 14118 members 
Mstep: Class 21 contains 24636 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 7418 members 
Mstep: Class 25 contains 4461 members 
Mstep: Class 26 contains 1484 members 
Mstep: Class 27 contains 48130 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 2097 members 
Mstep: Class 30 contains 2093 members 
Mstep: Class 31 contains 4076 members 
Entering Unmasked Estep 
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Iteration 53Q: 32 clusters Score -5.490617e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 17082 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 16389 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 75444 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 97255 members 
Mstep: Class 12 contains 11983 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 91115 members 
Mstep: Class 15 contains 29509 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 27116 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 14126 members 
Mstep: Class 21 contains 24516 members 
Mstep: Class 22 contains 7008 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 7433 members 
Mstep: Class 25 contains 4422 members 
Mstep: Class 26 contains 1484 members 
Mstep: Class 27 contains 47933 members 
Mstep: Class 28 contains 7221 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 2104 members 
Mstep: Class 31 contains 4091 members 
Entering Unmasked Estep 
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Iteration 54Q: 32 clusters Score -5.490654e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 15030 members 
Mstep: Class 5 contains 17085 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 16266 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 75435 members 
Mstep: Class 10 contains 7570 members 
Mstep: Class 11 contains 96619 members 
Mstep: Class 12 contains 12158 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 91545 members 
Mstep: Class 15 contains 29657 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 27161 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 14147 members 
Mstep: Class 21 contains 24336 members 
Mstep: Class 22 contains 7057 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 7443 members 
Mstep: Class 25 contains 4385 members 
Mstep: Class 26 contains 1487 members 
Mstep: Class 27 contains 47741 members 
Mstep: Class 28 contains 7182 members 
Mstep: Class 29 contains 2083 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 4099 members 
Entering Unmasked Estep 
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Iteration 55Q: 32 clusters Score -5.490677e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 9174 members 
Mstep: Class 4 contains 15102 members 
Mstep: Class 5 contains 17087 members 
Mstep: Class 6 contains 3835 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 75431 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 95965 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 92018 members 
Mstep: Class 15 contains 29780 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 27220 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 14179 members 
Mstep: Class 21 contains 24168 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 7449 members 
Mstep: Class 25 contains 4358 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 47557 members 
Mstep: Class 28 contains 7132 members 
Mstep: Class 29 contains 2073 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 4103 members 
Entering Unmasked Estep 
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Iteration 56Q: 32 clusters Score -5.49071e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 4 contains 15179 members 
Mstep: Class 5 contains 17096 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 16049 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 75420 members 
Mstep: Class 10 contains 7665 members 
Mstep: Class 11 contains 95305 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 92499 members 
Mstep: Class 15 contains 29905 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 18 contains 27265 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 14196 members 
Mstep: Class 21 contains 23979 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 7459 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 47374 members 
Mstep: Class 28 contains 7095 members 
Mstep: Class 29 contains 2064 members 
Mstep: Class 30 contains 2126 members 
Mstep: Class 31 contains 4108 members 
Entering Unmasked Estep 
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Iteration 57Q: 32 clusters Score -5.49073e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 15244 members 
Mstep: Class 5 contains 17109 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 15965 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 75409 members 
Mstep: Class 10 contains 7689 members 
Mstep: Class 11 contains 94636 members 
Mstep: Class 12 contains 12691 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 93010 members 
Mstep: Class 15 contains 30024 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 27293 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 14208 members 
Mstep: Class 21 contains 23773 members 
Mstep: Class 22 contains 7232 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 1468 members 
Mstep: Class 27 contains 47203 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2060 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 4116 members 
Entering Unmasked Estep 
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Iteration 58Q: 32 clusters Score -5.490741e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 9596 members 
Mstep: Class 4 contains 15313 members 
Mstep: Class 5 contains 17131 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 75398 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 11 contains 94010 members 
Mstep: Class 12 contains 12876 members 
Mstep: Class 13 contains 1734 members 
Mstep: Class 14 contains 93464 members 
Mstep: Class 15 contains 30154 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 27312 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 14213 members 
Mstep: Class 21 contains 23577 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 7463 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 47036 members 
Mstep: Class 28 contains 7011 members 
Mstep: Class 29 contains 2049 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 4120 members 
Entering Unmasked Estep 
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Iteration 59Q: 32 clusters Score -5.490768e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 9719 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 17150 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 15811 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 75389 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 93402 members 
Mstep: Class 12 contains 13071 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 93896 members 
Mstep: Class 15 contains 30276 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 27332 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 14201 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 7368 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 7470 members 
Mstep: Class 25 contains 4301 members 
Mstep: Class 26 contains 1451 members 
Mstep: Class 27 contains 46864 members 
Mstep: Class 28 contains 6979 members 
Mstep: Class 29 contains 2041 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 4124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908092.000000 Penalty: 66649.250000
Iteration 60F: 32 clusters Score -5.490809e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 9838 members 
Mstep: Class 4 contains 15448 members 
Mstep: Class 5 contains 17145 members 
Mstep: Class 6 contains 3818 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 75387 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 11 contains 92789 members 
Mstep: Class 12 contains 13269 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 94352 members 
Mstep: Class 15 contains 30374 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 27365 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 14196 members 
Mstep: Class 21 contains 23218 members 
Mstep: Class 22 contains 7442 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 7472 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 1452 members 
Mstep: Class 27 contains 46648 members 
Mstep: Class 28 contains 6950 members 
Mstep: Class 29 contains 2032 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 4123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908456.000000 Penalty: 66649.250000
Iteration 61Q: 32 clusters Score -5.490846e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 9945 members 
Mstep: Class 4 contains 15496 members 
Mstep: Class 5 contains 17128 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 75381 members 
Mstep: Class 10 contains 7760 members 
Mstep: Class 11 contains 92191 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 94798 members 
Mstep: Class 15 contains 30472 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 27389 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 23043 members 
Mstep: Class 22 contains 7523 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 7481 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 1445 members 
Mstep: Class 27 contains 46438 members 
Mstep: Class 28 contains 6920 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908976.000000 Penalty: 66649.250000
Iteration 62Q: 32 clusters Score -5.490898e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 15367 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 75376 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 91600 members 
Mstep: Class 12 contains 13654 members 
Mstep: Class 13 contains 1749 members 
Mstep: Class 14 contains 95260 members 
Mstep: Class 15 contains 30554 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 27380 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 14194 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 7609 members 
Mstep: Class 23 contains 5847 members 
Mstep: Class 24 contains 7484 members 
Mstep: Class 25 contains 4291 members 
Mstep: Class 26 contains 1448 members 
Mstep: Class 27 contains 46237 members 
Mstep: Class 28 contains 6873 members 
Mstep: Class 29 contains 2001 members 
Mstep: Class 30 contains 2136 members 
Mstep: Class 31 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909464.000000 Penalty: 66649.250000
Iteration 63Q: 32 clusters Score -5.490946e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 10167 members 
Mstep: Class 4 contains 15634 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 3717 members 
Mstep: Class 7 contains 15237 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 75380 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 90990 members 
Mstep: Class 12 contains 13847 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 95716 members 
Mstep: Class 15 contains 30645 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 27378 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 14174 members 
Mstep: Class 21 contains 22687 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 7489 members 
Mstep: Class 25 contains 4300 members 
Mstep: Class 26 contains 1441 members 
Mstep: Class 27 contains 46011 members 
Mstep: Class 28 contains 6848 members 
Mstep: Class 29 contains 1976 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909580.000000 Penalty: 66649.250000
Iteration 64Q: 32 clusters Score -5.490958e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 10278 members 
Mstep: Class 4 contains 15699 members 
Mstep: Class 5 contains 17127 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 15118 members 
Mstep: Class 8 contains 2350 members 
Mstep: Class 9 contains 75385 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 90383 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 96182 members 
Mstep: Class 15 contains 30742 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 4116 members 
Mstep: Class 18 contains 27365 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 14158 members 
Mstep: Class 21 contains 22493 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 5825 members 
Mstep: Class 24 contains 7494 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 45786 members 
Mstep: Class 28 contains 6809 members 
Mstep: Class 29 contains 1951 members 
Mstep: Class 30 contains 2147 members 
Mstep: Class 31 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909688.000000 Penalty: 66649.250000
Iteration 65Q: 32 clusters Score -5.490969e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 17120 members 
Mstep: Class 6 contains 3705 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 2345 members 
Mstep: Class 9 contains 75382 members 
Mstep: Class 10 contains 7794 members 
Mstep: Class 11 contains 89747 members 
Mstep: Class 12 contains 14256 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 96680 members 
Mstep: Class 15 contains 30830 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 27374 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 14146 members 
Mstep: Class 21 contains 22290 members 
Mstep: Class 22 contains 7879 members 
Mstep: Class 23 contains 5817 members 
Mstep: Class 24 contains 7497 members 
Mstep: Class 25 contains 4356 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 45523 members 
Mstep: Class 28 contains 6791 members 
Mstep: Class 29 contains 1918 members 
Mstep: Class 30 contains 2148 members 
Mstep: Class 31 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909828.000000 Penalty: 66649.250000
Iteration 66Q: 32 clusters Score -5.490983e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4859 members 
Mstep: Class 3 contains 10485 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 17137 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 75377 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 89113 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 97178 members 
Mstep: Class 15 contains 30914 members 
Mstep: Class 16 contains 5323 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 27366 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 14126 members 
Mstep: Class 21 contains 22105 members 
Mstep: Class 22 contains 7975 members 
Mstep: Class 23 contains 5820 members 
Mstep: Class 24 contains 7496 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 45242 members 
Mstep: Class 28 contains 6762 members 
Mstep: Class 29 contains 1891 members 
Mstep: Class 30 contains 2158 members 
Mstep: Class 31 contains 4185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910128.000000 Penalty: 66649.250000
Iteration 67Q: 32 clusters Score -5.491013e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 10575 members 
Mstep: Class 4 contains 15854 members 
Mstep: Class 5 contains 17152 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 75376 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 88501 members 
Mstep: Class 12 contains 14706 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 97654 members 
Mstep: Class 15 contains 31003 members 
Mstep: Class 16 contains 5356 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 27372 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 21922 members 
Mstep: Class 22 contains 8057 members 
Mstep: Class 23 contains 5821 members 
Mstep: Class 24 contains 7499 members 
Mstep: Class 25 contains 4390 members 
Mstep: Class 26 contains 1438 members 
Mstep: Class 27 contains 44972 members 
Mstep: Class 28 contains 6733 members 
Mstep: Class 29 contains 1867 members 
Mstep: Class 30 contains 2170 members 
Mstep: Class 31 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910428.000000 Penalty: 66649.250000
Iteration 68Q: 32 clusters Score -5.491043e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 10675 members 
Mstep: Class 4 contains 15923 members 
Mstep: Class 5 contains 17177 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 14742 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 75377 members 
Mstep: Class 10 contains 7810 members 
Mstep: Class 11 contains 87859 members 
Mstep: Class 12 contains 14941 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 98165 members 
Mstep: Class 15 contains 31072 members 
Mstep: Class 16 contains 5409 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 27399 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 14104 members 
Mstep: Class 21 contains 21752 members 
Mstep: Class 22 contains 8131 members 
Mstep: Class 23 contains 5808 members 
Mstep: Class 24 contains 7502 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 1442 members 
Mstep: Class 27 contains 44656 members 
Mstep: Class 28 contains 6696 members 
Mstep: Class 29 contains 1852 members 
Mstep: Class 30 contains 2176 members 
Mstep: Class 31 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910548.000000 Penalty: 66649.250000
Iteration 69Q: 32 clusters Score -5.491055e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 15989 members 
Mstep: Class 5 contains 17194 members 
Mstep: Class 6 contains 3693 members 
Mstep: Class 7 contains 14641 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 75385 members 
Mstep: Class 10 contains 7806 members 
Mstep: Class 11 contains 87204 members 
Mstep: Class 12 contains 15206 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 98693 members 
Mstep: Class 15 contains 31127 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 4462 members 
Mstep: Class 18 contains 27421 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 14083 members 
Mstep: Class 21 contains 21591 members 
Mstep: Class 22 contains 8195 members 
Mstep: Class 23 contains 5804 members 
Mstep: Class 24 contains 7509 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 1440 members 
Mstep: Class 27 contains 44334 members 
Mstep: Class 28 contains 6665 members 
Mstep: Class 29 contains 1836 members 
Mstep: Class 30 contains 2187 members 
Mstep: Class 31 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910528.000000 Penalty: 66649.250000
Iteration 70Q: 32 clusters Score -5.491053e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 10860 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 17227 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 14543 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 75393 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 86478 members 
Mstep: Class 12 contains 15475 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 99261 members 
Mstep: Class 15 contains 31205 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 18 contains 27452 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 14058 members 
Mstep: Class 21 contains 21452 members 
Mstep: Class 22 contains 8250 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 7514 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 1442 members 
Mstep: Class 27 contains 44010 members 
Mstep: Class 28 contains 6639 members 
Mstep: Class 29 contains 1823 members 
Mstep: Class 30 contains 2199 members 
Mstep: Class 31 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910628.000000 Penalty: 66649.250000
Iteration 71Q: 32 clusters Score -5.491063e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 16096 members 
Mstep: Class 5 contains 17250 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 75404 members 
Mstep: Class 10 contains 7808 members 
Mstep: Class 11 contains 85739 members 
Mstep: Class 12 contains 15751 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 99841 members 
Mstep: Class 15 contains 31282 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 4505 members 
Mstep: Class 18 contains 27474 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 14028 members 
Mstep: Class 21 contains 21320 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 7513 members 
Mstep: Class 25 contains 4433 members 
Mstep: Class 26 contains 1441 members 
Mstep: Class 27 contains 43693 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 1810 members 
Mstep: Class 30 contains 2217 members 
Mstep: Class 31 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910796.000000 Penalty: 66649.250000
Iteration 72Q: 32 clusters Score -5.49108e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 16154 members 
Mstep: Class 5 contains 17282 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 75410 members 
Mstep: Class 10 contains 7810 members 
Mstep: Class 11 contains 84953 members 
Mstep: Class 12 contains 16062 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 100496 members 
Mstep: Class 15 contains 31352 members 
Mstep: Class 16 contains 5650 members 
Mstep: Class 17 contains 4519 members 
Mstep: Class 18 contains 27484 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 13986 members 
Mstep: Class 21 contains 21196 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 7508 members 
Mstep: Class 25 contains 4451 members 
Mstep: Class 26 contains 1447 members 
Mstep: Class 27 contains 43327 members 
Mstep: Class 28 contains 6623 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 2230 members 
Mstep: Class 31 contains 4233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910924.000000 Penalty: 66649.250000
Iteration 73Q: 32 clusters Score -5.491092e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 16190 members 
Mstep: Class 5 contains 17305 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 75415 members 
Mstep: Class 10 contains 7802 members 
Mstep: Class 11 contains 84130 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 101202 members 
Mstep: Class 15 contains 31415 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 4541 members 
Mstep: Class 18 contains 27496 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 13948 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 8398 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 7507 members 
Mstep: Class 25 contains 4468 members 
Mstep: Class 26 contains 1447 members 
Mstep: Class 27 contains 42955 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 2242 members 
Mstep: Class 31 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911360.000000 Penalty: 66649.250000
Iteration 74Q: 32 clusters Score -5.491136e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 11158 members 
Mstep: Class 4 contains 16224 members 
Mstep: Class 5 contains 17332 members 
Mstep: Class 6 contains 3710 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 75425 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 83298 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 101898 members 
Mstep: Class 15 contains 31485 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 27512 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 21013 members 
Mstep: Class 22 contains 8457 members 
Mstep: Class 23 contains 5827 members 
Mstep: Class 24 contains 7521 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 42513 members 
Mstep: Class 28 contains 6562 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 2250 members 
Mstep: Class 31 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911548.000000 Penalty: 66649.250000
Iteration 75Q: 32 clusters Score -5.491155e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 11203 members 
Mstep: Class 4 contains 16247 members 
Mstep: Class 5 contains 17341 members 
Mstep: Class 6 contains 3711 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 7792 members 
Mstep: Class 11 contains 82413 members 
Mstep: Class 12 contains 17155 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 102621 members 
Mstep: Class 15 contains 31567 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 27549 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 20 contains 13842 members 
Mstep: Class 21 contains 20942 members 
Mstep: Class 22 contains 8498 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 7527 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 42016 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 1762 members 
Mstep: Class 30 contains 2267 members 
Mstep: Class 31 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912096.000000 Penalty: 66649.250000
Iteration 76Q: 32 clusters Score -5.49121e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 17360 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75432 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 81453 members 
Mstep: Class 12 contains 17613 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 103394 members 
Mstep: Class 15 contains 31679 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 27578 members 
Mstep: Class 19 contains 4135 members 
Mstep: Class 20 contains 13779 members 
Mstep: Class 21 contains 20856 members 
Mstep: Class 22 contains 8550 members 
Mstep: Class 23 contains 5839 members 
Mstep: Class 24 contains 7530 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 41433 members 
Mstep: Class 28 contains 6544 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912696.000000 Penalty: 66649.250000
Iteration 77Q: 32 clusters Score -5.49127e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 16298 members 
Mstep: Class 5 contains 17364 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 14079 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75432 members 
Mstep: Class 10 contains 7794 members 
Mstep: Class 11 contains 80470 members 
Mstep: Class 12 contains 18166 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 104183 members 
Mstep: Class 15 contains 31778 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 27622 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13713 members 
Mstep: Class 21 contains 20788 members 
Mstep: Class 22 contains 8594 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 7544 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 26 contains 1470 members 
Mstep: Class 27 contains 40759 members 
Mstep: Class 28 contains 6528 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2285 members 
Mstep: Class 31 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54913572.000000 Penalty: 66649.250000
Iteration 78Q: 32 clusters Score -5.491357e+07 nChanged 2955
Entering ConstructFrom: 
Score: -54913572.000000 Penalty: 66649.250000
Entering ConstructFrom: 
Trying to split cluster 1 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -646051.062500 Penalty: 1428.146362
	Iteration 0F: 2 clusters Score -646051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -641166.562500 Penalty: 2856.292725
	Iteration 0F: 3 clusters Score -641166.6 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -642711.062500 Penalty: 2856.292725
	Iteration 1F: 3 clusters Score -642711.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -642991.062500 Penalty: 2856.292725
	Iteration 2F: 3 clusters Score -642991.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -643229.937500 Penalty: 2856.292725
	Iteration 3F: 3 clusters Score -643229.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -643489.750000 Penalty: 2856.292725
	Iteration 4F: 3 clusters Score -643489.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -643740.812500 Penalty: 2856.292725
	Iteration 5F: 3 clusters Score -643740.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -643973.250000 Penalty: 2856.292725
	Iteration 6Q: 3 clusters Score -643973.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -644166.562500 Penalty: 2856.292725
	Iteration 7Q: 3 clusters Score -644166.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -644324.187500 Penalty: 2856.292725
	Iteration 8Q: 3 clusters Score -644324.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -644457.000000 Penalty: 2856.292725
	Iteration 9Q: 3 clusters Score -644457 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -644556.250000 Penalty: 2856.292725
	Iteration 10Q: 3 clusters Score -644556.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -644633.062500 Penalty: 2856.292725
	Iteration 11Q: 3 clusters Score -644633.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -644704.125000 Penalty: 2856.292725
	Iteration 12Q: 3 clusters Score -644704.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -644748.687500 Penalty: 2856.292725
	Iteration 13Q: 3 clusters Score -644748.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -644791.812500 Penalty: 2856.292725
	Iteration 14Q: 3 clusters Score -644791.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -644826.687500 Penalty: 2856.292725
	Iteration 15Q: 3 clusters Score -644826.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -644852.875000 Penalty: 2856.292725
	Iteration 16Q: 3 clusters Score -644852.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -644873.000000 Penalty: 2856.292725
	Iteration 17Q: 3 clusters Score -644873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -644888.562500 Penalty: 2856.292725
	Iteration 18Q: 3 clusters Score -644888.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -644900.062500 Penalty: 2856.292725
	Iteration 19Q: 3 clusters Score -644900.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -644908.750000 Penalty: 2856.292725
	Iteration 20F: 3 clusters Score -644908.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -644917.312500 Penalty: 2856.292725
	Iteration 21Q: 3 clusters Score -644917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -644928.312500 Penalty: 2856.292725
	Iteration 22Q: 3 clusters Score -644928.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -644937.187500 Penalty: 2856.292725
	Iteration 23Q: 3 clusters Score -644937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -644941.750000 Penalty: 2856.292725
	Iteration 24Q: 3 clusters Score -644941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -644944.500000 Penalty: 2856.292725
	Iteration 25Q: 3 clusters Score -644944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -644947.250000 Penalty: 2856.292725
	Iteration 26Q: 3 clusters Score -644947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -644953.750000 Penalty: 2856.292725
	Iteration 27Q: 3 clusters Score -644953.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -644965.625000 Penalty: 2856.292725
	Iteration 28Q: 3 clusters Score -644965.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -644976.125000 Penalty: 2856.292725
	Iteration 29Q: 3 clusters Score -644976.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -644981.375000 Penalty: 2856.292725
	Iteration 30Q: 3 clusters Score -644981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -644982.312500 Penalty: 2856.292725
	Iteration 31Q: 3 clusters Score -644982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -644983.875000 Penalty: 2856.292725
	Iteration 32Q: 3 clusters Score -644983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -644986.000000 Penalty: 2856.292725
	Iteration 33Q: 3 clusters Score -644986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -644988.312500 Penalty: 2856.292725
	Iteration 34Q: 3 clusters Score -644988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -644988.937500 Penalty: 2856.292725
	Iteration 35Q: 3 clusters Score -644988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -644992.500000 Penalty: 2856.292725
	Iteration 36Q: 3 clusters Score -644992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -644994.000000 Penalty: 2856.292725
	Iteration 37Q: 3 clusters Score -644994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -644997.312500 Penalty: 2856.292725
	Iteration 38Q: 3 clusters Score -644997.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -644998.125000 Penalty: 2856.292725
	Iteration 39Q: 3 clusters Score -644998.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -644998.125000 Penalty: 2856.292725
	Iteration 40F: 3 clusters Score -644998.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -527055.500000 Penalty: 1387.421021
	Iteration 0F: 2 clusters Score -527055.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -523018.312500 Penalty: 2774.842041
	Iteration 0F: 3 clusters Score -523018.3 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -524189.375000 Penalty: 2774.842041
	Iteration 1F: 3 clusters Score -524189.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -524373.187500 Penalty: 2774.842041
	Iteration 2F: 3 clusters Score -524373.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -524488.812500 Penalty: 2774.842041
	Iteration 3Q: 3 clusters Score -524488.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -524590.000000 Penalty: 2774.842041
	Iteration 4Q: 3 clusters Score -524590 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -524686.812500 Penalty: 2774.842041
	Iteration 5Q: 3 clusters Score -524686.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -524786.312500 Penalty: 2774.842041
	Iteration 6Q: 3 clusters Score -524786.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -524885.500000 Penalty: 2774.842041
	Iteration 7Q: 3 clusters Score -524885.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -524986.500000 Penalty: 2774.842041
	Iteration 8Q: 3 clusters Score -524986.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -525100.875000 Penalty: 2774.842041
	Iteration 9Q: 3 clusters Score -525100.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -525200.375000 Penalty: 2774.842041
	Iteration 10Q: 3 clusters Score -525200.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -525308.375000 Penalty: 2774.842041
	Iteration 11Q: 3 clusters Score -525308.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -525393.750000 Penalty: 2774.842041
	Iteration 12Q: 3 clusters Score -525393.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -525473.500000 Penalty: 2774.842041
	Iteration 13Q: 3 clusters Score -525473.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -525552.937500 Penalty: 2774.842041
	Iteration 14Q: 3 clusters Score -525552.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -525641.187500 Penalty: 2774.842041
	Iteration 15Q: 3 clusters Score -525641.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -525691.437500 Penalty: 2774.842041
	Iteration 16Q: 3 clusters Score -525691.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -525727.187500 Penalty: 2774.842041
	Iteration 17Q: 3 clusters Score -525727.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -525754.125000 Penalty: 2774.842041
	Iteration 18Q: 3 clusters Score -525754.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -525775.875000 Penalty: 2774.842041
	Iteration 19Q: 3 clusters Score -525775.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -525799.375000 Penalty: 2774.842041
	Iteration 20F: 3 clusters Score -525799.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -525817.687500 Penalty: 2774.842041
	Iteration 21Q: 3 clusters Score -525817.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -525831.500000 Penalty: 2774.842041
	Iteration 22Q: 3 clusters Score -525831.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -525844.125000 Penalty: 2774.842041
	Iteration 23Q: 3 clusters Score -525844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -525852.312500 Penalty: 2774.842041
	Iteration 24Q: 3 clusters Score -525852.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -525860.875000 Penalty: 2774.842041
	Iteration 25Q: 3 clusters Score -525860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -525866.062500 Penalty: 2774.842041
	Iteration 26Q: 3 clusters Score -525866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -525872.437500 Penalty: 2774.842041
	Iteration 27Q: 3 clusters Score -525872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -525875.875000 Penalty: 2774.842041
	Iteration 28Q: 3 clusters Score -525875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -525877.187500 Penalty: 2774.842041
	Iteration 29Q: 3 clusters Score -525877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -525878.000000 Penalty: 2774.842041
	Iteration 30Q: 3 clusters Score -525878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -525879.437500 Penalty: 2774.842041
	Iteration 31Q: 3 clusters Score -525879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -525879.812500 Penalty: 2774.842041
	Iteration 32Q: 3 clusters Score -525879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -525879.812500 Penalty: 2774.842041
	Iteration 33F: 3 clusters Score -525879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Entering Unmasked Estep 
Score: -1143621.125000 Penalty: 1517.358276
	Iteration 0F: 2 clusters Score -1143621 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 5750 members 
Entering Unmasked Estep 
Score: -1135648.500000 Penalty: 3034.716553
	Iteration 0F: 3 clusters Score -1135648 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1138421.250000 Penalty: 3034.716553
	Iteration 1F: 3 clusters Score -1138421 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1138980.250000 Penalty: 3034.716553
	Iteration 2F: 3 clusters Score -1138980 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1139791.250000 Penalty: 3034.716553
	Iteration 3F: 3 clusters Score -1139791 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1140804.875000 Penalty: 3034.716553
	Iteration 4F: 3 clusters Score -1140805 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1141865.875000 Penalty: 3034.716553
	Iteration 5F: 3 clusters Score -1141866 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1142566.250000 Penalty: 3034.716553
	Iteration 6F: 3 clusters Score -1142566 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1142978.000000 Penalty: 3034.716553
	Iteration 7Q: 3 clusters Score -1142978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1143266.750000 Penalty: 3034.716553
	Iteration 8Q: 3 clusters Score -1143267 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1143488.375000 Penalty: 3034.716553
	Iteration 9Q: 3 clusters Score -1143488 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1143653.375000 Penalty: 3034.716553
	Iteration 10Q: 3 clusters Score -1143653 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1143736.125000 Penalty: 3034.716553
	Iteration 11Q: 3 clusters Score -1143736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1143776.625000 Penalty: 3034.716553
	Iteration 12Q: 3 clusters Score -1143777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1143803.250000 Penalty: 3034.716553
	Iteration 13Q: 3 clusters Score -1143803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1143823.000000 Penalty: 3034.716553
	Iteration 14Q: 3 clusters Score -1143823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1143838.750000 Penalty: 3034.716553
	Iteration 15Q: 3 clusters Score -1143839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1143847.125000 Penalty: 3034.716553
	Iteration 16Q: 3 clusters Score -1143847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1143851.375000 Penalty: 3034.716553
	Iteration 17Q: 3 clusters Score -1143851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1143853.875000 Penalty: 3034.716553
	Iteration 18Q: 3 clusters Score -1143854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1143855.500000 Penalty: 3034.716553
	Iteration 19Q: 3 clusters Score -1143856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1143857.625000 Penalty: 3034.716553
	Iteration 20F: 3 clusters Score -1143858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1143866.000000 Penalty: 3034.716553
	Iteration 21Q: 3 clusters Score -1143866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1143866.125000 Penalty: 3034.716553
	Iteration 22Q: 3 clusters Score -1143866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1143867.500000 Penalty: 3034.716553
	Iteration 23Q: 3 clusters Score -1143868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1143867.625000 Penalty: 3034.716553
	Iteration 24Q: 3 clusters Score -1143868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1143867.875000 Penalty: 3034.716553
	Iteration 25Q: 3 clusters Score -1143868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1143867.750000 Penalty: 3034.716553
	Iteration 26Q: 3 clusters Score -1143868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1143867.375000 Penalty: 3034.716553
	Iteration 27Q: 3 clusters Score -1143867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1143867.125000 Penalty: 3034.716553
	Iteration 28Q: 3 clusters Score -1143867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1143867.125000 Penalty: 3034.716553
	Iteration 29F: 3 clusters Score -1143867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 6516 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4841 members 
Entering Unmasked Estep 
Score: -54913404.000000 Penalty: 68799.226562
Splitting cluster 3 changes total score from -54913572.000000 to -54913404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (16303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Entering Unmasked Estep 
Score: -1640327.625000 Penalty: 1576.104492
	Iteration 0F: 2 clusters Score -1640328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1629089.875000 Penalty: 3152.208984
	Iteration 0F: 3 clusters Score -1629090 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1633283.375000 Penalty: 3152.208984
	Iteration 1F: 3 clusters Score -1633283 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1633761.625000 Penalty: 3152.208984
	Iteration 2F: 3 clusters Score -1633762 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1634306.625000 Penalty: 3152.208984
	Iteration 3F: 3 clusters Score -1634307 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1634861.250000 Penalty: 3152.208984
	Iteration 4F: 3 clusters Score -1634861 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1635452.750000 Penalty: 3152.208984
	Iteration 5F: 3 clusters Score -1635453 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1636106.375000 Penalty: 3152.208984
	Iteration 6F: 3 clusters Score -1636106 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1636826.875000 Penalty: 3152.208984
	Iteration 7F: 3 clusters Score -1636827 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1637527.875000 Penalty: 3152.208984
	Iteration 8F: 3 clusters Score -1637528 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1638165.625000 Penalty: 3152.208984
	Iteration 9Q: 3 clusters Score -1638166 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1638651.875000 Penalty: 3152.208984
	Iteration 10Q: 3 clusters Score -1638652 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1639035.875000 Penalty: 3152.208984
	Iteration 11Q: 3 clusters Score -1639036 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1639334.000000 Penalty: 3152.208984
	Iteration 12Q: 3 clusters Score -1639334 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1639580.250000 Penalty: 3152.208984
	Iteration 13Q: 3 clusters Score -1639580 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1639825.750000 Penalty: 3152.208984
	Iteration 14Q: 3 clusters Score -1639826 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1639985.750000 Penalty: 3152.208984
	Iteration 15Q: 3 clusters Score -1639986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1640094.000000 Penalty: 3152.208984
	Iteration 16Q: 3 clusters Score -1640094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1640158.750000 Penalty: 3152.208984
	Iteration 17Q: 3 clusters Score -1640159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1640198.125000 Penalty: 3152.208984
	Iteration 18Q: 3 clusters Score -1640198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1640220.375000 Penalty: 3152.208984
	Iteration 19Q: 3 clusters Score -1640220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1640240.125000 Penalty: 3152.208984
	Iteration 20F: 3 clusters Score -1640240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1640257.250000 Penalty: 3152.208984
	Iteration 21Q: 3 clusters Score -1640257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1640265.250000 Penalty: 3152.208984
	Iteration 22Q: 3 clusters Score -1640265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1640268.625000 Penalty: 3152.208984
	Iteration 23Q: 3 clusters Score -1640269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1640272.375000 Penalty: 3152.208984
	Iteration 24Q: 3 clusters Score -1640272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1640272.000000 Penalty: 3152.208984
	Iteration 25Q: 3 clusters Score -1640272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1640275.750000 Penalty: 3152.208984
	Iteration 26Q: 3 clusters Score -1640276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1640279.625000 Penalty: 3152.208984
	Iteration 27Q: 3 clusters Score -1640280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1640281.875000 Penalty: 3152.208984
	Iteration 28Q: 3 clusters Score -1640282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1640281.625000 Penalty: 3152.208984
	Iteration 29Q: 3 clusters Score -1640282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1640281.375000 Penalty: 3152.208984
	Iteration 30Q: 3 clusters Score -1640281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1640284.500000 Penalty: 3152.208984
	Iteration 31Q: 3 clusters Score -1640284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1640285.000000 Penalty: 3152.208984
	Iteration 32Q: 3 clusters Score -1640285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1640284.875000 Penalty: 3152.208984
	Iteration 33Q: 3 clusters Score -1640285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1640285.625000 Penalty: 3152.208984
	Iteration 34Q: 3 clusters Score -1640286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1640284.375000 Penalty: 3152.208984
	Iteration 35Q: 3 clusters Score -1640284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1640285.500000 Penalty: 3152.208984
	Iteration 36Q: 3 clusters Score -1640286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1640286.875000 Penalty: 3152.208984
	Iteration 37Q: 3 clusters Score -1640287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1640289.125000 Penalty: 3152.208984
	Iteration 38Q: 3 clusters Score -1640289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1640289.750000 Penalty: 3152.208984
	Iteration 39Q: 3 clusters Score -1640290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1640289.750000 Penalty: 3152.208984
	Iteration 40F: 3 clusters Score -1640290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Entering Unmasked Estep 
Score: -1729432.875000 Penalty: 1586.209717
	Iteration 0F: 2 clusters Score -1729433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1717486.000000 Penalty: 3172.419434
	Iteration 0F: 3 clusters Score -1717486 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1721846.125000 Penalty: 3172.419434
	Iteration 1F: 3 clusters Score -1721846 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1722316.000000 Penalty: 3172.419434
	Iteration 2F: 3 clusters Score -1722316 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1722866.500000 Penalty: 3172.419434
	Iteration 3F: 3 clusters Score -1722866 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1723523.125000 Penalty: 3172.419434
	Iteration 4F: 3 clusters Score -1723523 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1724266.000000 Penalty: 3172.419434
	Iteration 5F: 3 clusters Score -1724266 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1724977.125000 Penalty: 3172.419434
	Iteration 6F: 3 clusters Score -1724977 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1725649.500000 Penalty: 3172.419434
	Iteration 7F: 3 clusters Score -1725650 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1726244.375000 Penalty: 3172.419434
	Iteration 8F: 3 clusters Score -1726244 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1726708.750000 Penalty: 3172.419434
	Iteration 9Q: 3 clusters Score -1726709 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1727139.000000 Penalty: 3172.419434
	Iteration 10Q: 3 clusters Score -1727139 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1727480.875000 Penalty: 3172.419434
	Iteration 11Q: 3 clusters Score -1727481 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1727827.250000 Penalty: 3172.419434
	Iteration 12Q: 3 clusters Score -1727827 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1728119.000000 Penalty: 3172.419434
	Iteration 13Q: 3 clusters Score -1728119 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1728335.500000 Penalty: 3172.419434
	Iteration 14Q: 3 clusters Score -1728336 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1728464.375000 Penalty: 3172.419434
	Iteration 15Q: 3 clusters Score -1728464 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1728547.750000 Penalty: 3172.419434
	Iteration 16Q: 3 clusters Score -1728548 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1728592.375000 Penalty: 3172.419434
	Iteration 17Q: 3 clusters Score -1728592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1728621.750000 Penalty: 3172.419434
	Iteration 18Q: 3 clusters Score -1728622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1728641.375000 Penalty: 3172.419434
	Iteration 19Q: 3 clusters Score -1728641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1728660.750000 Penalty: 3172.419434
	Iteration 20F: 3 clusters Score -1728661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1728667.000000 Penalty: 3172.419434
	Iteration 21Q: 3 clusters Score -1728667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1728671.375000 Penalty: 3172.419434
	Iteration 22Q: 3 clusters Score -1728671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1728679.125000 Penalty: 3172.419434
	Iteration 23Q: 3 clusters Score -1728679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1728682.750000 Penalty: 3172.419434
	Iteration 24Q: 3 clusters Score -1728683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1728681.125000 Penalty: 3172.419434
	Iteration 25Q: 3 clusters Score -1728681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1728680.375000 Penalty: 3172.419434
	Iteration 26Q: 3 clusters Score -1728680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1728682.250000 Penalty: 3172.419434
	Iteration 27Q: 3 clusters Score -1728682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1728683.875000 Penalty: 3172.419434
	Iteration 28Q: 3 clusters Score -1728684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1728684.750000 Penalty: 3172.419434
	Iteration 29Q: 3 clusters Score -1728685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1728688.000000 Penalty: 3172.419434
	Iteration 30Q: 3 clusters Score -1728688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1728688.125000 Penalty: 3172.419434
	Iteration 31Q: 3 clusters Score -1728688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1728688.500000 Penalty: 3172.419434
	Iteration 32Q: 3 clusters Score -1728688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1728688.125000 Penalty: 3172.419434
	Iteration 33Q: 3 clusters Score -1728688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1728691.625000 Penalty: 3172.419434
	Iteration 34Q: 3 clusters Score -1728692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1728687.875000 Penalty: 3172.419434
	Iteration 35Q: 3 clusters Score -1728688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1728688.375000 Penalty: 3172.419434
	Iteration 36Q: 3 clusters Score -1728688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1728687.125000 Penalty: 3172.419434
	Iteration 37Q: 3 clusters Score -1728687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1728689.125000 Penalty: 3172.419434
	Iteration 38Q: 3 clusters Score -1728689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1728689.625000 Penalty: 3172.419434
	Iteration 39Q: 3 clusters Score -1728690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1728688.625000 Penalty: 3172.419434
	Iteration 40F: 3 clusters Score -1728689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1728690.500000 Penalty: 3172.419434
	Iteration 41Q: 3 clusters Score -1728690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1728689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1728689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1728688.875000 Penalty: 3172.419434
	Iteration 44Q: 3 clusters Score -1728689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1728689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1728689.125000 Penalty: 3172.419434
	Iteration 46Q: 3 clusters Score -1728689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1728686.375000 Penalty: 3172.419434
	Iteration 47Q: 3 clusters Score -1728686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1728687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1728688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1728688.750000 Penalty: 3172.419434
	Iteration 50Q: 3 clusters Score -1728689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1728692.250000 Penalty: 3172.419434
	Iteration 51Q: 3 clusters Score -1728692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1728695.000000 Penalty: 3172.419434
	Iteration 52Q: 3 clusters Score -1728695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1728687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1728694.750000 Penalty: 3172.419434
	Iteration 54Q: 3 clusters Score -1728695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1728698.000000 Penalty: 3172.419434
	Iteration 55Q: 3 clusters Score -1728698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1728700.000000 Penalty: 3172.419434
	Iteration 56Q: 3 clusters Score -1728700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1728704.000000 Penalty: 3172.419434
	Iteration 57Q: 3 clusters Score -1728704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1728708.250000 Penalty: 3172.419434
	Iteration 58Q: 3 clusters Score -1728708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1728711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1728713.750000 Penalty: 3172.419434
	Iteration 60F: 3 clusters Score -1728714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1728725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1728727.000000 Penalty: 3172.419434
	Iteration 62Q: 3 clusters Score -1728727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1728728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1728731.000000 Penalty: 3172.419434
	Iteration 64Q: 3 clusters Score -1728731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1728730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1728730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1728734.375000 Penalty: 3172.419434
	Iteration 67Q: 3 clusters Score -1728734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1728739.125000 Penalty: 3172.419434
	Iteration 68Q: 3 clusters Score -1728739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1728743.625000 Penalty: 3172.419434
	Iteration 69Q: 3 clusters Score -1728744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1728747.250000 Penalty: 3172.419434
	Iteration 70Q: 3 clusters Score -1728747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1728750.875000 Penalty: 3172.419434
	Iteration 71Q: 3 clusters Score -1728751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1728749.125000 Penalty: 3172.419434
	Iteration 72Q: 3 clusters Score -1728749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1728756.000000 Penalty: 3172.419434
	Iteration 73Q: 3 clusters Score -1728756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1728757.250000 Penalty: 3172.419434
	Iteration 74Q: 3 clusters Score -1728757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1728762.000000 Penalty: 3172.419434
	Iteration 75Q: 3 clusters Score -1728762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1728768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1728769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1728771.875000 Penalty: 3172.419434
	Iteration 78Q: 3 clusters Score -1728772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1728770.000000 Penalty: 3172.419434
	Iteration 79Q: 3 clusters Score -1728770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1728776.000000 Penalty: 3172.419434
	Iteration 80F: 3 clusters Score -1728776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1728776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1728787.750000 Penalty: 3172.419434
	Iteration 82Q: 3 clusters Score -1728788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1728794.625000 Penalty: 3172.419434
	Iteration 83Q: 3 clusters Score -1728795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1728802.500000 Penalty: 3172.419434
	Iteration 84Q: 3 clusters Score -1728802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1728805.125000 Penalty: 3172.419434
	Iteration 85Q: 3 clusters Score -1728805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1728811.125000 Penalty: 3172.419434
	Iteration 86Q: 3 clusters Score -1728811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1728819.125000 Penalty: 3172.419434
	Iteration 87Q: 3 clusters Score -1728819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1728828.625000 Penalty: 3172.419434
	Iteration 88Q: 3 clusters Score -1728829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1728840.250000 Penalty: 3172.419434
	Iteration 89Q: 3 clusters Score -1728840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1728844.500000 Penalty: 3172.419434
	Iteration 90Q: 3 clusters Score -1728844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1728856.375000 Penalty: 3172.419434
	Iteration 91Q: 3 clusters Score -1728856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1728879.250000 Penalty: 3172.419434
	Iteration 92Q: 3 clusters Score -1728879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1728905.000000 Penalty: 3172.419434
	Iteration 93Q: 3 clusters Score -1728905 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1728925.125000 Penalty: 3172.419434
	Iteration 94Q: 3 clusters Score -1728925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1728952.875000 Penalty: 3172.419434
	Iteration 95Q: 3 clusters Score -1728953 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1728981.250000 Penalty: 3172.419434
	Iteration 96Q: 3 clusters Score -1728981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1729007.500000 Penalty: 3172.419434
	Iteration 97Q: 3 clusters Score -1729008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1729041.875000 Penalty: 3172.419434
	Iteration 98Q: 3 clusters Score -1729042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1729077.875000 Penalty: 3172.419434
	Iteration 99Q: 3 clusters Score -1729078 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1729128.125000 Penalty: 3172.419434
	Iteration 100F: 3 clusters Score -1729128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1729162.125000 Penalty: 3172.419434
	Iteration 101Q: 3 clusters Score -1729162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1729217.500000 Penalty: 3172.419434
	Iteration 102Q: 3 clusters Score -1729218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1729262.375000 Penalty: 3172.419434
	Iteration 103Q: 3 clusters Score -1729262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1729302.375000 Penalty: 3172.419434
	Iteration 104Q: 3 clusters Score -1729302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1729345.625000 Penalty: 3172.419434
	Iteration 105Q: 3 clusters Score -1729346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1729388.875000 Penalty: 3172.419434
	Iteration 106Q: 3 clusters Score -1729389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1729437.000000 Penalty: 3172.419434
	Iteration 107Q: 3 clusters Score -1729437 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1729472.875000 Penalty: 3172.419434
	Iteration 108Q: 3 clusters Score -1729473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1729515.250000 Penalty: 3172.419434
	Iteration 109Q: 3 clusters Score -1729515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1729548.500000 Penalty: 3172.419434
	Iteration 110Q: 3 clusters Score -1729548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1729592.125000 Penalty: 3172.419434
	Iteration 111Q: 3 clusters Score -1729592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1729631.375000 Penalty: 3172.419434
	Iteration 112Q: 3 clusters Score -1729631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1729675.375000 Penalty: 3172.419434
	Iteration 113Q: 3 clusters Score -1729675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1729703.875000 Penalty: 3172.419434
	Iteration 114Q: 3 clusters Score -1729704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1729743.625000 Penalty: 3172.419434
	Iteration 115Q: 3 clusters Score -1729744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1729776.500000 Penalty: 3172.419434
	Iteration 116Q: 3 clusters Score -1729776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1729804.625000 Penalty: 3172.419434
	Iteration 117Q: 3 clusters Score -1729805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1729832.000000 Penalty: 3172.419434
	Iteration 118Q: 3 clusters Score -1729832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1729849.875000 Penalty: 3172.419434
	Iteration 119Q: 3 clusters Score -1729850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1729858.625000 Penalty: 3172.419434
	Iteration 120F: 3 clusters Score -1729859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1729863.250000 Penalty: 3172.419434
	Iteration 121Q: 3 clusters Score -1729863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1729868.125000 Penalty: 3172.419434
	Iteration 122Q: 3 clusters Score -1729868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1729869.000000 Penalty: 3172.419434
	Iteration 123Q: 3 clusters Score -1729869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1729867.875000 Penalty: 3172.419434
	Iteration 124Q: 3 clusters Score -1729868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1729871.625000 Penalty: 3172.419434
	Iteration 125Q: 3 clusters Score -1729872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1729872.625000 Penalty: 3172.419434
	Iteration 126Q: 3 clusters Score -1729873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1729875.000000 Penalty: 3172.419434
	Iteration 127Q: 3 clusters Score -1729875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1729874.125000 Penalty: 3172.419434
	Iteration 128Q: 3 clusters Score -1729874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1729872.875000 Penalty: 3172.419434
	Iteration 129Q: 3 clusters Score -1729873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1729873.000000 Penalty: 3172.419434
	Iteration 130Q: 3 clusters Score -1729873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1729872.625000 Penalty: 3172.419434
	Iteration 131Q: 3 clusters Score -1729873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1729873.750000 Penalty: 3172.419434
	Iteration 132Q: 3 clusters Score -1729874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1729874.875000 Penalty: 3172.419434
	Iteration 133Q: 3 clusters Score -1729875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1729873.750000 Penalty: 3172.419434
	Iteration 134Q: 3 clusters Score -1729874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1729874.375000 Penalty: 3172.419434
	Iteration 135Q: 3 clusters Score -1729874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1729874.375000 Penalty: 3172.419434
	Iteration 136F: 3 clusters Score -1729874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 14732 members 
Entering Unmasked Estep 
Score: -54913552.000000 Penalty: 68799.226562
Splitting cluster 5 changes total score from -54913572.000000 to -54913552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -308438.906250 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -308438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -305352.593750 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -305352.6 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -306419.906250 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -306419.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -306889.375000 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -306889.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -307295.000000 Penalty: 2671.805908
	Iteration 3F: 3 clusters Score -307295 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -307599.281250 Penalty: 2671.805908
	Iteration 4F: 3 clusters Score -307599.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -307785.656250 Penalty: 2671.805908
	Iteration 5F: 3 clusters Score -307785.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -307905.281250 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -307905.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -307984.625000 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -307984.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -308063.437500 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -308063.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -308143.593750 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -308143.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -308234.156250 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -308234.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -308299.625000 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -308299.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -308338.406250 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -308338.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -308356.593750 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -308356.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -308369.281250 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -308369.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -308376.718750 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -308376.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -308383.437500 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -308383.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -308388.062500 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -308388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -308393.468750 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -308393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -308396.125000 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -308396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -308398.218750 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -308398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -308404.687500 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -308404.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -308409.750000 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -308409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -308412.156250 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -308412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -308415.812500 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -308415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -308419.843750 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -308419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -308423.093750 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -308423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -308423.625000 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -308423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -308424.281250 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -308424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -308426.593750 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -308426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -308427.500000 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -308427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -308428.468750 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -308428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -308428.468750 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -308428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -308429.562500 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -308429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -308429.781250 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -308429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -308430.406250 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -308430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -308430.406250 Penalty: 2671.805908
	Iteration 36F: 3 clusters Score -308430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Entering Unmasked Estep 
Score: -1369517.375000 Penalty: 1551.797485
	Iteration 0F: 2 clusters Score -1369517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1359819.250000 Penalty: 3103.594971
	Iteration 0F: 3 clusters Score -1359819 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1363534.000000 Penalty: 3103.594971
	Iteration 1F: 3 clusters Score -1363534 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1364109.625000 Penalty: 3103.594971
	Iteration 2F: 3 clusters Score -1364110 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1364636.250000 Penalty: 3103.594971
	Iteration 3F: 3 clusters Score -1364636 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1365062.750000 Penalty: 3103.594971
	Iteration 4F: 3 clusters Score -1365063 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1365376.125000 Penalty: 3103.594971
	Iteration 5Q: 3 clusters Score -1365376 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1365639.625000 Penalty: 3103.594971
	Iteration 6Q: 3 clusters Score -1365640 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1365801.375000 Penalty: 3103.594971
	Iteration 7Q: 3 clusters Score -1365801 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1365911.375000 Penalty: 3103.594971
	Iteration 8Q: 3 clusters Score -1365911 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1365999.875000 Penalty: 3103.594971
	Iteration 9Q: 3 clusters Score -1366000 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1366074.125000 Penalty: 3103.594971
	Iteration 10Q: 3 clusters Score -1366074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1366130.000000 Penalty: 3103.594971
	Iteration 11Q: 3 clusters Score -1366130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1366186.625000 Penalty: 3103.594971
	Iteration 12Q: 3 clusters Score -1366187 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1366236.625000 Penalty: 3103.594971
	Iteration 13Q: 3 clusters Score -1366237 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1366266.875000 Penalty: 3103.594971
	Iteration 14Q: 3 clusters Score -1366267 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1366300.875000 Penalty: 3103.594971
	Iteration 15Q: 3 clusters Score -1366301 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1366328.250000 Penalty: 3103.594971
	Iteration 16Q: 3 clusters Score -1366328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1366351.375000 Penalty: 3103.594971
	Iteration 17Q: 3 clusters Score -1366351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1366365.000000 Penalty: 3103.594971
	Iteration 18Q: 3 clusters Score -1366365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1366383.250000 Penalty: 3103.594971
	Iteration 19Q: 3 clusters Score -1366383 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1366401.625000 Penalty: 3103.594971
	Iteration 20F: 3 clusters Score -1366402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1366414.750000 Penalty: 3103.594971
	Iteration 21Q: 3 clusters Score -1366415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1366427.375000 Penalty: 3103.594971
	Iteration 22Q: 3 clusters Score -1366427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1366440.000000 Penalty: 3103.594971
	Iteration 23Q: 3 clusters Score -1366440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1366451.375000 Penalty: 3103.594971
	Iteration 24Q: 3 clusters Score -1366451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1366476.000000 Penalty: 3103.594971
	Iteration 25Q: 3 clusters Score -1366476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1366485.375000 Penalty: 3103.594971
	Iteration 26Q: 3 clusters Score -1366485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1366499.625000 Penalty: 3103.594971
	Iteration 27Q: 3 clusters Score -1366500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1366528.000000 Penalty: 3103.594971
	Iteration 28Q: 3 clusters Score -1366528 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1366555.500000 Penalty: 3103.594971
	Iteration 29Q: 3 clusters Score -1366556 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1366595.375000 Penalty: 3103.594971
	Iteration 30Q: 3 clusters Score -1366595 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1366652.500000 Penalty: 3103.594971
	Iteration 31Q: 3 clusters Score -1366652 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1366744.875000 Penalty: 3103.594971
	Iteration 32Q: 3 clusters Score -1366745 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1366866.375000 Penalty: 3103.594971
	Iteration 33Q: 3 clusters Score -1366866 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1366995.875000 Penalty: 3103.594971
	Iteration 34Q: 3 clusters Score -1366996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1367125.375000 Penalty: 3103.594971
	Iteration 35Q: 3 clusters Score -1367125 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1367271.750000 Penalty: 3103.594971
	Iteration 36Q: 3 clusters Score -1367272 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1367413.625000 Penalty: 3103.594971
	Iteration 37Q: 3 clusters Score -1367414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1367566.500000 Penalty: 3103.594971
	Iteration 38Q: 3 clusters Score -1367566 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1367771.625000 Penalty: 3103.594971
	Iteration 39Q: 3 clusters Score -1367772 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1368001.750000 Penalty: 3103.594971
	Iteration 40F: 3 clusters Score -1368002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1368229.000000 Penalty: 3103.594971
	Iteration 41Q: 3 clusters Score -1368229 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1368386.500000 Penalty: 3103.594971
	Iteration 42Q: 3 clusters Score -1368386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1368485.625000 Penalty: 3103.594971
	Iteration 43Q: 3 clusters Score -1368486 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1368524.500000 Penalty: 3103.594971
	Iteration 44Q: 3 clusters Score -1368524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1368541.875000 Penalty: 3103.594971
	Iteration 45Q: 3 clusters Score -1368542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1368557.875000 Penalty: 3103.594971
	Iteration 46Q: 3 clusters Score -1368558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1368564.750000 Penalty: 3103.594971
	Iteration 47Q: 3 clusters Score -1368565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1368570.000000 Penalty: 3103.594971
	Iteration 48Q: 3 clusters Score -1368570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1368574.250000 Penalty: 3103.594971
	Iteration 49Q: 3 clusters Score -1368574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1368576.375000 Penalty: 3103.594971
	Iteration 50Q: 3 clusters Score -1368576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1368577.875000 Penalty: 3103.594971
	Iteration 51Q: 3 clusters Score -1368578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1368576.500000 Penalty: 3103.594971
	Iteration 52Q: 3 clusters Score -1368576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1368576.750000 Penalty: 3103.594971
	Iteration 53Q: 3 clusters Score -1368577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1368579.250000 Penalty: 3103.594971
	Iteration 54Q: 3 clusters Score -1368579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1368578.750000 Penalty: 3103.594971
	Iteration 55Q: 3 clusters Score -1368579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1368578.250000 Penalty: 3103.594971
	Iteration 56Q: 3 clusters Score -1368578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1368579.250000 Penalty: 3103.594971
	Iteration 57Q: 3 clusters Score -1368579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1368581.000000 Penalty: 3103.594971
	Iteration 58Q: 3 clusters Score -1368581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1368581.875000 Penalty: 3103.594971
	Iteration 59Q: 3 clusters Score -1368582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1368581.875000 Penalty: 3103.594971
	Iteration 60F: 3 clusters Score -1368582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -221054.656250 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -221054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -218802.265625 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -218802.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -219555.343750 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -219555.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -219911.578125 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -219911.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -220159.640625 Penalty: 2519.508789
	Iteration 3F: 3 clusters Score -220159.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -220335.343750 Penalty: 2519.508789
	Iteration 4F: 3 clusters Score -220335.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -220463.437500 Penalty: 2519.508789
	Iteration 5F: 3 clusters Score -220463.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -220567.828125 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -220567.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -220645.890625 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -220645.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -220704.968750 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -220705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -220755.312500 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -220755.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -220791.859375 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -220791.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -220820.296875 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -220820.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -220845.406250 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -220845.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -220861.296875 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -220861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -220879.093750 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -220879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -220896.671875 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -220896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -220909.281250 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -220909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -220922.046875 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -220922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -220932.500000 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -220932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -220940.265625 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -220940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -220951.109375 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -220951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -220968.546875 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -220968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -221013.484375 Penalty: 2519.508789
	Iteration 22Q: 3 clusters Score -221013.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -221093.421875 Penalty: 2519.508789
	Iteration 23Q: 3 clusters Score -221093.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -221148.906250 Penalty: 2519.508789
	Iteration 24Q: 3 clusters Score -221148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -221187.359375 Penalty: 2519.508789
	Iteration 25Q: 3 clusters Score -221187.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -221213.296875 Penalty: 2519.508789
	Iteration 26Q: 3 clusters Score -221213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -221226.046875 Penalty: 2519.508789
	Iteration 27Q: 3 clusters Score -221226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -221234.468750 Penalty: 2519.508789
	Iteration 28Q: 3 clusters Score -221234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -221237.906250 Penalty: 2519.508789
	Iteration 29Q: 3 clusters Score -221237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -221244.609375 Penalty: 2519.508789
	Iteration 30Q: 3 clusters Score -221244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -221247.031250 Penalty: 2519.508789
	Iteration 31Q: 3 clusters Score -221247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -221247.203125 Penalty: 2519.508789
	Iteration 32Q: 3 clusters Score -221247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -221247.734375 Penalty: 2519.508789
	Iteration 33Q: 3 clusters Score -221247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -221248.359375 Penalty: 2519.508789
	Iteration 34Q: 3 clusters Score -221248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -221248.359375 Penalty: 2519.508789
	Iteration 35F: 3 clusters Score -221248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 1953 members 
Entering Unmasked Estep 
Score: -54913132.000000 Penalty: 68799.226562
Splitting cluster 8 changes total score from -54913572.000000 to -54913132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (75427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Entering Unmasked Estep 
Score: -7979971.000000 Penalty: 1825.024658
	Iteration 0F: 2 clusters Score -7979971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -7929618.000000 Penalty: 3650.049316
	Iteration 0F: 3 clusters Score -7929618 nChanged 35698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7950217.500000 Penalty: 3650.049316
	Iteration 1F: 3 clusters Score -7950218 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -7951379.500000 Penalty: 3650.049316
	Iteration 2Q: 3 clusters Score -7951380 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -7953152.000000 Penalty: 3650.049316
	Iteration 3F: 3 clusters Score -7953152 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -7955901.000000 Penalty: 3650.049316
	Iteration 4F: 3 clusters Score -7955901 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -7959584.500000 Penalty: 3650.049316
	Iteration 5F: 3 clusters Score -7959584 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7963893.000000 Penalty: 3650.049316
	Iteration 6F: 3 clusters Score -7963893 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -7967931.500000 Penalty: 3650.049316
	Iteration 7F: 3 clusters Score -7967932 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -7971775.500000 Penalty: 3650.049316
	Iteration 8F: 3 clusters Score -7971776 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -7975219.500000 Penalty: 3650.049316
	Iteration 9Q: 3 clusters Score -7975220 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7976991.000000 Penalty: 3650.049316
	Iteration 10Q: 3 clusters Score -7976991 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -7977535.500000 Penalty: 3650.049316
	Iteration 11Q: 3 clusters Score -7977536 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -7977845.000000 Penalty: 3650.049316
	Iteration 12Q: 3 clusters Score -7977845 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7978078.500000 Penalty: 3650.049316
	Iteration 13Q: 3 clusters Score -7978078 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7978246.000000 Penalty: 3650.049316
	Iteration 14Q: 3 clusters Score -7978246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7978343.500000 Penalty: 3650.049316
	Iteration 15Q: 3 clusters Score -7978344 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7978389.000000 Penalty: 3650.049316
	Iteration 16Q: 3 clusters Score -7978389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7978464.000000 Penalty: 3650.049316
	Iteration 17Q: 3 clusters Score -7978464 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7978528.500000 Penalty: 3650.049316
	Iteration 18Q: 3 clusters Score -7978528 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7978562.500000 Penalty: 3650.049316
	Iteration 19Q: 3 clusters Score -7978562 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7978611.000000 Penalty: 3650.049316
	Iteration 20F: 3 clusters Score -7978611 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7978642.500000 Penalty: 3650.049316
	Iteration 21Q: 3 clusters Score -7978642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7978658.000000 Penalty: 3650.049316
	Iteration 22Q: 3 clusters Score -7978658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -7978674.500000 Penalty: 3650.049316
	Iteration 23Q: 3 clusters Score -7978674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7978697.500000 Penalty: 3650.049316
	Iteration 24Q: 3 clusters Score -7978698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7978702.000000 Penalty: 3650.049316
	Iteration 25Q: 3 clusters Score -7978702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7978719.500000 Penalty: 3650.049316
	Iteration 26Q: 3 clusters Score -7978720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7978733.000000 Penalty: 3650.049316
	Iteration 27Q: 3 clusters Score -7978733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7978733.500000 Penalty: 3650.049316
	Iteration 28Q: 3 clusters Score -7978734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7978744.500000 Penalty: 3650.049316
	Iteration 29Q: 3 clusters Score -7978744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7978767.000000 Penalty: 3650.049316
	Iteration 30Q: 3 clusters Score -7978767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7978777.500000 Penalty: 3650.049316
	Iteration 31Q: 3 clusters Score -7978778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7978784.500000 Penalty: 3650.049316
	Iteration 32Q: 3 clusters Score -7978784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7978789.000000 Penalty: 3650.049316
	Iteration 33Q: 3 clusters Score -7978789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7978796.000000 Penalty: 3650.049316
	Iteration 34Q: 3 clusters Score -7978796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7978795.500000 Penalty: 3650.049316
	Iteration 35Q: 3 clusters Score -7978796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7978794.500000 Penalty: 3650.049316
	Iteration 36Q: 3 clusters Score -7978794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7978795.500000 Penalty: 3650.049316
	Iteration 37Q: 3 clusters Score -7978796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7978817.500000 Penalty: 3650.049316
	Iteration 38Q: 3 clusters Score -7978818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7978842.500000 Penalty: 3650.049316
	Iteration 39Q: 3 clusters Score -7978842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7978830.000000 Penalty: 3650.049316
	Iteration 40F: 3 clusters Score -7978830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7978827.000000 Penalty: 3650.049316
	Iteration 41Q: 3 clusters Score -7978827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7978825.000000 Penalty: 3650.049316
	Iteration 42Q: 3 clusters Score -7978825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7978820.000000 Penalty: 3650.049316
	Iteration 43Q: 3 clusters Score -7978820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7978819.500000 Penalty: 3650.049316
	Iteration 44Q: 3 clusters Score -7978820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7978827.000000 Penalty: 3650.049316
	Iteration 45Q: 3 clusters Score -7978827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7978833.000000 Penalty: 3650.049316
	Iteration 46Q: 3 clusters Score -7978833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7978851.000000 Penalty: 3650.049316
	Iteration 47Q: 3 clusters Score -7978851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7978854.500000 Penalty: 3650.049316
	Iteration 48Q: 3 clusters Score -7978854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7978857.000000 Penalty: 3650.049316
	Iteration 49Q: 3 clusters Score -7978857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7978866.000000 Penalty: 3650.049316
	Iteration 50Q: 3 clusters Score -7978866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7978868.500000 Penalty: 3650.049316
	Iteration 51Q: 3 clusters Score -7978868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7978863.000000 Penalty: 3650.049316
	Iteration 52Q: 3 clusters Score -7978863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7978873.000000 Penalty: 3650.049316
	Iteration 53Q: 3 clusters Score -7978873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7978878.000000 Penalty: 3650.049316
	Iteration 54Q: 3 clusters Score -7978878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7978866.000000 Penalty: 3650.049316
	Iteration 55Q: 3 clusters Score -7978866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7978865.000000 Penalty: 3650.049316
	Iteration 56Q: 3 clusters Score -7978865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7978868.500000 Penalty: 3650.049316
	Iteration 57Q: 3 clusters Score -7978868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7978867.000000 Penalty: 3650.049316
	Iteration 58Q: 3 clusters Score -7978867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7978877.500000 Penalty: 3650.049316
	Iteration 59Q: 3 clusters Score -7978878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7978881.500000 Penalty: 3650.049316
	Iteration 60F: 3 clusters Score -7978882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7978874.500000 Penalty: 3650.049316
	Iteration 61Q: 3 clusters Score -7978874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7978873.000000 Penalty: 3650.049316
	Iteration 62Q: 3 clusters Score -7978873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7978871.500000 Penalty: 3650.049316
	Iteration 63Q: 3 clusters Score -7978872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7978873.500000 Penalty: 3650.049316
	Iteration 64Q: 3 clusters Score -7978874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7978879.000000 Penalty: 3650.049316
	Iteration 65Q: 3 clusters Score -7978879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7978884.500000 Penalty: 3650.049316
	Iteration 66Q: 3 clusters Score -7978884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7978882.000000 Penalty: 3650.049316
	Iteration 67Q: 3 clusters Score -7978882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7978879.500000 Penalty: 3650.049316
	Iteration 68Q: 3 clusters Score -7978880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7978881.500000 Penalty: 3650.049316
	Iteration 69Q: 3 clusters Score -7978882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7978891.500000 Penalty: 3650.049316
	Iteration 70Q: 3 clusters Score -7978892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7978890.500000 Penalty: 3650.049316
	Iteration 71Q: 3 clusters Score -7978890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7978883.000000 Penalty: 3650.049316
	Iteration 72Q: 3 clusters Score -7978883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7978885.500000 Penalty: 3650.049316
	Iteration 73Q: 3 clusters Score -7978886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7978886.000000 Penalty: 3650.049316
	Iteration 74Q: 3 clusters Score -7978886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7978880.500000 Penalty: 3650.049316
	Iteration 75Q: 3 clusters Score -7978880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7978881.500000 Penalty: 3650.049316
	Iteration 76Q: 3 clusters Score -7978882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7978877.500000 Penalty: 3650.049316
	Iteration 77Q: 3 clusters Score -7978878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7978884.000000 Penalty: 3650.049316
	Iteration 78Q: 3 clusters Score -7978884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7978881.000000 Penalty: 3650.049316
	Iteration 79Q: 3 clusters Score -7978881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7978877.500000 Penalty: 3650.049316
	Iteration 80F: 3 clusters Score -7978878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7978873.500000 Penalty: 3650.049316
	Iteration 81Q: 3 clusters Score -7978874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7978887.500000 Penalty: 3650.049316
	Iteration 82Q: 3 clusters Score -7978888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7978887.000000 Penalty: 3650.049316
	Iteration 83Q: 3 clusters Score -7978887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7978878.000000 Penalty: 3650.049316
	Iteration 84Q: 3 clusters Score -7978878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7978895.000000 Penalty: 3650.049316
	Iteration 85Q: 3 clusters Score -7978895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7978894.500000 Penalty: 3650.049316
	Iteration 86Q: 3 clusters Score -7978894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7978888.000000 Penalty: 3650.049316
	Iteration 87Q: 3 clusters Score -7978888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7978886.000000 Penalty: 3650.049316
	Iteration 88Q: 3 clusters Score -7978886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7978893.500000 Penalty: 3650.049316
	Iteration 89Q: 3 clusters Score -7978894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7978892.500000 Penalty: 3650.049316
	Iteration 90Q: 3 clusters Score -7978892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7978891.500000 Penalty: 3650.049316
	Iteration 91Q: 3 clusters Score -7978892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7978891.500000 Penalty: 3650.049316
	Iteration 92F: 3 clusters Score -7978892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -752924.062500 Penalty: 1456.055176
	Iteration 0F: 2 clusters Score -752924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -747215.687500 Penalty: 2912.110352
	Iteration 0F: 3 clusters Score -747215.7 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -749247.250000 Penalty: 2912.110352
	Iteration 1F: 3 clusters Score -749247.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -749841.375000 Penalty: 2912.110352
	Iteration 2F: 3 clusters Score -749841.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -750642.000000 Penalty: 2912.110352
	Iteration 3F: 3 clusters Score -750642 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -751694.812500 Penalty: 2912.110352
	Iteration 4F: 3 clusters Score -751694.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -752695.062500 Penalty: 2912.110352
	Iteration 5F: 3 clusters Score -752695.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -753301.875000 Penalty: 2912.110352
	Iteration 6F: 3 clusters Score -753301.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -753737.750000 Penalty: 2912.110352
	Iteration 7Q: 3 clusters Score -753737.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -754149.937500 Penalty: 2912.110352
	Iteration 8Q: 3 clusters Score -754149.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -754435.812500 Penalty: 2912.110352
	Iteration 9Q: 3 clusters Score -754435.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -754568.375000 Penalty: 2912.110352
	Iteration 10Q: 3 clusters Score -754568.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -754664.812500 Penalty: 2912.110352
	Iteration 11Q: 3 clusters Score -754664.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -754800.312500 Penalty: 2912.110352
	Iteration 12Q: 3 clusters Score -754800.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -754956.187500 Penalty: 2912.110352
	Iteration 13Q: 3 clusters Score -754956.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -755120.687500 Penalty: 2912.110352
	Iteration 14Q: 3 clusters Score -755120.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -755289.000000 Penalty: 2912.110352
	Iteration 15Q: 3 clusters Score -755289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -755414.500000 Penalty: 2912.110352
	Iteration 16Q: 3 clusters Score -755414.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -755522.687500 Penalty: 2912.110352
	Iteration 17Q: 3 clusters Score -755522.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -755604.875000 Penalty: 2912.110352
	Iteration 18Q: 3 clusters Score -755604.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -755655.187500 Penalty: 2912.110352
	Iteration 19Q: 3 clusters Score -755655.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -755695.375000 Penalty: 2912.110352
	Iteration 20F: 3 clusters Score -755695.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -755710.250000 Penalty: 2912.110352
	Iteration 21Q: 3 clusters Score -755710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -755715.437500 Penalty: 2912.110352
	Iteration 22Q: 3 clusters Score -755715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -755714.687500 Penalty: 2912.110352
	Iteration 23Q: 3 clusters Score -755714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -755717.812500 Penalty: 2912.110352
	Iteration 24Q: 3 clusters Score -755717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -755717.062500 Penalty: 2912.110352
	Iteration 25Q: 3 clusters Score -755717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -755719.437500 Penalty: 2912.110352
	Iteration 26Q: 3 clusters Score -755719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -755717.812500 Penalty: 2912.110352
	Iteration 27Q: 3 clusters Score -755717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -755718.625000 Penalty: 2912.110352
	Iteration 28Q: 3 clusters Score -755718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -755719.000000 Penalty: 2912.110352
	Iteration 29Q: 3 clusters Score -755719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -755719.687500 Penalty: 2912.110352
	Iteration 30Q: 3 clusters Score -755719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -755719.687500 Penalty: 2912.110352
	Iteration 31F: 3 clusters Score -755719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4685 members 
Entering Unmasked Estep 
Score: -54915976.000000 Penalty: 68799.226562
Splitting cluster 10 changes total score from -54913572.000000 to -54915976.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (79429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Entering Unmasked Estep 
Score: -8117526.500000 Penalty: 1833.425537
	Iteration 0F: 2 clusters Score -8117526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -8064153.500000 Penalty: 3666.851074
	Iteration 0F: 3 clusters Score -8064154 nChanged 38025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -8087804.500000 Penalty: 3666.851074
	Iteration 1F: 3 clusters Score -8087804 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8089727.500000 Penalty: 3666.851074
	Iteration 2F: 3 clusters Score -8089728 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -8092666.000000 Penalty: 3666.851074
	Iteration 3F: 3 clusters Score -8092666 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -8096922.500000 Penalty: 3666.851074
	Iteration 4F: 3 clusters Score -8096922 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -8101988.000000 Penalty: 3666.851074
	Iteration 5F: 3 clusters Score -8101988 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -8107053.000000 Penalty: 3666.851074
	Iteration 6F: 3 clusters Score -8107053 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -8110899.000000 Penalty: 3666.851074
	Iteration 7F: 3 clusters Score -8110899 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8113049.500000 Penalty: 3666.851074
	Iteration 8Q: 3 clusters Score -8113050 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8114240.000000 Penalty: 3666.851074
	Iteration 9Q: 3 clusters Score -8114240 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8114906.500000 Penalty: 3666.851074
	Iteration 10Q: 3 clusters Score -8114906 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8115272.500000 Penalty: 3666.851074
	Iteration 11Q: 3 clusters Score -8115272 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8115548.500000 Penalty: 3666.851074
	Iteration 12Q: 3 clusters Score -8115548 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8115787.000000 Penalty: 3666.851074
	Iteration 13Q: 3 clusters Score -8115787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8115916.500000 Penalty: 3666.851074
	Iteration 14Q: 3 clusters Score -8115916 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8116018.000000 Penalty: 3666.851074
	Iteration 15Q: 3 clusters Score -8116018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8116080.500000 Penalty: 3666.851074
	Iteration 16Q: 3 clusters Score -8116080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8116103.000000 Penalty: 3666.851074
	Iteration 17Q: 3 clusters Score -8116103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8116128.000000 Penalty: 3666.851074
	Iteration 18Q: 3 clusters Score -8116128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8116156.000000 Penalty: 3666.851074
	Iteration 19Q: 3 clusters Score -8116156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8116171.000000 Penalty: 3666.851074
	Iteration 20F: 3 clusters Score -8116171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8116186.500000 Penalty: 3666.851074
	Iteration 21Q: 3 clusters Score -8116186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8116192.500000 Penalty: 3666.851074
	Iteration 22Q: 3 clusters Score -8116192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8116208.000000 Penalty: 3666.851074
	Iteration 23Q: 3 clusters Score -8116208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8116215.000000 Penalty: 3666.851074
	Iteration 24Q: 3 clusters Score -8116215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8116221.000000 Penalty: 3666.851074
	Iteration 25Q: 3 clusters Score -8116221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8116215.500000 Penalty: 3666.851074
	Iteration 26Q: 3 clusters Score -8116216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8116215.000000 Penalty: 3666.851074
	Iteration 27Q: 3 clusters Score -8116215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8116224.500000 Penalty: 3666.851074
	Iteration 28Q: 3 clusters Score -8116224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8116221.000000 Penalty: 3666.851074
	Iteration 29Q: 3 clusters Score -8116221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8116223.000000 Penalty: 3666.851074
	Iteration 30Q: 3 clusters Score -8116223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8116225.500000 Penalty: 3666.851074
	Iteration 31Q: 3 clusters Score -8116226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8116228.500000 Penalty: 3666.851074
	Iteration 32Q: 3 clusters Score -8116228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8116231.000000 Penalty: 3666.851074
	Iteration 33Q: 3 clusters Score -8116231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8116230.500000 Penalty: 3666.851074
	Iteration 34Q: 3 clusters Score -8116230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8116229.000000 Penalty: 3666.851074
	Iteration 35Q: 3 clusters Score -8116229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8116225.500000 Penalty: 3666.851074
	Iteration 36Q: 3 clusters Score -8116226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8116226.000000 Penalty: 3666.851074
	Iteration 37Q: 3 clusters Score -8116226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8116229.000000 Penalty: 3666.851074
	Iteration 38Q: 3 clusters Score -8116229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8116229.000000 Penalty: 3666.851074
	Iteration 39Q: 3 clusters Score -8116229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8116230.500000 Penalty: 3666.851074
	Iteration 40F: 3 clusters Score -8116230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8116226.500000 Penalty: 3666.851074
	Iteration 41Q: 3 clusters Score -8116226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8116226.500000 Penalty: 3666.851074
	Iteration 42F: 3 clusters Score -8116226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Entering Unmasked Estep 
Score: -1919871.000000 Penalty: 1599.184082
	Iteration 0F: 2 clusters Score -1919871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1906917.500000 Penalty: 3198.368164
	Iteration 0F: 3 clusters Score -1906918 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1911665.000000 Penalty: 3198.368164
	Iteration 1F: 3 clusters Score -1911665 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1912102.750000 Penalty: 3198.368164
	Iteration 2F: 3 clusters Score -1912103 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1912548.750000 Penalty: 3198.368164
	Iteration 3F: 3 clusters Score -1912549 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1913011.125000 Penalty: 3198.368164
	Iteration 4F: 3 clusters Score -1913011 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1913518.000000 Penalty: 3198.368164
	Iteration 5F: 3 clusters Score -1913518 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1914055.625000 Penalty: 3198.368164
	Iteration 6F: 3 clusters Score -1914056 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1914573.625000 Penalty: 3198.368164
	Iteration 7F: 3 clusters Score -1914574 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1915032.250000 Penalty: 3198.368164
	Iteration 8Q: 3 clusters Score -1915032 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1915448.875000 Penalty: 3198.368164
	Iteration 9Q: 3 clusters Score -1915449 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1915800.000000 Penalty: 3198.368164
	Iteration 10Q: 3 clusters Score -1915800 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1916088.875000 Penalty: 3198.368164
	Iteration 11Q: 3 clusters Score -1916089 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1916297.750000 Penalty: 3198.368164
	Iteration 12Q: 3 clusters Score -1916298 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1916437.000000 Penalty: 3198.368164
	Iteration 13Q: 3 clusters Score -1916437 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1916545.375000 Penalty: 3198.368164
	Iteration 14Q: 3 clusters Score -1916545 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1916628.875000 Penalty: 3198.368164
	Iteration 15Q: 3 clusters Score -1916629 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1916701.250000 Penalty: 3198.368164
	Iteration 16Q: 3 clusters Score -1916701 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1916780.250000 Penalty: 3198.368164
	Iteration 17Q: 3 clusters Score -1916780 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1916861.375000 Penalty: 3198.368164
	Iteration 18Q: 3 clusters Score -1916861 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1916924.875000 Penalty: 3198.368164
	Iteration 19Q: 3 clusters Score -1916925 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1916981.125000 Penalty: 3198.368164
	Iteration 20F: 3 clusters Score -1916981 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1917044.750000 Penalty: 3198.368164
	Iteration 21Q: 3 clusters Score -1917045 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1917103.000000 Penalty: 3198.368164
	Iteration 22Q: 3 clusters Score -1917103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1917149.500000 Penalty: 3198.368164
	Iteration 23Q: 3 clusters Score -1917150 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1917199.750000 Penalty: 3198.368164
	Iteration 24Q: 3 clusters Score -1917200 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1917252.375000 Penalty: 3198.368164
	Iteration 25Q: 3 clusters Score -1917252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1917309.500000 Penalty: 3198.368164
	Iteration 26Q: 3 clusters Score -1917310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1917354.875000 Penalty: 3198.368164
	Iteration 27Q: 3 clusters Score -1917355 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1917421.500000 Penalty: 3198.368164
	Iteration 28Q: 3 clusters Score -1917422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1917484.500000 Penalty: 3198.368164
	Iteration 29Q: 3 clusters Score -1917484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1917565.875000 Penalty: 3198.368164
	Iteration 30Q: 3 clusters Score -1917566 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1917644.000000 Penalty: 3198.368164
	Iteration 31Q: 3 clusters Score -1917644 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1917714.500000 Penalty: 3198.368164
	Iteration 32Q: 3 clusters Score -1917714 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1917800.625000 Penalty: 3198.368164
	Iteration 33Q: 3 clusters Score -1917801 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1917903.375000 Penalty: 3198.368164
	Iteration 34Q: 3 clusters Score -1917903 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1918000.250000 Penalty: 3198.368164
	Iteration 35Q: 3 clusters Score -1918000 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1918097.500000 Penalty: 3198.368164
	Iteration 36Q: 3 clusters Score -1918098 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1918197.250000 Penalty: 3198.368164
	Iteration 37Q: 3 clusters Score -1918197 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1918303.375000 Penalty: 3198.368164
	Iteration 38Q: 3 clusters Score -1918303 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1918414.250000 Penalty: 3198.368164
	Iteration 39Q: 3 clusters Score -1918414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1918531.375000 Penalty: 3198.368164
	Iteration 40F: 3 clusters Score -1918531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1918654.875000 Penalty: 3198.368164
	Iteration 41Q: 3 clusters Score -1918655 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1918808.625000 Penalty: 3198.368164
	Iteration 42Q: 3 clusters Score -1918809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1918960.375000 Penalty: 3198.368164
	Iteration 43Q: 3 clusters Score -1918960 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1919110.375000 Penalty: 3198.368164
	Iteration 44Q: 3 clusters Score -1919110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1919257.875000 Penalty: 3198.368164
	Iteration 45Q: 3 clusters Score -1919258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1919354.250000 Penalty: 3198.368164
	Iteration 46Q: 3 clusters Score -1919354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1919381.750000 Penalty: 3198.368164
	Iteration 47Q: 3 clusters Score -1919382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1919403.750000 Penalty: 3198.368164
	Iteration 48Q: 3 clusters Score -1919404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1919415.125000 Penalty: 3198.368164
	Iteration 49Q: 3 clusters Score -1919415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1919421.250000 Penalty: 3198.368164
	Iteration 50Q: 3 clusters Score -1919421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1919426.625000 Penalty: 3198.368164
	Iteration 51Q: 3 clusters Score -1919427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1919427.875000 Penalty: 3198.368164
	Iteration 52Q: 3 clusters Score -1919428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1919432.125000 Penalty: 3198.368164
	Iteration 53Q: 3 clusters Score -1919432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1919438.250000 Penalty: 3198.368164
	Iteration 54Q: 3 clusters Score -1919438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1919441.125000 Penalty: 3198.368164
	Iteration 55Q: 3 clusters Score -1919441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1919444.625000 Penalty: 3198.368164
	Iteration 56Q: 3 clusters Score -1919445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1919446.125000 Penalty: 3198.368164
	Iteration 57Q: 3 clusters Score -1919446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1919447.125000 Penalty: 3198.368164
	Iteration 58Q: 3 clusters Score -1919447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1919447.125000 Penalty: 3198.368164
	Iteration 59F: 3 clusters Score -1919447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -183164.671875 Penalty: 1218.206055
	Iteration 0F: 2 clusters Score -183164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -181150.484375 Penalty: 2436.412109
	Iteration 0F: 3 clusters Score -181150.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -181607.125000 Penalty: 2436.412109
	Iteration 1F: 3 clusters Score -181607.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -181703.218750 Penalty: 2436.412109
	Iteration 2F: 3 clusters Score -181703.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -181764.875000 Penalty: 2436.412109
	Iteration 3Q: 3 clusters Score -181764.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -181814.406250 Penalty: 2436.412109
	Iteration 4Q: 3 clusters Score -181814.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -181848.500000 Penalty: 2436.412109
	Iteration 5Q: 3 clusters Score -181848.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -181873.750000 Penalty: 2436.412109
	Iteration 6Q: 3 clusters Score -181873.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -181891.718750 Penalty: 2436.412109
	Iteration 7Q: 3 clusters Score -181891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -181909.390625 Penalty: 2436.412109
	Iteration 8Q: 3 clusters Score -181909.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -181925.203125 Penalty: 2436.412109
	Iteration 9Q: 3 clusters Score -181925.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -181936.453125 Penalty: 2436.412109
	Iteration 10Q: 3 clusters Score -181936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -181948.984375 Penalty: 2436.412109
	Iteration 11Q: 3 clusters Score -181949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -181960.015625 Penalty: 2436.412109
	Iteration 12Q: 3 clusters Score -181960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -181969.171875 Penalty: 2436.412109
	Iteration 13Q: 3 clusters Score -181969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181975.265625 Penalty: 2436.412109
	Iteration 14Q: 3 clusters Score -181975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -181977.734375 Penalty: 2436.412109
	Iteration 15Q: 3 clusters Score -181977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -181978.609375 Penalty: 2436.412109
	Iteration 16Q: 3 clusters Score -181978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181978.812500 Penalty: 2436.412109
	Iteration 17Q: 3 clusters Score -181978.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -181978.812500 Penalty: 2436.412109
	Iteration 18F: 3 clusters Score -181978.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (105027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Entering Unmasked Estep 
Score: -10839980.000000 Penalty: 1878.820557
	Iteration 0F: 2 clusters Score -1.083998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -10770364.000000 Penalty: 3757.641113
	Iteration 0F: 3 clusters Score -1.077036e+07 nChanged 50472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -10799475.000000 Penalty: 3757.641113
	Iteration 1F: 3 clusters Score -1.079948e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -10800611.000000 Penalty: 3757.641113
	Iteration 2Q: 3 clusters Score -1.080061e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -10802367.000000 Penalty: 3757.641113
	Iteration 3Q: 3 clusters Score -1.080237e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -10805244.000000 Penalty: 3757.641113
	Iteration 4F: 3 clusters Score -1.080524e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -10809137.000000 Penalty: 3757.641113
	Iteration 5F: 3 clusters Score -1.080914e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -10814184.000000 Penalty: 3757.641113
	Iteration 6F: 3 clusters Score -1.081418e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -10819559.000000 Penalty: 3757.641113
	Iteration 7F: 3 clusters Score -1.081956e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -10824692.000000 Penalty: 3757.641113
	Iteration 8F: 3 clusters Score -1.082469e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -10829260.000000 Penalty: 3757.641113
	Iteration 9F: 3 clusters Score -1.082926e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -10832894.000000 Penalty: 3757.641113
	Iteration 10Q: 3 clusters Score -1.083289e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -10835147.000000 Penalty: 3757.641113
	Iteration 11Q: 3 clusters Score -1.083515e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -10836518.000000 Penalty: 3757.641113
	Iteration 12Q: 3 clusters Score -1.083652e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -10837256.000000 Penalty: 3757.641113
	Iteration 13Q: 3 clusters Score -1.083726e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -10837663.000000 Penalty: 3757.641113
	Iteration 14Q: 3 clusters Score -1.083766e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -10837837.000000 Penalty: 3757.641113
	Iteration 15Q: 3 clusters Score -1.083784e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -10837973.000000 Penalty: 3757.641113
	Iteration 16Q: 3 clusters Score -1.083797e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -10838053.000000 Penalty: 3757.641113
	Iteration 17Q: 3 clusters Score -1.083805e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -10838147.000000 Penalty: 3757.641113
	Iteration 18Q: 3 clusters Score -1.083815e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -10838226.000000 Penalty: 3757.641113
	Iteration 19Q: 3 clusters Score -1.083823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -10838272.000000 Penalty: 3757.641113
	Iteration 20F: 3 clusters Score -1.083827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -10838300.000000 Penalty: 3757.641113
	Iteration 21Q: 3 clusters Score -1.08383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -10838343.000000 Penalty: 3757.641113
	Iteration 22Q: 3 clusters Score -1.083834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -10838356.000000 Penalty: 3757.641113
	Iteration 23Q: 3 clusters Score -1.083836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -10838360.000000 Penalty: 3757.641113
	Iteration 24Q: 3 clusters Score -1.083836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -10838353.000000 Penalty: 3757.641113
	Iteration 25Q: 3 clusters Score -1.083835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -10838356.000000 Penalty: 3757.641113
	Iteration 26Q: 3 clusters Score -1.083836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -10838356.000000 Penalty: 3757.641113
	Iteration 27Q: 3 clusters Score -1.083836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -10838345.000000 Penalty: 3757.641113
	Iteration 28Q: 3 clusters Score -1.083834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 104202 members 
Entering Unmasked Estep 
Score: -10838354.000000 Penalty: 3757.641113
	Iteration 29Q: 3 clusters Score -1.083835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -10838358.000000 Penalty: 3757.641113
	Iteration 30Q: 3 clusters Score -1.083836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -10838360.000000 Penalty: 3757.641113
	Iteration 31Q: 3 clusters Score -1.083836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -10838353.000000 Penalty: 3757.641113
	Iteration 32Q: 3 clusters Score -1.083835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -10838363.000000 Penalty: 3757.641113
	Iteration 33Q: 3 clusters Score -1.083836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -10838366.000000 Penalty: 3757.641113
	Iteration 34Q: 3 clusters Score -1.083837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -10838366.000000 Penalty: 3757.641113
	Iteration 35F: 3 clusters Score -1.083837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Entering Unmasked Estep 
Score: -3302040.500000 Penalty: 1685.153198
	Iteration 0F: 2 clusters Score -3302040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3280492.750000 Penalty: 3370.306396
	Iteration 0F: 3 clusters Score -3280493 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3288826.500000 Penalty: 3370.306396
	Iteration 1F: 3 clusters Score -3288826 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3289417.500000 Penalty: 3370.306396
	Iteration 2Q: 3 clusters Score -3289418 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3290323.750000 Penalty: 3370.306396
	Iteration 3F: 3 clusters Score -3290324 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3291538.000000 Penalty: 3370.306396
	Iteration 4F: 3 clusters Score -3291538 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3293188.000000 Penalty: 3370.306396
	Iteration 5F: 3 clusters Score -3293188 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3294943.750000 Penalty: 3370.306396
	Iteration 6F: 3 clusters Score -3294944 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3296563.250000 Penalty: 3370.306396
	Iteration 7F: 3 clusters Score -3296563 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3297964.500000 Penalty: 3370.306396
	Iteration 8F: 3 clusters Score -3297964 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3299001.250000 Penalty: 3370.306396
	Iteration 9Q: 3 clusters Score -3299001 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3299702.000000 Penalty: 3370.306396
	Iteration 10Q: 3 clusters Score -3299702 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3300115.250000 Penalty: 3370.306396
	Iteration 11Q: 3 clusters Score -3300115 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3300402.750000 Penalty: 3370.306396
	Iteration 12Q: 3 clusters Score -3300403 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3300600.250000 Penalty: 3370.306396
	Iteration 13Q: 3 clusters Score -3300600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3300733.500000 Penalty: 3370.306396
	Iteration 14Q: 3 clusters Score -3300734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3300859.000000 Penalty: 3370.306396
	Iteration 15Q: 3 clusters Score -3300859 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3300950.750000 Penalty: 3370.306396
	Iteration 16Q: 3 clusters Score -3300951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3301011.750000 Penalty: 3370.306396
	Iteration 17Q: 3 clusters Score -3301012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3301037.500000 Penalty: 3370.306396
	Iteration 18Q: 3 clusters Score -3301038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3301041.000000 Penalty: 3370.306396
	Iteration 19Q: 3 clusters Score -3301041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -3301055.750000 Penalty: 3370.306396
	Iteration 20F: 3 clusters Score -3301056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3301064.750000 Penalty: 3370.306396
	Iteration 21Q: 3 clusters Score -3301065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3301069.000000 Penalty: 3370.306396
	Iteration 22Q: 3 clusters Score -3301069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3301072.750000 Penalty: 3370.306396
	Iteration 23Q: 3 clusters Score -3301073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3301072.000000 Penalty: 3370.306396
	Iteration 24Q: 3 clusters Score -3301072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3301073.500000 Penalty: 3370.306396
	Iteration 25Q: 3 clusters Score -3301074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3301072.250000 Penalty: 3370.306396
	Iteration 26Q: 3 clusters Score -3301072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3301072.500000 Penalty: 3370.306396
	Iteration 27Q: 3 clusters Score -3301072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3301072.500000 Penalty: 3370.306396
	Iteration 28F: 3 clusters Score -3301072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Entering Unmasked Estep 
Score: -662056.062500 Penalty: 1429.159058
	Iteration 0F: 2 clusters Score -662056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -657045.812500 Penalty: 2858.318115
	Iteration 0F: 3 clusters Score -657045.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -658531.812500 Penalty: 2858.318115
	Iteration 1F: 3 clusters Score -658531.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -658816.437500 Penalty: 2858.318115
	Iteration 2F: 3 clusters Score -658816.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -659100.125000 Penalty: 2858.318115
	Iteration 3F: 3 clusters Score -659100.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -659474.125000 Penalty: 2858.318115
	Iteration 4F: 3 clusters Score -659474.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -659961.000000 Penalty: 2858.318115
	Iteration 5F: 3 clusters Score -659961 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -660678.562500 Penalty: 2858.318115
	Iteration 6F: 3 clusters Score -660678.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -661391.687500 Penalty: 2858.318115
	Iteration 7F: 3 clusters Score -661391.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -661846.625000 Penalty: 2858.318115
	Iteration 8F: 3 clusters Score -661846.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -662200.375000 Penalty: 2858.318115
	Iteration 9Q: 3 clusters Score -662200.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -662496.000000 Penalty: 2858.318115
	Iteration 10Q: 3 clusters Score -662496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -662662.437500 Penalty: 2858.318115
	Iteration 11Q: 3 clusters Score -662662.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -662728.687500 Penalty: 2858.318115
	Iteration 12Q: 3 clusters Score -662728.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -662752.062500 Penalty: 2858.318115
	Iteration 13Q: 3 clusters Score -662752.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -662760.750000 Penalty: 2858.318115
	Iteration 14Q: 3 clusters Score -662760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -662762.312500 Penalty: 2858.318115
	Iteration 15Q: 3 clusters Score -662762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -662765.437500 Penalty: 2858.318115
	Iteration 16Q: 3 clusters Score -662765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -662766.000000 Penalty: 2858.318115
	Iteration 17Q: 3 clusters Score -662766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -662766.937500 Penalty: 2858.318115
	Iteration 18Q: 3 clusters Score -662766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -662768.125000 Penalty: 2858.318115
	Iteration 19Q: 3 clusters Score -662768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -662767.812500 Penalty: 2858.318115
	Iteration 20F: 3 clusters Score -662767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -662768.687500 Penalty: 2858.318115
	Iteration 21Q: 3 clusters Score -662768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -662767.562500 Penalty: 2858.318115
	Iteration 22Q: 3 clusters Score -662767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -662769.125000 Penalty: 2858.318115
	Iteration 23Q: 3 clusters Score -662769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -662768.000000 Penalty: 2858.318115
	Iteration 24Q: 3 clusters Score -662768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -662767.812500 Penalty: 2858.318115
	Iteration 25Q: 3 clusters Score -662767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -662767.812500 Penalty: 2858.318115
	Iteration 26F: 3 clusters Score -662767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4685 members 
Mstep: Class 33 contains 4199 members 
Entering Unmasked Estep 
Score: -54916084.000000 Penalty: 70949.203125
Splitting cluster 16 changes total score from -54913572.000000 to -54916084.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -419598.062500 Penalty: 1371.796265
	Iteration 0F: 2 clusters Score -419598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -415861.562500 Penalty: 2743.592529
	Iteration 0F: 3 clusters Score -415861.6 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -416992.781250 Penalty: 2743.592529
	Iteration 1F: 3 clusters Score -416992.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -417235.812500 Penalty: 2743.592529
	Iteration 2F: 3 clusters Score -417235.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -417395.312500 Penalty: 2743.592529
	Iteration 3F: 3 clusters Score -417395.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -417535.750000 Penalty: 2743.592529
	Iteration 4F: 3 clusters Score -417535.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -417675.000000 Penalty: 2743.592529
	Iteration 5Q: 3 clusters Score -417675 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -417864.062500 Penalty: 2743.592529
	Iteration 6Q: 3 clusters Score -417864.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -418047.156250 Penalty: 2743.592529
	Iteration 7Q: 3 clusters Score -418047.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -418200.937500 Penalty: 2743.592529
	Iteration 8Q: 3 clusters Score -418200.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -418349.312500 Penalty: 2743.592529
	Iteration 9Q: 3 clusters Score -418349.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -418448.281250 Penalty: 2743.592529
	Iteration 10Q: 3 clusters Score -418448.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -418550.312500 Penalty: 2743.592529
	Iteration 11Q: 3 clusters Score -418550.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -418647.312500 Penalty: 2743.592529
	Iteration 12Q: 3 clusters Score -418647.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -418717.156250 Penalty: 2743.592529
	Iteration 13Q: 3 clusters Score -418717.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -418759.750000 Penalty: 2743.592529
	Iteration 14Q: 3 clusters Score -418759.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -418789.343750 Penalty: 2743.592529
	Iteration 15Q: 3 clusters Score -418789.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -418812.937500 Penalty: 2743.592529
	Iteration 16Q: 3 clusters Score -418812.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -418834.375000 Penalty: 2743.592529
	Iteration 17Q: 3 clusters Score -418834.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -418851.937500 Penalty: 2743.592529
	Iteration 18Q: 3 clusters Score -418851.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -418861.718750 Penalty: 2743.592529
	Iteration 19Q: 3 clusters Score -418861.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -418867.562500 Penalty: 2743.592529
	Iteration 20F: 3 clusters Score -418867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -418871.062500 Penalty: 2743.592529
	Iteration 21Q: 3 clusters Score -418871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -418875.531250 Penalty: 2743.592529
	Iteration 22Q: 3 clusters Score -418875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -418877.562500 Penalty: 2743.592529
	Iteration 23Q: 3 clusters Score -418877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -418878.906250 Penalty: 2743.592529
	Iteration 24Q: 3 clusters Score -418878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -418879.906250 Penalty: 2743.592529
	Iteration 25Q: 3 clusters Score -418879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -418881.593750 Penalty: 2743.592529
	Iteration 26Q: 3 clusters Score -418881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -418882.000000 Penalty: 2743.592529
	Iteration 27Q: 3 clusters Score -418882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -418882.968750 Penalty: 2743.592529
	Iteration 28Q: 3 clusters Score -418883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -418882.750000 Penalty: 2743.592529
	Iteration 29Q: 3 clusters Score -418882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -418882.625000 Penalty: 2743.592529
	Iteration 30Q: 3 clusters Score -418882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -418883.437500 Penalty: 2743.592529
	Iteration 31Q: 3 clusters Score -418883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -418885.500000 Penalty: 2743.592529
	Iteration 32Q: 3 clusters Score -418885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -418885.250000 Penalty: 2743.592529
	Iteration 33Q: 3 clusters Score -418885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -418886.437500 Penalty: 2743.592529
	Iteration 34Q: 3 clusters Score -418886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -418888.343750 Penalty: 2743.592529
	Iteration 35Q: 3 clusters Score -418888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -418887.937500 Penalty: 2743.592529
	Iteration 36Q: 3 clusters Score -418887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -418887.531250 Penalty: 2743.592529
	Iteration 37Q: 3 clusters Score -418887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -418888.687500 Penalty: 2743.592529
	Iteration 38Q: 3 clusters Score -418888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -418889.593750 Penalty: 2743.592529
	Iteration 39Q: 3 clusters Score -418889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -418890.031250 Penalty: 2743.592529
	Iteration 40F: 3 clusters Score -418890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418890.968750 Penalty: 2743.592529
	Iteration 41Q: 3 clusters Score -418891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418891.312500 Penalty: 2743.592529
	Iteration 42Q: 3 clusters Score -418891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418891.656250 Penalty: 2743.592529
	Iteration 43Q: 3 clusters Score -418891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -418891.968750 Penalty: 2743.592529
	Iteration 44Q: 3 clusters Score -418892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -418892.156250 Penalty: 2743.592529
	Iteration 45Q: 3 clusters Score -418892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -418892.500000 Penalty: 2743.592529
	Iteration 46Q: 3 clusters Score -418892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418893.281250 Penalty: 2743.592529
	Iteration 47Q: 3 clusters Score -418893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418893.281250 Penalty: 2743.592529
	Iteration 48F: 3 clusters Score -418893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Entering Unmasked Estep 
Score: -2597386.000000 Penalty: 1661.872925
	Iteration 0F: 2 clusters Score -2597386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2578628.000000 Penalty: 3323.745850
	Iteration 0F: 3 clusters Score -2578628 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2586162.750000 Penalty: 3323.745850
	Iteration 1F: 3 clusters Score -2586163 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2586900.750000 Penalty: 3323.745850
	Iteration 2F: 3 clusters Score -2586901 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2587601.250000 Penalty: 3323.745850
	Iteration 3F: 3 clusters Score -2587601 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2588270.750000 Penalty: 3323.745850
	Iteration 4F: 3 clusters Score -2588271 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2588933.750000 Penalty: 3323.745850
	Iteration 5F: 3 clusters Score -2588934 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2589601.000000 Penalty: 3323.745850
	Iteration 6Q: 3 clusters Score -2589601 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2590345.750000 Penalty: 3323.745850
	Iteration 7Q: 3 clusters Score -2590346 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2591115.750000 Penalty: 3323.745850
	Iteration 8Q: 3 clusters Score -2591116 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2591872.750000 Penalty: 3323.745850
	Iteration 9Q: 3 clusters Score -2591873 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2592555.250000 Penalty: 3323.745850
	Iteration 10Q: 3 clusters Score -2592555 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2593242.250000 Penalty: 3323.745850
	Iteration 11Q: 3 clusters Score -2593242 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2593970.750000 Penalty: 3323.745850
	Iteration 12Q: 3 clusters Score -2593971 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2594660.250000 Penalty: 3323.745850
	Iteration 13Q: 3 clusters Score -2594660 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2595299.250000 Penalty: 3323.745850
	Iteration 14Q: 3 clusters Score -2595299 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2595819.000000 Penalty: 3323.745850
	Iteration 15Q: 3 clusters Score -2595819 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2596157.250000 Penalty: 3323.745850
	Iteration 16Q: 3 clusters Score -2596157 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2596417.750000 Penalty: 3323.745850
	Iteration 17Q: 3 clusters Score -2596418 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2596593.000000 Penalty: 3323.745850
	Iteration 18Q: 3 clusters Score -2596593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2596681.500000 Penalty: 3323.745850
	Iteration 19Q: 3 clusters Score -2596682 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2596761.250000 Penalty: 3323.745850
	Iteration 20F: 3 clusters Score -2596761 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2596799.500000 Penalty: 3323.745850
	Iteration 21Q: 3 clusters Score -2596800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2596839.750000 Penalty: 3323.745850
	Iteration 22Q: 3 clusters Score -2596840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2596862.000000 Penalty: 3323.745850
	Iteration 23Q: 3 clusters Score -2596862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2596887.000000 Penalty: 3323.745850
	Iteration 24Q: 3 clusters Score -2596887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2596904.250000 Penalty: 3323.745850
	Iteration 25Q: 3 clusters Score -2596904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2596917.750000 Penalty: 3323.745850
	Iteration 26Q: 3 clusters Score -2596918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2596933.750000 Penalty: 3323.745850
	Iteration 27Q: 3 clusters Score -2596934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2596946.250000 Penalty: 3323.745850
	Iteration 28Q: 3 clusters Score -2596946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2596953.000000 Penalty: 3323.745850
	Iteration 29Q: 3 clusters Score -2596953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2596954.750000 Penalty: 3323.745850
	Iteration 30Q: 3 clusters Score -2596955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2596962.000000 Penalty: 3323.745850
	Iteration 31Q: 3 clusters Score -2596962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2596960.750000 Penalty: 3323.745850
	Iteration 32Q: 3 clusters Score -2596961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2596965.000000 Penalty: 3323.745850
	Iteration 33Q: 3 clusters Score -2596965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2596967.250000 Penalty: 3323.745850
	Iteration 34Q: 3 clusters Score -2596967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2596970.750000 Penalty: 3323.745850
	Iteration 35Q: 3 clusters Score -2596971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2596981.250000 Penalty: 3323.745850
	Iteration 36Q: 3 clusters Score -2596981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2596983.500000 Penalty: 3323.745850
	Iteration 37Q: 3 clusters Score -2596984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2596986.500000 Penalty: 3323.745850
	Iteration 38Q: 3 clusters Score -2596986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2596989.000000 Penalty: 3323.745850
	Iteration 39Q: 3 clusters Score -2596989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2596994.500000 Penalty: 3323.745850
	Iteration 40F: 3 clusters Score -2596994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2597002.750000 Penalty: 3323.745850
	Iteration 41Q: 3 clusters Score -2597003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2597003.250000 Penalty: 3323.745850
	Iteration 42Q: 3 clusters Score -2597003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2597013.750000 Penalty: 3323.745850
	Iteration 43Q: 3 clusters Score -2597014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2597027.500000 Penalty: 3323.745850
	Iteration 44Q: 3 clusters Score -2597028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2597043.000000 Penalty: 3323.745850
	Iteration 45Q: 3 clusters Score -2597043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2597063.000000 Penalty: 3323.745850
	Iteration 46Q: 3 clusters Score -2597063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2597085.000000 Penalty: 3323.745850
	Iteration 47Q: 3 clusters Score -2597085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2597096.000000 Penalty: 3323.745850
	Iteration 48Q: 3 clusters Score -2597096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2597112.750000 Penalty: 3323.745850
	Iteration 49Q: 3 clusters Score -2597113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2597121.250000 Penalty: 3323.745850
	Iteration 50Q: 3 clusters Score -2597121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2597129.000000 Penalty: 3323.745850
	Iteration 51Q: 3 clusters Score -2597129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2597140.000000 Penalty: 3323.745850
	Iteration 52Q: 3 clusters Score -2597140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2597142.000000 Penalty: 3323.745850
	Iteration 53Q: 3 clusters Score -2597142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2597146.000000 Penalty: 3323.745850
	Iteration 54Q: 3 clusters Score -2597146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2597144.500000 Penalty: 3323.745850
	Iteration 55Q: 3 clusters Score -2597144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2597141.500000 Penalty: 3323.745850
	Iteration 56Q: 3 clusters Score -2597142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2597145.000000 Penalty: 3323.745850
	Iteration 57Q: 3 clusters Score -2597145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2597147.500000 Penalty: 3323.745850
	Iteration 58Q: 3 clusters Score -2597148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2597150.000000 Penalty: 3323.745850
	Iteration 59Q: 3 clusters Score -2597150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2597154.250000 Penalty: 3323.745850
	Iteration 60F: 3 clusters Score -2597154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2597153.500000 Penalty: 3323.745850
	Iteration 61Q: 3 clusters Score -2597154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2597153.500000 Penalty: 3323.745850
	Iteration 62F: 3 clusters Score -2597154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -403250.375000 Penalty: 1352.901611
	Iteration 0F: 2 clusters Score -403250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -399851.562500 Penalty: 2705.803223
	Iteration 0F: 3 clusters Score -399851.6 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -400740.968750 Penalty: 2705.803223
	Iteration 1F: 3 clusters Score -400741 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -400906.812500 Penalty: 2705.803223
	Iteration 2F: 3 clusters Score -400906.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -401013.187500 Penalty: 2705.803223
	Iteration 3Q: 3 clusters Score -401013.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -401110.937500 Penalty: 2705.803223
	Iteration 4Q: 3 clusters Score -401110.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -401189.968750 Penalty: 2705.803223
	Iteration 5Q: 3 clusters Score -401190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -401251.906250 Penalty: 2705.803223
	Iteration 6Q: 3 clusters Score -401251.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -401298.500000 Penalty: 2705.803223
	Iteration 7Q: 3 clusters Score -401298.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -401357.281250 Penalty: 2705.803223
	Iteration 8Q: 3 clusters Score -401357.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -401426.562500 Penalty: 2705.803223
	Iteration 9Q: 3 clusters Score -401426.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -401492.406250 Penalty: 2705.803223
	Iteration 10Q: 3 clusters Score -401492.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -401571.593750 Penalty: 2705.803223
	Iteration 11Q: 3 clusters Score -401571.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -401713.906250 Penalty: 2705.803223
	Iteration 12Q: 3 clusters Score -401713.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -401936.000000 Penalty: 2705.803223
	Iteration 13Q: 3 clusters Score -401936 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -402187.781250 Penalty: 2705.803223
	Iteration 14Q: 3 clusters Score -402187.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -402470.281250 Penalty: 2705.803223
	Iteration 15Q: 3 clusters Score -402470.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -402809.781250 Penalty: 2705.803223
	Iteration 16F: 3 clusters Score -402809.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -403206.968750 Penalty: 2705.803223
	Iteration 17F: 3 clusters Score -403207 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -403741.593750 Penalty: 2705.803223
	Iteration 18Q: 3 clusters Score -403741.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -404493.281250 Penalty: 2705.803223
	Iteration 19Q: 3 clusters Score -404493.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -405028.531250 Penalty: 2705.803223
	Iteration 20F: 3 clusters Score -405028.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -405347.406250 Penalty: 2705.803223
	Iteration 21Q: 3 clusters Score -405347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -405361.250000 Penalty: 2705.803223
	Iteration 22Q: 3 clusters Score -405361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -405362.375000 Penalty: 2705.803223
	Iteration 23Q: 3 clusters Score -405362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -405362.375000 Penalty: 2705.803223
	Iteration 24F: 3 clusters Score -405362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4685 members 
Mstep: Class 33 contains 4199 members 
Mstep: Class 34 contains 1957 members 
Entering Unmasked Estep 
Score: -54917268.000000 Penalty: 73099.179688
Splitting cluster 19 changes total score from -54913572.000000 to -54917268.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (13626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Entering Unmasked Estep 
Score: -1397050.750000 Penalty: 1546.957031
	Iteration 0F: 2 clusters Score -1397051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1387620.625000 Penalty: 3093.914062
	Iteration 0F: 3 clusters Score -1387621 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1390814.250000 Penalty: 3093.914062
	Iteration 1F: 3 clusters Score -1390814 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1391119.000000 Penalty: 3093.914062
	Iteration 2F: 3 clusters Score -1391119 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1391412.750000 Penalty: 3093.914062
	Iteration 3Q: 3 clusters Score -1391413 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1391782.000000 Penalty: 3093.914062
	Iteration 4Q: 3 clusters Score -1391782 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1392229.000000 Penalty: 3093.914062
	Iteration 5F: 3 clusters Score -1392229 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1392778.375000 Penalty: 3093.914062
	Iteration 6F: 3 clusters Score -1392778 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1393450.500000 Penalty: 3093.914062
	Iteration 7F: 3 clusters Score -1393450 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1394304.000000 Penalty: 3093.914062
	Iteration 8F: 3 clusters Score -1394304 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1395460.125000 Penalty: 3093.914062
	Iteration 9F: 3 clusters Score -1395460 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1396608.250000 Penalty: 3093.914062
	Iteration 10F: 3 clusters Score -1396608 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1397340.000000 Penalty: 3093.914062
	Iteration 11F: 3 clusters Score -1397340 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1397681.750000 Penalty: 3093.914062
	Iteration 12Q: 3 clusters Score -1397682 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1397807.125000 Penalty: 3093.914062
	Iteration 13Q: 3 clusters Score -1397807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1397859.375000 Penalty: 3093.914062
	Iteration 14Q: 3 clusters Score -1397859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1397885.125000 Penalty: 3093.914062
	Iteration 15Q: 3 clusters Score -1397885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1397901.625000 Penalty: 3093.914062
	Iteration 16Q: 3 clusters Score -1397902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1397909.000000 Penalty: 3093.914062
	Iteration 17Q: 3 clusters Score -1397909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1397915.750000 Penalty: 3093.914062
	Iteration 18Q: 3 clusters Score -1397916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1397923.500000 Penalty: 3093.914062
	Iteration 19Q: 3 clusters Score -1397924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1397926.750000 Penalty: 3093.914062
	Iteration 20F: 3 clusters Score -1397927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1397934.250000 Penalty: 3093.914062
	Iteration 21Q: 3 clusters Score -1397934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1397937.375000 Penalty: 3093.914062
	Iteration 22Q: 3 clusters Score -1397937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1397939.875000 Penalty: 3093.914062
	Iteration 23Q: 3 clusters Score -1397940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1397941.250000 Penalty: 3093.914062
	Iteration 24Q: 3 clusters Score -1397941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1397938.875000 Penalty: 3093.914062
	Iteration 25Q: 3 clusters Score -1397939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1397943.125000 Penalty: 3093.914062
	Iteration 26Q: 3 clusters Score -1397943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1397947.875000 Penalty: 3093.914062
	Iteration 27Q: 3 clusters Score -1397948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1397950.500000 Penalty: 3093.914062
	Iteration 28Q: 3 clusters Score -1397950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1397948.250000 Penalty: 3093.914062
	Iteration 29Q: 3 clusters Score -1397948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1397949.125000 Penalty: 3093.914062
	Iteration 30Q: 3 clusters Score -1397949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1397948.750000 Penalty: 3093.914062
	Iteration 31Q: 3 clusters Score -1397949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1397948.375000 Penalty: 3093.914062
	Iteration 32Q: 3 clusters Score -1397948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1397949.000000 Penalty: 3093.914062
	Iteration 33Q: 3 clusters Score -1397949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1397950.875000 Penalty: 3093.914062
	Iteration 34Q: 3 clusters Score -1397951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1397947.750000 Penalty: 3093.914062
	Iteration 35Q: 3 clusters Score -1397948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1397953.500000 Penalty: 3093.914062
	Iteration 36Q: 3 clusters Score -1397954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1397953.000000 Penalty: 3093.914062
	Iteration 37Q: 3 clusters Score -1397953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1397953.250000 Penalty: 3093.914062
	Iteration 38Q: 3 clusters Score -1397953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1397951.875000 Penalty: 3093.914062
	Iteration 39Q: 3 clusters Score -1397952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1397952.500000 Penalty: 3093.914062
	Iteration 40F: 3 clusters Score -1397952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1397952.875000 Penalty: 3093.914062
	Iteration 41Q: 3 clusters Score -1397953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1397952.875000 Penalty: 3093.914062
	Iteration 42Q: 3 clusters Score -1397953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1397952.250000 Penalty: 3093.914062
	Iteration 43Q: 3 clusters Score -1397952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1397953.875000 Penalty: 3093.914062
	Iteration 44Q: 3 clusters Score -1397954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1397953.875000 Penalty: 3093.914062
	Iteration 45Q: 3 clusters Score -1397954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1397956.875000 Penalty: 3093.914062
	Iteration 46Q: 3 clusters Score -1397957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1397959.875000 Penalty: 3093.914062
	Iteration 47Q: 3 clusters Score -1397960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1397958.875000 Penalty: 3093.914062
	Iteration 48Q: 3 clusters Score -1397959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1397955.375000 Penalty: 3093.914062
	Iteration 49Q: 3 clusters Score -1397955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1397958.500000 Penalty: 3093.914062
	Iteration 50Q: 3 clusters Score -1397958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1397966.000000 Penalty: 3093.914062
	Iteration 51Q: 3 clusters Score -1397966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1397962.000000 Penalty: 3093.914062
	Iteration 52Q: 3 clusters Score -1397962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1397960.000000 Penalty: 3093.914062
	Iteration 53Q: 3 clusters Score -1397960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1397963.375000 Penalty: 3093.914062
	Iteration 54Q: 3 clusters Score -1397963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1397962.750000 Penalty: 3093.914062
	Iteration 55Q: 3 clusters Score -1397963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1397965.000000 Penalty: 3093.914062
	Iteration 56Q: 3 clusters Score -1397965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1397963.750000 Penalty: 3093.914062
	Iteration 57Q: 3 clusters Score -1397964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1397965.375000 Penalty: 3093.914062
	Iteration 58Q: 3 clusters Score -1397965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1397963.500000 Penalty: 3093.914062
	Iteration 59Q: 3 clusters Score -1397964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1397963.875000 Penalty: 3093.914062
	Iteration 60F: 3 clusters Score -1397964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1397964.875000 Penalty: 3093.914062
	Iteration 61Q: 3 clusters Score -1397965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1397964.875000 Penalty: 3093.914062
	Iteration 62F: 3 clusters Score -1397965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4685 members 
Mstep: Class 33 contains 4199 members 
Mstep: Class 34 contains 1957 members 
Mstep: Class 35 contains 7035 members 
Entering Unmasked Estep 
Score: -54917760.000000 Penalty: 75249.156250
Splitting cluster 20 changes total score from -54913572.000000 to -54917760.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (20739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Entering Unmasked Estep 
Score: -2092335.750000 Penalty: 1615.212891
	Iteration 0F: 2 clusters Score -2092336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2078269.000000 Penalty: 3230.425781
	Iteration 0F: 3 clusters Score -2078269 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2083954.250000 Penalty: 3230.425781
	Iteration 1F: 3 clusters Score -2083954 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2084867.125000 Penalty: 3230.425781
	Iteration 2F: 3 clusters Score -2084867 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2085902.250000 Penalty: 3230.425781
	Iteration 3F: 3 clusters Score -2085902 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2087083.125000 Penalty: 3230.425781
	Iteration 4F: 3 clusters Score -2087083 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2088148.000000 Penalty: 3230.425781
	Iteration 5F: 3 clusters Score -2088148 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2088863.125000 Penalty: 3230.425781
	Iteration 6F: 3 clusters Score -2088863 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2089339.500000 Penalty: 3230.425781
	Iteration 7Q: 3 clusters Score -2089340 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2089677.625000 Penalty: 3230.425781
	Iteration 8Q: 3 clusters Score -2089678 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2089929.875000 Penalty: 3230.425781
	Iteration 9Q: 3 clusters Score -2089930 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2090159.000000 Penalty: 3230.425781
	Iteration 10Q: 3 clusters Score -2090159 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2090381.000000 Penalty: 3230.425781
	Iteration 11Q: 3 clusters Score -2090381 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2090631.500000 Penalty: 3230.425781
	Iteration 12Q: 3 clusters Score -2090632 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2090854.375000 Penalty: 3230.425781
	Iteration 13Q: 3 clusters Score -2090854 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2091025.125000 Penalty: 3230.425781
	Iteration 14Q: 3 clusters Score -2091025 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2091173.625000 Penalty: 3230.425781
	Iteration 15Q: 3 clusters Score -2091174 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2091264.000000 Penalty: 3230.425781
	Iteration 16Q: 3 clusters Score -2091264 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2091330.750000 Penalty: 3230.425781
	Iteration 17Q: 3 clusters Score -2091331 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2091377.000000 Penalty: 3230.425781
	Iteration 18Q: 3 clusters Score -2091377 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2091424.250000 Penalty: 3230.425781
	Iteration 19Q: 3 clusters Score -2091424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2091447.375000 Penalty: 3230.425781
	Iteration 20F: 3 clusters Score -2091447 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2091479.625000 Penalty: 3230.425781
	Iteration 21Q: 3 clusters Score -2091480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2091498.750000 Penalty: 3230.425781
	Iteration 22Q: 3 clusters Score -2091499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2091514.625000 Penalty: 3230.425781
	Iteration 23Q: 3 clusters Score -2091515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2091517.500000 Penalty: 3230.425781
	Iteration 24Q: 3 clusters Score -2091518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2091523.875000 Penalty: 3230.425781
	Iteration 25Q: 3 clusters Score -2091524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2091528.625000 Penalty: 3230.425781
	Iteration 26Q: 3 clusters Score -2091529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2091534.625000 Penalty: 3230.425781
	Iteration 27Q: 3 clusters Score -2091535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2091540.500000 Penalty: 3230.425781
	Iteration 28Q: 3 clusters Score -2091540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2091543.250000 Penalty: 3230.425781
	Iteration 29Q: 3 clusters Score -2091543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2091552.125000 Penalty: 3230.425781
	Iteration 30Q: 3 clusters Score -2091552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2091561.000000 Penalty: 3230.425781
	Iteration 31Q: 3 clusters Score -2091561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2091566.875000 Penalty: 3230.425781
	Iteration 32Q: 3 clusters Score -2091567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2091568.875000 Penalty: 3230.425781
	Iteration 33Q: 3 clusters Score -2091569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2091576.625000 Penalty: 3230.425781
	Iteration 34Q: 3 clusters Score -2091577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2091581.375000 Penalty: 3230.425781
	Iteration 35Q: 3 clusters Score -2091581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2091592.250000 Penalty: 3230.425781
	Iteration 36Q: 3 clusters Score -2091592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2091590.875000 Penalty: 3230.425781
	Iteration 37Q: 3 clusters Score -2091591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2091598.625000 Penalty: 3230.425781
	Iteration 38Q: 3 clusters Score -2091599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2091603.000000 Penalty: 3230.425781
	Iteration 39Q: 3 clusters Score -2091603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2091608.500000 Penalty: 3230.425781
	Iteration 40F: 3 clusters Score -2091608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2091617.000000 Penalty: 3230.425781
	Iteration 41Q: 3 clusters Score -2091617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2091621.625000 Penalty: 3230.425781
	Iteration 42Q: 3 clusters Score -2091622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2091625.375000 Penalty: 3230.425781
	Iteration 43Q: 3 clusters Score -2091625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2091632.000000 Penalty: 3230.425781
	Iteration 44Q: 3 clusters Score -2091632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2091640.125000 Penalty: 3230.425781
	Iteration 45Q: 3 clusters Score -2091640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2091640.750000 Penalty: 3230.425781
	Iteration 46Q: 3 clusters Score -2091641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2091643.375000 Penalty: 3230.425781
	Iteration 47Q: 3 clusters Score -2091643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2091643.375000 Penalty: 3230.425781
	Iteration 48Q: 3 clusters Score -2091643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2091650.375000 Penalty: 3230.425781
	Iteration 49Q: 3 clusters Score -2091650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2091652.375000 Penalty: 3230.425781
	Iteration 50Q: 3 clusters Score -2091652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2091665.375000 Penalty: 3230.425781
	Iteration 51Q: 3 clusters Score -2091665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2091665.375000 Penalty: 3230.425781
	Iteration 52Q: 3 clusters Score -2091665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2091675.500000 Penalty: 3230.425781
	Iteration 53Q: 3 clusters Score -2091676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2091684.000000 Penalty: 3230.425781
	Iteration 54Q: 3 clusters Score -2091684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2091689.875000 Penalty: 3230.425781
	Iteration 55Q: 3 clusters Score -2091690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2091690.750000 Penalty: 3230.425781
	Iteration 56Q: 3 clusters Score -2091691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2091698.125000 Penalty: 3230.425781
	Iteration 57Q: 3 clusters Score -2091698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2091693.875000 Penalty: 3230.425781
	Iteration 58Q: 3 clusters Score -2091694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2091699.750000 Penalty: 3230.425781
	Iteration 59Q: 3 clusters Score -2091700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2091704.125000 Penalty: 3230.425781
	Iteration 60F: 3 clusters Score -2091704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2091706.500000 Penalty: 3230.425781
	Iteration 61Q: 3 clusters Score -2091706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2091711.375000 Penalty: 3230.425781
	Iteration 62Q: 3 clusters Score -2091711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2091704.750000 Penalty: 3230.425781
	Iteration 63Q: 3 clusters Score -2091705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2091709.625000 Penalty: 3230.425781
	Iteration 64Q: 3 clusters Score -2091710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2091709.000000 Penalty: 3230.425781
	Iteration 65Q: 3 clusters Score -2091709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2091713.250000 Penalty: 3230.425781
	Iteration 66Q: 3 clusters Score -2091713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2091717.125000 Penalty: 3230.425781
	Iteration 67Q: 3 clusters Score -2091717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2091718.500000 Penalty: 3230.425781
	Iteration 68Q: 3 clusters Score -2091718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2091722.250000 Penalty: 3230.425781
	Iteration 69Q: 3 clusters Score -2091722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2091727.375000 Penalty: 3230.425781
	Iteration 70Q: 3 clusters Score -2091727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2091726.000000 Penalty: 3230.425781
	Iteration 71Q: 3 clusters Score -2091726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2091724.500000 Penalty: 3230.425781
	Iteration 72Q: 3 clusters Score -2091724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2091725.000000 Penalty: 3230.425781
	Iteration 73Q: 3 clusters Score -2091725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2091728.750000 Penalty: 3230.425781
	Iteration 74Q: 3 clusters Score -2091729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2091729.000000 Penalty: 3230.425781
	Iteration 75Q: 3 clusters Score -2091729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2091729.375000 Penalty: 3230.425781
	Iteration 76Q: 3 clusters Score -2091729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2091729.125000 Penalty: 3230.425781
	Iteration 77Q: 3 clusters Score -2091729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2091729.000000 Penalty: 3230.425781
	Iteration 78Q: 3 clusters Score -2091729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2091728.125000 Penalty: 3230.425781
	Iteration 79Q: 3 clusters Score -2091728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2091728.000000 Penalty: 3230.425781
	Iteration 80F: 3 clusters Score -2091728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2091730.875000 Penalty: 3230.425781
	Iteration 81Q: 3 clusters Score -2091731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2091734.750000 Penalty: 3230.425781
	Iteration 82Q: 3 clusters Score -2091735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2091730.875000 Penalty: 3230.425781
	Iteration 83Q: 3 clusters Score -2091731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2091730.750000 Penalty: 3230.425781
	Iteration 84Q: 3 clusters Score -2091731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2091732.875000 Penalty: 3230.425781
	Iteration 85Q: 3 clusters Score -2091733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2091732.375000 Penalty: 3230.425781
	Iteration 86Q: 3 clusters Score -2091732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2091732.375000 Penalty: 3230.425781
	Iteration 87F: 3 clusters Score -2091732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Entering Unmasked Estep 
Score: -888226.000000 Penalty: 1472.718750
	Iteration 0F: 2 clusters Score -888226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -881890.875000 Penalty: 2945.437500
	Iteration 0F: 3 clusters Score -881890.9 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -883879.187500 Penalty: 2945.437500
	Iteration 1F: 3 clusters Score -883879.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -884129.062500 Penalty: 2945.437500
	Iteration 2F: 3 clusters Score -884129.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -884341.375000 Penalty: 2945.437500
	Iteration 3F: 3 clusters Score -884341.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -884567.875000 Penalty: 2945.437500
	Iteration 4F: 3 clusters Score -884567.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -884787.375000 Penalty: 2945.437500
	Iteration 5F: 3 clusters Score -884787.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -884981.875000 Penalty: 2945.437500
	Iteration 6Q: 3 clusters Score -884981.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -885193.500000 Penalty: 2945.437500
	Iteration 7Q: 3 clusters Score -885193.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -885395.937500 Penalty: 2945.437500
	Iteration 8Q: 3 clusters Score -885395.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -885571.125000 Penalty: 2945.437500
	Iteration 9Q: 3 clusters Score -885571.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -885772.812500 Penalty: 2945.437500
	Iteration 10Q: 3 clusters Score -885772.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -885977.125000 Penalty: 2945.437500
	Iteration 11Q: 3 clusters Score -885977.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -886154.125000 Penalty: 2945.437500
	Iteration 12Q: 3 clusters Score -886154.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -886291.250000 Penalty: 2945.437500
	Iteration 13Q: 3 clusters Score -886291.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -886423.875000 Penalty: 2945.437500
	Iteration 14Q: 3 clusters Score -886423.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -886537.562500 Penalty: 2945.437500
	Iteration 15Q: 3 clusters Score -886537.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -886620.312500 Penalty: 2945.437500
	Iteration 16Q: 3 clusters Score -886620.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -886689.250000 Penalty: 2945.437500
	Iteration 17Q: 3 clusters Score -886689.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -886760.937500 Penalty: 2945.437500
	Iteration 18Q: 3 clusters Score -886760.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -886837.125000 Penalty: 2945.437500
	Iteration 19Q: 3 clusters Score -886837.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -886888.687500 Penalty: 2945.437500
	Iteration 20F: 3 clusters Score -886888.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -886922.312500 Penalty: 2945.437500
	Iteration 21Q: 3 clusters Score -886922.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -886954.562500 Penalty: 2945.437500
	Iteration 22Q: 3 clusters Score -886954.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -886975.500000 Penalty: 2945.437500
	Iteration 23Q: 3 clusters Score -886975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -886991.562500 Penalty: 2945.437500
	Iteration 24Q: 3 clusters Score -886991.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -887003.062500 Penalty: 2945.437500
	Iteration 25Q: 3 clusters Score -887003.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -887014.687500 Penalty: 2945.437500
	Iteration 26Q: 3 clusters Score -887014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -887023.062500 Penalty: 2945.437500
	Iteration 27Q: 3 clusters Score -887023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -887028.000000 Penalty: 2945.437500
	Iteration 28Q: 3 clusters Score -887028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -887036.125000 Penalty: 2945.437500
	Iteration 29Q: 3 clusters Score -887036.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -887043.625000 Penalty: 2945.437500
	Iteration 30Q: 3 clusters Score -887043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -887047.000000 Penalty: 2945.437500
	Iteration 31Q: 3 clusters Score -887047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -887048.062500 Penalty: 2945.437500
	Iteration 32Q: 3 clusters Score -887048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -887050.687500 Penalty: 2945.437500
	Iteration 33Q: 3 clusters Score -887050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -887050.437500 Penalty: 2945.437500
	Iteration 34Q: 3 clusters Score -887050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -887052.937500 Penalty: 2945.437500
	Iteration 35Q: 3 clusters Score -887052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -887051.625000 Penalty: 2945.437500
	Iteration 36Q: 3 clusters Score -887051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -887053.937500 Penalty: 2945.437500
	Iteration 37Q: 3 clusters Score -887053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -887053.625000 Penalty: 2945.437500
	Iteration 38Q: 3 clusters Score -887053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -887052.062500 Penalty: 2945.437500
	Iteration 39Q: 3 clusters Score -887052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -887053.875000 Penalty: 2945.437500
	Iteration 40F: 3 clusters Score -887053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -508220.875000 Penalty: 1409.445923
	Iteration 0F: 2 clusters Score -508220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -503799.062500 Penalty: 2818.891846
	Iteration 0F: 3 clusters Score -503799.1 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -505314.250000 Penalty: 2818.891846
	Iteration 1F: 3 clusters Score -505314.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -505759.031250 Penalty: 2818.891846
	Iteration 2F: 3 clusters Score -505759 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -506166.843750 Penalty: 2818.891846
	Iteration 3F: 3 clusters Score -506166.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -506563.375000 Penalty: 2818.891846
	Iteration 4F: 3 clusters Score -506563.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -506914.218750 Penalty: 2818.891846
	Iteration 5F: 3 clusters Score -506914.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -507154.031250 Penalty: 2818.891846
	Iteration 6F: 3 clusters Score -507154 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -507402.937500 Penalty: 2818.891846
	Iteration 7Q: 3 clusters Score -507402.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -507621.750000 Penalty: 2818.891846
	Iteration 8Q: 3 clusters Score -507621.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -507910.593750 Penalty: 2818.891846
	Iteration 9Q: 3 clusters Score -507910.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -508118.937500 Penalty: 2818.891846
	Iteration 10Q: 3 clusters Score -508118.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -508221.843750 Penalty: 2818.891846
	Iteration 11Q: 3 clusters Score -508221.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -508281.656250 Penalty: 2818.891846
	Iteration 12Q: 3 clusters Score -508281.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -508351.781250 Penalty: 2818.891846
	Iteration 13Q: 3 clusters Score -508351.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -508393.781250 Penalty: 2818.891846
	Iteration 14Q: 3 clusters Score -508393.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -508415.000000 Penalty: 2818.891846
	Iteration 15Q: 3 clusters Score -508415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -508430.062500 Penalty: 2818.891846
	Iteration 16Q: 3 clusters Score -508430.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -508442.500000 Penalty: 2818.891846
	Iteration 17Q: 3 clusters Score -508442.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -508454.593750 Penalty: 2818.891846
	Iteration 18Q: 3 clusters Score -508454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -508468.843750 Penalty: 2818.891846
	Iteration 19Q: 3 clusters Score -508468.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -508485.437500 Penalty: 2818.891846
	Iteration 20F: 3 clusters Score -508485.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -508500.687500 Penalty: 2818.891846
	Iteration 21Q: 3 clusters Score -508500.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -508513.968750 Penalty: 2818.891846
	Iteration 22Q: 3 clusters Score -508514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -508523.437500 Penalty: 2818.891846
	Iteration 23Q: 3 clusters Score -508523.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -508531.375000 Penalty: 2818.891846
	Iteration 24Q: 3 clusters Score -508531.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -508537.750000 Penalty: 2818.891846
	Iteration 25Q: 3 clusters Score -508537.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -508540.843750 Penalty: 2818.891846
	Iteration 26Q: 3 clusters Score -508540.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -508544.875000 Penalty: 2818.891846
	Iteration 27Q: 3 clusters Score -508544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -508546.718750 Penalty: 2818.891846
	Iteration 28Q: 3 clusters Score -508546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -508547.437500 Penalty: 2818.891846
	Iteration 29Q: 3 clusters Score -508547.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -508549.375000 Penalty: 2818.891846
	Iteration 30Q: 3 clusters Score -508549.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -508550.406250 Penalty: 2818.891846
	Iteration 31Q: 3 clusters Score -508550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -508552.125000 Penalty: 2818.891846
	Iteration 32Q: 3 clusters Score -508552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -508553.750000 Penalty: 2818.891846
	Iteration 33Q: 3 clusters Score -508553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -508553.687500 Penalty: 2818.891846
	Iteration 34Q: 3 clusters Score -508553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -508553.187500 Penalty: 2818.891846
	Iteration 35Q: 3 clusters Score -508553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -508553.562500 Penalty: 2818.891846
	Iteration 36Q: 3 clusters Score -508553.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -508555.218750 Penalty: 2818.891846
	Iteration 37Q: 3 clusters Score -508555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -508554.875000 Penalty: 2818.891846
	Iteration 38Q: 3 clusters Score -508554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -508555.500000 Penalty: 2818.891846
	Iteration 39Q: 3 clusters Score -508555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -508556.906250 Penalty: 2818.891846
	Iteration 40F: 3 clusters Score -508556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -508557.312500 Penalty: 2818.891846
	Iteration 41Q: 3 clusters Score -508557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -508556.625000 Penalty: 2818.891846
	Iteration 42Q: 3 clusters Score -508556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -508556.625000 Penalty: 2818.891846
	Iteration 43F: 3 clusters Score -508556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 4685 members 
Mstep: Class 33 contains 4199 members 
Mstep: Class 34 contains 1957 members 
Mstep: Class 35 contains 7035 members 
Mstep: Class 36 contains 1813 members 
Entering Unmasked Estep 
Score: -54917280.000000 Penalty: 77399.132812
Splitting cluster 23 changes total score from -54913572.000000 to -54917280.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -774486.125000 Penalty: 1451.076294
	Iteration 0F: 2 clusters Score -774486.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -768926.875000 Penalty: 2902.152588
	Iteration 0F: 3 clusters Score -768926.9 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -770738.812500 Penalty: 2902.152588
	Iteration 1F: 3 clusters Score -770738.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -771068.812500 Penalty: 2902.152588
	Iteration 2F: 3 clusters Score -771068.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -771377.187500 Penalty: 2902.152588
	Iteration 3F: 3 clusters Score -771377.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -771709.312500 Penalty: 2902.152588
	Iteration 4F: 3 clusters Score -771709.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -772065.937500 Penalty: 2902.152588
	Iteration 5F: 3 clusters Score -772065.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -772452.625000 Penalty: 2902.152588
	Iteration 6F: 3 clusters Score -772452.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -772820.125000 Penalty: 2902.152588
	Iteration 7F: 3 clusters Score -772820.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -773093.125000 Penalty: 2902.152588
	Iteration 8Q: 3 clusters Score -773093.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -773328.000000 Penalty: 2902.152588
	Iteration 9Q: 3 clusters Score -773328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -773474.250000 Penalty: 2902.152588
	Iteration 10Q: 3 clusters Score -773474.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -773562.625000 Penalty: 2902.152588
	Iteration 11Q: 3 clusters Score -773562.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -773628.000000 Penalty: 2902.152588
	Iteration 12Q: 3 clusters Score -773628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -773663.437500 Penalty: 2902.152588
	Iteration 13Q: 3 clusters Score -773663.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -773691.062500 Penalty: 2902.152588
	Iteration 14Q: 3 clusters Score -773691.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -773703.375000 Penalty: 2902.152588
	Iteration 15Q: 3 clusters Score -773703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -773713.375000 Penalty: 2902.152588
	Iteration 16Q: 3 clusters Score -773713.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -773726.375000 Penalty: 2902.152588
	Iteration 17Q: 3 clusters Score -773726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -773738.000000 Penalty: 2902.152588
	Iteration 18Q: 3 clusters Score -773738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -773750.750000 Penalty: 2902.152588
	Iteration 19Q: 3 clusters Score -773750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -773761.875000 Penalty: 2902.152588
	Iteration 20F: 3 clusters Score -773761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -773771.937500 Penalty: 2902.152588
	Iteration 21Q: 3 clusters Score -773771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -773777.750000 Penalty: 2902.152588
	Iteration 22Q: 3 clusters Score -773777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -773783.750000 Penalty: 2902.152588
	Iteration 23Q: 3 clusters Score -773783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -773786.187500 Penalty: 2902.152588
	Iteration 24Q: 3 clusters Score -773786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -773789.500000 Penalty: 2902.152588
	Iteration 25Q: 3 clusters Score -773789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -773789.500000 Penalty: 2902.152588
	Iteration 26F: 3 clusters Score -773789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -436802.906250 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -436802.9 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 2193 members 
Entering Unmasked Estep 
Score: -433183.343750 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -433183.3 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -434456.625000 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -434456.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -434781.343750 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -434781.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -435014.593750 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -435014.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -435208.093750 Penalty: 2734.783203
	Iteration 4F: 3 clusters Score -435208.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -435358.875000 Penalty: 2734.783203
	Iteration 5Q: 3 clusters Score -435358.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -435485.781250 Penalty: 2734.783203
	Iteration 6Q: 3 clusters Score -435485.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -435558.812500 Penalty: 2734.783203
	Iteration 7Q: 3 clusters Score -435558.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -435621.687500 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -435621.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -435675.750000 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -435675.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -435716.812500 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -435716.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -435749.406250 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -435749.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -435783.468750 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -435783.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -435803.781250 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -435803.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -435828.281250 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -435828.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -435847.875000 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -435847.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -435857.468750 Penalty: 2734.783203
	Iteration 16Q: 3 clusters Score -435857.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -435863.968750 Penalty: 2734.783203
	Iteration 17Q: 3 clusters Score -435864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -435867.281250 Penalty: 2734.783203
	Iteration 18Q: 3 clusters Score -435867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -435871.250000 Penalty: 2734.783203
	Iteration 19Q: 3 clusters Score -435871.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -435872.062500 Penalty: 2734.783203
	Iteration 20F: 3 clusters Score -435872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -435872.093750 Penalty: 2734.783203
	Iteration 21Q: 3 clusters Score -435872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -435873.187500 Penalty: 2734.783203
	Iteration 22Q: 3 clusters Score -435873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -435873.187500 Penalty: 2734.783203
	Iteration 23F: 3 clusters Score -435873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -148076.937500 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -148076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146309.562500 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -146309.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -146681.812500 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -146681.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -146805.875000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -146805.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146865.640625 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -146865.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -146896.734375 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -146896.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -146916.671875 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -146916.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146934.406250 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -146934.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -146945.312500 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -146945.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -146954.765625 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -146954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146963.984375 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -146964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -146976.875000 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -146976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -146987.343750 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -146987.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146991.953125 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -146992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -146995.828125 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -146995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146997.328125 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -146997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146997.640625 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -146997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146997.828125 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -146997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146997.828125 Penalty: 2370.893311
	Iteration 17F: 3 clusters Score -146997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Entering Unmasked Estep 
Score: -4050767.250000 Penalty: 1722.042480
	Iteration 0F: 2 clusters Score -4050767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4023974.000000 Penalty: 3444.084961
	Iteration 0F: 3 clusters Score -4023974 nChanged 18623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4034920.750000 Penalty: 3444.084961
	Iteration 1F: 3 clusters Score -4034921 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4035845.250000 Penalty: 3444.084961
	Iteration 2F: 3 clusters Score -4035845 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4036919.000000 Penalty: 3444.084961
	Iteration 3F: 3 clusters Score -4036919 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4038090.000000 Penalty: 3444.084961
	Iteration 4F: 3 clusters Score -4038090 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -4039364.000000 Penalty: 3444.084961
	Iteration 5F: 3 clusters Score -4039364 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4040639.000000 Penalty: 3444.084961
	Iteration 6F: 3 clusters Score -4040639 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4041851.250000 Penalty: 3444.084961
	Iteration 7F: 3 clusters Score -4041851 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4042880.750000 Penalty: 3444.084961
	Iteration 8Q: 3 clusters Score -4042881 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4043783.750000 Penalty: 3444.084961
	Iteration 9Q: 3 clusters Score -4043784 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4044491.750000 Penalty: 3444.084961
	Iteration 10Q: 3 clusters Score -4044492 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4045159.750000 Penalty: 3444.084961
	Iteration 11Q: 3 clusters Score -4045160 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4045699.000000 Penalty: 3444.084961
	Iteration 12Q: 3 clusters Score -4045699 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4046123.000000 Penalty: 3444.084961
	Iteration 13Q: 3 clusters Score -4046123 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4046424.750000 Penalty: 3444.084961
	Iteration 14Q: 3 clusters Score -4046425 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4046702.250000 Penalty: 3444.084961
	Iteration 15Q: 3 clusters Score -4046702 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4046950.250000 Penalty: 3444.084961
	Iteration 16Q: 3 clusters Score -4046950 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4047231.500000 Penalty: 3444.084961
	Iteration 17Q: 3 clusters Score -4047232 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4047520.500000 Penalty: 3444.084961
	Iteration 18Q: 3 clusters Score -4047520 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4047878.500000 Penalty: 3444.084961
	Iteration 19Q: 3 clusters Score -4047878 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4048236.750000 Penalty: 3444.084961
	Iteration 20F: 3 clusters Score -4048237 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4048503.000000 Penalty: 3444.084961
	Iteration 21Q: 3 clusters Score -4048503 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4048654.000000 Penalty: 3444.084961
	Iteration 22Q: 3 clusters Score -4048654 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4048786.500000 Penalty: 3444.084961
	Iteration 23Q: 3 clusters Score -4048786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4048866.000000 Penalty: 3444.084961
	Iteration 24Q: 3 clusters Score -4048866 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4048930.750000 Penalty: 3444.084961
	Iteration 25Q: 3 clusters Score -4048931 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4048978.500000 Penalty: 3444.084961
	Iteration 26Q: 3 clusters Score -4048978 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4049007.000000 Penalty: 3444.084961
	Iteration 27Q: 3 clusters Score -4049007 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4049029.250000 Penalty: 3444.084961
	Iteration 28Q: 3 clusters Score -4049029 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4049066.750000 Penalty: 3444.084961
	Iteration 29Q: 3 clusters Score -4049067 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4049084.250000 Penalty: 3444.084961
	Iteration 30Q: 3 clusters Score -4049084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4049093.250000 Penalty: 3444.084961
	Iteration 31Q: 3 clusters Score -4049093 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4049099.250000 Penalty: 3444.084961
	Iteration 32Q: 3 clusters Score -4049099 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4049111.750000 Penalty: 3444.084961
	Iteration 33Q: 3 clusters Score -4049112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4049111.500000 Penalty: 3444.084961
	Iteration 34Q: 3 clusters Score -4049112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4049127.000000 Penalty: 3444.084961
	Iteration 35Q: 3 clusters Score -4049127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4049127.250000 Penalty: 3444.084961
	Iteration 36Q: 3 clusters Score -4049127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4049122.500000 Penalty: 3444.084961
	Iteration 37Q: 3 clusters Score -4049122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4049120.500000 Penalty: 3444.084961
	Iteration 38Q: 3 clusters Score -4049120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4049131.750000 Penalty: 3444.084961
	Iteration 39Q: 3 clusters Score -4049132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4049131.500000 Penalty: 3444.084961
	Iteration 40F: 3 clusters Score -4049132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4049130.000000 Penalty: 3444.084961
	Iteration 41Q: 3 clusters Score -4049130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4049122.750000 Penalty: 3444.084961
	Iteration 42Q: 3 clusters Score -4049123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4049129.500000 Penalty: 3444.084961
	Iteration 43Q: 3 clusters Score -4049130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4049127.750000 Penalty: 3444.084961
	Iteration 44Q: 3 clusters Score -4049128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4049123.000000 Penalty: 3444.084961
	Iteration 45Q: 3 clusters Score -4049123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4049121.750000 Penalty: 3444.084961
	Iteration 46Q: 3 clusters Score -4049122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4049117.250000 Penalty: 3444.084961
	Iteration 47Q: 3 clusters Score -4049117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4049119.000000 Penalty: 3444.084961
	Iteration 48Q: 3 clusters Score -4049119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4049117.250000 Penalty: 3444.084961
	Iteration 49Q: 3 clusters Score -4049117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4049123.500000 Penalty: 3444.084961
	Iteration 50Q: 3 clusters Score -4049124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4049116.500000 Penalty: 3444.084961
	Iteration 51Q: 3 clusters Score -4049116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4049115.250000 Penalty: 3444.084961
	Iteration 52Q: 3 clusters Score -4049115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4049118.750000 Penalty: 3444.084961
	Iteration 53Q: 3 clusters Score -4049119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4049117.500000 Penalty: 3444.084961
	Iteration 54Q: 3 clusters Score -4049118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4049118.500000 Penalty: 3444.084961
	Iteration 55Q: 3 clusters Score -4049118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4049119.000000 Penalty: 3444.084961
	Iteration 56Q: 3 clusters Score -4049119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4049119.000000 Penalty: 3444.084961
	Iteration 57F: 3 clusters Score -4049119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -640516.875000 Penalty: 1427.401489
	Iteration 0F: 2 clusters Score -640516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -635465.125000 Penalty: 2854.802979
	Iteration 0F: 3 clusters Score -635465.1 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -637020.125000 Penalty: 2854.802979
	Iteration 1F: 3 clusters Score -637020.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -637274.500000 Penalty: 2854.802979
	Iteration 2F: 3 clusters Score -637274.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -637460.625000 Penalty: 2854.802979
	Iteration 3F: 3 clusters Score -637460.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -637587.375000 Penalty: 2854.802979
	Iteration 4Q: 3 clusters Score -637587.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -637705.875000 Penalty: 2854.802979
	Iteration 5Q: 3 clusters Score -637705.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -637812.312500 Penalty: 2854.802979
	Iteration 6Q: 3 clusters Score -637812.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -637890.250000 Penalty: 2854.802979
	Iteration 7Q: 3 clusters Score -637890.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -637994.437500 Penalty: 2854.802979
	Iteration 8Q: 3 clusters Score -637994.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -638117.937500 Penalty: 2854.802979
	Iteration 9Q: 3 clusters Score -638117.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -638257.687500 Penalty: 2854.802979
	Iteration 10Q: 3 clusters Score -638257.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -638390.937500 Penalty: 2854.802979
	Iteration 11Q: 3 clusters Score -638390.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -638509.937500 Penalty: 2854.802979
	Iteration 12Q: 3 clusters Score -638509.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -638624.187500 Penalty: 2854.802979
	Iteration 13Q: 3 clusters Score -638624.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -638735.687500 Penalty: 2854.802979
	Iteration 14Q: 3 clusters Score -638735.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -638828.812500 Penalty: 2854.802979
	Iteration 15Q: 3 clusters Score -638828.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -638914.812500 Penalty: 2854.802979
	Iteration 16Q: 3 clusters Score -638914.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -638994.500000 Penalty: 2854.802979
	Iteration 17Q: 3 clusters Score -638994.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -639072.625000 Penalty: 2854.802979
	Iteration 18Q: 3 clusters Score -639072.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -639169.937500 Penalty: 2854.802979
	Iteration 19Q: 3 clusters Score -639169.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -639245.687500 Penalty: 2854.802979
	Iteration 20F: 3 clusters Score -639245.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -639310.437500 Penalty: 2854.802979
	Iteration 21Q: 3 clusters Score -639310.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -639368.000000 Penalty: 2854.802979
	Iteration 22Q: 3 clusters Score -639368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -639422.875000 Penalty: 2854.802979
	Iteration 23Q: 3 clusters Score -639422.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -639462.625000 Penalty: 2854.802979
	Iteration 24Q: 3 clusters Score -639462.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -639490.187500 Penalty: 2854.802979
	Iteration 25Q: 3 clusters Score -639490.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -639500.562500 Penalty: 2854.802979
	Iteration 26Q: 3 clusters Score -639500.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -639508.687500 Penalty: 2854.802979
	Iteration 27Q: 3 clusters Score -639508.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -639515.750000 Penalty: 2854.802979
	Iteration 28Q: 3 clusters Score -639515.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -639524.000000 Penalty: 2854.802979
	Iteration 29Q: 3 clusters Score -639524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -639528.687500 Penalty: 2854.802979
	Iteration 30Q: 3 clusters Score -639528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -639530.625000 Penalty: 2854.802979
	Iteration 31Q: 3 clusters Score -639530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -639533.125000 Penalty: 2854.802979
	Iteration 32Q: 3 clusters Score -639533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -639536.750000 Penalty: 2854.802979
	Iteration 33Q: 3 clusters Score -639536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -639541.062500 Penalty: 2854.802979
	Iteration 34Q: 3 clusters Score -639541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -639543.562500 Penalty: 2854.802979
	Iteration 35Q: 3 clusters Score -639543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -639545.000000 Penalty: 2854.802979
	Iteration 36Q: 3 clusters Score -639545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -639544.937500 Penalty: 2854.802979
	Iteration 37Q: 3 clusters Score -639544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -639544.937500 Penalty: 2854.802979
	Iteration 38F: 3 clusters Score -639544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -167160.312500 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -167160.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165242.562500 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -165242.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -165680.562500 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -165680.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -165870.718750 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -165870.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166014.546875 Penalty: 2425.033203
	Iteration 3F: 3 clusters Score -166014.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166153.062500 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -166153.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -166287.515625 Penalty: 2425.033203
	Iteration 5F: 3 clusters Score -166287.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -166379.656250 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -166379.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166451.562500 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -166451.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -166512.109375 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -166512.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -166576.562500 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -166576.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166637.390625 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -166637.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -166682.890625 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -166682.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166724.093750 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -166724.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -166753.421875 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -166753.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166767.437500 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -166767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166778.156250 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -166778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166782.265625 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -166782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166785.000000 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -166785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166788.125000 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -166788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166790.468750 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -166790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166791.265625 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -166791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -214098.468750 Penalty: 1257.362671
	Iteration 0F: 2 clusters Score -214098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -211847.031250 Penalty: 2514.725342
	Iteration 0F: 3 clusters Score -211847 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -212380.437500 Penalty: 2514.725342
	Iteration 1F: 3 clusters Score -212380.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -212516.203125 Penalty: 2514.725342
	Iteration 2F: 3 clusters Score -212516.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -212600.156250 Penalty: 2514.725342
	Iteration 3F: 3 clusters Score -212600.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -212680.265625 Penalty: 2514.725342
	Iteration 4Q: 3 clusters Score -212680.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -212741.218750 Penalty: 2514.725342
	Iteration 5Q: 3 clusters Score -212741.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -212795.890625 Penalty: 2514.725342
	Iteration 6Q: 3 clusters Score -212795.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -212842.921875 Penalty: 2514.725342
	Iteration 7Q: 3 clusters Score -212842.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -212882.500000 Penalty: 2514.725342
	Iteration 8Q: 3 clusters Score -212882.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -212903.921875 Penalty: 2514.725342
	Iteration 9Q: 3 clusters Score -212903.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -212921.093750 Penalty: 2514.725342
	Iteration 10Q: 3 clusters Score -212921.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212933.921875 Penalty: 2514.725342
	Iteration 11Q: 3 clusters Score -212933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -212941.359375 Penalty: 2514.725342
	Iteration 12Q: 3 clusters Score -212941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -212947.937500 Penalty: 2514.725342
	Iteration 13Q: 3 clusters Score -212947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -212952.390625 Penalty: 2514.725342
	Iteration 14Q: 3 clusters Score -212952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -212955.296875 Penalty: 2514.725342
	Iteration 15Q: 3 clusters Score -212955.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -212960.859375 Penalty: 2514.725342
	Iteration 16Q: 3 clusters Score -212960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -212966.000000 Penalty: 2514.725342
	Iteration 17Q: 3 clusters Score -212966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -212975.546875 Penalty: 2514.725342
	Iteration 18Q: 3 clusters Score -212975.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212984.828125 Penalty: 2514.725342
	Iteration 19Q: 3 clusters Score -212984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -212992.453125 Penalty: 2514.725342
	Iteration 20F: 3 clusters Score -212992.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -212998.828125 Penalty: 2514.725342
	Iteration 21Q: 3 clusters Score -212998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -213002.890625 Penalty: 2514.725342
	Iteration 22Q: 3 clusters Score -213002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -213009.296875 Penalty: 2514.725342
	Iteration 23Q: 3 clusters Score -213009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -213011.796875 Penalty: 2514.725342
	Iteration 24Q: 3 clusters Score -213011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -213016.781250 Penalty: 2514.725342
	Iteration 25Q: 3 clusters Score -213016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -213020.593750 Penalty: 2514.725342
	Iteration 26Q: 3 clusters Score -213020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -213024.531250 Penalty: 2514.725342
	Iteration 27Q: 3 clusters Score -213024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -213027.062500 Penalty: 2514.725342
	Iteration 28Q: 3 clusters Score -213027.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -213029.421875 Penalty: 2514.725342
	Iteration 29Q: 3 clusters Score -213029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -213033.015625 Penalty: 2514.725342
	Iteration 30Q: 3 clusters Score -213033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -213034.140625 Penalty: 2514.725342
	Iteration 31Q: 3 clusters Score -213034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -213035.531250 Penalty: 2514.725342
	Iteration 32Q: 3 clusters Score -213035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -213039.000000 Penalty: 2514.725342
	Iteration 33Q: 3 clusters Score -213039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -213041.390625 Penalty: 2514.725342
	Iteration 34Q: 3 clusters Score -213041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -213045.187500 Penalty: 2514.725342
	Iteration 35Q: 3 clusters Score -213045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -213048.093750 Penalty: 2514.725342
	Iteration 36Q: 3 clusters Score -213048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -213049.906250 Penalty: 2514.725342
	Iteration 37Q: 3 clusters Score -213049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -213053.390625 Penalty: 2514.725342
	Iteration 38Q: 3 clusters Score -213053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -213055.500000 Penalty: 2514.725342
	Iteration 39Q: 3 clusters Score -213055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -213056.546875 Penalty: 2514.725342
	Iteration 40F: 3 clusters Score -213056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -213056.968750 Penalty: 2514.725342
	Iteration 41Q: 3 clusters Score -213057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -213059.406250 Penalty: 2514.725342
	Iteration 42Q: 3 clusters Score -213059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -213060.546875 Penalty: 2514.725342
	Iteration 43Q: 3 clusters Score -213060.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -213063.437500 Penalty: 2514.725342
	Iteration 44Q: 3 clusters Score -213063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -213067.187500 Penalty: 2514.725342
	Iteration 45Q: 3 clusters Score -213067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -213070.093750 Penalty: 2514.725342
	Iteration 46Q: 3 clusters Score -213070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -213072.718750 Penalty: 2514.725342
	Iteration 47Q: 3 clusters Score -213072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -213076.593750 Penalty: 2514.725342
	Iteration 48Q: 3 clusters Score -213076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -213082.609375 Penalty: 2514.725342
	Iteration 49Q: 3 clusters Score -213082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213086.343750 Penalty: 2514.725342
	Iteration 50Q: 3 clusters Score -213086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -213088.359375 Penalty: 2514.725342
	Iteration 51Q: 3 clusters Score -213088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -213089.796875 Penalty: 2514.725342
	Iteration 52Q: 3 clusters Score -213089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -213092.531250 Penalty: 2514.725342
	Iteration 53Q: 3 clusters Score -213092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -213093.812500 Penalty: 2514.725342
	Iteration 54Q: 3 clusters Score -213093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -213094.171875 Penalty: 2514.725342
	Iteration 55Q: 3 clusters Score -213094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -213094.171875 Penalty: 2514.725342
	Iteration 56F: 3 clusters Score -213094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -407440.468750 Penalty: 1358.245117
	Iteration 0F: 2 clusters Score -407440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -403920.812500 Penalty: 2716.490234
	Iteration 0F: 3 clusters Score -403920.8 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -404951.281250 Penalty: 2716.490234
	Iteration 1F: 3 clusters Score -404951.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -405186.156250 Penalty: 2716.490234
	Iteration 2F: 3 clusters Score -405186.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -405383.156250 Penalty: 2716.490234
	Iteration 3F: 3 clusters Score -405383.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -405531.031250 Penalty: 2716.490234
	Iteration 4F: 3 clusters Score -405531 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -405697.093750 Penalty: 2716.490234
	Iteration 5Q: 3 clusters Score -405697.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -405891.125000 Penalty: 2716.490234
	Iteration 6Q: 3 clusters Score -405891.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -406143.156250 Penalty: 2716.490234
	Iteration 7F: 3 clusters Score -406143.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -406456.937500 Penalty: 2716.490234
	Iteration 8F: 3 clusters Score -406456.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -406766.468750 Penalty: 2716.490234
	Iteration 9F: 3 clusters Score -406766.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -406974.312500 Penalty: 2716.490234
	Iteration 10Q: 3 clusters Score -406974.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -407083.750000 Penalty: 2716.490234
	Iteration 11Q: 3 clusters Score -407083.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -407155.312500 Penalty: 2716.490234
	Iteration 12Q: 3 clusters Score -407155.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -407196.500000 Penalty: 2716.490234
	Iteration 13Q: 3 clusters Score -407196.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -407244.593750 Penalty: 2716.490234
	Iteration 14Q: 3 clusters Score -407244.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -407278.031250 Penalty: 2716.490234
	Iteration 15Q: 3 clusters Score -407278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -407310.843750 Penalty: 2716.490234
	Iteration 16Q: 3 clusters Score -407310.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -407339.656250 Penalty: 2716.490234
	Iteration 17Q: 3 clusters Score -407339.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -407374.031250 Penalty: 2716.490234
	Iteration 18Q: 3 clusters Score -407374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -407414.062500 Penalty: 2716.490234
	Iteration 19Q: 3 clusters Score -407414.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -407431.593750 Penalty: 2716.490234
	Iteration 20F: 3 clusters Score -407431.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -407447.718750 Penalty: 2716.490234
	Iteration 21Q: 3 clusters Score -407447.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -407455.250000 Penalty: 2716.490234
	Iteration 22Q: 3 clusters Score -407455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -407460.468750 Penalty: 2716.490234
	Iteration 23Q: 3 clusters Score -407460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -407464.781250 Penalty: 2716.490234
	Iteration 24Q: 3 clusters Score -407464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -407466.968750 Penalty: 2716.490234
	Iteration 25Q: 3 clusters Score -407467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -407468.125000 Penalty: 2716.490234
	Iteration 26Q: 3 clusters Score -407468.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -407471.656250 Penalty: 2716.490234
	Iteration 27Q: 3 clusters Score -407471.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -407474.218750 Penalty: 2716.490234
	Iteration 28Q: 3 clusters Score -407474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -407476.156250 Penalty: 2716.490234
	Iteration 29Q: 3 clusters Score -407476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -407475.968750 Penalty: 2716.490234
	Iteration 30Q: 3 clusters Score -407476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -407476.125000 Penalty: 2716.490234
	Iteration 31Q: 3 clusters Score -407476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -407477.062500 Penalty: 2716.490234
	Iteration 32Q: 3 clusters Score -407477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -407476.812500 Penalty: 2716.490234
	Iteration 33Q: 3 clusters Score -407476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -407477.000000 Penalty: 2716.490234
	Iteration 34Q: 3 clusters Score -407477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -407477.000000 Penalty: 2716.490234
	Iteration 35F: 3 clusters Score -407477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 4685 members 
Mstep: Class 33 contains 4199 members 
Mstep: Class 34 contains 1957 members 
Mstep: Class 35 contains 7035 members 
Mstep: Class 36 contains 1813 members 
Mstep: Class 37 contains 1986 members 
Entering Unmasked Estep 
Score: -54916588.000000 Penalty: 79549.101562
Splitting cluster 31 changes total score from -54913572.000000 to -54916588.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 17349 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 75427 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 79429 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 105027 members 
Mstep: Class 15 contains 31894 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27637 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 7553 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 40022 members 
Mstep: Class 28 contains 6529 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 2293 members 
Mstep: Class 31 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54919420.000000 Penalty: 79549.101562
Iteration 79Q: 38 clusters Score -5.491942e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 11340 members 
Mstep: Class 4 contains 16360 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 13939 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 75429 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 78390 members 
Mstep: Class 12 contains 19509 members 
Mstep: Class 13 contains 1797 members 
Mstep: Class 14 contains 105910 members 
Mstep: Class 15 contains 31979 members 
Mstep: Class 16 contains 2444 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 27754 members 
Mstep: Class 19 contains 2222 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 20627 members 
Mstep: Class 22 contains 8694 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 7573 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 1489 members 
Mstep: Class 27 contains 39490 members 
Mstep: Class 28 contains 6498 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 2294 members 
Mstep: Class 31 contains 2367 members 
Mstep: Class 32 contains 4514 members 
Mstep: Class 33 contains 4087 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 6704 members 
Mstep: Class 36 contains 1634 members 
Mstep: Class 37 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54922568.000000 Penalty: 79549.101562
Iteration 80F: 38 clusters Score -5.492257e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5110 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 16440 members 
Mstep: Class 5 contains 17264 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 13861 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 75422 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 77252 members 
Mstep: Class 12 contains 20094 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 106826 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 27600 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 20514 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 1482 members 
Mstep: Class 27 contains 38412 members 
Mstep: Class 28 contains 6396 members 
Mstep: Class 29 contains 1721 members 
Mstep: Class 30 contains 2274 members 
Mstep: Class 31 contains 2435 members 
Mstep: Class 32 contains 4621 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 2157 members 
Mstep: Class 35 contains 6867 members 
Mstep: Class 36 contains 1677 members 
Mstep: Class 37 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54924732.000000 Penalty: 79549.101562
Iteration 81Q: 38 clusters Score -5.492473e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 16500 members 
Mstep: Class 5 contains 17142 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 75402 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 76062 members 
Mstep: Class 12 contains 20687 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 107773 members 
Mstep: Class 15 contains 32109 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 18 contains 27563 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 8783 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 7575 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 1478 members 
Mstep: Class 27 contains 37457 members 
Mstep: Class 28 contains 6347 members 
Mstep: Class 29 contains 1715 members 
Mstep: Class 30 contains 2263 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 4688 members 
Mstep: Class 33 contains 4943 members 
Mstep: Class 34 contains 2321 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 1700 members 
Mstep: Class 37 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54926224.000000 Penalty: 79549.101562
Iteration 82Q: 38 clusters Score -5.492622e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 16539 members 
Mstep: Class 5 contains 17030 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 13714 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 75384 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 74870 members 
Mstep: Class 12 contains 21251 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 108726 members 
Mstep: Class 15 contains 32175 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 27566 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 6705 members 
Mstep: Class 21 contains 20400 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 5110 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 4169 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 36647 members 
Mstep: Class 28 contains 6316 members 
Mstep: Class 29 contains 1708 members 
Mstep: Class 30 contains 2251 members 
Mstep: Class 31 contains 2531 members 
Mstep: Class 32 contains 4743 members 
Mstep: Class 33 contains 5209 members 
Mstep: Class 34 contains 2431 members 
Mstep: Class 35 contains 7025 members 
Mstep: Class 36 contains 1725 members 
Mstep: Class 37 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54927524.000000 Penalty: 79549.101562
Iteration 83Q: 38 clusters Score -5.492752e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 11240 members 
Mstep: Class 4 contains 16562 members 
Mstep: Class 5 contains 16908 members 
Mstep: Class 6 contains 3869 members 
Mstep: Class 7 contains 13636 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 75371 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 73603 members 
Mstep: Class 12 contains 21747 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 109773 members 
Mstep: Class 15 contains 32227 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 27606 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 20362 members 
Mstep: Class 22 contains 8874 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 7589 members 
Mstep: Class 25 contains 4109 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 35936 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 1701 members 
Mstep: Class 30 contains 2245 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 4798 members 
Mstep: Class 33 contains 5438 members 
Mstep: Class 34 contains 2511 members 
Mstep: Class 35 contains 7063 members 
Mstep: Class 36 contains 1723 members 
Mstep: Class 37 contains 2072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928828.000000 Penalty: 79549.101562
Iteration 84Q: 38 clusters Score -5.492883e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 11237 members 
Mstep: Class 4 contains 16570 members 
Mstep: Class 5 contains 16805 members 
Mstep: Class 6 contains 3887 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 75352 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 72298 members 
Mstep: Class 12 contains 22249 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 110836 members 
Mstep: Class 15 contains 32296 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 27672 members 
Mstep: Class 19 contains 2266 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 20332 members 
Mstep: Class 22 contains 8920 members 
Mstep: Class 23 contains 5255 members 
Mstep: Class 24 contains 7590 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 35241 members 
Mstep: Class 28 contains 6268 members 
Mstep: Class 29 contains 1699 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 2599 members 
Mstep: Class 32 contains 4836 members 
Mstep: Class 33 contains 5627 members 
Mstep: Class 34 contains 2570 members 
Mstep: Class 35 contains 7130 members 
Mstep: Class 36 contains 1730 members 
Mstep: Class 37 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929704.000000 Penalty: 79549.101562
Iteration 85Q: 38 clusters Score -5.49297e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5141 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 16589 members 
Mstep: Class 5 contains 16707 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 13537 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 75323 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 11 contains 71058 members 
Mstep: Class 12 contains 22769 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 111861 members 
Mstep: Class 15 contains 32355 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 4537 members 
Mstep: Class 18 contains 27723 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 20294 members 
Mstep: Class 22 contains 8955 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 7587 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 1467 members 
Mstep: Class 27 contains 34548 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 1697 members 
Mstep: Class 30 contains 2239 members 
Mstep: Class 31 contains 2637 members 
Mstep: Class 32 contains 4850 members 
Mstep: Class 33 contains 5774 members 
Mstep: Class 34 contains 2618 members 
Mstep: Class 35 contains 7207 members 
Mstep: Class 36 contains 1740 members 
Mstep: Class 37 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930480.000000 Penalty: 79549.101562
Iteration 86Q: 38 clusters Score -5.493048e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 16609 members 
Mstep: Class 5 contains 16587 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 13506 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 75304 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 69852 members 
Mstep: Class 12 contains 23209 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 112883 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 4541 members 
Mstep: Class 18 contains 27764 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 20255 members 
Mstep: Class 22 contains 8988 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 7591 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 33920 members 
Mstep: Class 28 contains 6236 members 
Mstep: Class 29 contains 1695 members 
Mstep: Class 30 contains 2228 members 
Mstep: Class 31 contains 2654 members 
Mstep: Class 32 contains 4849 members 
Mstep: Class 33 contains 5912 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 7299 members 
Mstep: Class 36 contains 1746 members 
Mstep: Class 37 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54931208.000000 Penalty: 79549.101562
Iteration 87Q: 38 clusters Score -5.493121e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 16587 members 
Mstep: Class 5 contains 16486 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 75293 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 68673 members 
Mstep: Class 12 contains 23695 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 113891 members 
Mstep: Class 15 contains 32530 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 4541 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 6984 members 
Mstep: Class 21 contains 20216 members 
Mstep: Class 22 contains 9030 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 7595 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 33265 members 
Mstep: Class 28 contains 6188 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 2216 members 
Mstep: Class 31 contains 2674 members 
Mstep: Class 32 contains 4851 members 
Mstep: Class 33 contains 6027 members 
Mstep: Class 34 contains 2679 members 
Mstep: Class 35 contains 7400 members 
Mstep: Class 36 contains 1755 members 
Mstep: Class 37 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932092.000000 Penalty: 79549.101562
Iteration 88Q: 38 clusters Score -5.493209e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 16579 members 
Mstep: Class 5 contains 16374 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 75282 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 67525 members 
Mstep: Class 12 contains 24179 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 114885 members 
Mstep: Class 15 contains 32623 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 20177 members 
Mstep: Class 22 contains 9068 members 
Mstep: Class 23 contains 5419 members 
Mstep: Class 24 contains 7597 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 32661 members 
Mstep: Class 28 contains 6144 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 2210 members 
Mstep: Class 31 contains 2695 members 
Mstep: Class 32 contains 4854 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 2695 members 
Mstep: Class 35 contains 7498 members 
Mstep: Class 36 contains 1767 members 
Mstep: Class 37 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933068.000000 Penalty: 79549.101562
Iteration 89Q: 38 clusters Score -5.493307e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 16576 members 
Mstep: Class 5 contains 16266 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 13390 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 75263 members 
Mstep: Class 10 contains 3174 members 
Mstep: Class 11 contains 66371 members 
Mstep: Class 12 contains 24640 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 115870 members 
Mstep: Class 15 contains 32769 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 18 contains 27813 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 7128 members 
Mstep: Class 21 contains 20141 members 
Mstep: Class 22 contains 9095 members 
Mstep: Class 23 contains 5458 members 
Mstep: Class 24 contains 7602 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 32008 members 
Mstep: Class 28 contains 6113 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 4855 members 
Mstep: Class 33 contains 6214 members 
Mstep: Class 34 contains 2706 members 
Mstep: Class 35 contains 7638 members 
Mstep: Class 36 contains 1777 members 
Mstep: Class 37 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933832.000000 Penalty: 79549.101562
Iteration 90Q: 38 clusters Score -5.493383e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 11233 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 16168 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 13337 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 75242 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 65214 members 
Mstep: Class 12 contains 25096 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 116911 members 
Mstep: Class 15 contains 32914 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 4553 members 
Mstep: Class 18 contains 27805 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 7214 members 
Mstep: Class 21 contains 20124 members 
Mstep: Class 22 contains 9122 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 7603 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1458 members 
Mstep: Class 27 contains 31310 members 
Mstep: Class 28 contains 6093 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2204 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 6285 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 7799 members 
Mstep: Class 36 contains 1788 members 
Mstep: Class 37 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935392.000000 Penalty: 79549.101562
Iteration 91Q: 38 clusters Score -5.493539e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5161 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 16582 members 
Mstep: Class 5 contains 16080 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 75220 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 64157 members 
Mstep: Class 12 contains 25500 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 117899 members 
Mstep: Class 15 contains 33050 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 27786 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 20108 members 
Mstep: Class 22 contains 9140 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 7616 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 30652 members 
Mstep: Class 28 contains 6059 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 2730 members 
Mstep: Class 32 contains 4856 members 
Mstep: Class 33 contains 6353 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 7956 members 
Mstep: Class 36 contains 1793 members 
Mstep: Class 37 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54936324.000000 Penalty: 79549.101562
Iteration 92Q: 38 clusters Score -5.493632e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 11152 members 
Mstep: Class 4 contains 16574 members 
Mstep: Class 5 contains 15995 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 75190 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 63325 members 
Mstep: Class 12 contains 25884 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 118648 members 
Mstep: Class 15 contains 33200 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 18 contains 27767 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 7451 members 
Mstep: Class 21 contains 20076 members 
Mstep: Class 22 contains 9144 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 7635 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 29972 members 
Mstep: Class 28 contains 6028 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 2188 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 4855 members 
Mstep: Class 33 contains 6409 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 8155 members 
Mstep: Class 36 contains 1802 members 
Mstep: Class 37 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937000.000000 Penalty: 79549.101562
Iteration 93Q: 38 clusters Score -5.4937e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 16556 members 
Mstep: Class 5 contains 15910 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 13235 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 75149 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 62760 members 
Mstep: Class 12 contains 26210 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 119174 members 
Mstep: Class 15 contains 33350 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 27729 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 20048 members 
Mstep: Class 22 contains 9162 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 29351 members 
Mstep: Class 28 contains 6014 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 4854 members 
Mstep: Class 33 contains 6455 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 8331 members 
Mstep: Class 36 contains 1801 members 
Mstep: Class 37 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937500.000000 Penalty: 79549.101562
Iteration 94Q: 38 clusters Score -5.49375e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 16558 members 
Mstep: Class 5 contains 15852 members 
Mstep: Class 6 contains 4095 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 75101 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 62423 members 
Mstep: Class 12 contains 26499 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 119487 members 
Mstep: Class 15 contains 33503 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 27670 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 7689 members 
Mstep: Class 21 contains 20011 members 
Mstep: Class 22 contains 9167 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 7695 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 5997 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 2172 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 4862 members 
Mstep: Class 33 contains 6499 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 8518 members 
Mstep: Class 36 contains 1799 members 
Mstep: Class 37 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937832.000000 Penalty: 79549.101562
Iteration 95Q: 38 clusters Score -5.493783e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 11065 members 
Mstep: Class 4 contains 16541 members 
Mstep: Class 5 contains 15806 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 13211 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 75078 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 62247 members 
Mstep: Class 12 contains 26778 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 119599 members 
Mstep: Class 15 contains 33664 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 27618 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 7806 members 
Mstep: Class 21 contains 19971 members 
Mstep: Class 22 contains 9178 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 7710 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1473 members 
Mstep: Class 27 contains 28150 members 
Mstep: Class 28 contains 5969 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 2171 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 4868 members 
Mstep: Class 33 contains 6540 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 8726 members 
Mstep: Class 36 contains 1806 members 
Mstep: Class 37 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54938252.000000 Penalty: 79549.101562
Iteration 96Q: 38 clusters Score -5.493825e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 11040 members 
Mstep: Class 4 contains 16505 members 
Mstep: Class 5 contains 15772 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 75058 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 62180 members 
Mstep: Class 12 contains 27030 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 119553 members 
Mstep: Class 15 contains 33844 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 27559 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 7907 members 
Mstep: Class 21 contains 19950 members 
Mstep: Class 22 contains 9191 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 27630 members 
Mstep: Class 28 contains 5944 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 2739 members 
Mstep: Class 32 contains 4872 members 
Mstep: Class 33 contains 6566 members 
Mstep: Class 34 contains 2713 members 
Mstep: Class 35 contains 8935 members 
Mstep: Class 36 contains 1805 members 
Mstep: Class 37 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54938488.000000 Penalty: 79549.101562
Iteration 97Q: 38 clusters Score -5.493849e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 15747 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 75036 members 
Mstep: Class 10 contains 3184 members 
Mstep: Class 11 contains 62172 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 119431 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 27502 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 7978 members 
Mstep: Class 21 contains 19935 members 
Mstep: Class 22 contains 9206 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 7741 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 27157 members 
Mstep: Class 28 contains 5912 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2159 members 
Mstep: Class 31 contains 2742 members 
Mstep: Class 32 contains 4878 members 
Mstep: Class 33 contains 6597 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 9135 members 
Mstep: Class 36 contains 1808 members 
Mstep: Class 37 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54938976.000000 Penalty: 79549.101562
Iteration 98Q: 38 clusters Score -5.493898e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 10997 members 
Mstep: Class 4 contains 16438 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 4179 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 75002 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 62203 members 
Mstep: Class 12 contains 27499 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 119260 members 
Mstep: Class 15 contains 34191 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 27465 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 19921 members 
Mstep: Class 22 contains 9219 members 
Mstep: Class 23 contains 5727 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1478 members 
Mstep: Class 27 contains 26724 members 
Mstep: Class 28 contains 5885 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2158 members 
Mstep: Class 31 contains 2739 members 
Mstep: Class 32 contains 4887 members 
Mstep: Class 33 contains 6619 members 
Mstep: Class 34 contains 2719 members 
Mstep: Class 35 contains 9315 members 
Mstep: Class 36 contains 1808 members 
Mstep: Class 37 contains 2167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939236.000000 Penalty: 79549.101562
Iteration 99Q: 38 clusters Score -5.493924e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 16404 members 
Mstep: Class 5 contains 15711 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 13195 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 74952 members 
Mstep: Class 10 contains 3179 members 
Mstep: Class 11 contains 62240 members 
Mstep: Class 12 contains 27719 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 119067 members 
Mstep: Class 15 contains 34388 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 27432 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 19907 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 5748 members 
Mstep: Class 24 contains 7761 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 26287 members 
Mstep: Class 28 contains 5866 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2165 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 4896 members 
Mstep: Class 33 contains 6631 members 
Mstep: Class 34 contains 2720 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 1804 members 
Mstep: Class 37 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939636.000000 Penalty: 79549.101562
Iteration 100F: 38 clusters Score -5.493964e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 10960 members 
Mstep: Class 4 contains 16378 members 
Mstep: Class 5 contains 15692 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 74915 members 
Mstep: Class 10 contains 3181 members 
Mstep: Class 11 contains 62283 members 
Mstep: Class 12 contains 27949 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 118846 members 
Mstep: Class 15 contains 34592 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 19888 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 7767 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 1479 members 
Mstep: Class 27 contains 25830 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2155 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 4901 members 
Mstep: Class 33 contains 6649 members 
Mstep: Class 34 contains 2725 members 
Mstep: Class 35 contains 9745 members 
Mstep: Class 36 contains 1804 members 
Mstep: Class 37 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939852.000000 Penalty: 79549.101562
Iteration 101Q: 38 clusters Score -5.493985e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 16356 members 
Mstep: Class 5 contains 15678 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 74884 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 62326 members 
Mstep: Class 12 contains 28165 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 118557 members 
Mstep: Class 15 contains 34867 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 27376 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 8183 members 
Mstep: Class 21 contains 19882 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 5780 members 
Mstep: Class 24 contains 7770 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 1484 members 
Mstep: Class 27 contains 25381 members 
Mstep: Class 28 contains 5806 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2146 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 4907 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 2727 members 
Mstep: Class 35 contains 9979 members 
Mstep: Class 36 contains 1797 members 
Mstep: Class 37 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940052.000000 Penalty: 79549.101562
Iteration 102Q: 38 clusters Score -5.494005e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 16341 members 
Mstep: Class 5 contains 15657 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13166 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 74846 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 62376 members 
Mstep: Class 12 contains 28370 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 118270 members 
Mstep: Class 15 contains 35120 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 27349 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 8224 members 
Mstep: Class 21 contains 19876 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 5791 members 
Mstep: Class 24 contains 7768 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1489 members 
Mstep: Class 27 contains 24994 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2131 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 4919 members 
Mstep: Class 33 contains 6689 members 
Mstep: Class 34 contains 2731 members 
Mstep: Class 35 contains 10184 members 
Mstep: Class 36 contains 1791 members 
Mstep: Class 37 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940464.000000 Penalty: 79549.101562
Iteration 103Q: 38 clusters Score -5.494046e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 16307 members 
Mstep: Class 5 contains 15646 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 13160 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74824 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 62422 members 
Mstep: Class 12 contains 28564 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 117977 members 
Mstep: Class 15 contains 35371 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 27327 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 19879 members 
Mstep: Class 22 contains 9283 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 7774 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 24674 members 
Mstep: Class 28 contains 5754 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 2717 members 
Mstep: Class 32 contains 4927 members 
Mstep: Class 33 contains 6707 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 1783 members 
Mstep: Class 37 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940380.000000 Penalty: 79549.101562
Iteration 104Q: 38 clusters Score -5.494038e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 10925 members 
Mstep: Class 4 contains 16279 members 
Mstep: Class 5 contains 15632 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 7 contains 13154 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74798 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 62473 members 
Mstep: Class 12 contains 28753 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 117644 members 
Mstep: Class 15 contains 35647 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 27292 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 19871 members 
Mstep: Class 22 contains 9294 members 
Mstep: Class 23 contains 5821 members 
Mstep: Class 24 contains 7777 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1500 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6721 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10479 members 
Mstep: Class 36 contains 1781 members 
Mstep: Class 37 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940548.000000 Penalty: 79549.101562
Iteration 105Q: 38 clusters Score -5.494055e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 10920 members 
Mstep: Class 4 contains 16250 members 
Mstep: Class 5 contains 15623 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 13145 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74778 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 62508 members 
Mstep: Class 12 contains 28923 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 117339 members 
Mstep: Class 15 contains 35927 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 27260 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 19868 members 
Mstep: Class 22 contains 9294 members 
Mstep: Class 23 contains 5844 members 
Mstep: Class 24 contains 7775 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1505 members 
Mstep: Class 27 contains 24122 members 
Mstep: Class 28 contains 5709 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2110 members 
Mstep: Class 31 contains 2714 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6734 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10572 members 
Mstep: Class 36 contains 1781 members 
Mstep: Class 37 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940684.000000 Penalty: 79549.101562
Iteration 106Q: 38 clusters Score -5.494068e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 10920 members 
Mstep: Class 4 contains 16229 members 
Mstep: Class 5 contains 15610 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74762 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 62551 members 
Mstep: Class 12 contains 29071 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 116992 members 
Mstep: Class 15 contains 36225 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 27242 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 8303 members 
Mstep: Class 21 contains 19866 members 
Mstep: Class 22 contains 9298 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 7774 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 1505 members 
Mstep: Class 27 contains 23943 members 
Mstep: Class 28 contains 5691 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2101 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6741 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 10644 members 
Mstep: Class 36 contains 1779 members 
Mstep: Class 37 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940440.000000 Penalty: 79549.101562
Iteration 107Q: 38 clusters Score -5.494044e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 10920 members 
Mstep: Class 4 contains 16205 members 
Mstep: Class 5 contains 15592 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 13123 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74747 members 
Mstep: Class 10 contains 3206 members 
Mstep: Class 11 contains 62593 members 
Mstep: Class 12 contains 29175 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 116663 members 
Mstep: Class 15 contains 36519 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 4610 members 
Mstep: Class 18 contains 27227 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 8319 members 
Mstep: Class 21 contains 19859 members 
Mstep: Class 22 contains 9300 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 7773 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 1509 members 
Mstep: Class 27 contains 23785 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2103 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 6753 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 10708 members 
Mstep: Class 36 contains 1778 members 
Mstep: Class 37 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940456.000000 Penalty: 79549.101562
Iteration 108Q: 38 clusters Score -5.494046e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5142 members 
Mstep: Class 3 contains 10918 members 
Mstep: Class 4 contains 16188 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74727 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 62640 members 
Mstep: Class 12 contains 29272 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 116341 members 
Mstep: Class 15 contains 36802 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 27216 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 8338 members 
Mstep: Class 21 contains 19850 members 
Mstep: Class 22 contains 9307 members 
Mstep: Class 23 contains 5921 members 
Mstep: Class 24 contains 7776 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 23639 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2100 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 4941 members 
Mstep: Class 33 contains 6762 members 
Mstep: Class 34 contains 2734 members 
Mstep: Class 35 contains 10763 members 
Mstep: Class 36 contains 1777 members 
Mstep: Class 37 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940592.000000 Penalty: 79549.101562
Iteration 109Q: 38 clusters Score -5.494059e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 16165 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74705 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 62684 members 
Mstep: Class 12 contains 29368 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 116019 members 
Mstep: Class 15 contains 37070 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 18 contains 27212 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 8350 members 
Mstep: Class 21 contains 19841 members 
Mstep: Class 22 contains 9317 members 
Mstep: Class 23 contains 5958 members 
Mstep: Class 24 contains 7776 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 23512 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2089 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 6769 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10820 members 
Mstep: Class 36 contains 1773 members 
Mstep: Class 37 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940564.000000 Penalty: 79549.101562
Iteration 110Q: 38 clusters Score -5.494056e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5128 members 
Mstep: Class 3 contains 10906 members 
Mstep: Class 4 contains 16151 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 13138 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74676 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 62718 members 
Mstep: Class 12 contains 29456 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 115726 members 
Mstep: Class 15 contains 37320 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 8355 members 
Mstep: Class 21 contains 19833 members 
Mstep: Class 22 contains 9322 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 7770 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 23408 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 6779 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10855 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940608.000000 Penalty: 79549.101562
Iteration 111Q: 38 clusters Score -5.494061e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5125 members 
Mstep: Class 3 contains 10903 members 
Mstep: Class 4 contains 16137 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 13147 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74655 members 
Mstep: Class 10 contains 3217 members 
Mstep: Class 11 contains 62749 members 
Mstep: Class 12 contains 29532 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 115453 members 
Mstep: Class 15 contains 37555 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 9332 members 
Mstep: Class 23 contains 6002 members 
Mstep: Class 24 contains 7768 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1520 members 
Mstep: Class 27 contains 23313 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2089 members 
Mstep: Class 31 contains 2749 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 6783 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10901 members 
Mstep: Class 36 contains 1770 members 
Mstep: Class 37 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940536.000000 Penalty: 79549.101562
Iteration 112Q: 38 clusters Score -5.494054e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 10903 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 15533 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74636 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 62774 members 
Mstep: Class 12 contains 29602 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 115186 members 
Mstep: Class 15 contains 37805 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 4611 members 
Mstep: Class 18 contains 27159 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8374 members 
Mstep: Class 21 contains 19805 members 
Mstep: Class 22 contains 9333 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 7760 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1523 members 
Mstep: Class 27 contains 23226 members 
Mstep: Class 28 contains 5637 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 6785 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10941 members 
Mstep: Class 36 contains 1768 members 
Mstep: Class 37 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940624.000000 Penalty: 79549.101562
Iteration 113Q: 38 clusters Score -5.494062e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 10901 members 
Mstep: Class 4 contains 16102 members 
Mstep: Class 5 contains 15524 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 13150 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74624 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 62801 members 
Mstep: Class 12 contains 29647 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 114904 members 
Mstep: Class 15 contains 38071 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 18 contains 27139 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 19799 members 
Mstep: Class 22 contains 9338 members 
Mstep: Class 23 contains 6053 members 
Mstep: Class 24 contains 7761 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1525 members 
Mstep: Class 27 contains 23168 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2085 members 
Mstep: Class 31 contains 2748 members 
Mstep: Class 32 contains 4943 members 
Mstep: Class 33 contains 6790 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 10971 members 
Mstep: Class 36 contains 1768 members 
Mstep: Class 37 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940624.000000 Penalty: 79549.101562
Iteration 114Q: 38 clusters Score -5.494062e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10899 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 15519 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 13145 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74612 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 29683 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 114637 members 
Mstep: Class 15 contains 38315 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 4602 members 
Mstep: Class 18 contains 27139 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8386 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 7763 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 1526 members 
Mstep: Class 27 contains 23121 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2075 members 
Mstep: Class 31 contains 2750 members 
Mstep: Class 32 contains 4947 members 
Mstep: Class 33 contains 6793 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11000 members 
Mstep: Class 36 contains 1766 members 
Mstep: Class 37 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940588.000000 Penalty: 79549.101562
Iteration 115Q: 38 clusters Score -5.494059e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 10897 members 
Mstep: Class 4 contains 16072 members 
Mstep: Class 5 contains 15517 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 13142 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74596 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 62844 members 
Mstep: Class 12 contains 29720 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 114345 members 
Mstep: Class 15 contains 38563 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 27141 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8394 members 
Mstep: Class 21 contains 19788 members 
Mstep: Class 22 contains 9348 members 
Mstep: Class 23 contains 6092 members 
Mstep: Class 24 contains 7764 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 23081 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2072 members 
Mstep: Class 31 contains 2750 members 
Mstep: Class 32 contains 4951 members 
Mstep: Class 33 contains 6794 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11021 members 
Mstep: Class 36 contains 1762 members 
Mstep: Class 37 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940684.000000 Penalty: 79549.101562
Iteration 116Q: 38 clusters Score -5.494068e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10900 members 
Mstep: Class 4 contains 16064 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 13139 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74580 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 62856 members 
Mstep: Class 12 contains 29758 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 114039 members 
Mstep: Class 15 contains 38840 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 27142 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8406 members 
Mstep: Class 21 contains 19778 members 
Mstep: Class 22 contains 9347 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 7760 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 23046 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 2751 members 
Mstep: Class 32 contains 4954 members 
Mstep: Class 33 contains 6799 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11037 members 
Mstep: Class 36 contains 1760 members 
Mstep: Class 37 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940736.000000 Penalty: 79549.101562
Iteration 117Q: 38 clusters Score -5.494074e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10906 members 
Mstep: Class 4 contains 16061 members 
Mstep: Class 5 contains 15507 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 13146 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74555 members 
Mstep: Class 10 contains 3223 members 
Mstep: Class 11 contains 62879 members 
Mstep: Class 12 contains 29788 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 113789 members 
Mstep: Class 15 contains 39055 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8414 members 
Mstep: Class 21 contains 19768 members 
Mstep: Class 22 contains 9345 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 7756 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1531 members 
Mstep: Class 27 contains 23022 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 4959 members 
Mstep: Class 33 contains 6802 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11051 members 
Mstep: Class 36 contains 1755 members 
Mstep: Class 37 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940744.000000 Penalty: 79549.101562
Iteration 118Q: 38 clusters Score -5.494074e+07 nChanged 472
Entering ConstructFrom: 
Score: -54940744.000000 Penalty: 79549.101562
Entering ConstructFrom: 
Trying to split cluster 1 (6302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Entering Unmasked Estep 
Score: -619986.062500 Penalty: 1421.651123
	Iteration 0F: 2 clusters Score -619986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -615193.437500 Penalty: 2843.302246
	Iteration 0F: 3 clusters Score -615193.4 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -616633.562500 Penalty: 2843.302246
	Iteration 1F: 3 clusters Score -616633.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -616873.000000 Penalty: 2843.302246
	Iteration 2F: 3 clusters Score -616873 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -617082.125000 Penalty: 2843.302246
	Iteration 3F: 3 clusters Score -617082.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -617308.562500 Penalty: 2843.302246
	Iteration 4F: 3 clusters Score -617308.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -617572.000000 Penalty: 2843.302246
	Iteration 5F: 3 clusters Score -617572 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -617821.812500 Penalty: 2843.302246
	Iteration 6F: 3 clusters Score -617821.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -618029.875000 Penalty: 2843.302246
	Iteration 7Q: 3 clusters Score -618029.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -618201.687500 Penalty: 2843.302246
	Iteration 8Q: 3 clusters Score -618201.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -618345.187500 Penalty: 2843.302246
	Iteration 9Q: 3 clusters Score -618345.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -618468.937500 Penalty: 2843.302246
	Iteration 10Q: 3 clusters Score -618468.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -618553.125000 Penalty: 2843.302246
	Iteration 11Q: 3 clusters Score -618553.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -618638.062500 Penalty: 2843.302246
	Iteration 12Q: 3 clusters Score -618638.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -618692.187500 Penalty: 2843.302246
	Iteration 13Q: 3 clusters Score -618692.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -618730.312500 Penalty: 2843.302246
	Iteration 14Q: 3 clusters Score -618730.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -618758.750000 Penalty: 2843.302246
	Iteration 15Q: 3 clusters Score -618758.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -618792.562500 Penalty: 2843.302246
	Iteration 16Q: 3 clusters Score -618792.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -618837.125000 Penalty: 2843.302246
	Iteration 17Q: 3 clusters Score -618837.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -618889.687500 Penalty: 2843.302246
	Iteration 18Q: 3 clusters Score -618889.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -618942.312500 Penalty: 2843.302246
	Iteration 19Q: 3 clusters Score -618942.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -618999.937500 Penalty: 2843.302246
	Iteration 20F: 3 clusters Score -618999.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -619071.375000 Penalty: 2843.302246
	Iteration 21Q: 3 clusters Score -619071.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -619128.375000 Penalty: 2843.302246
	Iteration 22Q: 3 clusters Score -619128.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -619166.312500 Penalty: 2843.302246
	Iteration 23Q: 3 clusters Score -619166.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -619193.375000 Penalty: 2843.302246
	Iteration 24Q: 3 clusters Score -619193.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -619214.062500 Penalty: 2843.302246
	Iteration 25Q: 3 clusters Score -619214.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -619231.062500 Penalty: 2843.302246
	Iteration 26Q: 3 clusters Score -619231.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -619248.062500 Penalty: 2843.302246
	Iteration 27Q: 3 clusters Score -619248.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -619261.812500 Penalty: 2843.302246
	Iteration 28Q: 3 clusters Score -619261.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -619274.125000 Penalty: 2843.302246
	Iteration 29Q: 3 clusters Score -619274.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -619275.937500 Penalty: 2843.302246
	Iteration 30Q: 3 clusters Score -619275.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -619283.437500 Penalty: 2843.302246
	Iteration 31Q: 3 clusters Score -619283.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -619287.000000 Penalty: 2843.302246
	Iteration 32Q: 3 clusters Score -619287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -619289.375000 Penalty: 2843.302246
	Iteration 33Q: 3 clusters Score -619289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -619293.500000 Penalty: 2843.302246
	Iteration 34Q: 3 clusters Score -619293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -619294.375000 Penalty: 2843.302246
	Iteration 35Q: 3 clusters Score -619294.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -619298.375000 Penalty: 2843.302246
	Iteration 36Q: 3 clusters Score -619298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -619299.437500 Penalty: 2843.302246
	Iteration 37Q: 3 clusters Score -619299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -619299.625000 Penalty: 2843.302246
	Iteration 38Q: 3 clusters Score -619299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -619302.000000 Penalty: 2843.302246
	Iteration 39Q: 3 clusters Score -619302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -619302.062500 Penalty: 2843.302246
	Iteration 40F: 3 clusters Score -619302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -619303.375000 Penalty: 2843.302246
	Iteration 41Q: 3 clusters Score -619303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -619305.125000 Penalty: 2843.302246
	Iteration 42Q: 3 clusters Score -619305.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -619305.125000 Penalty: 2843.302246
	Iteration 43F: 3 clusters Score -619305.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -526333.062500 Penalty: 1387.484741
	Iteration 0F: 2 clusters Score -526333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -522256.187500 Penalty: 2774.969482
	Iteration 0F: 3 clusters Score -522256.2 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -523438.093750 Penalty: 2774.969482
	Iteration 1F: 3 clusters Score -523438.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -523669.625000 Penalty: 2774.969482
	Iteration 2F: 3 clusters Score -523669.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -523826.031250 Penalty: 2774.969482
	Iteration 3F: 3 clusters Score -523826 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -523948.437500 Penalty: 2774.969482
	Iteration 4Q: 3 clusters Score -523948.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -524054.281250 Penalty: 2774.969482
	Iteration 5Q: 3 clusters Score -524054.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -524149.343750 Penalty: 2774.969482
	Iteration 6Q: 3 clusters Score -524149.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -524232.718750 Penalty: 2774.969482
	Iteration 7Q: 3 clusters Score -524232.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -524286.093750 Penalty: 2774.969482
	Iteration 8Q: 3 clusters Score -524286.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -524328.500000 Penalty: 2774.969482
	Iteration 9Q: 3 clusters Score -524328.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -524370.812500 Penalty: 2774.969482
	Iteration 10Q: 3 clusters Score -524370.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -524412.125000 Penalty: 2774.969482
	Iteration 11Q: 3 clusters Score -524412.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -524447.187500 Penalty: 2774.969482
	Iteration 12Q: 3 clusters Score -524447.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -524478.750000 Penalty: 2774.969482
	Iteration 13Q: 3 clusters Score -524478.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -524512.187500 Penalty: 2774.969482
	Iteration 14Q: 3 clusters Score -524512.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -524550.312500 Penalty: 2774.969482
	Iteration 15Q: 3 clusters Score -524550.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -524588.875000 Penalty: 2774.969482
	Iteration 16Q: 3 clusters Score -524588.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -524616.437500 Penalty: 2774.969482
	Iteration 17Q: 3 clusters Score -524616.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -524646.562500 Penalty: 2774.969482
	Iteration 18Q: 3 clusters Score -524646.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -524677.500000 Penalty: 2774.969482
	Iteration 19Q: 3 clusters Score -524677.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -524713.812500 Penalty: 2774.969482
	Iteration 20F: 3 clusters Score -524713.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -524741.375000 Penalty: 2774.969482
	Iteration 21Q: 3 clusters Score -524741.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -524766.062500 Penalty: 2774.969482
	Iteration 22Q: 3 clusters Score -524766.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -524785.625000 Penalty: 2774.969482
	Iteration 23Q: 3 clusters Score -524785.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -524804.437500 Penalty: 2774.969482
	Iteration 24Q: 3 clusters Score -524804.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -524818.437500 Penalty: 2774.969482
	Iteration 25Q: 3 clusters Score -524818.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -524831.625000 Penalty: 2774.969482
	Iteration 26Q: 3 clusters Score -524831.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -524842.062500 Penalty: 2774.969482
	Iteration 27Q: 3 clusters Score -524842.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -524849.250000 Penalty: 2774.969482
	Iteration 28Q: 3 clusters Score -524849.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -524855.875000 Penalty: 2774.969482
	Iteration 29Q: 3 clusters Score -524855.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -524861.062500 Penalty: 2774.969482
	Iteration 30Q: 3 clusters Score -524861.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -524865.500000 Penalty: 2774.969482
	Iteration 31Q: 3 clusters Score -524865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -524869.750000 Penalty: 2774.969482
	Iteration 32Q: 3 clusters Score -524869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -524874.500000 Penalty: 2774.969482
	Iteration 33Q: 3 clusters Score -524874.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -524880.750000 Penalty: 2774.969482
	Iteration 34Q: 3 clusters Score -524880.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -524881.687500 Penalty: 2774.969482
	Iteration 35Q: 3 clusters Score -524881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -524885.187500 Penalty: 2774.969482
	Iteration 36Q: 3 clusters Score -524885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -524886.500000 Penalty: 2774.969482
	Iteration 37Q: 3 clusters Score -524886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -524889.000000 Penalty: 2774.969482
	Iteration 38Q: 3 clusters Score -524889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -524889.062500 Penalty: 2774.969482
	Iteration 39Q: 3 clusters Score -524889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -524890.437500 Penalty: 2774.969482
	Iteration 40F: 3 clusters Score -524890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -524891.750000 Penalty: 2774.969482
	Iteration 41Q: 3 clusters Score -524891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -524891.687500 Penalty: 2774.969482
	Iteration 42Q: 3 clusters Score -524891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -524892.750000 Penalty: 2774.969482
	Iteration 43Q: 3 clusters Score -524892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -524895.875000 Penalty: 2774.969482
	Iteration 44Q: 3 clusters Score -524895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -524897.000000 Penalty: 2774.969482
	Iteration 45Q: 3 clusters Score -524897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -524898.812500 Penalty: 2774.969482
	Iteration 46Q: 3 clusters Score -524898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -524898.750000 Penalty: 2774.969482
	Iteration 47Q: 3 clusters Score -524898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -524900.187500 Penalty: 2774.969482
	Iteration 48Q: 3 clusters Score -524900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -524902.250000 Penalty: 2774.969482
	Iteration 49Q: 3 clusters Score -524902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -524903.250000 Penalty: 2774.969482
	Iteration 50Q: 3 clusters Score -524903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -524903.937500 Penalty: 2774.969482
	Iteration 51Q: 3 clusters Score -524903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -524905.187500 Penalty: 2774.969482
	Iteration 52Q: 3 clusters Score -524905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -524907.500000 Penalty: 2774.969482
	Iteration 53Q: 3 clusters Score -524907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -524910.062500 Penalty: 2774.969482
	Iteration 54Q: 3 clusters Score -524910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -524913.312500 Penalty: 2774.969482
	Iteration 55Q: 3 clusters Score -524913.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -524918.125000 Penalty: 2774.969482
	Iteration 56Q: 3 clusters Score -524918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -524922.812500 Penalty: 2774.969482
	Iteration 57Q: 3 clusters Score -524922.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -524927.125000 Penalty: 2774.969482
	Iteration 58Q: 3 clusters Score -524927.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -524931.875000 Penalty: 2774.969482
	Iteration 59Q: 3 clusters Score -524931.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -524935.250000 Penalty: 2774.969482
	Iteration 60F: 3 clusters Score -524935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -524937.375000 Penalty: 2774.969482
	Iteration 61Q: 3 clusters Score -524937.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -524941.750000 Penalty: 2774.969482
	Iteration 62Q: 3 clusters Score -524941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -524944.937500 Penalty: 2774.969482
	Iteration 63Q: 3 clusters Score -524944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -524947.000000 Penalty: 2774.969482
	Iteration 64Q: 3 clusters Score -524947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -524949.750000 Penalty: 2774.969482
	Iteration 65Q: 3 clusters Score -524949.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -524953.625000 Penalty: 2774.969482
	Iteration 66Q: 3 clusters Score -524953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -524955.250000 Penalty: 2774.969482
	Iteration 67Q: 3 clusters Score -524955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -524956.625000 Penalty: 2774.969482
	Iteration 68Q: 3 clusters Score -524956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -524957.812500 Penalty: 2774.969482
	Iteration 69Q: 3 clusters Score -524957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -524959.125000 Penalty: 2774.969482
	Iteration 70Q: 3 clusters Score -524959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -524962.125000 Penalty: 2774.969482
	Iteration 71Q: 3 clusters Score -524962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -524964.375000 Penalty: 2774.969482
	Iteration 72Q: 3 clusters Score -524964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -524966.875000 Penalty: 2774.969482
	Iteration 73Q: 3 clusters Score -524966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -524968.812500 Penalty: 2774.969482
	Iteration 74Q: 3 clusters Score -524968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -524969.250000 Penalty: 2774.969482
	Iteration 75Q: 3 clusters Score -524969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -524970.250000 Penalty: 2774.969482
	Iteration 76Q: 3 clusters Score -524970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -524970.937500 Penalty: 2774.969482
	Iteration 77Q: 3 clusters Score -524970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -524970.937500 Penalty: 2774.969482
	Iteration 78Q: 3 clusters Score -524970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -524971.000000 Penalty: 2774.969482
	Iteration 79Q: 3 clusters Score -524971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -524971.000000 Penalty: 2774.969482
	Iteration 80F: 3 clusters Score -524971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Entering Unmasked Estep 
Score: -1104069.875000 Penalty: 1510.833130
	Iteration 0F: 2 clusters Score -1104070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1096215.000000 Penalty: 3021.666260
	Iteration 0F: 3 clusters Score -1096215 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1099271.625000 Penalty: 3021.666260
	Iteration 1F: 3 clusters Score -1099272 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1100128.750000 Penalty: 3021.666260
	Iteration 2F: 3 clusters Score -1100129 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1100993.625000 Penalty: 3021.666260
	Iteration 3F: 3 clusters Score -1100994 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1101681.750000 Penalty: 3021.666260
	Iteration 4F: 3 clusters Score -1101682 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1102156.875000 Penalty: 3021.666260
	Iteration 5F: 3 clusters Score -1102157 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1102495.625000 Penalty: 3021.666260
	Iteration 6Q: 3 clusters Score -1102496 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1102747.625000 Penalty: 3021.666260
	Iteration 7Q: 3 clusters Score -1102748 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1102958.000000 Penalty: 3021.666260
	Iteration 8Q: 3 clusters Score -1102958 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1103148.625000 Penalty: 3021.666260
	Iteration 9Q: 3 clusters Score -1103149 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1103333.500000 Penalty: 3021.666260
	Iteration 10Q: 3 clusters Score -1103334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1103519.875000 Penalty: 3021.666260
	Iteration 11Q: 3 clusters Score -1103520 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1103658.500000 Penalty: 3021.666260
	Iteration 12Q: 3 clusters Score -1103658 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1103761.875000 Penalty: 3021.666260
	Iteration 13Q: 3 clusters Score -1103762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1103850.125000 Penalty: 3021.666260
	Iteration 14Q: 3 clusters Score -1103850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1103906.875000 Penalty: 3021.666260
	Iteration 15Q: 3 clusters Score -1103907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1103943.750000 Penalty: 3021.666260
	Iteration 16Q: 3 clusters Score -1103944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1103975.125000 Penalty: 3021.666260
	Iteration 17Q: 3 clusters Score -1103975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1104004.375000 Penalty: 3021.666260
	Iteration 18Q: 3 clusters Score -1104004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1104024.375000 Penalty: 3021.666260
	Iteration 19Q: 3 clusters Score -1104024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1104036.375000 Penalty: 3021.666260
	Iteration 20F: 3 clusters Score -1104036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1104046.750000 Penalty: 3021.666260
	Iteration 21Q: 3 clusters Score -1104047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1104052.250000 Penalty: 3021.666260
	Iteration 22Q: 3 clusters Score -1104052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1104054.250000 Penalty: 3021.666260
	Iteration 23Q: 3 clusters Score -1104054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1104056.000000 Penalty: 3021.666260
	Iteration 24Q: 3 clusters Score -1104056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1104055.125000 Penalty: 3021.666260
	Iteration 25Q: 3 clusters Score -1104055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1104057.625000 Penalty: 3021.666260
	Iteration 26Q: 3 clusters Score -1104058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1104060.125000 Penalty: 3021.666260
	Iteration 27Q: 3 clusters Score -1104060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1104061.500000 Penalty: 3021.666260
	Iteration 28Q: 3 clusters Score -1104062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1104060.750000 Penalty: 3021.666260
	Iteration 29Q: 3 clusters Score -1104061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1104060.750000 Penalty: 3021.666260
	Iteration 30F: 3 clusters Score -1104061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Entering Unmasked Estep 
Score: -1615413.375000 Penalty: 1573.552856
	Iteration 0F: 2 clusters Score -1615413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1604358.750000 Penalty: 3147.105713
	Iteration 0F: 3 clusters Score -1604359 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1608228.125000 Penalty: 3147.105713
	Iteration 1F: 3 clusters Score -1608228 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1608637.125000 Penalty: 3147.105713
	Iteration 2F: 3 clusters Score -1608637 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1608973.750000 Penalty: 3147.105713
	Iteration 3F: 3 clusters Score -1608974 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1609250.125000 Penalty: 3147.105713
	Iteration 4Q: 3 clusters Score -1609250 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1609495.875000 Penalty: 3147.105713
	Iteration 5Q: 3 clusters Score -1609496 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1609728.500000 Penalty: 3147.105713
	Iteration 6Q: 3 clusters Score -1609728 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1609980.000000 Penalty: 3147.105713
	Iteration 7Q: 3 clusters Score -1609980 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1610301.375000 Penalty: 3147.105713
	Iteration 8Q: 3 clusters Score -1610301 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1610735.625000 Penalty: 3147.105713
	Iteration 9Q: 3 clusters Score -1610736 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1611238.250000 Penalty: 3147.105713
	Iteration 10Q: 3 clusters Score -1611238 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1611861.500000 Penalty: 3147.105713
	Iteration 11F: 3 clusters Score -1611862 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1612577.250000 Penalty: 3147.105713
	Iteration 12F: 3 clusters Score -1612577 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1613363.000000 Penalty: 3147.105713
	Iteration 13Q: 3 clusters Score -1613363 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1613901.500000 Penalty: 3147.105713
	Iteration 14Q: 3 clusters Score -1613902 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1614244.750000 Penalty: 3147.105713
	Iteration 15Q: 3 clusters Score -1614245 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1614456.750000 Penalty: 3147.105713
	Iteration 16Q: 3 clusters Score -1614457 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1614601.750000 Penalty: 3147.105713
	Iteration 17Q: 3 clusters Score -1614602 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1614671.500000 Penalty: 3147.105713
	Iteration 18Q: 3 clusters Score -1614672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1614733.125000 Penalty: 3147.105713
	Iteration 19Q: 3 clusters Score -1614733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1614765.875000 Penalty: 3147.105713
	Iteration 20F: 3 clusters Score -1614766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1614792.125000 Penalty: 3147.105713
	Iteration 21Q: 3 clusters Score -1614792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1614806.875000 Penalty: 3147.105713
	Iteration 22Q: 3 clusters Score -1614807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1614827.750000 Penalty: 3147.105713
	Iteration 23Q: 3 clusters Score -1614828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1614837.625000 Penalty: 3147.105713
	Iteration 24Q: 3 clusters Score -1614838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1614853.250000 Penalty: 3147.105713
	Iteration 25Q: 3 clusters Score -1614853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1614859.875000 Penalty: 3147.105713
	Iteration 26Q: 3 clusters Score -1614860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1614869.750000 Penalty: 3147.105713
	Iteration 27Q: 3 clusters Score -1614870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1614885.250000 Penalty: 3147.105713
	Iteration 28Q: 3 clusters Score -1614885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1614889.250000 Penalty: 3147.105713
	Iteration 29Q: 3 clusters Score -1614889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1614898.125000 Penalty: 3147.105713
	Iteration 30Q: 3 clusters Score -1614898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1614907.875000 Penalty: 3147.105713
	Iteration 31Q: 3 clusters Score -1614908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1614920.500000 Penalty: 3147.105713
	Iteration 32Q: 3 clusters Score -1614920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1614927.625000 Penalty: 3147.105713
	Iteration 33Q: 3 clusters Score -1614928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1614937.250000 Penalty: 3147.105713
	Iteration 34Q: 3 clusters Score -1614937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1614940.250000 Penalty: 3147.105713
	Iteration 35Q: 3 clusters Score -1614940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1614947.875000 Penalty: 3147.105713
	Iteration 36Q: 3 clusters Score -1614948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1614953.000000 Penalty: 3147.105713
	Iteration 37Q: 3 clusters Score -1614953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1614953.500000 Penalty: 3147.105713
	Iteration 38Q: 3 clusters Score -1614954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1614958.500000 Penalty: 3147.105713
	Iteration 39Q: 3 clusters Score -1614958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1614961.625000 Penalty: 3147.105713
	Iteration 40F: 3 clusters Score -1614962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1614965.250000 Penalty: 3147.105713
	Iteration 41Q: 3 clusters Score -1614965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1614966.750000 Penalty: 3147.105713
	Iteration 42Q: 3 clusters Score -1614967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1614965.000000 Penalty: 3147.105713
	Iteration 43Q: 3 clusters Score -1614965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1614965.375000 Penalty: 3147.105713
	Iteration 44Q: 3 clusters Score -1614965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1614969.750000 Penalty: 3147.105713
	Iteration 45Q: 3 clusters Score -1614970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1614971.125000 Penalty: 3147.105713
	Iteration 46Q: 3 clusters Score -1614971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1614974.250000 Penalty: 3147.105713
	Iteration 47Q: 3 clusters Score -1614974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1614978.125000 Penalty: 3147.105713
	Iteration 48Q: 3 clusters Score -1614978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1614984.625000 Penalty: 3147.105713
	Iteration 49Q: 3 clusters Score -1614985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1614986.125000 Penalty: 3147.105713
	Iteration 50Q: 3 clusters Score -1614986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1614986.625000 Penalty: 3147.105713
	Iteration 51Q: 3 clusters Score -1614987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1614988.500000 Penalty: 3147.105713
	Iteration 52Q: 3 clusters Score -1614988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1614990.125000 Penalty: 3147.105713
	Iteration 53Q: 3 clusters Score -1614990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1614992.125000 Penalty: 3147.105713
	Iteration 54Q: 3 clusters Score -1614992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1614995.625000 Penalty: 3147.105713
	Iteration 55Q: 3 clusters Score -1614996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1614999.000000 Penalty: 3147.105713
	Iteration 56Q: 3 clusters Score -1614999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1614999.375000 Penalty: 3147.105713
	Iteration 57Q: 3 clusters Score -1614999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1615002.750000 Penalty: 3147.105713
	Iteration 58Q: 3 clusters Score -1615003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1615005.625000 Penalty: 3147.105713
	Iteration 59Q: 3 clusters Score -1615006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1615011.875000 Penalty: 3147.105713
	Iteration 60F: 3 clusters Score -1615012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1615013.625000 Penalty: 3147.105713
	Iteration 61Q: 3 clusters Score -1615014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1615013.000000 Penalty: 3147.105713
	Iteration 62Q: 3 clusters Score -1615013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1615013.500000 Penalty: 3147.105713
	Iteration 63Q: 3 clusters Score -1615014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1615016.750000 Penalty: 3147.105713
	Iteration 64Q: 3 clusters Score -1615017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1615014.750000 Penalty: 3147.105713
	Iteration 65Q: 3 clusters Score -1615015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1615016.875000 Penalty: 3147.105713
	Iteration 66Q: 3 clusters Score -1615017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1615016.375000 Penalty: 3147.105713
	Iteration 67Q: 3 clusters Score -1615016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1615015.750000 Penalty: 3147.105713
	Iteration 68Q: 3 clusters Score -1615016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1615019.125000 Penalty: 3147.105713
	Iteration 69Q: 3 clusters Score -1615019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1615020.000000 Penalty: 3147.105713
	Iteration 70Q: 3 clusters Score -1615020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1615019.000000 Penalty: 3147.105713
	Iteration 71Q: 3 clusters Score -1615019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1615017.875000 Penalty: 3147.105713
	Iteration 72Q: 3 clusters Score -1615018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1615019.500000 Penalty: 3147.105713
	Iteration 73Q: 3 clusters Score -1615020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1615021.375000 Penalty: 3147.105713
	Iteration 74Q: 3 clusters Score -1615021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1615021.375000 Penalty: 3147.105713
	Iteration 75F: 3 clusters Score -1615021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Entering Unmasked Estep 
Score: -1545744.250000 Penalty: 1567.886230
	Iteration 0F: 2 clusters Score -1545744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1534962.875000 Penalty: 3135.772461
	Iteration 0F: 3 clusters Score -1534963 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1538616.625000 Penalty: 3135.772461
	Iteration 1F: 3 clusters Score -1538617 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1538910.625000 Penalty: 3135.772461
	Iteration 2F: 3 clusters Score -1538911 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1539153.000000 Penalty: 3135.772461
	Iteration 3Q: 3 clusters Score -1539153 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1539375.375000 Penalty: 3135.772461
	Iteration 4Q: 3 clusters Score -1539375 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1539621.500000 Penalty: 3135.772461
	Iteration 5Q: 3 clusters Score -1539622 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1539927.125000 Penalty: 3135.772461
	Iteration 6Q: 3 clusters Score -1539927 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1540381.500000 Penalty: 3135.772461
	Iteration 7Q: 3 clusters Score -1540382 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1541056.625000 Penalty: 3135.772461
	Iteration 8F: 3 clusters Score -1541057 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1541952.125000 Penalty: 3135.772461
	Iteration 9F: 3 clusters Score -1541952 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1542994.125000 Penalty: 3135.772461
	Iteration 10F: 3 clusters Score -1542994 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1544041.125000 Penalty: 3135.772461
	Iteration 11F: 3 clusters Score -1544041 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1544802.500000 Penalty: 3135.772461
	Iteration 12F: 3 clusters Score -1544802 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1545211.625000 Penalty: 3135.772461
	Iteration 13Q: 3 clusters Score -1545212 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1545404.500000 Penalty: 3135.772461
	Iteration 14Q: 3 clusters Score -1545404 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1545482.125000 Penalty: 3135.772461
	Iteration 15Q: 3 clusters Score -1545482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1545512.000000 Penalty: 3135.772461
	Iteration 16Q: 3 clusters Score -1545512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1545535.500000 Penalty: 3135.772461
	Iteration 17Q: 3 clusters Score -1545536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1545550.625000 Penalty: 3135.772461
	Iteration 18Q: 3 clusters Score -1545551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1545564.750000 Penalty: 3135.772461
	Iteration 19Q: 3 clusters Score -1545565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1545574.500000 Penalty: 3135.772461
	Iteration 20F: 3 clusters Score -1545574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1545587.000000 Penalty: 3135.772461
	Iteration 21Q: 3 clusters Score -1545587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1545585.875000 Penalty: 3135.772461
	Iteration 22Q: 3 clusters Score -1545586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1545594.500000 Penalty: 3135.772461
	Iteration 23Q: 3 clusters Score -1545594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1545602.375000 Penalty: 3135.772461
	Iteration 24Q: 3 clusters Score -1545602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1545604.750000 Penalty: 3135.772461
	Iteration 25Q: 3 clusters Score -1545605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1545605.250000 Penalty: 3135.772461
	Iteration 26Q: 3 clusters Score -1545605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1545605.000000 Penalty: 3135.772461
	Iteration 27Q: 3 clusters Score -1545605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1545606.250000 Penalty: 3135.772461
	Iteration 28Q: 3 clusters Score -1545606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1545611.625000 Penalty: 3135.772461
	Iteration 29Q: 3 clusters Score -1545612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1545614.375000 Penalty: 3135.772461
	Iteration 30Q: 3 clusters Score -1545614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1545613.875000 Penalty: 3135.772461
	Iteration 31Q: 3 clusters Score -1545614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1545613.250000 Penalty: 3135.772461
	Iteration 32Q: 3 clusters Score -1545613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1545612.250000 Penalty: 3135.772461
	Iteration 33Q: 3 clusters Score -1545612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1545610.125000 Penalty: 3135.772461
	Iteration 34Q: 3 clusters Score -1545610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1545608.875000 Penalty: 3135.772461
	Iteration 35Q: 3 clusters Score -1545609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1545610.750000 Penalty: 3135.772461
	Iteration 36Q: 3 clusters Score -1545611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1545614.375000 Penalty: 3135.772461
	Iteration 37Q: 3 clusters Score -1545614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1545614.500000 Penalty: 3135.772461
	Iteration 38Q: 3 clusters Score -1545614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1545614.000000 Penalty: 3135.772461
	Iteration 39Q: 3 clusters Score -1545614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1545612.625000 Penalty: 3135.772461
	Iteration 40F: 3 clusters Score -1545613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1545614.750000 Penalty: 3135.772461
	Iteration 41Q: 3 clusters Score -1545615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1545615.250000 Penalty: 3135.772461
	Iteration 42Q: 3 clusters Score -1545615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1545615.625000 Penalty: 3135.772461
	Iteration 43Q: 3 clusters Score -1545616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1545614.750000 Penalty: 3135.772461
	Iteration 44Q: 3 clusters Score -1545615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1545617.250000 Penalty: 3135.772461
	Iteration 45Q: 3 clusters Score -1545617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1545616.000000 Penalty: 3135.772461
	Iteration 46Q: 3 clusters Score -1545616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1545616.000000 Penalty: 3135.772461
	Iteration 47F: 3 clusters Score -1545616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -375360.562500 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -375360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -371769.781250 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -371769.8 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -373058.093750 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -373058.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -373574.531250 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -373574.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -374097.468750 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -374097.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -374530.625000 Penalty: 2733.701172
	Iteration 4F: 3 clusters Score -374530.6 nChanged 305
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: -374835.875000 Penalty: 2733.701172
	Iteration 5F: 3 clusters Score -374835.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -375019.593750 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -375019.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -375125.937500 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -375125.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -375203.312500 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -375203.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -375254.593750 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -375254.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -375291.812500 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -375291.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -375329.500000 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -375329.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -375353.906250 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -375353.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -375390.281250 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -375390.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -375416.531250 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -375416.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -375430.656250 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -375430.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -375440.250000 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -375440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -375446.218750 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -375446.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -375451.000000 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -375451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -375459.812500 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -375459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -375465.437500 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -375465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -375472.156250 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -375472.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -375477.031250 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -375477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -375481.906250 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -375481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -375493.875000 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -375493.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -375500.718750 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -375500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -375508.093750 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -375508.1 nChanged 25
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: -375515.281250 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -375515.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -375523.343750 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -375523.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -375527.468750 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -375527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -375530.468750 Penalty: 2733.701172
	Iteration 30Q: 3 clusters Score -375530.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -375536.437500 Penalty: 2733.701172
	Iteration 31Q: 3 clusters Score -375536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -375538.812500 Penalty: 2733.701172
	Iteration 32Q: 3 clusters Score -375538.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -375542.218750 Penalty: 2733.701172
	Iteration 33Q: 3 clusters Score -375542.2 nChanged 16
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: -375544.343750 Penalty: 2733.701172
	Iteration 34Q: 3 clusters Score -375544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -375547.593750 Penalty: 2733.701172
	Iteration 35Q: 3 clusters Score -375547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -375548.593750 Penalty: 2733.701172
	Iteration 36Q: 3 clusters Score -375548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -375549.937500 Penalty: 2733.701172
	Iteration 37Q: 3 clusters Score -375549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -375551.156250 Penalty: 2733.701172
	Iteration 38Q: 3 clusters Score -375551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -375553.937500 Penalty: 2733.701172
	Iteration 39Q: 3 clusters Score -375553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -375556.750000 Penalty: 2733.701172
	Iteration 40F: 3 clusters Score -375556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -375557.343750 Penalty: 2733.701172
	Iteration 41Q: 3 clusters Score -375557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -375557.406250 Penalty: 2733.701172
	Iteration 42Q: 3 clusters Score -375557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -375558.093750 Penalty: 2733.701172
	Iteration 43Q: 3 clusters Score -375558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -375560.031250 Penalty: 2733.701172
	Iteration 44Q: 3 clusters Score -375560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -375560.406250 Penalty: 2733.701172
	Iteration 45Q: 3 clusters Score -375560.4 nChanged 7
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: -375561.968750 Penalty: 2733.701172
	Iteration 46Q: 3 clusters Score -375562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -375562.625000 Penalty: 2733.701172
	Iteration 47Q: 3 clusters Score -375562.6 nChanged 4
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: -375563.093750 Penalty: 2733.701172
	Iteration 48Q: 3 clusters Score -375563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -375565.031250 Penalty: 2733.701172
	Iteration 49Q: 3 clusters Score -375565 nChanged 11
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: -375567.500000 Penalty: 2733.701172
	Iteration 50Q: 3 clusters Score -375567.5 nChanged 8
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: -375570.531250 Penalty: 2733.701172
	Iteration 51Q: 3 clusters Score -375570.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -375575.656250 Penalty: 2733.701172
	Iteration 52Q: 3 clusters Score -375575.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -375582.843750 Penalty: 2733.701172
	Iteration 53Q: 3 clusters Score -375582.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -375586.531250 Penalty: 2733.701172
	Iteration 54Q: 3 clusters Score -375586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -375589.406250 Penalty: 2733.701172
	Iteration 55Q: 3 clusters Score -375589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -375592.218750 Penalty: 2733.701172
	Iteration 56Q: 3 clusters Score -375592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -375596.656250 Penalty: 2733.701172
	Iteration 57Q: 3 clusters Score -375596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -375599.125000 Penalty: 2733.701172
	Iteration 58Q: 3 clusters Score -375599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -375599.343750 Penalty: 2733.701172
	Iteration 59Q: 3 clusters Score -375599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -375600.625000 Penalty: 2733.701172
	Iteration 60F: 3 clusters Score -375600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375602.843750 Penalty: 2733.701172
	Iteration 61Q: 3 clusters Score -375602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -375604.156250 Penalty: 2733.701172
	Iteration 62Q: 3 clusters Score -375604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -375605.687500 Penalty: 2733.701172
	Iteration 63Q: 3 clusters Score -375605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -375605.687500 Penalty: 2733.701172
	Iteration 64Q: 3 clusters Score -375605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -375609.281250 Penalty: 2733.701172
	Iteration 65Q: 3 clusters Score -375609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -375609.687500 Penalty: 2733.701172
	Iteration 66Q: 3 clusters Score -375609.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -375611.500000 Penalty: 2733.701172
	Iteration 67Q: 3 clusters Score -375611.5 nChanged 5
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: -375613.468750 Penalty: 2733.701172
	Iteration 68Q: 3 clusters Score -375613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -375614.750000 Penalty: 2733.701172
	Iteration 69Q: 3 clusters Score -375614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -375618.468750 Penalty: 2733.701172
	Iteration 70Q: 3 clusters Score -375618.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -375621.093750 Penalty: 2733.701172
	Iteration 71Q: 3 clusters Score -375621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -375621.312500 Penalty: 2733.701172
	Iteration 72Q: 3 clusters Score -375621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -375621.687500 Penalty: 2733.701172
	Iteration 73Q: 3 clusters Score -375621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -375621.687500 Penalty: 2733.701172
	Iteration 74F: 3 clusters Score -375621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74540 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 62897 members 
Mstep: Class 12 contains 29809 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 113542 members 
Mstep: Class 15 contains 39269 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 7752 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 6810 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11059 members 
Mstep: Class 36 contains 1753 members 
Mstep: Class 37 contains 2195 members 
Mstep: Class 38 contains 2770 members 
Entering Unmasked Estep 
Score: -54940428.000000 Penalty: 81699.078125
Splitting cluster 6 changes total score from -54940744.000000 to -54940428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Entering Unmasked Estep 
Score: -1292611.750000 Penalty: 1541.203491
	Iteration 0F: 2 clusters Score -1292612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1283447.000000 Penalty: 3082.406982
	Iteration 0F: 3 clusters Score -1283447 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1286775.250000 Penalty: 3082.406982
	Iteration 1F: 3 clusters Score -1286775 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1287343.750000 Penalty: 3082.406982
	Iteration 2F: 3 clusters Score -1287344 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1287975.000000 Penalty: 3082.406982
	Iteration 3F: 3 clusters Score -1287975 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1288588.750000 Penalty: 3082.406982
	Iteration 4F: 3 clusters Score -1288589 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1289200.875000 Penalty: 3082.406982
	Iteration 5F: 3 clusters Score -1289201 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1289738.625000 Penalty: 3082.406982
	Iteration 6F: 3 clusters Score -1289739 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1290181.000000 Penalty: 3082.406982
	Iteration 7Q: 3 clusters Score -1290181 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1290574.875000 Penalty: 3082.406982
	Iteration 8Q: 3 clusters Score -1290575 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1290910.500000 Penalty: 3082.406982
	Iteration 9Q: 3 clusters Score -1290910 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1291172.000000 Penalty: 3082.406982
	Iteration 10Q: 3 clusters Score -1291172 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1291313.250000 Penalty: 3082.406982
	Iteration 11Q: 3 clusters Score -1291313 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1291409.250000 Penalty: 3082.406982
	Iteration 12Q: 3 clusters Score -1291409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1291475.875000 Penalty: 3082.406982
	Iteration 13Q: 3 clusters Score -1291476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1291503.500000 Penalty: 3082.406982
	Iteration 14Q: 3 clusters Score -1291504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1291524.875000 Penalty: 3082.406982
	Iteration 15Q: 3 clusters Score -1291525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1291530.125000 Penalty: 3082.406982
	Iteration 16Q: 3 clusters Score -1291530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1291538.000000 Penalty: 3082.406982
	Iteration 17Q: 3 clusters Score -1291538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1291547.750000 Penalty: 3082.406982
	Iteration 18Q: 3 clusters Score -1291548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1291553.625000 Penalty: 3082.406982
	Iteration 19Q: 3 clusters Score -1291554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1291554.875000 Penalty: 3082.406982
	Iteration 20F: 3 clusters Score -1291555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1291558.000000 Penalty: 3082.406982
	Iteration 21Q: 3 clusters Score -1291558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1291563.375000 Penalty: 3082.406982
	Iteration 22Q: 3 clusters Score -1291563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1291569.000000 Penalty: 3082.406982
	Iteration 23Q: 3 clusters Score -1291569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1291570.000000 Penalty: 3082.406982
	Iteration 24Q: 3 clusters Score -1291570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1291571.000000 Penalty: 3082.406982
	Iteration 25Q: 3 clusters Score -1291571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1291572.000000 Penalty: 3082.406982
	Iteration 26Q: 3 clusters Score -1291572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1291572.875000 Penalty: 3082.406982
	Iteration 27Q: 3 clusters Score -1291573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1291574.375000 Penalty: 3082.406982
	Iteration 28Q: 3 clusters Score -1291574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1291574.375000 Penalty: 3082.406982
	Iteration 29F: 3 clusters Score -1291574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -208869.718750 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -208869.7 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 1085 members 
Entering Unmasked Estep 
Score: -206657.968750 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -206658 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -207349.093750 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -207349.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -207740.078125 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -207740.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -208129.421875 Penalty: 2500.677734
	Iteration 3F: 3 clusters Score -208129.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -208400.578125 Penalty: 2500.677734
	Iteration 4F: 3 clusters Score -208400.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -208586.078125 Penalty: 2500.677734
	Iteration 5F: 3 clusters Score -208586.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208687.000000 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -208687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208763.921875 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -208763.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -208834.015625 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -208834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -208932.671875 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -208932.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -208985.015625 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -208985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -209008.906250 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -209008.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -209030.968750 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -209031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -209045.656250 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -209045.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -209054.656250 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -209054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209063.640625 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -209063.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -209067.531250 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -209067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209069.156250 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -209069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209070.093750 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -209070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209070.765625 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -209070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209070.765625 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -209070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 581 members 
Mstep: Class 9 contains 74540 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 62897 members 
Mstep: Class 12 contains 29809 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 113542 members 
Mstep: Class 15 contains 39269 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 7752 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 6810 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11059 members 
Mstep: Class 36 contains 1753 members 
Mstep: Class 37 contains 2195 members 
Mstep: Class 38 contains 1615 members 
Entering Unmasked Estep 
Score: -54940148.000000 Penalty: 81699.078125
Splitting cluster 8 changes total score from -54940744.000000 to -54940148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (74540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Entering Unmasked Estep 
Score: -7892222.500000 Penalty: 1823.102295
	Iteration 0F: 2 clusters Score -7892222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -7842551.000000 Penalty: 3646.204590
	Iteration 0F: 3 clusters Score -7842551 nChanged 35411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -7862804.500000 Penalty: 3646.204590
	Iteration 1F: 3 clusters Score -7862804 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7863666.000000 Penalty: 3646.204590
	Iteration 2Q: 3 clusters Score -7863666 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -7864978.000000 Penalty: 3646.204590
	Iteration 3Q: 3 clusters Score -7864978 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -7866844.000000 Penalty: 3646.204590
	Iteration 4F: 3 clusters Score -7866844 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -7869525.000000 Penalty: 3646.204590
	Iteration 5F: 3 clusters Score -7869525 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7873266.500000 Penalty: 3646.204590
	Iteration 6F: 3 clusters Score -7873266 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -7878089.000000 Penalty: 3646.204590
	Iteration 7F: 3 clusters Score -7878089 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -7882858.500000 Penalty: 3646.204590
	Iteration 8F: 3 clusters Score -7882858 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -7886612.500000 Penalty: 3646.204590
	Iteration 9F: 3 clusters Score -7886612 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -7888931.000000 Penalty: 3646.204590
	Iteration 10Q: 3 clusters Score -7888931 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -7889922.000000 Penalty: 3646.204590
	Iteration 11Q: 3 clusters Score -7889922 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -7890259.500000 Penalty: 3646.204590
	Iteration 12Q: 3 clusters Score -7890260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -7890419.500000 Penalty: 3646.204590
	Iteration 13Q: 3 clusters Score -7890420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -7890484.000000 Penalty: 3646.204590
	Iteration 14Q: 3 clusters Score -7890484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -7890540.000000 Penalty: 3646.204590
	Iteration 15Q: 3 clusters Score -7890540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -7890558.000000 Penalty: 3646.204590
	Iteration 16Q: 3 clusters Score -7890558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -7890575.500000 Penalty: 3646.204590
	Iteration 17Q: 3 clusters Score -7890576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -7890581.500000 Penalty: 3646.204590
	Iteration 18Q: 3 clusters Score -7890582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -7890596.000000 Penalty: 3646.204590
	Iteration 19Q: 3 clusters Score -7890596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -7890614.000000 Penalty: 3646.204590
	Iteration 20F: 3 clusters Score -7890614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -7890617.500000 Penalty: 3646.204590
	Iteration 21Q: 3 clusters Score -7890618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -7890614.500000 Penalty: 3646.204590
	Iteration 22Q: 3 clusters Score -7890614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -7890615.500000 Penalty: 3646.204590
	Iteration 23Q: 3 clusters Score -7890616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -7890621.000000 Penalty: 3646.204590
	Iteration 24Q: 3 clusters Score -7890621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -7890631.000000 Penalty: 3646.204590
	Iteration 25Q: 3 clusters Score -7890631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -7890640.000000 Penalty: 3646.204590
	Iteration 26Q: 3 clusters Score -7890640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -7890640.000000 Penalty: 3646.204590
	Iteration 27F: 3 clusters Score -7890640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -314505.312500 Penalty: 1312.837280
	Iteration 0F: 2 clusters Score -314505.3 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 1600 members 
Entering Unmasked Estep 
Score: -311644.812500 Penalty: 2625.674561
	Iteration 0F: 3 clusters Score -311644.8 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -312498.187500 Penalty: 2625.674561
	Iteration 1F: 3 clusters Score -312498.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -312861.687500 Penalty: 2625.674561
	Iteration 2F: 3 clusters Score -312861.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -313265.125000 Penalty: 2625.674561
	Iteration 3F: 3 clusters Score -313265.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -313613.718750 Penalty: 2625.674561
	Iteration 4F: 3 clusters Score -313613.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -313830.906250 Penalty: 2625.674561
	Iteration 5F: 3 clusters Score -313830.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -313942.218750 Penalty: 2625.674561
	Iteration 6Q: 3 clusters Score -313942.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -314019.187500 Penalty: 2625.674561
	Iteration 7Q: 3 clusters Score -314019.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -314076.062500 Penalty: 2625.674561
	Iteration 8Q: 3 clusters Score -314076.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -314114.500000 Penalty: 2625.674561
	Iteration 9Q: 3 clusters Score -314114.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -314141.437500 Penalty: 2625.674561
	Iteration 10Q: 3 clusters Score -314141.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -314162.062500 Penalty: 2625.674561
	Iteration 11Q: 3 clusters Score -314162.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -314181.250000 Penalty: 2625.674561
	Iteration 12Q: 3 clusters Score -314181.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -314196.125000 Penalty: 2625.674561
	Iteration 13Q: 3 clusters Score -314196.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -314214.062500 Penalty: 2625.674561
	Iteration 14Q: 3 clusters Score -314214.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -314221.906250 Penalty: 2625.674561
	Iteration 15Q: 3 clusters Score -314221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -314225.906250 Penalty: 2625.674561
	Iteration 16Q: 3 clusters Score -314225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -314231.125000 Penalty: 2625.674561
	Iteration 17Q: 3 clusters Score -314231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -314234.875000 Penalty: 2625.674561
	Iteration 18Q: 3 clusters Score -314234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -314239.562500 Penalty: 2625.674561
	Iteration 19Q: 3 clusters Score -314239.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -314243.250000 Penalty: 2625.674561
	Iteration 20F: 3 clusters Score -314243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -314243.656250 Penalty: 2625.674561
	Iteration 21Q: 3 clusters Score -314243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -314244.343750 Penalty: 2625.674561
	Iteration 22Q: 3 clusters Score -314244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314244.562500 Penalty: 2625.674561
	Iteration 23Q: 3 clusters Score -314244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314244.562500 Penalty: 2625.674561
	Iteration 24F: 3 clusters Score -314244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Entering Unmasked Estep 
Score: -6453772.000000 Penalty: 1795.503662
	Iteration 0F: 2 clusters Score -6453772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6411491.500000 Penalty: 3591.007324
	Iteration 0F: 3 clusters Score -6411492 nChanged 29845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -6428666.000000 Penalty: 3591.007324
	Iteration 1F: 3 clusters Score -6428666 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6429164.500000 Penalty: 3591.007324
	Iteration 2Q: 3 clusters Score -6429164 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -6429776.000000 Penalty: 3591.007324
	Iteration 3Q: 3 clusters Score -6429776 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -6430590.000000 Penalty: 3591.007324
	Iteration 4Q: 3 clusters Score -6430590 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -6431802.500000 Penalty: 3591.007324
	Iteration 5Q: 3 clusters Score -6431802 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -6433715.000000 Penalty: 3591.007324
	Iteration 6F: 3 clusters Score -6433715 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -6436554.500000 Penalty: 3591.007324
	Iteration 7F: 3 clusters Score -6436554 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -6440267.500000 Penalty: 3591.007324
	Iteration 8F: 3 clusters Score -6440268 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6444198.500000 Penalty: 3591.007324
	Iteration 9F: 3 clusters Score -6444198 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6447377.500000 Penalty: 3591.007324
	Iteration 10F: 3 clusters Score -6447378 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -6449506.000000 Penalty: 3591.007324
	Iteration 11Q: 3 clusters Score -6449506 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -6450752.000000 Penalty: 3591.007324
	Iteration 12Q: 3 clusters Score -6450752 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -6451382.000000 Penalty: 3591.007324
	Iteration 13Q: 3 clusters Score -6451382 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -6451778.500000 Penalty: 3591.007324
	Iteration 14Q: 3 clusters Score -6451778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -6451977.000000 Penalty: 3591.007324
	Iteration 15Q: 3 clusters Score -6451977 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -6452072.500000 Penalty: 3591.007324
	Iteration 16Q: 3 clusters Score -6452072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -6452131.000000 Penalty: 3591.007324
	Iteration 17Q: 3 clusters Score -6452131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -6452172.000000 Penalty: 3591.007324
	Iteration 18Q: 3 clusters Score -6452172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -6452202.000000 Penalty: 3591.007324
	Iteration 19Q: 3 clusters Score -6452202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -6452211.500000 Penalty: 3591.007324
	Iteration 20F: 3 clusters Score -6452212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -6452232.500000 Penalty: 3591.007324
	Iteration 21Q: 3 clusters Score -6452232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -6452262.500000 Penalty: 3591.007324
	Iteration 22Q: 3 clusters Score -6452262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -6452276.000000 Penalty: 3591.007324
	Iteration 23Q: 3 clusters Score -6452276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -6452279.000000 Penalty: 3591.007324
	Iteration 24Q: 3 clusters Score -6452279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -6452282.500000 Penalty: 3591.007324
	Iteration 25Q: 3 clusters Score -6452282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -6452288.000000 Penalty: 3591.007324
	Iteration 26Q: 3 clusters Score -6452288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -6452292.000000 Penalty: 3591.007324
	Iteration 27Q: 3 clusters Score -6452292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -6452296.500000 Penalty: 3591.007324
	Iteration 28Q: 3 clusters Score -6452296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -6452295.000000 Penalty: 3591.007324
	Iteration 29Q: 3 clusters Score -6452295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -6452301.500000 Penalty: 3591.007324
	Iteration 30Q: 3 clusters Score -6452302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -6452298.000000 Penalty: 3591.007324
	Iteration 31Q: 3 clusters Score -6452298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -6452307.000000 Penalty: 3591.007324
	Iteration 32Q: 3 clusters Score -6452307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -6452310.500000 Penalty: 3591.007324
	Iteration 33Q: 3 clusters Score -6452310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -6452311.500000 Penalty: 3591.007324
	Iteration 34Q: 3 clusters Score -6452312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -6452314.000000 Penalty: 3591.007324
	Iteration 35Q: 3 clusters Score -6452314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -6452310.500000 Penalty: 3591.007324
	Iteration 36Q: 3 clusters Score -6452310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -6452310.500000 Penalty: 3591.007324
	Iteration 37F: 3 clusters Score -6452310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Entering Unmasked Estep 
Score: -3022949.500000 Penalty: 1674.166870
	Iteration 0F: 2 clusters Score -3022950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3002875.250000 Penalty: 3348.333740
	Iteration 0F: 3 clusters Score -3002875 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3010353.250000 Penalty: 3348.333740
	Iteration 1F: 3 clusters Score -3010353 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3010783.250000 Penalty: 3348.333740
	Iteration 2Q: 3 clusters Score -3010783 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3011249.000000 Penalty: 3348.333740
	Iteration 3Q: 3 clusters Score -3011249 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3011847.750000 Penalty: 3348.333740
	Iteration 4Q: 3 clusters Score -3011848 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3012614.500000 Penalty: 3348.333740
	Iteration 5F: 3 clusters Score -3012614 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3013656.250000 Penalty: 3348.333740
	Iteration 6F: 3 clusters Score -3013656 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3015109.750000 Penalty: 3348.333740
	Iteration 7F: 3 clusters Score -3015110 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3016964.500000 Penalty: 3348.333740
	Iteration 8F: 3 clusters Score -3016964 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3018787.000000 Penalty: 3348.333740
	Iteration 9F: 3 clusters Score -3018787 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3020131.500000 Penalty: 3348.333740
	Iteration 10Q: 3 clusters Score -3020132 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3020882.500000 Penalty: 3348.333740
	Iteration 11Q: 3 clusters Score -3020882 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3021205.250000 Penalty: 3348.333740
	Iteration 12Q: 3 clusters Score -3021205 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3021334.500000 Penalty: 3348.333740
	Iteration 13Q: 3 clusters Score -3021334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3021380.000000 Penalty: 3348.333740
	Iteration 14Q: 3 clusters Score -3021380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3021411.000000 Penalty: 3348.333740
	Iteration 15Q: 3 clusters Score -3021411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3021439.500000 Penalty: 3348.333740
	Iteration 16Q: 3 clusters Score -3021440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3021455.500000 Penalty: 3348.333740
	Iteration 17Q: 3 clusters Score -3021456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3021464.250000 Penalty: 3348.333740
	Iteration 18Q: 3 clusters Score -3021464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3021473.750000 Penalty: 3348.333740
	Iteration 19Q: 3 clusters Score -3021474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3021478.750000 Penalty: 3348.333740
	Iteration 20F: 3 clusters Score -3021479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3021480.500000 Penalty: 3348.333740
	Iteration 21Q: 3 clusters Score -3021480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3021483.250000 Penalty: 3348.333740
	Iteration 22Q: 3 clusters Score -3021483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3021484.500000 Penalty: 3348.333740
	Iteration 23Q: 3 clusters Score -3021484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3021487.250000 Penalty: 3348.333740
	Iteration 24Q: 3 clusters Score -3021487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3021493.000000 Penalty: 3348.333740
	Iteration 25Q: 3 clusters Score -3021493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3021494.500000 Penalty: 3348.333740
	Iteration 26Q: 3 clusters Score -3021494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3021491.750000 Penalty: 3348.333740
	Iteration 27Q: 3 clusters Score -3021492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3021491.750000 Penalty: 3348.333740
	Iteration 28F: 3 clusters Score -3021492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -180237.562500 Penalty: 1215.294434
	Iteration 0F: 2 clusters Score -180237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -178269.453125 Penalty: 2430.588867
	Iteration 0F: 3 clusters Score -178269.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -178681.265625 Penalty: 2430.588867
	Iteration 1F: 3 clusters Score -178681.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -178770.781250 Penalty: 2430.588867
	Iteration 2F: 3 clusters Score -178770.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -178818.109375 Penalty: 2430.588867
	Iteration 3Q: 3 clusters Score -178818.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178847.578125 Penalty: 2430.588867
	Iteration 4Q: 3 clusters Score -178847.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -178865.953125 Penalty: 2430.588867
	Iteration 5Q: 3 clusters Score -178866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -178885.093750 Penalty: 2430.588867
	Iteration 6Q: 3 clusters Score -178885.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -178899.234375 Penalty: 2430.588867
	Iteration 7Q: 3 clusters Score -178899.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178907.796875 Penalty: 2430.588867
	Iteration 8Q: 3 clusters Score -178907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -178915.515625 Penalty: 2430.588867
	Iteration 9Q: 3 clusters Score -178915.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178920.421875 Penalty: 2430.588867
	Iteration 10Q: 3 clusters Score -178920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -178923.046875 Penalty: 2430.588867
	Iteration 11Q: 3 clusters Score -178923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -178924.640625 Penalty: 2430.588867
	Iteration 12Q: 3 clusters Score -178924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178926.859375 Penalty: 2430.588867
	Iteration 13Q: 3 clusters Score -178926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -178930.890625 Penalty: 2430.588867
	Iteration 14Q: 3 clusters Score -178930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178933.687500 Penalty: 2430.588867
	Iteration 15Q: 3 clusters Score -178933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -178935.843750 Penalty: 2430.588867
	Iteration 16Q: 3 clusters Score -178935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178936.859375 Penalty: 2430.588867
	Iteration 17Q: 3 clusters Score -178936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178937.234375 Penalty: 2430.588867
	Iteration 18Q: 3 clusters Score -178937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -178938.046875 Penalty: 2430.588867
	Iteration 19Q: 3 clusters Score -178938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -178938.437500 Penalty: 2430.588867
	Iteration 20F: 3 clusters Score -178938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178939.140625 Penalty: 2430.588867
	Iteration 21Q: 3 clusters Score -178939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178940.625000 Penalty: 2430.588867
	Iteration 22Q: 3 clusters Score -178940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178941.000000 Penalty: 2430.588867
	Iteration 23Q: 3 clusters Score -178941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178941.875000 Penalty: 2430.588867
	Iteration 24Q: 3 clusters Score -178941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178943.125000 Penalty: 2430.588867
	Iteration 25Q: 3 clusters Score -178943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -178943.718750 Penalty: 2430.588867
	Iteration 26Q: 3 clusters Score -178943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178944.062500 Penalty: 2430.588867
	Iteration 27Q: 3 clusters Score -178944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -178944.062500 Penalty: 2430.588867
	Iteration 28F: 3 clusters Score -178944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (113542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Entering Unmasked Estep 
Score: -11693232.000000 Penalty: 1891.488281
	Iteration 0F: 2 clusters Score -1.169323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -11618897.000000 Penalty: 3782.976562
	Iteration 0F: 3 clusters Score -1.16189e+07 nChanged 54177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -11649717.000000 Penalty: 3782.976562
	Iteration 1F: 3 clusters Score -1.164972e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -11650407.000000 Penalty: 3782.976562
	Iteration 2Q: 3 clusters Score -1.165041e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -11651064.000000 Penalty: 3782.976562
	Iteration 3Q: 3 clusters Score -1.165106e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -11651894.000000 Penalty: 3782.976562
	Iteration 4Q: 3 clusters Score -1.165189e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -11653064.000000 Penalty: 3782.976562
	Iteration 5Q: 3 clusters Score -1.165306e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -11654598.000000 Penalty: 3782.976562
	Iteration 6Q: 3 clusters Score -1.16546e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -11657044.000000 Penalty: 3782.976562
	Iteration 7Q: 3 clusters Score -1.165704e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -11660808.000000 Penalty: 3782.976562
	Iteration 8F: 3 clusters Score -1.166081e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -11666140.000000 Penalty: 3782.976562
	Iteration 9F: 3 clusters Score -1.166614e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -11672653.000000 Penalty: 3782.976562
	Iteration 10F: 3 clusters Score -1.167265e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -11678973.000000 Penalty: 3782.976562
	Iteration 11F: 3 clusters Score -1.167897e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -11683902.000000 Penalty: 3782.976562
	Iteration 12F: 3 clusters Score -1.16839e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 106937 members 
Entering Unmasked Estep 
Score: -11687124.000000 Penalty: 3782.976562
	Iteration 13Q: 3 clusters Score -1.168712e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 109734 members 
Entering Unmasked Estep 
Score: -11689094.000000 Penalty: 3782.976562
	Iteration 14Q: 3 clusters Score -1.168909e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -11690239.000000 Penalty: 3782.976562
	Iteration 15Q: 3 clusters Score -1.169024e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -11690884.000000 Penalty: 3782.976562
	Iteration 16Q: 3 clusters Score -1.169088e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -11691206.000000 Penalty: 3782.976562
	Iteration 17Q: 3 clusters Score -1.169121e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -11691336.000000 Penalty: 3782.976562
	Iteration 18Q: 3 clusters Score -1.169134e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -11691430.000000 Penalty: 3782.976562
	Iteration 19Q: 3 clusters Score -1.169143e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -11691472.000000 Penalty: 3782.976562
	Iteration 20F: 3 clusters Score -1.169147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -11691520.000000 Penalty: 3782.976562
	Iteration 21Q: 3 clusters Score -1.169152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -11691533.000000 Penalty: 3782.976562
	Iteration 22Q: 3 clusters Score -1.169153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -11691551.000000 Penalty: 3782.976562
	Iteration 23Q: 3 clusters Score -1.169155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -11691562.000000 Penalty: 3782.976562
	Iteration 24Q: 3 clusters Score -1.169156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -11691559.000000 Penalty: 3782.976562
	Iteration 25Q: 3 clusters Score -1.169156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -11691562.000000 Penalty: 3782.976562
	Iteration 26Q: 3 clusters Score -1.169156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 113234 members 
Entering Unmasked Estep 
Score: -11691556.000000 Penalty: 3782.976562
	Iteration 27Q: 3 clusters Score -1.169156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -11691562.000000 Penalty: 3782.976562
	Iteration 28Q: 3 clusters Score -1.169156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -11691564.000000 Penalty: 3782.976562
	Iteration 29Q: 3 clusters Score -1.169156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -11691572.000000 Penalty: 3782.976562
	Iteration 30Q: 3 clusters Score -1.169157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -11691573.000000 Penalty: 3782.976562
	Iteration 31Q: 3 clusters Score -1.169157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -11691573.000000 Penalty: 3782.976562
	Iteration 32Q: 3 clusters Score -1.169157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -11691578.000000 Penalty: 3782.976562
	Iteration 33Q: 3 clusters Score -1.169158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 113257 members 
Entering Unmasked Estep 
Score: -11691575.000000 Penalty: 3782.976562
	Iteration 34Q: 3 clusters Score -1.169158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -11691573.000000 Penalty: 3782.976562
	Iteration 35Q: 3 clusters Score -1.169157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -11691573.000000 Penalty: 3782.976562
	Iteration 36F: 3 clusters Score -1.169157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Entering Unmasked Estep 
Score: -4060738.750000 Penalty: 1718.956055
	Iteration 0F: 2 clusters Score -4060739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4034336.500000 Penalty: 3437.912109
	Iteration 0F: 3 clusters Score -4034336 nChanged 18217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4044626.250000 Penalty: 3437.912109
	Iteration 1F: 3 clusters Score -4044626 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4045185.500000 Penalty: 3437.912109
	Iteration 2Q: 3 clusters Score -4045186 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4045720.000000 Penalty: 3437.912109
	Iteration 3Q: 3 clusters Score -4045720 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4046390.500000 Penalty: 3437.912109
	Iteration 4Q: 3 clusters Score -4046390 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4047263.000000 Penalty: 3437.912109
	Iteration 5Q: 3 clusters Score -4047263 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4048315.750000 Penalty: 3437.912109
	Iteration 6Q: 3 clusters Score -4048316 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4049628.500000 Penalty: 3437.912109
	Iteration 7F: 3 clusters Score -4049628 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4051057.250000 Penalty: 3437.912109
	Iteration 8F: 3 clusters Score -4051057 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4052507.000000 Penalty: 3437.912109
	Iteration 9F: 3 clusters Score -4052507 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4053693.750000 Penalty: 3437.912109
	Iteration 10Q: 3 clusters Score -4053694 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4054591.750000 Penalty: 3437.912109
	Iteration 11Q: 3 clusters Score -4054592 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4055298.000000 Penalty: 3437.912109
	Iteration 12Q: 3 clusters Score -4055298 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4055916.750000 Penalty: 3437.912109
	Iteration 13Q: 3 clusters Score -4055917 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4056471.250000 Penalty: 3437.912109
	Iteration 14Q: 3 clusters Score -4056471 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4056949.500000 Penalty: 3437.912109
	Iteration 15Q: 3 clusters Score -4056950 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4057389.250000 Penalty: 3437.912109
	Iteration 16Q: 3 clusters Score -4057389 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4057756.000000 Penalty: 3437.912109
	Iteration 17Q: 3 clusters Score -4057756 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4058066.000000 Penalty: 3437.912109
	Iteration 18Q: 3 clusters Score -4058066 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4058317.500000 Penalty: 3437.912109
	Iteration 19Q: 3 clusters Score -4058318 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4058539.750000 Penalty: 3437.912109
	Iteration 20F: 3 clusters Score -4058540 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4058721.750000 Penalty: 3437.912109
	Iteration 21Q: 3 clusters Score -4058722 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4058852.500000 Penalty: 3437.912109
	Iteration 22Q: 3 clusters Score -4058852 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4058945.500000 Penalty: 3437.912109
	Iteration 23Q: 3 clusters Score -4058946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4059017.500000 Penalty: 3437.912109
	Iteration 24Q: 3 clusters Score -4059018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4059072.000000 Penalty: 3437.912109
	Iteration 25Q: 3 clusters Score -4059072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4059111.500000 Penalty: 3437.912109
	Iteration 26Q: 3 clusters Score -4059112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4059162.750000 Penalty: 3437.912109
	Iteration 27Q: 3 clusters Score -4059163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4059201.000000 Penalty: 3437.912109
	Iteration 28Q: 3 clusters Score -4059201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4059221.500000 Penalty: 3437.912109
	Iteration 29Q: 3 clusters Score -4059222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4059238.250000 Penalty: 3437.912109
	Iteration 30Q: 3 clusters Score -4059238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4059245.000000 Penalty: 3437.912109
	Iteration 31Q: 3 clusters Score -4059245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4059250.750000 Penalty: 3437.912109
	Iteration 32Q: 3 clusters Score -4059251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4059250.500000 Penalty: 3437.912109
	Iteration 33Q: 3 clusters Score -4059250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4059254.250000 Penalty: 3437.912109
	Iteration 34Q: 3 clusters Score -4059254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4059260.250000 Penalty: 3437.912109
	Iteration 35Q: 3 clusters Score -4059260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4059258.750000 Penalty: 3437.912109
	Iteration 36Q: 3 clusters Score -4059259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4059263.500000 Penalty: 3437.912109
	Iteration 37Q: 3 clusters Score -4059264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4059267.250000 Penalty: 3437.912109
	Iteration 38Q: 3 clusters Score -4059267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4059274.250000 Penalty: 3437.912109
	Iteration 39Q: 3 clusters Score -4059274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4059275.250000 Penalty: 3437.912109
	Iteration 40F: 3 clusters Score -4059275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4059276.750000 Penalty: 3437.912109
	Iteration 41Q: 3 clusters Score -4059277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4059281.250000 Penalty: 3437.912109
	Iteration 42Q: 3 clusters Score -4059281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4059287.000000 Penalty: 3437.912109
	Iteration 43Q: 3 clusters Score -4059287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4059286.000000 Penalty: 3437.912109
	Iteration 44Q: 3 clusters Score -4059286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4059287.500000 Penalty: 3437.912109
	Iteration 45Q: 3 clusters Score -4059288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4059290.500000 Penalty: 3437.912109
	Iteration 46Q: 3 clusters Score -4059290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4059291.500000 Penalty: 3437.912109
	Iteration 47Q: 3 clusters Score -4059292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4059294.000000 Penalty: 3437.912109
	Iteration 48Q: 3 clusters Score -4059294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4059294.000000 Penalty: 3437.912109
	Iteration 49F: 3 clusters Score -4059294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -276480.875000 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -276480.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -273886.968750 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -273887 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -274561.062500 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -274561.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -274792.031250 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -274792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -275007.093750 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -275007.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -275179.968750 Penalty: 2577.900879
	Iteration 4F: 3 clusters Score -275180 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -275310.562500 Penalty: 2577.900879
	Iteration 5F: 3 clusters Score -275310.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -275433.875000 Penalty: 2577.900879
	Iteration 6Q: 3 clusters Score -275433.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -275551.562500 Penalty: 2577.900879
	Iteration 7Q: 3 clusters Score -275551.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -275637.531250 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -275637.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -275701.406250 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -275701.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -275748.125000 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -275748.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -275783.031250 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -275783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -275805.281250 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -275805.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -275818.156250 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -275818.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -275823.968750 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -275824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -275829.375000 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -275829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -275831.375000 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -275831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -275831.375000 Penalty: 2577.900879
	Iteration 17F: 3 clusters Score -275831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -413703.812500 Penalty: 1370.494263
	Iteration 0F: 2 clusters Score -413703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -409968.187500 Penalty: 2740.988525
	Iteration 0F: 3 clusters Score -409968.2 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -411097.625000 Penalty: 2740.988525
	Iteration 1F: 3 clusters Score -411097.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -411379.750000 Penalty: 2740.988525
	Iteration 2F: 3 clusters Score -411379.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -411559.875000 Penalty: 2740.988525
	Iteration 3F: 3 clusters Score -411559.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -411663.500000 Penalty: 2740.988525
	Iteration 4Q: 3 clusters Score -411663.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -411750.406250 Penalty: 2740.988525
	Iteration 5Q: 3 clusters Score -411750.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -411829.718750 Penalty: 2740.988525
	Iteration 6Q: 3 clusters Score -411829.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -411888.625000 Penalty: 2740.988525
	Iteration 7Q: 3 clusters Score -411888.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -411931.562500 Penalty: 2740.988525
	Iteration 8Q: 3 clusters Score -411931.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -411957.156250 Penalty: 2740.988525
	Iteration 9Q: 3 clusters Score -411957.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -411981.375000 Penalty: 2740.988525
	Iteration 10Q: 3 clusters Score -411981.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -412011.468750 Penalty: 2740.988525
	Iteration 11Q: 3 clusters Score -412011.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -412038.625000 Penalty: 2740.988525
	Iteration 12Q: 3 clusters Score -412038.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -412060.781250 Penalty: 2740.988525
	Iteration 13Q: 3 clusters Score -412060.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -412080.906250 Penalty: 2740.988525
	Iteration 14Q: 3 clusters Score -412080.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -412106.750000 Penalty: 2740.988525
	Iteration 15Q: 3 clusters Score -412106.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -412140.375000 Penalty: 2740.988525
	Iteration 16Q: 3 clusters Score -412140.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -412171.312500 Penalty: 2740.988525
	Iteration 17Q: 3 clusters Score -412171.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -412204.375000 Penalty: 2740.988525
	Iteration 18Q: 3 clusters Score -412204.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -412237.906250 Penalty: 2740.988525
	Iteration 19Q: 3 clusters Score -412237.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -412270.906250 Penalty: 2740.988525
	Iteration 20F: 3 clusters Score -412270.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -412302.812500 Penalty: 2740.988525
	Iteration 21Q: 3 clusters Score -412302.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -412335.625000 Penalty: 2740.988525
	Iteration 22Q: 3 clusters Score -412335.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -412372.625000 Penalty: 2740.988525
	Iteration 23Q: 3 clusters Score -412372.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -412398.531250 Penalty: 2740.988525
	Iteration 24Q: 3 clusters Score -412398.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -412420.687500 Penalty: 2740.988525
	Iteration 25Q: 3 clusters Score -412420.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -412444.093750 Penalty: 2740.988525
	Iteration 26Q: 3 clusters Score -412444.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -412463.156250 Penalty: 2740.988525
	Iteration 27Q: 3 clusters Score -412463.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -412480.968750 Penalty: 2740.988525
	Iteration 28Q: 3 clusters Score -412481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -412497.875000 Penalty: 2740.988525
	Iteration 29Q: 3 clusters Score -412497.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -412517.218750 Penalty: 2740.988525
	Iteration 30Q: 3 clusters Score -412517.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -412534.375000 Penalty: 2740.988525
	Iteration 31Q: 3 clusters Score -412534.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -412545.593750 Penalty: 2740.988525
	Iteration 32Q: 3 clusters Score -412545.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -412554.656250 Penalty: 2740.988525
	Iteration 33Q: 3 clusters Score -412554.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -412561.562500 Penalty: 2740.988525
	Iteration 34Q: 3 clusters Score -412561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412567.406250 Penalty: 2740.988525
	Iteration 35Q: 3 clusters Score -412567.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412570.437500 Penalty: 2740.988525
	Iteration 36Q: 3 clusters Score -412570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412571.250000 Penalty: 2740.988525
	Iteration 37Q: 3 clusters Score -412571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -412573.062500 Penalty: 2740.988525
	Iteration 38Q: 3 clusters Score -412573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412575.968750 Penalty: 2740.988525
	Iteration 39Q: 3 clusters Score -412576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -412577.031250 Penalty: 2740.988525
	Iteration 40F: 3 clusters Score -412577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -412580.375000 Penalty: 2740.988525
	Iteration 41Q: 3 clusters Score -412580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412580.968750 Penalty: 2740.988525
	Iteration 42Q: 3 clusters Score -412581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412581.500000 Penalty: 2740.988525
	Iteration 43Q: 3 clusters Score -412581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412582.875000 Penalty: 2740.988525
	Iteration 44Q: 3 clusters Score -412582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412583.187500 Penalty: 2740.988525
	Iteration 45Q: 3 clusters Score -412583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412583.406250 Penalty: 2740.988525
	Iteration 46Q: 3 clusters Score -412583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412583.406250 Penalty: 2740.988525
	Iteration 47F: 3 clusters Score -412583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Entering Unmasked Estep 
Score: -2556715.750000 Penalty: 1659.031860
	Iteration 0F: 2 clusters Score -2556716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2538383.250000 Penalty: 3318.063721
	Iteration 0F: 3 clusters Score -2538383 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2545807.000000 Penalty: 3318.063721
	Iteration 1F: 3 clusters Score -2545807 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2546770.000000 Penalty: 3318.063721
	Iteration 2F: 3 clusters Score -2546770 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2547772.000000 Penalty: 3318.063721
	Iteration 3F: 3 clusters Score -2547772 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2548684.750000 Penalty: 3318.063721
	Iteration 4F: 3 clusters Score -2548685 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2549499.000000 Penalty: 3318.063721
	Iteration 5F: 3 clusters Score -2549499 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2550238.750000 Penalty: 3318.063721
	Iteration 6F: 3 clusters Score -2550239 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2550881.250000 Penalty: 3318.063721
	Iteration 7Q: 3 clusters Score -2550881 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2551499.750000 Penalty: 3318.063721
	Iteration 8Q: 3 clusters Score -2551500 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2552124.000000 Penalty: 3318.063721
	Iteration 9Q: 3 clusters Score -2552124 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2552736.000000 Penalty: 3318.063721
	Iteration 10Q: 3 clusters Score -2552736 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2553256.500000 Penalty: 3318.063721
	Iteration 11Q: 3 clusters Score -2553256 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2553727.250000 Penalty: 3318.063721
	Iteration 12Q: 3 clusters Score -2553727 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2554137.000000 Penalty: 3318.063721
	Iteration 13Q: 3 clusters Score -2554137 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2554503.000000 Penalty: 3318.063721
	Iteration 14Q: 3 clusters Score -2554503 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2554821.250000 Penalty: 3318.063721
	Iteration 15Q: 3 clusters Score -2554821 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2555104.500000 Penalty: 3318.063721
	Iteration 16Q: 3 clusters Score -2555104 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2555376.000000 Penalty: 3318.063721
	Iteration 17Q: 3 clusters Score -2555376 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2555619.250000 Penalty: 3318.063721
	Iteration 18Q: 3 clusters Score -2555619 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2555802.250000 Penalty: 3318.063721
	Iteration 19Q: 3 clusters Score -2555802 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2555919.500000 Penalty: 3318.063721
	Iteration 20F: 3 clusters Score -2555920 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2556000.750000 Penalty: 3318.063721
	Iteration 21Q: 3 clusters Score -2556001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2556069.000000 Penalty: 3318.063721
	Iteration 22Q: 3 clusters Score -2556069 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2556133.000000 Penalty: 3318.063721
	Iteration 23Q: 3 clusters Score -2556133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2556188.000000 Penalty: 3318.063721
	Iteration 24Q: 3 clusters Score -2556188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2556211.750000 Penalty: 3318.063721
	Iteration 25Q: 3 clusters Score -2556212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2556237.250000 Penalty: 3318.063721
	Iteration 26Q: 3 clusters Score -2556237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2556263.000000 Penalty: 3318.063721
	Iteration 27Q: 3 clusters Score -2556263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2556271.250000 Penalty: 3318.063721
	Iteration 28Q: 3 clusters Score -2556271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2556286.250000 Penalty: 3318.063721
	Iteration 29Q: 3 clusters Score -2556286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2556290.500000 Penalty: 3318.063721
	Iteration 30Q: 3 clusters Score -2556290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2556306.000000 Penalty: 3318.063721
	Iteration 31Q: 3 clusters Score -2556306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2556315.000000 Penalty: 3318.063721
	Iteration 32Q: 3 clusters Score -2556315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2556329.250000 Penalty: 3318.063721
	Iteration 33Q: 3 clusters Score -2556329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2556341.750000 Penalty: 3318.063721
	Iteration 34Q: 3 clusters Score -2556342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2556338.750000 Penalty: 3318.063721
	Iteration 35Q: 3 clusters Score -2556339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2556340.500000 Penalty: 3318.063721
	Iteration 36Q: 3 clusters Score -2556340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2556338.250000 Penalty: 3318.063721
	Iteration 37Q: 3 clusters Score -2556338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2556341.250000 Penalty: 3318.063721
	Iteration 38Q: 3 clusters Score -2556341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2556342.750000 Penalty: 3318.063721
	Iteration 39Q: 3 clusters Score -2556343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2556344.750000 Penalty: 3318.063721
	Iteration 40F: 3 clusters Score -2556345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2556343.500000 Penalty: 3318.063721
	Iteration 41Q: 3 clusters Score -2556344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2556342.000000 Penalty: 3318.063721
	Iteration 42Q: 3 clusters Score -2556342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2556346.000000 Penalty: 3318.063721
	Iteration 43Q: 3 clusters Score -2556346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2556348.500000 Penalty: 3318.063721
	Iteration 44Q: 3 clusters Score -2556348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2556349.250000 Penalty: 3318.063721
	Iteration 45Q: 3 clusters Score -2556349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2556353.500000 Penalty: 3318.063721
	Iteration 46Q: 3 clusters Score -2556354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2556354.000000 Penalty: 3318.063721
	Iteration 47Q: 3 clusters Score -2556354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2556354.000000 Penalty: 3318.063721
	Iteration 48F: 3 clusters Score -2556354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -228455.046875 Penalty: 1258.492554
	Iteration 0F: 2 clusters Score -228455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -226218.781250 Penalty: 2516.985107
	Iteration 0F: 3 clusters Score -226218.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -226749.281250 Penalty: 2516.985107
	Iteration 1F: 3 clusters Score -226749.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -226925.328125 Penalty: 2516.985107
	Iteration 2F: 3 clusters Score -226925.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -227071.156250 Penalty: 2516.985107
	Iteration 3F: 3 clusters Score -227071.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -227217.125000 Penalty: 2516.985107
	Iteration 4F: 3 clusters Score -227217.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -227341.453125 Penalty: 2516.985107
	Iteration 5F: 3 clusters Score -227341.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -227434.078125 Penalty: 2516.985107
	Iteration 6Q: 3 clusters Score -227434.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -227507.437500 Penalty: 2516.985107
	Iteration 7Q: 3 clusters Score -227507.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -227540.796875 Penalty: 2516.985107
	Iteration 8Q: 3 clusters Score -227540.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -227562.812500 Penalty: 2516.985107
	Iteration 9Q: 3 clusters Score -227562.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -227573.531250 Penalty: 2516.985107
	Iteration 10Q: 3 clusters Score -227573.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -227580.734375 Penalty: 2516.985107
	Iteration 11Q: 3 clusters Score -227580.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -227585.578125 Penalty: 2516.985107
	Iteration 12Q: 3 clusters Score -227585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -227586.921875 Penalty: 2516.985107
	Iteration 13Q: 3 clusters Score -227586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -227587.578125 Penalty: 2516.985107
	Iteration 14Q: 3 clusters Score -227587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -227588.921875 Penalty: 2516.985107
	Iteration 15Q: 3 clusters Score -227588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -227588.921875 Penalty: 2516.985107
	Iteration 16F: 3 clusters Score -227588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -874621.187500 Penalty: 1468.772949
	Iteration 0F: 2 clusters Score -874621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -868460.750000 Penalty: 2937.545898
	Iteration 0F: 3 clusters Score -868460.8 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -870384.312500 Penalty: 2937.545898
	Iteration 1F: 3 clusters Score -870384.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -870630.062500 Penalty: 2937.545898
	Iteration 2F: 3 clusters Score -870630.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -870850.312500 Penalty: 2937.545898
	Iteration 3F: 3 clusters Score -870850.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -871107.625000 Penalty: 2937.545898
	Iteration 4Q: 3 clusters Score -871107.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -871359.875000 Penalty: 2937.545898
	Iteration 5F: 3 clusters Score -871359.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -871608.875000 Penalty: 2937.545898
	Iteration 6Q: 3 clusters Score -871608.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -871820.625000 Penalty: 2937.545898
	Iteration 7Q: 3 clusters Score -871820.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -871990.937500 Penalty: 2937.545898
	Iteration 8Q: 3 clusters Score -871990.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -872127.062500 Penalty: 2937.545898
	Iteration 9Q: 3 clusters Score -872127.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -872261.562500 Penalty: 2937.545898
	Iteration 10Q: 3 clusters Score -872261.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -872398.562500 Penalty: 2937.545898
	Iteration 11Q: 3 clusters Score -872398.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -872529.062500 Penalty: 2937.545898
	Iteration 12Q: 3 clusters Score -872529.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -872657.437500 Penalty: 2937.545898
	Iteration 13Q: 3 clusters Score -872657.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -872773.250000 Penalty: 2937.545898
	Iteration 14Q: 3 clusters Score -872773.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -872870.687500 Penalty: 2937.545898
	Iteration 15Q: 3 clusters Score -872870.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -872944.250000 Penalty: 2937.545898
	Iteration 16Q: 3 clusters Score -872944.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -873015.187500 Penalty: 2937.545898
	Iteration 17Q: 3 clusters Score -873015.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -873081.562500 Penalty: 2937.545898
	Iteration 18Q: 3 clusters Score -873081.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -873131.312500 Penalty: 2937.545898
	Iteration 19Q: 3 clusters Score -873131.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -873161.375000 Penalty: 2937.545898
	Iteration 20F: 3 clusters Score -873161.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -873180.437500 Penalty: 2937.545898
	Iteration 21Q: 3 clusters Score -873180.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -873212.375000 Penalty: 2937.545898
	Iteration 22Q: 3 clusters Score -873212.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -873236.625000 Penalty: 2937.545898
	Iteration 23Q: 3 clusters Score -873236.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -873256.687500 Penalty: 2937.545898
	Iteration 24Q: 3 clusters Score -873256.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -873268.625000 Penalty: 2937.545898
	Iteration 25Q: 3 clusters Score -873268.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -873277.312500 Penalty: 2937.545898
	Iteration 26Q: 3 clusters Score -873277.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -873280.000000 Penalty: 2937.545898
	Iteration 27Q: 3 clusters Score -873280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -873289.812500 Penalty: 2937.545898
	Iteration 28Q: 3 clusters Score -873289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -873299.312500 Penalty: 2937.545898
	Iteration 29Q: 3 clusters Score -873299.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -873304.062500 Penalty: 2937.545898
	Iteration 30Q: 3 clusters Score -873304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -873313.750000 Penalty: 2937.545898
	Iteration 31Q: 3 clusters Score -873313.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -873328.687500 Penalty: 2937.545898
	Iteration 32Q: 3 clusters Score -873328.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -873356.750000 Penalty: 2937.545898
	Iteration 33Q: 3 clusters Score -873356.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -873399.062500 Penalty: 2937.545898
	Iteration 34Q: 3 clusters Score -873399.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -873441.687500 Penalty: 2937.545898
	Iteration 35Q: 3 clusters Score -873441.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -873469.375000 Penalty: 2937.545898
	Iteration 36Q: 3 clusters Score -873469.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -873494.125000 Penalty: 2937.545898
	Iteration 37Q: 3 clusters Score -873494.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -873509.062500 Penalty: 2937.545898
	Iteration 38Q: 3 clusters Score -873509.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -873521.750000 Penalty: 2937.545898
	Iteration 39Q: 3 clusters Score -873521.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -873531.812500 Penalty: 2937.545898
	Iteration 40F: 3 clusters Score -873531.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -873541.687500 Penalty: 2937.545898
	Iteration 41Q: 3 clusters Score -873541.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -873564.000000 Penalty: 2937.545898
	Iteration 42Q: 3 clusters Score -873564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -873577.250000 Penalty: 2937.545898
	Iteration 43Q: 3 clusters Score -873577.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -873586.875000 Penalty: 2937.545898
	Iteration 44Q: 3 clusters Score -873586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -873595.562500 Penalty: 2937.545898
	Iteration 45Q: 3 clusters Score -873595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -873602.437500 Penalty: 2937.545898
	Iteration 46Q: 3 clusters Score -873602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -873611.312500 Penalty: 2937.545898
	Iteration 47Q: 3 clusters Score -873611.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -873619.187500 Penalty: 2937.545898
	Iteration 48Q: 3 clusters Score -873619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -873622.625000 Penalty: 2937.545898
	Iteration 49Q: 3 clusters Score -873622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -873623.437500 Penalty: 2937.545898
	Iteration 50Q: 3 clusters Score -873623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -873624.125000 Penalty: 2937.545898
	Iteration 51Q: 3 clusters Score -873624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -873625.250000 Penalty: 2937.545898
	Iteration 52Q: 3 clusters Score -873625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -873625.125000 Penalty: 2937.545898
	Iteration 53Q: 3 clusters Score -873625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -873625.187500 Penalty: 2937.545898
	Iteration 54Q: 3 clusters Score -873625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -873628.062500 Penalty: 2937.545898
	Iteration 55Q: 3 clusters Score -873628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -873628.937500 Penalty: 2937.545898
	Iteration 56Q: 3 clusters Score -873628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -873629.562500 Penalty: 2937.545898
	Iteration 57Q: 3 clusters Score -873629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -873631.875000 Penalty: 2937.545898
	Iteration 58Q: 3 clusters Score -873631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -873634.312500 Penalty: 2937.545898
	Iteration 59Q: 3 clusters Score -873634.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -873640.062500 Penalty: 2937.545898
	Iteration 60F: 3 clusters Score -873640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -873643.625000 Penalty: 2937.545898
	Iteration 61Q: 3 clusters Score -873643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -873645.500000 Penalty: 2937.545898
	Iteration 62Q: 3 clusters Score -873645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -873645.312500 Penalty: 2937.545898
	Iteration 63Q: 3 clusters Score -873645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -873647.375000 Penalty: 2937.545898
	Iteration 64Q: 3 clusters Score -873647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -873647.375000 Penalty: 2937.545898
	Iteration 65F: 3 clusters Score -873647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Entering Unmasked Estep 
Score: -1997437.500000 Penalty: 1607.387939
	Iteration 0F: 2 clusters Score -1997438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1983938.625000 Penalty: 3214.775879
	Iteration 0F: 3 clusters Score -1983939 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1989293.250000 Penalty: 3214.775879
	Iteration 1F: 3 clusters Score -1989293 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1990060.875000 Penalty: 3214.775879
	Iteration 2F: 3 clusters Score -1990061 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1990988.000000 Penalty: 3214.775879
	Iteration 3F: 3 clusters Score -1990988 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1991988.000000 Penalty: 3214.775879
	Iteration 4F: 3 clusters Score -1991988 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1992976.500000 Penalty: 3214.775879
	Iteration 5F: 3 clusters Score -1992976 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1993885.375000 Penalty: 3214.775879
	Iteration 6F: 3 clusters Score -1993885 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1994649.875000 Penalty: 3214.775879
	Iteration 7Q: 3 clusters Score -1994650 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1995247.625000 Penalty: 3214.775879
	Iteration 8Q: 3 clusters Score -1995248 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1995693.500000 Penalty: 3214.775879
	Iteration 9Q: 3 clusters Score -1995694 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1995992.875000 Penalty: 3214.775879
	Iteration 10Q: 3 clusters Score -1995993 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1996175.125000 Penalty: 3214.775879
	Iteration 11Q: 3 clusters Score -1996175 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1996297.875000 Penalty: 3214.775879
	Iteration 12Q: 3 clusters Score -1996298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1996417.750000 Penalty: 3214.775879
	Iteration 13Q: 3 clusters Score -1996418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1996506.375000 Penalty: 3214.775879
	Iteration 14Q: 3 clusters Score -1996506 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1996581.875000 Penalty: 3214.775879
	Iteration 15Q: 3 clusters Score -1996582 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1996639.875000 Penalty: 3214.775879
	Iteration 16Q: 3 clusters Score -1996640 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1996685.875000 Penalty: 3214.775879
	Iteration 17Q: 3 clusters Score -1996686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1996718.625000 Penalty: 3214.775879
	Iteration 18Q: 3 clusters Score -1996719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1996727.750000 Penalty: 3214.775879
	Iteration 19Q: 3 clusters Score -1996728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1996742.125000 Penalty: 3214.775879
	Iteration 20F: 3 clusters Score -1996742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1996744.375000 Penalty: 3214.775879
	Iteration 21Q: 3 clusters Score -1996744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1996750.125000 Penalty: 3214.775879
	Iteration 22Q: 3 clusters Score -1996750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1996744.750000 Penalty: 3214.775879
	Iteration 23Q: 3 clusters Score -1996745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1996746.750000 Penalty: 3214.775879
	Iteration 24Q: 3 clusters Score -1996747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1996754.125000 Penalty: 3214.775879
	Iteration 25Q: 3 clusters Score -1996754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1996754.750000 Penalty: 3214.775879
	Iteration 26Q: 3 clusters Score -1996755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1996754.000000 Penalty: 3214.775879
	Iteration 27Q: 3 clusters Score -1996754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1996754.125000 Penalty: 3214.775879
	Iteration 28Q: 3 clusters Score -1996754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1996752.750000 Penalty: 3214.775879
	Iteration 29Q: 3 clusters Score -1996753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1996755.250000 Penalty: 3214.775879
	Iteration 30Q: 3 clusters Score -1996755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1996756.000000 Penalty: 3214.775879
	Iteration 31Q: 3 clusters Score -1996756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1996754.875000 Penalty: 3214.775879
	Iteration 32Q: 3 clusters Score -1996755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1996753.375000 Penalty: 3214.775879
	Iteration 33Q: 3 clusters Score -1996753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1996753.250000 Penalty: 3214.775879
	Iteration 34Q: 3 clusters Score -1996753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1996753.500000 Penalty: 3214.775879
	Iteration 35Q: 3 clusters Score -1996754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1996753.750000 Penalty: 3214.775879
	Iteration 36Q: 3 clusters Score -1996754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1996751.125000 Penalty: 3214.775879
	Iteration 37Q: 3 clusters Score -1996751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1996752.750000 Penalty: 3214.775879
	Iteration 38Q: 3 clusters Score -1996753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1996752.750000 Penalty: 3214.775879
	Iteration 39F: 3 clusters Score -1996753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Entering Unmasked Estep 
Score: -960376.500000 Penalty: 1485.654541
	Iteration 0F: 2 clusters Score -960376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -953665.812500 Penalty: 2971.309082
	Iteration 0F: 3 clusters Score -953665.8 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -955921.187500 Penalty: 2971.309082
	Iteration 1F: 3 clusters Score -955921.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -956280.125000 Penalty: 2971.309082
	Iteration 2F: 3 clusters Score -956280.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -956598.562500 Penalty: 2971.309082
	Iteration 3F: 3 clusters Score -956598.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -956873.000000 Penalty: 2971.309082
	Iteration 4F: 3 clusters Score -956873 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -957132.687500 Penalty: 2971.309082
	Iteration 5Q: 3 clusters Score -957132.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -957409.000000 Penalty: 2971.309082
	Iteration 6Q: 3 clusters Score -957409 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -957690.562500 Penalty: 2971.309082
	Iteration 7Q: 3 clusters Score -957690.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -957978.125000 Penalty: 2971.309082
	Iteration 8Q: 3 clusters Score -957978.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -958234.812500 Penalty: 2971.309082
	Iteration 9Q: 3 clusters Score -958234.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -958455.500000 Penalty: 2971.309082
	Iteration 10Q: 3 clusters Score -958455.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -958567.812500 Penalty: 2971.309082
	Iteration 11Q: 3 clusters Score -958567.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -958631.187500 Penalty: 2971.309082
	Iteration 12Q: 3 clusters Score -958631.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -958679.312500 Penalty: 2971.309082
	Iteration 13Q: 3 clusters Score -958679.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -958704.750000 Penalty: 2971.309082
	Iteration 14Q: 3 clusters Score -958704.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -958721.062500 Penalty: 2971.309082
	Iteration 15Q: 3 clusters Score -958721.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -958735.375000 Penalty: 2971.309082
	Iteration 16Q: 3 clusters Score -958735.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -958747.625000 Penalty: 2971.309082
	Iteration 17Q: 3 clusters Score -958747.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -958754.125000 Penalty: 2971.309082
	Iteration 18Q: 3 clusters Score -958754.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -958766.500000 Penalty: 2971.309082
	Iteration 19Q: 3 clusters Score -958766.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -958776.062500 Penalty: 2971.309082
	Iteration 20F: 3 clusters Score -958776.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -958780.187500 Penalty: 2971.309082
	Iteration 21Q: 3 clusters Score -958780.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -958795.625000 Penalty: 2971.309082
	Iteration 22Q: 3 clusters Score -958795.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -958803.562500 Penalty: 2971.309082
	Iteration 23Q: 3 clusters Score -958803.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -958810.937500 Penalty: 2971.309082
	Iteration 24Q: 3 clusters Score -958810.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -958816.750000 Penalty: 2971.309082
	Iteration 25Q: 3 clusters Score -958816.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -958826.000000 Penalty: 2971.309082
	Iteration 26Q: 3 clusters Score -958826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -958836.750000 Penalty: 2971.309082
	Iteration 27Q: 3 clusters Score -958836.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -958842.687500 Penalty: 2971.309082
	Iteration 28Q: 3 clusters Score -958842.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -958852.875000 Penalty: 2971.309082
	Iteration 29Q: 3 clusters Score -958852.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -958863.125000 Penalty: 2971.309082
	Iteration 30Q: 3 clusters Score -958863.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -958872.500000 Penalty: 2971.309082
	Iteration 31Q: 3 clusters Score -958872.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -958879.937500 Penalty: 2971.309082
	Iteration 32Q: 3 clusters Score -958879.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -958887.312500 Penalty: 2971.309082
	Iteration 33Q: 3 clusters Score -958887.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -958894.187500 Penalty: 2971.309082
	Iteration 34Q: 3 clusters Score -958894.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -958902.812500 Penalty: 2971.309082
	Iteration 35Q: 3 clusters Score -958902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -958905.375000 Penalty: 2971.309082
	Iteration 36Q: 3 clusters Score -958905.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -958912.125000 Penalty: 2971.309082
	Iteration 37Q: 3 clusters Score -958912.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -958920.437500 Penalty: 2971.309082
	Iteration 38Q: 3 clusters Score -958920.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -958922.687500 Penalty: 2971.309082
	Iteration 39Q: 3 clusters Score -958922.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -958926.437500 Penalty: 2971.309082
	Iteration 40F: 3 clusters Score -958926.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -958931.687500 Penalty: 2971.309082
	Iteration 41Q: 3 clusters Score -958931.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -958938.750000 Penalty: 2971.309082
	Iteration 42Q: 3 clusters Score -958938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -958940.875000 Penalty: 2971.309082
	Iteration 43Q: 3 clusters Score -958940.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -958945.625000 Penalty: 2971.309082
	Iteration 44Q: 3 clusters Score -958945.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -958949.500000 Penalty: 2971.309082
	Iteration 45Q: 3 clusters Score -958949.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -958951.687500 Penalty: 2971.309082
	Iteration 46Q: 3 clusters Score -958951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -958953.500000 Penalty: 2971.309082
	Iteration 47Q: 3 clusters Score -958953.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -958957.312500 Penalty: 2971.309082
	Iteration 48Q: 3 clusters Score -958957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -958956.187500 Penalty: 2971.309082
	Iteration 49Q: 3 clusters Score -958956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -958961.937500 Penalty: 2971.309082
	Iteration 50Q: 3 clusters Score -958961.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -958968.500000 Penalty: 2971.309082
	Iteration 51Q: 3 clusters Score -958968.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -958973.250000 Penalty: 2971.309082
	Iteration 52Q: 3 clusters Score -958973.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -958984.187500 Penalty: 2971.309082
	Iteration 53Q: 3 clusters Score -958984.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -958990.187500 Penalty: 2971.309082
	Iteration 54Q: 3 clusters Score -958990.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -959000.187500 Penalty: 2971.309082
	Iteration 55Q: 3 clusters Score -959000.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -959006.625000 Penalty: 2971.309082
	Iteration 56Q: 3 clusters Score -959006.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -959015.125000 Penalty: 2971.309082
	Iteration 57Q: 3 clusters Score -959015.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -959020.562500 Penalty: 2971.309082
	Iteration 58Q: 3 clusters Score -959020.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -959023.625000 Penalty: 2971.309082
	Iteration 59Q: 3 clusters Score -959023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -959025.437500 Penalty: 2971.309082
	Iteration 60F: 3 clusters Score -959025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -959030.625000 Penalty: 2971.309082
	Iteration 61Q: 3 clusters Score -959030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -959031.000000 Penalty: 2971.309082
	Iteration 62Q: 3 clusters Score -959031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -959032.750000 Penalty: 2971.309082
	Iteration 63Q: 3 clusters Score -959032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -959032.375000 Penalty: 2971.309082
	Iteration 64Q: 3 clusters Score -959032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -959032.625000 Penalty: 2971.309082
	Iteration 65Q: 3 clusters Score -959032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -959035.000000 Penalty: 2971.309082
	Iteration 66Q: 3 clusters Score -959035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -959035.500000 Penalty: 2971.309082
	Iteration 67Q: 3 clusters Score -959035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -959035.625000 Penalty: 2971.309082
	Iteration 68Q: 3 clusters Score -959035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -959036.750000 Penalty: 2971.309082
	Iteration 69Q: 3 clusters Score -959036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -959039.812500 Penalty: 2971.309082
	Iteration 70Q: 3 clusters Score -959039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -959041.687500 Penalty: 2971.309082
	Iteration 71Q: 3 clusters Score -959041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -959041.000000 Penalty: 2971.309082
	Iteration 72Q: 3 clusters Score -959041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -959041.937500 Penalty: 2971.309082
	Iteration 73Q: 3 clusters Score -959041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -959044.625000 Penalty: 2971.309082
	Iteration 74Q: 3 clusters Score -959044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -959044.000000 Penalty: 2971.309082
	Iteration 75Q: 3 clusters Score -959044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -959043.062500 Penalty: 2971.309082
	Iteration 76Q: 3 clusters Score -959043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -959044.375000 Penalty: 2971.309082
	Iteration 77Q: 3 clusters Score -959044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -959045.750000 Penalty: 2971.309082
	Iteration 78Q: 3 clusters Score -959045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -959046.437500 Penalty: 2971.309082
	Iteration 79Q: 3 clusters Score -959046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -959046.937500 Penalty: 2971.309082
	Iteration 80F: 3 clusters Score -959046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -959046.750000 Penalty: 2971.309082
	Iteration 81Q: 3 clusters Score -959046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -959046.750000 Penalty: 2971.309082
	Iteration 82F: 3 clusters Score -959046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -559024.125000 Penalty: 1417.021729
	Iteration 0F: 2 clusters Score -559024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -554399.812500 Penalty: 2834.043457
	Iteration 0F: 3 clusters Score -554399.8 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -555905.187500 Penalty: 2834.043457
	Iteration 1F: 3 clusters Score -555905.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -556295.875000 Penalty: 2834.043457
	Iteration 2F: 3 clusters Score -556295.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -556679.187500 Penalty: 2834.043457
	Iteration 3F: 3 clusters Score -556679.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -557059.437500 Penalty: 2834.043457
	Iteration 4F: 3 clusters Score -557059.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -557439.250000 Penalty: 2834.043457
	Iteration 5F: 3 clusters Score -557439.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -557802.812500 Penalty: 2834.043457
	Iteration 6F: 3 clusters Score -557802.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -558124.125000 Penalty: 2834.043457
	Iteration 7Q: 3 clusters Score -558124.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -558382.187500 Penalty: 2834.043457
	Iteration 8Q: 3 clusters Score -558382.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -558514.562500 Penalty: 2834.043457
	Iteration 9Q: 3 clusters Score -558514.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -558577.437500 Penalty: 2834.043457
	Iteration 10Q: 3 clusters Score -558577.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -558624.000000 Penalty: 2834.043457
	Iteration 11Q: 3 clusters Score -558624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -558652.437500 Penalty: 2834.043457
	Iteration 12Q: 3 clusters Score -558652.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -558675.375000 Penalty: 2834.043457
	Iteration 13Q: 3 clusters Score -558675.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -558699.625000 Penalty: 2834.043457
	Iteration 14Q: 3 clusters Score -558699.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -558721.187500 Penalty: 2834.043457
	Iteration 15Q: 3 clusters Score -558721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -558733.125000 Penalty: 2834.043457
	Iteration 16Q: 3 clusters Score -558733.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -558745.500000 Penalty: 2834.043457
	Iteration 17Q: 3 clusters Score -558745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -558754.250000 Penalty: 2834.043457
	Iteration 18Q: 3 clusters Score -558754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -558757.437500 Penalty: 2834.043457
	Iteration 19Q: 3 clusters Score -558757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -558761.687500 Penalty: 2834.043457
	Iteration 20F: 3 clusters Score -558761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -558766.250000 Penalty: 2834.043457
	Iteration 21Q: 3 clusters Score -558766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -558768.937500 Penalty: 2834.043457
	Iteration 22Q: 3 clusters Score -558768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -558772.187500 Penalty: 2834.043457
	Iteration 23Q: 3 clusters Score -558772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -558776.875000 Penalty: 2834.043457
	Iteration 24Q: 3 clusters Score -558776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -558786.125000 Penalty: 2834.043457
	Iteration 25Q: 3 clusters Score -558786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -558791.437500 Penalty: 2834.043457
	Iteration 26Q: 3 clusters Score -558791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -558796.437500 Penalty: 2834.043457
	Iteration 27Q: 3 clusters Score -558796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -558800.875000 Penalty: 2834.043457
	Iteration 28Q: 3 clusters Score -558800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -558809.250000 Penalty: 2834.043457
	Iteration 29Q: 3 clusters Score -558809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -558813.250000 Penalty: 2834.043457
	Iteration 30Q: 3 clusters Score -558813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -558817.750000 Penalty: 2834.043457
	Iteration 31Q: 3 clusters Score -558817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -558819.437500 Penalty: 2834.043457
	Iteration 32Q: 3 clusters Score -558819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -558819.437500 Penalty: 2834.043457
	Iteration 33F: 3 clusters Score -558819.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Entering Unmasked Estep 
Score: -794261.812500 Penalty: 1455.302368
	Iteration 0F: 2 clusters Score -794261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -788596.562500 Penalty: 2910.604736
	Iteration 0F: 3 clusters Score -788596.6 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -790302.062500 Penalty: 2910.604736
	Iteration 1F: 3 clusters Score -790302.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -790528.937500 Penalty: 2910.604736
	Iteration 2F: 3 clusters Score -790528.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -790698.375000 Penalty: 2910.604736
	Iteration 3F: 3 clusters Score -790698.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -790826.000000 Penalty: 2910.604736
	Iteration 4Q: 3 clusters Score -790826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -790946.000000 Penalty: 2910.604736
	Iteration 5Q: 3 clusters Score -790946 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -791052.812500 Penalty: 2910.604736
	Iteration 6Q: 3 clusters Score -791052.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -791148.500000 Penalty: 2910.604736
	Iteration 7Q: 3 clusters Score -791148.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -791265.562500 Penalty: 2910.604736
	Iteration 8Q: 3 clusters Score -791265.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -791387.062500 Penalty: 2910.604736
	Iteration 9Q: 3 clusters Score -791387.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -791513.687500 Penalty: 2910.604736
	Iteration 10Q: 3 clusters Score -791513.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -791667.625000 Penalty: 2910.604736
	Iteration 11Q: 3 clusters Score -791667.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -791851.062500 Penalty: 2910.604736
	Iteration 12Q: 3 clusters Score -791851.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -792034.625000 Penalty: 2910.604736
	Iteration 13Q: 3 clusters Score -792034.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -792201.562500 Penalty: 2910.604736
	Iteration 14Q: 3 clusters Score -792201.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -792410.875000 Penalty: 2910.604736
	Iteration 15Q: 3 clusters Score -792410.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -792605.500000 Penalty: 2910.604736
	Iteration 16Q: 3 clusters Score -792605.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -792791.125000 Penalty: 2910.604736
	Iteration 17Q: 3 clusters Score -792791.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -792927.937500 Penalty: 2910.604736
	Iteration 18Q: 3 clusters Score -792927.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -793038.687500 Penalty: 2910.604736
	Iteration 19Q: 3 clusters Score -793038.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -793132.687500 Penalty: 2910.604736
	Iteration 20F: 3 clusters Score -793132.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -793201.937500 Penalty: 2910.604736
	Iteration 21Q: 3 clusters Score -793201.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -793244.937500 Penalty: 2910.604736
	Iteration 22Q: 3 clusters Score -793244.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -793285.562500 Penalty: 2910.604736
	Iteration 23Q: 3 clusters Score -793285.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -793309.000000 Penalty: 2910.604736
	Iteration 24Q: 3 clusters Score -793309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -793337.812500 Penalty: 2910.604736
	Iteration 25Q: 3 clusters Score -793337.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -793366.062500 Penalty: 2910.604736
	Iteration 26Q: 3 clusters Score -793366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -793377.187500 Penalty: 2910.604736
	Iteration 27Q: 3 clusters Score -793377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -793389.500000 Penalty: 2910.604736
	Iteration 28Q: 3 clusters Score -793389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -793400.125000 Penalty: 2910.604736
	Iteration 29Q: 3 clusters Score -793400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -793405.437500 Penalty: 2910.604736
	Iteration 30Q: 3 clusters Score -793405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -793411.312500 Penalty: 2910.604736
	Iteration 31Q: 3 clusters Score -793411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -793411.000000 Penalty: 2910.604736
	Iteration 32Q: 3 clusters Score -793411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -793411.750000 Penalty: 2910.604736
	Iteration 33F: 3 clusters Score -793411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -793416.250000 Penalty: 2910.604736
	Iteration 34Q: 3 clusters Score -793416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -793421.187500 Penalty: 2910.604736
	Iteration 35Q: 3 clusters Score -793421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -793429.000000 Penalty: 2910.604736
	Iteration 36Q: 3 clusters Score -793429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -793436.312500 Penalty: 2910.604736
	Iteration 37Q: 3 clusters Score -793436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -793444.625000 Penalty: 2910.604736
	Iteration 38Q: 3 clusters Score -793444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -793455.000000 Penalty: 2910.604736
	Iteration 39Q: 3 clusters Score -793455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -793465.125000 Penalty: 2910.604736
	Iteration 40F: 3 clusters Score -793465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -793472.750000 Penalty: 2910.604736
	Iteration 41Q: 3 clusters Score -793472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -793474.687500 Penalty: 2910.604736
	Iteration 42Q: 3 clusters Score -793474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -793477.750000 Penalty: 2910.604736
	Iteration 43Q: 3 clusters Score -793477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -793478.875000 Penalty: 2910.604736
	Iteration 44Q: 3 clusters Score -793478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -793481.625000 Penalty: 2910.604736
	Iteration 45Q: 3 clusters Score -793481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -793481.625000 Penalty: 2910.604736
	Iteration 46F: 3 clusters Score -793481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -382730.406250 Penalty: 1345.615601
	Iteration 0F: 2 clusters Score -382730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -379434.750000 Penalty: 2691.231201
	Iteration 0F: 3 clusters Score -379434.8 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -380283.750000 Penalty: 2691.231201
	Iteration 1F: 3 clusters Score -380283.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -380482.812500 Penalty: 2691.231201
	Iteration 2F: 3 clusters Score -380482.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -380635.218750 Penalty: 2691.231201
	Iteration 3F: 3 clusters Score -380635.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380788.437500 Penalty: 2691.231201
	Iteration 4F: 3 clusters Score -380788.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -380955.218750 Penalty: 2691.231201
	Iteration 5F: 3 clusters Score -380955.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -381135.218750 Penalty: 2691.231201
	Iteration 6F: 3 clusters Score -381135.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -381255.593750 Penalty: 2691.231201
	Iteration 7Q: 3 clusters Score -381255.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -381382.500000 Penalty: 2691.231201
	Iteration 8Q: 3 clusters Score -381382.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -381493.593750 Penalty: 2691.231201
	Iteration 9Q: 3 clusters Score -381493.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -381578.343750 Penalty: 2691.231201
	Iteration 10Q: 3 clusters Score -381578.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -381655.281250 Penalty: 2691.231201
	Iteration 11Q: 3 clusters Score -381655.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -381721.156250 Penalty: 2691.231201
	Iteration 12Q: 3 clusters Score -381721.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -381792.593750 Penalty: 2691.231201
	Iteration 13Q: 3 clusters Score -381792.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -381868.750000 Penalty: 2691.231201
	Iteration 14Q: 3 clusters Score -381868.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -381919.906250 Penalty: 2691.231201
	Iteration 15Q: 3 clusters Score -381919.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -381964.031250 Penalty: 2691.231201
	Iteration 16Q: 3 clusters Score -381964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -381994.093750 Penalty: 2691.231201
	Iteration 17Q: 3 clusters Score -381994.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -382013.281250 Penalty: 2691.231201
	Iteration 18Q: 3 clusters Score -382013.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -382024.187500 Penalty: 2691.231201
	Iteration 19Q: 3 clusters Score -382024.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -382034.531250 Penalty: 2691.231201
	Iteration 20F: 3 clusters Score -382034.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -382040.062500 Penalty: 2691.231201
	Iteration 21Q: 3 clusters Score -382040.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -382043.843750 Penalty: 2691.231201
	Iteration 22Q: 3 clusters Score -382043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -382045.000000 Penalty: 2691.231201
	Iteration 23Q: 3 clusters Score -382045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -382047.187500 Penalty: 2691.231201
	Iteration 24Q: 3 clusters Score -382047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -382049.218750 Penalty: 2691.231201
	Iteration 25Q: 3 clusters Score -382049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -382051.968750 Penalty: 2691.231201
	Iteration 26Q: 3 clusters Score -382052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -382052.718750 Penalty: 2691.231201
	Iteration 27Q: 3 clusters Score -382052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -382053.750000 Penalty: 2691.231201
	Iteration 28Q: 3 clusters Score -382053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -382054.937500 Penalty: 2691.231201
	Iteration 29Q: 3 clusters Score -382054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -382056.812500 Penalty: 2691.231201
	Iteration 30Q: 3 clusters Score -382056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -382058.093750 Penalty: 2691.231201
	Iteration 31Q: 3 clusters Score -382058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -382058.937500 Penalty: 2691.231201
	Iteration 32Q: 3 clusters Score -382058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -382059.312500 Penalty: 2691.231201
	Iteration 33Q: 3 clusters Score -382059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -382059.781250 Penalty: 2691.231201
	Iteration 34Q: 3 clusters Score -382059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -382060.937500 Penalty: 2691.231201
	Iteration 35Q: 3 clusters Score -382060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -382061.156250 Penalty: 2691.231201
	Iteration 36Q: 3 clusters Score -382061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -382061.718750 Penalty: 2691.231201
	Iteration 37Q: 3 clusters Score -382061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -382061.437500 Penalty: 2691.231201
	Iteration 38Q: 3 clusters Score -382061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -382061.437500 Penalty: 2691.231201
	Iteration 39F: 3 clusters Score -382061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -153785.093750 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -153785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151975.593750 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -151975.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152350.140625 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -152350.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152452.625000 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -152452.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152519.828125 Penalty: 2383.869141
	Iteration 3F: 3 clusters Score -152519.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152563.609375 Penalty: 2383.869141
	Iteration 4Q: 3 clusters Score -152563.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152598.296875 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -152598.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152643.093750 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -152643.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152698.125000 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -152698.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152741.046875 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -152741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152826.734375 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -152826.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152937.187500 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -152937.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -153055.109375 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -153055.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153166.000000 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -153166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -153273.562500 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -153273.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153386.109375 Penalty: 2383.869141
	Iteration 14Q: 3 clusters Score -153386.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -153486.000000 Penalty: 2383.869141
	Iteration 15Q: 3 clusters Score -153486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153565.890625 Penalty: 2383.869141
	Iteration 16Q: 3 clusters Score -153565.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153631.625000 Penalty: 2383.869141
	Iteration 17Q: 3 clusters Score -153631.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153657.468750 Penalty: 2383.869141
	Iteration 18Q: 3 clusters Score -153657.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -153670.875000 Penalty: 2383.869141
	Iteration 19Q: 3 clusters Score -153670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -153683.375000 Penalty: 2383.869141
	Iteration 20F: 3 clusters Score -153683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -153688.078125 Penalty: 2383.869141
	Iteration 21Q: 3 clusters Score -153688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153688.453125 Penalty: 2383.869141
	Iteration 22Q: 3 clusters Score -153688.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153688.453125 Penalty: 2383.869141
	Iteration 23F: 3 clusters Score -153688.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Entering Unmasked Estep 
Score: -2354834.500000 Penalty: 1632.056396
	Iteration 0F: 2 clusters Score -2354834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2339299.250000 Penalty: 3264.112793
	Iteration 0F: 3 clusters Score -2339299 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2344928.750000 Penalty: 3264.112793
	Iteration 1F: 3 clusters Score -2344929 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2345249.500000 Penalty: 3264.112793
	Iteration 2Q: 3 clusters Score -2345250 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2345546.750000 Penalty: 3264.112793
	Iteration 3Q: 3 clusters Score -2345547 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2345842.500000 Penalty: 3264.112793
	Iteration 4Q: 3 clusters Score -2345842 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2346167.000000 Penalty: 3264.112793
	Iteration 5Q: 3 clusters Score -2346167 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2346550.000000 Penalty: 3264.112793
	Iteration 6Q: 3 clusters Score -2346550 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2346972.750000 Penalty: 3264.112793
	Iteration 7Q: 3 clusters Score -2346973 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2347506.750000 Penalty: 3264.112793
	Iteration 8Q: 3 clusters Score -2347507 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2348216.750000 Penalty: 3264.112793
	Iteration 9F: 3 clusters Score -2348217 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2349155.750000 Penalty: 3264.112793
	Iteration 10F: 3 clusters Score -2349156 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2350166.750000 Penalty: 3264.112793
	Iteration 11F: 3 clusters Score -2350167 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2351062.750000 Penalty: 3264.112793
	Iteration 12F: 3 clusters Score -2351063 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2351759.500000 Penalty: 3264.112793
	Iteration 13Q: 3 clusters Score -2351760 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2352216.250000 Penalty: 3264.112793
	Iteration 14Q: 3 clusters Score -2352216 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2352560.750000 Penalty: 3264.112793
	Iteration 15Q: 3 clusters Score -2352561 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2352849.750000 Penalty: 3264.112793
	Iteration 16Q: 3 clusters Score -2352850 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2353113.000000 Penalty: 3264.112793
	Iteration 17Q: 3 clusters Score -2353113 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2353299.500000 Penalty: 3264.112793
	Iteration 18Q: 3 clusters Score -2353300 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2353444.500000 Penalty: 3264.112793
	Iteration 19Q: 3 clusters Score -2353444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2353539.250000 Penalty: 3264.112793
	Iteration 20F: 3 clusters Score -2353539 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2353595.750000 Penalty: 3264.112793
	Iteration 21Q: 3 clusters Score -2353596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2353636.750000 Penalty: 3264.112793
	Iteration 22Q: 3 clusters Score -2353637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2353666.750000 Penalty: 3264.112793
	Iteration 23Q: 3 clusters Score -2353667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2353675.000000 Penalty: 3264.112793
	Iteration 24Q: 3 clusters Score -2353675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2353699.500000 Penalty: 3264.112793
	Iteration 25Q: 3 clusters Score -2353700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2353711.750000 Penalty: 3264.112793
	Iteration 26Q: 3 clusters Score -2353712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2353725.750000 Penalty: 3264.112793
	Iteration 27Q: 3 clusters Score -2353726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2353738.250000 Penalty: 3264.112793
	Iteration 28Q: 3 clusters Score -2353738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2353741.000000 Penalty: 3264.112793
	Iteration 29Q: 3 clusters Score -2353741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2353746.750000 Penalty: 3264.112793
	Iteration 30Q: 3 clusters Score -2353747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2353759.750000 Penalty: 3264.112793
	Iteration 31Q: 3 clusters Score -2353760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2353757.250000 Penalty: 3264.112793
	Iteration 32Q: 3 clusters Score -2353757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2353763.250000 Penalty: 3264.112793
	Iteration 33Q: 3 clusters Score -2353763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2353763.500000 Penalty: 3264.112793
	Iteration 34Q: 3 clusters Score -2353764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2353771.250000 Penalty: 3264.112793
	Iteration 35Q: 3 clusters Score -2353771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2353771.000000 Penalty: 3264.112793
	Iteration 36Q: 3 clusters Score -2353771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2353776.750000 Penalty: 3264.112793
	Iteration 37Q: 3 clusters Score -2353777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2353776.750000 Penalty: 3264.112793
	Iteration 38Q: 3 clusters Score -2353777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2353782.000000 Penalty: 3264.112793
	Iteration 39Q: 3 clusters Score -2353782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2353786.750000 Penalty: 3264.112793
	Iteration 40F: 3 clusters Score -2353787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2353790.250000 Penalty: 3264.112793
	Iteration 41Q: 3 clusters Score -2353790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2353793.000000 Penalty: 3264.112793
	Iteration 42Q: 3 clusters Score -2353793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2353795.750000 Penalty: 3264.112793
	Iteration 43Q: 3 clusters Score -2353796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2353796.000000 Penalty: 3264.112793
	Iteration 44Q: 3 clusters Score -2353796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2353795.500000 Penalty: 3264.112793
	Iteration 45Q: 3 clusters Score -2353796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2353795.750000 Penalty: 3264.112793
	Iteration 46Q: 3 clusters Score -2353796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2353797.250000 Penalty: 3264.112793
	Iteration 47Q: 3 clusters Score -2353797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2353797.250000 Penalty: 3264.112793
	Iteration 48F: 3 clusters Score -2353797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -553387.437500 Penalty: 1402.894531
	Iteration 0F: 2 clusters Score -553387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -549030.000000 Penalty: 2805.789062
	Iteration 0F: 3 clusters Score -549030 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -550330.562500 Penalty: 2805.789062
	Iteration 1F: 3 clusters Score -550330.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -550629.625000 Penalty: 2805.789062
	Iteration 2F: 3 clusters Score -550629.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -550869.875000 Penalty: 2805.789062
	Iteration 3F: 3 clusters Score -550869.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -551057.687500 Penalty: 2805.789062
	Iteration 4F: 3 clusters Score -551057.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -551214.125000 Penalty: 2805.789062
	Iteration 5Q: 3 clusters Score -551214.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -551360.937500 Penalty: 2805.789062
	Iteration 6Q: 3 clusters Score -551360.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -551466.750000 Penalty: 2805.789062
	Iteration 7Q: 3 clusters Score -551466.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -551548.625000 Penalty: 2805.789062
	Iteration 8Q: 3 clusters Score -551548.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -551619.250000 Penalty: 2805.789062
	Iteration 9Q: 3 clusters Score -551619.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -551698.062500 Penalty: 2805.789062
	Iteration 10Q: 3 clusters Score -551698.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -551767.687500 Penalty: 2805.789062
	Iteration 11Q: 3 clusters Score -551767.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -551841.187500 Penalty: 2805.789062
	Iteration 12Q: 3 clusters Score -551841.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -551907.625000 Penalty: 2805.789062
	Iteration 13Q: 3 clusters Score -551907.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -551979.500000 Penalty: 2805.789062
	Iteration 14Q: 3 clusters Score -551979.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -552057.187500 Penalty: 2805.789062
	Iteration 15Q: 3 clusters Score -552057.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -552112.687500 Penalty: 2805.789062
	Iteration 16Q: 3 clusters Score -552112.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -552159.937500 Penalty: 2805.789062
	Iteration 17Q: 3 clusters Score -552159.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -552217.437500 Penalty: 2805.789062
	Iteration 18Q: 3 clusters Score -552217.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -552261.000000 Penalty: 2805.789062
	Iteration 19Q: 3 clusters Score -552261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -552281.187500 Penalty: 2805.789062
	Iteration 20F: 3 clusters Score -552281.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -552300.187500 Penalty: 2805.789062
	Iteration 21Q: 3 clusters Score -552300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -552313.750000 Penalty: 2805.789062
	Iteration 22Q: 3 clusters Score -552313.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -552322.750000 Penalty: 2805.789062
	Iteration 23Q: 3 clusters Score -552322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -552327.500000 Penalty: 2805.789062
	Iteration 24Q: 3 clusters Score -552327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -552331.750000 Penalty: 2805.789062
	Iteration 25Q: 3 clusters Score -552331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -552333.687500 Penalty: 2805.789062
	Iteration 26Q: 3 clusters Score -552333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -552338.000000 Penalty: 2805.789062
	Iteration 27Q: 3 clusters Score -552338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -552341.250000 Penalty: 2805.789062
	Iteration 28Q: 3 clusters Score -552341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -552344.500000 Penalty: 2805.789062
	Iteration 29Q: 3 clusters Score -552344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -552349.562500 Penalty: 2805.789062
	Iteration 30Q: 3 clusters Score -552349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -552354.250000 Penalty: 2805.789062
	Iteration 31Q: 3 clusters Score -552354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -552361.062500 Penalty: 2805.789062
	Iteration 32Q: 3 clusters Score -552361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -552364.062500 Penalty: 2805.789062
	Iteration 33Q: 3 clusters Score -552364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -552366.875000 Penalty: 2805.789062
	Iteration 34Q: 3 clusters Score -552366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -552371.687500 Penalty: 2805.789062
	Iteration 35Q: 3 clusters Score -552371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -552373.687500 Penalty: 2805.789062
	Iteration 36Q: 3 clusters Score -552373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -552377.625000 Penalty: 2805.789062
	Iteration 37Q: 3 clusters Score -552377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -552378.562500 Penalty: 2805.789062
	Iteration 38Q: 3 clusters Score -552378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -552378.562500 Penalty: 2805.789062
	Iteration 39F: 3 clusters Score -552378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -162600.218750 Penalty: 1207.778564
	Iteration 0F: 2 clusters Score -162600.2 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 823 members 
Entering Unmasked Estep 
Score: -160724.921875 Penalty: 2415.557129
	Iteration 0F: 3 clusters Score -160724.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161190.484375 Penalty: 2415.557129
	Iteration 1F: 3 clusters Score -161190.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161390.031250 Penalty: 2415.557129
	Iteration 2F: 3 clusters Score -161390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161562.406250 Penalty: 2415.557129
	Iteration 3F: 3 clusters Score -161562.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -161663.093750 Penalty: 2415.557129
	Iteration 4F: 3 clusters Score -161663.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161724.578125 Penalty: 2415.557129
	Iteration 5Q: 3 clusters Score -161724.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -161786.703125 Penalty: 2415.557129
	Iteration 6Q: 3 clusters Score -161786.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161858.984375 Penalty: 2415.557129
	Iteration 7Q: 3 clusters Score -161859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -161910.265625 Penalty: 2415.557129
	Iteration 8Q: 3 clusters Score -161910.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161938.171875 Penalty: 2415.557129
	Iteration 9Q: 3 clusters Score -161938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -161952.093750 Penalty: 2415.557129
	Iteration 10Q: 3 clusters Score -161952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -161959.531250 Penalty: 2415.557129
	Iteration 11Q: 3 clusters Score -161959.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161966.140625 Penalty: 2415.557129
	Iteration 12Q: 3 clusters Score -161966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -161971.062500 Penalty: 2415.557129
	Iteration 13Q: 3 clusters Score -161971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -161973.218750 Penalty: 2415.557129
	Iteration 14Q: 3 clusters Score -161973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161973.765625 Penalty: 2415.557129
	Iteration 15Q: 3 clusters Score -161973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -161974.156250 Penalty: 2415.557129
	Iteration 16Q: 3 clusters Score -161974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -161974.156250 Penalty: 2415.557129
	Iteration 17F: 3 clusters Score -161974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -191589.187500 Penalty: 1240.186401
	Iteration 0F: 2 clusters Score -191589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -189448.546875 Penalty: 2480.372803
	Iteration 0F: 3 clusters Score -189448.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -189921.046875 Penalty: 2480.372803
	Iteration 1F: 3 clusters Score -189921 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -190046.671875 Penalty: 2480.372803
	Iteration 2F: 3 clusters Score -190046.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -190131.687500 Penalty: 2480.372803
	Iteration 3F: 3 clusters Score -190131.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -190211.843750 Penalty: 2480.372803
	Iteration 4Q: 3 clusters Score -190211.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -190305.828125 Penalty: 2480.372803
	Iteration 5Q: 3 clusters Score -190305.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -190400.156250 Penalty: 2480.372803
	Iteration 6Q: 3 clusters Score -190400.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -190497.437500 Penalty: 2480.372803
	Iteration 7Q: 3 clusters Score -190497.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190594.906250 Penalty: 2480.372803
	Iteration 8Q: 3 clusters Score -190594.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190701.031250 Penalty: 2480.372803
	Iteration 9Q: 3 clusters Score -190701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -190775.734375 Penalty: 2480.372803
	Iteration 10Q: 3 clusters Score -190775.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -190855.578125 Penalty: 2480.372803
	Iteration 11Q: 3 clusters Score -190855.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190923.812500 Penalty: 2480.372803
	Iteration 12Q: 3 clusters Score -190923.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -190954.984375 Penalty: 2480.372803
	Iteration 13Q: 3 clusters Score -190955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -190975.421875 Penalty: 2480.372803
	Iteration 14Q: 3 clusters Score -190975.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190990.062500 Penalty: 2480.372803
	Iteration 15Q: 3 clusters Score -190990.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -191010.875000 Penalty: 2480.372803
	Iteration 16Q: 3 clusters Score -191010.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -191024.359375 Penalty: 2480.372803
	Iteration 17Q: 3 clusters Score -191024.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -191032.281250 Penalty: 2480.372803
	Iteration 18Q: 3 clusters Score -191032.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -191037.984375 Penalty: 2480.372803
	Iteration 19Q: 3 clusters Score -191038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -191048.265625 Penalty: 2480.372803
	Iteration 20F: 3 clusters Score -191048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -191058.984375 Penalty: 2480.372803
	Iteration 21Q: 3 clusters Score -191059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -191067.921875 Penalty: 2480.372803
	Iteration 22Q: 3 clusters Score -191067.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -191073.750000 Penalty: 2480.372803
	Iteration 23Q: 3 clusters Score -191073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -191082.750000 Penalty: 2480.372803
	Iteration 24Q: 3 clusters Score -191082.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -191088.906250 Penalty: 2480.372803
	Iteration 25Q: 3 clusters Score -191088.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -191094.687500 Penalty: 2480.372803
	Iteration 26Q: 3 clusters Score -191094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -191095.390625 Penalty: 2480.372803
	Iteration 27Q: 3 clusters Score -191095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -191096.859375 Penalty: 2480.372803
	Iteration 28Q: 3 clusters Score -191096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -191096.859375 Penalty: 2480.372803
	Iteration 29F: 3 clusters Score -191096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -267112.718750 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -267112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -264506.156250 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -264506.2 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -265180.156250 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -265180.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -265358.312500 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -265358.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -265516.218750 Penalty: 2575.205811
	Iteration 3F: 3 clusters Score -265516.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -265790.750000 Penalty: 2575.205811
	Iteration 4F: 3 clusters Score -265790.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -266096.937500 Penalty: 2575.205811
	Iteration 5F: 3 clusters Score -266096.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266346.062500 Penalty: 2575.205811
	Iteration 6F: 3 clusters Score -266346.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266607.437500 Penalty: 2575.205811
	Iteration 7F: 3 clusters Score -266607.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -266779.968750 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -266780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -266880.625000 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -266880.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266931.593750 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -266931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -266952.906250 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -266952.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -266969.750000 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -266969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -266975.281250 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -266975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -266979.875000 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -266979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -266983.187500 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -266983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -266986.750000 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -266986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -266989.875000 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -266989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -266992.812500 Penalty: 2575.205811
	Iteration 18Q: 3 clusters Score -266992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -266995.406250 Penalty: 2575.205811
	Iteration 19Q: 3 clusters Score -266995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266997.281250 Penalty: 2575.205811
	Iteration 20F: 3 clusters Score -266997.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -266998.093750 Penalty: 2575.205811
	Iteration 21Q: 3 clusters Score -266998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266999.781250 Penalty: 2575.205811
	Iteration 22Q: 3 clusters Score -266999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -267002.062500 Penalty: 2575.205811
	Iteration 23Q: 3 clusters Score -267002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -267003.812500 Penalty: 2575.205811
	Iteration 24Q: 3 clusters Score -267003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -267004.937500 Penalty: 2575.205811
	Iteration 25Q: 3 clusters Score -267004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -267005.343750 Penalty: 2575.205811
	Iteration 26Q: 3 clusters Score -267005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267005.781250 Penalty: 2575.205811
	Iteration 27Q: 3 clusters Score -267005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -267006.906250 Penalty: 2575.205811
	Iteration 28Q: 3 clusters Score -267006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267007.281250 Penalty: 2575.205811
	Iteration 29Q: 3 clusters Score -267007.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267007.281250 Penalty: 2575.205811
	Iteration 30F: 3 clusters Score -267007.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -486439.718750 Penalty: 1382.738647
	Iteration 0F: 2 clusters Score -486439.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -482470.343750 Penalty: 2765.477295
	Iteration 0F: 3 clusters Score -482470.3 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -483672.343750 Penalty: 2765.477295
	Iteration 1F: 3 clusters Score -483672.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -483907.125000 Penalty: 2765.477295
	Iteration 2F: 3 clusters Score -483907.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -484095.187500 Penalty: 2765.477295
	Iteration 3F: 3 clusters Score -484095.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -484258.687500 Penalty: 2765.477295
	Iteration 4Q: 3 clusters Score -484258.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -484413.781250 Penalty: 2765.477295
	Iteration 5Q: 3 clusters Score -484413.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -484559.281250 Penalty: 2765.477295
	Iteration 6Q: 3 clusters Score -484559.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -484709.000000 Penalty: 2765.477295
	Iteration 7Q: 3 clusters Score -484709 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -484854.937500 Penalty: 2765.477295
	Iteration 8Q: 3 clusters Score -484854.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -484986.218750 Penalty: 2765.477295
	Iteration 9Q: 3 clusters Score -484986.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -485089.343750 Penalty: 2765.477295
	Iteration 10Q: 3 clusters Score -485089.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -485176.156250 Penalty: 2765.477295
	Iteration 11Q: 3 clusters Score -485176.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -485251.468750 Penalty: 2765.477295
	Iteration 12Q: 3 clusters Score -485251.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -485320.968750 Penalty: 2765.477295
	Iteration 13Q: 3 clusters Score -485321 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -485392.843750 Penalty: 2765.477295
	Iteration 14Q: 3 clusters Score -485392.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -485438.250000 Penalty: 2765.477295
	Iteration 15Q: 3 clusters Score -485438.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -485473.906250 Penalty: 2765.477295
	Iteration 16Q: 3 clusters Score -485473.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -485510.843750 Penalty: 2765.477295
	Iteration 17Q: 3 clusters Score -485510.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -485543.218750 Penalty: 2765.477295
	Iteration 18Q: 3 clusters Score -485543.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -485570.406250 Penalty: 2765.477295
	Iteration 19Q: 3 clusters Score -485570.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -485597.437500 Penalty: 2765.477295
	Iteration 20F: 3 clusters Score -485597.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -485621.218750 Penalty: 2765.477295
	Iteration 21Q: 3 clusters Score -485621.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -485640.437500 Penalty: 2765.477295
	Iteration 22Q: 3 clusters Score -485640.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -485651.187500 Penalty: 2765.477295
	Iteration 23Q: 3 clusters Score -485651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -485659.406250 Penalty: 2765.477295
	Iteration 24Q: 3 clusters Score -485659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -485665.406250 Penalty: 2765.477295
	Iteration 25Q: 3 clusters Score -485665.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -485672.156250 Penalty: 2765.477295
	Iteration 26Q: 3 clusters Score -485672.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -485676.843750 Penalty: 2765.477295
	Iteration 27Q: 3 clusters Score -485676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -485681.593750 Penalty: 2765.477295
	Iteration 28Q: 3 clusters Score -485681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -485684.718750 Penalty: 2765.477295
	Iteration 29Q: 3 clusters Score -485684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485689.562500 Penalty: 2765.477295
	Iteration 30Q: 3 clusters Score -485689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -485695.312500 Penalty: 2765.477295
	Iteration 31Q: 3 clusters Score -485695.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -485699.968750 Penalty: 2765.477295
	Iteration 32Q: 3 clusters Score -485700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -485704.406250 Penalty: 2765.477295
	Iteration 33Q: 3 clusters Score -485704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -485708.093750 Penalty: 2765.477295
	Iteration 34Q: 3 clusters Score -485708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -485711.843750 Penalty: 2765.477295
	Iteration 35Q: 3 clusters Score -485711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -485715.937500 Penalty: 2765.477295
	Iteration 36Q: 3 clusters Score -485715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -485718.375000 Penalty: 2765.477295
	Iteration 37Q: 3 clusters Score -485718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -485719.625000 Penalty: 2765.477295
	Iteration 38Q: 3 clusters Score -485719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -485721.656250 Penalty: 2765.477295
	Iteration 39Q: 3 clusters Score -485721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485721.687500 Penalty: 2765.477295
	Iteration 40F: 3 clusters Score -485721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485721.500000 Penalty: 2765.477295
	Iteration 41Q: 3 clusters Score -485721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485723.031250 Penalty: 2765.477295
	Iteration 42Q: 3 clusters Score -485723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -485723.031250 Penalty: 2765.477295
	Iteration 43Q: 3 clusters Score -485723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -485723.781250 Penalty: 2765.477295
	Iteration 44Q: 3 clusters Score -485723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -485723.843750 Penalty: 2765.477295
	Iteration 45Q: 3 clusters Score -485723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -485723.781250 Penalty: 2765.477295
	Iteration 46Q: 3 clusters Score -485723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -485723.781250 Penalty: 2765.477295
	Iteration 47F: 3 clusters Score -485723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -694711.375000 Penalty: 1434.248901
	Iteration 0F: 2 clusters Score -694711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -689648.687500 Penalty: 2868.497803
	Iteration 0F: 3 clusters Score -689648.7 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -691174.562500 Penalty: 2868.497803
	Iteration 1F: 3 clusters Score -691174.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -691486.875000 Penalty: 2868.497803
	Iteration 2F: 3 clusters Score -691486.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -691822.812500 Penalty: 2868.497803
	Iteration 3F: 3 clusters Score -691822.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -692200.625000 Penalty: 2868.497803
	Iteration 4F: 3 clusters Score -692200.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -692652.000000 Penalty: 2868.497803
	Iteration 5F: 3 clusters Score -692652 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -693135.500000 Penalty: 2868.497803
	Iteration 6F: 3 clusters Score -693135.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -693553.937500 Penalty: 2868.497803
	Iteration 7F: 3 clusters Score -693553.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -693929.687500 Penalty: 2868.497803
	Iteration 8Q: 3 clusters Score -693929.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -694182.500000 Penalty: 2868.497803
	Iteration 9Q: 3 clusters Score -694182.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -694327.687500 Penalty: 2868.497803
	Iteration 10Q: 3 clusters Score -694327.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -694408.625000 Penalty: 2868.497803
	Iteration 11Q: 3 clusters Score -694408.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -694445.312500 Penalty: 2868.497803
	Iteration 12Q: 3 clusters Score -694445.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -694460.875000 Penalty: 2868.497803
	Iteration 13Q: 3 clusters Score -694460.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -694474.187500 Penalty: 2868.497803
	Iteration 14Q: 3 clusters Score -694474.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -694482.062500 Penalty: 2868.497803
	Iteration 15Q: 3 clusters Score -694482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -694484.562500 Penalty: 2868.497803
	Iteration 16Q: 3 clusters Score -694484.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -694487.437500 Penalty: 2868.497803
	Iteration 17Q: 3 clusters Score -694487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -694487.687500 Penalty: 2868.497803
	Iteration 18Q: 3 clusters Score -694487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -694487.937500 Penalty: 2868.497803
	Iteration 19Q: 3 clusters Score -694487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -694487.062500 Penalty: 2868.497803
	Iteration 20F: 3 clusters Score -694487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -269736.500000 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -269736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -267182.031250 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -267182 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -267753.812500 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -267753.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -267890.062500 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -267890.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -267987.187500 Penalty: 2572.013184
	Iteration 3F: 3 clusters Score -267987.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -268065.500000 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -268065.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -268153.937500 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -268153.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -268235.625000 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -268235.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -268323.750000 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -268323.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -268390.843750 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -268390.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -268438.625000 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -268438.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -268484.531250 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -268484.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -268520.656250 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -268520.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -268544.406250 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -268544.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -268563.062500 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -268563.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -268582.718750 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -268582.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -268596.312500 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -268596.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -268604.062500 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -268604.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -268613.343750 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -268613.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -268616.718750 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -268616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -268618.843750 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -268618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -268622.218750 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -268622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -268625.281250 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -268625.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -268630.593750 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -268630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -268634.968750 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -268635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -268641.156250 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -268641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -268645.656250 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -268645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -268650.250000 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -268650.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -268656.406250 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -268656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -268663.437500 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -268663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -268668.468750 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -268668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -268673.218750 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -268673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -268677.500000 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -268677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -268683.375000 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -268683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -268685.625000 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -268685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -268685.656250 Penalty: 2572.013184
	Iteration 34Q: 3 clusters Score -268685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -268686.593750 Penalty: 2572.013184
	Iteration 35Q: 3 clusters Score -268686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -268687.781250 Penalty: 2572.013184
	Iteration 36Q: 3 clusters Score -268687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -268690.843750 Penalty: 2572.013184
	Iteration 37Q: 3 clusters Score -268690.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -268698.343750 Penalty: 2572.013184
	Iteration 38Q: 3 clusters Score -268698.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -268703.437500 Penalty: 2572.013184
	Iteration 39Q: 3 clusters Score -268703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -268708.593750 Penalty: 2572.013184
	Iteration 40F: 3 clusters Score -268708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268711.875000 Penalty: 2572.013184
	Iteration 41Q: 3 clusters Score -268711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -268716.375000 Penalty: 2572.013184
	Iteration 42Q: 3 clusters Score -268716.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -268721.906250 Penalty: 2572.013184
	Iteration 43Q: 3 clusters Score -268721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -268724.812500 Penalty: 2572.013184
	Iteration 44Q: 3 clusters Score -268724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -268728.000000 Penalty: 2572.013184
	Iteration 45Q: 3 clusters Score -268728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -268730.968750 Penalty: 2572.013184
	Iteration 46Q: 3 clusters Score -268731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -268732.031250 Penalty: 2572.013184
	Iteration 47Q: 3 clusters Score -268732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -268733.218750 Penalty: 2572.013184
	Iteration 48Q: 3 clusters Score -268733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -268733.718750 Penalty: 2572.013184
	Iteration 49Q: 3 clusters Score -268733.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -268733.718750 Penalty: 2572.013184
	Iteration 50F: 3 clusters Score -268733.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Entering Unmasked Estep 
Score: -1127704.000000 Penalty: 1513.037476
	Iteration 0F: 2 clusters Score -1127704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1119922.750000 Penalty: 3026.074951
	Iteration 0F: 3 clusters Score -1119923 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1122755.125000 Penalty: 3026.074951
	Iteration 1F: 3 clusters Score -1122755 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1123286.625000 Penalty: 3026.074951
	Iteration 2F: 3 clusters Score -1123287 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1123797.125000 Penalty: 3026.074951
	Iteration 3F: 3 clusters Score -1123797 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1124314.625000 Penalty: 3026.074951
	Iteration 4F: 3 clusters Score -1124315 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1124714.125000 Penalty: 3026.074951
	Iteration 5F: 3 clusters Score -1124714 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1125051.500000 Penalty: 3026.074951
	Iteration 6Q: 3 clusters Score -1125052 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1125299.750000 Penalty: 3026.074951
	Iteration 7Q: 3 clusters Score -1125300 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1125530.500000 Penalty: 3026.074951
	Iteration 8Q: 3 clusters Score -1125530 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1125746.500000 Penalty: 3026.074951
	Iteration 9Q: 3 clusters Score -1125746 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1125902.875000 Penalty: 3026.074951
	Iteration 10Q: 3 clusters Score -1125903 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1126014.250000 Penalty: 3026.074951
	Iteration 11Q: 3 clusters Score -1126014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1126098.000000 Penalty: 3026.074951
	Iteration 12Q: 3 clusters Score -1126098 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1126162.625000 Penalty: 3026.074951
	Iteration 13Q: 3 clusters Score -1126163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1126205.000000 Penalty: 3026.074951
	Iteration 14Q: 3 clusters Score -1126205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1126248.625000 Penalty: 3026.074951
	Iteration 15Q: 3 clusters Score -1126249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1126274.875000 Penalty: 3026.074951
	Iteration 16Q: 3 clusters Score -1126275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1126301.000000 Penalty: 3026.074951
	Iteration 17Q: 3 clusters Score -1126301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1126320.750000 Penalty: 3026.074951
	Iteration 18Q: 3 clusters Score -1126321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1126341.000000 Penalty: 3026.074951
	Iteration 19Q: 3 clusters Score -1126341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1126361.250000 Penalty: 3026.074951
	Iteration 20F: 3 clusters Score -1126361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1126373.625000 Penalty: 3026.074951
	Iteration 21Q: 3 clusters Score -1126374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1126381.875000 Penalty: 3026.074951
	Iteration 22Q: 3 clusters Score -1126382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1126392.625000 Penalty: 3026.074951
	Iteration 23Q: 3 clusters Score -1126393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1126406.625000 Penalty: 3026.074951
	Iteration 24Q: 3 clusters Score -1126407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1126423.375000 Penalty: 3026.074951
	Iteration 25Q: 3 clusters Score -1126423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1126428.875000 Penalty: 3026.074951
	Iteration 26Q: 3 clusters Score -1126429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1126437.250000 Penalty: 3026.074951
	Iteration 27Q: 3 clusters Score -1126437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1126437.625000 Penalty: 3026.074951
	Iteration 28Q: 3 clusters Score -1126438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1126442.625000 Penalty: 3026.074951
	Iteration 29Q: 3 clusters Score -1126443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1126447.250000 Penalty: 3026.074951
	Iteration 30Q: 3 clusters Score -1126447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1126446.375000 Penalty: 3026.074951
	Iteration 31Q: 3 clusters Score -1126446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1126451.250000 Penalty: 3026.074951
	Iteration 32Q: 3 clusters Score -1126451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1126452.250000 Penalty: 3026.074951
	Iteration 33Q: 3 clusters Score -1126452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1126454.125000 Penalty: 3026.074951
	Iteration 34Q: 3 clusters Score -1126454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1126456.375000 Penalty: 3026.074951
	Iteration 35Q: 3 clusters Score -1126456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1126458.250000 Penalty: 3026.074951
	Iteration 36Q: 3 clusters Score -1126458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1126462.000000 Penalty: 3026.074951
	Iteration 37Q: 3 clusters Score -1126462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1126461.750000 Penalty: 3026.074951
	Iteration 38Q: 3 clusters Score -1126462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1126467.750000 Penalty: 3026.074951
	Iteration 39Q: 3 clusters Score -1126468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1126466.875000 Penalty: 3026.074951
	Iteration 40F: 3 clusters Score -1126467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1126467.125000 Penalty: 3026.074951
	Iteration 41Q: 3 clusters Score -1126467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1126466.750000 Penalty: 3026.074951
	Iteration 42Q: 3 clusters Score -1126467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1126470.625000 Penalty: 3026.074951
	Iteration 43Q: 3 clusters Score -1126471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1126470.250000 Penalty: 3026.074951
	Iteration 44Q: 3 clusters Score -1126470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1126469.500000 Penalty: 3026.074951
	Iteration 45Q: 3 clusters Score -1126470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1126469.375000 Penalty: 3026.074951
	Iteration 46Q: 3 clusters Score -1126469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1126469.875000 Penalty: 3026.074951
	Iteration 47Q: 3 clusters Score -1126470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1126470.500000 Penalty: 3026.074951
	Iteration 48Q: 3 clusters Score -1126470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1126470.500000 Penalty: 3026.074951
	Iteration 49F: 3 clusters Score -1126470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -148938.968750 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -148939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147055.843750 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -147055.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -147727.515625 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -147727.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -148076.968750 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -148077 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -148273.000000 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -148273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -148448.859375 Penalty: 2427.452148
	Iteration 4F: 3 clusters Score -148448.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -148566.765625 Penalty: 2427.452148
	Iteration 5F: 3 clusters Score -148566.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -148644.156250 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -148644.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -148705.921875 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -148705.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -148757.031250 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -148757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -148788.125000 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -148788.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -148815.640625 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -148815.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -148843.453125 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -148843.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -148862.468750 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -148862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -148887.390625 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -148887.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -148926.500000 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -148926.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -148964.109375 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -148964.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -148992.437500 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -148992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -149013.734375 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -149013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -149036.734375 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -149036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -149047.375000 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -149047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -149054.625000 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -149054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -149063.109375 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -149063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -149063.453125 Penalty: 2427.452148
	Iteration 22Q: 3 clusters Score -149063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -149063.453125 Penalty: 2427.452148
	Iteration 23F: 3 clusters Score -149063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74540 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 62897 members 
Mstep: Class 12 contains 29809 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 113542 members 
Mstep: Class 15 contains 39269 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 7752 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 6810 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11059 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 2195 members 
Mstep: Class 38 contains 236 members 
Entering Unmasked Estep 
Score: -54940056.000000 Penalty: 81699.078125
Splitting cluster 36 changes total score from -54940744.000000 to -54940056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -211783.625000 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -211783.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209567.015625 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -209567 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -210083.515625 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -210083.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -210234.046875 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -210234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -210371.937500 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -210371.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -210489.843750 Penalty: 2500.529541
	Iteration 4F: 3 clusters Score -210489.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -210575.906250 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -210575.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -210670.296875 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -210670.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -210776.031250 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -210776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -210878.343750 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -210878.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -210994.484375 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -210994.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -211126.468750 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -211126.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -211262.890625 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -211262.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -211379.953125 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -211380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -211448.265625 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -211448.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -211471.437500 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -211471.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -211482.859375 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -211482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -211490.953125 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -211491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -211496.187500 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -211496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -211498.390625 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -211498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -211500.640625 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -211500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -211501.015625 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -211501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -211503.843750 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -211503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -211505.046875 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -211505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -211506.609375 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -211506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -211507.296875 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -211507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -211507.906250 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -211507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -211507.906250 Penalty: 2500.529541
	Iteration 26F: 3 clusters Score -211507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 15499 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74540 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 62897 members 
Mstep: Class 12 contains 29809 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 113542 members 
Mstep: Class 15 contains 39269 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 9344 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 7752 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 6810 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11059 members 
Mstep: Class 36 contains 1753 members 
Mstep: Class 37 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940796.000000 Penalty: 79549.101562
Iteration 119Q: 38 clusters Score -5.49408e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 16033 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 13155 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74525 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 62919 members 
Mstep: Class 12 contains 29825 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 113330 members 
Mstep: Class 15 contains 39443 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27168 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8437 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 9340 members 
Mstep: Class 23 contains 6135 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 22986 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2062 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 6824 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11065 members 
Mstep: Class 36 contains 1756 members 
Mstep: Class 37 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940820.000000 Penalty: 79549.101562
Iteration 120F: 38 clusters Score -5.494082e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 16013 members 
Mstep: Class 5 contains 15486 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 13153 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74515 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 62945 members 
Mstep: Class 12 contains 29843 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 113136 members 
Mstep: Class 15 contains 39595 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 27182 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 9336 members 
Mstep: Class 23 contains 6147 members 
Mstep: Class 24 contains 7753 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1535 members 
Mstep: Class 27 contains 22966 members 
Mstep: Class 28 contains 5611 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2060 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 4969 members 
Mstep: Class 33 contains 6834 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11071 members 
Mstep: Class 36 contains 1754 members 
Mstep: Class 37 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940908.000000 Penalty: 79549.101562
Iteration 121Q: 38 clusters Score -5.494091e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 10907 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 15480 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74500 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 62952 members 
Mstep: Class 12 contains 29862 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 112997 members 
Mstep: Class 15 contains 39721 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 27185 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8457 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 9338 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 7755 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1538 members 
Mstep: Class 27 contains 22953 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 2773 members 
Mstep: Class 32 contains 4970 members 
Mstep: Class 33 contains 6835 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11077 members 
Mstep: Class 36 contains 1754 members 
Mstep: Class 37 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940868.000000 Penalty: 79549.101562
Iteration 122Q: 38 clusters Score -5.494087e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 10906 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 15473 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 13145 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74492 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 62952 members 
Mstep: Class 12 contains 29890 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 112872 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 27193 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8466 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 9340 members 
Mstep: Class 23 contains 6182 members 
Mstep: Class 24 contains 7757 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1546 members 
Mstep: Class 27 contains 22939 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 2773 members 
Mstep: Class 32 contains 4971 members 
Mstep: Class 33 contains 6839 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11076 members 
Mstep: Class 36 contains 1755 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940948.000000 Penalty: 79549.101562
Iteration 123Q: 38 clusters Score -5.494095e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 15959 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 13142 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74482 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 62949 members 
Mstep: Class 12 contains 29916 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 112773 members 
Mstep: Class 15 contains 39927 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 8478 members 
Mstep: Class 21 contains 19765 members 
Mstep: Class 22 contains 9341 members 
Mstep: Class 23 contains 6195 members 
Mstep: Class 24 contains 7757 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1550 members 
Mstep: Class 27 contains 22926 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2039 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 4971 members 
Mstep: Class 33 contains 6840 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11079 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940980.000000 Penalty: 79549.101562
Iteration 124Q: 38 clusters Score -5.494098e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 10901 members 
Mstep: Class 4 contains 15937 members 
Mstep: Class 5 contains 15468 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 13143 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74475 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 11 contains 62939 members 
Mstep: Class 12 contains 29938 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 112699 members 
Mstep: Class 15 contains 40005 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 8487 members 
Mstep: Class 21 contains 19769 members 
Mstep: Class 22 contains 9339 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 7757 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 22911 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2029 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 4974 members 
Mstep: Class 33 contains 6844 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11086 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940964.000000 Penalty: 79549.101562
Iteration 125Q: 38 clusters Score -5.494096e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 10899 members 
Mstep: Class 4 contains 15925 members 
Mstep: Class 5 contains 15460 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 13147 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74465 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 11 contains 62936 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 112637 members 
Mstep: Class 15 contains 40064 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4602 members 
Mstep: Class 18 contains 27207 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 19769 members 
Mstep: Class 22 contains 9339 members 
Mstep: Class 23 contains 6214 members 
Mstep: Class 24 contains 7758 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1562 members 
Mstep: Class 27 contains 22901 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 4977 members 
Mstep: Class 33 contains 6847 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11090 members 
Mstep: Class 36 contains 1760 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941032.000000 Penalty: 79549.101562
Iteration 126Q: 38 clusters Score -5.494103e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 10897 members 
Mstep: Class 4 contains 15907 members 
Mstep: Class 5 contains 15455 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 13157 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74453 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 62936 members 
Mstep: Class 12 contains 29972 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 112583 members 
Mstep: Class 15 contains 40118 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 18 contains 27208 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 8505 members 
Mstep: Class 21 contains 19770 members 
Mstep: Class 22 contains 9339 members 
Mstep: Class 23 contains 6223 members 
Mstep: Class 24 contains 7760 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1567 members 
Mstep: Class 27 contains 22895 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 4977 members 
Mstep: Class 33 contains 6850 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11090 members 
Mstep: Class 36 contains 1760 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941012.000000 Penalty: 79549.101562
Iteration 127Q: 38 clusters Score -5.494101e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 10893 members 
Mstep: Class 4 contains 15892 members 
Mstep: Class 5 contains 15450 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 13163 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74445 members 
Mstep: Class 10 contains 3237 members 
Mstep: Class 11 contains 62934 members 
Mstep: Class 12 contains 29983 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 112546 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 27207 members 
Mstep: Class 19 contains 2318 members 
Mstep: Class 20 contains 8518 members 
Mstep: Class 21 contains 19772 members 
Mstep: Class 22 contains 9337 members 
Mstep: Class 23 contains 6227 members 
Mstep: Class 24 contains 7758 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1572 members 
Mstep: Class 27 contains 22894 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2001 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6850 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11092 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941000.000000 Penalty: 79549.101562
Iteration 128Q: 38 clusters Score -5.4941e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 15875 members 
Mstep: Class 5 contains 15446 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 13172 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74437 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 62933 members 
Mstep: Class 12 contains 29995 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 112506 members 
Mstep: Class 15 contains 40196 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 27202 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 8532 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 22 contains 9336 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 7756 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 22892 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2001 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6851 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11092 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941020.000000 Penalty: 79549.101562
Iteration 129Q: 38 clusters Score -5.494102e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 15858 members 
Mstep: Class 5 contains 15440 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74428 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 62937 members 
Mstep: Class 12 contains 30005 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 112462 members 
Mstep: Class 15 contains 40233 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 8540 members 
Mstep: Class 21 contains 19775 members 
Mstep: Class 22 contains 9338 members 
Mstep: Class 23 contains 6246 members 
Mstep: Class 24 contains 7755 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1588 members 
Mstep: Class 27 contains 22888 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6854 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11090 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941180.000000 Penalty: 79549.101562
Iteration 130Q: 38 clusters Score -5.494118e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 15434 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74417 members 
Mstep: Class 10 contains 3237 members 
Mstep: Class 11 contains 62944 members 
Mstep: Class 12 contains 30015 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 112419 members 
Mstep: Class 15 contains 40264 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4600 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 8547 members 
Mstep: Class 21 contains 19775 members 
Mstep: Class 22 contains 9339 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 7755 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 22877 members 
Mstep: Class 28 contains 5578 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2007 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6858 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11096 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941200.000000 Penalty: 79549.101562
Iteration 131Q: 38 clusters Score -5.49412e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 15836 members 
Mstep: Class 5 contains 15431 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 13198 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74408 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 62945 members 
Mstep: Class 12 contains 30026 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112376 members 
Mstep: Class 15 contains 40301 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 8553 members 
Mstep: Class 21 contains 19776 members 
Mstep: Class 22 contains 9341 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 7755 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 22869 members 
Mstep: Class 28 contains 5574 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2001 members 
Mstep: Class 31 contains 2773 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6865 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11101 members 
Mstep: Class 36 contains 1758 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941144.000000 Penalty: 79549.101562
Iteration 132Q: 38 clusters Score -5.494114e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 10876 members 
Mstep: Class 4 contains 15830 members 
Mstep: Class 5 contains 15423 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 13201 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74403 members 
Mstep: Class 10 contains 3239 members 
Mstep: Class 11 contains 62940 members 
Mstep: Class 12 contains 30039 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112344 members 
Mstep: Class 15 contains 40332 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 27188 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 8558 members 
Mstep: Class 21 contains 19779 members 
Mstep: Class 22 contains 9342 members 
Mstep: Class 23 contains 6284 members 
Mstep: Class 24 contains 7753 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 22858 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2002 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6873 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11106 members 
Mstep: Class 36 contains 1756 members 
Mstep: Class 37 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941184.000000 Penalty: 79549.101562
Iteration 133Q: 38 clusters Score -5.494118e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 10876 members 
Mstep: Class 4 contains 15825 members 
Mstep: Class 5 contains 15420 members 
Mstep: Class 6 contains 4485 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74398 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 62936 members 
Mstep: Class 12 contains 30054 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112311 members 
Mstep: Class 15 contains 40363 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 27183 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 8562 members 
Mstep: Class 21 contains 19779 members 
Mstep: Class 22 contains 9340 members 
Mstep: Class 23 contains 6294 members 
Mstep: Class 24 contains 7751 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 22851 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1991 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6875 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11112 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941208.000000 Penalty: 79549.101562
Iteration 134Q: 38 clusters Score -5.494121e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 10878 members 
Mstep: Class 4 contains 15813 members 
Mstep: Class 5 contains 15416 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 13203 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74394 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 62934 members 
Mstep: Class 12 contains 30070 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112282 members 
Mstep: Class 15 contains 40383 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 19 contains 2322 members 
Mstep: Class 20 contains 8563 members 
Mstep: Class 21 contains 19780 members 
Mstep: Class 22 contains 9341 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 7749 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 22840 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2001 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6876 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11121 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941208.000000 Penalty: 79549.101562
Iteration 135Q: 38 clusters Score -5.494121e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 15804 members 
Mstep: Class 5 contains 15411 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 13208 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74392 members 
Mstep: Class 10 contains 3244 members 
Mstep: Class 11 contains 62934 members 
Mstep: Class 12 contains 30089 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112241 members 
Mstep: Class 15 contains 40410 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 18 contains 27184 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 8564 members 
Mstep: Class 21 contains 19778 members 
Mstep: Class 22 contains 9342 members 
Mstep: Class 23 contains 6308 members 
Mstep: Class 24 contains 7746 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 22833 members 
Mstep: Class 28 contains 5564 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2008 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6879 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11127 members 
Mstep: Class 36 contains 1757 members 
Mstep: Class 37 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941124.000000 Penalty: 79549.101562
Iteration 136Q: 38 clusters Score -5.494112e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 15800 members 
Mstep: Class 5 contains 15408 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 13211 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74393 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62926 members 
Mstep: Class 12 contains 30105 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112209 members 
Mstep: Class 15 contains 40437 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 27190 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 22 contains 9342 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 7744 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 22823 members 
Mstep: Class 28 contains 5566 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6879 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11131 members 
Mstep: Class 36 contains 1758 members 
Mstep: Class 37 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941228.000000 Penalty: 79549.101562
Iteration 137Q: 38 clusters Score -5.494123e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 15410 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 13215 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74390 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 30115 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112182 members 
Mstep: Class 15 contains 40453 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 27190 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 19774 members 
Mstep: Class 22 contains 9345 members 
Mstep: Class 23 contains 6325 members 
Mstep: Class 24 contains 7741 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 22819 members 
Mstep: Class 28 contains 5562 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2005 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6879 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11139 members 
Mstep: Class 36 contains 1758 members 
Mstep: Class 37 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941268.000000 Penalty: 79549.101562
Iteration 138Q: 38 clusters Score -5.494127e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 15787 members 
Mstep: Class 5 contains 15408 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 13216 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74389 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62921 members 
Mstep: Class 12 contains 30137 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112157 members 
Mstep: Class 15 contains 40466 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 19771 members 
Mstep: Class 22 contains 9345 members 
Mstep: Class 23 contains 6332 members 
Mstep: Class 24 contains 7741 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 22818 members 
Mstep: Class 28 contains 5557 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6880 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11138 members 
Mstep: Class 36 contains 1755 members 
Mstep: Class 37 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941272.000000 Penalty: 79549.101562
Iteration 139Q: 38 clusters Score -5.494127e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 15780 members 
Mstep: Class 5 contains 15405 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 13217 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74388 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 30149 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112131 members 
Mstep: Class 15 contains 40476 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 27208 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 19770 members 
Mstep: Class 22 contains 9345 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 7740 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1634 members 
Mstep: Class 27 contains 22813 members 
Mstep: Class 28 contains 5554 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1996 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6879 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11142 members 
Mstep: Class 36 contains 1752 members 
Mstep: Class 37 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941336.000000 Penalty: 79549.101562
Iteration 140F: 38 clusters Score -5.494134e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 15402 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 13219 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74387 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62924 members 
Mstep: Class 12 contains 30161 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112105 members 
Mstep: Class 15 contains 40487 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 27210 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 19768 members 
Mstep: Class 22 contains 9347 members 
Mstep: Class 23 contains 6348 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 22808 members 
Mstep: Class 28 contains 5547 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1999 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6879 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11147 members 
Mstep: Class 36 contains 1747 members 
Mstep: Class 37 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941296.000000 Penalty: 79549.101562
Iteration 141Q: 38 clusters Score -5.49413e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 15766 members 
Mstep: Class 5 contains 15397 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 13218 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74387 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 30169 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112088 members 
Mstep: Class 15 contains 40499 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 18 contains 27206 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 19767 members 
Mstep: Class 22 contains 9349 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 22803 members 
Mstep: Class 28 contains 5544 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6878 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11153 members 
Mstep: Class 36 contains 1741 members 
Mstep: Class 37 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941228.000000 Penalty: 79549.101562
Iteration 142Q: 38 clusters Score -5.494123e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 15756 members 
Mstep: Class 5 contains 15393 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 13216 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74387 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62922 members 
Mstep: Class 12 contains 30188 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112061 members 
Mstep: Class 15 contains 40505 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 27211 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 19765 members 
Mstep: Class 22 contains 9349 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 7740 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 22794 members 
Mstep: Class 28 contains 5539 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2019 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6881 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11161 members 
Mstep: Class 36 contains 1739 members 
Mstep: Class 37 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941304.000000 Penalty: 79549.101562
Iteration 143Q: 38 clusters Score -5.49413e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 15744 members 
Mstep: Class 5 contains 15392 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 13213 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74387 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 62922 members 
Mstep: Class 12 contains 30197 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112038 members 
Mstep: Class 15 contains 40512 members 
Mstep: Class 16 contains 2793 members 
Mstep: Class 17 contains 4579 members 
Mstep: Class 18 contains 27209 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 19763 members 
Mstep: Class 22 contains 9353 members 
Mstep: Class 23 contains 6374 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1661 members 
Mstep: Class 27 contains 22786 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6884 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11170 members 
Mstep: Class 36 contains 1734 members 
Mstep: Class 37 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941156.000000 Penalty: 79549.101562
Iteration 144Q: 38 clusters Score -5.494116e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 15390 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 13214 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74386 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 62917 members 
Mstep: Class 12 contains 30209 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 112021 members 
Mstep: Class 15 contains 40516 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 27207 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 6387 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 22785 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6884 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11175 members 
Mstep: Class 36 contains 1728 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941240.000000 Penalty: 79549.101562
Iteration 145Q: 38 clusters Score -5.494124e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 15719 members 
Mstep: Class 5 contains 15388 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 13216 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74384 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 62917 members 
Mstep: Class 12 contains 30224 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111992 members 
Mstep: Class 15 contains 40513 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 27214 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 6394 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1687 members 
Mstep: Class 27 contains 22779 members 
Mstep: Class 28 contains 5535 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6884 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11183 members 
Mstep: Class 36 contains 1719 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941280.000000 Penalty: 79549.101562
Iteration 146Q: 38 clusters Score -5.494128e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 15384 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 13215 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74382 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 62918 members 
Mstep: Class 12 contains 30237 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111945 members 
Mstep: Class 15 contains 40519 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 18 contains 27239 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 6406 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 22770 members 
Mstep: Class 28 contains 5539 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2024 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6886 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11194 members 
Mstep: Class 36 contains 1718 members 
Mstep: Class 37 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941272.000000 Penalty: 79549.101562
Iteration 147Q: 38 clusters Score -5.494127e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 15703 members 
Mstep: Class 5 contains 15381 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 13211 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74382 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 62912 members 
Mstep: Class 12 contains 30246 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111898 members 
Mstep: Class 15 contains 40535 members 
Mstep: Class 16 contains 2811 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 27267 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 19752 members 
Mstep: Class 22 contains 9354 members 
Mstep: Class 23 contains 6419 members 
Mstep: Class 24 contains 7742 members 
Mstep: Class 25 contains 3952 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 2002 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6887 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11199 members 
Mstep: Class 36 contains 1706 members 
Mstep: Class 37 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941344.000000 Penalty: 79549.101562
Iteration 148Q: 38 clusters Score -5.494134e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 15694 members 
Mstep: Class 5 contains 15379 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 13209 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74382 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 62909 members 
Mstep: Class 12 contains 30255 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111852 members 
Mstep: Class 15 contains 40551 members 
Mstep: Class 16 contains 2815 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 27292 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 8582 members 
Mstep: Class 21 contains 19752 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 6431 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 22764 members 
Mstep: Class 28 contains 5537 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1985 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6888 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11202 members 
Mstep: Class 36 contains 1696 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941344.000000 Penalty: 79549.101562
Iteration 149Q: 38 clusters Score -5.494134e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 15378 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 13206 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74380 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 62907 members 
Mstep: Class 12 contains 30266 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111805 members 
Mstep: Class 15 contains 40568 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 27310 members 
Mstep: Class 19 contains 2327 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 19752 members 
Mstep: Class 22 contains 9356 members 
Mstep: Class 23 contains 6442 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1755 members 
Mstep: Class 27 contains 22759 members 
Mstep: Class 28 contains 5536 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1965 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6889 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11206 members 
Mstep: Class 36 contains 1695 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941376.000000 Penalty: 79549.101562
Iteration 150Q: 38 clusters Score -5.494138e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 15669 members 
Mstep: Class 5 contains 15377 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 13205 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74379 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 62908 members 
Mstep: Class 12 contains 30281 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111762 members 
Mstep: Class 15 contains 40580 members 
Mstep: Class 16 contains 2823 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 27325 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 19751 members 
Mstep: Class 22 contains 9359 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1768 members 
Mstep: Class 27 contains 22754 members 
Mstep: Class 28 contains 5530 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1949 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6893 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11211 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941452.000000 Penalty: 79549.101562
Iteration 151Q: 38 clusters Score -5.494145e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10884 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 15375 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 13203 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74378 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 62905 members 
Mstep: Class 12 contains 30293 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111724 members 
Mstep: Class 15 contains 40591 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 27344 members 
Mstep: Class 19 contains 2329 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 19750 members 
Mstep: Class 22 contains 9360 members 
Mstep: Class 23 contains 6469 members 
Mstep: Class 24 contains 7738 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 22749 members 
Mstep: Class 28 contains 5529 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 1939 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6892 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11217 members 
Mstep: Class 36 contains 1690 members 
Mstep: Class 37 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941476.000000 Penalty: 79549.101562
Iteration 152Q: 38 clusters Score -5.494148e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 15646 members 
Mstep: Class 5 contains 15371 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 7 contains 13204 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74374 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 62911 members 
Mstep: Class 12 contains 30304 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 111690 members 
Mstep: Class 15 contains 40593 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 27369 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 8591 members 
Mstep: Class 21 contains 19748 members 
Mstep: Class 22 contains 9362 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 7737 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 22746 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1919 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6894 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 1686 members 
Mstep: Class 37 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941580.000000 Penalty: 79549.101562
Iteration 153Q: 38 clusters Score -5.494158e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 15369 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74373 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 62910 members 
Mstep: Class 12 contains 30309 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111666 members 
Mstep: Class 15 contains 40589 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 27397 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 8595 members 
Mstep: Class 21 contains 19747 members 
Mstep: Class 22 contains 9366 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 22746 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1886 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6897 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11230 members 
Mstep: Class 36 contains 1681 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941672.000000 Penalty: 79549.101562
Iteration 154Q: 38 clusters Score -5.494167e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 15623 members 
Mstep: Class 5 contains 15369 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 13203 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74372 members 
Mstep: Class 10 contains 3253 members 
Mstep: Class 11 contains 62909 members 
Mstep: Class 12 contains 30318 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111639 members 
Mstep: Class 15 contains 40596 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 27425 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 8599 members 
Mstep: Class 21 contains 19743 members 
Mstep: Class 22 contains 9370 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1825 members 
Mstep: Class 27 contains 22743 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1852 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 6898 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11231 members 
Mstep: Class 36 contains 1675 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941648.000000 Penalty: 79549.101562
Iteration 155Q: 38 clusters Score -5.494165e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 15370 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 13202 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74371 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 62907 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111623 members 
Mstep: Class 15 contains 40597 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8601 members 
Mstep: Class 21 contains 19739 members 
Mstep: Class 22 contains 9372 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 22743 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 4982 members 
Mstep: Class 33 contains 6899 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11236 members 
Mstep: Class 36 contains 1674 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941760.000000 Penalty: 79549.101562
Iteration 156Q: 38 clusters Score -5.494176e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10877 members 
Mstep: Class 4 contains 15595 members 
Mstep: Class 5 contains 15369 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 13201 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74369 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62902 members 
Mstep: Class 12 contains 30332 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111610 members 
Mstep: Class 15 contains 40596 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4682 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8607 members 
Mstep: Class 21 contains 19734 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6530 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 22742 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1822 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6899 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11238 members 
Mstep: Class 36 contains 1671 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941724.000000 Penalty: 79549.101562
Iteration 157Q: 38 clusters Score -5.494172e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 15368 members 
Mstep: Class 6 contains 4382 members 
Mstep: Class 7 contains 13198 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74369 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62900 members 
Mstep: Class 12 contains 30340 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111595 members 
Mstep: Class 15 contains 40595 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 27480 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8607 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9376 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 22740 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1812 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6899 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11243 members 
Mstep: Class 36 contains 1666 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941728.000000 Penalty: 79549.101562
Iteration 158Q: 38 clusters Score -5.494173e+07 nChanged 94
Entering ConstructFrom: 
Score: -54941728.000000 Penalty: 79549.101562
Entering ConstructFrom: 
Trying to split cluster 1 (6282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Entering Unmasked Estep 
Score: -617961.687500 Penalty: 1421.134521
	Iteration 0F: 2 clusters Score -617961.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -613219.437500 Penalty: 2842.269043
	Iteration 0F: 3 clusters Score -613219.4 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -614699.250000 Penalty: 2842.269043
	Iteration 1F: 3 clusters Score -614699.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -615080.875000 Penalty: 2842.269043
	Iteration 2F: 3 clusters Score -615080.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -615502.312500 Penalty: 2842.269043
	Iteration 3F: 3 clusters Score -615502.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -615940.875000 Penalty: 2842.269043
	Iteration 4F: 3 clusters Score -615940.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -616376.625000 Penalty: 2842.269043
	Iteration 5F: 3 clusters Score -616376.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -616743.562500 Penalty: 2842.269043
	Iteration 6F: 3 clusters Score -616743.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -616988.500000 Penalty: 2842.269043
	Iteration 7Q: 3 clusters Score -616988.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -617196.437500 Penalty: 2842.269043
	Iteration 8Q: 3 clusters Score -617196.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -617330.875000 Penalty: 2842.269043
	Iteration 9Q: 3 clusters Score -617330.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -617432.187500 Penalty: 2842.269043
	Iteration 10Q: 3 clusters Score -617432.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -617513.187500 Penalty: 2842.269043
	Iteration 11Q: 3 clusters Score -617513.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -617597.875000 Penalty: 2842.269043
	Iteration 12Q: 3 clusters Score -617597.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -617665.125000 Penalty: 2842.269043
	Iteration 13Q: 3 clusters Score -617665.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -617731.437500 Penalty: 2842.269043
	Iteration 14Q: 3 clusters Score -617731.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -617798.000000 Penalty: 2842.269043
	Iteration 15Q: 3 clusters Score -617798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -617864.250000 Penalty: 2842.269043
	Iteration 16Q: 3 clusters Score -617864.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -617927.937500 Penalty: 2842.269043
	Iteration 17Q: 3 clusters Score -617927.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -618000.125000 Penalty: 2842.269043
	Iteration 18Q: 3 clusters Score -618000.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -618083.937500 Penalty: 2842.269043
	Iteration 19Q: 3 clusters Score -618083.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -618145.375000 Penalty: 2842.269043
	Iteration 20F: 3 clusters Score -618145.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -618172.562500 Penalty: 2842.269043
	Iteration 21Q: 3 clusters Score -618172.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -618186.625000 Penalty: 2842.269043
	Iteration 22Q: 3 clusters Score -618186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -618188.625000 Penalty: 2842.269043
	Iteration 23Q: 3 clusters Score -618188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -618187.875000 Penalty: 2842.269043
	Iteration 24Q: 3 clusters Score -618187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -618189.375000 Penalty: 2842.269043
	Iteration 25Q: 3 clusters Score -618189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -618192.937500 Penalty: 2842.269043
	Iteration 26Q: 3 clusters Score -618192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -618192.375000 Penalty: 2842.269043
	Iteration 27Q: 3 clusters Score -618192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -618192.375000 Penalty: 2842.269043
	Iteration 28F: 3 clusters Score -618192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 1844 members 
Entering Unmasked Estep 
Score: -54941172.000000 Penalty: 81699.078125
Splitting cluster 1 changes total score from -54941728.000000 to -54941172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Entering Unmasked Estep 
Score: -522315.437500 Penalty: 1386.271118
	Iteration 0F: 2 clusters Score -522315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -518251.781250 Penalty: 2772.542236
	Iteration 0F: 3 clusters Score -518251.8 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -519316.468750 Penalty: 2772.542236
	Iteration 1F: 3 clusters Score -519316.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -519471.281250 Penalty: 2772.542236
	Iteration 2F: 3 clusters Score -519471.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -519592.093750 Penalty: 2772.542236
	Iteration 3Q: 3 clusters Score -519592.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -519693.000000 Penalty: 2772.542236
	Iteration 4Q: 3 clusters Score -519693 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -519789.656250 Penalty: 2772.542236
	Iteration 5Q: 3 clusters Score -519789.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -519864.906250 Penalty: 2772.542236
	Iteration 6Q: 3 clusters Score -519864.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -519934.500000 Penalty: 2772.542236
	Iteration 7Q: 3 clusters Score -519934.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -520004.937500 Penalty: 2772.542236
	Iteration 8Q: 3 clusters Score -520004.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -520069.125000 Penalty: 2772.542236
	Iteration 9Q: 3 clusters Score -520069.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -520142.031250 Penalty: 2772.542236
	Iteration 10Q: 3 clusters Score -520142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -520223.812500 Penalty: 2772.542236
	Iteration 11Q: 3 clusters Score -520223.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -520320.000000 Penalty: 2772.542236
	Iteration 12Q: 3 clusters Score -520320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -520404.093750 Penalty: 2772.542236
	Iteration 13Q: 3 clusters Score -520404.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -520473.625000 Penalty: 2772.542236
	Iteration 14Q: 3 clusters Score -520473.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -520541.562500 Penalty: 2772.542236
	Iteration 15Q: 3 clusters Score -520541.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -520604.968750 Penalty: 2772.542236
	Iteration 16Q: 3 clusters Score -520605 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -520656.187500 Penalty: 2772.542236
	Iteration 17Q: 3 clusters Score -520656.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -520689.406250 Penalty: 2772.542236
	Iteration 18Q: 3 clusters Score -520689.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -520721.968750 Penalty: 2772.542236
	Iteration 19Q: 3 clusters Score -520722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -520761.718750 Penalty: 2772.542236
	Iteration 20F: 3 clusters Score -520761.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -520797.343750 Penalty: 2772.542236
	Iteration 21Q: 3 clusters Score -520797.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -520830.843750 Penalty: 2772.542236
	Iteration 22Q: 3 clusters Score -520830.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -520870.593750 Penalty: 2772.542236
	Iteration 23Q: 3 clusters Score -520870.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -520902.312500 Penalty: 2772.542236
	Iteration 24Q: 3 clusters Score -520902.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -520931.500000 Penalty: 2772.542236
	Iteration 25Q: 3 clusters Score -520931.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -520949.843750 Penalty: 2772.542236
	Iteration 26Q: 3 clusters Score -520949.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -520966.468750 Penalty: 2772.542236
	Iteration 27Q: 3 clusters Score -520966.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -520980.531250 Penalty: 2772.542236
	Iteration 28Q: 3 clusters Score -520980.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -520997.000000 Penalty: 2772.542236
	Iteration 29Q: 3 clusters Score -520997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -521014.562500 Penalty: 2772.542236
	Iteration 30Q: 3 clusters Score -521014.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -521033.312500 Penalty: 2772.542236
	Iteration 31Q: 3 clusters Score -521033.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -521054.656250 Penalty: 2772.542236
	Iteration 32Q: 3 clusters Score -521054.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -521075.875000 Penalty: 2772.542236
	Iteration 33Q: 3 clusters Score -521075.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -521090.500000 Penalty: 2772.542236
	Iteration 34Q: 3 clusters Score -521090.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -521105.937500 Penalty: 2772.542236
	Iteration 35Q: 3 clusters Score -521105.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -521124.281250 Penalty: 2772.542236
	Iteration 36Q: 3 clusters Score -521124.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -521149.093750 Penalty: 2772.542236
	Iteration 37Q: 3 clusters Score -521149.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -521179.187500 Penalty: 2772.542236
	Iteration 38Q: 3 clusters Score -521179.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -521210.437500 Penalty: 2772.542236
	Iteration 39Q: 3 clusters Score -521210.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -521233.218750 Penalty: 2772.542236
	Iteration 40F: 3 clusters Score -521233.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -521247.093750 Penalty: 2772.542236
	Iteration 41Q: 3 clusters Score -521247.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -521258.281250 Penalty: 2772.542236
	Iteration 42Q: 3 clusters Score -521258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -521265.718750 Penalty: 2772.542236
	Iteration 43Q: 3 clusters Score -521265.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -521273.437500 Penalty: 2772.542236
	Iteration 44Q: 3 clusters Score -521273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -521277.562500 Penalty: 2772.542236
	Iteration 45Q: 3 clusters Score -521277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -521281.093750 Penalty: 2772.542236
	Iteration 46Q: 3 clusters Score -521281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -521283.531250 Penalty: 2772.542236
	Iteration 47Q: 3 clusters Score -521283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -521285.562500 Penalty: 2772.542236
	Iteration 48Q: 3 clusters Score -521285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -521286.531250 Penalty: 2772.542236
	Iteration 49Q: 3 clusters Score -521286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -521286.218750 Penalty: 2772.542236
	Iteration 50Q: 3 clusters Score -521286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -521287.343750 Penalty: 2772.542236
	Iteration 51Q: 3 clusters Score -521287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -521287.156250 Penalty: 2772.542236
	Iteration 52Q: 3 clusters Score -521287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -521287.156250 Penalty: 2772.542236
	Iteration 53F: 3 clusters Score -521287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1100614.625000 Penalty: 1510.311035
	Iteration 0F: 2 clusters Score -1100615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1092844.750000 Penalty: 3020.622070
	Iteration 0F: 3 clusters Score -1092845 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1095334.875000 Penalty: 3020.622070
	Iteration 1F: 3 clusters Score -1095335 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1095647.000000 Penalty: 3020.622070
	Iteration 2F: 3 clusters Score -1095647 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1095959.500000 Penalty: 3020.622070
	Iteration 3F: 3 clusters Score -1095960 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1096464.250000 Penalty: 3020.622070
	Iteration 4F: 3 clusters Score -1096464 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1097083.125000 Penalty: 3020.622070
	Iteration 5F: 3 clusters Score -1097083 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1097689.750000 Penalty: 3020.622070
	Iteration 6F: 3 clusters Score -1097690 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1098216.875000 Penalty: 3020.622070
	Iteration 7F: 3 clusters Score -1098217 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1098630.750000 Penalty: 3020.622070
	Iteration 8F: 3 clusters Score -1098631 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1099049.375000 Penalty: 3020.622070
	Iteration 9F: 3 clusters Score -1099049 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1099448.250000 Penalty: 3020.622070
	Iteration 10Q: 3 clusters Score -1099448 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1099825.125000 Penalty: 3020.622070
	Iteration 11Q: 3 clusters Score -1099825 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1100160.125000 Penalty: 3020.622070
	Iteration 12Q: 3 clusters Score -1100160 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1100443.250000 Penalty: 3020.622070
	Iteration 13Q: 3 clusters Score -1100443 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1100585.625000 Penalty: 3020.622070
	Iteration 14Q: 3 clusters Score -1100586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1100641.000000 Penalty: 3020.622070
	Iteration 15Q: 3 clusters Score -1100641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1100666.750000 Penalty: 3020.622070
	Iteration 16Q: 3 clusters Score -1100667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1100690.125000 Penalty: 3020.622070
	Iteration 17Q: 3 clusters Score -1100690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1100701.250000 Penalty: 3020.622070
	Iteration 18Q: 3 clusters Score -1100701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1100712.000000 Penalty: 3020.622070
	Iteration 19Q: 3 clusters Score -1100712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1100713.625000 Penalty: 3020.622070
	Iteration 20F: 3 clusters Score -1100714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1100715.000000 Penalty: 3020.622070
	Iteration 21Q: 3 clusters Score -1100715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1100716.750000 Penalty: 3020.622070
	Iteration 22Q: 3 clusters Score -1100717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1100720.250000 Penalty: 3020.622070
	Iteration 23Q: 3 clusters Score -1100720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1100721.125000 Penalty: 3020.622070
	Iteration 24Q: 3 clusters Score -1100721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1100721.375000 Penalty: 3020.622070
	Iteration 25Q: 3 clusters Score -1100721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1100723.500000 Penalty: 3020.622070
	Iteration 26Q: 3 clusters Score -1100724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1100727.500000 Penalty: 3020.622070
	Iteration 27Q: 3 clusters Score -1100728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1100726.375000 Penalty: 3020.622070
	Iteration 28Q: 3 clusters Score -1100726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1100725.750000 Penalty: 3020.622070
	Iteration 29Q: 3 clusters Score -1100726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1100726.000000 Penalty: 3020.622070
	Iteration 30Q: 3 clusters Score -1100726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1100728.125000 Penalty: 3020.622070
	Iteration 31Q: 3 clusters Score -1100728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1100728.500000 Penalty: 3020.622070
	Iteration 32Q: 3 clusters Score -1100728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1100730.625000 Penalty: 3020.622070
	Iteration 33Q: 3 clusters Score -1100731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1100728.750000 Penalty: 3020.622070
	Iteration 34Q: 3 clusters Score -1100729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1100731.375000 Penalty: 3020.622070
	Iteration 35Q: 3 clusters Score -1100731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1100732.125000 Penalty: 3020.622070
	Iteration 36Q: 3 clusters Score -1100732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1100731.250000 Penalty: 3020.622070
	Iteration 37Q: 3 clusters Score -1100731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1100730.875000 Penalty: 3020.622070
	Iteration 38Q: 3 clusters Score -1100731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1100731.875000 Penalty: 3020.622070
	Iteration 39Q: 3 clusters Score -1100732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1100733.000000 Penalty: 3020.622070
	Iteration 40F: 3 clusters Score -1100733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1100733.875000 Penalty: 3020.622070
	Iteration 41Q: 3 clusters Score -1100734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1100732.500000 Penalty: 3020.622070
	Iteration 42Q: 3 clusters Score -1100732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1100731.625000 Penalty: 3020.622070
	Iteration 43Q: 3 clusters Score -1100732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1100731.500000 Penalty: 3020.622070
	Iteration 44Q: 3 clusters Score -1100732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1100732.750000 Penalty: 3020.622070
	Iteration 45Q: 3 clusters Score -1100733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1100732.750000 Penalty: 3020.622070
	Iteration 46F: 3 clusters Score -1100733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 4223 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 6652 members 
Entering Unmasked Estep 
Score: -54941288.000000 Penalty: 81699.078125
Splitting cluster 3 changes total score from -54941728.000000 to -54941288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Entering Unmasked Estep 
Score: -1569189.875000 Penalty: 1568.681152
	Iteration 0F: 2 clusters Score -1569190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1558443.625000 Penalty: 3137.362305
	Iteration 0F: 3 clusters Score -1558444 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1562389.875000 Penalty: 3137.362305
	Iteration 1F: 3 clusters Score -1562390 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1562728.500000 Penalty: 3137.362305
	Iteration 2F: 3 clusters Score -1562728 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1563081.875000 Penalty: 3137.362305
	Iteration 3Q: 3 clusters Score -1563082 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1563460.250000 Penalty: 3137.362305
	Iteration 4F: 3 clusters Score -1563460 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1563836.750000 Penalty: 3137.362305
	Iteration 5F: 3 clusters Score -1563837 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1564201.000000 Penalty: 3137.362305
	Iteration 6Q: 3 clusters Score -1564201 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1564543.750000 Penalty: 3137.362305
	Iteration 7Q: 3 clusters Score -1564544 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1564868.875000 Penalty: 3137.362305
	Iteration 8Q: 3 clusters Score -1564869 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1565236.250000 Penalty: 3137.362305
	Iteration 9Q: 3 clusters Score -1565236 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1565603.000000 Penalty: 3137.362305
	Iteration 10Q: 3 clusters Score -1565603 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1565938.375000 Penalty: 3137.362305
	Iteration 11Q: 3 clusters Score -1565938 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1566299.500000 Penalty: 3137.362305
	Iteration 12Q: 3 clusters Score -1566300 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1566593.000000 Penalty: 3137.362305
	Iteration 13Q: 3 clusters Score -1566593 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1566804.875000 Penalty: 3137.362305
	Iteration 14Q: 3 clusters Score -1566805 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1566941.500000 Penalty: 3137.362305
	Iteration 15Q: 3 clusters Score -1566942 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1567042.625000 Penalty: 3137.362305
	Iteration 16Q: 3 clusters Score -1567043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1567121.000000 Penalty: 3137.362305
	Iteration 17Q: 3 clusters Score -1567121 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1567185.875000 Penalty: 3137.362305
	Iteration 18Q: 3 clusters Score -1567186 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1567254.750000 Penalty: 3137.362305
	Iteration 19Q: 3 clusters Score -1567255 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1567313.250000 Penalty: 3137.362305
	Iteration 20F: 3 clusters Score -1567313 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1567382.000000 Penalty: 3137.362305
	Iteration 21Q: 3 clusters Score -1567382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1567433.250000 Penalty: 3137.362305
	Iteration 22Q: 3 clusters Score -1567433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1567490.125000 Penalty: 3137.362305
	Iteration 23Q: 3 clusters Score -1567490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1567526.500000 Penalty: 3137.362305
	Iteration 24Q: 3 clusters Score -1567526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1567556.375000 Penalty: 3137.362305
	Iteration 25Q: 3 clusters Score -1567556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1567581.500000 Penalty: 3137.362305
	Iteration 26Q: 3 clusters Score -1567582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1567607.500000 Penalty: 3137.362305
	Iteration 27Q: 3 clusters Score -1567608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1567635.625000 Penalty: 3137.362305
	Iteration 28Q: 3 clusters Score -1567636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1567660.000000 Penalty: 3137.362305
	Iteration 29Q: 3 clusters Score -1567660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1567682.750000 Penalty: 3137.362305
	Iteration 30Q: 3 clusters Score -1567683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1567704.000000 Penalty: 3137.362305
	Iteration 31Q: 3 clusters Score -1567704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1567721.500000 Penalty: 3137.362305
	Iteration 32Q: 3 clusters Score -1567722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1567736.000000 Penalty: 3137.362305
	Iteration 33Q: 3 clusters Score -1567736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1567753.250000 Penalty: 3137.362305
	Iteration 34Q: 3 clusters Score -1567753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1567766.625000 Penalty: 3137.362305
	Iteration 35Q: 3 clusters Score -1567767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1567779.500000 Penalty: 3137.362305
	Iteration 36Q: 3 clusters Score -1567780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1567787.250000 Penalty: 3137.362305
	Iteration 37Q: 3 clusters Score -1567787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1567797.750000 Penalty: 3137.362305
	Iteration 38Q: 3 clusters Score -1567798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1567814.875000 Penalty: 3137.362305
	Iteration 39Q: 3 clusters Score -1567815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1567827.875000 Penalty: 3137.362305
	Iteration 40F: 3 clusters Score -1567828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1567838.875000 Penalty: 3137.362305
	Iteration 41Q: 3 clusters Score -1567839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1567851.500000 Penalty: 3137.362305
	Iteration 42Q: 3 clusters Score -1567852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1567874.625000 Penalty: 3137.362305
	Iteration 43Q: 3 clusters Score -1567875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1567883.000000 Penalty: 3137.362305
	Iteration 44Q: 3 clusters Score -1567883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1567897.875000 Penalty: 3137.362305
	Iteration 45Q: 3 clusters Score -1567898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1567906.625000 Penalty: 3137.362305
	Iteration 46Q: 3 clusters Score -1567907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1567906.250000 Penalty: 3137.362305
	Iteration 47Q: 3 clusters Score -1567906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1567908.625000 Penalty: 3137.362305
	Iteration 48Q: 3 clusters Score -1567909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1567911.125000 Penalty: 3137.362305
	Iteration 49Q: 3 clusters Score -1567911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1567915.500000 Penalty: 3137.362305
	Iteration 50Q: 3 clusters Score -1567916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1567918.875000 Penalty: 3137.362305
	Iteration 51Q: 3 clusters Score -1567919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1567923.375000 Penalty: 3137.362305
	Iteration 52Q: 3 clusters Score -1567923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1567926.875000 Penalty: 3137.362305
	Iteration 53Q: 3 clusters Score -1567927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1567927.375000 Penalty: 3137.362305
	Iteration 54Q: 3 clusters Score -1567927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1567928.875000 Penalty: 3137.362305
	Iteration 55Q: 3 clusters Score -1567929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1567930.500000 Penalty: 3137.362305
	Iteration 56Q: 3 clusters Score -1567930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1567935.250000 Penalty: 3137.362305
	Iteration 57Q: 3 clusters Score -1567935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1567936.250000 Penalty: 3137.362305
	Iteration 58Q: 3 clusters Score -1567936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1567938.750000 Penalty: 3137.362305
	Iteration 59Q: 3 clusters Score -1567939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1567939.875000 Penalty: 3137.362305
	Iteration 60F: 3 clusters Score -1567940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1567942.750000 Penalty: 3137.362305
	Iteration 61Q: 3 clusters Score -1567943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1567943.625000 Penalty: 3137.362305
	Iteration 62Q: 3 clusters Score -1567944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1567945.750000 Penalty: 3137.362305
	Iteration 63Q: 3 clusters Score -1567946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1567948.375000 Penalty: 3137.362305
	Iteration 64Q: 3 clusters Score -1567948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1567947.500000 Penalty: 3137.362305
	Iteration 65Q: 3 clusters Score -1567948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1567947.500000 Penalty: 3137.362305
	Iteration 66F: 3 clusters Score -1567948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1532504.500000 Penalty: 1566.453979
	Iteration 0F: 2 clusters Score -1532504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1521955.375000 Penalty: 3132.907959
	Iteration 0F: 3 clusters Score -1521955 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1525725.250000 Penalty: 3132.907959
	Iteration 1F: 3 clusters Score -1525725 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1526209.625000 Penalty: 3132.907959
	Iteration 2F: 3 clusters Score -1526210 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1526780.875000 Penalty: 3132.907959
	Iteration 3F: 3 clusters Score -1526781 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1527530.500000 Penalty: 3132.907959
	Iteration 4F: 3 clusters Score -1527530 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1528380.250000 Penalty: 3132.907959
	Iteration 5F: 3 clusters Score -1528380 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1529197.750000 Penalty: 3132.907959
	Iteration 6F: 3 clusters Score -1529198 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1530017.750000 Penalty: 3132.907959
	Iteration 7F: 3 clusters Score -1530018 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1530705.375000 Penalty: 3132.907959
	Iteration 8F: 3 clusters Score -1530705 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1531141.000000 Penalty: 3132.907959
	Iteration 9Q: 3 clusters Score -1531141 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1531412.750000 Penalty: 3132.907959
	Iteration 10Q: 3 clusters Score -1531413 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1531601.000000 Penalty: 3132.907959
	Iteration 11Q: 3 clusters Score -1531601 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1531722.000000 Penalty: 3132.907959
	Iteration 12Q: 3 clusters Score -1531722 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1531808.125000 Penalty: 3132.907959
	Iteration 13Q: 3 clusters Score -1531808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1531879.750000 Penalty: 3132.907959
	Iteration 14Q: 3 clusters Score -1531880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1531940.875000 Penalty: 3132.907959
	Iteration 15Q: 3 clusters Score -1531941 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1532001.250000 Penalty: 3132.907959
	Iteration 16Q: 3 clusters Score -1532001 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1532048.375000 Penalty: 3132.907959
	Iteration 17Q: 3 clusters Score -1532048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1532095.875000 Penalty: 3132.907959
	Iteration 18Q: 3 clusters Score -1532096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1532133.375000 Penalty: 3132.907959
	Iteration 19Q: 3 clusters Score -1532133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1532169.875000 Penalty: 3132.907959
	Iteration 20F: 3 clusters Score -1532170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1532204.125000 Penalty: 3132.907959
	Iteration 21Q: 3 clusters Score -1532204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1532237.500000 Penalty: 3132.907959
	Iteration 22Q: 3 clusters Score -1532238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1532259.625000 Penalty: 3132.907959
	Iteration 23Q: 3 clusters Score -1532260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1532278.875000 Penalty: 3132.907959
	Iteration 24Q: 3 clusters Score -1532279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1532293.000000 Penalty: 3132.907959
	Iteration 25Q: 3 clusters Score -1532293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1532315.625000 Penalty: 3132.907959
	Iteration 26Q: 3 clusters Score -1532316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1532342.000000 Penalty: 3132.907959
	Iteration 27Q: 3 clusters Score -1532342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1532348.250000 Penalty: 3132.907959
	Iteration 28Q: 3 clusters Score -1532348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1532363.125000 Penalty: 3132.907959
	Iteration 29Q: 3 clusters Score -1532363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1532374.375000 Penalty: 3132.907959
	Iteration 30Q: 3 clusters Score -1532374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1532378.875000 Penalty: 3132.907959
	Iteration 31Q: 3 clusters Score -1532379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1532386.875000 Penalty: 3132.907959
	Iteration 32Q: 3 clusters Score -1532387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1532392.750000 Penalty: 3132.907959
	Iteration 33Q: 3 clusters Score -1532393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1532403.625000 Penalty: 3132.907959
	Iteration 34Q: 3 clusters Score -1532404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1532409.375000 Penalty: 3132.907959
	Iteration 35Q: 3 clusters Score -1532409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1532425.125000 Penalty: 3132.907959
	Iteration 36Q: 3 clusters Score -1532425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1532442.750000 Penalty: 3132.907959
	Iteration 37Q: 3 clusters Score -1532443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1532462.000000 Penalty: 3132.907959
	Iteration 38Q: 3 clusters Score -1532462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1532472.375000 Penalty: 3132.907959
	Iteration 39Q: 3 clusters Score -1532472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1532488.875000 Penalty: 3132.907959
	Iteration 40F: 3 clusters Score -1532489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1532504.625000 Penalty: 3132.907959
	Iteration 41Q: 3 clusters Score -1532505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1532529.875000 Penalty: 3132.907959
	Iteration 42Q: 3 clusters Score -1532530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1532551.375000 Penalty: 3132.907959
	Iteration 43Q: 3 clusters Score -1532551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1532571.375000 Penalty: 3132.907959
	Iteration 44Q: 3 clusters Score -1532571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1532588.875000 Penalty: 3132.907959
	Iteration 45Q: 3 clusters Score -1532589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1532595.625000 Penalty: 3132.907959
	Iteration 46Q: 3 clusters Score -1532596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1532604.500000 Penalty: 3132.907959
	Iteration 47Q: 3 clusters Score -1532604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1532608.500000 Penalty: 3132.907959
	Iteration 48Q: 3 clusters Score -1532608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1532611.125000 Penalty: 3132.907959
	Iteration 49Q: 3 clusters Score -1532611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1532616.000000 Penalty: 3132.907959
	Iteration 50Q: 3 clusters Score -1532616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1532616.375000 Penalty: 3132.907959
	Iteration 51Q: 3 clusters Score -1532616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1532615.000000 Penalty: 3132.907959
	Iteration 52Q: 3 clusters Score -1532615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1532617.625000 Penalty: 3132.907959
	Iteration 53Q: 3 clusters Score -1532618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1532619.000000 Penalty: 3132.907959
	Iteration 54Q: 3 clusters Score -1532619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1532620.750000 Penalty: 3132.907959
	Iteration 55Q: 3 clusters Score -1532621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1532619.375000 Penalty: 3132.907959
	Iteration 56Q: 3 clusters Score -1532619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1532622.500000 Penalty: 3132.907959
	Iteration 57Q: 3 clusters Score -1532622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1532623.250000 Penalty: 3132.907959
	Iteration 58Q: 3 clusters Score -1532623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1532623.500000 Penalty: 3132.907959
	Iteration 59Q: 3 clusters Score -1532624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1532624.500000 Penalty: 3132.907959
	Iteration 60F: 3 clusters Score -1532624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1532623.500000 Penalty: 3132.907959
	Iteration 61Q: 3 clusters Score -1532624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1532623.500000 Penalty: 3132.907959
	Iteration 62F: 3 clusters Score -1532624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 12763 members 
Entering Unmasked Estep 
Score: -54941176.000000 Penalty: 81699.078125
Splitting cluster 5 changes total score from -54941728.000000 to -54941176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Entering Unmasked Estep 
Score: -365809.468750 Penalty: 1362.567749
	Iteration 0F: 2 clusters Score -365809.5 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 2185 members 
Entering Unmasked Estep 
Score: -362199.937500 Penalty: 2725.135498
	Iteration 0F: 3 clusters Score -362199.9 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -363348.468750 Penalty: 2725.135498
	Iteration 1F: 3 clusters Score -363348.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -363831.125000 Penalty: 2725.135498
	Iteration 2F: 3 clusters Score -363831.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -364213.625000 Penalty: 2725.135498
	Iteration 3F: 3 clusters Score -364213.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -364529.062500 Penalty: 2725.135498
	Iteration 4F: 3 clusters Score -364529.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -364948.000000 Penalty: 2725.135498
	Iteration 5F: 3 clusters Score -364948 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -365318.937500 Penalty: 2725.135498
	Iteration 6F: 3 clusters Score -365318.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -365567.968750 Penalty: 2725.135498
	Iteration 7F: 3 clusters Score -365568 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -365704.531250 Penalty: 2725.135498
	Iteration 8Q: 3 clusters Score -365704.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -365814.781250 Penalty: 2725.135498
	Iteration 9Q: 3 clusters Score -365814.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -365910.156250 Penalty: 2725.135498
	Iteration 10Q: 3 clusters Score -365910.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -365976.562500 Penalty: 2725.135498
	Iteration 11Q: 3 clusters Score -365976.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -366026.156250 Penalty: 2725.135498
	Iteration 12Q: 3 clusters Score -366026.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -366063.593750 Penalty: 2725.135498
	Iteration 13Q: 3 clusters Score -366063.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -366102.593750 Penalty: 2725.135498
	Iteration 14Q: 3 clusters Score -366102.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -366142.593750 Penalty: 2725.135498
	Iteration 15Q: 3 clusters Score -366142.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -366174.656250 Penalty: 2725.135498
	Iteration 16Q: 3 clusters Score -366174.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -366195.562500 Penalty: 2725.135498
	Iteration 17Q: 3 clusters Score -366195.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -366206.781250 Penalty: 2725.135498
	Iteration 18Q: 3 clusters Score -366206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -366213.375000 Penalty: 2725.135498
	Iteration 19Q: 3 clusters Score -366213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -366223.500000 Penalty: 2725.135498
	Iteration 20F: 3 clusters Score -366223.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -366232.343750 Penalty: 2725.135498
	Iteration 21Q: 3 clusters Score -366232.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -366241.968750 Penalty: 2725.135498
	Iteration 22Q: 3 clusters Score -366242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -366248.000000 Penalty: 2725.135498
	Iteration 23Q: 3 clusters Score -366248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -366250.593750 Penalty: 2725.135498
	Iteration 24Q: 3 clusters Score -366250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -366252.593750 Penalty: 2725.135498
	Iteration 25Q: 3 clusters Score -366252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -366254.625000 Penalty: 2725.135498
	Iteration 26Q: 3 clusters Score -366254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -366256.437500 Penalty: 2725.135498
	Iteration 27Q: 3 clusters Score -366256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -366258.656250 Penalty: 2725.135498
	Iteration 28Q: 3 clusters Score -366258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -366260.687500 Penalty: 2725.135498
	Iteration 29Q: 3 clusters Score -366260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -366261.250000 Penalty: 2725.135498
	Iteration 30Q: 3 clusters Score -366261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -366262.031250 Penalty: 2725.135498
	Iteration 31Q: 3 clusters Score -366262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -366263.125000 Penalty: 2725.135498
	Iteration 32Q: 3 clusters Score -366263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -366263.562500 Penalty: 2725.135498
	Iteration 33Q: 3 clusters Score -366263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -366263.718750 Penalty: 2725.135498
	Iteration 34Q: 3 clusters Score -366263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -366263.718750 Penalty: 2725.135498
	Iteration 35F: 3 clusters Score -366263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 3154 members 
Entering Unmasked Estep 
Score: -54941452.000000 Penalty: 81699.078125
Splitting cluster 6 changes total score from -54941728.000000 to -54941452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Entering Unmasked Estep 
Score: -1298521.875000 Penalty: 1541.758667
	Iteration 0F: 2 clusters Score -1298522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1289376.125000 Penalty: 3083.517334
	Iteration 0F: 3 clusters Score -1289376 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1292712.500000 Penalty: 3083.517334
	Iteration 1F: 3 clusters Score -1292712 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1293315.375000 Penalty: 3083.517334
	Iteration 2F: 3 clusters Score -1293315 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1293926.750000 Penalty: 3083.517334
	Iteration 3F: 3 clusters Score -1293927 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1294463.375000 Penalty: 3083.517334
	Iteration 4F: 3 clusters Score -1294463 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1294826.250000 Penalty: 3083.517334
	Iteration 5F: 3 clusters Score -1294826 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1295078.875000 Penalty: 3083.517334
	Iteration 6Q: 3 clusters Score -1295079 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1295255.875000 Penalty: 3083.517334
	Iteration 7Q: 3 clusters Score -1295256 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1295401.750000 Penalty: 3083.517334
	Iteration 8Q: 3 clusters Score -1295402 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1295502.250000 Penalty: 3083.517334
	Iteration 9Q: 3 clusters Score -1295502 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1295591.000000 Penalty: 3083.517334
	Iteration 10Q: 3 clusters Score -1295591 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1295675.875000 Penalty: 3083.517334
	Iteration 11Q: 3 clusters Score -1295676 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1295757.000000 Penalty: 3083.517334
	Iteration 12Q: 3 clusters Score -1295757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1295831.625000 Penalty: 3083.517334
	Iteration 13Q: 3 clusters Score -1295832 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1295895.000000 Penalty: 3083.517334
	Iteration 14Q: 3 clusters Score -1295895 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1295957.250000 Penalty: 3083.517334
	Iteration 15Q: 3 clusters Score -1295957 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1296029.875000 Penalty: 3083.517334
	Iteration 16Q: 3 clusters Score -1296030 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1296099.250000 Penalty: 3083.517334
	Iteration 17Q: 3 clusters Score -1296099 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1296182.250000 Penalty: 3083.517334
	Iteration 18Q: 3 clusters Score -1296182 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1296250.125000 Penalty: 3083.517334
	Iteration 19Q: 3 clusters Score -1296250 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1296315.750000 Penalty: 3083.517334
	Iteration 20F: 3 clusters Score -1296316 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1296370.500000 Penalty: 3083.517334
	Iteration 21Q: 3 clusters Score -1296370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1296411.250000 Penalty: 3083.517334
	Iteration 22Q: 3 clusters Score -1296411 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1296445.125000 Penalty: 3083.517334
	Iteration 23Q: 3 clusters Score -1296445 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1296479.625000 Penalty: 3083.517334
	Iteration 24Q: 3 clusters Score -1296480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1296504.625000 Penalty: 3083.517334
	Iteration 25Q: 3 clusters Score -1296505 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1296539.250000 Penalty: 3083.517334
	Iteration 26Q: 3 clusters Score -1296539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1296557.250000 Penalty: 3083.517334
	Iteration 27Q: 3 clusters Score -1296557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1296581.625000 Penalty: 3083.517334
	Iteration 28Q: 3 clusters Score -1296582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1296607.500000 Penalty: 3083.517334
	Iteration 29Q: 3 clusters Score -1296608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1296621.250000 Penalty: 3083.517334
	Iteration 30Q: 3 clusters Score -1296621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1296637.000000 Penalty: 3083.517334
	Iteration 31Q: 3 clusters Score -1296637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1296656.625000 Penalty: 3083.517334
	Iteration 32Q: 3 clusters Score -1296657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1296682.375000 Penalty: 3083.517334
	Iteration 33Q: 3 clusters Score -1296682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1296702.125000 Penalty: 3083.517334
	Iteration 34Q: 3 clusters Score -1296702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1296726.875000 Penalty: 3083.517334
	Iteration 35Q: 3 clusters Score -1296727 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1296752.250000 Penalty: 3083.517334
	Iteration 36Q: 3 clusters Score -1296752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1296783.375000 Penalty: 3083.517334
	Iteration 37Q: 3 clusters Score -1296783 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1296809.125000 Penalty: 3083.517334
	Iteration 38Q: 3 clusters Score -1296809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1296847.875000 Penalty: 3083.517334
	Iteration 39Q: 3 clusters Score -1296848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1296888.500000 Penalty: 3083.517334
	Iteration 40F: 3 clusters Score -1296888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1296921.250000 Penalty: 3083.517334
	Iteration 41Q: 3 clusters Score -1296921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1296977.625000 Penalty: 3083.517334
	Iteration 42Q: 3 clusters Score -1296978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1297037.500000 Penalty: 3083.517334
	Iteration 43Q: 3 clusters Score -1297038 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1297094.375000 Penalty: 3083.517334
	Iteration 44Q: 3 clusters Score -1297094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1297160.125000 Penalty: 3083.517334
	Iteration 45Q: 3 clusters Score -1297160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1297225.000000 Penalty: 3083.517334
	Iteration 46Q: 3 clusters Score -1297225 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1297272.875000 Penalty: 3083.517334
	Iteration 47Q: 3 clusters Score -1297273 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1297301.250000 Penalty: 3083.517334
	Iteration 48Q: 3 clusters Score -1297301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1297319.500000 Penalty: 3083.517334
	Iteration 49Q: 3 clusters Score -1297320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1297337.750000 Penalty: 3083.517334
	Iteration 50Q: 3 clusters Score -1297338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1297346.500000 Penalty: 3083.517334
	Iteration 51Q: 3 clusters Score -1297346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1297351.375000 Penalty: 3083.517334
	Iteration 52Q: 3 clusters Score -1297351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1297357.625000 Penalty: 3083.517334
	Iteration 53Q: 3 clusters Score -1297358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1297365.250000 Penalty: 3083.517334
	Iteration 54Q: 3 clusters Score -1297365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1297370.375000 Penalty: 3083.517334
	Iteration 55Q: 3 clusters Score -1297370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1297372.500000 Penalty: 3083.517334
	Iteration 56Q: 3 clusters Score -1297372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1297377.250000 Penalty: 3083.517334
	Iteration 57Q: 3 clusters Score -1297377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1297377.750000 Penalty: 3083.517334
	Iteration 58Q: 3 clusters Score -1297378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1297382.500000 Penalty: 3083.517334
	Iteration 59Q: 3 clusters Score -1297382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1297387.250000 Penalty: 3083.517334
	Iteration 60F: 3 clusters Score -1297387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1297386.875000 Penalty: 3083.517334
	Iteration 61Q: 3 clusters Score -1297387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1297391.125000 Penalty: 3083.517334
	Iteration 62Q: 3 clusters Score -1297391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1297396.000000 Penalty: 3083.517334
	Iteration 63Q: 3 clusters Score -1297396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1297398.750000 Penalty: 3083.517334
	Iteration 64Q: 3 clusters Score -1297399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1297398.500000 Penalty: 3083.517334
	Iteration 65Q: 3 clusters Score -1297398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1297399.250000 Penalty: 3083.517334
	Iteration 66Q: 3 clusters Score -1297399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1297397.625000 Penalty: 3083.517334
	Iteration 67Q: 3 clusters Score -1297398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1297399.500000 Penalty: 3083.517334
	Iteration 68Q: 3 clusters Score -1297400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1297399.500000 Penalty: 3083.517334
	Iteration 69F: 3 clusters Score -1297400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -208869.718750 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -208869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -206655.593750 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -206655.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -207498.000000 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -207498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -207858.796875 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -207858.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -208214.953125 Penalty: 2500.677734
	Iteration 3F: 3 clusters Score -208215 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -208489.656250 Penalty: 2500.677734
	Iteration 4F: 3 clusters Score -208489.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -208684.437500 Penalty: 2500.677734
	Iteration 5F: 3 clusters Score -208684.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -208795.625000 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -208795.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -208878.281250 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -208878.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -208946.203125 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -208946.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -209002.500000 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -209002.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -209032.578125 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -209032.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -209057.312500 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -209057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -209067.109375 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -209067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -209087.593750 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -209087.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -209106.578125 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -209106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -209118.015625 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -209118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -209120.390625 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -209120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -209120.828125 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -209120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -209120.828125 Penalty: 2500.677734
	Iteration 18F: 3 clusters Score -209120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 446 members 
Entering Unmasked Estep 
Score: -54941192.000000 Penalty: 81699.078125
Splitting cluster 8 changes total score from -54941728.000000 to -54941192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (74368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Entering Unmasked Estep 
Score: -7875137.500000 Penalty: 1822.726807
	Iteration 0F: 2 clusters Score -7875138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -7825663.500000 Penalty: 3645.453613
	Iteration 0F: 3 clusters Score -7825664 nChanged 35014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -7846006.000000 Penalty: 3645.453613
	Iteration 1F: 3 clusters Score -7846006 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -7847184.000000 Penalty: 3645.453613
	Iteration 2Q: 3 clusters Score -7847184 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -7848920.500000 Penalty: 3645.453613
	Iteration 3F: 3 clusters Score -7848920 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -7851697.500000 Penalty: 3645.453613
	Iteration 4F: 3 clusters Score -7851698 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7856080.500000 Penalty: 3645.453613
	Iteration 5F: 3 clusters Score -7856080 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -7861370.000000 Penalty: 3645.453613
	Iteration 6F: 3 clusters Score -7861370 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -7866201.500000 Penalty: 3645.453613
	Iteration 7F: 3 clusters Score -7866202 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -7869625.000000 Penalty: 3645.453613
	Iteration 8Q: 3 clusters Score -7869625 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -7871657.000000 Penalty: 3645.453613
	Iteration 9Q: 3 clusters Score -7871657 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7872561.500000 Penalty: 3645.453613
	Iteration 10Q: 3 clusters Score -7872562 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -7873075.000000 Penalty: 3645.453613
	Iteration 11Q: 3 clusters Score -7873075 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7873478.000000 Penalty: 3645.453613
	Iteration 12Q: 3 clusters Score -7873478 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7873675.500000 Penalty: 3645.453613
	Iteration 13Q: 3 clusters Score -7873676 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7873801.000000 Penalty: 3645.453613
	Iteration 14Q: 3 clusters Score -7873801 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7873908.500000 Penalty: 3645.453613
	Iteration 15Q: 3 clusters Score -7873908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7873962.000000 Penalty: 3645.453613
	Iteration 16Q: 3 clusters Score -7873962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7873995.500000 Penalty: 3645.453613
	Iteration 17Q: 3 clusters Score -7873996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7874019.000000 Penalty: 3645.453613
	Iteration 18Q: 3 clusters Score -7874019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7874047.000000 Penalty: 3645.453613
	Iteration 19Q: 3 clusters Score -7874047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7874051.000000 Penalty: 3645.453613
	Iteration 20F: 3 clusters Score -7874051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7874041.000000 Penalty: 3645.453613
	Iteration 21Q: 3 clusters Score -7874041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7874043.500000 Penalty: 3645.453613
	Iteration 22Q: 3 clusters Score -7874044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7874036.000000 Penalty: 3645.453613
	Iteration 23Q: 3 clusters Score -7874036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7874037.500000 Penalty: 3645.453613
	Iteration 24Q: 3 clusters Score -7874038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7874038.500000 Penalty: 3645.453613
	Iteration 25Q: 3 clusters Score -7874038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7874040.500000 Penalty: 3645.453613
	Iteration 26Q: 3 clusters Score -7874040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7874047.000000 Penalty: 3645.453613
	Iteration 27Q: 3 clusters Score -7874047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7874049.000000 Penalty: 3645.453613
	Iteration 28Q: 3 clusters Score -7874049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7874043.500000 Penalty: 3645.453613
	Iteration 29Q: 3 clusters Score -7874044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7874052.000000 Penalty: 3645.453613
	Iteration 30Q: 3 clusters Score -7874052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7874064.500000 Penalty: 3645.453613
	Iteration 31Q: 3 clusters Score -7874064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7874066.000000 Penalty: 3645.453613
	Iteration 32Q: 3 clusters Score -7874066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7874057.000000 Penalty: 3645.453613
	Iteration 33Q: 3 clusters Score -7874057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7874060.500000 Penalty: 3645.453613
	Iteration 34Q: 3 clusters Score -7874060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7874063.000000 Penalty: 3645.453613
	Iteration 35Q: 3 clusters Score -7874063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7874061.500000 Penalty: 3645.453613
	Iteration 36Q: 3 clusters Score -7874062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7874066.500000 Penalty: 3645.453613
	Iteration 37Q: 3 clusters Score -7874066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7874074.500000 Penalty: 3645.453613
	Iteration 38Q: 3 clusters Score -7874074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7874075.500000 Penalty: 3645.453613
	Iteration 39Q: 3 clusters Score -7874076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7874073.000000 Penalty: 3645.453613
	Iteration 40F: 3 clusters Score -7874073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7874067.000000 Penalty: 3645.453613
	Iteration 41Q: 3 clusters Score -7874067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7874073.500000 Penalty: 3645.453613
	Iteration 42Q: 3 clusters Score -7874074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7874078.000000 Penalty: 3645.453613
	Iteration 43Q: 3 clusters Score -7874078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7874079.000000 Penalty: 3645.453613
	Iteration 44Q: 3 clusters Score -7874079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7874081.000000 Penalty: 3645.453613
	Iteration 45Q: 3 clusters Score -7874081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7874082.500000 Penalty: 3645.453613
	Iteration 46Q: 3 clusters Score -7874082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7874085.000000 Penalty: 3645.453613
	Iteration 47Q: 3 clusters Score -7874085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7874081.000000 Penalty: 3645.453613
	Iteration 48Q: 3 clusters Score -7874081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7874081.500000 Penalty: 3645.453613
	Iteration 49Q: 3 clusters Score -7874082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7874081.500000 Penalty: 3645.453613
	Iteration 50Q: 3 clusters Score -7874082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7874075.000000 Penalty: 3645.453613
	Iteration 51Q: 3 clusters Score -7874075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7874071.500000 Penalty: 3645.453613
	Iteration 52Q: 3 clusters Score -7874072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7874072.500000 Penalty: 3645.453613
	Iteration 53Q: 3 clusters Score -7874072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7874077.500000 Penalty: 3645.453613
	Iteration 54Q: 3 clusters Score -7874078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7874066.000000 Penalty: 3645.453613
	Iteration 55Q: 3 clusters Score -7874066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7874080.000000 Penalty: 3645.453613
	Iteration 56Q: 3 clusters Score -7874080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7874080.000000 Penalty: 3645.453613
	Iteration 57Q: 3 clusters Score -7874080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7874077.000000 Penalty: 3645.453613
	Iteration 58Q: 3 clusters Score -7874077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7874073.000000 Penalty: 3645.453613
	Iteration 59Q: 3 clusters Score -7874073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7874074.500000 Penalty: 3645.453613
	Iteration 60F: 3 clusters Score -7874074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7874076.500000 Penalty: 3645.453613
	Iteration 61Q: 3 clusters Score -7874076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7874082.500000 Penalty: 3645.453613
	Iteration 62Q: 3 clusters Score -7874082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7874080.000000 Penalty: 3645.453613
	Iteration 63Q: 3 clusters Score -7874080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7874092.000000 Penalty: 3645.453613
	Iteration 64Q: 3 clusters Score -7874092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7874092.000000 Penalty: 3645.453613
	Iteration 65Q: 3 clusters Score -7874092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7874087.500000 Penalty: 3645.453613
	Iteration 66Q: 3 clusters Score -7874088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7874090.000000 Penalty: 3645.453613
	Iteration 67Q: 3 clusters Score -7874090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7874093.000000 Penalty: 3645.453613
	Iteration 68Q: 3 clusters Score -7874093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7874091.500000 Penalty: 3645.453613
	Iteration 69Q: 3 clusters Score -7874092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7874093.500000 Penalty: 3645.453613
	Iteration 70Q: 3 clusters Score -7874094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7874093.500000 Penalty: 3645.453613
	Iteration 71Q: 3 clusters Score -7874094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7874087.500000 Penalty: 3645.453613
	Iteration 72Q: 3 clusters Score -7874088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7874087.000000 Penalty: 3645.453613
	Iteration 73Q: 3 clusters Score -7874087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7874079.500000 Penalty: 3645.453613
	Iteration 74Q: 3 clusters Score -7874080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7874079.500000 Penalty: 3645.453613
	Iteration 75Q: 3 clusters Score -7874080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7874084.000000 Penalty: 3645.453613
	Iteration 76Q: 3 clusters Score -7874084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7874087.000000 Penalty: 3645.453613
	Iteration 77Q: 3 clusters Score -7874087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7874085.000000 Penalty: 3645.453613
	Iteration 78Q: 3 clusters Score -7874085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7874082.500000 Penalty: 3645.453613
	Iteration 79Q: 3 clusters Score -7874082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7874081.500000 Penalty: 3645.453613
	Iteration 80F: 3 clusters Score -7874082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -317358.531250 Penalty: 1314.391357
	Iteration 0F: 2 clusters Score -317358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -314457.062500 Penalty: 2628.782715
	Iteration 0F: 3 clusters Score -314457.1 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -315347.500000 Penalty: 2628.782715
	Iteration 1F: 3 clusters Score -315347.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315680.000000 Penalty: 2628.782715
	Iteration 2F: 3 clusters Score -315680 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -316016.031250 Penalty: 2628.782715
	Iteration 3F: 3 clusters Score -316016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -316318.781250 Penalty: 2628.782715
	Iteration 4F: 3 clusters Score -316318.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -316562.250000 Penalty: 2628.782715
	Iteration 5F: 3 clusters Score -316562.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -316776.375000 Penalty: 2628.782715
	Iteration 6F: 3 clusters Score -316776.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -316865.875000 Penalty: 2628.782715
	Iteration 7Q: 3 clusters Score -316865.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -316908.343750 Penalty: 2628.782715
	Iteration 8Q: 3 clusters Score -316908.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -316939.187500 Penalty: 2628.782715
	Iteration 9Q: 3 clusters Score -316939.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316964.250000 Penalty: 2628.782715
	Iteration 10Q: 3 clusters Score -316964.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -316988.750000 Penalty: 2628.782715
	Iteration 11Q: 3 clusters Score -316988.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -317009.437500 Penalty: 2628.782715
	Iteration 12Q: 3 clusters Score -317009.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -317022.593750 Penalty: 2628.782715
	Iteration 13Q: 3 clusters Score -317022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317027.343750 Penalty: 2628.782715
	Iteration 14Q: 3 clusters Score -317027.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317035.031250 Penalty: 2628.782715
	Iteration 15Q: 3 clusters Score -317035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317041.156250 Penalty: 2628.782715
	Iteration 16Q: 3 clusters Score -317041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317047.625000 Penalty: 2628.782715
	Iteration 17Q: 3 clusters Score -317047.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -317052.687500 Penalty: 2628.782715
	Iteration 18Q: 3 clusters Score -317052.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -317058.750000 Penalty: 2628.782715
	Iteration 19Q: 3 clusters Score -317058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -317063.531250 Penalty: 2628.782715
	Iteration 20F: 3 clusters Score -317063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -317066.531250 Penalty: 2628.782715
	Iteration 21Q: 3 clusters Score -317066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -317068.468750 Penalty: 2628.782715
	Iteration 22Q: 3 clusters Score -317068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -317069.093750 Penalty: 2628.782715
	Iteration 23Q: 3 clusters Score -317069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -317070.375000 Penalty: 2628.782715
	Iteration 24Q: 3 clusters Score -317070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -317070.968750 Penalty: 2628.782715
	Iteration 25Q: 3 clusters Score -317071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -317070.500000 Penalty: 2628.782715
	Iteration 26Q: 3 clusters Score -317070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -317070.500000 Penalty: 2628.782715
	Iteration 27F: 3 clusters Score -317070.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Entering Unmasked Estep 
Score: -6453766.000000 Penalty: 1795.501221
	Iteration 0F: 2 clusters Score -6453766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6411726.500000 Penalty: 3591.002441
	Iteration 0F: 3 clusters Score -6411726 nChanged 29692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -6428563.000000 Penalty: 3591.002441
	Iteration 1F: 3 clusters Score -6428563 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -6429086.000000 Penalty: 3591.002441
	Iteration 2Q: 3 clusters Score -6429086 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6429626.500000 Penalty: 3591.002441
	Iteration 3Q: 3 clusters Score -6429626 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6430190.500000 Penalty: 3591.002441
	Iteration 4Q: 3 clusters Score -6430190 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6430827.500000 Penalty: 3591.002441
	Iteration 5Q: 3 clusters Score -6430828 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6431740.500000 Penalty: 3591.002441
	Iteration 6Q: 3 clusters Score -6431740 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -6433025.000000 Penalty: 3591.002441
	Iteration 7Q: 3 clusters Score -6433025 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6434968.500000 Penalty: 3591.002441
	Iteration 8F: 3 clusters Score -6434968 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -6437745.500000 Penalty: 3591.002441
	Iteration 9F: 3 clusters Score -6437746 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -6441418.500000 Penalty: 3591.002441
	Iteration 10F: 3 clusters Score -6441418 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -6445315.500000 Penalty: 3591.002441
	Iteration 11F: 3 clusters Score -6445316 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6448422.500000 Penalty: 3591.002441
	Iteration 12F: 3 clusters Score -6448422 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6450334.000000 Penalty: 3591.002441
	Iteration 13Q: 3 clusters Score -6450334 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6451323.500000 Penalty: 3591.002441
	Iteration 14Q: 3 clusters Score -6451324 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6451837.500000 Penalty: 3591.002441
	Iteration 15Q: 3 clusters Score -6451838 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6452082.500000 Penalty: 3591.002441
	Iteration 16Q: 3 clusters Score -6452082 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6452208.000000 Penalty: 3591.002441
	Iteration 17Q: 3 clusters Score -6452208 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6452265.000000 Penalty: 3591.002441
	Iteration 18Q: 3 clusters Score -6452265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6452309.500000 Penalty: 3591.002441
	Iteration 19Q: 3 clusters Score -6452310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6452324.000000 Penalty: 3591.002441
	Iteration 20F: 3 clusters Score -6452324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6452332.500000 Penalty: 3591.002441
	Iteration 21Q: 3 clusters Score -6452332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6452339.500000 Penalty: 3591.002441
	Iteration 22Q: 3 clusters Score -6452340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6452349.000000 Penalty: 3591.002441
	Iteration 23Q: 3 clusters Score -6452349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6452361.000000 Penalty: 3591.002441
	Iteration 24Q: 3 clusters Score -6452361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6452372.500000 Penalty: 3591.002441
	Iteration 25Q: 3 clusters Score -6452372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6452377.000000 Penalty: 3591.002441
	Iteration 26Q: 3 clusters Score -6452377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6452385.500000 Penalty: 3591.002441
	Iteration 27Q: 3 clusters Score -6452386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6452398.500000 Penalty: 3591.002441
	Iteration 28Q: 3 clusters Score -6452398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6452394.500000 Penalty: 3591.002441
	Iteration 29Q: 3 clusters Score -6452394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6452399.500000 Penalty: 3591.002441
	Iteration 30Q: 3 clusters Score -6452400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6452401.000000 Penalty: 3591.002441
	Iteration 31Q: 3 clusters Score -6452401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6452398.000000 Penalty: 3591.002441
	Iteration 32Q: 3 clusters Score -6452398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6452402.000000 Penalty: 3591.002441
	Iteration 33Q: 3 clusters Score -6452402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6452402.000000 Penalty: 3591.002441
	Iteration 34F: 3 clusters Score -6452402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Entering Unmasked Estep 
Score: -3075556.750000 Penalty: 1677.073608
	Iteration 0F: 2 clusters Score -3075557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3055154.750000 Penalty: 3354.147217
	Iteration 0F: 3 clusters Score -3055155 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3062802.750000 Penalty: 3354.147217
	Iteration 1F: 3 clusters Score -3062803 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3063288.000000 Penalty: 3354.147217
	Iteration 2Q: 3 clusters Score -3063288 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3063849.000000 Penalty: 3354.147217
	Iteration 3Q: 3 clusters Score -3063849 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3064591.500000 Penalty: 3354.147217
	Iteration 4F: 3 clusters Score -3064592 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3065463.000000 Penalty: 3354.147217
	Iteration 5F: 3 clusters Score -3065463 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3066472.500000 Penalty: 3354.147217
	Iteration 6F: 3 clusters Score -3066472 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3067504.750000 Penalty: 3354.147217
	Iteration 7F: 3 clusters Score -3067505 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3068538.500000 Penalty: 3354.147217
	Iteration 8F: 3 clusters Score -3068538 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3069530.500000 Penalty: 3354.147217
	Iteration 9Q: 3 clusters Score -3069530 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3070354.750000 Penalty: 3354.147217
	Iteration 10Q: 3 clusters Score -3070355 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3071005.500000 Penalty: 3354.147217
	Iteration 11Q: 3 clusters Score -3071006 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3071449.000000 Penalty: 3354.147217
	Iteration 12Q: 3 clusters Score -3071449 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3071778.750000 Penalty: 3354.147217
	Iteration 13Q: 3 clusters Score -3071779 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3072047.250000 Penalty: 3354.147217
	Iteration 14Q: 3 clusters Score -3072047 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3072299.500000 Penalty: 3354.147217
	Iteration 15Q: 3 clusters Score -3072300 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3072536.500000 Penalty: 3354.147217
	Iteration 16Q: 3 clusters Score -3072536 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3072763.750000 Penalty: 3354.147217
	Iteration 17Q: 3 clusters Score -3072764 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3072984.500000 Penalty: 3354.147217
	Iteration 18Q: 3 clusters Score -3072984 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3073176.250000 Penalty: 3354.147217
	Iteration 19Q: 3 clusters Score -3073176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3073348.500000 Penalty: 3354.147217
	Iteration 20F: 3 clusters Score -3073348 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3073550.750000 Penalty: 3354.147217
	Iteration 21Q: 3 clusters Score -3073551 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3073745.750000 Penalty: 3354.147217
	Iteration 22Q: 3 clusters Score -3073746 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3073906.250000 Penalty: 3354.147217
	Iteration 23Q: 3 clusters Score -3073906 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3074078.000000 Penalty: 3354.147217
	Iteration 24Q: 3 clusters Score -3074078 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3074225.750000 Penalty: 3354.147217
	Iteration 25Q: 3 clusters Score -3074226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3074344.750000 Penalty: 3354.147217
	Iteration 26Q: 3 clusters Score -3074345 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3074452.750000 Penalty: 3354.147217
	Iteration 27Q: 3 clusters Score -3074453 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3074561.000000 Penalty: 3354.147217
	Iteration 28Q: 3 clusters Score -3074561 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3074660.250000 Penalty: 3354.147217
	Iteration 29Q: 3 clusters Score -3074660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3074712.250000 Penalty: 3354.147217
	Iteration 30Q: 3 clusters Score -3074712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3074774.500000 Penalty: 3354.147217
	Iteration 31Q: 3 clusters Score -3074774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3074824.250000 Penalty: 3354.147217
	Iteration 32Q: 3 clusters Score -3074824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3074874.750000 Penalty: 3354.147217
	Iteration 33Q: 3 clusters Score -3074875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3074907.500000 Penalty: 3354.147217
	Iteration 34Q: 3 clusters Score -3074908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3074945.250000 Penalty: 3354.147217
	Iteration 35Q: 3 clusters Score -3074945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3074974.750000 Penalty: 3354.147217
	Iteration 36Q: 3 clusters Score -3074975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3075003.500000 Penalty: 3354.147217
	Iteration 37Q: 3 clusters Score -3075004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3075036.500000 Penalty: 3354.147217
	Iteration 38Q: 3 clusters Score -3075036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3075057.000000 Penalty: 3354.147217
	Iteration 39Q: 3 clusters Score -3075057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3075083.750000 Penalty: 3354.147217
	Iteration 40F: 3 clusters Score -3075084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3075108.750000 Penalty: 3354.147217
	Iteration 41Q: 3 clusters Score -3075109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3075125.500000 Penalty: 3354.147217
	Iteration 42Q: 3 clusters Score -3075126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3075140.500000 Penalty: 3354.147217
	Iteration 43Q: 3 clusters Score -3075140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3075147.750000 Penalty: 3354.147217
	Iteration 44Q: 3 clusters Score -3075148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3075158.250000 Penalty: 3354.147217
	Iteration 45Q: 3 clusters Score -3075158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3075170.000000 Penalty: 3354.147217
	Iteration 46Q: 3 clusters Score -3075170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3075174.750000 Penalty: 3354.147217
	Iteration 47Q: 3 clusters Score -3075175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3075183.250000 Penalty: 3354.147217
	Iteration 48Q: 3 clusters Score -3075183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3075190.000000 Penalty: 3354.147217
	Iteration 49Q: 3 clusters Score -3075190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3075194.750000 Penalty: 3354.147217
	Iteration 50Q: 3 clusters Score -3075195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3075195.750000 Penalty: 3354.147217
	Iteration 51Q: 3 clusters Score -3075196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3075198.500000 Penalty: 3354.147217
	Iteration 52Q: 3 clusters Score -3075198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3075200.250000 Penalty: 3354.147217
	Iteration 53Q: 3 clusters Score -3075200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3075202.250000 Penalty: 3354.147217
	Iteration 54Q: 3 clusters Score -3075202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3075199.000000 Penalty: 3354.147217
	Iteration 55Q: 3 clusters Score -3075199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3075200.750000 Penalty: 3354.147217
	Iteration 56Q: 3 clusters Score -3075201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3075202.500000 Penalty: 3354.147217
	Iteration 57Q: 3 clusters Score -3075202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3075204.750000 Penalty: 3354.147217
	Iteration 58Q: 3 clusters Score -3075205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3075208.000000 Penalty: 3354.147217
	Iteration 59Q: 3 clusters Score -3075208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3075208.000000 Penalty: 3354.147217
	Iteration 60F: 3 clusters Score -3075208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -180423.671875 Penalty: 1215.477905
	Iteration 0F: 2 clusters Score -180423.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178465.250000 Penalty: 2430.955811
	Iteration 0F: 3 clusters Score -178465.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178849.781250 Penalty: 2430.955811
	Iteration 1F: 3 clusters Score -178849.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -178936.562500 Penalty: 2430.955811
	Iteration 2F: 3 clusters Score -178936.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -178985.125000 Penalty: 2430.955811
	Iteration 3Q: 3 clusters Score -178985.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179021.625000 Penalty: 2430.955811
	Iteration 4Q: 3 clusters Score -179021.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179055.281250 Penalty: 2430.955811
	Iteration 5Q: 3 clusters Score -179055.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179082.078125 Penalty: 2430.955811
	Iteration 6Q: 3 clusters Score -179082.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -179102.515625 Penalty: 2430.955811
	Iteration 7Q: 3 clusters Score -179102.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179119.531250 Penalty: 2430.955811
	Iteration 8Q: 3 clusters Score -179119.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -179134.640625 Penalty: 2430.955811
	Iteration 9Q: 3 clusters Score -179134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -179142.468750 Penalty: 2430.955811
	Iteration 10Q: 3 clusters Score -179142.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179147.125000 Penalty: 2430.955811
	Iteration 11Q: 3 clusters Score -179147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179149.656250 Penalty: 2430.955811
	Iteration 12Q: 3 clusters Score -179149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179151.156250 Penalty: 2430.955811
	Iteration 13Q: 3 clusters Score -179151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179152.343750 Penalty: 2430.955811
	Iteration 14Q: 3 clusters Score -179152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179153.500000 Penalty: 2430.955811
	Iteration 15Q: 3 clusters Score -179153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179153.500000 Penalty: 2430.955811
	Iteration 16F: 3 clusters Score -179153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Entering Unmasked Estep 
Score: -11497559.000000 Penalty: 1888.664551
	Iteration 0F: 2 clusters Score -1.149756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -11424111.000000 Penalty: 3777.329102
	Iteration 0F: 3 clusters Score -1.142411e+07 nChanged 53768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -11455515.000000 Penalty: 3777.329102
	Iteration 1F: 3 clusters Score -1.145552e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -11456316.000000 Penalty: 3777.329102
	Iteration 2Q: 3 clusters Score -1.145632e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -11457330.000000 Penalty: 3777.329102
	Iteration 3Q: 3 clusters Score -1.145733e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -11458731.000000 Penalty: 3777.329102
	Iteration 4Q: 3 clusters Score -1.145873e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -11460954.000000 Penalty: 3777.329102
	Iteration 5Q: 3 clusters Score -1.146095e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -11464157.000000 Penalty: 3777.329102
	Iteration 6F: 3 clusters Score -1.146416e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -11468270.000000 Penalty: 3777.329102
	Iteration 7F: 3 clusters Score -1.146827e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -11472597.000000 Penalty: 3777.329102
	Iteration 8F: 3 clusters Score -1.14726e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -11476730.000000 Penalty: 3777.329102
	Iteration 9F: 3 clusters Score -1.147673e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -11479567.000000 Penalty: 3777.329102
	Iteration 10Q: 3 clusters Score -1.147957e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -11481178.000000 Penalty: 3777.329102
	Iteration 11Q: 3 clusters Score -1.148118e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -11482018.000000 Penalty: 3777.329102
	Iteration 12Q: 3 clusters Score -1.148202e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -11482516.000000 Penalty: 3777.329102
	Iteration 13Q: 3 clusters Score -1.148252e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -11483007.000000 Penalty: 3777.329102
	Iteration 14Q: 3 clusters Score -1.148301e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -11483354.000000 Penalty: 3777.329102
	Iteration 15Q: 3 clusters Score -1.148335e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -11483891.000000 Penalty: 3777.329102
	Iteration 16Q: 3 clusters Score -1.148389e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -11484502.000000 Penalty: 3777.329102
	Iteration 17Q: 3 clusters Score -1.14845e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -11485179.000000 Penalty: 3777.329102
	Iteration 18Q: 3 clusters Score -1.148518e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -11485806.000000 Penalty: 3777.329102
	Iteration 19Q: 3 clusters Score -1.148581e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -11486579.000000 Penalty: 3777.329102
	Iteration 20F: 3 clusters Score -1.148658e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -11487416.000000 Penalty: 3777.329102
	Iteration 21Q: 3 clusters Score -1.148742e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -11488319.000000 Penalty: 3777.329102
	Iteration 22Q: 3 clusters Score -1.148832e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -11489170.000000 Penalty: 3777.329102
	Iteration 23Q: 3 clusters Score -1.148917e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -11489763.000000 Penalty: 3777.329102
	Iteration 24Q: 3 clusters Score -1.148976e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -11490374.000000 Penalty: 3777.329102
	Iteration 25Q: 3 clusters Score -1.149037e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -11490785.000000 Penalty: 3777.329102
	Iteration 26Q: 3 clusters Score -1.149078e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -11491028.000000 Penalty: 3777.329102
	Iteration 27Q: 3 clusters Score -1.149103e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -11491328.000000 Penalty: 3777.329102
	Iteration 28Q: 3 clusters Score -1.149133e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -11491606.000000 Penalty: 3777.329102
	Iteration 29Q: 3 clusters Score -1.149161e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -11491804.000000 Penalty: 3777.329102
	Iteration 30Q: 3 clusters Score -1.14918e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -11491972.000000 Penalty: 3777.329102
	Iteration 31Q: 3 clusters Score -1.149197e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -11492136.000000 Penalty: 3777.329102
	Iteration 32Q: 3 clusters Score -1.149214e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -11492473.000000 Penalty: 3777.329102
	Iteration 33Q: 3 clusters Score -1.149247e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -11492841.000000 Penalty: 3777.329102
	Iteration 34Q: 3 clusters Score -1.149284e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -11493279.000000 Penalty: 3777.329102
	Iteration 35Q: 3 clusters Score -1.149328e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -11493821.000000 Penalty: 3777.329102
	Iteration 36Q: 3 clusters Score -1.149382e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -11494470.000000 Penalty: 3777.329102
	Iteration 37Q: 3 clusters Score -1.149447e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -11494986.000000 Penalty: 3777.329102
	Iteration 38Q: 3 clusters Score -1.149499e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -11495497.000000 Penalty: 3777.329102
	Iteration 39Q: 3 clusters Score -1.14955e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -11495921.000000 Penalty: 3777.329102
	Iteration 40F: 3 clusters Score -1.149592e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -11496189.000000 Penalty: 3777.329102
	Iteration 41Q: 3 clusters Score -1.149619e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -11496316.000000 Penalty: 3777.329102
	Iteration 42Q: 3 clusters Score -1.149632e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -11496461.000000 Penalty: 3777.329102
	Iteration 43Q: 3 clusters Score -1.149646e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -11496561.000000 Penalty: 3777.329102
	Iteration 44Q: 3 clusters Score -1.149656e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -11496647.000000 Penalty: 3777.329102
	Iteration 45Q: 3 clusters Score -1.149665e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -11496702.000000 Penalty: 3777.329102
	Iteration 46Q: 3 clusters Score -1.14967e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -11496733.000000 Penalty: 3777.329102
	Iteration 47Q: 3 clusters Score -1.149673e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -11496749.000000 Penalty: 3777.329102
	Iteration 48Q: 3 clusters Score -1.149675e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -11496791.000000 Penalty: 3777.329102
	Iteration 49Q: 3 clusters Score -1.149679e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -11496760.000000 Penalty: 3777.329102
	Iteration 50Q: 3 clusters Score -1.149676e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -11496799.000000 Penalty: 3777.329102
	Iteration 51Q: 3 clusters Score -1.14968e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -11496816.000000 Penalty: 3777.329102
	Iteration 52Q: 3 clusters Score -1.149682e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -11496819.000000 Penalty: 3777.329102
	Iteration 53Q: 3 clusters Score -1.149682e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -11496845.000000 Penalty: 3777.329102
	Iteration 54Q: 3 clusters Score -1.149684e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 101843 members 
Entering Unmasked Estep 
Score: -11496858.000000 Penalty: 3777.329102
	Iteration 55Q: 3 clusters Score -1.149686e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -11496876.000000 Penalty: 3777.329102
	Iteration 56Q: 3 clusters Score -1.149688e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -11496863.000000 Penalty: 3777.329102
	Iteration 57Q: 3 clusters Score -1.149686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -11496866.000000 Penalty: 3777.329102
	Iteration 58Q: 3 clusters Score -1.149687e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -11496876.000000 Penalty: 3777.329102
	Iteration 59Q: 3 clusters Score -1.149688e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -11496866.000000 Penalty: 3777.329102
	Iteration 60F: 3 clusters Score -1.149687e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -11496861.000000 Penalty: 3777.329102
	Iteration 61Q: 3 clusters Score -1.149686e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -11496865.000000 Penalty: 3777.329102
	Iteration 62Q: 3 clusters Score -1.149686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -11496875.000000 Penalty: 3777.329102
	Iteration 63Q: 3 clusters Score -1.149688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -11496876.000000 Penalty: 3777.329102
	Iteration 64Q: 3 clusters Score -1.149688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -11496871.000000 Penalty: 3777.329102
	Iteration 65Q: 3 clusters Score -1.149687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -11496875.000000 Penalty: 3777.329102
	Iteration 66Q: 3 clusters Score -1.149688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -11496863.000000 Penalty: 3777.329102
	Iteration 67Q: 3 clusters Score -1.149686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -11496862.000000 Penalty: 3777.329102
	Iteration 68Q: 3 clusters Score -1.149686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -11496863.000000 Penalty: 3777.329102
	Iteration 69Q: 3 clusters Score -1.149686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 102476 members 
Entering Unmasked Estep 
Score: -11496874.000000 Penalty: 3777.329102
	Iteration 70Q: 3 clusters Score -1.149687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -11496874.000000 Penalty: 3777.329102
	Iteration 71Q: 3 clusters Score -1.149687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -11496874.000000 Penalty: 3777.329102
	Iteration 72F: 3 clusters Score -1.149687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Entering Unmasked Estep 
Score: -4197278.500000 Penalty: 1724.348511
	Iteration 0F: 2 clusters Score -4197278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4170207.000000 Penalty: 3448.697021
	Iteration 0F: 3 clusters Score -4170207 nChanged 18854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4181102.000000 Penalty: 3448.697021
	Iteration 1F: 3 clusters Score -4181102 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4181799.000000 Penalty: 3448.697021
	Iteration 2Q: 3 clusters Score -4181799 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4182569.500000 Penalty: 3448.697021
	Iteration 3Q: 3 clusters Score -4182570 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4183451.750000 Penalty: 3448.697021
	Iteration 4Q: 3 clusters Score -4183452 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -4184498.250000 Penalty: 3448.697021
	Iteration 5Q: 3 clusters Score -4184498 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4185744.500000 Penalty: 3448.697021
	Iteration 6F: 3 clusters Score -4185744 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4187123.500000 Penalty: 3448.697021
	Iteration 7F: 3 clusters Score -4187124 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4188504.500000 Penalty: 3448.697021
	Iteration 8F: 3 clusters Score -4188504 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4189666.000000 Penalty: 3448.697021
	Iteration 9Q: 3 clusters Score -4189666 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -4190507.500000 Penalty: 3448.697021
	Iteration 10Q: 3 clusters Score -4190508 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4190981.250000 Penalty: 3448.697021
	Iteration 11Q: 3 clusters Score -4190981 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4191248.250000 Penalty: 3448.697021
	Iteration 12Q: 3 clusters Score -4191248 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4191443.500000 Penalty: 3448.697021
	Iteration 13Q: 3 clusters Score -4191444 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4191610.250000 Penalty: 3448.697021
	Iteration 14Q: 3 clusters Score -4191610 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4191765.750000 Penalty: 3448.697021
	Iteration 15Q: 3 clusters Score -4191766 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4191908.750000 Penalty: 3448.697021
	Iteration 16Q: 3 clusters Score -4191909 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4192026.250000 Penalty: 3448.697021
	Iteration 17Q: 3 clusters Score -4192026 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4192169.250000 Penalty: 3448.697021
	Iteration 18Q: 3 clusters Score -4192169 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4192279.000000 Penalty: 3448.697021
	Iteration 19Q: 3 clusters Score -4192279 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4192398.750000 Penalty: 3448.697021
	Iteration 20F: 3 clusters Score -4192399 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4192509.500000 Penalty: 3448.697021
	Iteration 21Q: 3 clusters Score -4192510 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -4192663.750000 Penalty: 3448.697021
	Iteration 22Q: 3 clusters Score -4192664 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4192794.750000 Penalty: 3448.697021
	Iteration 23Q: 3 clusters Score -4192795 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -4192969.500000 Penalty: 3448.697021
	Iteration 24Q: 3 clusters Score -4192970 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4193191.250000 Penalty: 3448.697021
	Iteration 25Q: 3 clusters Score -4193191 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4193419.250000 Penalty: 3448.697021
	Iteration 26Q: 3 clusters Score -4193419 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4193640.500000 Penalty: 3448.697021
	Iteration 27Q: 3 clusters Score -4193640 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4193854.250000 Penalty: 3448.697021
	Iteration 28Q: 3 clusters Score -4193854 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4194068.000000 Penalty: 3448.697021
	Iteration 29Q: 3 clusters Score -4194068 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4194279.500000 Penalty: 3448.697021
	Iteration 30Q: 3 clusters Score -4194280 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4194550.500000 Penalty: 3448.697021
	Iteration 31Q: 3 clusters Score -4194550 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -4194785.500000 Penalty: 3448.697021
	Iteration 32Q: 3 clusters Score -4194786 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4194986.500000 Penalty: 3448.697021
	Iteration 33Q: 3 clusters Score -4194986 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4195174.500000 Penalty: 3448.697021
	Iteration 34Q: 3 clusters Score -4195174 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -4195321.500000 Penalty: 3448.697021
	Iteration 35Q: 3 clusters Score -4195322 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4195479.500000 Penalty: 3448.697021
	Iteration 36Q: 3 clusters Score -4195480 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4195607.000000 Penalty: 3448.697021
	Iteration 37Q: 3 clusters Score -4195607 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -4195725.500000 Penalty: 3448.697021
	Iteration 38Q: 3 clusters Score -4195726 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4195826.000000 Penalty: 3448.697021
	Iteration 39Q: 3 clusters Score -4195826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4195908.500000 Penalty: 3448.697021
	Iteration 40F: 3 clusters Score -4195908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4195972.000000 Penalty: 3448.697021
	Iteration 41Q: 3 clusters Score -4195972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4196054.500000 Penalty: 3448.697021
	Iteration 42Q: 3 clusters Score -4196054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4196105.000000 Penalty: 3448.697021
	Iteration 43Q: 3 clusters Score -4196105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -4196133.500000 Penalty: 3448.697021
	Iteration 44Q: 3 clusters Score -4196134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -4196153.000000 Penalty: 3448.697021
	Iteration 45Q: 3 clusters Score -4196153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4196168.500000 Penalty: 3448.697021
	Iteration 46Q: 3 clusters Score -4196168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4196183.500000 Penalty: 3448.697021
	Iteration 47Q: 3 clusters Score -4196184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -4196190.000000 Penalty: 3448.697021
	Iteration 48Q: 3 clusters Score -4196190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -4196193.000000 Penalty: 3448.697021
	Iteration 49Q: 3 clusters Score -4196193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4196202.000000 Penalty: 3448.697021
	Iteration 50Q: 3 clusters Score -4196202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4196209.000000 Penalty: 3448.697021
	Iteration 51Q: 3 clusters Score -4196209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -4196204.000000 Penalty: 3448.697021
	Iteration 52Q: 3 clusters Score -4196204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -4196208.000000 Penalty: 3448.697021
	Iteration 53Q: 3 clusters Score -4196208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -4196212.500000 Penalty: 3448.697021
	Iteration 54Q: 3 clusters Score -4196212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4196213.500000 Penalty: 3448.697021
	Iteration 55Q: 3 clusters Score -4196214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4196216.500000 Penalty: 3448.697021
	Iteration 56Q: 3 clusters Score -4196216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -4196218.000000 Penalty: 3448.697021
	Iteration 57Q: 3 clusters Score -4196218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -4196219.500000 Penalty: 3448.697021
	Iteration 58Q: 3 clusters Score -4196220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4196218.000000 Penalty: 3448.697021
	Iteration 59Q: 3 clusters Score -4196218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4196230.000000 Penalty: 3448.697021
	Iteration 60F: 3 clusters Score -4196230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -4196229.500000 Penalty: 3448.697021
	Iteration 61Q: 3 clusters Score -4196230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -4196236.500000 Penalty: 3448.697021
	Iteration 62Q: 3 clusters Score -4196236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4196239.000000 Penalty: 3448.697021
	Iteration 63Q: 3 clusters Score -4196239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4196246.500000 Penalty: 3448.697021
	Iteration 64Q: 3 clusters Score -4196246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -4196248.500000 Penalty: 3448.697021
	Iteration 65Q: 3 clusters Score -4196248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4196256.500000 Penalty: 3448.697021
	Iteration 66Q: 3 clusters Score -4196256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4196263.000000 Penalty: 3448.697021
	Iteration 67Q: 3 clusters Score -4196263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4196265.000000 Penalty: 3448.697021
	Iteration 68Q: 3 clusters Score -4196265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4196272.000000 Penalty: 3448.697021
	Iteration 69Q: 3 clusters Score -4196272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -4196274.000000 Penalty: 3448.697021
	Iteration 70Q: 3 clusters Score -4196274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4196276.500000 Penalty: 3448.697021
	Iteration 71Q: 3 clusters Score -4196276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4196277.500000 Penalty: 3448.697021
	Iteration 72Q: 3 clusters Score -4196278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4196282.000000 Penalty: 3448.697021
	Iteration 73Q: 3 clusters Score -4196282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4196285.500000 Penalty: 3448.697021
	Iteration 74Q: 3 clusters Score -4196286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4196288.500000 Penalty: 3448.697021
	Iteration 75Q: 3 clusters Score -4196288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -4196289.500000 Penalty: 3448.697021
	Iteration 76Q: 3 clusters Score -4196290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -4196293.000000 Penalty: 3448.697021
	Iteration 77Q: 3 clusters Score -4196293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4196299.000000 Penalty: 3448.697021
	Iteration 78Q: 3 clusters Score -4196299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -4196301.500000 Penalty: 3448.697021
	Iteration 79Q: 3 clusters Score -4196302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -4196301.000000 Penalty: 3448.697021
	Iteration 80F: 3 clusters Score -4196301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4196302.000000 Penalty: 3448.697021
	Iteration 81Q: 3 clusters Score -4196302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -4196303.000000 Penalty: 3448.697021
	Iteration 82Q: 3 clusters Score -4196303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4196305.000000 Penalty: 3448.697021
	Iteration 83Q: 3 clusters Score -4196305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -4196308.500000 Penalty: 3448.697021
	Iteration 84Q: 3 clusters Score -4196308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4196310.500000 Penalty: 3448.697021
	Iteration 85Q: 3 clusters Score -4196310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4196311.500000 Penalty: 3448.697021
	Iteration 86Q: 3 clusters Score -4196312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4196319.000000 Penalty: 3448.697021
	Iteration 87Q: 3 clusters Score -4196319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4196319.500000 Penalty: 3448.697021
	Iteration 88Q: 3 clusters Score -4196320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -4196320.500000 Penalty: 3448.697021
	Iteration 89Q: 3 clusters Score -4196320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4196328.000000 Penalty: 3448.697021
	Iteration 90Q: 3 clusters Score -4196328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -4196328.500000 Penalty: 3448.697021
	Iteration 91Q: 3 clusters Score -4196328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -4196330.000000 Penalty: 3448.697021
	Iteration 92Q: 3 clusters Score -4196330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -4196337.000000 Penalty: 3448.697021
	Iteration 93Q: 3 clusters Score -4196337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -4196334.000000 Penalty: 3448.697021
	Iteration 94Q: 3 clusters Score -4196334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -4196337.000000 Penalty: 3448.697021
	Iteration 95Q: 3 clusters Score -4196337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -4196335.000000 Penalty: 3448.697021
	Iteration 96Q: 3 clusters Score -4196335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4196335.000000 Penalty: 3448.697021
	Iteration 97Q: 3 clusters Score -4196335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -4196333.000000 Penalty: 3448.697021
	Iteration 98Q: 3 clusters Score -4196333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4196333.500000 Penalty: 3448.697021
	Iteration 99Q: 3 clusters Score -4196334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4196333.500000 Penalty: 3448.697021
	Iteration 100F: 3 clusters Score -4196334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -280681.843750 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -280681.8 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 1376 members 
Entering Unmasked Estep 
Score: -278031.031250 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -278031 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -278628.468750 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -278628.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -278787.187500 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -278787.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -278917.968750 Penalty: 2582.880615
	Iteration 3F: 3 clusters Score -278918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -279033.656250 Penalty: 2582.880615
	Iteration 4Q: 3 clusters Score -279033.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -279143.781250 Penalty: 2582.880615
	Iteration 5F: 3 clusters Score -279143.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -279271.750000 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -279271.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279408.593750 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -279408.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -279549.281250 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -279549.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -279685.250000 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -279685.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -279807.750000 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -279807.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -279919.968750 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -279920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280019.656250 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -280019.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -280092.406250 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -280092.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -280122.468750 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -280122.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -280138.937500 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -280138.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -280150.000000 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -280150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -280160.843750 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -280160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -280168.656250 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -280168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -280172.500000 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -280172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -280174.968750 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -280175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -280180.531250 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -280180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -280182.375000 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -280182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280186.062500 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -280186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280188.562500 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -280188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280189.812500 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -280189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280190.718750 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -280190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280192.250000 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -280192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280192.250000 Penalty: 2582.880615
	Iteration 28F: 3 clusters Score -280192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Entering Unmasked Estep 
Score: -420928.343750 Penalty: 1373.226807
	Iteration 0F: 2 clusters Score -420928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -417209.593750 Penalty: 2746.453613
	Iteration 0F: 3 clusters Score -417209.6 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -418331.000000 Penalty: 2746.453613
	Iteration 1F: 3 clusters Score -418331 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -418638.093750 Penalty: 2746.453613
	Iteration 2F: 3 clusters Score -418638.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -418869.156250 Penalty: 2746.453613
	Iteration 3F: 3 clusters Score -418869.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -419056.531250 Penalty: 2746.453613
	Iteration 4F: 3 clusters Score -419056.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -419229.156250 Penalty: 2746.453613
	Iteration 5F: 3 clusters Score -419229.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -419386.812500 Penalty: 2746.453613
	Iteration 6Q: 3 clusters Score -419386.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -419515.562500 Penalty: 2746.453613
	Iteration 7Q: 3 clusters Score -419515.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -419621.625000 Penalty: 2746.453613
	Iteration 8Q: 3 clusters Score -419621.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -419707.843750 Penalty: 2746.453613
	Iteration 9Q: 3 clusters Score -419707.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -419788.593750 Penalty: 2746.453613
	Iteration 10Q: 3 clusters Score -419788.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -419868.718750 Penalty: 2746.453613
	Iteration 11Q: 3 clusters Score -419868.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -419929.875000 Penalty: 2746.453613
	Iteration 12Q: 3 clusters Score -419929.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -419984.937500 Penalty: 2746.453613
	Iteration 13Q: 3 clusters Score -419984.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -420016.500000 Penalty: 2746.453613
	Iteration 14Q: 3 clusters Score -420016.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -420041.718750 Penalty: 2746.453613
	Iteration 15Q: 3 clusters Score -420041.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -420057.218750 Penalty: 2746.453613
	Iteration 16Q: 3 clusters Score -420057.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -420072.406250 Penalty: 2746.453613
	Iteration 17Q: 3 clusters Score -420072.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -420087.187500 Penalty: 2746.453613
	Iteration 18Q: 3 clusters Score -420087.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -420100.500000 Penalty: 2746.453613
	Iteration 19Q: 3 clusters Score -420100.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -420106.250000 Penalty: 2746.453613
	Iteration 20F: 3 clusters Score -420106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -420108.750000 Penalty: 2746.453613
	Iteration 21Q: 3 clusters Score -420108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -420110.593750 Penalty: 2746.453613
	Iteration 22Q: 3 clusters Score -420110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -420113.375000 Penalty: 2746.453613
	Iteration 23Q: 3 clusters Score -420113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -420113.812500 Penalty: 2746.453613
	Iteration 24Q: 3 clusters Score -420113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -420114.468750 Penalty: 2746.453613
	Iteration 25Q: 3 clusters Score -420114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -420114.468750 Penalty: 2746.453613
	Iteration 26F: 3 clusters Score -420114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Entering Unmasked Estep 
Score: -2593236.750000 Penalty: 1661.053589
	Iteration 0F: 2 clusters Score -2593237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2574701.750000 Penalty: 3322.107178
	Iteration 0F: 3 clusters Score -2574702 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2581848.000000 Penalty: 3322.107178
	Iteration 1F: 3 clusters Score -2581848 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2582561.750000 Penalty: 3322.107178
	Iteration 2F: 3 clusters Score -2582562 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2583328.750000 Penalty: 3322.107178
	Iteration 3F: 3 clusters Score -2583329 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2584089.000000 Penalty: 3322.107178
	Iteration 4F: 3 clusters Score -2584089 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2584731.000000 Penalty: 3322.107178
	Iteration 5F: 3 clusters Score -2584731 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2585224.750000 Penalty: 3322.107178
	Iteration 6Q: 3 clusters Score -2585225 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2585611.250000 Penalty: 3322.107178
	Iteration 7Q: 3 clusters Score -2585611 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2585910.250000 Penalty: 3322.107178
	Iteration 8Q: 3 clusters Score -2585910 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2586117.000000 Penalty: 3322.107178
	Iteration 9Q: 3 clusters Score -2586117 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2586279.750000 Penalty: 3322.107178
	Iteration 10Q: 3 clusters Score -2586280 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2586414.250000 Penalty: 3322.107178
	Iteration 11Q: 3 clusters Score -2586414 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2586549.500000 Penalty: 3322.107178
	Iteration 12Q: 3 clusters Score -2586550 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2586677.000000 Penalty: 3322.107178
	Iteration 13Q: 3 clusters Score -2586677 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2586794.500000 Penalty: 3322.107178
	Iteration 14Q: 3 clusters Score -2586794 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2586924.500000 Penalty: 3322.107178
	Iteration 15Q: 3 clusters Score -2586924 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2587052.750000 Penalty: 3322.107178
	Iteration 16Q: 3 clusters Score -2587053 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2587228.000000 Penalty: 3322.107178
	Iteration 17Q: 3 clusters Score -2587228 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2587436.000000 Penalty: 3322.107178
	Iteration 18Q: 3 clusters Score -2587436 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2587708.250000 Penalty: 3322.107178
	Iteration 19Q: 3 clusters Score -2587708 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2587979.250000 Penalty: 3322.107178
	Iteration 20F: 3 clusters Score -2587979 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2588225.250000 Penalty: 3322.107178
	Iteration 21Q: 3 clusters Score -2588225 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2588441.000000 Penalty: 3322.107178
	Iteration 22Q: 3 clusters Score -2588441 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2588580.500000 Penalty: 3322.107178
	Iteration 23Q: 3 clusters Score -2588580 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2588682.250000 Penalty: 3322.107178
	Iteration 24Q: 3 clusters Score -2588682 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2588777.000000 Penalty: 3322.107178
	Iteration 25Q: 3 clusters Score -2588777 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2588866.500000 Penalty: 3322.107178
	Iteration 26Q: 3 clusters Score -2588866 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2588955.000000 Penalty: 3322.107178
	Iteration 27Q: 3 clusters Score -2588955 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2589034.750000 Penalty: 3322.107178
	Iteration 28Q: 3 clusters Score -2589035 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2589111.250000 Penalty: 3322.107178
	Iteration 29Q: 3 clusters Score -2589111 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2589222.500000 Penalty: 3322.107178
	Iteration 30Q: 3 clusters Score -2589222 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2589333.750000 Penalty: 3322.107178
	Iteration 31Q: 3 clusters Score -2589334 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2589467.000000 Penalty: 3322.107178
	Iteration 32Q: 3 clusters Score -2589467 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2589611.750000 Penalty: 3322.107178
	Iteration 33Q: 3 clusters Score -2589612 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2589726.750000 Penalty: 3322.107178
	Iteration 34Q: 3 clusters Score -2589727 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2589856.250000 Penalty: 3322.107178
	Iteration 35Q: 3 clusters Score -2589856 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2590002.000000 Penalty: 3322.107178
	Iteration 36Q: 3 clusters Score -2590002 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2590154.000000 Penalty: 3322.107178
	Iteration 37Q: 3 clusters Score -2590154 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2590297.000000 Penalty: 3322.107178
	Iteration 38Q: 3 clusters Score -2590297 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2590479.750000 Penalty: 3322.107178
	Iteration 39Q: 3 clusters Score -2590480 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2590669.750000 Penalty: 3322.107178
	Iteration 40F: 3 clusters Score -2590670 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2590875.250000 Penalty: 3322.107178
	Iteration 41Q: 3 clusters Score -2590875 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2591064.750000 Penalty: 3322.107178
	Iteration 42Q: 3 clusters Score -2591065 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2591248.750000 Penalty: 3322.107178
	Iteration 43Q: 3 clusters Score -2591249 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2591465.000000 Penalty: 3322.107178
	Iteration 44Q: 3 clusters Score -2591465 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2591632.500000 Penalty: 3322.107178
	Iteration 45Q: 3 clusters Score -2591632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -2591766.250000 Penalty: 3322.107178
	Iteration 46Q: 3 clusters Score -2591766 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2591912.250000 Penalty: 3322.107178
	Iteration 47Q: 3 clusters Score -2591912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2592018.750000 Penalty: 3322.107178
	Iteration 48Q: 3 clusters Score -2592019 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -2592119.000000 Penalty: 3322.107178
	Iteration 49Q: 3 clusters Score -2592119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2592219.500000 Penalty: 3322.107178
	Iteration 50Q: 3 clusters Score -2592220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2592348.000000 Penalty: 3322.107178
	Iteration 51Q: 3 clusters Score -2592348 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2592454.750000 Penalty: 3322.107178
	Iteration 52Q: 3 clusters Score -2592455 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2592521.000000 Penalty: 3322.107178
	Iteration 53Q: 3 clusters Score -2592521 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -2592568.500000 Penalty: 3322.107178
	Iteration 54Q: 3 clusters Score -2592568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2592613.000000 Penalty: 3322.107178
	Iteration 55Q: 3 clusters Score -2592613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2592641.000000 Penalty: 3322.107178
	Iteration 56Q: 3 clusters Score -2592641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2592647.000000 Penalty: 3322.107178
	Iteration 57Q: 3 clusters Score -2592647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2592655.750000 Penalty: 3322.107178
	Iteration 58Q: 3 clusters Score -2592656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2592662.750000 Penalty: 3322.107178
	Iteration 59Q: 3 clusters Score -2592663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -2592670.250000 Penalty: 3322.107178
	Iteration 60F: 3 clusters Score -2592670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -2592679.000000 Penalty: 3322.107178
	Iteration 61Q: 3 clusters Score -2592679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2592683.000000 Penalty: 3322.107178
	Iteration 62Q: 3 clusters Score -2592683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2592683.750000 Penalty: 3322.107178
	Iteration 63Q: 3 clusters Score -2592684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -2592686.250000 Penalty: 3322.107178
	Iteration 64Q: 3 clusters Score -2592686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2592692.500000 Penalty: 3322.107178
	Iteration 65Q: 3 clusters Score -2592692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2592696.000000 Penalty: 3322.107178
	Iteration 66Q: 3 clusters Score -2592696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2592703.000000 Penalty: 3322.107178
	Iteration 67Q: 3 clusters Score -2592703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2592706.500000 Penalty: 3322.107178
	Iteration 68Q: 3 clusters Score -2592706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2592712.500000 Penalty: 3322.107178
	Iteration 69Q: 3 clusters Score -2592712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -2592716.500000 Penalty: 3322.107178
	Iteration 70Q: 3 clusters Score -2592716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2592717.750000 Penalty: 3322.107178
	Iteration 71Q: 3 clusters Score -2592718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2592719.250000 Penalty: 3322.107178
	Iteration 72Q: 3 clusters Score -2592719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2592717.250000 Penalty: 3322.107178
	Iteration 73Q: 3 clusters Score -2592717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2592717.250000 Penalty: 3322.107178
	Iteration 74F: 3 clusters Score -2592717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -231117.984375 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -231118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -228827.671875 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -228827.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229383.703125 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -229383.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -229539.562500 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -229539.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -229646.890625 Penalty: 2520.763672
	Iteration 3F: 3 clusters Score -229646.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -229723.671875 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -229723.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -229784.390625 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -229784.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -229825.546875 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -229825.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -229875.171875 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -229875.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -229924.265625 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -229924.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -229961.109375 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -229961.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -229994.328125 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -229994.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -230017.734375 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -230017.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -230031.593750 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -230031.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -230042.312500 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -230042.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -230051.109375 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -230051.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -230059.875000 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -230059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -230067.750000 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -230067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -230073.500000 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -230073.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -230081.531250 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -230081.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -230085.218750 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -230085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -230087.859375 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -230087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -230091.281250 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -230091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -230093.531250 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -230093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -230094.718750 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -230094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -230096.937500 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -230096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -230098.093750 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -230098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -230099.296875 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -230099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -230099.265625 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -230099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -230099.265625 Penalty: 2520.763672
	Iteration 28F: 3 clusters Score -230099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Entering Unmasked Estep 
Score: -893476.437500 Penalty: 1472.341553
	Iteration 0F: 2 clusters Score -893476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -887255.875000 Penalty: 2944.683105
	Iteration 0F: 3 clusters Score -887255.9 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -889356.812500 Penalty: 2944.683105
	Iteration 1F: 3 clusters Score -889356.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -889704.125000 Penalty: 2944.683105
	Iteration 2F: 3 clusters Score -889704.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -890019.187500 Penalty: 2944.683105
	Iteration 3F: 3 clusters Score -890019.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -890337.687500 Penalty: 2944.683105
	Iteration 4F: 3 clusters Score -890337.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -890674.500000 Penalty: 2944.683105
	Iteration 5F: 3 clusters Score -890674.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -890968.937500 Penalty: 2944.683105
	Iteration 6F: 3 clusters Score -890968.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -891236.000000 Penalty: 2944.683105
	Iteration 7Q: 3 clusters Score -891236 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -891473.375000 Penalty: 2944.683105
	Iteration 8Q: 3 clusters Score -891473.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -891648.500000 Penalty: 2944.683105
	Iteration 9Q: 3 clusters Score -891648.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -891776.000000 Penalty: 2944.683105
	Iteration 10Q: 3 clusters Score -891776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -891857.750000 Penalty: 2944.683105
	Iteration 11Q: 3 clusters Score -891857.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -891934.062500 Penalty: 2944.683105
	Iteration 12Q: 3 clusters Score -891934.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -892001.250000 Penalty: 2944.683105
	Iteration 13Q: 3 clusters Score -892001.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -892060.062500 Penalty: 2944.683105
	Iteration 14Q: 3 clusters Score -892060.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -892107.187500 Penalty: 2944.683105
	Iteration 15Q: 3 clusters Score -892107.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -892143.625000 Penalty: 2944.683105
	Iteration 16Q: 3 clusters Score -892143.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -892168.562500 Penalty: 2944.683105
	Iteration 17Q: 3 clusters Score -892168.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -892191.187500 Penalty: 2944.683105
	Iteration 18Q: 3 clusters Score -892191.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -892217.750000 Penalty: 2944.683105
	Iteration 19Q: 3 clusters Score -892217.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -892245.125000 Penalty: 2944.683105
	Iteration 20F: 3 clusters Score -892245.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -892264.562500 Penalty: 2944.683105
	Iteration 21Q: 3 clusters Score -892264.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -892275.125000 Penalty: 2944.683105
	Iteration 22Q: 3 clusters Score -892275.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -892283.437500 Penalty: 2944.683105
	Iteration 23Q: 3 clusters Score -892283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -892288.250000 Penalty: 2944.683105
	Iteration 24Q: 3 clusters Score -892288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -892293.812500 Penalty: 2944.683105
	Iteration 25Q: 3 clusters Score -892293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -892299.812500 Penalty: 2944.683105
	Iteration 26Q: 3 clusters Score -892299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -892301.250000 Penalty: 2944.683105
	Iteration 27Q: 3 clusters Score -892301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -892301.562500 Penalty: 2944.683105
	Iteration 28Q: 3 clusters Score -892301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -892302.000000 Penalty: 2944.683105
	Iteration 29Q: 3 clusters Score -892302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -892302.500000 Penalty: 2944.683105
	Iteration 30Q: 3 clusters Score -892302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -892303.687500 Penalty: 2944.683105
	Iteration 31Q: 3 clusters Score -892303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -892304.625000 Penalty: 2944.683105
	Iteration 32Q: 3 clusters Score -892304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -892304.625000 Penalty: 2944.683105
	Iteration 33F: 3 clusters Score -892304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Entering Unmasked Estep 
Score: -1994381.625000 Penalty: 1607.108032
	Iteration 0F: 2 clusters Score -1994382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1981025.125000 Penalty: 3214.216064
	Iteration 0F: 3 clusters Score -1981025 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1986197.625000 Penalty: 3214.216064
	Iteration 1F: 3 clusters Score -1986198 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1987051.500000 Penalty: 3214.216064
	Iteration 2F: 3 clusters Score -1987052 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1988135.875000 Penalty: 3214.216064
	Iteration 3F: 3 clusters Score -1988136 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1989345.250000 Penalty: 3214.216064
	Iteration 4F: 3 clusters Score -1989345 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1990297.000000 Penalty: 3214.216064
	Iteration 5F: 3 clusters Score -1990297 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1991033.375000 Penalty: 3214.216064
	Iteration 6F: 3 clusters Score -1991033 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1991570.375000 Penalty: 3214.216064
	Iteration 7F: 3 clusters Score -1991570 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1991945.750000 Penalty: 3214.216064
	Iteration 8Q: 3 clusters Score -1991946 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1992243.500000 Penalty: 3214.216064
	Iteration 9Q: 3 clusters Score -1992244 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1992508.500000 Penalty: 3214.216064
	Iteration 10Q: 3 clusters Score -1992508 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1992753.375000 Penalty: 3214.216064
	Iteration 11Q: 3 clusters Score -1992753 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1992947.750000 Penalty: 3214.216064
	Iteration 12Q: 3 clusters Score -1992948 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1993096.875000 Penalty: 3214.216064
	Iteration 13Q: 3 clusters Score -1993097 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1993207.250000 Penalty: 3214.216064
	Iteration 14Q: 3 clusters Score -1993207 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1993285.000000 Penalty: 3214.216064
	Iteration 15Q: 3 clusters Score -1993285 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1993344.375000 Penalty: 3214.216064
	Iteration 16Q: 3 clusters Score -1993344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1993407.125000 Penalty: 3214.216064
	Iteration 17Q: 3 clusters Score -1993407 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1993461.125000 Penalty: 3214.216064
	Iteration 18Q: 3 clusters Score -1993461 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1993505.625000 Penalty: 3214.216064
	Iteration 19Q: 3 clusters Score -1993506 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1993555.375000 Penalty: 3214.216064
	Iteration 20F: 3 clusters Score -1993555 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1993596.375000 Penalty: 3214.216064
	Iteration 21Q: 3 clusters Score -1993596 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1993622.625000 Penalty: 3214.216064
	Iteration 22Q: 3 clusters Score -1993623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1993652.625000 Penalty: 3214.216064
	Iteration 23Q: 3 clusters Score -1993653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1993679.500000 Penalty: 3214.216064
	Iteration 24Q: 3 clusters Score -1993680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1993701.125000 Penalty: 3214.216064
	Iteration 25Q: 3 clusters Score -1993701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1993714.125000 Penalty: 3214.216064
	Iteration 26Q: 3 clusters Score -1993714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1993718.875000 Penalty: 3214.216064
	Iteration 27Q: 3 clusters Score -1993719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1993731.125000 Penalty: 3214.216064
	Iteration 28Q: 3 clusters Score -1993731 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1993739.250000 Penalty: 3214.216064
	Iteration 29Q: 3 clusters Score -1993739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1993752.625000 Penalty: 3214.216064
	Iteration 30Q: 3 clusters Score -1993753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1993754.500000 Penalty: 3214.216064
	Iteration 31Q: 3 clusters Score -1993754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1993763.250000 Penalty: 3214.216064
	Iteration 32Q: 3 clusters Score -1993763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1993769.375000 Penalty: 3214.216064
	Iteration 33Q: 3 clusters Score -1993769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1993778.750000 Penalty: 3214.216064
	Iteration 34Q: 3 clusters Score -1993779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1993787.250000 Penalty: 3214.216064
	Iteration 35Q: 3 clusters Score -1993787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1993789.625000 Penalty: 3214.216064
	Iteration 36Q: 3 clusters Score -1993790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1993791.000000 Penalty: 3214.216064
	Iteration 37Q: 3 clusters Score -1993791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1993794.500000 Penalty: 3214.216064
	Iteration 38Q: 3 clusters Score -1993794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1993797.500000 Penalty: 3214.216064
	Iteration 39Q: 3 clusters Score -1993798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1993803.875000 Penalty: 3214.216064
	Iteration 40F: 3 clusters Score -1993804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1993797.750000 Penalty: 3214.216064
	Iteration 41Q: 3 clusters Score -1993798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1993802.625000 Penalty: 3214.216064
	Iteration 42Q: 3 clusters Score -1993803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1993806.875000 Penalty: 3214.216064
	Iteration 43Q: 3 clusters Score -1993807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1993810.625000 Penalty: 3214.216064
	Iteration 44Q: 3 clusters Score -1993811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1993810.625000 Penalty: 3214.216064
	Iteration 45Q: 3 clusters Score -1993811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1993814.500000 Penalty: 3214.216064
	Iteration 46Q: 3 clusters Score -1993814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1993818.250000 Penalty: 3214.216064
	Iteration 47Q: 3 clusters Score -1993818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1993822.875000 Penalty: 3214.216064
	Iteration 48Q: 3 clusters Score -1993823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1993819.375000 Penalty: 3214.216064
	Iteration 49Q: 3 clusters Score -1993819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1993819.625000 Penalty: 3214.216064
	Iteration 50Q: 3 clusters Score -1993820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1993818.625000 Penalty: 3214.216064
	Iteration 51Q: 3 clusters Score -1993819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1993821.375000 Penalty: 3214.216064
	Iteration 52Q: 3 clusters Score -1993821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1993822.500000 Penalty: 3214.216064
	Iteration 53Q: 3 clusters Score -1993822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1993821.750000 Penalty: 3214.216064
	Iteration 54Q: 3 clusters Score -1993822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1993819.625000 Penalty: 3214.216064
	Iteration 55Q: 3 clusters Score -1993820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1993819.625000 Penalty: 3214.216064
	Iteration 56F: 3 clusters Score -1993820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Entering Unmasked Estep 
Score: -963547.500000 Penalty: 1486.192749
	Iteration 0F: 2 clusters Score -963547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -956831.562500 Penalty: 2972.385498
	Iteration 0F: 3 clusters Score -956831.6 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -958888.500000 Penalty: 2972.385498
	Iteration 1F: 3 clusters Score -958888.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -959093.500000 Penalty: 2972.385498
	Iteration 2F: 3 clusters Score -959093.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -959254.500000 Penalty: 2972.385498
	Iteration 3Q: 3 clusters Score -959254.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -959386.500000 Penalty: 2972.385498
	Iteration 4Q: 3 clusters Score -959386.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -959513.187500 Penalty: 2972.385498
	Iteration 5Q: 3 clusters Score -959513.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -959666.250000 Penalty: 2972.385498
	Iteration 6Q: 3 clusters Score -959666.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -959832.437500 Penalty: 2972.385498
	Iteration 7Q: 3 clusters Score -959832.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -960012.000000 Penalty: 2972.385498
	Iteration 8Q: 3 clusters Score -960012 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -960251.625000 Penalty: 2972.385498
	Iteration 9Q: 3 clusters Score -960251.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -960531.750000 Penalty: 2972.385498
	Iteration 10Q: 3 clusters Score -960531.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -960845.000000 Penalty: 2972.385498
	Iteration 11Q: 3 clusters Score -960845 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -961152.250000 Penalty: 2972.385498
	Iteration 12Q: 3 clusters Score -961152.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -961409.312500 Penalty: 2972.385498
	Iteration 13Q: 3 clusters Score -961409.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -961601.000000 Penalty: 2972.385498
	Iteration 14Q: 3 clusters Score -961601 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -961779.000000 Penalty: 2972.385498
	Iteration 15Q: 3 clusters Score -961779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -961906.687500 Penalty: 2972.385498
	Iteration 16Q: 3 clusters Score -961906.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -961993.562500 Penalty: 2972.385498
	Iteration 17Q: 3 clusters Score -961993.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -962052.312500 Penalty: 2972.385498
	Iteration 18Q: 3 clusters Score -962052.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -962085.000000 Penalty: 2972.385498
	Iteration 19Q: 3 clusters Score -962085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -962110.687500 Penalty: 2972.385498
	Iteration 20F: 3 clusters Score -962110.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -962124.812500 Penalty: 2972.385498
	Iteration 21Q: 3 clusters Score -962124.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -962144.187500 Penalty: 2972.385498
	Iteration 22Q: 3 clusters Score -962144.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -962155.312500 Penalty: 2972.385498
	Iteration 23Q: 3 clusters Score -962155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -962162.437500 Penalty: 2972.385498
	Iteration 24Q: 3 clusters Score -962162.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -962166.062500 Penalty: 2972.385498
	Iteration 25Q: 3 clusters Score -962166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -962171.687500 Penalty: 2972.385498
	Iteration 26Q: 3 clusters Score -962171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -962178.125000 Penalty: 2972.385498
	Iteration 27Q: 3 clusters Score -962178.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -962186.937500 Penalty: 2972.385498
	Iteration 28Q: 3 clusters Score -962186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -962192.312500 Penalty: 2972.385498
	Iteration 29Q: 3 clusters Score -962192.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -962196.187500 Penalty: 2972.385498
	Iteration 30Q: 3 clusters Score -962196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -962202.312500 Penalty: 2972.385498
	Iteration 31Q: 3 clusters Score -962202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -962209.875000 Penalty: 2972.385498
	Iteration 32Q: 3 clusters Score -962209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -962217.062500 Penalty: 2972.385498
	Iteration 33Q: 3 clusters Score -962217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -962219.750000 Penalty: 2972.385498
	Iteration 34Q: 3 clusters Score -962219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -962222.750000 Penalty: 2972.385498
	Iteration 35Q: 3 clusters Score -962222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -962231.500000 Penalty: 2972.385498
	Iteration 36Q: 3 clusters Score -962231.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -962240.250000 Penalty: 2972.385498
	Iteration 37Q: 3 clusters Score -962240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -962241.500000 Penalty: 2972.385498
	Iteration 38Q: 3 clusters Score -962241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -962242.250000 Penalty: 2972.385498
	Iteration 39Q: 3 clusters Score -962242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -962245.437500 Penalty: 2972.385498
	Iteration 40F: 3 clusters Score -962245.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -962248.750000 Penalty: 2972.385498
	Iteration 41Q: 3 clusters Score -962248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -962252.125000 Penalty: 2972.385498
	Iteration 42Q: 3 clusters Score -962252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -962253.250000 Penalty: 2972.385498
	Iteration 43Q: 3 clusters Score -962253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -962254.687500 Penalty: 2972.385498
	Iteration 44Q: 3 clusters Score -962254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -962255.250000 Penalty: 2972.385498
	Iteration 45Q: 3 clusters Score -962255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -962255.937500 Penalty: 2972.385498
	Iteration 46Q: 3 clusters Score -962255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -962255.625000 Penalty: 2972.385498
	Iteration 47Q: 3 clusters Score -962255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -962256.437500 Penalty: 2972.385498
	Iteration 48Q: 3 clusters Score -962256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -962257.875000 Penalty: 2972.385498
	Iteration 49Q: 3 clusters Score -962257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -962258.750000 Penalty: 2972.385498
	Iteration 50Q: 3 clusters Score -962258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -962257.750000 Penalty: 2972.385498
	Iteration 51Q: 3 clusters Score -962257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -962257.687500 Penalty: 2972.385498
	Iteration 52Q: 3 clusters Score -962257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -962258.125000 Penalty: 2972.385498
	Iteration 53Q: 3 clusters Score -962258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -962258.187500 Penalty: 2972.385498
	Iteration 54Q: 3 clusters Score -962258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -962259.500000 Penalty: 2972.385498
	Iteration 55Q: 3 clusters Score -962259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -962260.937500 Penalty: 2972.385498
	Iteration 56Q: 3 clusters Score -962260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -962262.500000 Penalty: 2972.385498
	Iteration 57Q: 3 clusters Score -962262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -962264.000000 Penalty: 2972.385498
	Iteration 58Q: 3 clusters Score -962264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -962264.250000 Penalty: 2972.385498
	Iteration 59Q: 3 clusters Score -962264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -962264.250000 Penalty: 2972.385498
	Iteration 60F: 3 clusters Score -962264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -598860.625000 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -598860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -594009.375000 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -594009.4 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -595676.062500 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -595676.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -596062.500000 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -596062.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -596388.125000 Penalty: 2855.846436
	Iteration 3F: 3 clusters Score -596388.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -596690.500000 Penalty: 2855.846436
	Iteration 4F: 3 clusters Score -596690.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -596966.062500 Penalty: 2855.846436
	Iteration 5F: 3 clusters Score -596966.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -597193.312500 Penalty: 2855.846436
	Iteration 6Q: 3 clusters Score -597193.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -597354.812500 Penalty: 2855.846436
	Iteration 7Q: 3 clusters Score -597354.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -597485.500000 Penalty: 2855.846436
	Iteration 8Q: 3 clusters Score -597485.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -597594.000000 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -597594 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -597678.187500 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -597678.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -597758.437500 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -597758.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -597837.062500 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -597837.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -597918.625000 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -597918.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -598001.375000 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -598001.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -598079.437500 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -598079.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -598176.187500 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -598176.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -598272.812500 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -598272.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -598358.000000 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -598358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -598451.125000 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -598451.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -598559.437500 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -598559.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -598651.625000 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -598651.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -598721.500000 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -598721.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -598786.125000 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -598786.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -598829.875000 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -598829.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -598853.250000 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -598853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -598871.125000 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -598871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -598877.375000 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -598877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -598884.500000 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -598884.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -598889.250000 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -598889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -598892.500000 Penalty: 2855.846436
	Iteration 30Q: 3 clusters Score -598892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -598893.625000 Penalty: 2855.846436
	Iteration 31Q: 3 clusters Score -598893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -598894.500000 Penalty: 2855.846436
	Iteration 32Q: 3 clusters Score -598894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -598894.312500 Penalty: 2855.846436
	Iteration 33Q: 3 clusters Score -598894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -598894.312500 Penalty: 2855.846436
	Iteration 34F: 3 clusters Score -598894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 6066 members 
Entering Unmasked Estep 
Score: -54941088.000000 Penalty: 81699.078125
Splitting cluster 23 changes total score from -54941728.000000 to -54941088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (7735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Entering Unmasked Estep 
Score: -792621.312500 Penalty: 1454.945435
	Iteration 0F: 2 clusters Score -792621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -786875.437500 Penalty: 2909.890869
	Iteration 0F: 3 clusters Score -786875.4 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -788626.187500 Penalty: 2909.890869
	Iteration 1F: 3 clusters Score -788626.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -788818.875000 Penalty: 2909.890869
	Iteration 2F: 3 clusters Score -788818.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -788957.000000 Penalty: 2909.890869
	Iteration 3Q: 3 clusters Score -788957 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -789070.812500 Penalty: 2909.890869
	Iteration 4Q: 3 clusters Score -789070.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -789181.187500 Penalty: 2909.890869
	Iteration 5Q: 3 clusters Score -789181.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -789297.625000 Penalty: 2909.890869
	Iteration 6Q: 3 clusters Score -789297.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -789443.750000 Penalty: 2909.890869
	Iteration 7Q: 3 clusters Score -789443.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -789629.562500 Penalty: 2909.890869
	Iteration 8Q: 3 clusters Score -789629.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -789852.812500 Penalty: 2909.890869
	Iteration 9Q: 3 clusters Score -789852.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -790149.312500 Penalty: 2909.890869
	Iteration 10F: 3 clusters Score -790149.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -790507.500000 Penalty: 2909.890869
	Iteration 11F: 3 clusters Score -790507.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -790895.375000 Penalty: 2909.890869
	Iteration 12F: 3 clusters Score -790895.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -791205.875000 Penalty: 2909.890869
	Iteration 13Q: 3 clusters Score -791205.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -791454.562500 Penalty: 2909.890869
	Iteration 14Q: 3 clusters Score -791454.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -791611.062500 Penalty: 2909.890869
	Iteration 15Q: 3 clusters Score -791611.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -791693.562500 Penalty: 2909.890869
	Iteration 16Q: 3 clusters Score -791693.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -791753.625000 Penalty: 2909.890869
	Iteration 17Q: 3 clusters Score -791753.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -791798.062500 Penalty: 2909.890869
	Iteration 18Q: 3 clusters Score -791798.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -791813.687500 Penalty: 2909.890869
	Iteration 19Q: 3 clusters Score -791813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -791823.375000 Penalty: 2909.890869
	Iteration 20F: 3 clusters Score -791823.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -791831.812500 Penalty: 2909.890869
	Iteration 21Q: 3 clusters Score -791831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -791836.250000 Penalty: 2909.890869
	Iteration 22Q: 3 clusters Score -791836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -791839.312500 Penalty: 2909.890869
	Iteration 23Q: 3 clusters Score -791839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -791840.062500 Penalty: 2909.890869
	Iteration 24Q: 3 clusters Score -791840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -791841.812500 Penalty: 2909.890869
	Iteration 25Q: 3 clusters Score -791841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -791842.375000 Penalty: 2909.890869
	Iteration 26Q: 3 clusters Score -791842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -791844.937500 Penalty: 2909.890869
	Iteration 27Q: 3 clusters Score -791844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -791844.937500 Penalty: 2909.890869
	Iteration 28Q: 3 clusters Score -791844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -791844.937500 Penalty: 2909.890869
	Iteration 29F: 3 clusters Score -791844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -382684.437500 Penalty: 1345.574341
	Iteration 0F: 2 clusters Score -382684.4 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 1983 members 
Entering Unmasked Estep 
Score: -379385.750000 Penalty: 2691.148682
	Iteration 0F: 3 clusters Score -379385.8 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -380372.343750 Penalty: 2691.148682
	Iteration 1F: 3 clusters Score -380372.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -380657.437500 Penalty: 2691.148682
	Iteration 2F: 3 clusters Score -380657.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -380896.625000 Penalty: 2691.148682
	Iteration 3F: 3 clusters Score -380896.6 nChanged 211
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: -381061.125000 Penalty: 2691.148682
	Iteration 4F: 3 clusters Score -381061.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -381222.406250 Penalty: 2691.148682
	Iteration 5Q: 3 clusters Score -381222.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -381347.312500 Penalty: 2691.148682
	Iteration 6Q: 3 clusters Score -381347.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -381431.343750 Penalty: 2691.148682
	Iteration 7Q: 3 clusters Score -381431.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -381512.187500 Penalty: 2691.148682
	Iteration 8Q: 3 clusters Score -381512.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -381574.687500 Penalty: 2691.148682
	Iteration 9Q: 3 clusters Score -381574.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -381623.312500 Penalty: 2691.148682
	Iteration 10Q: 3 clusters Score -381623.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -381662.093750 Penalty: 2691.148682
	Iteration 11Q: 3 clusters Score -381662.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -381695.625000 Penalty: 2691.148682
	Iteration 12Q: 3 clusters Score -381695.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -381720.375000 Penalty: 2691.148682
	Iteration 13Q: 3 clusters Score -381720.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -381741.531250 Penalty: 2691.148682
	Iteration 14Q: 3 clusters Score -381741.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -381753.625000 Penalty: 2691.148682
	Iteration 15Q: 3 clusters Score -381753.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -381761.343750 Penalty: 2691.148682
	Iteration 16Q: 3 clusters Score -381761.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -381767.437500 Penalty: 2691.148682
	Iteration 17Q: 3 clusters Score -381767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -381772.218750 Penalty: 2691.148682
	Iteration 18Q: 3 clusters Score -381772.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -381775.750000 Penalty: 2691.148682
	Iteration 19Q: 3 clusters Score -381775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -381777.812500 Penalty: 2691.148682
	Iteration 20F: 3 clusters Score -381777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -381779.375000 Penalty: 2691.148682
	Iteration 21Q: 3 clusters Score -381779.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -381781.781250 Penalty: 2691.148682
	Iteration 22Q: 3 clusters Score -381781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -381783.218750 Penalty: 2691.148682
	Iteration 23Q: 3 clusters Score -381783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -381783.062500 Penalty: 2691.148682
	Iteration 24Q: 3 clusters Score -381783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -381783.062500 Penalty: 2691.148682
	Iteration 25F: 3 clusters Score -381783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -184820.328125 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -184820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -182804.453125 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -182804.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -183243.187500 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -183243.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183358.078125 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -183358.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -183428.531250 Penalty: 2446.707764
	Iteration 3Q: 3 clusters Score -183428.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -183479.796875 Penalty: 2446.707764
	Iteration 4Q: 3 clusters Score -183479.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -183507.218750 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -183507.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -183530.515625 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -183530.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -183552.125000 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -183552.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -183578.921875 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -183578.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -183599.031250 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -183599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -183616.453125 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -183616.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -183645.359375 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -183645.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183700.406250 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -183700.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -183768.187500 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -183768.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -183911.328125 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -183911.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -184071.562500 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -184071.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -184186.765625 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -184186.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -184285.750000 Penalty: 2446.707764
	Iteration 17Q: 3 clusters Score -184285.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -184364.953125 Penalty: 2446.707764
	Iteration 18Q: 3 clusters Score -184365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -184433.218750 Penalty: 2446.707764
	Iteration 19Q: 3 clusters Score -184433.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -184507.484375 Penalty: 2446.707764
	Iteration 20F: 3 clusters Score -184507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -184581.421875 Penalty: 2446.707764
	Iteration 21Q: 3 clusters Score -184581.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -184650.984375 Penalty: 2446.707764
	Iteration 22Q: 3 clusters Score -184651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -184691.062500 Penalty: 2446.707764
	Iteration 23Q: 3 clusters Score -184691.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -184721.203125 Penalty: 2446.707764
	Iteration 24Q: 3 clusters Score -184721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -184745.953125 Penalty: 2446.707764
	Iteration 25Q: 3 clusters Score -184746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -184770.359375 Penalty: 2446.707764
	Iteration 26Q: 3 clusters Score -184770.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -184796.312500 Penalty: 2446.707764
	Iteration 27Q: 3 clusters Score -184796.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -184812.031250 Penalty: 2446.707764
	Iteration 28Q: 3 clusters Score -184812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -184822.156250 Penalty: 2446.707764
	Iteration 29Q: 3 clusters Score -184822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -184827.390625 Penalty: 2446.707764
	Iteration 30Q: 3 clusters Score -184827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -184834.359375 Penalty: 2446.707764
	Iteration 31Q: 3 clusters Score -184834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -184844.265625 Penalty: 2446.707764
	Iteration 32Q: 3 clusters Score -184844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -184856.187500 Penalty: 2446.707764
	Iteration 33Q: 3 clusters Score -184856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -184862.531250 Penalty: 2446.707764
	Iteration 34Q: 3 clusters Score -184862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -184864.718750 Penalty: 2446.707764
	Iteration 35Q: 3 clusters Score -184864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -184864.718750 Penalty: 2446.707764
	Iteration 36F: 3 clusters Score -184864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 1333 members 
Entering Unmasked Estep 
Score: -54940828.000000 Penalty: 81699.078125
Splitting cluster 26 changes total score from -54941728.000000 to -54940828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Entering Unmasked Estep 
Score: -2328262.000000 Penalty: 1630.166260
	Iteration 0F: 2 clusters Score -2328262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2312891.000000 Penalty: 3260.332520
	Iteration 0F: 3 clusters Score -2312891 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2318610.000000 Penalty: 3260.332520
	Iteration 1F: 3 clusters Score -2318610 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2319000.500000 Penalty: 3260.332520
	Iteration 2Q: 3 clusters Score -2319000 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2319394.500000 Penalty: 3260.332520
	Iteration 3Q: 3 clusters Score -2319394 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2319880.500000 Penalty: 3260.332520
	Iteration 4Q: 3 clusters Score -2319880 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2320594.000000 Penalty: 3260.332520
	Iteration 5F: 3 clusters Score -2320594 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2321580.500000 Penalty: 3260.332520
	Iteration 6F: 3 clusters Score -2321580 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2322769.250000 Penalty: 3260.332520
	Iteration 7F: 3 clusters Score -2322769 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2323894.000000 Penalty: 3260.332520
	Iteration 8F: 3 clusters Score -2323894 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2324752.000000 Penalty: 3260.332520
	Iteration 9Q: 3 clusters Score -2324752 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2325333.250000 Penalty: 3260.332520
	Iteration 10Q: 3 clusters Score -2325333 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2325714.500000 Penalty: 3260.332520
	Iteration 11Q: 3 clusters Score -2325714 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2326048.000000 Penalty: 3260.332520
	Iteration 12Q: 3 clusters Score -2326048 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2326322.000000 Penalty: 3260.332520
	Iteration 13Q: 3 clusters Score -2326322 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2326518.000000 Penalty: 3260.332520
	Iteration 14Q: 3 clusters Score -2326518 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2326633.500000 Penalty: 3260.332520
	Iteration 15Q: 3 clusters Score -2326634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2326719.750000 Penalty: 3260.332520
	Iteration 16Q: 3 clusters Score -2326720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2326773.250000 Penalty: 3260.332520
	Iteration 17Q: 3 clusters Score -2326773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2326795.750000 Penalty: 3260.332520
	Iteration 18Q: 3 clusters Score -2326796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2326809.750000 Penalty: 3260.332520
	Iteration 19Q: 3 clusters Score -2326810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2326830.500000 Penalty: 3260.332520
	Iteration 20F: 3 clusters Score -2326830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2326843.750000 Penalty: 3260.332520
	Iteration 21Q: 3 clusters Score -2326844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2326854.250000 Penalty: 3260.332520
	Iteration 22Q: 3 clusters Score -2326854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2326870.000000 Penalty: 3260.332520
	Iteration 23Q: 3 clusters Score -2326870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2326884.000000 Penalty: 3260.332520
	Iteration 24Q: 3 clusters Score -2326884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2326894.750000 Penalty: 3260.332520
	Iteration 25Q: 3 clusters Score -2326895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2326894.000000 Penalty: 3260.332520
	Iteration 26Q: 3 clusters Score -2326894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2326895.000000 Penalty: 3260.332520
	Iteration 27Q: 3 clusters Score -2326895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2326896.750000 Penalty: 3260.332520
	Iteration 28Q: 3 clusters Score -2326897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2326896.750000 Penalty: 3260.332520
	Iteration 29F: 3 clusters Score -2326897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -543993.750000 Penalty: 1400.121582
	Iteration 0F: 2 clusters Score -543993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -539645.875000 Penalty: 2800.243164
	Iteration 0F: 3 clusters Score -539645.9 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -540881.437500 Penalty: 2800.243164
	Iteration 1F: 3 clusters Score -540881.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -541068.062500 Penalty: 2800.243164
	Iteration 2F: 3 clusters Score -541068.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -541223.062500 Penalty: 2800.243164
	Iteration 3F: 3 clusters Score -541223.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -541356.875000 Penalty: 2800.243164
	Iteration 4Q: 3 clusters Score -541356.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -541487.687500 Penalty: 2800.243164
	Iteration 5Q: 3 clusters Score -541487.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -541621.312500 Penalty: 2800.243164
	Iteration 6Q: 3 clusters Score -541621.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -541734.312500 Penalty: 2800.243164
	Iteration 7Q: 3 clusters Score -541734.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -541841.062500 Penalty: 2800.243164
	Iteration 8Q: 3 clusters Score -541841.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -541965.187500 Penalty: 2800.243164
	Iteration 9Q: 3 clusters Score -541965.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -542110.187500 Penalty: 2800.243164
	Iteration 10Q: 3 clusters Score -542110.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -542240.312500 Penalty: 2800.243164
	Iteration 11Q: 3 clusters Score -542240.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -542378.062500 Penalty: 2800.243164
	Iteration 12Q: 3 clusters Score -542378.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -542495.937500 Penalty: 2800.243164
	Iteration 13Q: 3 clusters Score -542495.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -542573.500000 Penalty: 2800.243164
	Iteration 14Q: 3 clusters Score -542573.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -542652.625000 Penalty: 2800.243164
	Iteration 15Q: 3 clusters Score -542652.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -542720.187500 Penalty: 2800.243164
	Iteration 16Q: 3 clusters Score -542720.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -542766.000000 Penalty: 2800.243164
	Iteration 17Q: 3 clusters Score -542766 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -542799.062500 Penalty: 2800.243164
	Iteration 18Q: 3 clusters Score -542799.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -542826.437500 Penalty: 2800.243164
	Iteration 19Q: 3 clusters Score -542826.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -542853.000000 Penalty: 2800.243164
	Iteration 20F: 3 clusters Score -542853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -542871.750000 Penalty: 2800.243164
	Iteration 21Q: 3 clusters Score -542871.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -542883.500000 Penalty: 2800.243164
	Iteration 22Q: 3 clusters Score -542883.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -542892.000000 Penalty: 2800.243164
	Iteration 23Q: 3 clusters Score -542892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -542896.687500 Penalty: 2800.243164
	Iteration 24Q: 3 clusters Score -542896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -542900.937500 Penalty: 2800.243164
	Iteration 25Q: 3 clusters Score -542900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -542901.437500 Penalty: 2800.243164
	Iteration 26Q: 3 clusters Score -542901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -542902.125000 Penalty: 2800.243164
	Iteration 27Q: 3 clusters Score -542902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -542902.687500 Penalty: 2800.243164
	Iteration 28Q: 3 clusters Score -542902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -542902.500000 Penalty: 2800.243164
	Iteration 29Q: 3 clusters Score -542902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -542902.500000 Penalty: 2800.243164
	Iteration 30F: 3 clusters Score -542902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -162439.328125 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -162439.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -160568.921875 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -160568.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160928.140625 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -160928.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -161027.937500 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -161027.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161080.046875 Penalty: 2415.172363
	Iteration 3Q: 3 clusters Score -161080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161116.375000 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -161116.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161147.671875 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -161147.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161176.281250 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -161176.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -161216.312500 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -161216.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -161273.687500 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -161273.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161323.234375 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -161323.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -161362.765625 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -161362.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -161389.078125 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -161389.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161412.437500 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -161412.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161432.953125 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -161433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161450.156250 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -161450.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -161464.093750 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -161464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161480.640625 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -161480.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161500.812500 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -161500.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161517.421875 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -161517.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -161540.750000 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -161540.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -161559.640625 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -161559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -161575.843750 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -161575.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161584.843750 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -161584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161593.484375 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -161593.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -161602.062500 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -161602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161608.796875 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -161608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161616.937500 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -161616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -161622.859375 Penalty: 2415.172363
	Iteration 27Q: 3 clusters Score -161622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161626.687500 Penalty: 2415.172363
	Iteration 28Q: 3 clusters Score -161626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -161629.312500 Penalty: 2415.172363
	Iteration 29Q: 3 clusters Score -161629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161629.906250 Penalty: 2415.172363
	Iteration 30Q: 3 clusters Score -161629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -161630.234375 Penalty: 2415.172363
	Iteration 31Q: 3 clusters Score -161630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -161630.671875 Penalty: 2415.172363
	Iteration 32Q: 3 clusters Score -161630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -161630.671875 Penalty: 2415.172363
	Iteration 33F: 3 clusters Score -161630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -163683.765625 Penalty: 1218.386230
	Iteration 0F: 2 clusters Score -163683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -161754.218750 Penalty: 2436.772461
	Iteration 0F: 3 clusters Score -161754.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162262.109375 Penalty: 2436.772461
	Iteration 1F: 3 clusters Score -162262.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -162436.046875 Penalty: 2436.772461
	Iteration 2F: 3 clusters Score -162436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -162543.421875 Penalty: 2436.772461
	Iteration 3F: 3 clusters Score -162543.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -162602.437500 Penalty: 2436.772461
	Iteration 4Q: 3 clusters Score -162602.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -162647.203125 Penalty: 2436.772461
	Iteration 5Q: 3 clusters Score -162647.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -162694.531250 Penalty: 2436.772461
	Iteration 6Q: 3 clusters Score -162694.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -162730.546875 Penalty: 2436.772461
	Iteration 7Q: 3 clusters Score -162730.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162765.312500 Penalty: 2436.772461
	Iteration 8Q: 3 clusters Score -162765.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -162800.203125 Penalty: 2436.772461
	Iteration 9Q: 3 clusters Score -162800.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -162851.484375 Penalty: 2436.772461
	Iteration 10Q: 3 clusters Score -162851.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -162920.046875 Penalty: 2436.772461
	Iteration 11Q: 3 clusters Score -162920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -162984.000000 Penalty: 2436.772461
	Iteration 12Q: 3 clusters Score -162984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -163019.718750 Penalty: 2436.772461
	Iteration 13Q: 3 clusters Score -163019.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163046.171875 Penalty: 2436.772461
	Iteration 14Q: 3 clusters Score -163046.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163059.750000 Penalty: 2436.772461
	Iteration 15Q: 3 clusters Score -163059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163066.125000 Penalty: 2436.772461
	Iteration 16Q: 3 clusters Score -163066.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163073.921875 Penalty: 2436.772461
	Iteration 17Q: 3 clusters Score -163073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163080.484375 Penalty: 2436.772461
	Iteration 18Q: 3 clusters Score -163080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -163084.437500 Penalty: 2436.772461
	Iteration 19Q: 3 clusters Score -163084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -163085.812500 Penalty: 2436.772461
	Iteration 20F: 3 clusters Score -163085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163088.000000 Penalty: 2436.772461
	Iteration 21Q: 3 clusters Score -163088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -163090.156250 Penalty: 2436.772461
	Iteration 22Q: 3 clusters Score -163090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -163091.406250 Penalty: 2436.772461
	Iteration 23Q: 3 clusters Score -163091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -163093.718750 Penalty: 2436.772461
	Iteration 24Q: 3 clusters Score -163093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163094.000000 Penalty: 2436.772461
	Iteration 25Q: 3 clusters Score -163094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163094.000000 Penalty: 2436.772461
	Iteration 26F: 3 clusters Score -163094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -269083.375000 Penalty: 1288.775391
	Iteration 0F: 2 clusters Score -269083.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -266497.437500 Penalty: 2577.550781
	Iteration 0F: 3 clusters Score -266497.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267230.812500 Penalty: 2577.550781
	Iteration 1F: 3 clusters Score -267230.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -267491.531250 Penalty: 2577.550781
	Iteration 2F: 3 clusters Score -267491.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267695.000000 Penalty: 2577.550781
	Iteration 3F: 3 clusters Score -267695 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -267876.781250 Penalty: 2577.550781
	Iteration 4F: 3 clusters Score -267876.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -268068.312500 Penalty: 2577.550781
	Iteration 5F: 3 clusters Score -268068.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -268255.187500 Penalty: 2577.550781
	Iteration 6Q: 3 clusters Score -268255.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -268442.812500 Penalty: 2577.550781
	Iteration 7Q: 3 clusters Score -268442.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -268576.125000 Penalty: 2577.550781
	Iteration 8Q: 3 clusters Score -268576.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -268654.312500 Penalty: 2577.550781
	Iteration 9Q: 3 clusters Score -268654.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -268718.937500 Penalty: 2577.550781
	Iteration 10Q: 3 clusters Score -268718.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -268767.062500 Penalty: 2577.550781
	Iteration 11Q: 3 clusters Score -268767.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -268813.593750 Penalty: 2577.550781
	Iteration 12Q: 3 clusters Score -268813.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -268843.656250 Penalty: 2577.550781
	Iteration 13Q: 3 clusters Score -268843.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -268858.875000 Penalty: 2577.550781
	Iteration 14Q: 3 clusters Score -268858.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -268874.906250 Penalty: 2577.550781
	Iteration 15Q: 3 clusters Score -268874.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -268890.687500 Penalty: 2577.550781
	Iteration 16Q: 3 clusters Score -268890.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -268904.937500 Penalty: 2577.550781
	Iteration 17Q: 3 clusters Score -268904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -268917.156250 Penalty: 2577.550781
	Iteration 18Q: 3 clusters Score -268917.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -268924.875000 Penalty: 2577.550781
	Iteration 19Q: 3 clusters Score -268924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -268929.062500 Penalty: 2577.550781
	Iteration 20F: 3 clusters Score -268929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -268937.031250 Penalty: 2577.550781
	Iteration 21Q: 3 clusters Score -268937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -268941.687500 Penalty: 2577.550781
	Iteration 22Q: 3 clusters Score -268941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -268943.031250 Penalty: 2577.550781
	Iteration 23Q: 3 clusters Score -268943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -268946.250000 Penalty: 2577.550781
	Iteration 24Q: 3 clusters Score -268946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -268948.250000 Penalty: 2577.550781
	Iteration 25Q: 3 clusters Score -268948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -268949.406250 Penalty: 2577.550781
	Iteration 26Q: 3 clusters Score -268949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -268949.531250 Penalty: 2577.550781
	Iteration 27Q: 3 clusters Score -268949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -268950.281250 Penalty: 2577.550781
	Iteration 28Q: 3 clusters Score -268950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -268950.281250 Penalty: 2577.550781
	Iteration 29F: 3 clusters Score -268950.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -488360.593750 Penalty: 1383.425171
	Iteration 0F: 2 clusters Score -488360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -484439.781250 Penalty: 2766.850342
	Iteration 0F: 3 clusters Score -484439.8 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -485607.093750 Penalty: 2766.850342
	Iteration 1F: 3 clusters Score -485607.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -485928.937500 Penalty: 2766.850342
	Iteration 2F: 3 clusters Score -485928.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -486280.875000 Penalty: 2766.850342
	Iteration 3F: 3 clusters Score -486280.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -486586.718750 Penalty: 2766.850342
	Iteration 4F: 3 clusters Score -486586.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -486800.843750 Penalty: 2766.850342
	Iteration 5F: 3 clusters Score -486800.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -486935.843750 Penalty: 2766.850342
	Iteration 6Q: 3 clusters Score -486935.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -487025.968750 Penalty: 2766.850342
	Iteration 7Q: 3 clusters Score -487026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -487087.062500 Penalty: 2766.850342
	Iteration 8Q: 3 clusters Score -487087.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -487138.562500 Penalty: 2766.850342
	Iteration 9Q: 3 clusters Score -487138.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -487180.250000 Penalty: 2766.850342
	Iteration 10Q: 3 clusters Score -487180.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -487212.968750 Penalty: 2766.850342
	Iteration 11Q: 3 clusters Score -487213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -487239.875000 Penalty: 2766.850342
	Iteration 12Q: 3 clusters Score -487239.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -487264.312500 Penalty: 2766.850342
	Iteration 13Q: 3 clusters Score -487264.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -487281.250000 Penalty: 2766.850342
	Iteration 14Q: 3 clusters Score -487281.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -487297.000000 Penalty: 2766.850342
	Iteration 15Q: 3 clusters Score -487297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -487316.718750 Penalty: 2766.850342
	Iteration 16Q: 3 clusters Score -487316.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -487338.593750 Penalty: 2766.850342
	Iteration 17Q: 3 clusters Score -487338.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -487352.718750 Penalty: 2766.850342
	Iteration 18Q: 3 clusters Score -487352.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -487369.437500 Penalty: 2766.850342
	Iteration 19Q: 3 clusters Score -487369.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -487395.750000 Penalty: 2766.850342
	Iteration 20F: 3 clusters Score -487395.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -487424.625000 Penalty: 2766.850342
	Iteration 21Q: 3 clusters Score -487424.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -487468.125000 Penalty: 2766.850342
	Iteration 22Q: 3 clusters Score -487468.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -487495.000000 Penalty: 2766.850342
	Iteration 23Q: 3 clusters Score -487495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -487510.312500 Penalty: 2766.850342
	Iteration 24Q: 3 clusters Score -487510.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -487521.875000 Penalty: 2766.850342
	Iteration 25Q: 3 clusters Score -487521.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -487535.593750 Penalty: 2766.850342
	Iteration 26Q: 3 clusters Score -487535.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -487548.906250 Penalty: 2766.850342
	Iteration 27Q: 3 clusters Score -487548.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -487556.500000 Penalty: 2766.850342
	Iteration 28Q: 3 clusters Score -487556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -487562.531250 Penalty: 2766.850342
	Iteration 29Q: 3 clusters Score -487562.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -487571.562500 Penalty: 2766.850342
	Iteration 30Q: 3 clusters Score -487571.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -487581.031250 Penalty: 2766.850342
	Iteration 31Q: 3 clusters Score -487581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -487589.625000 Penalty: 2766.850342
	Iteration 32Q: 3 clusters Score -487589.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -487593.656250 Penalty: 2766.850342
	Iteration 33Q: 3 clusters Score -487593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -487602.281250 Penalty: 2766.850342
	Iteration 34Q: 3 clusters Score -487602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -487609.593750 Penalty: 2766.850342
	Iteration 35Q: 3 clusters Score -487609.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -487613.406250 Penalty: 2766.850342
	Iteration 36Q: 3 clusters Score -487613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -487615.312500 Penalty: 2766.850342
	Iteration 37Q: 3 clusters Score -487615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -487617.531250 Penalty: 2766.850342
	Iteration 38Q: 3 clusters Score -487617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -487617.843750 Penalty: 2766.850342
	Iteration 39Q: 3 clusters Score -487617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -487618.531250 Penalty: 2766.850342
	Iteration 40F: 3 clusters Score -487618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -487619.656250 Penalty: 2766.850342
	Iteration 41Q: 3 clusters Score -487619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -487621.968750 Penalty: 2766.850342
	Iteration 42Q: 3 clusters Score -487622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -487622.906250 Penalty: 2766.850342
	Iteration 43Q: 3 clusters Score -487622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -487623.593750 Penalty: 2766.850342
	Iteration 44Q: 3 clusters Score -487623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -487624.562500 Penalty: 2766.850342
	Iteration 45Q: 3 clusters Score -487624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -487624.843750 Penalty: 2766.850342
	Iteration 46Q: 3 clusters Score -487624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -487625.437500 Penalty: 2766.850342
	Iteration 47Q: 3 clusters Score -487625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -487625.437500 Penalty: 2766.850342
	Iteration 48F: 3 clusters Score -487625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -703827.687500 Penalty: 1436.382446
	Iteration 0F: 2 clusters Score -703827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -698653.875000 Penalty: 2872.764893
	Iteration 0F: 3 clusters Score -698653.9 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -700194.187500 Penalty: 2872.764893
	Iteration 1F: 3 clusters Score -700194.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -700400.375000 Penalty: 2872.764893
	Iteration 2F: 3 clusters Score -700400.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -700588.562500 Penalty: 2872.764893
	Iteration 3Q: 3 clusters Score -700588.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -700820.187500 Penalty: 2872.764893
	Iteration 4Q: 3 clusters Score -700820.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -701150.812500 Penalty: 2872.764893
	Iteration 5F: 3 clusters Score -701150.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -701633.437500 Penalty: 2872.764893
	Iteration 6F: 3 clusters Score -701633.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -702200.875000 Penalty: 2872.764893
	Iteration 7F: 3 clusters Score -702200.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -702651.062500 Penalty: 2872.764893
	Iteration 8F: 3 clusters Score -702651.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -702963.375000 Penalty: 2872.764893
	Iteration 9F: 3 clusters Score -702963.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -703138.062500 Penalty: 2872.764893
	Iteration 10Q: 3 clusters Score -703138.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -703252.312500 Penalty: 2872.764893
	Iteration 11Q: 3 clusters Score -703252.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -703349.500000 Penalty: 2872.764893
	Iteration 12Q: 3 clusters Score -703349.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -703419.937500 Penalty: 2872.764893
	Iteration 13Q: 3 clusters Score -703419.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -703461.187500 Penalty: 2872.764893
	Iteration 14Q: 3 clusters Score -703461.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -703483.750000 Penalty: 2872.764893
	Iteration 15Q: 3 clusters Score -703483.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -703498.250000 Penalty: 2872.764893
	Iteration 16Q: 3 clusters Score -703498.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -703512.250000 Penalty: 2872.764893
	Iteration 17Q: 3 clusters Score -703512.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -703526.437500 Penalty: 2872.764893
	Iteration 18Q: 3 clusters Score -703526.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -703539.875000 Penalty: 2872.764893
	Iteration 19Q: 3 clusters Score -703539.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -703549.437500 Penalty: 2872.764893
	Iteration 20F: 3 clusters Score -703549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -703557.687500 Penalty: 2872.764893
	Iteration 21Q: 3 clusters Score -703557.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -703561.937500 Penalty: 2872.764893
	Iteration 22Q: 3 clusters Score -703561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -703566.312500 Penalty: 2872.764893
	Iteration 23Q: 3 clusters Score -703566.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -703567.875000 Penalty: 2872.764893
	Iteration 24Q: 3 clusters Score -703567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -703570.625000 Penalty: 2872.764893
	Iteration 25Q: 3 clusters Score -703570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -703572.187500 Penalty: 2872.764893
	Iteration 26Q: 3 clusters Score -703572.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -703574.187500 Penalty: 2872.764893
	Iteration 27Q: 3 clusters Score -703574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -703574.500000 Penalty: 2872.764893
	Iteration 28Q: 3 clusters Score -703574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -703573.437500 Penalty: 2872.764893
	Iteration 29Q: 3 clusters Score -703573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -703573.437500 Penalty: 2872.764893
	Iteration 30F: 3 clusters Score -703573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -269828.062500 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -269828.1 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 1382 members 
Entering Unmasked Estep 
Score: -267273.312500 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -267273.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -267861.843750 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -267861.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -267975.968750 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -267976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -268063.375000 Penalty: 2572.132080
	Iteration 3Q: 3 clusters Score -268063.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -268133.718750 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -268133.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -268188.062500 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -268188.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -268239.281250 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -268239.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -268292.281250 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -268292.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -268336.906250 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -268336.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -268377.531250 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -268377.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -268413.562500 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -268413.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -268448.406250 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -268448.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -268493.250000 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -268493.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -268536.437500 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -268536.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -268569.937500 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -268569.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -268601.218750 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -268601.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -268635.531250 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -268635.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -268666.187500 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -268666.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -268694.062500 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -268694.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -268715.156250 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -268715.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -268735.843750 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -268735.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -268755.000000 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -268755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -268771.437500 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -268771.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -268789.250000 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -268789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -268798.156250 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -268798.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -268804.968750 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -268805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -268810.625000 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -268810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -268815.375000 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -268815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -268817.000000 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -268817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -268817.406250 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -268817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -268817.656250 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -268817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -268818.031250 Penalty: 2572.132080
	Iteration 31Q: 3 clusters Score -268818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -268818.031250 Penalty: 2572.132080
	Iteration 32F: 3 clusters Score -268818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -1145381.875000 Penalty: 1515.762207
	Iteration 0F: 2 clusters Score -1145382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1137456.375000 Penalty: 3031.524414
	Iteration 0F: 3 clusters Score -1137456 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1140093.375000 Penalty: 3031.524414
	Iteration 1F: 3 clusters Score -1140093 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1140363.375000 Penalty: 3031.524414
	Iteration 2F: 3 clusters Score -1140363 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1140600.625000 Penalty: 3031.524414
	Iteration 3Q: 3 clusters Score -1140601 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1140810.875000 Penalty: 3031.524414
	Iteration 4Q: 3 clusters Score -1140811 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1141025.000000 Penalty: 3031.524414
	Iteration 5Q: 3 clusters Score -1141025 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1141240.875000 Penalty: 3031.524414
	Iteration 6Q: 3 clusters Score -1141241 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1141493.750000 Penalty: 3031.524414
	Iteration 7Q: 3 clusters Score -1141494 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1141785.625000 Penalty: 3031.524414
	Iteration 8Q: 3 clusters Score -1141786 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1142082.000000 Penalty: 3031.524414
	Iteration 9Q: 3 clusters Score -1142082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1142398.250000 Penalty: 3031.524414
	Iteration 10Q: 3 clusters Score -1142398 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1142708.750000 Penalty: 3031.524414
	Iteration 11Q: 3 clusters Score -1142709 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1142983.250000 Penalty: 3031.524414
	Iteration 12Q: 3 clusters Score -1142983 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1143173.750000 Penalty: 3031.524414
	Iteration 13Q: 3 clusters Score -1143174 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1143291.250000 Penalty: 3031.524414
	Iteration 14Q: 3 clusters Score -1143291 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1143374.375000 Penalty: 3031.524414
	Iteration 15Q: 3 clusters Score -1143374 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1143441.625000 Penalty: 3031.524414
	Iteration 16Q: 3 clusters Score -1143442 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1143484.500000 Penalty: 3031.524414
	Iteration 17Q: 3 clusters Score -1143484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1143531.875000 Penalty: 3031.524414
	Iteration 18Q: 3 clusters Score -1143532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1143585.625000 Penalty: 3031.524414
	Iteration 19Q: 3 clusters Score -1143586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1143633.500000 Penalty: 3031.524414
	Iteration 20F: 3 clusters Score -1143634 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1143684.375000 Penalty: 3031.524414
	Iteration 21Q: 3 clusters Score -1143684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1143735.750000 Penalty: 3031.524414
	Iteration 22Q: 3 clusters Score -1143736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1143776.250000 Penalty: 3031.524414
	Iteration 23Q: 3 clusters Score -1143776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1143826.125000 Penalty: 3031.524414
	Iteration 24Q: 3 clusters Score -1143826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1143886.250000 Penalty: 3031.524414
	Iteration 25Q: 3 clusters Score -1143886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1143939.000000 Penalty: 3031.524414
	Iteration 26Q: 3 clusters Score -1143939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1143967.500000 Penalty: 3031.524414
	Iteration 27Q: 3 clusters Score -1143968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1143993.125000 Penalty: 3031.524414
	Iteration 28Q: 3 clusters Score -1143993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1144024.875000 Penalty: 3031.524414
	Iteration 29Q: 3 clusters Score -1144025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1144053.625000 Penalty: 3031.524414
	Iteration 30Q: 3 clusters Score -1144054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1144071.625000 Penalty: 3031.524414
	Iteration 31Q: 3 clusters Score -1144072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1144081.875000 Penalty: 3031.524414
	Iteration 32Q: 3 clusters Score -1144082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1144094.125000 Penalty: 3031.524414
	Iteration 33Q: 3 clusters Score -1144094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1144097.000000 Penalty: 3031.524414
	Iteration 34Q: 3 clusters Score -1144097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1144099.500000 Penalty: 3031.524414
	Iteration 35Q: 3 clusters Score -1144100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1144109.000000 Penalty: 3031.524414
	Iteration 36Q: 3 clusters Score -1144109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1144115.250000 Penalty: 3031.524414
	Iteration 37Q: 3 clusters Score -1144115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1144129.750000 Penalty: 3031.524414
	Iteration 38Q: 3 clusters Score -1144130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1144136.750000 Penalty: 3031.524414
	Iteration 39Q: 3 clusters Score -1144137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1144144.875000 Penalty: 3031.524414
	Iteration 40F: 3 clusters Score -1144145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1144147.250000 Penalty: 3031.524414
	Iteration 41Q: 3 clusters Score -1144147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1144153.375000 Penalty: 3031.524414
	Iteration 42Q: 3 clusters Score -1144153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1144156.125000 Penalty: 3031.524414
	Iteration 43Q: 3 clusters Score -1144156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1144160.000000 Penalty: 3031.524414
	Iteration 44Q: 3 clusters Score -1144160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1144160.125000 Penalty: 3031.524414
	Iteration 45Q: 3 clusters Score -1144160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1144162.625000 Penalty: 3031.524414
	Iteration 46Q: 3 clusters Score -1144163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1144164.000000 Penalty: 3031.524414
	Iteration 47Q: 3 clusters Score -1144164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1144165.125000 Penalty: 3031.524414
	Iteration 48Q: 3 clusters Score -1144165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1144163.625000 Penalty: 3031.524414
	Iteration 49Q: 3 clusters Score -1144164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1144163.625000 Penalty: 3031.524414
	Iteration 50F: 3 clusters Score -1144164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -141383.187500 Penalty: 1205.356812
	Iteration 0F: 2 clusters Score -141383.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -139536.703125 Penalty: 2410.713623
	Iteration 0F: 3 clusters Score -139536.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -140163.656250 Penalty: 2410.713623
	Iteration 1F: 3 clusters Score -140163.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -140484.093750 Penalty: 2410.713623
	Iteration 2F: 3 clusters Score -140484.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140732.015625 Penalty: 2410.713623
	Iteration 3F: 3 clusters Score -140732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -140901.312500 Penalty: 2410.713623
	Iteration 4F: 3 clusters Score -140901.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -140997.718750 Penalty: 2410.713623
	Iteration 5Q: 3 clusters Score -140997.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141060.140625 Penalty: 2410.713623
	Iteration 6Q: 3 clusters Score -141060.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141129.312500 Penalty: 2410.713623
	Iteration 7Q: 3 clusters Score -141129.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -141179.312500 Penalty: 2410.713623
	Iteration 8Q: 3 clusters Score -141179.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -141225.734375 Penalty: 2410.713623
	Iteration 9Q: 3 clusters Score -141225.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -141267.406250 Penalty: 2410.713623
	Iteration 10Q: 3 clusters Score -141267.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -141301.218750 Penalty: 2410.713623
	Iteration 11Q: 3 clusters Score -141301.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -141345.687500 Penalty: 2410.713623
	Iteration 12Q: 3 clusters Score -141345.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -141375.390625 Penalty: 2410.713623
	Iteration 13Q: 3 clusters Score -141375.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -141402.953125 Penalty: 2410.713623
	Iteration 14Q: 3 clusters Score -141403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -141417.250000 Penalty: 2410.713623
	Iteration 15Q: 3 clusters Score -141417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -141430.109375 Penalty: 2410.713623
	Iteration 16Q: 3 clusters Score -141430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -141435.765625 Penalty: 2410.713623
	Iteration 17Q: 3 clusters Score -141435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -141444.562500 Penalty: 2410.713623
	Iteration 18Q: 3 clusters Score -141444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -141449.390625 Penalty: 2410.713623
	Iteration 19Q: 3 clusters Score -141449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -141454.093750 Penalty: 2410.713623
	Iteration 20F: 3 clusters Score -141454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -141454.531250 Penalty: 2410.713623
	Iteration 21Q: 3 clusters Score -141454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -141454.531250 Penalty: 2410.713623
	Iteration 22F: 3 clusters Score -141454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1437 members 
Mstep: Class 37 contains 2188 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
Score: -54940896.000000 Penalty: 81699.078125
Splitting cluster 36 changes total score from -54941728.000000 to -54940896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -210993.906250 Penalty: 1249.745728
	Iteration 0F: 2 clusters Score -210993.9 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 1079 members 
Entering Unmasked Estep 
Score: -208814.218750 Penalty: 2499.491455
	Iteration 0F: 3 clusters Score -208814.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209295.484375 Penalty: 2499.491455
	Iteration 1F: 3 clusters Score -209295.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209410.515625 Penalty: 2499.491455
	Iteration 2F: 3 clusters Score -209410.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209463.578125 Penalty: 2499.491455
	Iteration 3Q: 3 clusters Score -209463.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209499.718750 Penalty: 2499.491455
	Iteration 4Q: 3 clusters Score -209499.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209526.390625 Penalty: 2499.491455
	Iteration 5Q: 3 clusters Score -209526.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -209553.171875 Penalty: 2499.491455
	Iteration 6Q: 3 clusters Score -209553.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -209570.484375 Penalty: 2499.491455
	Iteration 7Q: 3 clusters Score -209570.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209585.140625 Penalty: 2499.491455
	Iteration 8Q: 3 clusters Score -209585.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -209595.703125 Penalty: 2499.491455
	Iteration 9Q: 3 clusters Score -209595.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209603.859375 Penalty: 2499.491455
	Iteration 10Q: 3 clusters Score -209603.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209608.031250 Penalty: 2499.491455
	Iteration 11Q: 3 clusters Score -209608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209616.187500 Penalty: 2499.491455
	Iteration 12Q: 3 clusters Score -209616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209621.593750 Penalty: 2499.491455
	Iteration 13Q: 3 clusters Score -209621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209625.453125 Penalty: 2499.491455
	Iteration 14Q: 3 clusters Score -209625.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -209629.093750 Penalty: 2499.491455
	Iteration 15Q: 3 clusters Score -209629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209633.484375 Penalty: 2499.491455
	Iteration 16Q: 3 clusters Score -209633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209637.156250 Penalty: 2499.491455
	Iteration 17Q: 3 clusters Score -209637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -209640.890625 Penalty: 2499.491455
	Iteration 18Q: 3 clusters Score -209640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -209646.265625 Penalty: 2499.491455
	Iteration 19Q: 3 clusters Score -209646.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209652.531250 Penalty: 2499.491455
	Iteration 20F: 3 clusters Score -209652.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -209659.781250 Penalty: 2499.491455
	Iteration 21Q: 3 clusters Score -209659.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -209664.625000 Penalty: 2499.491455
	Iteration 22Q: 3 clusters Score -209664.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -209669.093750 Penalty: 2499.491455
	Iteration 23Q: 3 clusters Score -209669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209670.921875 Penalty: 2499.491455
	Iteration 24Q: 3 clusters Score -209670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -209672.125000 Penalty: 2499.491455
	Iteration 25Q: 3 clusters Score -209672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209673.687500 Penalty: 2499.491455
	Iteration 26Q: 3 clusters Score -209673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -209675.640625 Penalty: 2499.491455
	Iteration 27Q: 3 clusters Score -209675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209680.796875 Penalty: 2499.491455
	Iteration 28Q: 3 clusters Score -209680.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -209684.890625 Penalty: 2499.491455
	Iteration 29Q: 3 clusters Score -209684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209686.421875 Penalty: 2499.491455
	Iteration 30Q: 3 clusters Score -209686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209687.578125 Penalty: 2499.491455
	Iteration 31Q: 3 clusters Score -209687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -209688.515625 Penalty: 2499.491455
	Iteration 32Q: 3 clusters Score -209688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -209689.031250 Penalty: 2499.491455
	Iteration 33Q: 3 clusters Score -209689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -209691.343750 Penalty: 2499.491455
	Iteration 34Q: 3 clusters Score -209691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -209693.484375 Penalty: 2499.491455
	Iteration 35Q: 3 clusters Score -209693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -209694.734375 Penalty: 2499.491455
	Iteration 36Q: 3 clusters Score -209694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -209698.515625 Penalty: 2499.491455
	Iteration 37Q: 3 clusters Score -209698.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -209701.578125 Penalty: 2499.491455
	Iteration 38Q: 3 clusters Score -209701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -209705.781250 Penalty: 2499.491455
	Iteration 39Q: 3 clusters Score -209705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209708.671875 Penalty: 2499.491455
	Iteration 40F: 3 clusters Score -209708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -209713.296875 Penalty: 2499.491455
	Iteration 41Q: 3 clusters Score -209713.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -209720.468750 Penalty: 2499.491455
	Iteration 42Q: 3 clusters Score -209720.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -209726.531250 Penalty: 2499.491455
	Iteration 43Q: 3 clusters Score -209726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -209733.171875 Penalty: 2499.491455
	Iteration 44Q: 3 clusters Score -209733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209739.234375 Penalty: 2499.491455
	Iteration 45Q: 3 clusters Score -209739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -209750.984375 Penalty: 2499.491455
	Iteration 46Q: 3 clusters Score -209751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209769.656250 Penalty: 2499.491455
	Iteration 47Q: 3 clusters Score -209769.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -209787.828125 Penalty: 2499.491455
	Iteration 48Q: 3 clusters Score -209787.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -209808.375000 Penalty: 2499.491455
	Iteration 49Q: 3 clusters Score -209808.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -209829.968750 Penalty: 2499.491455
	Iteration 50Q: 3 clusters Score -209830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -209847.140625 Penalty: 2499.491455
	Iteration 51Q: 3 clusters Score -209847.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -209870.828125 Penalty: 2499.491455
	Iteration 52Q: 3 clusters Score -209870.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -209891.796875 Penalty: 2499.491455
	Iteration 53Q: 3 clusters Score -209891.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -209908.312500 Penalty: 2499.491455
	Iteration 54Q: 3 clusters Score -209908.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -209928.171875 Penalty: 2499.491455
	Iteration 55Q: 3 clusters Score -209928.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -209949.265625 Penalty: 2499.491455
	Iteration 56Q: 3 clusters Score -209949.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -209963.562500 Penalty: 2499.491455
	Iteration 57Q: 3 clusters Score -209963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -209970.890625 Penalty: 2499.491455
	Iteration 58Q: 3 clusters Score -209970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -209987.937500 Penalty: 2499.491455
	Iteration 59Q: 3 clusters Score -209987.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -210012.187500 Penalty: 2499.491455
	Iteration 60F: 3 clusters Score -210012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -210027.468750 Penalty: 2499.491455
	Iteration 61Q: 3 clusters Score -210027.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -210043.281250 Penalty: 2499.491455
	Iteration 62Q: 3 clusters Score -210043.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -210053.328125 Penalty: 2499.491455
	Iteration 63Q: 3 clusters Score -210053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -210063.328125 Penalty: 2499.491455
	Iteration 64Q: 3 clusters Score -210063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -210077.171875 Penalty: 2499.491455
	Iteration 65Q: 3 clusters Score -210077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -210093.109375 Penalty: 2499.491455
	Iteration 66Q: 3 clusters Score -210093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -210104.343750 Penalty: 2499.491455
	Iteration 67Q: 3 clusters Score -210104.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -210111.031250 Penalty: 2499.491455
	Iteration 68Q: 3 clusters Score -210111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -210116.156250 Penalty: 2499.491455
	Iteration 69Q: 3 clusters Score -210116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -210119.031250 Penalty: 2499.491455
	Iteration 70Q: 3 clusters Score -210119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -210124.218750 Penalty: 2499.491455
	Iteration 71Q: 3 clusters Score -210124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -210127.531250 Penalty: 2499.491455
	Iteration 72Q: 3 clusters Score -210127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -210133.593750 Penalty: 2499.491455
	Iteration 73Q: 3 clusters Score -210133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -210140.343750 Penalty: 2499.491455
	Iteration 74Q: 3 clusters Score -210140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -210146.437500 Penalty: 2499.491455
	Iteration 75Q: 3 clusters Score -210146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210150.109375 Penalty: 2499.491455
	Iteration 76Q: 3 clusters Score -210150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210151.984375 Penalty: 2499.491455
	Iteration 77Q: 3 clusters Score -210152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210155.546875 Penalty: 2499.491455
	Iteration 78Q: 3 clusters Score -210155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210157.390625 Penalty: 2499.491455
	Iteration 79Q: 3 clusters Score -210157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210162.218750 Penalty: 2499.491455
	Iteration 80F: 3 clusters Score -210162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210168.171875 Penalty: 2499.491455
	Iteration 81Q: 3 clusters Score -210168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210179.968750 Penalty: 2499.491455
	Iteration 82Q: 3 clusters Score -210180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -210185.609375 Penalty: 2499.491455
	Iteration 83Q: 3 clusters Score -210185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -210188.062500 Penalty: 2499.491455
	Iteration 84Q: 3 clusters Score -210188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -210193.328125 Penalty: 2499.491455
	Iteration 85Q: 3 clusters Score -210193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -210198.781250 Penalty: 2499.491455
	Iteration 86Q: 3 clusters Score -210198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -210205.359375 Penalty: 2499.491455
	Iteration 87Q: 3 clusters Score -210205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -210208.343750 Penalty: 2499.491455
	Iteration 88Q: 3 clusters Score -210208.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -210213.375000 Penalty: 2499.491455
	Iteration 89Q: 3 clusters Score -210213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -210217.734375 Penalty: 2499.491455
	Iteration 90Q: 3 clusters Score -210217.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -210224.671875 Penalty: 2499.491455
	Iteration 91Q: 3 clusters Score -210224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -210229.156250 Penalty: 2499.491455
	Iteration 92Q: 3 clusters Score -210229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -210231.640625 Penalty: 2499.491455
	Iteration 93Q: 3 clusters Score -210231.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -210236.609375 Penalty: 2499.491455
	Iteration 94Q: 3 clusters Score -210236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -210241.843750 Penalty: 2499.491455
	Iteration 95Q: 3 clusters Score -210241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -210246.171875 Penalty: 2499.491455
	Iteration 96Q: 3 clusters Score -210246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -210257.718750 Penalty: 2499.491455
	Iteration 97Q: 3 clusters Score -210257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -210266.765625 Penalty: 2499.491455
	Iteration 98Q: 3 clusters Score -210266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -210278.171875 Penalty: 2499.491455
	Iteration 99Q: 3 clusters Score -210278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -210285.218750 Penalty: 2499.491455
	Iteration 100F: 3 clusters Score -210285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -210289.796875 Penalty: 2499.491455
	Iteration 101Q: 3 clusters Score -210289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -210292.703125 Penalty: 2499.491455
	Iteration 102Q: 3 clusters Score -210292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -210294.375000 Penalty: 2499.491455
	Iteration 103Q: 3 clusters Score -210294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -210297.265625 Penalty: 2499.491455
	Iteration 104Q: 3 clusters Score -210297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -210300.109375 Penalty: 2499.491455
	Iteration 105Q: 3 clusters Score -210300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -210301.375000 Penalty: 2499.491455
	Iteration 106Q: 3 clusters Score -210301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -210302.562500 Penalty: 2499.491455
	Iteration 107Q: 3 clusters Score -210302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -210304.812500 Penalty: 2499.491455
	Iteration 108Q: 3 clusters Score -210304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -210311.531250 Penalty: 2499.491455
	Iteration 109Q: 3 clusters Score -210311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -210316.234375 Penalty: 2499.491455
	Iteration 110Q: 3 clusters Score -210316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -210327.718750 Penalty: 2499.491455
	Iteration 111Q: 3 clusters Score -210327.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -210332.375000 Penalty: 2499.491455
	Iteration 112Q: 3 clusters Score -210332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -210335.218750 Penalty: 2499.491455
	Iteration 113Q: 3 clusters Score -210335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -210338.328125 Penalty: 2499.491455
	Iteration 114Q: 3 clusters Score -210338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -210341.281250 Penalty: 2499.491455
	Iteration 115Q: 3 clusters Score -210341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -210345.593750 Penalty: 2499.491455
	Iteration 116Q: 3 clusters Score -210345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -210358.656250 Penalty: 2499.491455
	Iteration 117Q: 3 clusters Score -210358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -210395.437500 Penalty: 2499.491455
	Iteration 118Q: 3 clusters Score -210395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -210420.578125 Penalty: 2499.491455
	Iteration 119Q: 3 clusters Score -210420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -210441.171875 Penalty: 2499.491455
	Iteration 120F: 3 clusters Score -210441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -210458.015625 Penalty: 2499.491455
	Iteration 121Q: 3 clusters Score -210458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -210473.109375 Penalty: 2499.491455
	Iteration 122Q: 3 clusters Score -210473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -210484.203125 Penalty: 2499.491455
	Iteration 123Q: 3 clusters Score -210484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -210488.328125 Penalty: 2499.491455
	Iteration 124Q: 3 clusters Score -210488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -210493.078125 Penalty: 2499.491455
	Iteration 125Q: 3 clusters Score -210493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -210496.562500 Penalty: 2499.491455
	Iteration 126Q: 3 clusters Score -210496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -210503.015625 Penalty: 2499.491455
	Iteration 127Q: 3 clusters Score -210503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -210509.671875 Penalty: 2499.491455
	Iteration 128Q: 3 clusters Score -210509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -210514.750000 Penalty: 2499.491455
	Iteration 129Q: 3 clusters Score -210514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -210518.796875 Penalty: 2499.491455
	Iteration 130Q: 3 clusters Score -210518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -210519.671875 Penalty: 2499.491455
	Iteration 131Q: 3 clusters Score -210519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -210519.671875 Penalty: 2499.491455
	Iteration 132F: 3 clusters Score -210519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 15363 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62896 members 
Mstep: Class 12 contains 30347 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111586 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 27498 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 9375 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1804 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11246 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941772.000000 Penalty: 79549.101562
Iteration 159Q: 38 clusters Score -5.494177e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 15360 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 13194 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 62894 members 
Mstep: Class 12 contains 30355 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111577 members 
Mstep: Class 15 contains 40586 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 27526 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 22 contains 9376 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 22737 members 
Mstep: Class 28 contains 5518 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6900 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11245 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941780.000000 Penalty: 79549.101562
Iteration 160F: 38 clusters Score -5.494178e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 15355 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 13190 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62893 members 
Mstep: Class 12 contains 30360 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111562 members 
Mstep: Class 15 contains 40584 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4680 members 
Mstep: Class 18 contains 27546 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 6564 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 22736 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 6901 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11248 members 
Mstep: Class 36 contains 1662 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941760.000000 Penalty: 79549.101562
Iteration 161Q: 38 clusters Score -5.494176e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10870 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 15352 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 7 contains 13188 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 74370 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62888 members 
Mstep: Class 12 contains 30360 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111549 members 
Mstep: Class 15 contains 40579 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4690 members 
Mstep: Class 18 contains 27573 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 8616 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 9380 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 1877 members 
Mstep: Class 27 contains 22734 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 4982 members 
Mstep: Class 33 contains 6901 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11250 members 
Mstep: Class 36 contains 1663 members 
Mstep: Class 37 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941836.000000 Penalty: 79549.101562
Iteration 162Q: 38 clusters Score -5.494184e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10870 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 15347 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 13189 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 74369 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62882 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 111536 members 
Mstep: Class 15 contains 40581 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 27596 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 8616 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 1886 members 
Mstep: Class 27 contains 22732 members 
Mstep: Class 28 contains 5513 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 6904 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11253 members 
Mstep: Class 36 contains 1664 members 
Mstep: Class 37 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941968.000000 Penalty: 79549.101562
Iteration 163Q: 38 clusters Score -5.494197e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 15344 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 13188 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 74368 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62878 members 
Mstep: Class 12 contains 30358 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 111515 members 
Mstep: Class 15 contains 40578 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 27622 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 21 contains 19723 members 
Mstep: Class 22 contains 9377 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 1890 members 
Mstep: Class 27 contains 22729 members 
Mstep: Class 28 contains 5511 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 4982 members 
Mstep: Class 33 contains 6905 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 1672 members 
Mstep: Class 37 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941932.000000 Penalty: 79549.101562
Iteration 164Q: 38 clusters Score -5.494193e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 15337 members 
Mstep: Class 6 contains 4309 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 74367 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62873 members 
Mstep: Class 12 contains 30360 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111491 members 
Mstep: Class 15 contains 40578 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 27656 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 21 contains 19722 members 
Mstep: Class 22 contains 9376 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 7735 members 
Mstep: Class 25 contains 3940 members 
Mstep: Class 26 contains 1893 members 
Mstep: Class 27 contains 22726 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 4982 members 
Mstep: Class 33 contains 6907 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11258 members 
Mstep: Class 36 contains 1673 members 
Mstep: Class 37 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942004.000000 Penalty: 79549.101562
Iteration 165Q: 38 clusters Score -5.4942e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 15552 members 
Mstep: Class 5 contains 15332 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 13187 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 74363 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62876 members 
Mstep: Class 12 contains 30368 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111458 members 
Mstep: Class 15 contains 40581 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 27675 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 21 contains 19721 members 
Mstep: Class 22 contains 9377 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 27 contains 22723 members 
Mstep: Class 28 contains 5517 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6907 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11260 members 
Mstep: Class 36 contains 1675 members 
Mstep: Class 37 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941984.000000 Penalty: 79549.101562
Iteration 166Q: 38 clusters Score -5.494198e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 15548 members 
Mstep: Class 5 contains 15327 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 13187 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 74360 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 62874 members 
Mstep: Class 12 contains 30375 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111444 members 
Mstep: Class 15 contains 40580 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4727 members 
Mstep: Class 18 contains 27689 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 20 contains 8618 members 
Mstep: Class 21 contains 19721 members 
Mstep: Class 22 contains 9378 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 1899 members 
Mstep: Class 27 contains 22721 members 
Mstep: Class 28 contains 5514 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6908 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 1668 members 
Mstep: Class 37 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942012.000000 Penalty: 79549.101562
Iteration 167Q: 38 clusters Score -5.494201e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 15545 members 
Mstep: Class 5 contains 15326 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 13187 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74357 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 62873 members 
Mstep: Class 12 contains 30380 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111428 members 
Mstep: Class 15 contains 40578 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4733 members 
Mstep: Class 18 contains 27702 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8619 members 
Mstep: Class 21 contains 19719 members 
Mstep: Class 22 contains 9379 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 22716 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6908 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 1664 members 
Mstep: Class 37 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942024.000000 Penalty: 79549.101562
Iteration 168Q: 38 clusters Score -5.494202e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74354 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62873 members 
Mstep: Class 12 contains 30385 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111413 members 
Mstep: Class 15 contains 40577 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 27712 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8619 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 9382 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 22714 members 
Mstep: Class 28 contains 5507 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1808 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 6908 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 1661 members 
Mstep: Class 37 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941984.000000 Penalty: 79549.101562
Iteration 169Q: 38 clusters Score -5.494198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 15323 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 13192 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74353 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 62873 members 
Mstep: Class 12 contains 30390 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111400 members 
Mstep: Class 15 contains 40570 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 27726 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8620 members 
Mstep: Class 21 contains 19712 members 
Mstep: Class 22 contains 9383 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1909 members 
Mstep: Class 27 contains 22714 members 
Mstep: Class 28 contains 5498 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1834 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6909 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11261 members 
Mstep: Class 36 contains 1658 members 
Mstep: Class 37 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941980.000000 Penalty: 79549.101562
Iteration 170Q: 38 clusters Score -5.494198e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 15319 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 13193 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74352 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 62876 members 
Mstep: Class 12 contains 30400 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 111382 members 
Mstep: Class 15 contains 40564 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 27742 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 19710 members 
Mstep: Class 22 contains 9383 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 22716 members 
Mstep: Class 28 contains 5489 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1847 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11263 members 
Mstep: Class 36 contains 1652 members 
Mstep: Class 37 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942000.000000 Penalty: 79549.101562
Iteration 171Q: 38 clusters Score -5.4942e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 10874 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 15319 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 13192 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74352 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 62872 members 
Mstep: Class 12 contains 30412 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 111369 members 
Mstep: Class 15 contains 40561 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4729 members 
Mstep: Class 18 contains 27751 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 19707 members 
Mstep: Class 22 contains 9385 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 22715 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1851 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11266 members 
Mstep: Class 36 contains 1645 members 
Mstep: Class 37 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941980.000000 Penalty: 79549.101562
Iteration 172Q: 38 clusters Score -5.494198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15496 members 
Mstep: Class 5 contains 15319 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 13190 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74351 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 62868 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 111353 members 
Mstep: Class 15 contains 40556 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 18 contains 27777 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 19708 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 22714 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1851 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11263 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942012.000000 Penalty: 79549.101562
Iteration 173Q: 38 clusters Score -5.494201e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15488 members 
Mstep: Class 5 contains 15319 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 62867 members 
Mstep: Class 12 contains 30431 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111335 members 
Mstep: Class 15 contains 40549 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 19701 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 6682 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 22713 members 
Mstep: Class 28 contains 5473 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1850 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11266 members 
Mstep: Class 36 contains 1647 members 
Mstep: Class 37 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942088.000000 Penalty: 79549.101562
Iteration 174Q: 38 clusters Score -5.494209e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 15318 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74351 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62862 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111319 members 
Mstep: Class 15 contains 40548 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 18 contains 27834 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8638 members 
Mstep: Class 21 contains 19699 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5468 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1842 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 4982 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1648 members 
Mstep: Class 37 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942136.000000 Penalty: 79549.101562
Iteration 175Q: 38 clusters Score -5.494214e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 15316 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 62856 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111307 members 
Mstep: Class 15 contains 40547 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 27852 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6690 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 22713 members 
Mstep: Class 28 contains 5466 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1838 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1648 members 
Mstep: Class 37 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942104.000000 Penalty: 79549.101562
Iteration 176Q: 38 clusters Score -5.49421e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 15478 members 
Mstep: Class 5 contains 15315 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 62850 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 111294 members 
Mstep: Class 15 contains 40551 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 18 contains 27867 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5466 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1838 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 1645 members 
Mstep: Class 37 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942168.000000 Penalty: 79549.101562
Iteration 177Q: 38 clusters Score -5.494217e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15473 members 
Mstep: Class 5 contains 15313 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62852 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 111284 members 
Mstep: Class 15 contains 40548 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4753 members 
Mstep: Class 18 contains 27877 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8649 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 22713 members 
Mstep: Class 28 contains 5466 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11266 members 
Mstep: Class 36 contains 1641 members 
Mstep: Class 37 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942188.000000 Penalty: 79549.101562
Iteration 178Q: 38 clusters Score -5.494219e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10868 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 15310 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62851 members 
Mstep: Class 12 contains 30437 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111273 members 
Mstep: Class 15 contains 40547 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4755 members 
Mstep: Class 18 contains 27888 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 6691 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1949 members 
Mstep: Class 27 contains 22713 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1838 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6910 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11266 members 
Mstep: Class 36 contains 1633 members 
Mstep: Class 37 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942180.000000 Penalty: 79549.101562
Iteration 179Q: 38 clusters Score -5.494218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 15308 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62853 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111267 members 
Mstep: Class 15 contains 40544 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4759 members 
Mstep: Class 18 contains 27900 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 19698 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 22713 members 
Mstep: Class 28 contains 5461 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6911 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11265 members 
Mstep: Class 36 contains 1628 members 
Mstep: Class 37 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942196.000000 Penalty: 79549.101562
Iteration 180F: 38 clusters Score -5.49422e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10865 members 
Mstep: Class 4 contains 15470 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62853 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111261 members 
Mstep: Class 15 contains 40544 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 27900 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8652 members 
Mstep: Class 21 contains 19698 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5463 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1843 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11265 members 
Mstep: Class 36 contains 1629 members 
Mstep: Class 37 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942248.000000 Penalty: 79549.101562
Iteration 181Q: 38 clusters Score -5.494225e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10865 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62855 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111257 members 
Mstep: Class 15 contains 40542 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 27901 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6698 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1954 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5463 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1848 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11266 members 
Mstep: Class 36 contains 1628 members 
Mstep: Class 37 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942204.000000 Penalty: 79549.101562
Iteration 182Q: 38 clusters Score -5.49422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10863 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 15301 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62853 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111250 members 
Mstep: Class 15 contains 40541 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 18 contains 27912 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8654 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1956 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1850 members 
Mstep: Class 31 contains 2769 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11265 members 
Mstep: Class 36 contains 1627 members 
Mstep: Class 37 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942172.000000 Penalty: 79549.101562
Iteration 183Q: 38 clusters Score -5.494217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10863 members 
Mstep: Class 4 contains 15465 members 
Mstep: Class 5 contains 15301 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62850 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111246 members 
Mstep: Class 15 contains 40541 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4762 members 
Mstep: Class 18 contains 27915 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1957 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1859 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11265 members 
Mstep: Class 36 contains 1626 members 
Mstep: Class 37 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942252.000000 Penalty: 79549.101562
Iteration 184Q: 38 clusters Score -5.494225e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 15462 members 
Mstep: Class 5 contains 15301 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62846 members 
Mstep: Class 12 contains 30432 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111244 members 
Mstep: Class 15 contains 40541 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 27920 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1862 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11264 members 
Mstep: Class 36 contains 1624 members 
Mstep: Class 37 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942140.000000 Penalty: 79549.101562
Iteration 185Q: 38 clusters Score -5.494214e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10854 members 
Mstep: Class 4 contains 15460 members 
Mstep: Class 5 contains 15300 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74350 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 62848 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111239 members 
Mstep: Class 15 contains 40540 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 27927 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 9390 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5460 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1866 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11264 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942200.000000 Penalty: 79549.101562
Iteration 186Q: 38 clusters Score -5.49422e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 62849 members 
Mstep: Class 12 contains 30436 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111234 members 
Mstep: Class 15 contains 40537 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 27936 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 22713 members 
Mstep: Class 28 contains 5459 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1861 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11265 members 
Mstep: Class 36 contains 1615 members 
Mstep: Class 37 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942244.000000 Penalty: 79549.101562
Iteration 187Q: 38 clusters Score -5.494224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 62843 members 
Mstep: Class 12 contains 30436 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111233 members 
Mstep: Class 15 contains 40538 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 27942 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19696 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 7733 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1864 members 
Mstep: Class 31 contains 2765 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11266 members 
Mstep: Class 36 contains 1612 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942216.000000 Penalty: 79549.101562
Iteration 188Q: 38 clusters Score -5.494222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 15460 members 
Mstep: Class 5 contains 15297 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 62837 members 
Mstep: Class 12 contains 30436 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111230 members 
Mstep: Class 15 contains 40536 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 27950 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5459 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1865 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942200.000000 Penalty: 79549.101562
Iteration 189Q: 38 clusters Score -5.49422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10846 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 15296 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111225 members 
Mstep: Class 15 contains 40534 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27958 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5459 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1868 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942184.000000 Penalty: 79549.101562
Iteration 190Q: 38 clusters Score -5.494218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10843 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 15296 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111215 members 
Mstep: Class 15 contains 40534 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27963 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1979 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1867 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11269 members 
Mstep: Class 36 contains 1602 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942196.000000 Penalty: 79549.101562
Iteration 191Q: 38 clusters Score -5.49422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10842 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15296 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111211 members 
Mstep: Class 15 contains 40532 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 27968 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5456 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1862 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4977 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1597 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942216.000000 Penalty: 79549.101562
Iteration 192Q: 38 clusters Score -5.494222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62836 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111204 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4774 members 
Mstep: Class 18 contains 27974 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3936 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1864 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 1590 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942216.000000 Penalty: 79549.101562
Iteration 193Q: 38 clusters Score -5.494222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62836 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111197 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 27979 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1868 members 
Mstep: Class 31 contains 2763 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942172.000000 Penalty: 79549.101562
Iteration 194Q: 38 clusters Score -5.494217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30433 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111187 members 
Mstep: Class 15 contains 40532 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 27985 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5457 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942176.000000 Penalty: 79549.101562
Iteration 195Q: 38 clusters Score -5.494218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62833 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111182 members 
Mstep: Class 15 contains 40533 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 27991 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5456 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942188.000000 Penalty: 79549.101562
Iteration 196Q: 38 clusters Score -5.494219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30434 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111180 members 
Mstep: Class 15 contains 40532 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27992 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5456 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942220.000000 Penalty: 79549.101562
Iteration 197Q: 38 clusters Score -5.494222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40532 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4769 members 
Mstep: Class 18 contains 27994 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6762 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942236.000000 Penalty: 79549.101562
Iteration 198Q: 38 clusters Score -5.494224e+07 nChanged 4
Entering ConstructFrom: 
Score: -54942236.000000 Penalty: 79549.101562
Entering ConstructFrom: 
Trying to split cluster 1 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -617581.375000 Penalty: 1421.031006
	Iteration 0F: 2 clusters Score -617581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -612711.250000 Penalty: 2842.062012
	Iteration 0F: 3 clusters Score -612711.2 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -614124.437500 Penalty: 2842.062012
	Iteration 1F: 3 clusters Score -614124.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -614350.437500 Penalty: 2842.062012
	Iteration 2F: 3 clusters Score -614350.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -614547.187500 Penalty: 2842.062012
	Iteration 3F: 3 clusters Score -614547.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -614761.500000 Penalty: 2842.062012
	Iteration 4F: 3 clusters Score -614761.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -614967.750000 Penalty: 2842.062012
	Iteration 5Q: 3 clusters Score -614967.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -615229.437500 Penalty: 2842.062012
	Iteration 6Q: 3 clusters Score -615229.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -615512.125000 Penalty: 2842.062012
	Iteration 7Q: 3 clusters Score -615512.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -615799.250000 Penalty: 2842.062012
	Iteration 8Q: 3 clusters Score -615799.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -616020.312500 Penalty: 2842.062012
	Iteration 9Q: 3 clusters Score -616020.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -616192.250000 Penalty: 2842.062012
	Iteration 10Q: 3 clusters Score -616192.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -616329.937500 Penalty: 2842.062012
	Iteration 11Q: 3 clusters Score -616329.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -616441.312500 Penalty: 2842.062012
	Iteration 12Q: 3 clusters Score -616441.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -616527.875000 Penalty: 2842.062012
	Iteration 13Q: 3 clusters Score -616527.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -616584.500000 Penalty: 2842.062012
	Iteration 14Q: 3 clusters Score -616584.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -616619.625000 Penalty: 2842.062012
	Iteration 15Q: 3 clusters Score -616619.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -616661.875000 Penalty: 2842.062012
	Iteration 16Q: 3 clusters Score -616661.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -616699.500000 Penalty: 2842.062012
	Iteration 17Q: 3 clusters Score -616699.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -616733.000000 Penalty: 2842.062012
	Iteration 18Q: 3 clusters Score -616733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -616754.500000 Penalty: 2842.062012
	Iteration 19Q: 3 clusters Score -616754.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -616769.187500 Penalty: 2842.062012
	Iteration 20F: 3 clusters Score -616769.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -616780.125000 Penalty: 2842.062012
	Iteration 21Q: 3 clusters Score -616780.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -616794.812500 Penalty: 2842.062012
	Iteration 22Q: 3 clusters Score -616794.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -616803.875000 Penalty: 2842.062012
	Iteration 23Q: 3 clusters Score -616803.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -616812.062500 Penalty: 2842.062012
	Iteration 24Q: 3 clusters Score -616812.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -616822.125000 Penalty: 2842.062012
	Iteration 25Q: 3 clusters Score -616822.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -616829.125000 Penalty: 2842.062012
	Iteration 26Q: 3 clusters Score -616829.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -616836.750000 Penalty: 2842.062012
	Iteration 27Q: 3 clusters Score -616836.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -616844.125000 Penalty: 2842.062012
	Iteration 28Q: 3 clusters Score -616844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -616854.562500 Penalty: 2842.062012
	Iteration 29Q: 3 clusters Score -616854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -616859.875000 Penalty: 2842.062012
	Iteration 30Q: 3 clusters Score -616859.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -616862.437500 Penalty: 2842.062012
	Iteration 31Q: 3 clusters Score -616862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -616865.937500 Penalty: 2842.062012
	Iteration 32Q: 3 clusters Score -616865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -616870.500000 Penalty: 2842.062012
	Iteration 33Q: 3 clusters Score -616870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -616871.437500 Penalty: 2842.062012
	Iteration 34Q: 3 clusters Score -616871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -616871.750000 Penalty: 2842.062012
	Iteration 35Q: 3 clusters Score -616871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -616872.125000 Penalty: 2842.062012
	Iteration 36Q: 3 clusters Score -616872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -616872.187500 Penalty: 2842.062012
	Iteration 37Q: 3 clusters Score -616872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -616872.375000 Penalty: 2842.062012
	Iteration 38Q: 3 clusters Score -616872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -616872.250000 Penalty: 2842.062012
	Iteration 39Q: 3 clusters Score -616872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -616873.187500 Penalty: 2842.062012
	Iteration 40F: 3 clusters Score -616873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -616872.875000 Penalty: 2842.062012
	Iteration 41Q: 3 clusters Score -616872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -616874.062500 Penalty: 2842.062012
	Iteration 42Q: 3 clusters Score -616874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -616876.312500 Penalty: 2842.062012
	Iteration 43Q: 3 clusters Score -616876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -616879.500000 Penalty: 2842.062012
	Iteration 44Q: 3 clusters Score -616879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -616878.125000 Penalty: 2842.062012
	Iteration 45Q: 3 clusters Score -616878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -616878.125000 Penalty: 2842.062012
	Iteration 46Q: 3 clusters Score -616878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -616878.125000 Penalty: 2842.062012
	Iteration 47F: 3 clusters Score -616878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -522645.781250 Penalty: 1386.399292
	Iteration 0F: 2 clusters Score -522645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -518646.656250 Penalty: 2772.798584
	Iteration 0F: 3 clusters Score -518646.7 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -519821.750000 Penalty: 2772.798584
	Iteration 1F: 3 clusters Score -519821.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -520021.593750 Penalty: 2772.798584
	Iteration 2F: 3 clusters Score -520021.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -520175.156250 Penalty: 2772.798584
	Iteration 3F: 3 clusters Score -520175.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -520313.750000 Penalty: 2772.798584
	Iteration 4F: 3 clusters Score -520313.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -520453.937500 Penalty: 2772.798584
	Iteration 5Q: 3 clusters Score -520453.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -520578.500000 Penalty: 2772.798584
	Iteration 6Q: 3 clusters Score -520578.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -520699.375000 Penalty: 2772.798584
	Iteration 7Q: 3 clusters Score -520699.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -520811.812500 Penalty: 2772.798584
	Iteration 8Q: 3 clusters Score -520811.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -520897.906250 Penalty: 2772.798584
	Iteration 9Q: 3 clusters Score -520897.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -520966.312500 Penalty: 2772.798584
	Iteration 10Q: 3 clusters Score -520966.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -521030.000000 Penalty: 2772.798584
	Iteration 11Q: 3 clusters Score -521030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -521090.875000 Penalty: 2772.798584
	Iteration 12Q: 3 clusters Score -521090.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -521145.562500 Penalty: 2772.798584
	Iteration 13Q: 3 clusters Score -521145.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -521188.718750 Penalty: 2772.798584
	Iteration 14Q: 3 clusters Score -521188.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -521221.281250 Penalty: 2772.798584
	Iteration 15Q: 3 clusters Score -521221.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -521241.968750 Penalty: 2772.798584
	Iteration 16Q: 3 clusters Score -521242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -521261.187500 Penalty: 2772.798584
	Iteration 17Q: 3 clusters Score -521261.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -521276.656250 Penalty: 2772.798584
	Iteration 18Q: 3 clusters Score -521276.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -521287.531250 Penalty: 2772.798584
	Iteration 19Q: 3 clusters Score -521287.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -521294.843750 Penalty: 2772.798584
	Iteration 20F: 3 clusters Score -521294.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -521303.000000 Penalty: 2772.798584
	Iteration 21Q: 3 clusters Score -521303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -521309.156250 Penalty: 2772.798584
	Iteration 22Q: 3 clusters Score -521309.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -521311.906250 Penalty: 2772.798584
	Iteration 23Q: 3 clusters Score -521311.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -521315.968750 Penalty: 2772.798584
	Iteration 24Q: 3 clusters Score -521316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -521319.968750 Penalty: 2772.798584
	Iteration 25Q: 3 clusters Score -521320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -521325.937500 Penalty: 2772.798584
	Iteration 26Q: 3 clusters Score -521325.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -521334.656250 Penalty: 2772.798584
	Iteration 27Q: 3 clusters Score -521334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -521341.437500 Penalty: 2772.798584
	Iteration 28Q: 3 clusters Score -521341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -521347.875000 Penalty: 2772.798584
	Iteration 29Q: 3 clusters Score -521347.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -521354.937500 Penalty: 2772.798584
	Iteration 30Q: 3 clusters Score -521354.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -521362.812500 Penalty: 2772.798584
	Iteration 31Q: 3 clusters Score -521362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -521368.468750 Penalty: 2772.798584
	Iteration 32Q: 3 clusters Score -521368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -521374.593750 Penalty: 2772.798584
	Iteration 33Q: 3 clusters Score -521374.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -521380.437500 Penalty: 2772.798584
	Iteration 34Q: 3 clusters Score -521380.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -521386.312500 Penalty: 2772.798584
	Iteration 35Q: 3 clusters Score -521386.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -521391.843750 Penalty: 2772.798584
	Iteration 36Q: 3 clusters Score -521391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -521393.968750 Penalty: 2772.798584
	Iteration 37Q: 3 clusters Score -521394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -521399.781250 Penalty: 2772.798584
	Iteration 38Q: 3 clusters Score -521399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -521406.593750 Penalty: 2772.798584
	Iteration 39Q: 3 clusters Score -521406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -521414.281250 Penalty: 2772.798584
	Iteration 40F: 3 clusters Score -521414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -521421.875000 Penalty: 2772.798584
	Iteration 41Q: 3 clusters Score -521421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -521424.406250 Penalty: 2772.798584
	Iteration 42Q: 3 clusters Score -521424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -521431.062500 Penalty: 2772.798584
	Iteration 43Q: 3 clusters Score -521431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -521437.031250 Penalty: 2772.798584
	Iteration 44Q: 3 clusters Score -521437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -521443.125000 Penalty: 2772.798584
	Iteration 45Q: 3 clusters Score -521443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -521451.437500 Penalty: 2772.798584
	Iteration 46Q: 3 clusters Score -521451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -521461.343750 Penalty: 2772.798584
	Iteration 47Q: 3 clusters Score -521461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -521472.437500 Penalty: 2772.798584
	Iteration 48Q: 3 clusters Score -521472.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -521487.406250 Penalty: 2772.798584
	Iteration 49Q: 3 clusters Score -521487.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -521503.187500 Penalty: 2772.798584
	Iteration 50Q: 3 clusters Score -521503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -521528.156250 Penalty: 2772.798584
	Iteration 51Q: 3 clusters Score -521528.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -521554.406250 Penalty: 2772.798584
	Iteration 52Q: 3 clusters Score -521554.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -521572.562500 Penalty: 2772.798584
	Iteration 53Q: 3 clusters Score -521572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -521585.156250 Penalty: 2772.798584
	Iteration 54Q: 3 clusters Score -521585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -521597.812500 Penalty: 2772.798584
	Iteration 55Q: 3 clusters Score -521597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -521606.812500 Penalty: 2772.798584
	Iteration 56Q: 3 clusters Score -521606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -521611.937500 Penalty: 2772.798584
	Iteration 57Q: 3 clusters Score -521611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -521620.593750 Penalty: 2772.798584
	Iteration 58Q: 3 clusters Score -521620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -521628.437500 Penalty: 2772.798584
	Iteration 59Q: 3 clusters Score -521628.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -521633.375000 Penalty: 2772.798584
	Iteration 60F: 3 clusters Score -521633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -521642.531250 Penalty: 2772.798584
	Iteration 61Q: 3 clusters Score -521642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -521647.812500 Penalty: 2772.798584
	Iteration 62Q: 3 clusters Score -521647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -521651.531250 Penalty: 2772.798584
	Iteration 63Q: 3 clusters Score -521651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -521655.343750 Penalty: 2772.798584
	Iteration 64Q: 3 clusters Score -521655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -521657.843750 Penalty: 2772.798584
	Iteration 65Q: 3 clusters Score -521657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -521660.187500 Penalty: 2772.798584
	Iteration 66Q: 3 clusters Score -521660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -521665.218750 Penalty: 2772.798584
	Iteration 67Q: 3 clusters Score -521665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -521667.968750 Penalty: 2772.798584
	Iteration 68Q: 3 clusters Score -521668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -521668.062500 Penalty: 2772.798584
	Iteration 69Q: 3 clusters Score -521668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -521668.062500 Penalty: 2772.798584
	Iteration 70F: 3 clusters Score -521668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Entering Unmasked Estep 
Score: -1097175.250000 Penalty: 1509.787231
	Iteration 0F: 2 clusters Score -1097175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1089497.250000 Penalty: 3019.574463
	Iteration 0F: 3 clusters Score -1089497 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1092232.000000 Penalty: 3019.574463
	Iteration 1F: 3 clusters Score -1092232 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1092741.250000 Penalty: 3019.574463
	Iteration 2F: 3 clusters Score -1092741 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1093364.125000 Penalty: 3019.574463
	Iteration 3F: 3 clusters Score -1093364 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1094184.000000 Penalty: 3019.574463
	Iteration 4F: 3 clusters Score -1094184 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1095103.750000 Penalty: 3019.574463
	Iteration 5F: 3 clusters Score -1095104 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1095980.250000 Penalty: 3019.574463
	Iteration 6F: 3 clusters Score -1095980 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1096477.000000 Penalty: 3019.574463
	Iteration 7F: 3 clusters Score -1096477 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1096766.500000 Penalty: 3019.574463
	Iteration 8Q: 3 clusters Score -1096766 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1096980.750000 Penalty: 3019.574463
	Iteration 9Q: 3 clusters Score -1096981 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1097141.625000 Penalty: 3019.574463
	Iteration 10Q: 3 clusters Score -1097142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1097222.125000 Penalty: 3019.574463
	Iteration 11Q: 3 clusters Score -1097222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1097256.500000 Penalty: 3019.574463
	Iteration 12Q: 3 clusters Score -1097256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1097263.625000 Penalty: 3019.574463
	Iteration 13Q: 3 clusters Score -1097264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1097268.250000 Penalty: 3019.574463
	Iteration 14Q: 3 clusters Score -1097268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1097273.250000 Penalty: 3019.574463
	Iteration 15Q: 3 clusters Score -1097273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1097273.375000 Penalty: 3019.574463
	Iteration 16Q: 3 clusters Score -1097273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1097278.375000 Penalty: 3019.574463
	Iteration 17Q: 3 clusters Score -1097278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1097280.000000 Penalty: 3019.574463
	Iteration 18Q: 3 clusters Score -1097280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1097281.375000 Penalty: 3019.574463
	Iteration 19Q: 3 clusters Score -1097281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1097280.250000 Penalty: 3019.574463
	Iteration 20F: 3 clusters Score -1097280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1097280.375000 Penalty: 3019.574463
	Iteration 21Q: 3 clusters Score -1097280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1097280.375000 Penalty: 3019.574463
	Iteration 22F: 3 clusters Score -1097280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 2913 members 
Entering Unmasked Estep 
Score: -54941760.000000 Penalty: 81699.078125
Splitting cluster 3 changes total score from -54942236.000000 to -54941760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Entering Unmasked Estep 
Score: -1557548.250000 Penalty: 1567.434814
	Iteration 0F: 2 clusters Score -1557548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1546877.375000 Penalty: 3134.869629
	Iteration 0F: 3 clusters Score -1546877 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1550602.375000 Penalty: 3134.869629
	Iteration 1F: 3 clusters Score -1550602 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1550977.250000 Penalty: 3134.869629
	Iteration 2F: 3 clusters Score -1550977 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1551416.625000 Penalty: 3134.869629
	Iteration 3F: 3 clusters Score -1551417 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1551895.875000 Penalty: 3134.869629
	Iteration 4F: 3 clusters Score -1551896 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1552564.500000 Penalty: 3134.869629
	Iteration 5F: 3 clusters Score -1552564 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1553420.625000 Penalty: 3134.869629
	Iteration 6F: 3 clusters Score -1553421 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1554290.500000 Penalty: 3134.869629
	Iteration 7F: 3 clusters Score -1554290 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1555062.750000 Penalty: 3134.869629
	Iteration 8F: 3 clusters Score -1555063 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1555802.375000 Penalty: 3134.869629
	Iteration 9Q: 3 clusters Score -1555802 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1556460.500000 Penalty: 3134.869629
	Iteration 10Q: 3 clusters Score -1556460 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1556917.250000 Penalty: 3134.869629
	Iteration 11Q: 3 clusters Score -1556917 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1557147.375000 Penalty: 3134.869629
	Iteration 12Q: 3 clusters Score -1557147 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1557286.875000 Penalty: 3134.869629
	Iteration 13Q: 3 clusters Score -1557287 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1557357.875000 Penalty: 3134.869629
	Iteration 14Q: 3 clusters Score -1557358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1557398.250000 Penalty: 3134.869629
	Iteration 15Q: 3 clusters Score -1557398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1557414.500000 Penalty: 3134.869629
	Iteration 16Q: 3 clusters Score -1557414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1557423.875000 Penalty: 3134.869629
	Iteration 17Q: 3 clusters Score -1557424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1557428.500000 Penalty: 3134.869629
	Iteration 18Q: 3 clusters Score -1557428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1557435.500000 Penalty: 3134.869629
	Iteration 19Q: 3 clusters Score -1557436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1557440.750000 Penalty: 3134.869629
	Iteration 20F: 3 clusters Score -1557441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1557438.125000 Penalty: 3134.869629
	Iteration 21Q: 3 clusters Score -1557438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1557442.500000 Penalty: 3134.869629
	Iteration 22Q: 3 clusters Score -1557442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1557443.875000 Penalty: 3134.869629
	Iteration 23Q: 3 clusters Score -1557444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1557444.375000 Penalty: 3134.869629
	Iteration 24Q: 3 clusters Score -1557444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1557444.250000 Penalty: 3134.869629
	Iteration 25Q: 3 clusters Score -1557444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1557444.250000 Penalty: 3134.869629
	Iteration 26Q: 3 clusters Score -1557444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1557443.625000 Penalty: 3134.869629
	Iteration 27Q: 3 clusters Score -1557444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1557443.375000 Penalty: 3134.869629
	Iteration 28Q: 3 clusters Score -1557443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1557443.375000 Penalty: 3134.869629
	Iteration 29F: 3 clusters Score -1557443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Entering Unmasked Estep 
Score: -1526241.500000 Penalty: 1565.765015
	Iteration 0F: 2 clusters Score -1526242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1515733.500000 Penalty: 3131.530029
	Iteration 0F: 3 clusters Score -1515734 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1519622.750000 Penalty: 3131.530029
	Iteration 1F: 3 clusters Score -1519623 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1520203.625000 Penalty: 3131.530029
	Iteration 2F: 3 clusters Score -1520204 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1520832.875000 Penalty: 3131.530029
	Iteration 3F: 3 clusters Score -1520833 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1521576.750000 Penalty: 3131.530029
	Iteration 4F: 3 clusters Score -1521577 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1522355.000000 Penalty: 3131.530029
	Iteration 5F: 3 clusters Score -1522355 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1523062.750000 Penalty: 3131.530029
	Iteration 6F: 3 clusters Score -1523063 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1523671.000000 Penalty: 3131.530029
	Iteration 7Q: 3 clusters Score -1523671 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1524132.625000 Penalty: 3131.530029
	Iteration 8Q: 3 clusters Score -1524133 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1524432.750000 Penalty: 3131.530029
	Iteration 9Q: 3 clusters Score -1524433 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1524614.625000 Penalty: 3131.530029
	Iteration 10Q: 3 clusters Score -1524615 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1524725.625000 Penalty: 3131.530029
	Iteration 11Q: 3 clusters Score -1524726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1524798.375000 Penalty: 3131.530029
	Iteration 12Q: 3 clusters Score -1524798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1524846.750000 Penalty: 3131.530029
	Iteration 13Q: 3 clusters Score -1524847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1524885.250000 Penalty: 3131.530029
	Iteration 14Q: 3 clusters Score -1524885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1524905.875000 Penalty: 3131.530029
	Iteration 15Q: 3 clusters Score -1524906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1524911.500000 Penalty: 3131.530029
	Iteration 16Q: 3 clusters Score -1524912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1524920.250000 Penalty: 3131.530029
	Iteration 17Q: 3 clusters Score -1524920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1524924.625000 Penalty: 3131.530029
	Iteration 18Q: 3 clusters Score -1524925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1524928.500000 Penalty: 3131.530029
	Iteration 19Q: 3 clusters Score -1524928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1524928.625000 Penalty: 3131.530029
	Iteration 20F: 3 clusters Score -1524929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1524930.875000 Penalty: 3131.530029
	Iteration 21Q: 3 clusters Score -1524931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1524930.875000 Penalty: 3131.530029
	Iteration 22F: 3 clusters Score -1524931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -358931.812500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -358931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -355465.656250 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -355465.7 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -356724.312500 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -356724.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -357135.375000 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -357135.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -357465.781250 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -357465.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -357711.000000 Penalty: 2718.389404
	Iteration 4F: 3 clusters Score -357711 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -357879.218750 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -357879.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -358066.250000 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -358066.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -358225.750000 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -358225.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -358348.062500 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -358348.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -358452.875000 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -358452.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -358512.125000 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -358512.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -358559.718750 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -358559.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -358605.812500 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -358605.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -358639.500000 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -358639.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -358676.000000 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -358676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358700.187500 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -358700.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -358710.687500 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -358710.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -358723.250000 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -358723.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -358733.468750 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -358733.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -358747.125000 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -358747.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -358762.093750 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -358762.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -358772.375000 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -358772.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -358780.781250 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -358780.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -358788.781250 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -358788.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -358795.812500 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -358795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -358801.750000 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -358801.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -358807.343750 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -358807.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -358812.531250 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -358812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -358816.312500 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -358816.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -358821.125000 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -358821.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -358829.531250 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -358829.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -358841.000000 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -358841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -358848.750000 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -358848.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -358857.656250 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -358857.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -358865.687500 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -358865.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -358875.875000 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -358875.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -358886.718750 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -358886.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -358896.937500 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -358896.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -358906.093750 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -358906.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -358914.531250 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -358914.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -358920.343750 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -358920.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -358927.156250 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -358927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -358930.531250 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -358930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -358932.843750 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -358932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -358936.187500 Penalty: 2718.389404
	Iteration 44Q: 3 clusters Score -358936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -358938.593750 Penalty: 2718.389404
	Iteration 45Q: 3 clusters Score -358938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -358940.218750 Penalty: 2718.389404
	Iteration 46Q: 3 clusters Score -358940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -358941.687500 Penalty: 2718.389404
	Iteration 47Q: 3 clusters Score -358941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -358942.718750 Penalty: 2718.389404
	Iteration 48Q: 3 clusters Score -358942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -358943.000000 Penalty: 2718.389404
	Iteration 49Q: 3 clusters Score -358943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -358943.000000 Penalty: 2718.389404
	Iteration 50F: 3 clusters Score -358943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 2868 members 
Entering Unmasked Estep 
Score: -54941480.000000 Penalty: 81699.078125
Splitting cluster 6 changes total score from -54942236.000000 to -54941480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Entering Unmasked Estep 
Score: -1297443.250000 Penalty: 1541.586182
	Iteration 0F: 2 clusters Score -1297443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1288199.875000 Penalty: 3083.172363
	Iteration 0F: 3 clusters Score -1288200 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1291490.125000 Penalty: 3083.172363
	Iteration 1F: 3 clusters Score -1291490 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1291885.125000 Penalty: 3083.172363
	Iteration 2F: 3 clusters Score -1291885 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1292234.875000 Penalty: 3083.172363
	Iteration 3F: 3 clusters Score -1292235 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1292567.625000 Penalty: 3083.172363
	Iteration 4F: 3 clusters Score -1292568 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1292919.375000 Penalty: 3083.172363
	Iteration 5Q: 3 clusters Score -1292919 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1293240.875000 Penalty: 3083.172363
	Iteration 6Q: 3 clusters Score -1293241 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1293517.750000 Penalty: 3083.172363
	Iteration 7Q: 3 clusters Score -1293518 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1293795.375000 Penalty: 3083.172363
	Iteration 8Q: 3 clusters Score -1293795 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1294116.250000 Penalty: 3083.172363
	Iteration 9Q: 3 clusters Score -1294116 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1294467.750000 Penalty: 3083.172363
	Iteration 10Q: 3 clusters Score -1294468 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1294757.125000 Penalty: 3083.172363
	Iteration 11Q: 3 clusters Score -1294757 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1295024.000000 Penalty: 3083.172363
	Iteration 12Q: 3 clusters Score -1295024 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1295237.500000 Penalty: 3083.172363
	Iteration 13Q: 3 clusters Score -1295238 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1295421.375000 Penalty: 3083.172363
	Iteration 14Q: 3 clusters Score -1295421 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1295582.375000 Penalty: 3083.172363
	Iteration 15Q: 3 clusters Score -1295582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1295698.250000 Penalty: 3083.172363
	Iteration 16Q: 3 clusters Score -1295698 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1295799.875000 Penalty: 3083.172363
	Iteration 17Q: 3 clusters Score -1295800 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1295865.875000 Penalty: 3083.172363
	Iteration 18Q: 3 clusters Score -1295866 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1295924.875000 Penalty: 3083.172363
	Iteration 19Q: 3 clusters Score -1295925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1295967.625000 Penalty: 3083.172363
	Iteration 20F: 3 clusters Score -1295968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1296009.750000 Penalty: 3083.172363
	Iteration 21Q: 3 clusters Score -1296010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1296037.750000 Penalty: 3083.172363
	Iteration 22Q: 3 clusters Score -1296038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1296058.875000 Penalty: 3083.172363
	Iteration 23Q: 3 clusters Score -1296059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1296085.125000 Penalty: 3083.172363
	Iteration 24Q: 3 clusters Score -1296085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1296101.375000 Penalty: 3083.172363
	Iteration 25Q: 3 clusters Score -1296101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1296112.125000 Penalty: 3083.172363
	Iteration 26Q: 3 clusters Score -1296112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1296117.375000 Penalty: 3083.172363
	Iteration 27Q: 3 clusters Score -1296117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1296130.625000 Penalty: 3083.172363
	Iteration 28Q: 3 clusters Score -1296131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1296130.125000 Penalty: 3083.172363
	Iteration 29Q: 3 clusters Score -1296130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1296139.875000 Penalty: 3083.172363
	Iteration 30Q: 3 clusters Score -1296140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1296147.125000 Penalty: 3083.172363
	Iteration 31Q: 3 clusters Score -1296147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1296143.375000 Penalty: 3083.172363
	Iteration 32Q: 3 clusters Score -1296143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1296144.125000 Penalty: 3083.172363
	Iteration 33Q: 3 clusters Score -1296144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1296148.250000 Penalty: 3083.172363
	Iteration 34Q: 3 clusters Score -1296148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1296148.000000 Penalty: 3083.172363
	Iteration 35Q: 3 clusters Score -1296148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1296150.750000 Penalty: 3083.172363
	Iteration 36Q: 3 clusters Score -1296151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1296151.375000 Penalty: 3083.172363
	Iteration 37Q: 3 clusters Score -1296151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1296149.875000 Penalty: 3083.172363
	Iteration 38Q: 3 clusters Score -1296150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1296150.250000 Penalty: 3083.172363
	Iteration 39Q: 3 clusters Score -1296150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1296151.250000 Penalty: 3083.172363
	Iteration 40F: 3 clusters Score -1296151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1296150.125000 Penalty: 3083.172363
	Iteration 41Q: 3 clusters Score -1296150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1296153.250000 Penalty: 3083.172363
	Iteration 42Q: 3 clusters Score -1296153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1296153.375000 Penalty: 3083.172363
	Iteration 43Q: 3 clusters Score -1296153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1296154.375000 Penalty: 3083.172363
	Iteration 44Q: 3 clusters Score -1296154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1296155.250000 Penalty: 3083.172363
	Iteration 45Q: 3 clusters Score -1296155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1296155.750000 Penalty: 3083.172363
	Iteration 46Q: 3 clusters Score -1296156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1296154.000000 Penalty: 3083.172363
	Iteration 47Q: 3 clusters Score -1296154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1296154.000000 Penalty: 3083.172363
	Iteration 48F: 3 clusters Score -1296154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -208530.796875 Penalty: 1250.042603
	Iteration 0F: 2 clusters Score -208530.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -206327.937500 Penalty: 2500.085205
	Iteration 0F: 3 clusters Score -206327.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -207089.312500 Penalty: 2500.085205
	Iteration 1F: 3 clusters Score -207089.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -207552.390625 Penalty: 2500.085205
	Iteration 2F: 3 clusters Score -207552.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -207789.062500 Penalty: 2500.085205
	Iteration 3F: 3 clusters Score -207789.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -207991.593750 Penalty: 2500.085205
	Iteration 4F: 3 clusters Score -207991.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -208235.765625 Penalty: 2500.085205
	Iteration 5F: 3 clusters Score -208235.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -208479.078125 Penalty: 2500.085205
	Iteration 6F: 3 clusters Score -208479.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208632.062500 Penalty: 2500.085205
	Iteration 7Q: 3 clusters Score -208632.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -208680.609375 Penalty: 2500.085205
	Iteration 8Q: 3 clusters Score -208680.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208691.671875 Penalty: 2500.085205
	Iteration 9Q: 3 clusters Score -208691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208706.281250 Penalty: 2500.085205
	Iteration 10Q: 3 clusters Score -208706.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208728.593750 Penalty: 2500.085205
	Iteration 11Q: 3 clusters Score -208728.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -208744.125000 Penalty: 2500.085205
	Iteration 12Q: 3 clusters Score -208744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208752.281250 Penalty: 2500.085205
	Iteration 13Q: 3 clusters Score -208752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208761.265625 Penalty: 2500.085205
	Iteration 14Q: 3 clusters Score -208761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -208763.578125 Penalty: 2500.085205
	Iteration 15Q: 3 clusters Score -208763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -208764.671875 Penalty: 2500.085205
	Iteration 16Q: 3 clusters Score -208764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -208766.343750 Penalty: 2500.085205
	Iteration 17Q: 3 clusters Score -208766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -208769.140625 Penalty: 2500.085205
	Iteration 18Q: 3 clusters Score -208769.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -208770.828125 Penalty: 2500.085205
	Iteration 19Q: 3 clusters Score -208770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -208770.750000 Penalty: 2500.085205
	Iteration 20F: 3 clusters Score -208770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -208772.250000 Penalty: 2500.085205
	Iteration 21Q: 3 clusters Score -208772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -208773.718750 Penalty: 2500.085205
	Iteration 22Q: 3 clusters Score -208773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208775.562500 Penalty: 2500.085205
	Iteration 23Q: 3 clusters Score -208775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -208776.703125 Penalty: 2500.085205
	Iteration 24Q: 3 clusters Score -208776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -208776.703125 Penalty: 2500.085205
	Iteration 25F: 3 clusters Score -208776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 1634 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 558 members 
Entering Unmasked Estep 
Score: -54941612.000000 Penalty: 81699.078125
Splitting cluster 8 changes total score from -54942236.000000 to -54941612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (74349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Entering Unmasked Estep 
Score: -7873216.500000 Penalty: 1822.685303
	Iteration 0F: 2 clusters Score -7873216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7823708.500000 Penalty: 3645.370605
	Iteration 0F: 3 clusters Score -7823708 nChanged 35171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7843470.500000 Penalty: 3645.370605
	Iteration 1F: 3 clusters Score -7843470 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -7844152.500000 Penalty: 3645.370605
	Iteration 2Q: 3 clusters Score -7844152 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -7845202.000000 Penalty: 3645.370605
	Iteration 3Q: 3 clusters Score -7845202 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -7847066.500000 Penalty: 3645.370605
	Iteration 4F: 3 clusters Score -7847066 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -7850588.000000 Penalty: 3645.370605
	Iteration 5F: 3 clusters Score -7850588 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -7856205.000000 Penalty: 3645.370605
	Iteration 6F: 3 clusters Score -7856205 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -7862695.500000 Penalty: 3645.370605
	Iteration 7F: 3 clusters Score -7862696 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7867668.500000 Penalty: 3645.370605
	Iteration 8F: 3 clusters Score -7867668 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7870201.000000 Penalty: 3645.370605
	Iteration 9Q: 3 clusters Score -7870201 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7871126.000000 Penalty: 3645.370605
	Iteration 10Q: 3 clusters Score -7871126 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7871428.000000 Penalty: 3645.370605
	Iteration 11Q: 3 clusters Score -7871428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7871518.500000 Penalty: 3645.370605
	Iteration 12Q: 3 clusters Score -7871518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7871565.000000 Penalty: 3645.370605
	Iteration 13Q: 3 clusters Score -7871565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7871604.000000 Penalty: 3645.370605
	Iteration 14Q: 3 clusters Score -7871604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7871609.500000 Penalty: 3645.370605
	Iteration 15Q: 3 clusters Score -7871610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7871619.000000 Penalty: 3645.370605
	Iteration 16Q: 3 clusters Score -7871619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7871628.000000 Penalty: 3645.370605
	Iteration 17Q: 3 clusters Score -7871628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7871635.500000 Penalty: 3645.370605
	Iteration 18Q: 3 clusters Score -7871636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7871637.000000 Penalty: 3645.370605
	Iteration 19Q: 3 clusters Score -7871637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7871633.500000 Penalty: 3645.370605
	Iteration 20F: 3 clusters Score -7871634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7871641.500000 Penalty: 3645.370605
	Iteration 21Q: 3 clusters Score -7871642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7871642.000000 Penalty: 3645.370605
	Iteration 22Q: 3 clusters Score -7871642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7871639.000000 Penalty: 3645.370605
	Iteration 23Q: 3 clusters Score -7871639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7871646.500000 Penalty: 3645.370605
	Iteration 24Q: 3 clusters Score -7871646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7871649.500000 Penalty: 3645.370605
	Iteration 25Q: 3 clusters Score -7871650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7871649.500000 Penalty: 3645.370605
	Iteration 26F: 3 clusters Score -7871650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -317204.312500 Penalty: 1314.291504
	Iteration 0F: 2 clusters Score -317204.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -314319.343750 Penalty: 2628.583008
	Iteration 0F: 3 clusters Score -314319.3 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -315244.000000 Penalty: 2628.583008
	Iteration 1F: 3 clusters Score -315244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -315671.406250 Penalty: 2628.583008
	Iteration 2F: 3 clusters Score -315671.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -316042.656250 Penalty: 2628.583008
	Iteration 3F: 3 clusters Score -316042.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -316266.281250 Penalty: 2628.583008
	Iteration 4F: 3 clusters Score -316266.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -316385.093750 Penalty: 2628.583008
	Iteration 5Q: 3 clusters Score -316385.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -316470.500000 Penalty: 2628.583008
	Iteration 6Q: 3 clusters Score -316470.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -316558.593750 Penalty: 2628.583008
	Iteration 7Q: 3 clusters Score -316558.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -316692.875000 Penalty: 2628.583008
	Iteration 8Q: 3 clusters Score -316692.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -316828.937500 Penalty: 2628.583008
	Iteration 9Q: 3 clusters Score -316828.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -316950.250000 Penalty: 2628.583008
	Iteration 10Q: 3 clusters Score -316950.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -317054.875000 Penalty: 2628.583008
	Iteration 11Q: 3 clusters Score -317054.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -317136.437500 Penalty: 2628.583008
	Iteration 12Q: 3 clusters Score -317136.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -317207.281250 Penalty: 2628.583008
	Iteration 13Q: 3 clusters Score -317207.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -317265.562500 Penalty: 2628.583008
	Iteration 14Q: 3 clusters Score -317265.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -317326.531250 Penalty: 2628.583008
	Iteration 15Q: 3 clusters Score -317326.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -317356.125000 Penalty: 2628.583008
	Iteration 16Q: 3 clusters Score -317356.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -317371.281250 Penalty: 2628.583008
	Iteration 17Q: 3 clusters Score -317371.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -317384.281250 Penalty: 2628.583008
	Iteration 18Q: 3 clusters Score -317384.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -317396.906250 Penalty: 2628.583008
	Iteration 19Q: 3 clusters Score -317396.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -317410.187500 Penalty: 2628.583008
	Iteration 20F: 3 clusters Score -317410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -317423.218750 Penalty: 2628.583008
	Iteration 21Q: 3 clusters Score -317423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -317432.125000 Penalty: 2628.583008
	Iteration 22Q: 3 clusters Score -317432.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -317439.500000 Penalty: 2628.583008
	Iteration 23Q: 3 clusters Score -317439.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -317447.718750 Penalty: 2628.583008
	Iteration 24Q: 3 clusters Score -317447.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -317455.437500 Penalty: 2628.583008
	Iteration 25Q: 3 clusters Score -317455.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -317472.437500 Penalty: 2628.583008
	Iteration 26Q: 3 clusters Score -317472.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -317497.093750 Penalty: 2628.583008
	Iteration 27Q: 3 clusters Score -317497.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -317520.468750 Penalty: 2628.583008
	Iteration 28Q: 3 clusters Score -317520.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -317574.906250 Penalty: 2628.583008
	Iteration 29Q: 3 clusters Score -317574.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -317625.968750 Penalty: 2628.583008
	Iteration 30Q: 3 clusters Score -317626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -317689.750000 Penalty: 2628.583008
	Iteration 31Q: 3 clusters Score -317689.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -317772.250000 Penalty: 2628.583008
	Iteration 32Q: 3 clusters Score -317772.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -317850.093750 Penalty: 2628.583008
	Iteration 33Q: 3 clusters Score -317850.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -317908.687500 Penalty: 2628.583008
	Iteration 34Q: 3 clusters Score -317908.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -317951.437500 Penalty: 2628.583008
	Iteration 35Q: 3 clusters Score -317951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -317965.593750 Penalty: 2628.583008
	Iteration 36Q: 3 clusters Score -317965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -317974.250000 Penalty: 2628.583008
	Iteration 37Q: 3 clusters Score -317974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -317980.343750 Penalty: 2628.583008
	Iteration 38Q: 3 clusters Score -317980.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -317987.031250 Penalty: 2628.583008
	Iteration 39Q: 3 clusters Score -317987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -317993.875000 Penalty: 2628.583008
	Iteration 40F: 3 clusters Score -317993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317997.562500 Penalty: 2628.583008
	Iteration 41Q: 3 clusters Score -317997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317999.343750 Penalty: 2628.583008
	Iteration 42Q: 3 clusters Score -317999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -318000.500000 Penalty: 2628.583008
	Iteration 43Q: 3 clusters Score -318000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -318000.500000 Penalty: 2628.583008
	Iteration 44F: 3 clusters Score -318000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1422 members 
Entering Unmasked Estep 
Score: -54942316.000000 Penalty: 81699.078125
Splitting cluster 10 changes total score from -54942236.000000 to -54942316.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 11 (62834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Entering Unmasked Estep 
Score: -6447864.500000 Penalty: 1795.340820
	Iteration 0F: 2 clusters Score -6447864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -6405732.500000 Penalty: 3590.681641
	Iteration 0F: 3 clusters Score -6405732 nChanged 29817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -6422348.500000 Penalty: 3590.681641
	Iteration 1F: 3 clusters Score -6422348 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -6422812.000000 Penalty: 3590.681641
	Iteration 2Q: 3 clusters Score -6422812 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -6423259.500000 Penalty: 3590.681641
	Iteration 3Q: 3 clusters Score -6423260 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -6423787.500000 Penalty: 3590.681641
	Iteration 4Q: 3 clusters Score -6423788 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6424554.000000 Penalty: 3590.681641
	Iteration 5Q: 3 clusters Score -6424554 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -6425543.500000 Penalty: 3590.681641
	Iteration 6Q: 3 clusters Score -6425544 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -6426839.000000 Penalty: 3590.681641
	Iteration 7Q: 3 clusters Score -6426839 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6428224.000000 Penalty: 3590.681641
	Iteration 8F: 3 clusters Score -6428224 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -6429670.500000 Penalty: 3590.681641
	Iteration 9F: 3 clusters Score -6429670 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -6431069.500000 Penalty: 3590.681641
	Iteration 10Q: 3 clusters Score -6431070 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6432491.000000 Penalty: 3590.681641
	Iteration 11Q: 3 clusters Score -6432491 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -6434159.500000 Penalty: 3590.681641
	Iteration 12Q: 3 clusters Score -6434160 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6436407.500000 Penalty: 3590.681641
	Iteration 13Q: 3 clusters Score -6436408 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -6438623.500000 Penalty: 3590.681641
	Iteration 14Q: 3 clusters Score -6438624 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6440369.000000 Penalty: 3590.681641
	Iteration 15Q: 3 clusters Score -6440369 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -6441459.000000 Penalty: 3590.681641
	Iteration 16Q: 3 clusters Score -6441459 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -6442271.000000 Penalty: 3590.681641
	Iteration 17Q: 3 clusters Score -6442271 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6442880.000000 Penalty: 3590.681641
	Iteration 18Q: 3 clusters Score -6442880 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -6443418.500000 Penalty: 3590.681641
	Iteration 19Q: 3 clusters Score -6443418 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -6443907.000000 Penalty: 3590.681641
	Iteration 20F: 3 clusters Score -6443907 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -6444296.500000 Penalty: 3590.681641
	Iteration 21Q: 3 clusters Score -6444296 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6444634.500000 Penalty: 3590.681641
	Iteration 22Q: 3 clusters Score -6444634 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -6444893.500000 Penalty: 3590.681641
	Iteration 23Q: 3 clusters Score -6444894 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -6445085.500000 Penalty: 3590.681641
	Iteration 24Q: 3 clusters Score -6445086 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -6445232.500000 Penalty: 3590.681641
	Iteration 25Q: 3 clusters Score -6445232 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -6445338.000000 Penalty: 3590.681641
	Iteration 26Q: 3 clusters Score -6445338 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -6445419.000000 Penalty: 3590.681641
	Iteration 27Q: 3 clusters Score -6445419 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -6445491.500000 Penalty: 3590.681641
	Iteration 28Q: 3 clusters Score -6445492 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -6445554.500000 Penalty: 3590.681641
	Iteration 29Q: 3 clusters Score -6445554 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -6445597.000000 Penalty: 3590.681641
	Iteration 30Q: 3 clusters Score -6445597 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -6445614.500000 Penalty: 3590.681641
	Iteration 31Q: 3 clusters Score -6445614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -6445645.500000 Penalty: 3590.681641
	Iteration 32Q: 3 clusters Score -6445646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -6445680.000000 Penalty: 3590.681641
	Iteration 33Q: 3 clusters Score -6445680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -6445686.000000 Penalty: 3590.681641
	Iteration 34Q: 3 clusters Score -6445686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -6445703.500000 Penalty: 3590.681641
	Iteration 35Q: 3 clusters Score -6445704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -6445699.500000 Penalty: 3590.681641
	Iteration 36Q: 3 clusters Score -6445700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -6445702.000000 Penalty: 3590.681641
	Iteration 37Q: 3 clusters Score -6445702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -6445697.000000 Penalty: 3590.681641
	Iteration 38Q: 3 clusters Score -6445697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -6445698.500000 Penalty: 3590.681641
	Iteration 39Q: 3 clusters Score -6445698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -6445699.000000 Penalty: 3590.681641
	Iteration 40F: 3 clusters Score -6445699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -6445707.000000 Penalty: 3590.681641
	Iteration 41Q: 3 clusters Score -6445707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -6445704.000000 Penalty: 3590.681641
	Iteration 42Q: 3 clusters Score -6445704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -6445702.000000 Penalty: 3590.681641
	Iteration 43Q: 3 clusters Score -6445702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -6445700.000000 Penalty: 3590.681641
	Iteration 44Q: 3 clusters Score -6445700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -6445702.500000 Penalty: 3590.681641
	Iteration 45Q: 3 clusters Score -6445702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -6445710.000000 Penalty: 3590.681641
	Iteration 46Q: 3 clusters Score -6445710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -6445704.500000 Penalty: 3590.681641
	Iteration 47Q: 3 clusters Score -6445704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -6445701.500000 Penalty: 3590.681641
	Iteration 48Q: 3 clusters Score -6445702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -6445697.000000 Penalty: 3590.681641
	Iteration 49Q: 3 clusters Score -6445697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -6445699.500000 Penalty: 3590.681641
	Iteration 50Q: 3 clusters Score -6445700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -6445710.500000 Penalty: 3590.681641
	Iteration 51Q: 3 clusters Score -6445710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -6445705.000000 Penalty: 3590.681641
	Iteration 52Q: 3 clusters Score -6445705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -6445702.000000 Penalty: 3590.681641
	Iteration 53Q: 3 clusters Score -6445702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -6445705.500000 Penalty: 3590.681641
	Iteration 54Q: 3 clusters Score -6445706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6445706.000000 Penalty: 3590.681641
	Iteration 55Q: 3 clusters Score -6445706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -6445705.000000 Penalty: 3590.681641
	Iteration 56Q: 3 clusters Score -6445705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -6445696.000000 Penalty: 3590.681641
	Iteration 57Q: 3 clusters Score -6445696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -6445699.500000 Penalty: 3590.681641
	Iteration 58Q: 3 clusters Score -6445700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -6445704.000000 Penalty: 3590.681641
	Iteration 59Q: 3 clusters Score -6445704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -6445707.000000 Penalty: 3590.681641
	Iteration 60F: 3 clusters Score -6445707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -6445707.000000 Penalty: 3590.681641
	Iteration 61Q: 3 clusters Score -6445707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -6445708.000000 Penalty: 3590.681641
	Iteration 62Q: 3 clusters Score -6445708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -6445707.000000 Penalty: 3590.681641
	Iteration 63Q: 3 clusters Score -6445707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6445708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6445715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6445723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6445720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -6445713.500000 Penalty: 3590.681641
	Iteration 68Q: 3 clusters Score -6445714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6445716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -6445721.500000 Penalty: 3590.681641
	Iteration 70Q: 3 clusters Score -6445722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6445720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6445721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6445718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6445736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -6445731.500000 Penalty: 3590.681641
	Iteration 75Q: 3 clusters Score -6445732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6445733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -6445726.000000 Penalty: 3590.681641
	Iteration 77Q: 3 clusters Score -6445726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6445731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -6445729.000000 Penalty: 3590.681641
	Iteration 79Q: 3 clusters Score -6445729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6445731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6445738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6445738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -6445745.500000 Penalty: 3590.681641
	Iteration 83Q: 3 clusters Score -6445746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6445744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6445750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -6445743.500000 Penalty: 3590.681641
	Iteration 86Q: 3 clusters Score -6445744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -6445753.500000 Penalty: 3590.681641
	Iteration 87Q: 3 clusters Score -6445754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6445758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6445766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6445769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6445780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6445781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6445788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6445801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6445796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6445798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6445806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6445818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6445818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6445826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6445842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6445838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6445840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6445840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6445844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6445856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6445876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6445888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6445882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6445887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6445888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6445894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6445896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6445896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6445890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6445898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6445914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6445910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6445900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6445909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6445912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -6445916.500000 Penalty: 3590.681641
	Iteration 122Q: 3 clusters Score -6445916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6445905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6445902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6445906 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6445916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6445918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6445916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -6445920.500000 Penalty: 3590.681641
	Iteration 129Q: 3 clusters Score -6445920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6445926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6445926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6445924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6445921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6445918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6445924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6445920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6445926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6445933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6445942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6445942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6445947 nChanged 5
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Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6445942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6445942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6445950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6445944 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6445948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6445950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6445944 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -6445958.000000 Penalty: 3590.681641
	Iteration 149Q: 3 clusters Score -6445958 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6445966 nChanged 11
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6445972 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6445965 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6445974 nChanged 16
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Mstep: Class 1 contains 2910 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6445972 nChanged 20
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Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6445967 nChanged 17
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 59987 members 
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	Iteration 158Q: 3 clusters Score -6445983 nChanged 16
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Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 60001 members 
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	Iteration 159Q: 3 clusters Score -6445991 nChanged 13
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Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6445990 nChanged 16
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Mstep: Class 2 contains 60024 members 
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	Iteration 161Q: 3 clusters Score -6445997 nChanged 17
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Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 60037 members 
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	Iteration 162Q: 3 clusters Score -6445994 nChanged 17
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Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 60052 members 
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	Iteration 163Q: 3 clusters Score -6445999 nChanged 11
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Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 60063 members 
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	Iteration 164Q: 3 clusters Score -6445995 nChanged 10
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Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 60080 members 
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	Iteration 166Q: 3 clusters Score -6446008 nChanged 5
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Mstep: Class 1 contains 2751 members 
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	Iteration 167Q: 3 clusters Score -6446010 nChanged 5
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 60088 members 
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	Iteration 168Q: 3 clusters Score -6446010 nChanged 4
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Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 60092 members 
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	Iteration 169Q: 3 clusters Score -6446012 nChanged 5
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Mstep: Class 1 contains 2737 members 
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	Iteration 170Q: 3 clusters Score -6446014 nChanged 7
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Mstep: Class 1 contains 2730 members 
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	Iteration 171Q: 3 clusters Score -6446016 nChanged 6
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Mstep: Class 1 contains 2724 members 
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	Iteration 172Q: 3 clusters Score -6446012 nChanged 8
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Mstep: Class 2 contains 60118 members 
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	Iteration 173Q: 3 clusters Score -6446011 nChanged 5
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Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6446018 nChanged 5
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6446021 nChanged 13
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Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 60141 members 
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	Iteration 176Q: 3 clusters Score -6446026 nChanged 14
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Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 60155 members 
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	Iteration 177Q: 3 clusters Score -6446018 nChanged 17
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 60170 members 
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	Iteration 178Q: 3 clusters Score -6446022 nChanged 17
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Mstep: Class 1 contains 2647 members 
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	Iteration 179Q: 3 clusters Score -6446018 nChanged 15
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Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 60200 members 
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	Iteration 180F: 3 clusters Score -6446022 nChanged 12
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Mstep: Class 1 contains 2622 members 
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	Iteration 181Q: 3 clusters Score -6446032 nChanged 16
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Mstep: Class 1 contains 2606 members 
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	Iteration 182Q: 3 clusters Score -6446035 nChanged 28
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Mstep: Class 1 contains 2582 members 
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	Iteration 183Q: 3 clusters Score -6446038 nChanged 30
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Mstep: Class 1 contains 2500 members 
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Mstep: Class 1 contains 2480 members 
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	Iteration 191Q: 3 clusters Score -6446066 nChanged 28
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Mstep: Class 1 contains 2376 members 
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	Iteration 193Q: 3 clusters Score -6446079 nChanged 31
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Mstep: Class 1 contains 2267 members 
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	Iteration 196Q: 3 clusters Score -6446099 nChanged 30
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Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 60637 members 
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	Iteration 197Q: 3 clusters Score -6446096 nChanged 31
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Mstep: Class 1 contains 2174 members 
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Mstep: Class 1 contains 2145 members 
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	Iteration 199Q: 3 clusters Score -6446110 nChanged 30
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Mstep: Class 1 contains 2121 members 
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	Iteration 200F: 3 clusters Score -6446120 nChanged 35
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Mstep: Class 1 contains 2088 members 
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	Iteration 201Q: 3 clusters Score -6446132 nChanged 30
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Mstep: Class 1 contains 2062 members 
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	Iteration 202Q: 3 clusters Score -6446131 nChanged 26
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	Iteration 203Q: 3 clusters Score -6446143 nChanged 25
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Mstep: Class 1 contains 2013 members 
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	Iteration 204Q: 3 clusters Score -6446146 nChanged 23
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Mstep: Class 1 contains 1990 members 
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	Iteration 205Q: 3 clusters Score -6446148 nChanged 15
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	Iteration 206Q: 3 clusters Score -6446146 nChanged 19
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Mstep: Class 1 contains 1960 members 
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	Iteration 207Q: 3 clusters Score -6446152 nChanged 22
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Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 60896 members 
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	Iteration 208Q: 3 clusters Score -6446150 nChanged 21
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Mstep: Class 1 contains 1917 members 
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	Iteration 209Q: 3 clusters Score -6446152 nChanged 20
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Mstep: Class 1 contains 1899 members 
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	Iteration 210Q: 3 clusters Score -6446150 nChanged 19
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Mstep: Class 1 contains 1884 members 
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	Iteration 211Q: 3 clusters Score -6446157 nChanged 19
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Mstep: Class 1 contains 1865 members 
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	Iteration 212Q: 3 clusters Score -6446164 nChanged 11
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Mstep: Class 1 contains 1858 members 
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	Iteration 213Q: 3 clusters Score -6446166 nChanged 12
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Mstep: Class 1 contains 1846 members 
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	Iteration 214Q: 3 clusters Score -6446165 nChanged 11
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Mstep: Class 1 contains 1835 members 
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	Iteration 215Q: 3 clusters Score -6446165 nChanged 9
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Mstep: Class 1 contains 1826 members 
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	Iteration 216Q: 3 clusters Score -6446172 nChanged 11
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Mstep: Class 1 contains 1815 members 
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	Iteration 217Q: 3 clusters Score -6446168 nChanged 12
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Mstep: Class 1 contains 1807 members 
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	Iteration 218Q: 3 clusters Score -6446166 nChanged 10
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Mstep: Class 1 contains 1797 members 
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	Iteration 219Q: 3 clusters Score -6446162 nChanged 13
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Mstep: Class 1 contains 1786 members 
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	Iteration 220F: 3 clusters Score -6446170 nChanged 8
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Mstep: Class 1 contains 1778 members 
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	Iteration 221Q: 3 clusters Score -6446180 nChanged 6
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Mstep: Class 1 contains 1772 members 
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	Iteration 222Q: 3 clusters Score -6446174 nChanged 8
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	Iteration 223Q: 3 clusters Score -6446177 nChanged 5
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	Iteration 224Q: 3 clusters Score -6446182 nChanged 8
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Mstep: Class 1 contains 1753 members 
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	Iteration 225Q: 3 clusters Score -6446185 nChanged 10
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Mstep: Class 1 contains 1743 members 
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	Iteration 226Q: 3 clusters Score -6446186 nChanged 13
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Mstep: Class 1 contains 1730 members 
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	Iteration 227Q: 3 clusters Score -6446194 nChanged 11
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	Iteration 228Q: 3 clusters Score -6446191 nChanged 11
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	Iteration 229Q: 3 clusters Score -6446194 nChanged 17
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	Iteration 230Q: 3 clusters Score -6446198 nChanged 10
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	Iteration 231Q: 3 clusters Score -6446200 nChanged 10
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	Iteration 232Q: 3 clusters Score -6446198 nChanged 8
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	Iteration 233Q: 3 clusters Score -6446202 nChanged 5
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	Iteration 234Q: 3 clusters Score -6446202 nChanged 5
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	Iteration 235Q: 3 clusters Score -6446200 nChanged 3
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	Iteration 236Q: 3 clusters Score -6446202 nChanged 2
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	Iteration 237Q: 3 clusters Score -6446202 nChanged 2
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	Iteration 238Q: 3 clusters Score -6446208 nChanged 2
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	Iteration 239Q: 3 clusters Score -6446209 nChanged 6
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	Iteration 240F: 3 clusters Score -6446207 nChanged 2
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	Iteration 241Q: 3 clusters Score -6446210 nChanged 2
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Mstep: Class 1 contains 1638 members 
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	Iteration 242Q: 3 clusters Score -6446212 nChanged 5
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Mstep: Class 1 contains 1633 members 
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	Iteration 243Q: 3 clusters Score -6446208 nChanged 4
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Mstep: Class 1 contains 1629 members 
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	Iteration 244Q: 3 clusters Score -6446214 nChanged 2
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Mstep: Class 1 contains 1627 members 
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	Iteration 245Q: 3 clusters Score -6446216 nChanged 4
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Mstep: Class 1 contains 1623 members 
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	Iteration 246Q: 3 clusters Score -6446210 nChanged 4
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Mstep: Class 1 contains 1619 members 
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	Iteration 247Q: 3 clusters Score -6446218 nChanged 3
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	Iteration 248Q: 3 clusters Score -6446216 nChanged 4
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	Iteration 249Q: 3 clusters Score -6446211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -6446210.500000 Penalty: 3590.681641
	Iteration 250Q: 3 clusters Score -6446210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -6446217.000000 Penalty: 3590.681641
	Iteration 251Q: 3 clusters Score -6446217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -6446212.000000 Penalty: 3590.681641
	Iteration 252Q: 3 clusters Score -6446212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -6446217.500000 Penalty: 3590.681641
	Iteration 253Q: 3 clusters Score -6446218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -6446225.000000 Penalty: 3590.681641
	Iteration 254Q: 3 clusters Score -6446225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -6446226.500000 Penalty: 3590.681641
	Iteration 255Q: 3 clusters Score -6446226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -6446226.500000 Penalty: 3590.681641
	Iteration 256Q: 3 clusters Score -6446226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -6446229.000000 Penalty: 3590.681641
	Iteration 257Q: 3 clusters Score -6446229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -6446228.000000 Penalty: 3590.681641
	Iteration 258Q: 3 clusters Score -6446228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -6446228.000000 Penalty: 3590.681641
	Iteration 259Q: 3 clusters Score -6446228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -6446228.000000 Penalty: 3590.681641
	Iteration 260F: 3 clusters Score -6446228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -6446226.000000 Penalty: 3590.681641
	Iteration 261Q: 3 clusters Score -6446226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -6446226.500000 Penalty: 3590.681641
	Iteration 262Q: 3 clusters Score -6446226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -6446224.500000 Penalty: 3590.681641
	Iteration 263Q: 3 clusters Score -6446224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -6446229.500000 Penalty: 3590.681641
	Iteration 264Q: 3 clusters Score -6446230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -6446232.000000 Penalty: 3590.681641
	Iteration 265Q: 3 clusters Score -6446232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -6446232.000000 Penalty: 3590.681641
	Iteration 266Q: 3 clusters Score -6446232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -6446228.000000 Penalty: 3590.681641
	Iteration 267Q: 3 clusters Score -6446228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -6446234.000000 Penalty: 3590.681641
	Iteration 268Q: 3 clusters Score -6446234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -6446232.500000 Penalty: 3590.681641
	Iteration 269Q: 3 clusters Score -6446232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -6446236.500000 Penalty: 3590.681641
	Iteration 270Q: 3 clusters Score -6446236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -6446243.000000 Penalty: 3590.681641
	Iteration 271Q: 3 clusters Score -6446243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -6446243.000000 Penalty: 3590.681641
	Iteration 272Q: 3 clusters Score -6446243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -6446247.000000 Penalty: 3590.681641
	Iteration 273Q: 3 clusters Score -6446247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -6446249.000000 Penalty: 3590.681641
	Iteration 274Q: 3 clusters Score -6446249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -6446255.500000 Penalty: 3590.681641
	Iteration 275Q: 3 clusters Score -6446256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -6446257.000000 Penalty: 3590.681641
	Iteration 276Q: 3 clusters Score -6446257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -6446261.500000 Penalty: 3590.681641
	Iteration 277Q: 3 clusters Score -6446262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -6446258.500000 Penalty: 3590.681641
	Iteration 278Q: 3 clusters Score -6446258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -6446259.000000 Penalty: 3590.681641
	Iteration 279Q: 3 clusters Score -6446259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -6446260.000000 Penalty: 3590.681641
	Iteration 280F: 3 clusters Score -6446260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -6446262.500000 Penalty: 3590.681641
	Iteration 281Q: 3 clusters Score -6446262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -6446260.000000 Penalty: 3590.681641
	Iteration 282Q: 3 clusters Score -6446260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -6446263.000000 Penalty: 3590.681641
	Iteration 283Q: 3 clusters Score -6446263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -6446273.000000 Penalty: 3590.681641
	Iteration 284Q: 3 clusters Score -6446273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -6446279.500000 Penalty: 3590.681641
	Iteration 285Q: 3 clusters Score -6446280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -6446287.500000 Penalty: 3590.681641
	Iteration 286Q: 3 clusters Score -6446288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -6446284.000000 Penalty: 3590.681641
	Iteration 287Q: 3 clusters Score -6446284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -6446285.000000 Penalty: 3590.681641
	Iteration 288Q: 3 clusters Score -6446285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -6446282.000000 Penalty: 3590.681641
	Iteration 289Q: 3 clusters Score -6446282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -6446288.000000 Penalty: 3590.681641
	Iteration 290Q: 3 clusters Score -6446288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -6446287.000000 Penalty: 3590.681641
	Iteration 291Q: 3 clusters Score -6446287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -6446286.500000 Penalty: 3590.681641
	Iteration 292Q: 3 clusters Score -6446286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -6446291.000000 Penalty: 3590.681641
	Iteration 293Q: 3 clusters Score -6446291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -6446297.500000 Penalty: 3590.681641
	Iteration 294Q: 3 clusters Score -6446298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -6446298.000000 Penalty: 3590.681641
	Iteration 295Q: 3 clusters Score -6446298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -6446300.500000 Penalty: 3590.681641
	Iteration 296Q: 3 clusters Score -6446300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -6446297.000000 Penalty: 3590.681641
	Iteration 297Q: 3 clusters Score -6446297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -6446305.500000 Penalty: 3590.681641
	Iteration 298Q: 3 clusters Score -6446306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -6446312.000000 Penalty: 3590.681641
	Iteration 299Q: 3 clusters Score -6446312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -6446316.500000 Penalty: 3590.681641
	Iteration 300F: 3 clusters Score -6446316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -6446317.000000 Penalty: 3590.681641
	Iteration 301Q: 3 clusters Score -6446317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -6446310.500000 Penalty: 3590.681641
	Iteration 302Q: 3 clusters Score -6446310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -6446315.000000 Penalty: 3590.681641
	Iteration 303Q: 3 clusters Score -6446315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -6446318.500000 Penalty: 3590.681641
	Iteration 304Q: 3 clusters Score -6446318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -6446315.000000 Penalty: 3590.681641
	Iteration 305Q: 3 clusters Score -6446315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -6446314.000000 Penalty: 3590.681641
	Iteration 306Q: 3 clusters Score -6446314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -6446317.500000 Penalty: 3590.681641
	Iteration 307Q: 3 clusters Score -6446318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -6446313.000000 Penalty: 3590.681641
	Iteration 308Q: 3 clusters Score -6446313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -6446311.500000 Penalty: 3590.681641
	Iteration 309Q: 3 clusters Score -6446312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -6446308.000000 Penalty: 3590.681641
	Iteration 310Q: 3 clusters Score -6446308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -6446310.500000 Penalty: 3590.681641
	Iteration 311Q: 3 clusters Score -6446310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -6446309.500000 Penalty: 3590.681641
	Iteration 312Q: 3 clusters Score -6446310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -6446309.500000 Penalty: 3590.681641
	Iteration 313Q: 3 clusters Score -6446310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -6446313.500000 Penalty: 3590.681641
	Iteration 314Q: 3 clusters Score -6446314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -6446311.500000 Penalty: 3590.681641
	Iteration 315Q: 3 clusters Score -6446312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -6446311.000000 Penalty: 3590.681641
	Iteration 316Q: 3 clusters Score -6446311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -6446313.500000 Penalty: 3590.681641
	Iteration 317Q: 3 clusters Score -6446314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -6446310.000000 Penalty: 3590.681641
	Iteration 318Q: 3 clusters Score -6446310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -6446314.000000 Penalty: 3590.681641
	Iteration 319Q: 3 clusters Score -6446314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -6446312.500000 Penalty: 3590.681641
	Iteration 320F: 3 clusters Score -6446312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -6446313.000000 Penalty: 3590.681641
	Iteration 321Q: 3 clusters Score -6446313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -6446311.000000 Penalty: 3590.681641
	Iteration 322Q: 3 clusters Score -6446311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -6446311.000000 Penalty: 3590.681641
	Iteration 323F: 3 clusters Score -6446311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Entering Unmasked Estep 
Score: -3084324.750000 Penalty: 1677.544189
	Iteration 0F: 2 clusters Score -3084325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3063821.750000 Penalty: 3355.088379
	Iteration 0F: 3 clusters Score -3063822 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3071553.500000 Penalty: 3355.088379
	Iteration 1F: 3 clusters Score -3071554 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3072078.500000 Penalty: 3355.088379
	Iteration 2Q: 3 clusters Score -3072078 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3072667.250000 Penalty: 3355.088379
	Iteration 3Q: 3 clusters Score -3072667 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3073237.250000 Penalty: 3355.088379
	Iteration 4Q: 3 clusters Score -3073237 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3073735.500000 Penalty: 3355.088379
	Iteration 5Q: 3 clusters Score -3073736 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3074184.000000 Penalty: 3355.088379
	Iteration 6Q: 3 clusters Score -3074184 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3074630.500000 Penalty: 3355.088379
	Iteration 7Q: 3 clusters Score -3074630 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3075179.500000 Penalty: 3355.088379
	Iteration 8Q: 3 clusters Score -3075180 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3075853.000000 Penalty: 3355.088379
	Iteration 9Q: 3 clusters Score -3075853 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3076691.250000 Penalty: 3355.088379
	Iteration 10Q: 3 clusters Score -3076691 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3077745.000000 Penalty: 3355.088379
	Iteration 11Q: 3 clusters Score -3077745 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3078703.250000 Penalty: 3355.088379
	Iteration 12Q: 3 clusters Score -3078703 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3079496.000000 Penalty: 3355.088379
	Iteration 13Q: 3 clusters Score -3079496 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3080078.750000 Penalty: 3355.088379
	Iteration 14Q: 3 clusters Score -3080079 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3080541.750000 Penalty: 3355.088379
	Iteration 15Q: 3 clusters Score -3080542 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3080885.250000 Penalty: 3355.088379
	Iteration 16Q: 3 clusters Score -3080885 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3081188.500000 Penalty: 3355.088379
	Iteration 17Q: 3 clusters Score -3081188 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3081425.750000 Penalty: 3355.088379
	Iteration 18Q: 3 clusters Score -3081426 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3081682.250000 Penalty: 3355.088379
	Iteration 19Q: 3 clusters Score -3081682 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3081911.750000 Penalty: 3355.088379
	Iteration 20F: 3 clusters Score -3081912 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3082125.750000 Penalty: 3355.088379
	Iteration 21Q: 3 clusters Score -3082126 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3082331.500000 Penalty: 3355.088379
	Iteration 22Q: 3 clusters Score -3082332 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3082545.000000 Penalty: 3355.088379
	Iteration 23Q: 3 clusters Score -3082545 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3082766.500000 Penalty: 3355.088379
	Iteration 24Q: 3 clusters Score -3082766 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3082959.250000 Penalty: 3355.088379
	Iteration 25Q: 3 clusters Score -3082959 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3083148.250000 Penalty: 3355.088379
	Iteration 26Q: 3 clusters Score -3083148 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3083327.750000 Penalty: 3355.088379
	Iteration 27Q: 3 clusters Score -3083328 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3083447.750000 Penalty: 3355.088379
	Iteration 28Q: 3 clusters Score -3083448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3083565.250000 Penalty: 3355.088379
	Iteration 29Q: 3 clusters Score -3083565 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3083630.000000 Penalty: 3355.088379
	Iteration 30Q: 3 clusters Score -3083630 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3083671.250000 Penalty: 3355.088379
	Iteration 31Q: 3 clusters Score -3083671 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3083704.750000 Penalty: 3355.088379
	Iteration 32Q: 3 clusters Score -3083705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3083745.250000 Penalty: 3355.088379
	Iteration 33Q: 3 clusters Score -3083745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3083774.250000 Penalty: 3355.088379
	Iteration 34Q: 3 clusters Score -3083774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3083796.000000 Penalty: 3355.088379
	Iteration 35Q: 3 clusters Score -3083796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3083811.000000 Penalty: 3355.088379
	Iteration 36Q: 3 clusters Score -3083811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3083834.750000 Penalty: 3355.088379
	Iteration 37Q: 3 clusters Score -3083835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3083851.750000 Penalty: 3355.088379
	Iteration 38Q: 3 clusters Score -3083852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3083859.250000 Penalty: 3355.088379
	Iteration 39Q: 3 clusters Score -3083859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3083864.250000 Penalty: 3355.088379
	Iteration 40F: 3 clusters Score -3083864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3083870.500000 Penalty: 3355.088379
	Iteration 41Q: 3 clusters Score -3083870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3083881.750000 Penalty: 3355.088379
	Iteration 42Q: 3 clusters Score -3083882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3083884.500000 Penalty: 3355.088379
	Iteration 43Q: 3 clusters Score -3083884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3083884.500000 Penalty: 3355.088379
	Iteration 44Q: 3 clusters Score -3083884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3083893.750000 Penalty: 3355.088379
	Iteration 45Q: 3 clusters Score -3083894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3083897.250000 Penalty: 3355.088379
	Iteration 46Q: 3 clusters Score -3083897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3083902.250000 Penalty: 3355.088379
	Iteration 47Q: 3 clusters Score -3083902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3083904.750000 Penalty: 3355.088379
	Iteration 48Q: 3 clusters Score -3083905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3083910.500000 Penalty: 3355.088379
	Iteration 49Q: 3 clusters Score -3083910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3083910.750000 Penalty: 3355.088379
	Iteration 50Q: 3 clusters Score -3083911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3083910.250000 Penalty: 3355.088379
	Iteration 51Q: 3 clusters Score -3083910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3083912.500000 Penalty: 3355.088379
	Iteration 52Q: 3 clusters Score -3083912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3083914.250000 Penalty: 3355.088379
	Iteration 53Q: 3 clusters Score -3083914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3083920.000000 Penalty: 3355.088379
	Iteration 54Q: 3 clusters Score -3083920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3083921.500000 Penalty: 3355.088379
	Iteration 55Q: 3 clusters Score -3083922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3083921.750000 Penalty: 3355.088379
	Iteration 56Q: 3 clusters Score -3083922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3083924.500000 Penalty: 3355.088379
	Iteration 57Q: 3 clusters Score -3083924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3083930.500000 Penalty: 3355.088379
	Iteration 58Q: 3 clusters Score -3083930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3083932.000000 Penalty: 3355.088379
	Iteration 59Q: 3 clusters Score -3083932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3083932.500000 Penalty: 3355.088379
	Iteration 60F: 3 clusters Score -3083932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3083931.500000 Penalty: 3355.088379
	Iteration 61Q: 3 clusters Score -3083932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3083931.500000 Penalty: 3355.088379
	Iteration 62F: 3 clusters Score -3083932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -179754.687500 Penalty: 1214.834717
	Iteration 0F: 2 clusters Score -179754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177825.640625 Penalty: 2429.669434
	Iteration 0F: 3 clusters Score -177825.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -178202.390625 Penalty: 2429.669434
	Iteration 1F: 3 clusters Score -178202.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178287.796875 Penalty: 2429.669434
	Iteration 2F: 3 clusters Score -178287.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -178343.281250 Penalty: 2429.669434
	Iteration 3Q: 3 clusters Score -178343.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -178368.171875 Penalty: 2429.669434
	Iteration 4Q: 3 clusters Score -178368.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -178389.421875 Penalty: 2429.669434
	Iteration 5Q: 3 clusters Score -178389.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -178406.421875 Penalty: 2429.669434
	Iteration 6Q: 3 clusters Score -178406.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -178418.109375 Penalty: 2429.669434
	Iteration 7Q: 3 clusters Score -178418.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -178425.562500 Penalty: 2429.669434
	Iteration 8Q: 3 clusters Score -178425.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -178431.156250 Penalty: 2429.669434
	Iteration 9Q: 3 clusters Score -178431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178436.843750 Penalty: 2429.669434
	Iteration 10Q: 3 clusters Score -178436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -178441.859375 Penalty: 2429.669434
	Iteration 11Q: 3 clusters Score -178441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -178446.312500 Penalty: 2429.669434
	Iteration 12Q: 3 clusters Score -178446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -178449.687500 Penalty: 2429.669434
	Iteration 13Q: 3 clusters Score -178449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -178451.734375 Penalty: 2429.669434
	Iteration 14Q: 3 clusters Score -178451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -178452.640625 Penalty: 2429.669434
	Iteration 15Q: 3 clusters Score -178452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -178455.062500 Penalty: 2429.669434
	Iteration 16Q: 3 clusters Score -178455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -178456.328125 Penalty: 2429.669434
	Iteration 17Q: 3 clusters Score -178456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -178458.031250 Penalty: 2429.669434
	Iteration 18Q: 3 clusters Score -178458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -178459.125000 Penalty: 2429.669434
	Iteration 19Q: 3 clusters Score -178459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -178460.406250 Penalty: 2429.669434
	Iteration 20F: 3 clusters Score -178460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -178463.921875 Penalty: 2429.669434
	Iteration 21Q: 3 clusters Score -178463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -178468.875000 Penalty: 2429.669434
	Iteration 22Q: 3 clusters Score -178468.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178478.046875 Penalty: 2429.669434
	Iteration 23Q: 3 clusters Score -178478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -178484.718750 Penalty: 2429.669434
	Iteration 24Q: 3 clusters Score -178484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -178486.640625 Penalty: 2429.669434
	Iteration 25Q: 3 clusters Score -178486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -178488.515625 Penalty: 2429.669434
	Iteration 26Q: 3 clusters Score -178488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -178490.187500 Penalty: 2429.669434
	Iteration 27Q: 3 clusters Score -178490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -178496.093750 Penalty: 2429.669434
	Iteration 28Q: 3 clusters Score -178496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -178499.921875 Penalty: 2429.669434
	Iteration 29Q: 3 clusters Score -178499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -178503.968750 Penalty: 2429.669434
	Iteration 30Q: 3 clusters Score -178504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -178507.109375 Penalty: 2429.669434
	Iteration 31Q: 3 clusters Score -178507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -178508.921875 Penalty: 2429.669434
	Iteration 32Q: 3 clusters Score -178508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -178509.578125 Penalty: 2429.669434
	Iteration 33Q: 3 clusters Score -178509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -178510.546875 Penalty: 2429.669434
	Iteration 34Q: 3 clusters Score -178510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -178510.546875 Penalty: 2429.669434
	Iteration 35F: 3 clusters Score -178510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Entering Unmasked Estep 
Score: -11458036.000000 Penalty: 1888.070679
	Iteration 0F: 2 clusters Score -1.145804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -11384764.000000 Penalty: 3776.141357
	Iteration 0F: 3 clusters Score -1.138476e+07 nChanged 53251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -11415569.000000 Penalty: 3776.141357
	Iteration 1F: 3 clusters Score -1.141557e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -11416367.000000 Penalty: 3776.141357
	Iteration 2Q: 3 clusters Score -1.141637e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -11417261.000000 Penalty: 3776.141357
	Iteration 3Q: 3 clusters Score -1.141726e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -11418380.000000 Penalty: 3776.141357
	Iteration 4Q: 3 clusters Score -1.141838e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -11420162.000000 Penalty: 3776.141357
	Iteration 5Q: 3 clusters Score -1.142016e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -11422804.000000 Penalty: 3776.141357
	Iteration 6Q: 3 clusters Score -1.14228e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -11426775.000000 Penalty: 3776.141357
	Iteration 7F: 3 clusters Score -1.142678e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -11431965.000000 Penalty: 3776.141357
	Iteration 8F: 3 clusters Score -1.143196e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -11437715.000000 Penalty: 3776.141357
	Iteration 9F: 3 clusters Score -1.143772e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -11442960.000000 Penalty: 3776.141357
	Iteration 10F: 3 clusters Score -1.144296e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -11446906.000000 Penalty: 3776.141357
	Iteration 11Q: 3 clusters Score -1.144691e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -11449515.000000 Penalty: 3776.141357
	Iteration 12Q: 3 clusters Score -1.144952e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -11451418.000000 Penalty: 3776.141357
	Iteration 13Q: 3 clusters Score -1.145142e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -11452659.000000 Penalty: 3776.141357
	Iteration 14Q: 3 clusters Score -1.145266e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -11453652.000000 Penalty: 3776.141357
	Iteration 15Q: 3 clusters Score -1.145365e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -11454609.000000 Penalty: 3776.141357
	Iteration 16Q: 3 clusters Score -1.145461e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -11455349.000000 Penalty: 3776.141357
	Iteration 17Q: 3 clusters Score -1.145535e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -11455941.000000 Penalty: 3776.141357
	Iteration 18Q: 3 clusters Score -1.145594e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 104517 members 
Entering Unmasked Estep 
Score: -11456350.000000 Penalty: 3776.141357
	Iteration 19Q: 3 clusters Score -1.145635e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -11456648.000000 Penalty: 3776.141357
	Iteration 20F: 3 clusters Score -1.145665e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -11456769.000000 Penalty: 3776.141357
	Iteration 21Q: 3 clusters Score -1.145677e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -11456873.000000 Penalty: 3776.141357
	Iteration 22Q: 3 clusters Score -1.145687e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -11456932.000000 Penalty: 3776.141357
	Iteration 23Q: 3 clusters Score -1.145693e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -11456970.000000 Penalty: 3776.141357
	Iteration 24Q: 3 clusters Score -1.145697e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -11456985.000000 Penalty: 3776.141357
	Iteration 25Q: 3 clusters Score -1.145698e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -11457035.000000 Penalty: 3776.141357
	Iteration 26Q: 3 clusters Score -1.145704e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -11457035.000000 Penalty: 3776.141357
	Iteration 27Q: 3 clusters Score -1.145704e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -11457038.000000 Penalty: 3776.141357
	Iteration 28Q: 3 clusters Score -1.145704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -11457046.000000 Penalty: 3776.141357
	Iteration 29Q: 3 clusters Score -1.145705e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
Score: -11457067.000000 Penalty: 3776.141357
	Iteration 30Q: 3 clusters Score -1.145707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -11457064.000000 Penalty: 3776.141357
	Iteration 31Q: 3 clusters Score -1.145706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 105487 members 
Entering Unmasked Estep 
Score: -11457050.000000 Penalty: 3776.141357
	Iteration 32Q: 3 clusters Score -1.145705e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -11457078.000000 Penalty: 3776.141357
	Iteration 33Q: 3 clusters Score -1.145708e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -11457084.000000 Penalty: 3776.141357
	Iteration 34Q: 3 clusters Score -1.145708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -11457086.000000 Penalty: 3776.141357
	Iteration 35Q: 3 clusters Score -1.145709e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -11457095.000000 Penalty: 3776.141357
	Iteration 36Q: 3 clusters Score -1.14571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -11457097.000000 Penalty: 3776.141357
	Iteration 37Q: 3 clusters Score -1.14571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -11457100.000000 Penalty: 3776.141357
	Iteration 38Q: 3 clusters Score -1.14571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -11457101.000000 Penalty: 3776.141357
	Iteration 39Q: 3 clusters Score -1.14571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -11457102.000000 Penalty: 3776.141357
	Iteration 40F: 3 clusters Score -1.14571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 105568 members 
Entering Unmasked Estep 
Score: -11457089.000000 Penalty: 3776.141357
	Iteration 41Q: 3 clusters Score -1.145709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -11457095.000000 Penalty: 3776.141357
	Iteration 42Q: 3 clusters Score -1.14571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -11457104.000000 Penalty: 3776.141357
	Iteration 43Q: 3 clusters Score -1.14571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -11457099.000000 Penalty: 3776.141357
	Iteration 44Q: 3 clusters Score -1.14571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -11457103.000000 Penalty: 3776.141357
	Iteration 45Q: 3 clusters Score -1.14571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -11457092.000000 Penalty: 3776.141357
	Iteration 46Q: 3 clusters Score -1.145709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -11457094.000000 Penalty: 3776.141357
	Iteration 47Q: 3 clusters Score -1.145709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -11457091.000000 Penalty: 3776.141357
	Iteration 48Q: 3 clusters Score -1.145709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -11457094.000000 Penalty: 3776.141357
	Iteration 49Q: 3 clusters Score -1.145709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -11457094.000000 Penalty: 3776.141357
	Iteration 50F: 3 clusters Score -1.145709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Entering Unmasked Estep 
Score: -4191667.500000 Penalty: 1724.092041
	Iteration 0F: 2 clusters Score -4191668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4164747.250000 Penalty: 3448.184082
	Iteration 0F: 3 clusters Score -4164747 nChanged 18628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4175290.750000 Penalty: 3448.184082
	Iteration 1F: 3 clusters Score -4175291 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4175876.750000 Penalty: 3448.184082
	Iteration 2Q: 3 clusters Score -4175877 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4176597.250000 Penalty: 3448.184082
	Iteration 3Q: 3 clusters Score -4176597 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4177504.250000 Penalty: 3448.184082
	Iteration 4F: 3 clusters Score -4177504 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4178630.000000 Penalty: 3448.184082
	Iteration 5F: 3 clusters Score -4178630 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -4180098.500000 Penalty: 3448.184082
	Iteration 6F: 3 clusters Score -4180098 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4181933.500000 Penalty: 3448.184082
	Iteration 7F: 3 clusters Score -4181934 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4183857.000000 Penalty: 3448.184082
	Iteration 8F: 3 clusters Score -4183857 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4185807.750000 Penalty: 3448.184082
	Iteration 9F: 3 clusters Score -4185808 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4187175.500000 Penalty: 3448.184082
	Iteration 10Q: 3 clusters Score -4187176 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4188041.250000 Penalty: 3448.184082
	Iteration 11Q: 3 clusters Score -4188041 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4188591.500000 Penalty: 3448.184082
	Iteration 12Q: 3 clusters Score -4188592 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4188966.750000 Penalty: 3448.184082
	Iteration 13Q: 3 clusters Score -4188967 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4189222.250000 Penalty: 3448.184082
	Iteration 14Q: 3 clusters Score -4189222 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -4189455.250000 Penalty: 3448.184082
	Iteration 15Q: 3 clusters Score -4189455 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4189640.500000 Penalty: 3448.184082
	Iteration 16Q: 3 clusters Score -4189640 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -4189808.500000 Penalty: 3448.184082
	Iteration 17Q: 3 clusters Score -4189808 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -4189966.000000 Penalty: 3448.184082
	Iteration 18Q: 3 clusters Score -4189966 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4190101.750000 Penalty: 3448.184082
	Iteration 19Q: 3 clusters Score -4190102 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4190188.250000 Penalty: 3448.184082
	Iteration 20F: 3 clusters Score -4190188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4190267.250000 Penalty: 3448.184082
	Iteration 21Q: 3 clusters Score -4190267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -4190348.750000 Penalty: 3448.184082
	Iteration 22Q: 3 clusters Score -4190349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4190410.500000 Penalty: 3448.184082
	Iteration 23Q: 3 clusters Score -4190410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4190426.000000 Penalty: 3448.184082
	Iteration 24Q: 3 clusters Score -4190426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4190440.250000 Penalty: 3448.184082
	Iteration 25Q: 3 clusters Score -4190440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4190463.500000 Penalty: 3448.184082
	Iteration 26Q: 3 clusters Score -4190464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4190479.750000 Penalty: 3448.184082
	Iteration 27Q: 3 clusters Score -4190480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4190486.250000 Penalty: 3448.184082
	Iteration 28Q: 3 clusters Score -4190486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -4190492.250000 Penalty: 3448.184082
	Iteration 29Q: 3 clusters Score -4190492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4190495.000000 Penalty: 3448.184082
	Iteration 30Q: 3 clusters Score -4190495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4190500.500000 Penalty: 3448.184082
	Iteration 31Q: 3 clusters Score -4190500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4190498.500000 Penalty: 3448.184082
	Iteration 32Q: 3 clusters Score -4190498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4190500.250000 Penalty: 3448.184082
	Iteration 33Q: 3 clusters Score -4190500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -4190499.750000 Penalty: 3448.184082
	Iteration 34Q: 3 clusters Score -4190500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4190500.500000 Penalty: 3448.184082
	Iteration 35Q: 3 clusters Score -4190500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -4190503.000000 Penalty: 3448.184082
	Iteration 36Q: 3 clusters Score -4190503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -4190503.000000 Penalty: 3448.184082
	Iteration 37Q: 3 clusters Score -4190503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4190508.500000 Penalty: 3448.184082
	Iteration 38Q: 3 clusters Score -4190508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -4190508.750000 Penalty: 3448.184082
	Iteration 39Q: 3 clusters Score -4190509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4190509.750000 Penalty: 3448.184082
	Iteration 40F: 3 clusters Score -4190510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -4190516.750000 Penalty: 3448.184082
	Iteration 41Q: 3 clusters Score -4190517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -4190520.750000 Penalty: 3448.184082
	Iteration 42Q: 3 clusters Score -4190521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4190532.250000 Penalty: 3448.184082
	Iteration 43Q: 3 clusters Score -4190532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -4190543.000000 Penalty: 3448.184082
	Iteration 44Q: 3 clusters Score -4190543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4190547.250000 Penalty: 3448.184082
	Iteration 45Q: 3 clusters Score -4190547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4190558.250000 Penalty: 3448.184082
	Iteration 46Q: 3 clusters Score -4190558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4190570.250000 Penalty: 3448.184082
	Iteration 47Q: 3 clusters Score -4190570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4190583.750000 Penalty: 3448.184082
	Iteration 48Q: 3 clusters Score -4190584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4190594.250000 Penalty: 3448.184082
	Iteration 49Q: 3 clusters Score -4190594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4190600.500000 Penalty: 3448.184082
	Iteration 50Q: 3 clusters Score -4190600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -4190606.750000 Penalty: 3448.184082
	Iteration 51Q: 3 clusters Score -4190607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4190624.500000 Penalty: 3448.184082
	Iteration 52Q: 3 clusters Score -4190624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4190642.000000 Penalty: 3448.184082
	Iteration 53Q: 3 clusters Score -4190642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4190662.250000 Penalty: 3448.184082
	Iteration 54Q: 3 clusters Score -4190662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4190683.500000 Penalty: 3448.184082
	Iteration 55Q: 3 clusters Score -4190684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -4190701.500000 Penalty: 3448.184082
	Iteration 56Q: 3 clusters Score -4190702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4190707.250000 Penalty: 3448.184082
	Iteration 57Q: 3 clusters Score -4190707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -4190714.500000 Penalty: 3448.184082
	Iteration 58Q: 3 clusters Score -4190714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -4190723.250000 Penalty: 3448.184082
	Iteration 59Q: 3 clusters Score -4190723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -4190731.750000 Penalty: 3448.184082
	Iteration 60F: 3 clusters Score -4190732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -4190731.250000 Penalty: 3448.184082
	Iteration 61Q: 3 clusters Score -4190731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -4190741.750000 Penalty: 3448.184082
	Iteration 62Q: 3 clusters Score -4190742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4190744.000000 Penalty: 3448.184082
	Iteration 63Q: 3 clusters Score -4190744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4190743.500000 Penalty: 3448.184082
	Iteration 64Q: 3 clusters Score -4190744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -4190744.000000 Penalty: 3448.184082
	Iteration 65Q: 3 clusters Score -4190744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4190744.750000 Penalty: 3448.184082
	Iteration 66Q: 3 clusters Score -4190745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4190746.250000 Penalty: 3448.184082
	Iteration 67Q: 3 clusters Score -4190746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4190746.250000 Penalty: 3448.184082
	Iteration 68F: 3 clusters Score -4190746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -280859.000000 Penalty: 1291.555176
	Iteration 0F: 2 clusters Score -280859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -278212.812500 Penalty: 2583.110352
	Iteration 0F: 3 clusters Score -278212.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -278801.937500 Penalty: 2583.110352
	Iteration 1F: 3 clusters Score -278801.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -278932.468750 Penalty: 2583.110352
	Iteration 2F: 3 clusters Score -278932.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -279011.906250 Penalty: 2583.110352
	Iteration 3Q: 3 clusters Score -279011.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -279063.781250 Penalty: 2583.110352
	Iteration 4Q: 3 clusters Score -279063.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -279109.250000 Penalty: 2583.110352
	Iteration 5Q: 3 clusters Score -279109.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -279149.687500 Penalty: 2583.110352
	Iteration 6Q: 3 clusters Score -279149.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -279195.406250 Penalty: 2583.110352
	Iteration 7Q: 3 clusters Score -279195.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -279239.437500 Penalty: 2583.110352
	Iteration 8Q: 3 clusters Score -279239.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -279274.843750 Penalty: 2583.110352
	Iteration 9Q: 3 clusters Score -279274.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279317.875000 Penalty: 2583.110352
	Iteration 10Q: 3 clusters Score -279317.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -279372.187500 Penalty: 2583.110352
	Iteration 11Q: 3 clusters Score -279372.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -279443.062500 Penalty: 2583.110352
	Iteration 12Q: 3 clusters Score -279443.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -279511.687500 Penalty: 2583.110352
	Iteration 13Q: 3 clusters Score -279511.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -279590.125000 Penalty: 2583.110352
	Iteration 14Q: 3 clusters Score -279590.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -279662.562500 Penalty: 2583.110352
	Iteration 15Q: 3 clusters Score -279662.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -279718.875000 Penalty: 2583.110352
	Iteration 16Q: 3 clusters Score -279718.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -279771.031250 Penalty: 2583.110352
	Iteration 17Q: 3 clusters Score -279771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -279842.656250 Penalty: 2583.110352
	Iteration 18Q: 3 clusters Score -279842.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -279919.937500 Penalty: 2583.110352
	Iteration 19Q: 3 clusters Score -279919.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -279999.031250 Penalty: 2583.110352
	Iteration 20F: 3 clusters Score -279999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280072.625000 Penalty: 2583.110352
	Iteration 21Q: 3 clusters Score -280072.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -280121.187500 Penalty: 2583.110352
	Iteration 22Q: 3 clusters Score -280121.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -280144.500000 Penalty: 2583.110352
	Iteration 23Q: 3 clusters Score -280144.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280157.125000 Penalty: 2583.110352
	Iteration 24Q: 3 clusters Score -280157.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280165.937500 Penalty: 2583.110352
	Iteration 25Q: 3 clusters Score -280165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -280173.906250 Penalty: 2583.110352
	Iteration 26Q: 3 clusters Score -280173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -280184.343750 Penalty: 2583.110352
	Iteration 27Q: 3 clusters Score -280184.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -280192.843750 Penalty: 2583.110352
	Iteration 28Q: 3 clusters Score -280192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -280200.125000 Penalty: 2583.110352
	Iteration 29Q: 3 clusters Score -280200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280203.468750 Penalty: 2583.110352
	Iteration 30Q: 3 clusters Score -280203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280209.937500 Penalty: 2583.110352
	Iteration 31Q: 3 clusters Score -280209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280217.656250 Penalty: 2583.110352
	Iteration 32Q: 3 clusters Score -280217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -280220.625000 Penalty: 2583.110352
	Iteration 33Q: 3 clusters Score -280220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -280224.562500 Penalty: 2583.110352
	Iteration 34Q: 3 clusters Score -280224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280226.250000 Penalty: 2583.110352
	Iteration 35Q: 3 clusters Score -280226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280226.875000 Penalty: 2583.110352
	Iteration 36Q: 3 clusters Score -280226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -280227.250000 Penalty: 2583.110352
	Iteration 37Q: 3 clusters Score -280227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -280229.156250 Penalty: 2583.110352
	Iteration 38Q: 3 clusters Score -280229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -280230.968750 Penalty: 2583.110352
	Iteration 39Q: 3 clusters Score -280231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280233.000000 Penalty: 2583.110352
	Iteration 40F: 3 clusters Score -280233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -280234.406250 Penalty: 2583.110352
	Iteration 41Q: 3 clusters Score -280234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -280235.000000 Penalty: 2583.110352
	Iteration 42Q: 3 clusters Score -280235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -280235.968750 Penalty: 2583.110352
	Iteration 43Q: 3 clusters Score -280236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280236.656250 Penalty: 2583.110352
	Iteration 44Q: 3 clusters Score -280236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280237.468750 Penalty: 2583.110352
	Iteration 45Q: 3 clusters Score -280237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280237.468750 Penalty: 2583.110352
	Iteration 46F: 3 clusters Score -280237.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -429171.062500 Penalty: 1376.391479
	Iteration 0F: 2 clusters Score -429171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -425328.250000 Penalty: 2752.782959
	Iteration 0F: 3 clusters Score -425328.2 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -426550.781250 Penalty: 2752.782959
	Iteration 1F: 3 clusters Score -426550.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -426898.593750 Penalty: 2752.782959
	Iteration 2F: 3 clusters Score -426898.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -427218.031250 Penalty: 2752.782959
	Iteration 3F: 3 clusters Score -427218 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -427482.093750 Penalty: 2752.782959
	Iteration 4F: 3 clusters Score -427482.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -427691.687500 Penalty: 2752.782959
	Iteration 5F: 3 clusters Score -427691.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -427836.718750 Penalty: 2752.782959
	Iteration 6Q: 3 clusters Score -427836.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -427949.218750 Penalty: 2752.782959
	Iteration 7Q: 3 clusters Score -427949.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -428053.500000 Penalty: 2752.782959
	Iteration 8Q: 3 clusters Score -428053.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -428126.437500 Penalty: 2752.782959
	Iteration 9Q: 3 clusters Score -428126.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -428168.125000 Penalty: 2752.782959
	Iteration 10Q: 3 clusters Score -428168.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -428190.781250 Penalty: 2752.782959
	Iteration 11Q: 3 clusters Score -428190.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -428206.562500 Penalty: 2752.782959
	Iteration 12Q: 3 clusters Score -428206.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -428215.562500 Penalty: 2752.782959
	Iteration 13Q: 3 clusters Score -428215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -428224.281250 Penalty: 2752.782959
	Iteration 14Q: 3 clusters Score -428224.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -428227.718750 Penalty: 2752.782959
	Iteration 15Q: 3 clusters Score -428227.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -428233.250000 Penalty: 2752.782959
	Iteration 16Q: 3 clusters Score -428233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -428236.625000 Penalty: 2752.782959
	Iteration 17Q: 3 clusters Score -428236.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -428238.687500 Penalty: 2752.782959
	Iteration 18Q: 3 clusters Score -428238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -428242.531250 Penalty: 2752.782959
	Iteration 19Q: 3 clusters Score -428242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -428244.781250 Penalty: 2752.782959
	Iteration 20F: 3 clusters Score -428244.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -428246.531250 Penalty: 2752.782959
	Iteration 21Q: 3 clusters Score -428246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -428247.562500 Penalty: 2752.782959
	Iteration 22Q: 3 clusters Score -428247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -428251.312500 Penalty: 2752.782959
	Iteration 23Q: 3 clusters Score -428251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -428253.625000 Penalty: 2752.782959
	Iteration 24Q: 3 clusters Score -428253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -428255.750000 Penalty: 2752.782959
	Iteration 25Q: 3 clusters Score -428255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -428257.593750 Penalty: 2752.782959
	Iteration 26Q: 3 clusters Score -428257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -428260.343750 Penalty: 2752.782959
	Iteration 27Q: 3 clusters Score -428260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -428261.906250 Penalty: 2752.782959
	Iteration 28Q: 3 clusters Score -428261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -428264.031250 Penalty: 2752.782959
	Iteration 29Q: 3 clusters Score -428264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -428264.812500 Penalty: 2752.782959
	Iteration 30Q: 3 clusters Score -428264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -428264.812500 Penalty: 2752.782959
	Iteration 31F: 3 clusters Score -428264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Entering Unmasked Estep 
Score: -2642878.500000 Penalty: 1663.970215
	Iteration 0F: 2 clusters Score -2642878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2624005.000000 Penalty: 3327.940430
	Iteration 0F: 3 clusters Score -2624005 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2631738.500000 Penalty: 3327.940430
	Iteration 1F: 3 clusters Score -2631738 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2632624.250000 Penalty: 3327.940430
	Iteration 2F: 3 clusters Score -2632624 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2633746.000000 Penalty: 3327.940430
	Iteration 3F: 3 clusters Score -2633746 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2635116.000000 Penalty: 3327.940430
	Iteration 4F: 3 clusters Score -2635116 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2636471.750000 Penalty: 3327.940430
	Iteration 5F: 3 clusters Score -2636472 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2637717.250000 Penalty: 3327.940430
	Iteration 6F: 3 clusters Score -2637717 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2638926.000000 Penalty: 3327.940430
	Iteration 7F: 3 clusters Score -2638926 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2639946.500000 Penalty: 3327.940430
	Iteration 8Q: 3 clusters Score -2639946 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2640788.500000 Penalty: 3327.940430
	Iteration 9Q: 3 clusters Score -2640788 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2641396.500000 Penalty: 3327.940430
	Iteration 10Q: 3 clusters Score -2641396 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2641803.500000 Penalty: 3327.940430
	Iteration 11Q: 3 clusters Score -2641804 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2642030.500000 Penalty: 3327.940430
	Iteration 12Q: 3 clusters Score -2642030 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2642158.500000 Penalty: 3327.940430
	Iteration 13Q: 3 clusters Score -2642158 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2642233.750000 Penalty: 3327.940430
	Iteration 14Q: 3 clusters Score -2642234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2642283.250000 Penalty: 3327.940430
	Iteration 15Q: 3 clusters Score -2642283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2642305.250000 Penalty: 3327.940430
	Iteration 16Q: 3 clusters Score -2642305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2642316.250000 Penalty: 3327.940430
	Iteration 17Q: 3 clusters Score -2642316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2642323.000000 Penalty: 3327.940430
	Iteration 18Q: 3 clusters Score -2642323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2642333.000000 Penalty: 3327.940430
	Iteration 19Q: 3 clusters Score -2642333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2642345.750000 Penalty: 3327.940430
	Iteration 20F: 3 clusters Score -2642346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2642356.750000 Penalty: 3327.940430
	Iteration 21Q: 3 clusters Score -2642357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2642371.500000 Penalty: 3327.940430
	Iteration 22Q: 3 clusters Score -2642372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2642376.750000 Penalty: 3327.940430
	Iteration 23Q: 3 clusters Score -2642377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2642376.500000 Penalty: 3327.940430
	Iteration 24Q: 3 clusters Score -2642376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2642381.000000 Penalty: 3327.940430
	Iteration 25Q: 3 clusters Score -2642381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2642384.750000 Penalty: 3327.940430
	Iteration 26Q: 3 clusters Score -2642385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2642387.250000 Penalty: 3327.940430
	Iteration 27Q: 3 clusters Score -2642387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2642390.000000 Penalty: 3327.940430
	Iteration 28Q: 3 clusters Score -2642390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2642389.000000 Penalty: 3327.940430
	Iteration 29Q: 3 clusters Score -2642389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2642396.250000 Penalty: 3327.940430
	Iteration 30Q: 3 clusters Score -2642396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2642397.250000 Penalty: 3327.940430
	Iteration 31Q: 3 clusters Score -2642397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2642402.750000 Penalty: 3327.940430
	Iteration 32Q: 3 clusters Score -2642403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2642407.250000 Penalty: 3327.940430
	Iteration 33Q: 3 clusters Score -2642407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2642410.250000 Penalty: 3327.940430
	Iteration 34Q: 3 clusters Score -2642410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2642414.500000 Penalty: 3327.940430
	Iteration 35Q: 3 clusters Score -2642414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2642415.250000 Penalty: 3327.940430
	Iteration 36Q: 3 clusters Score -2642415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2642418.500000 Penalty: 3327.940430
	Iteration 37Q: 3 clusters Score -2642418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2642418.250000 Penalty: 3327.940430
	Iteration 38Q: 3 clusters Score -2642418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2642418.250000 Penalty: 3327.940430
	Iteration 39F: 3 clusters Score -2642418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -231123.031250 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -231123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -228790.343750 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -228790.3 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -229307.218750 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -229307.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -229421.625000 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -229421.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -229466.562500 Penalty: 2520.763672
	Iteration 3Q: 3 clusters Score -229466.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -229502.515625 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -229502.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -229529.843750 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -229529.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -229551.109375 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -229551.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -229571.421875 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -229571.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -229594.453125 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -229594.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -229615.828125 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -229615.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229644.859375 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -229644.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229675.140625 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -229675.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -229698.953125 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -229699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229720.390625 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -229720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229737.000000 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -229737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229757.187500 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -229757.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229781.468750 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -229781.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -229810.234375 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -229810.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229851.640625 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -229851.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229893.656250 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -229893.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -229935.421875 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -229935.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -229976.640625 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -229976.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230012.906250 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -230012.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -230040.953125 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -230041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230062.250000 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -230062.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -230084.171875 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -230084.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -230107.578125 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -230107.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -230131.578125 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -230131.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -230149.750000 Penalty: 2520.763672
	Iteration 28Q: 3 clusters Score -230149.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -230167.000000 Penalty: 2520.763672
	Iteration 29Q: 3 clusters Score -230167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230182.171875 Penalty: 2520.763672
	Iteration 30Q: 3 clusters Score -230182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230194.500000 Penalty: 2520.763672
	Iteration 31Q: 3 clusters Score -230194.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -230207.281250 Penalty: 2520.763672
	Iteration 32Q: 3 clusters Score -230207.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -230217.015625 Penalty: 2520.763672
	Iteration 33Q: 3 clusters Score -230217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -230223.328125 Penalty: 2520.763672
	Iteration 34Q: 3 clusters Score -230223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -230226.156250 Penalty: 2520.763672
	Iteration 35Q: 3 clusters Score -230226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230229.531250 Penalty: 2520.763672
	Iteration 36Q: 3 clusters Score -230229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -230231.484375 Penalty: 2520.763672
	Iteration 37Q: 3 clusters Score -230231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -230232.343750 Penalty: 2520.763672
	Iteration 38Q: 3 clusters Score -230232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230232.546875 Penalty: 2520.763672
	Iteration 39Q: 3 clusters Score -230232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -230233.343750 Penalty: 2520.763672
	Iteration 40F: 3 clusters Score -230233.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -898259.187500 Penalty: 1473.226196
	Iteration 0F: 2 clusters Score -898259.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -892022.875000 Penalty: 2946.452393
	Iteration 0F: 3 clusters Score -892022.9 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -893979.812500 Penalty: 2946.452393
	Iteration 1F: 3 clusters Score -893979.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -894242.062500 Penalty: 2946.452393
	Iteration 2F: 3 clusters Score -894242.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -894461.250000 Penalty: 2946.452393
	Iteration 3F: 3 clusters Score -894461.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -894648.812500 Penalty: 2946.452393
	Iteration 4Q: 3 clusters Score -894648.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -894825.437500 Penalty: 2946.452393
	Iteration 5Q: 3 clusters Score -894825.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -894995.937500 Penalty: 2946.452393
	Iteration 6Q: 3 clusters Score -894995.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -895190.875000 Penalty: 2946.452393
	Iteration 7Q: 3 clusters Score -895190.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -895396.312500 Penalty: 2946.452393
	Iteration 8Q: 3 clusters Score -895396.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -895634.375000 Penalty: 2946.452393
	Iteration 9Q: 3 clusters Score -895634.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -895848.937500 Penalty: 2946.452393
	Iteration 10Q: 3 clusters Score -895848.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -896055.625000 Penalty: 2946.452393
	Iteration 11Q: 3 clusters Score -896055.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -896254.375000 Penalty: 2946.452393
	Iteration 12Q: 3 clusters Score -896254.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -896424.687500 Penalty: 2946.452393
	Iteration 13Q: 3 clusters Score -896424.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -896551.500000 Penalty: 2946.452393
	Iteration 14Q: 3 clusters Score -896551.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -896654.750000 Penalty: 2946.452393
	Iteration 15Q: 3 clusters Score -896654.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -896737.937500 Penalty: 2946.452393
	Iteration 16Q: 3 clusters Score -896737.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -896801.312500 Penalty: 2946.452393
	Iteration 17Q: 3 clusters Score -896801.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -896838.250000 Penalty: 2946.452393
	Iteration 18Q: 3 clusters Score -896838.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -896862.062500 Penalty: 2946.452393
	Iteration 19Q: 3 clusters Score -896862.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -896881.437500 Penalty: 2946.452393
	Iteration 20F: 3 clusters Score -896881.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -896902.375000 Penalty: 2946.452393
	Iteration 21Q: 3 clusters Score -896902.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -896916.250000 Penalty: 2946.452393
	Iteration 22Q: 3 clusters Score -896916.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -896929.062500 Penalty: 2946.452393
	Iteration 23Q: 3 clusters Score -896929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -896940.437500 Penalty: 2946.452393
	Iteration 24Q: 3 clusters Score -896940.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -896950.937500 Penalty: 2946.452393
	Iteration 25Q: 3 clusters Score -896950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -896957.062500 Penalty: 2946.452393
	Iteration 26Q: 3 clusters Score -896957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -896960.062500 Penalty: 2946.452393
	Iteration 27Q: 3 clusters Score -896960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -896962.000000 Penalty: 2946.452393
	Iteration 28Q: 3 clusters Score -896962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -896967.937500 Penalty: 2946.452393
	Iteration 29Q: 3 clusters Score -896967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -896970.375000 Penalty: 2946.452393
	Iteration 30Q: 3 clusters Score -896970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -896972.187500 Penalty: 2946.452393
	Iteration 31Q: 3 clusters Score -896972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -896977.625000 Penalty: 2946.452393
	Iteration 32Q: 3 clusters Score -896977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -896983.375000 Penalty: 2946.452393
	Iteration 33Q: 3 clusters Score -896983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -896989.625000 Penalty: 2946.452393
	Iteration 34Q: 3 clusters Score -896989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -896992.437500 Penalty: 2946.452393
	Iteration 35Q: 3 clusters Score -896992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -896994.125000 Penalty: 2946.452393
	Iteration 36Q: 3 clusters Score -896994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -896994.812500 Penalty: 2946.452393
	Iteration 37Q: 3 clusters Score -896994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -896996.500000 Penalty: 2946.452393
	Iteration 38Q: 3 clusters Score -896996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -896998.250000 Penalty: 2946.452393
	Iteration 39Q: 3 clusters Score -896998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -897000.875000 Penalty: 2946.452393
	Iteration 40F: 3 clusters Score -897000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -897005.625000 Penalty: 2946.452393
	Iteration 41Q: 3 clusters Score -897005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -897009.062500 Penalty: 2946.452393
	Iteration 42Q: 3 clusters Score -897009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -897010.875000 Penalty: 2946.452393
	Iteration 43Q: 3 clusters Score -897010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -897019.250000 Penalty: 2946.452393
	Iteration 44Q: 3 clusters Score -897019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -897024.437500 Penalty: 2946.452393
	Iteration 45Q: 3 clusters Score -897024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -897027.562500 Penalty: 2946.452393
	Iteration 46Q: 3 clusters Score -897027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -897029.437500 Penalty: 2946.452393
	Iteration 47Q: 3 clusters Score -897029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -897031.812500 Penalty: 2946.452393
	Iteration 48Q: 3 clusters Score -897031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -897031.812500 Penalty: 2946.452393
	Iteration 49F: 3 clusters Score -897031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Entering Unmasked Estep 
Score: -1990965.000000 Penalty: 1606.811279
	Iteration 0F: 2 clusters Score -1990965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1977551.750000 Penalty: 3213.622559
	Iteration 0F: 3 clusters Score -1977552 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1982445.750000 Penalty: 3213.622559
	Iteration 1F: 3 clusters Score -1982446 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1982820.750000 Penalty: 3213.622559
	Iteration 2Q: 3 clusters Score -1982821 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1983241.125000 Penalty: 3213.622559
	Iteration 3Q: 3 clusters Score -1983241 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1983722.375000 Penalty: 3213.622559
	Iteration 4Q: 3 clusters Score -1983722 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1984226.875000 Penalty: 3213.622559
	Iteration 5F: 3 clusters Score -1984227 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1984771.500000 Penalty: 3213.622559
	Iteration 6F: 3 clusters Score -1984772 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1985315.250000 Penalty: 3213.622559
	Iteration 7F: 3 clusters Score -1985315 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1985795.875000 Penalty: 3213.622559
	Iteration 8Q: 3 clusters Score -1985796 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1986266.000000 Penalty: 3213.622559
	Iteration 9Q: 3 clusters Score -1986266 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1986643.500000 Penalty: 3213.622559
	Iteration 10Q: 3 clusters Score -1986644 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1986973.750000 Penalty: 3213.622559
	Iteration 11Q: 3 clusters Score -1986974 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1987269.875000 Penalty: 3213.622559
	Iteration 12Q: 3 clusters Score -1987270 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1987531.625000 Penalty: 3213.622559
	Iteration 13Q: 3 clusters Score -1987532 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1987779.375000 Penalty: 3213.622559
	Iteration 14Q: 3 clusters Score -1987779 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1987989.250000 Penalty: 3213.622559
	Iteration 15Q: 3 clusters Score -1987989 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1988178.750000 Penalty: 3213.622559
	Iteration 16Q: 3 clusters Score -1988179 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1988324.000000 Penalty: 3213.622559
	Iteration 17Q: 3 clusters Score -1988324 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1988429.875000 Penalty: 3213.622559
	Iteration 18Q: 3 clusters Score -1988430 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1988548.750000 Penalty: 3213.622559
	Iteration 19Q: 3 clusters Score -1988549 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1988650.375000 Penalty: 3213.622559
	Iteration 20F: 3 clusters Score -1988650 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1988744.000000 Penalty: 3213.622559
	Iteration 21Q: 3 clusters Score -1988744 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1988824.250000 Penalty: 3213.622559
	Iteration 22Q: 3 clusters Score -1988824 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1988909.375000 Penalty: 3213.622559
	Iteration 23Q: 3 clusters Score -1988909 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1988994.750000 Penalty: 3213.622559
	Iteration 24Q: 3 clusters Score -1988995 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1989066.125000 Penalty: 3213.622559
	Iteration 25Q: 3 clusters Score -1989066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1989132.000000 Penalty: 3213.622559
	Iteration 26Q: 3 clusters Score -1989132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1989187.250000 Penalty: 3213.622559
	Iteration 27Q: 3 clusters Score -1989187 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1989227.750000 Penalty: 3213.622559
	Iteration 28Q: 3 clusters Score -1989228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1989276.875000 Penalty: 3213.622559
	Iteration 29Q: 3 clusters Score -1989277 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1989309.125000 Penalty: 3213.622559
	Iteration 30Q: 3 clusters Score -1989309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1989338.500000 Penalty: 3213.622559
	Iteration 31Q: 3 clusters Score -1989338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1989367.000000 Penalty: 3213.622559
	Iteration 32Q: 3 clusters Score -1989367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1989398.750000 Penalty: 3213.622559
	Iteration 33Q: 3 clusters Score -1989399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1989427.875000 Penalty: 3213.622559
	Iteration 34Q: 3 clusters Score -1989428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1989460.000000 Penalty: 3213.622559
	Iteration 35Q: 3 clusters Score -1989460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1989490.500000 Penalty: 3213.622559
	Iteration 36Q: 3 clusters Score -1989490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1989506.250000 Penalty: 3213.622559
	Iteration 37Q: 3 clusters Score -1989506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1989529.750000 Penalty: 3213.622559
	Iteration 38Q: 3 clusters Score -1989530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1989542.000000 Penalty: 3213.622559
	Iteration 39Q: 3 clusters Score -1989542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1989553.500000 Penalty: 3213.622559
	Iteration 40F: 3 clusters Score -1989554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1989562.875000 Penalty: 3213.622559
	Iteration 41Q: 3 clusters Score -1989563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1989574.000000 Penalty: 3213.622559
	Iteration 42Q: 3 clusters Score -1989574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1989584.625000 Penalty: 3213.622559
	Iteration 43Q: 3 clusters Score -1989585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1989589.875000 Penalty: 3213.622559
	Iteration 44Q: 3 clusters Score -1989590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1989603.625000 Penalty: 3213.622559
	Iteration 45Q: 3 clusters Score -1989604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1989620.250000 Penalty: 3213.622559
	Iteration 46Q: 3 clusters Score -1989620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1989635.000000 Penalty: 3213.622559
	Iteration 47Q: 3 clusters Score -1989635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1989644.125000 Penalty: 3213.622559
	Iteration 48Q: 3 clusters Score -1989644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1989648.875000 Penalty: 3213.622559
	Iteration 49Q: 3 clusters Score -1989649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1989653.375000 Penalty: 3213.622559
	Iteration 50Q: 3 clusters Score -1989653 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1989651.625000 Penalty: 3213.622559
	Iteration 51Q: 3 clusters Score -1989652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1989660.125000 Penalty: 3213.622559
	Iteration 52Q: 3 clusters Score -1989660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1989657.750000 Penalty: 3213.622559
	Iteration 53Q: 3 clusters Score -1989658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1989667.750000 Penalty: 3213.622559
	Iteration 54Q: 3 clusters Score -1989668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1989674.875000 Penalty: 3213.622559
	Iteration 55Q: 3 clusters Score -1989675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1989678.125000 Penalty: 3213.622559
	Iteration 56Q: 3 clusters Score -1989678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1989676.250000 Penalty: 3213.622559
	Iteration 57Q: 3 clusters Score -1989676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1989676.250000 Penalty: 3213.622559
	Iteration 58Q: 3 clusters Score -1989676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1989676.375000 Penalty: 3213.622559
	Iteration 59Q: 3 clusters Score -1989676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1989670.375000 Penalty: 3213.622559
	Iteration 60F: 3 clusters Score -1989670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1989672.000000 Penalty: 3213.622559
	Iteration 61Q: 3 clusters Score -1989672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1989675.375000 Penalty: 3213.622559
	Iteration 62Q: 3 clusters Score -1989675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1989684.250000 Penalty: 3213.622559
	Iteration 63Q: 3 clusters Score -1989684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1989689.500000 Penalty: 3213.622559
	Iteration 64Q: 3 clusters Score -1989690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1989690.625000 Penalty: 3213.622559
	Iteration 65Q: 3 clusters Score -1989691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1989693.750000 Penalty: 3213.622559
	Iteration 66Q: 3 clusters Score -1989694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1989694.750000 Penalty: 3213.622559
	Iteration 67Q: 3 clusters Score -1989695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1989699.125000 Penalty: 3213.622559
	Iteration 68Q: 3 clusters Score -1989699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1989708.000000 Penalty: 3213.622559
	Iteration 69Q: 3 clusters Score -1989708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1989715.625000 Penalty: 3213.622559
	Iteration 70Q: 3 clusters Score -1989716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1989720.875000 Penalty: 3213.622559
	Iteration 71Q: 3 clusters Score -1989721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1989727.625000 Penalty: 3213.622559
	Iteration 72Q: 3 clusters Score -1989728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1989736.750000 Penalty: 3213.622559
	Iteration 73Q: 3 clusters Score -1989737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1989746.250000 Penalty: 3213.622559
	Iteration 74Q: 3 clusters Score -1989746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1989761.375000 Penalty: 3213.622559
	Iteration 75Q: 3 clusters Score -1989761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1989771.500000 Penalty: 3213.622559
	Iteration 76Q: 3 clusters Score -1989772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1989782.625000 Penalty: 3213.622559
	Iteration 77Q: 3 clusters Score -1989783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1989798.125000 Penalty: 3213.622559
	Iteration 78Q: 3 clusters Score -1989798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1989803.500000 Penalty: 3213.622559
	Iteration 79Q: 3 clusters Score -1989804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1989809.250000 Penalty: 3213.622559
	Iteration 80F: 3 clusters Score -1989809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1989821.500000 Penalty: 3213.622559
	Iteration 81Q: 3 clusters Score -1989822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1989829.125000 Penalty: 3213.622559
	Iteration 82Q: 3 clusters Score -1989829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1989836.250000 Penalty: 3213.622559
	Iteration 83Q: 3 clusters Score -1989836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1989845.625000 Penalty: 3213.622559
	Iteration 84Q: 3 clusters Score -1989846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1989850.000000 Penalty: 3213.622559
	Iteration 85Q: 3 clusters Score -1989850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1989870.375000 Penalty: 3213.622559
	Iteration 86Q: 3 clusters Score -1989870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1989893.375000 Penalty: 3213.622559
	Iteration 87Q: 3 clusters Score -1989893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1989901.875000 Penalty: 3213.622559
	Iteration 88Q: 3 clusters Score -1989902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1989912.875000 Penalty: 3213.622559
	Iteration 89Q: 3 clusters Score -1989913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1989927.250000 Penalty: 3213.622559
	Iteration 90Q: 3 clusters Score -1989927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1989932.750000 Penalty: 3213.622559
	Iteration 91Q: 3 clusters Score -1989933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1989945.875000 Penalty: 3213.622559
	Iteration 92Q: 3 clusters Score -1989946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1989958.000000 Penalty: 3213.622559
	Iteration 93Q: 3 clusters Score -1989958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1989966.500000 Penalty: 3213.622559
	Iteration 94Q: 3 clusters Score -1989966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1989975.375000 Penalty: 3213.622559
	Iteration 95Q: 3 clusters Score -1989975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1989985.375000 Penalty: 3213.622559
	Iteration 96Q: 3 clusters Score -1989985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1989992.750000 Penalty: 3213.622559
	Iteration 97Q: 3 clusters Score -1989993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1989997.875000 Penalty: 3213.622559
	Iteration 98Q: 3 clusters Score -1989998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1990016.750000 Penalty: 3213.622559
	Iteration 99Q: 3 clusters Score -1990017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1990020.375000 Penalty: 3213.622559
	Iteration 100F: 3 clusters Score -1990020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1990026.750000 Penalty: 3213.622559
	Iteration 101Q: 3 clusters Score -1990027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1990046.125000 Penalty: 3213.622559
	Iteration 102Q: 3 clusters Score -1990046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1990057.750000 Penalty: 3213.622559
	Iteration 103Q: 3 clusters Score -1990058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1990065.250000 Penalty: 3213.622559
	Iteration 104Q: 3 clusters Score -1990065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1990074.750000 Penalty: 3213.622559
	Iteration 105Q: 3 clusters Score -1990075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1990081.125000 Penalty: 3213.622559
	Iteration 106Q: 3 clusters Score -1990081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1990088.125000 Penalty: 3213.622559
	Iteration 107Q: 3 clusters Score -1990088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1990097.500000 Penalty: 3213.622559
	Iteration 108Q: 3 clusters Score -1990098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1990106.125000 Penalty: 3213.622559
	Iteration 109Q: 3 clusters Score -1990106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1990114.000000 Penalty: 3213.622559
	Iteration 110Q: 3 clusters Score -1990114 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1990125.750000 Penalty: 3213.622559
	Iteration 111Q: 3 clusters Score -1990126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1990133.500000 Penalty: 3213.622559
	Iteration 112Q: 3 clusters Score -1990134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1990131.250000 Penalty: 3213.622559
	Iteration 113Q: 3 clusters Score -1990131 nChanged 48
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Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1990135.750000 Penalty: 3213.622559
	Iteration 114Q: 3 clusters Score -1990136 nChanged 46
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Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1990144.000000 Penalty: 3213.622559
	Iteration 115Q: 3 clusters Score -1990144 nChanged 39
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Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1990154.125000 Penalty: 3213.622559
	Iteration 116Q: 3 clusters Score -1990154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1990160.500000 Penalty: 3213.622559
	Iteration 117Q: 3 clusters Score -1990160 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1990171.250000 Penalty: 3213.622559
	Iteration 118Q: 3 clusters Score -1990171 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1990176.250000 Penalty: 3213.622559
	Iteration 119Q: 3 clusters Score -1990176 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1990178.625000 Penalty: 3213.622559
	Iteration 120F: 3 clusters Score -1990179 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1990188.375000 Penalty: 3213.622559
	Iteration 121Q: 3 clusters Score -1990188 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1990188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1990187.125000 Penalty: 3213.622559
	Iteration 123Q: 3 clusters Score -1990187 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1990190.000000 Penalty: 3213.622559
	Iteration 124Q: 3 clusters Score -1990190 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1990192.375000 Penalty: 3213.622559
	Iteration 125Q: 3 clusters Score -1990192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1990199.875000 Penalty: 3213.622559
	Iteration 126Q: 3 clusters Score -1990200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1990199.625000 Penalty: 3213.622559
	Iteration 127Q: 3 clusters Score -1990200 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1990204.125000 Penalty: 3213.622559
	Iteration 128Q: 3 clusters Score -1990204 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1990199.750000 Penalty: 3213.622559
	Iteration 129Q: 3 clusters Score -1990200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1990202.125000 Penalty: 3213.622559
	Iteration 130Q: 3 clusters Score -1990202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1990203.125000 Penalty: 3213.622559
	Iteration 131Q: 3 clusters Score -1990203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1990203.000000 Penalty: 3213.622559
	Iteration 132Q: 3 clusters Score -1990203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1990203.250000 Penalty: 3213.622559
	Iteration 133Q: 3 clusters Score -1990203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1990202.125000 Penalty: 3213.622559
	Iteration 134Q: 3 clusters Score -1990202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1990199.500000 Penalty: 3213.622559
	Iteration 135Q: 3 clusters Score -1990200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1990202.750000 Penalty: 3213.622559
	Iteration 136Q: 3 clusters Score -1990203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1990203.375000 Penalty: 3213.622559
	Iteration 137Q: 3 clusters Score -1990203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1990204.625000 Penalty: 3213.622559
	Iteration 138Q: 3 clusters Score -1990205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1990205.000000 Penalty: 3213.622559
	Iteration 139Q: 3 clusters Score -1990205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1990205.500000 Penalty: 3213.622559
	Iteration 140F: 3 clusters Score -1990206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1990209.000000 Penalty: 3213.622559
	Iteration 141Q: 3 clusters Score -1990209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1990208.375000 Penalty: 3213.622559
	Iteration 142Q: 3 clusters Score -1990208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1990210.375000 Penalty: 3213.622559
	Iteration 143Q: 3 clusters Score -1990210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1990212.875000 Penalty: 3213.622559
	Iteration 144Q: 3 clusters Score -1990213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1990213.125000 Penalty: 3213.622559
	Iteration 145Q: 3 clusters Score -1990213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1990212.125000 Penalty: 3213.622559
	Iteration 146Q: 3 clusters Score -1990212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1990211.750000 Penalty: 3213.622559
	Iteration 147Q: 3 clusters Score -1990212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1990211.500000 Penalty: 3213.622559
	Iteration 148Q: 3 clusters Score -1990212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1990206.625000 Penalty: 3213.622559
	Iteration 149Q: 3 clusters Score -1990207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1990210.875000 Penalty: 3213.622559
	Iteration 150Q: 3 clusters Score -1990211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1990210.750000 Penalty: 3213.622559
	Iteration 151Q: 3 clusters Score -1990211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1990210.375000 Penalty: 3213.622559
	Iteration 152Q: 3 clusters Score -1990210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1990210.750000 Penalty: 3213.622559
	Iteration 153Q: 3 clusters Score -1990211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1990215.500000 Penalty: 3213.622559
	Iteration 154Q: 3 clusters Score -1990216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1990211.625000 Penalty: 3213.622559
	Iteration 155Q: 3 clusters Score -1990212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1990214.250000 Penalty: 3213.622559
	Iteration 156Q: 3 clusters Score -1990214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1990215.750000 Penalty: 3213.622559
	Iteration 157Q: 3 clusters Score -1990216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1990215.250000 Penalty: 3213.622559
	Iteration 158Q: 3 clusters Score -1990215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1990215.250000 Penalty: 3213.622559
	Iteration 159Q: 3 clusters Score -1990215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1990220.125000 Penalty: 3213.622559
	Iteration 160F: 3 clusters Score -1990220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1990219.125000 Penalty: 3213.622559
	Iteration 161Q: 3 clusters Score -1990219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1990220.375000 Penalty: 3213.622559
	Iteration 162Q: 3 clusters Score -1990220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1990216.500000 Penalty: 3213.622559
	Iteration 163Q: 3 clusters Score -1990216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1990219.750000 Penalty: 3213.622559
	Iteration 164Q: 3 clusters Score -1990220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1990219.875000 Penalty: 3213.622559
	Iteration 165Q: 3 clusters Score -1990220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1990220.250000 Penalty: 3213.622559
	Iteration 166Q: 3 clusters Score -1990220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1990220.250000 Penalty: 3213.622559
	Iteration 167F: 3 clusters Score -1990220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -964758.875000 Penalty: 1486.400757
	Iteration 0F: 2 clusters Score -964758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -958037.312500 Penalty: 2972.801514
	Iteration 0F: 3 clusters Score -958037.3 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -960125.500000 Penalty: 2972.801514
	Iteration 1F: 3 clusters Score -960125.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -960352.062500 Penalty: 2972.801514
	Iteration 2F: 3 clusters Score -960352.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -960524.500000 Penalty: 2972.801514
	Iteration 3Q: 3 clusters Score -960524.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -960644.687500 Penalty: 2972.801514
	Iteration 4Q: 3 clusters Score -960644.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -960731.750000 Penalty: 2972.801514
	Iteration 5Q: 3 clusters Score -960731.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -960825.312500 Penalty: 2972.801514
	Iteration 6Q: 3 clusters Score -960825.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -960927.875000 Penalty: 2972.801514
	Iteration 7Q: 3 clusters Score -960927.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -961058.000000 Penalty: 2972.801514
	Iteration 8Q: 3 clusters Score -961058 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -961201.937500 Penalty: 2972.801514
	Iteration 9Q: 3 clusters Score -961201.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -961400.750000 Penalty: 2972.801514
	Iteration 10Q: 3 clusters Score -961400.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -961665.000000 Penalty: 2972.801514
	Iteration 11Q: 3 clusters Score -961665 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -961996.687500 Penalty: 2972.801514
	Iteration 12Q: 3 clusters Score -961996.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -962341.062500 Penalty: 2972.801514
	Iteration 13Q: 3 clusters Score -962341.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -962639.812500 Penalty: 2972.801514
	Iteration 14Q: 3 clusters Score -962639.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -962895.062500 Penalty: 2972.801514
	Iteration 15Q: 3 clusters Score -962895.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -963077.625000 Penalty: 2972.801514
	Iteration 16Q: 3 clusters Score -963077.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -963199.437500 Penalty: 2972.801514
	Iteration 17Q: 3 clusters Score -963199.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -963270.000000 Penalty: 2972.801514
	Iteration 18Q: 3 clusters Score -963270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -963309.562500 Penalty: 2972.801514
	Iteration 19Q: 3 clusters Score -963309.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -963341.312500 Penalty: 2972.801514
	Iteration 20F: 3 clusters Score -963341.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -963369.187500 Penalty: 2972.801514
	Iteration 21Q: 3 clusters Score -963369.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -963394.062500 Penalty: 2972.801514
	Iteration 22Q: 3 clusters Score -963394.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -963418.062500 Penalty: 2972.801514
	Iteration 23Q: 3 clusters Score -963418.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -963450.312500 Penalty: 2972.801514
	Iteration 24Q: 3 clusters Score -963450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -963464.125000 Penalty: 2972.801514
	Iteration 25Q: 3 clusters Score -963464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -963472.875000 Penalty: 2972.801514
	Iteration 26Q: 3 clusters Score -963472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -963474.062500 Penalty: 2972.801514
	Iteration 27Q: 3 clusters Score -963474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -963476.625000 Penalty: 2972.801514
	Iteration 28Q: 3 clusters Score -963476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -963476.000000 Penalty: 2972.801514
	Iteration 29Q: 3 clusters Score -963476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -963476.000000 Penalty: 2972.801514
	Iteration 30F: 3 clusters Score -963476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -619188.312500 Penalty: 1433.123535
	Iteration 0F: 2 clusters Score -619188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -614131.125000 Penalty: 2866.247070
	Iteration 0F: 3 clusters Score -614131.1 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -615833.062500 Penalty: 2866.247070
	Iteration 1F: 3 clusters Score -615833.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -616289.000000 Penalty: 2866.247070
	Iteration 2F: 3 clusters Score -616289 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -616663.500000 Penalty: 2866.247070
	Iteration 3F: 3 clusters Score -616663.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -616954.875000 Penalty: 2866.247070
	Iteration 4F: 3 clusters Score -616954.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -617183.125000 Penalty: 2866.247070
	Iteration 5F: 3 clusters Score -617183.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -617355.500000 Penalty: 2866.247070
	Iteration 6Q: 3 clusters Score -617355.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -617487.062500 Penalty: 2866.247070
	Iteration 7Q: 3 clusters Score -617487.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -617582.500000 Penalty: 2866.247070
	Iteration 8Q: 3 clusters Score -617582.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -617670.125000 Penalty: 2866.247070
	Iteration 9Q: 3 clusters Score -617670.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -617743.937500 Penalty: 2866.247070
	Iteration 10Q: 3 clusters Score -617743.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -617811.875000 Penalty: 2866.247070
	Iteration 11Q: 3 clusters Score -617811.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -617858.562500 Penalty: 2866.247070
	Iteration 12Q: 3 clusters Score -617858.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -617890.812500 Penalty: 2866.247070
	Iteration 13Q: 3 clusters Score -617890.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -617913.937500 Penalty: 2866.247070
	Iteration 14Q: 3 clusters Score -617913.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -617937.687500 Penalty: 2866.247070
	Iteration 15Q: 3 clusters Score -617937.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -617961.062500 Penalty: 2866.247070
	Iteration 16Q: 3 clusters Score -617961.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -617975.562500 Penalty: 2866.247070
	Iteration 17Q: 3 clusters Score -617975.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -617986.187500 Penalty: 2866.247070
	Iteration 18Q: 3 clusters Score -617986.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -617995.000000 Penalty: 2866.247070
	Iteration 19Q: 3 clusters Score -617995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -618001.125000 Penalty: 2866.247070
	Iteration 20F: 3 clusters Score -618001.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -618007.187500 Penalty: 2866.247070
	Iteration 21Q: 3 clusters Score -618007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -618010.250000 Penalty: 2866.247070
	Iteration 22Q: 3 clusters Score -618010.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -618019.750000 Penalty: 2866.247070
	Iteration 23Q: 3 clusters Score -618019.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -618024.562500 Penalty: 2866.247070
	Iteration 24Q: 3 clusters Score -618024.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -618029.375000 Penalty: 2866.247070
	Iteration 25Q: 3 clusters Score -618029.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -618036.875000 Penalty: 2866.247070
	Iteration 26Q: 3 clusters Score -618036.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -618043.500000 Penalty: 2866.247070
	Iteration 27Q: 3 clusters Score -618043.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -618051.687500 Penalty: 2866.247070
	Iteration 28Q: 3 clusters Score -618051.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -618054.750000 Penalty: 2866.247070
	Iteration 29Q: 3 clusters Score -618054.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -618058.875000 Penalty: 2866.247070
	Iteration 30Q: 3 clusters Score -618058.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -618060.437500 Penalty: 2866.247070
	Iteration 31Q: 3 clusters Score -618060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -618063.562500 Penalty: 2866.247070
	Iteration 32Q: 3 clusters Score -618063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -618065.687500 Penalty: 2866.247070
	Iteration 33Q: 3 clusters Score -618065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -618067.562500 Penalty: 2866.247070
	Iteration 34Q: 3 clusters Score -618067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -618069.062500 Penalty: 2866.247070
	Iteration 35Q: 3 clusters Score -618069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -618069.625000 Penalty: 2866.247070
	Iteration 36Q: 3 clusters Score -618069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -618070.375000 Penalty: 2866.247070
	Iteration 37Q: 3 clusters Score -618070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -618070.437500 Penalty: 2866.247070
	Iteration 38Q: 3 clusters Score -618070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -618071.375000 Penalty: 2866.247070
	Iteration 39Q: 3 clusters Score -618071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -618071.062500 Penalty: 2866.247070
	Iteration 40F: 3 clusters Score -618071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -618070.250000 Penalty: 2866.247070
	Iteration 41Q: 3 clusters Score -618070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -618071.187500 Penalty: 2866.247070
	Iteration 42Q: 3 clusters Score -618071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -618071.812500 Penalty: 2866.247070
	Iteration 43Q: 3 clusters Score -618071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -618072.062500 Penalty: 2866.247070
	Iteration 44Q: 3 clusters Score -618072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -618071.750000 Penalty: 2866.247070
	Iteration 45Q: 3 clusters Score -618071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -618071.812500 Penalty: 2866.247070
	Iteration 46Q: 3 clusters Score -618071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -618071.812500 Penalty: 2866.247070
	Iteration 47F: 3 clusters Score -618071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Entering Unmasked Estep 
Score: -792338.687500 Penalty: 1454.882446
	Iteration 0F: 2 clusters Score -792338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -786610.937500 Penalty: 2909.764893
	Iteration 0F: 3 clusters Score -786610.9 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -788434.500000 Penalty: 2909.764893
	Iteration 1F: 3 clusters Score -788434.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -788736.437500 Penalty: 2909.764893
	Iteration 2F: 3 clusters Score -788736.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -788994.812500 Penalty: 2909.764893
	Iteration 3F: 3 clusters Score -788994.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -789258.250000 Penalty: 2909.764893
	Iteration 4F: 3 clusters Score -789258.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -789536.000000 Penalty: 2909.764893
	Iteration 5F: 3 clusters Score -789536 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -789838.375000 Penalty: 2909.764893
	Iteration 6F: 3 clusters Score -789838.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -790167.500000 Penalty: 2909.764893
	Iteration 7F: 3 clusters Score -790167.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -790498.250000 Penalty: 2909.764893
	Iteration 8F: 3 clusters Score -790498.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -790822.625000 Penalty: 2909.764893
	Iteration 9Q: 3 clusters Score -790822.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -791074.062500 Penalty: 2909.764893
	Iteration 10Q: 3 clusters Score -791074.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -791238.312500 Penalty: 2909.764893
	Iteration 11Q: 3 clusters Score -791238.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -791345.125000 Penalty: 2909.764893
	Iteration 12Q: 3 clusters Score -791345.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -791413.062500 Penalty: 2909.764893
	Iteration 13Q: 3 clusters Score -791413.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -791453.187500 Penalty: 2909.764893
	Iteration 14Q: 3 clusters Score -791453.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -791482.187500 Penalty: 2909.764893
	Iteration 15Q: 3 clusters Score -791482.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -791500.625000 Penalty: 2909.764893
	Iteration 16Q: 3 clusters Score -791500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -791511.562500 Penalty: 2909.764893
	Iteration 17Q: 3 clusters Score -791511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -791522.812500 Penalty: 2909.764893
	Iteration 18Q: 3 clusters Score -791522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -791531.000000 Penalty: 2909.764893
	Iteration 19Q: 3 clusters Score -791531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -791536.250000 Penalty: 2909.764893
	Iteration 20F: 3 clusters Score -791536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -791540.250000 Penalty: 2909.764893
	Iteration 21Q: 3 clusters Score -791540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -791544.125000 Penalty: 2909.764893
	Iteration 22Q: 3 clusters Score -791544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -791547.375000 Penalty: 2909.764893
	Iteration 23Q: 3 clusters Score -791547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -791550.375000 Penalty: 2909.764893
	Iteration 24Q: 3 clusters Score -791550.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -791558.000000 Penalty: 2909.764893
	Iteration 25Q: 3 clusters Score -791558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -791560.687500 Penalty: 2909.764893
	Iteration 26Q: 3 clusters Score -791560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -791561.250000 Penalty: 2909.764893
	Iteration 27Q: 3 clusters Score -791561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -791563.625000 Penalty: 2909.764893
	Iteration 28Q: 3 clusters Score -791563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -791563.625000 Penalty: 2909.764893
	Iteration 29F: 3 clusters Score -791563.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -381905.093750 Penalty: 1345.203369
	Iteration 0F: 2 clusters Score -381905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -378616.250000 Penalty: 2690.406738
	Iteration 0F: 3 clusters Score -378616.2 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -379491.718750 Penalty: 2690.406738
	Iteration 1F: 3 clusters Score -379491.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -379666.656250 Penalty: 2690.406738
	Iteration 2F: 3 clusters Score -379666.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -379824.468750 Penalty: 2690.406738
	Iteration 3F: 3 clusters Score -379824.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -379964.000000 Penalty: 2690.406738
	Iteration 4Q: 3 clusters Score -379964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -380103.968750 Penalty: 2690.406738
	Iteration 5Q: 3 clusters Score -380104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -380239.875000 Penalty: 2690.406738
	Iteration 6Q: 3 clusters Score -380239.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -380389.437500 Penalty: 2690.406738
	Iteration 7Q: 3 clusters Score -380389.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -380511.281250 Penalty: 2690.406738
	Iteration 8Q: 3 clusters Score -380511.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -380637.031250 Penalty: 2690.406738
	Iteration 9Q: 3 clusters Score -380637 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -380785.843750 Penalty: 2690.406738
	Iteration 10Q: 3 clusters Score -380785.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -380927.281250 Penalty: 2690.406738
	Iteration 11Q: 3 clusters Score -380927.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -381073.375000 Penalty: 2690.406738
	Iteration 12Q: 3 clusters Score -381073.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -381196.437500 Penalty: 2690.406738
	Iteration 13Q: 3 clusters Score -381196.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -381261.031250 Penalty: 2690.406738
	Iteration 14Q: 3 clusters Score -381261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -381297.906250 Penalty: 2690.406738
	Iteration 15Q: 3 clusters Score -381297.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -381331.812500 Penalty: 2690.406738
	Iteration 16Q: 3 clusters Score -381331.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -381357.562500 Penalty: 2690.406738
	Iteration 17Q: 3 clusters Score -381357.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -381371.125000 Penalty: 2690.406738
	Iteration 18Q: 3 clusters Score -381371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -381380.656250 Penalty: 2690.406738
	Iteration 19Q: 3 clusters Score -381380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -381383.875000 Penalty: 2690.406738
	Iteration 20F: 3 clusters Score -381383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -381387.406250 Penalty: 2690.406738
	Iteration 21Q: 3 clusters Score -381387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -381389.781250 Penalty: 2690.406738
	Iteration 22Q: 3 clusters Score -381389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -381393.156250 Penalty: 2690.406738
	Iteration 23Q: 3 clusters Score -381393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -381395.281250 Penalty: 2690.406738
	Iteration 24Q: 3 clusters Score -381395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -381396.906250 Penalty: 2690.406738
	Iteration 25Q: 3 clusters Score -381396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -381397.593750 Penalty: 2690.406738
	Iteration 26Q: 3 clusters Score -381397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -381398.187500 Penalty: 2690.406738
	Iteration 27Q: 3 clusters Score -381398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -381398.437500 Penalty: 2690.406738
	Iteration 28Q: 3 clusters Score -381398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -381398.437500 Penalty: 2690.406738
	Iteration 29F: 3 clusters Score -381398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -196557.703125 Penalty: 1234.086914
	Iteration 0F: 2 clusters Score -196557.7 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 992 members 
Entering Unmasked Estep 
Score: -194472.625000 Penalty: 2468.173828
	Iteration 0F: 3 clusters Score -194472.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -194995.812500 Penalty: 2468.173828
	Iteration 1F: 3 clusters Score -194995.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -195292.359375 Penalty: 2468.173828
	Iteration 2F: 3 clusters Score -195292.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -195585.875000 Penalty: 2468.173828
	Iteration 3F: 3 clusters Score -195585.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195832.531250 Penalty: 2468.173828
	Iteration 4F: 3 clusters Score -195832.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -196002.578125 Penalty: 2468.173828
	Iteration 5F: 3 clusters Score -196002.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196172.171875 Penalty: 2468.173828
	Iteration 6F: 3 clusters Score -196172.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -196306.843750 Penalty: 2468.173828
	Iteration 7Q: 3 clusters Score -196306.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196396.671875 Penalty: 2468.173828
	Iteration 8Q: 3 clusters Score -196396.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -196468.859375 Penalty: 2468.173828
	Iteration 9Q: 3 clusters Score -196468.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196525.843750 Penalty: 2468.173828
	Iteration 10Q: 3 clusters Score -196525.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -196580.796875 Penalty: 2468.173828
	Iteration 11Q: 3 clusters Score -196580.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -196616.703125 Penalty: 2468.173828
	Iteration 12Q: 3 clusters Score -196616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -196622.578125 Penalty: 2468.173828
	Iteration 13Q: 3 clusters Score -196622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -196624.796875 Penalty: 2468.173828
	Iteration 14Q: 3 clusters Score -196624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -196626.406250 Penalty: 2468.173828
	Iteration 15Q: 3 clusters Score -196626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -196628.625000 Penalty: 2468.173828
	Iteration 16Q: 3 clusters Score -196628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -196629.156250 Penalty: 2468.173828
	Iteration 17Q: 3 clusters Score -196629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -196630.265625 Penalty: 2468.173828
	Iteration 18Q: 3 clusters Score -196630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -196630.265625 Penalty: 2468.173828
	Iteration 19F: 3 clusters Score -196630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1428 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1422 members 
Mstep: Class 39 contains 559 members 
Entering Unmasked Estep 
Score: -54941440.000000 Penalty: 83849.054688
Splitting cluster 26 changes total score from -54942236.000000 to -54941440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Entering Unmasked Estep 
Score: -2325682.500000 Penalty: 1629.973267
	Iteration 0F: 2 clusters Score -2325682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2310366.250000 Penalty: 3259.946533
	Iteration 0F: 3 clusters Score -2310366 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2316074.500000 Penalty: 3259.946533
	Iteration 1F: 3 clusters Score -2316074 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2316940.250000 Penalty: 3259.946533
	Iteration 2F: 3 clusters Score -2316940 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2318164.250000 Penalty: 3259.946533
	Iteration 3F: 3 clusters Score -2318164 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2319534.750000 Penalty: 3259.946533
	Iteration 4F: 3 clusters Score -2319535 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2320804.500000 Penalty: 3259.946533
	Iteration 5F: 3 clusters Score -2320804 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2321793.000000 Penalty: 3259.946533
	Iteration 6F: 3 clusters Score -2321793 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2322377.500000 Penalty: 3259.946533
	Iteration 7Q: 3 clusters Score -2322378 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2322769.750000 Penalty: 3259.946533
	Iteration 8Q: 3 clusters Score -2322770 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2323046.750000 Penalty: 3259.946533
	Iteration 9Q: 3 clusters Score -2323047 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2323285.500000 Penalty: 3259.946533
	Iteration 10Q: 3 clusters Score -2323286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2323470.750000 Penalty: 3259.946533
	Iteration 11Q: 3 clusters Score -2323471 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2323609.250000 Penalty: 3259.946533
	Iteration 12Q: 3 clusters Score -2323609 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2323714.750000 Penalty: 3259.946533
	Iteration 13Q: 3 clusters Score -2323715 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2323817.250000 Penalty: 3259.946533
	Iteration 14Q: 3 clusters Score -2323817 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2323906.500000 Penalty: 3259.946533
	Iteration 15Q: 3 clusters Score -2323906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2323980.250000 Penalty: 3259.946533
	Iteration 16Q: 3 clusters Score -2323980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2324049.750000 Penalty: 3259.946533
	Iteration 17Q: 3 clusters Score -2324050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2324102.000000 Penalty: 3259.946533
	Iteration 18Q: 3 clusters Score -2324102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2324142.500000 Penalty: 3259.946533
	Iteration 19Q: 3 clusters Score -2324142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2324173.000000 Penalty: 3259.946533
	Iteration 20F: 3 clusters Score -2324173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2324204.500000 Penalty: 3259.946533
	Iteration 21Q: 3 clusters Score -2324204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2324238.250000 Penalty: 3259.946533
	Iteration 22Q: 3 clusters Score -2324238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2324267.500000 Penalty: 3259.946533
	Iteration 23Q: 3 clusters Score -2324268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2324301.250000 Penalty: 3259.946533
	Iteration 24Q: 3 clusters Score -2324301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2324329.250000 Penalty: 3259.946533
	Iteration 25Q: 3 clusters Score -2324329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2324353.000000 Penalty: 3259.946533
	Iteration 26Q: 3 clusters Score -2324353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2324385.500000 Penalty: 3259.946533
	Iteration 27Q: 3 clusters Score -2324386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2324394.250000 Penalty: 3259.946533
	Iteration 28Q: 3 clusters Score -2324394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2324412.750000 Penalty: 3259.946533
	Iteration 29Q: 3 clusters Score -2324413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2324420.750000 Penalty: 3259.946533
	Iteration 30Q: 3 clusters Score -2324421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2324428.500000 Penalty: 3259.946533
	Iteration 31Q: 3 clusters Score -2324428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2324431.500000 Penalty: 3259.946533
	Iteration 32Q: 3 clusters Score -2324432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2324435.750000 Penalty: 3259.946533
	Iteration 33Q: 3 clusters Score -2324436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2324442.250000 Penalty: 3259.946533
	Iteration 34Q: 3 clusters Score -2324442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2324446.250000 Penalty: 3259.946533
	Iteration 35Q: 3 clusters Score -2324446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2324452.250000 Penalty: 3259.946533
	Iteration 36Q: 3 clusters Score -2324452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2324460.500000 Penalty: 3259.946533
	Iteration 37Q: 3 clusters Score -2324460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2324459.000000 Penalty: 3259.946533
	Iteration 38Q: 3 clusters Score -2324459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2324459.750000 Penalty: 3259.946533
	Iteration 39Q: 3 clusters Score -2324460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2324459.250000 Penalty: 3259.946533
	Iteration 40F: 3 clusters Score -2324459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2324462.250000 Penalty: 3259.946533
	Iteration 41Q: 3 clusters Score -2324462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2324469.000000 Penalty: 3259.946533
	Iteration 42Q: 3 clusters Score -2324469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2324475.750000 Penalty: 3259.946533
	Iteration 43Q: 3 clusters Score -2324476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2324477.750000 Penalty: 3259.946533
	Iteration 44Q: 3 clusters Score -2324478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2324486.750000 Penalty: 3259.946533
	Iteration 45Q: 3 clusters Score -2324487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2324489.000000 Penalty: 3259.946533
	Iteration 46Q: 3 clusters Score -2324489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2324501.750000 Penalty: 3259.946533
	Iteration 47Q: 3 clusters Score -2324502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2324502.000000 Penalty: 3259.946533
	Iteration 48Q: 3 clusters Score -2324502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2324506.000000 Penalty: 3259.946533
	Iteration 49Q: 3 clusters Score -2324506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2324509.250000 Penalty: 3259.946533
	Iteration 50Q: 3 clusters Score -2324509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2324515.500000 Penalty: 3259.946533
	Iteration 51Q: 3 clusters Score -2324516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2324514.750000 Penalty: 3259.946533
	Iteration 52Q: 3 clusters Score -2324515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2324519.750000 Penalty: 3259.946533
	Iteration 53Q: 3 clusters Score -2324520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2324526.000000 Penalty: 3259.946533
	Iteration 54Q: 3 clusters Score -2324526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2324524.500000 Penalty: 3259.946533
	Iteration 55Q: 3 clusters Score -2324524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2324527.750000 Penalty: 3259.946533
	Iteration 56Q: 3 clusters Score -2324528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2324532.000000 Penalty: 3259.946533
	Iteration 57Q: 3 clusters Score -2324532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2324535.750000 Penalty: 3259.946533
	Iteration 58Q: 3 clusters Score -2324536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2324542.500000 Penalty: 3259.946533
	Iteration 59Q: 3 clusters Score -2324542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2324542.750000 Penalty: 3259.946533
	Iteration 60F: 3 clusters Score -2324543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2324549.250000 Penalty: 3259.946533
	Iteration 61Q: 3 clusters Score -2324549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2324554.500000 Penalty: 3259.946533
	Iteration 62Q: 3 clusters Score -2324554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2324555.500000 Penalty: 3259.946533
	Iteration 63Q: 3 clusters Score -2324556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2324554.750000 Penalty: 3259.946533
	Iteration 64Q: 3 clusters Score -2324555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2324554.750000 Penalty: 3259.946533
	Iteration 65F: 3 clusters Score -2324555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -537655.250000 Penalty: 1398.137207
	Iteration 0F: 2 clusters Score -537655.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -533321.687500 Penalty: 2796.274414
	Iteration 0F: 3 clusters Score -533321.7 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -534609.625000 Penalty: 2796.274414
	Iteration 1F: 3 clusters Score -534609.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -534955.937500 Penalty: 2796.274414
	Iteration 2F: 3 clusters Score -534955.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -535229.937500 Penalty: 2796.274414
	Iteration 3F: 3 clusters Score -535229.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -535428.812500 Penalty: 2796.274414
	Iteration 4F: 3 clusters Score -535428.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -535592.437500 Penalty: 2796.274414
	Iteration 5F: 3 clusters Score -535592.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -535729.375000 Penalty: 2796.274414
	Iteration 6Q: 3 clusters Score -535729.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -535843.687500 Penalty: 2796.274414
	Iteration 7Q: 3 clusters Score -535843.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -535934.875000 Penalty: 2796.274414
	Iteration 8Q: 3 clusters Score -535934.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -536016.437500 Penalty: 2796.274414
	Iteration 9Q: 3 clusters Score -536016.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -536096.062500 Penalty: 2796.274414
	Iteration 10Q: 3 clusters Score -536096.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -536164.312500 Penalty: 2796.274414
	Iteration 11Q: 3 clusters Score -536164.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -536210.875000 Penalty: 2796.274414
	Iteration 12Q: 3 clusters Score -536210.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -536249.375000 Penalty: 2796.274414
	Iteration 13Q: 3 clusters Score -536249.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -536278.437500 Penalty: 2796.274414
	Iteration 14Q: 3 clusters Score -536278.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -536300.062500 Penalty: 2796.274414
	Iteration 15Q: 3 clusters Score -536300.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -536315.500000 Penalty: 2796.274414
	Iteration 16Q: 3 clusters Score -536315.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -536329.375000 Penalty: 2796.274414
	Iteration 17Q: 3 clusters Score -536329.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -536342.687500 Penalty: 2796.274414
	Iteration 18Q: 3 clusters Score -536342.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -536355.625000 Penalty: 2796.274414
	Iteration 19Q: 3 clusters Score -536355.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -536373.000000 Penalty: 2796.274414
	Iteration 20F: 3 clusters Score -536373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -536391.500000 Penalty: 2796.274414
	Iteration 21Q: 3 clusters Score -536391.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -536409.062500 Penalty: 2796.274414
	Iteration 22Q: 3 clusters Score -536409.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -536420.875000 Penalty: 2796.274414
	Iteration 23Q: 3 clusters Score -536420.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -536431.937500 Penalty: 2796.274414
	Iteration 24Q: 3 clusters Score -536431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -536439.750000 Penalty: 2796.274414
	Iteration 25Q: 3 clusters Score -536439.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -536444.625000 Penalty: 2796.274414
	Iteration 26Q: 3 clusters Score -536444.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -536447.937500 Penalty: 2796.274414
	Iteration 27Q: 3 clusters Score -536447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -536451.562500 Penalty: 2796.274414
	Iteration 28Q: 3 clusters Score -536451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -536452.937500 Penalty: 2796.274414
	Iteration 29Q: 3 clusters Score -536452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -536453.562500 Penalty: 2796.274414
	Iteration 30Q: 3 clusters Score -536453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -536454.812500 Penalty: 2796.274414
	Iteration 31Q: 3 clusters Score -536454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -536456.625000 Penalty: 2796.274414
	Iteration 32Q: 3 clusters Score -536456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -536457.125000 Penalty: 2796.274414
	Iteration 33Q: 3 clusters Score -536457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -536457.500000 Penalty: 2796.274414
	Iteration 34Q: 3 clusters Score -536457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -536457.562500 Penalty: 2796.274414
	Iteration 35Q: 3 clusters Score -536457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -536457.562500 Penalty: 2796.274414
	Iteration 36F: 3 clusters Score -536457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -162355.765625 Penalty: 1207.489868
	Iteration 0F: 2 clusters Score -162355.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160451.718750 Penalty: 2414.979736
	Iteration 0F: 3 clusters Score -160451.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160913.796875 Penalty: 2414.979736
	Iteration 1F: 3 clusters Score -160913.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -161122.156250 Penalty: 2414.979736
	Iteration 2F: 3 clusters Score -161122.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -161296.968750 Penalty: 2414.979736
	Iteration 3F: 3 clusters Score -161297 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161492.421875 Penalty: 2414.979736
	Iteration 4F: 3 clusters Score -161492.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161650.890625 Penalty: 2414.979736
	Iteration 5F: 3 clusters Score -161650.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161739.125000 Penalty: 2414.979736
	Iteration 6Q: 3 clusters Score -161739.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161802.125000 Penalty: 2414.979736
	Iteration 7Q: 3 clusters Score -161802.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161848.421875 Penalty: 2414.979736
	Iteration 8Q: 3 clusters Score -161848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161880.312500 Penalty: 2414.979736
	Iteration 9Q: 3 clusters Score -161880.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -161899.906250 Penalty: 2414.979736
	Iteration 10Q: 3 clusters Score -161899.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -161910.140625 Penalty: 2414.979736
	Iteration 11Q: 3 clusters Score -161910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161916.984375 Penalty: 2414.979736
	Iteration 12Q: 3 clusters Score -161917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -161921.500000 Penalty: 2414.979736
	Iteration 13Q: 3 clusters Score -161921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161925.937500 Penalty: 2414.979736
	Iteration 14Q: 3 clusters Score -161925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -161930.953125 Penalty: 2414.979736
	Iteration 15Q: 3 clusters Score -161931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161935.546875 Penalty: 2414.979736
	Iteration 16Q: 3 clusters Score -161935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -161938.484375 Penalty: 2414.979736
	Iteration 17Q: 3 clusters Score -161938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161940.156250 Penalty: 2414.979736
	Iteration 18Q: 3 clusters Score -161940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -161945.078125 Penalty: 2414.979736
	Iteration 19Q: 3 clusters Score -161945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161953.875000 Penalty: 2414.979736
	Iteration 20F: 3 clusters Score -161953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -161956.859375 Penalty: 2414.979736
	Iteration 21Q: 3 clusters Score -161956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161967.765625 Penalty: 2414.979736
	Iteration 22Q: 3 clusters Score -161967.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -162010.937500 Penalty: 2414.979736
	Iteration 23Q: 3 clusters Score -162010.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162088.890625 Penalty: 2414.979736
	Iteration 24Q: 3 clusters Score -162088.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -162165.437500 Penalty: 2414.979736
	Iteration 25Q: 3 clusters Score -162165.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -162192.843750 Penalty: 2414.979736
	Iteration 26Q: 3 clusters Score -162192.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162213.375000 Penalty: 2414.979736
	Iteration 27Q: 3 clusters Score -162213.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -162224.750000 Penalty: 2414.979736
	Iteration 28Q: 3 clusters Score -162224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -162230.312500 Penalty: 2414.979736
	Iteration 29Q: 3 clusters Score -162230.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -162233.250000 Penalty: 2414.979736
	Iteration 30Q: 3 clusters Score -162233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -162237.734375 Penalty: 2414.979736
	Iteration 31Q: 3 clusters Score -162237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162238.640625 Penalty: 2414.979736
	Iteration 32Q: 3 clusters Score -162238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162238.640625 Penalty: 2414.979736
	Iteration 33F: 3 clusters Score -162238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -167454.500000 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -167454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165475.828125 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -165475.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -165997.921875 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -165997.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -166178.562500 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -166178.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166292.890625 Penalty: 2448.624268
	Iteration 3F: 3 clusters Score -166292.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -166364.953125 Penalty: 2448.624268
	Iteration 4Q: 3 clusters Score -166365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -166418.703125 Penalty: 2448.624268
	Iteration 5Q: 3 clusters Score -166418.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166478.375000 Penalty: 2448.624268
	Iteration 6Q: 3 clusters Score -166478.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -166506.656250 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -166506.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -166531.734375 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -166531.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -166555.750000 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -166555.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166581.640625 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -166581.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -166613.671875 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -166613.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166653.578125 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -166653.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -166683.718750 Penalty: 2448.624268
	Iteration 13Q: 3 clusters Score -166683.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166711.484375 Penalty: 2448.624268
	Iteration 14Q: 3 clusters Score -166711.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166732.390625 Penalty: 2448.624268
	Iteration 15Q: 3 clusters Score -166732.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166750.343750 Penalty: 2448.624268
	Iteration 16Q: 3 clusters Score -166750.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -166765.484375 Penalty: 2448.624268
	Iteration 17Q: 3 clusters Score -166765.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -166785.390625 Penalty: 2448.624268
	Iteration 18Q: 3 clusters Score -166785.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -166802.187500 Penalty: 2448.624268
	Iteration 19Q: 3 clusters Score -166802.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -166817.343750 Penalty: 2448.624268
	Iteration 20F: 3 clusters Score -166817.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -166836.625000 Penalty: 2448.624268
	Iteration 21Q: 3 clusters Score -166836.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166853.500000 Penalty: 2448.624268
	Iteration 22Q: 3 clusters Score -166853.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -166873.234375 Penalty: 2448.624268
	Iteration 23Q: 3 clusters Score -166873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -166887.765625 Penalty: 2448.624268
	Iteration 24Q: 3 clusters Score -166887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166904.296875 Penalty: 2448.624268
	Iteration 25Q: 3 clusters Score -166904.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -166920.375000 Penalty: 2448.624268
	Iteration 26Q: 3 clusters Score -166920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -166932.671875 Penalty: 2448.624268
	Iteration 27Q: 3 clusters Score -166932.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166953.437500 Penalty: 2448.624268
	Iteration 28Q: 3 clusters Score -166953.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166974.234375 Penalty: 2448.624268
	Iteration 29Q: 3 clusters Score -166974.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166991.500000 Penalty: 2448.624268
	Iteration 30Q: 3 clusters Score -166991.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -167009.265625 Penalty: 2448.624268
	Iteration 31Q: 3 clusters Score -167009.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -167026.531250 Penalty: 2448.624268
	Iteration 32Q: 3 clusters Score -167026.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -167042.890625 Penalty: 2448.624268
	Iteration 33Q: 3 clusters Score -167042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -167053.453125 Penalty: 2448.624268
	Iteration 34Q: 3 clusters Score -167053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -167058.187500 Penalty: 2448.624268
	Iteration 35Q: 3 clusters Score -167058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -167060.125000 Penalty: 2448.624268
	Iteration 36Q: 3 clusters Score -167060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -167061.109375 Penalty: 2448.624268
	Iteration 37Q: 3 clusters Score -167061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -167061.453125 Penalty: 2448.624268
	Iteration 38Q: 3 clusters Score -167061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -167061.812500 Penalty: 2448.624268
	Iteration 39Q: 3 clusters Score -167061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -167062.281250 Penalty: 2448.624268
	Iteration 40F: 3 clusters Score -167062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -167062.609375 Penalty: 2448.624268
	Iteration 41Q: 3 clusters Score -167062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -167063.062500 Penalty: 2448.624268
	Iteration 42Q: 3 clusters Score -167063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -167063.250000 Penalty: 2448.624268
	Iteration 43Q: 3 clusters Score -167063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -167063.250000 Penalty: 2448.624268
	Iteration 44F: 3 clusters Score -167063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -267235.343750 Penalty: 1287.602905
	Iteration 0F: 2 clusters Score -267235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -264670.312500 Penalty: 2575.205811
	Iteration 0F: 3 clusters Score -264670.3 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -265324.187500 Penalty: 2575.205811
	Iteration 1F: 3 clusters Score -265324.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -265614.562500 Penalty: 2575.205811
	Iteration 2F: 3 clusters Score -265614.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -265874.875000 Penalty: 2575.205811
	Iteration 3F: 3 clusters Score -265874.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -266134.968750 Penalty: 2575.205811
	Iteration 4F: 3 clusters Score -266135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -266405.531250 Penalty: 2575.205811
	Iteration 5F: 3 clusters Score -266405.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -266665.875000 Penalty: 2575.205811
	Iteration 6F: 3 clusters Score -266665.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -266838.437500 Penalty: 2575.205811
	Iteration 7Q: 3 clusters Score -266838.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -266950.656250 Penalty: 2575.205811
	Iteration 8Q: 3 clusters Score -266950.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266999.531250 Penalty: 2575.205811
	Iteration 9Q: 3 clusters Score -266999.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267033.968750 Penalty: 2575.205811
	Iteration 10Q: 3 clusters Score -267034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -267066.312500 Penalty: 2575.205811
	Iteration 11Q: 3 clusters Score -267066.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -267083.687500 Penalty: 2575.205811
	Iteration 12Q: 3 clusters Score -267083.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267098.812500 Penalty: 2575.205811
	Iteration 13Q: 3 clusters Score -267098.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267109.593750 Penalty: 2575.205811
	Iteration 14Q: 3 clusters Score -267109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -267114.468750 Penalty: 2575.205811
	Iteration 15Q: 3 clusters Score -267114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -267118.000000 Penalty: 2575.205811
	Iteration 16Q: 3 clusters Score -267118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267118.531250 Penalty: 2575.205811
	Iteration 17Q: 3 clusters Score -267118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267118.531250 Penalty: 2575.205811
	Iteration 18F: 3 clusters Score -267118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -487898.187500 Penalty: 1383.261963
	Iteration 0F: 2 clusters Score -487898.2 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 2472 members 
Entering Unmasked Estep 
Score: -483933.500000 Penalty: 2766.523926
	Iteration 0F: 3 clusters Score -483933.5 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -485079.406250 Penalty: 2766.523926
	Iteration 1F: 3 clusters Score -485079.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -485314.031250 Penalty: 2766.523926
	Iteration 2F: 3 clusters Score -485314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -485512.750000 Penalty: 2766.523926
	Iteration 3F: 3 clusters Score -485512.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -485687.500000 Penalty: 2766.523926
	Iteration 4F: 3 clusters Score -485687.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -485821.500000 Penalty: 2766.523926
	Iteration 5Q: 3 clusters Score -485821.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -485969.625000 Penalty: 2766.523926
	Iteration 6Q: 3 clusters Score -485969.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -486134.593750 Penalty: 2766.523926
	Iteration 7Q: 3 clusters Score -486134.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -486287.968750 Penalty: 2766.523926
	Iteration 8Q: 3 clusters Score -486288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -486427.937500 Penalty: 2766.523926
	Iteration 9Q: 3 clusters Score -486427.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -486564.781250 Penalty: 2766.523926
	Iteration 10Q: 3 clusters Score -486564.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -486665.937500 Penalty: 2766.523926
	Iteration 11Q: 3 clusters Score -486665.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -486732.937500 Penalty: 2766.523926
	Iteration 12Q: 3 clusters Score -486732.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -486796.000000 Penalty: 2766.523926
	Iteration 13Q: 3 clusters Score -486796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -486840.531250 Penalty: 2766.523926
	Iteration 14Q: 3 clusters Score -486840.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -486880.250000 Penalty: 2766.523926
	Iteration 15Q: 3 clusters Score -486880.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -486921.343750 Penalty: 2766.523926
	Iteration 16Q: 3 clusters Score -486921.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -486957.718750 Penalty: 2766.523926
	Iteration 17Q: 3 clusters Score -486957.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -486993.000000 Penalty: 2766.523926
	Iteration 18Q: 3 clusters Score -486993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -487047.968750 Penalty: 2766.523926
	Iteration 19Q: 3 clusters Score -487048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -487118.375000 Penalty: 2766.523926
	Iteration 20F: 3 clusters Score -487118.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -487179.593750 Penalty: 2766.523926
	Iteration 21Q: 3 clusters Score -487179.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -487219.281250 Penalty: 2766.523926
	Iteration 22Q: 3 clusters Score -487219.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -487239.875000 Penalty: 2766.523926
	Iteration 23Q: 3 clusters Score -487239.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -487251.593750 Penalty: 2766.523926
	Iteration 24Q: 3 clusters Score -487251.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -487260.906250 Penalty: 2766.523926
	Iteration 25Q: 3 clusters Score -487260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -487263.656250 Penalty: 2766.523926
	Iteration 26Q: 3 clusters Score -487263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487265.687500 Penalty: 2766.523926
	Iteration 27Q: 3 clusters Score -487265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -487268.312500 Penalty: 2766.523926
	Iteration 28Q: 3 clusters Score -487268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -487268.843750 Penalty: 2766.523926
	Iteration 29Q: 3 clusters Score -487268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -487268.781250 Penalty: 2766.523926
	Iteration 30Q: 3 clusters Score -487268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -487269.281250 Penalty: 2766.523926
	Iteration 31Q: 3 clusters Score -487269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -487270.343750 Penalty: 2766.523926
	Iteration 32Q: 3 clusters Score -487270.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -487271.031250 Penalty: 2766.523926
	Iteration 33Q: 3 clusters Score -487271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -487272.000000 Penalty: 2766.523926
	Iteration 34Q: 3 clusters Score -487272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -487272.187500 Penalty: 2766.523926
	Iteration 35Q: 3 clusters Score -487272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -487272.187500 Penalty: 2766.523926
	Iteration 36F: 3 clusters Score -487272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Entering Unmasked Estep 
Score: -705222.312500 Penalty: 1436.711914
	Iteration 0F: 2 clusters Score -705222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -699996.500000 Penalty: 2873.423828
	Iteration 0F: 3 clusters Score -699996.5 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -701553.062500 Penalty: 2873.423828
	Iteration 1F: 3 clusters Score -701553.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -701754.937500 Penalty: 2873.423828
	Iteration 2F: 3 clusters Score -701754.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -701881.750000 Penalty: 2873.423828
	Iteration 3Q: 3 clusters Score -701881.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -702001.687500 Penalty: 2873.423828
	Iteration 4Q: 3 clusters Score -702001.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -702136.187500 Penalty: 2873.423828
	Iteration 5Q: 3 clusters Score -702136.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -702350.812500 Penalty: 2873.423828
	Iteration 6Q: 3 clusters Score -702350.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -702617.187500 Penalty: 2873.423828
	Iteration 7Q: 3 clusters Score -702617.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -702908.500000 Penalty: 2873.423828
	Iteration 8F: 3 clusters Score -702908.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -703252.562500 Penalty: 2873.423828
	Iteration 9F: 3 clusters Score -703252.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -703569.187500 Penalty: 2873.423828
	Iteration 10F: 3 clusters Score -703569.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -703839.500000 Penalty: 2873.423828
	Iteration 11Q: 3 clusters Score -703839.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -704085.750000 Penalty: 2873.423828
	Iteration 12Q: 3 clusters Score -704085.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -704323.000000 Penalty: 2873.423828
	Iteration 13Q: 3 clusters Score -704323 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -704548.437500 Penalty: 2873.423828
	Iteration 14Q: 3 clusters Score -704548.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -704707.937500 Penalty: 2873.423828
	Iteration 15Q: 3 clusters Score -704707.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -704817.750000 Penalty: 2873.423828
	Iteration 16Q: 3 clusters Score -704817.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -704889.437500 Penalty: 2873.423828
	Iteration 17Q: 3 clusters Score -704889.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -704920.812500 Penalty: 2873.423828
	Iteration 18Q: 3 clusters Score -704920.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -704944.062500 Penalty: 2873.423828
	Iteration 19Q: 3 clusters Score -704944.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -704958.500000 Penalty: 2873.423828
	Iteration 20F: 3 clusters Score -704958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -704963.500000 Penalty: 2873.423828
	Iteration 21Q: 3 clusters Score -704963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -704967.687500 Penalty: 2873.423828
	Iteration 22Q: 3 clusters Score -704967.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -704969.937500 Penalty: 2873.423828
	Iteration 23Q: 3 clusters Score -704969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -704974.000000 Penalty: 2873.423828
	Iteration 24Q: 3 clusters Score -704974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -704976.375000 Penalty: 2873.423828
	Iteration 25Q: 3 clusters Score -704976.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -704981.625000 Penalty: 2873.423828
	Iteration 26Q: 3 clusters Score -704981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -704986.125000 Penalty: 2873.423828
	Iteration 27Q: 3 clusters Score -704986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -704986.000000 Penalty: 2873.423828
	Iteration 28Q: 3 clusters Score -704986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -704985.937500 Penalty: 2873.423828
	Iteration 29Q: 3 clusters Score -704985.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -704989.250000 Penalty: 2873.423828
	Iteration 30Q: 3 clusters Score -704989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -704990.687500 Penalty: 2873.423828
	Iteration 31Q: 3 clusters Score -704990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -704991.687500 Penalty: 2873.423828
	Iteration 32Q: 3 clusters Score -704991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -704992.750000 Penalty: 2873.423828
	Iteration 33Q: 3 clusters Score -704992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -704993.812500 Penalty: 2873.423828
	Iteration 34Q: 3 clusters Score -704993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -704994.625000 Penalty: 2873.423828
	Iteration 35Q: 3 clusters Score -704994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -704994.625000 Penalty: 2873.423828
	Iteration 36F: 3 clusters Score -704994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -269822.875000 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -269822.9 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 1323 members 
Entering Unmasked Estep 
Score: -267298.718750 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -267298.7 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -267944.718750 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -267944.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268118.031250 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -268118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268216.125000 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -268216.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -268292.500000 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -268292.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -268351.562500 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -268351.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -268401.812500 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -268401.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -268444.343750 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -268444.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -268482.687500 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -268482.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -268528.093750 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -268528.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -268562.125000 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -268562.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -268594.718750 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -268594.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -268622.593750 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -268622.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -268643.500000 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -268643.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -268664.250000 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -268664.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -268690.625000 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -268690.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -268710.781250 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -268710.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -268728.968750 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -268729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -268745.468750 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -268745.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -268763.281250 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -268763.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -268774.843750 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -268774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -268783.843750 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -268783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -268789.187500 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -268789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -268792.562500 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -268792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -268796.406250 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -268796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -268797.500000 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -268797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -268797.500000 Penalty: 2572.132080
	Iteration 26F: 3 clusters Score -268797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Entering Unmasked Estep 
Score: -1147463.125000 Penalty: 1516.079834
	Iteration 0F: 2 clusters Score -1147463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1139411.500000 Penalty: 3032.159668
	Iteration 0F: 3 clusters Score -1139412 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1142050.250000 Penalty: 3032.159668
	Iteration 1F: 3 clusters Score -1142050 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1142374.625000 Penalty: 3032.159668
	Iteration 2F: 3 clusters Score -1142375 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1142683.250000 Penalty: 3032.159668
	Iteration 3F: 3 clusters Score -1142683 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1142940.000000 Penalty: 3032.159668
	Iteration 4F: 3 clusters Score -1142940 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1143167.500000 Penalty: 3032.159668
	Iteration 5Q: 3 clusters Score -1143168 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1143367.000000 Penalty: 3032.159668
	Iteration 6Q: 3 clusters Score -1143367 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1143542.250000 Penalty: 3032.159668
	Iteration 7Q: 3 clusters Score -1143542 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1143697.875000 Penalty: 3032.159668
	Iteration 8Q: 3 clusters Score -1143698 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1143857.500000 Penalty: 3032.159668
	Iteration 9Q: 3 clusters Score -1143858 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1143996.250000 Penalty: 3032.159668
	Iteration 10Q: 3 clusters Score -1143996 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1144115.250000 Penalty: 3032.159668
	Iteration 11Q: 3 clusters Score -1144115 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1144217.125000 Penalty: 3032.159668
	Iteration 12Q: 3 clusters Score -1144217 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1144297.250000 Penalty: 3032.159668
	Iteration 13Q: 3 clusters Score -1144297 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1144376.125000 Penalty: 3032.159668
	Iteration 14Q: 3 clusters Score -1144376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1144458.875000 Penalty: 3032.159668
	Iteration 15Q: 3 clusters Score -1144459 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1144551.125000 Penalty: 3032.159668
	Iteration 16Q: 3 clusters Score -1144551 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1144655.625000 Penalty: 3032.159668
	Iteration 17Q: 3 clusters Score -1144656 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1144781.875000 Penalty: 3032.159668
	Iteration 18Q: 3 clusters Score -1144782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1144880.250000 Penalty: 3032.159668
	Iteration 19Q: 3 clusters Score -1144880 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1144986.750000 Penalty: 3032.159668
	Iteration 20F: 3 clusters Score -1144987 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1145119.250000 Penalty: 3032.159668
	Iteration 21Q: 3 clusters Score -1145119 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1145250.250000 Penalty: 3032.159668
	Iteration 22Q: 3 clusters Score -1145250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1145381.000000 Penalty: 3032.159668
	Iteration 23Q: 3 clusters Score -1145381 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1145484.625000 Penalty: 3032.159668
	Iteration 24Q: 3 clusters Score -1145485 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1145591.125000 Penalty: 3032.159668
	Iteration 25Q: 3 clusters Score -1145591 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1145700.000000 Penalty: 3032.159668
	Iteration 26Q: 3 clusters Score -1145700 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1145802.125000 Penalty: 3032.159668
	Iteration 27Q: 3 clusters Score -1145802 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1145890.875000 Penalty: 3032.159668
	Iteration 28Q: 3 clusters Score -1145891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1145955.875000 Penalty: 3032.159668
	Iteration 29Q: 3 clusters Score -1145956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1146010.000000 Penalty: 3032.159668
	Iteration 30Q: 3 clusters Score -1146010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1146054.500000 Penalty: 3032.159668
	Iteration 31Q: 3 clusters Score -1146054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1146090.125000 Penalty: 3032.159668
	Iteration 32Q: 3 clusters Score -1146090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1146118.000000 Penalty: 3032.159668
	Iteration 33Q: 3 clusters Score -1146118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1146140.000000 Penalty: 3032.159668
	Iteration 34Q: 3 clusters Score -1146140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1146162.875000 Penalty: 3032.159668
	Iteration 35Q: 3 clusters Score -1146163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1146188.375000 Penalty: 3032.159668
	Iteration 36Q: 3 clusters Score -1146188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1146204.000000 Penalty: 3032.159668
	Iteration 37Q: 3 clusters Score -1146204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1146214.625000 Penalty: 3032.159668
	Iteration 38Q: 3 clusters Score -1146215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1146228.750000 Penalty: 3032.159668
	Iteration 39Q: 3 clusters Score -1146229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1146243.750000 Penalty: 3032.159668
	Iteration 40F: 3 clusters Score -1146244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1146255.125000 Penalty: 3032.159668
	Iteration 41Q: 3 clusters Score -1146255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1146268.625000 Penalty: 3032.159668
	Iteration 42Q: 3 clusters Score -1146269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1146281.750000 Penalty: 3032.159668
	Iteration 43Q: 3 clusters Score -1146282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1146286.625000 Penalty: 3032.159668
	Iteration 44Q: 3 clusters Score -1146287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1146289.250000 Penalty: 3032.159668
	Iteration 45Q: 3 clusters Score -1146289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1146290.625000 Penalty: 3032.159668
	Iteration 46Q: 3 clusters Score -1146291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1146294.500000 Penalty: 3032.159668
	Iteration 47Q: 3 clusters Score -1146294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1146295.250000 Penalty: 3032.159668
	Iteration 48Q: 3 clusters Score -1146295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1146293.875000 Penalty: 3032.159668
	Iteration 49Q: 3 clusters Score -1146294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1146294.250000 Penalty: 3032.159668
	Iteration 50Q: 3 clusters Score -1146294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1146295.125000 Penalty: 3032.159668
	Iteration 51Q: 3 clusters Score -1146295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1146295.125000 Penalty: 3032.159668
	Iteration 52F: 3 clusters Score -1146295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -133892.875000 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -133892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132139.640625 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -132139.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -132807.828125 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -132807.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -133186.640625 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -133186.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -133494.265625 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -133494.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -133714.281250 Penalty: 2393.683594
	Iteration 4F: 3 clusters Score -133714.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -133876.531250 Penalty: 2393.683594
	Iteration 5F: 3 clusters Score -133876.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -133941.250000 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -133941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -133987.078125 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -133987.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -134032.156250 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -134032.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -134066.406250 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -134066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -134088.453125 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -134088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -134123.359375 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -134123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -134131.437500 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -134131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -134147.062500 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -134147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -134159.671875 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -134159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -134163.921875 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -134163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -134167.734375 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -134167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -134173.859375 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -134173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -134177.843750 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -134177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -134180.718750 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -134180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -134182.140625 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -134182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -134183.546875 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -134183.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -134183.546875 Penalty: 2393.683594
	Iteration 22F: 3 clusters Score -134183.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1422 members 
Mstep: Class 39 contains 1389 members 
Entering Unmasked Estep 
Score: -54941692.000000 Penalty: 83849.054688
Splitting cluster 36 changes total score from -54942236.000000 to -54941692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -206939.421875 Penalty: 1246.596191
	Iteration 0F: 2 clusters Score -206939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -204731.875000 Penalty: 2493.192383
	Iteration 0F: 3 clusters Score -204731.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -205259.703125 Penalty: 2493.192383
	Iteration 1F: 3 clusters Score -205259.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -205431.828125 Penalty: 2493.192383
	Iteration 2F: 3 clusters Score -205431.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -205594.671875 Penalty: 2493.192383
	Iteration 3F: 3 clusters Score -205594.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -205724.687500 Penalty: 2493.192383
	Iteration 4F: 3 clusters Score -205724.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -205855.000000 Penalty: 2493.192383
	Iteration 5Q: 3 clusters Score -205855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -205949.156250 Penalty: 2493.192383
	Iteration 6Q: 3 clusters Score -205949.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -206005.468750 Penalty: 2493.192383
	Iteration 7Q: 3 clusters Score -206005.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -206063.828125 Penalty: 2493.192383
	Iteration 8Q: 3 clusters Score -206063.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -206105.984375 Penalty: 2493.192383
	Iteration 9Q: 3 clusters Score -206106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -206157.703125 Penalty: 2493.192383
	Iteration 10Q: 3 clusters Score -206157.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -206196.046875 Penalty: 2493.192383
	Iteration 11Q: 3 clusters Score -206196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -206228.671875 Penalty: 2493.192383
	Iteration 12Q: 3 clusters Score -206228.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -206253.656250 Penalty: 2493.192383
	Iteration 13Q: 3 clusters Score -206253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -206277.500000 Penalty: 2493.192383
	Iteration 14Q: 3 clusters Score -206277.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -206311.359375 Penalty: 2493.192383
	Iteration 15Q: 3 clusters Score -206311.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -206351.515625 Penalty: 2493.192383
	Iteration 16Q: 3 clusters Score -206351.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -206376.046875 Penalty: 2493.192383
	Iteration 17Q: 3 clusters Score -206376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -206389.640625 Penalty: 2493.192383
	Iteration 18Q: 3 clusters Score -206389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -206402.484375 Penalty: 2493.192383
	Iteration 19Q: 3 clusters Score -206402.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -206409.765625 Penalty: 2493.192383
	Iteration 20F: 3 clusters Score -206409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -206413.593750 Penalty: 2493.192383
	Iteration 21Q: 3 clusters Score -206413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -206415.203125 Penalty: 2493.192383
	Iteration 22Q: 3 clusters Score -206415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -206416.484375 Penalty: 2493.192383
	Iteration 23Q: 3 clusters Score -206416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -206416.937500 Penalty: 2493.192383
	Iteration 24Q: 3 clusters Score -206416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -206416.937500 Penalty: 2493.192383
	Iteration 25F: 3 clusters Score -206416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9387 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4976 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942452.000000 Penalty: 81699.078125
Iteration 199Q: 39 clusters Score -5.494245e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30435 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40529 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27997 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8661 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 6789 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1871 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942592.000000 Penalty: 81699.078125
Iteration 200F: 39 clusters Score -5.494259e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10797 members 
Mstep: Class 4 contains 15453 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30432 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111179 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27998 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8638 members 
Mstep: Class 21 contains 19687 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 6809 members 
Mstep: Class 24 contains 7732 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1870 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4962 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942792.000000 Penalty: 81699.078125
Iteration 201Q: 39 clusters Score -5.494279e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 15447 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74349 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30429 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 111180 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 27999 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8623 members 
Mstep: Class 21 contains 19683 members 
Mstep: Class 22 contains 9396 members 
Mstep: Class 23 contains 6820 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 1979 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1870 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4946 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11268 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942816.000000 Penalty: 81699.078125
Iteration 202Q: 39 clusters Score -5.494282e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10707 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 15300 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30428 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 111178 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8610 members 
Mstep: Class 21 contains 19681 members 
Mstep: Class 22 contains 9396 members 
Mstep: Class 23 contains 6832 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 1980 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1874 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11270 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942812.000000 Penalty: 81699.078125
Iteration 203Q: 39 clusters Score -5.494281e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 15435 members 
Mstep: Class 5 contains 15298 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 111177 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 27998 members 
Mstep: Class 19 contains 2336 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 19674 members 
Mstep: Class 22 contains 9393 members 
Mstep: Class 23 contains 6855 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5407 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 30 contains 1873 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11269 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942792.000000 Penalty: 81699.078125
Iteration 204Q: 39 clusters Score -5.494279e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 15295 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 62837 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111176 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 27998 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 8596 members 
Mstep: Class 21 contains 19665 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 6881 members 
Mstep: Class 24 contains 7730 members 
Mstep: Class 25 contains 3938 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 22711 members 
Mstep: Class 28 contains 5401 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1876 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11269 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942808.000000 Penalty: 81699.078125
Iteration 205Q: 39 clusters Score -5.494281e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10652 members 
Mstep: Class 4 contains 15419 members 
Mstep: Class 5 contains 15292 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 62837 members 
Mstep: Class 12 contains 30421 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111175 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 28001 members 
Mstep: Class 19 contains 2338 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 19664 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 6897 members 
Mstep: Class 24 contains 7727 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1877 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11270 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942800.000000 Penalty: 81699.078125
Iteration 206Q: 39 clusters Score -5.49428e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10636 members 
Mstep: Class 4 contains 15417 members 
Mstep: Class 5 contains 15291 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 62837 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111173 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 21 contains 19657 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 6915 members 
Mstep: Class 24 contains 7727 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5393 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1875 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11271 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942812.000000 Penalty: 81699.078125
Iteration 207Q: 39 clusters Score -5.494281e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10625 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 62836 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111171 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 28003 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 19647 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 6929 members 
Mstep: Class 24 contains 7726 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 22709 members 
Mstep: Class 28 contains 5392 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1878 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4929 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942824.000000 Penalty: 81699.078125
Iteration 208Q: 39 clusters Score -5.494282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10619 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 15286 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 62836 members 
Mstep: Class 12 contains 30421 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111171 members 
Mstep: Class 15 contains 40527 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 28003 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 19643 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 6941 members 
Mstep: Class 24 contains 7726 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 22708 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1878 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4930 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11273 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942796.000000 Penalty: 81699.078125
Iteration 209Q: 39 clusters Score -5.49428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10611 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 15282 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 62837 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111170 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 8552 members 
Mstep: Class 21 contains 19636 members 
Mstep: Class 22 contains 9386 members 
Mstep: Class 23 contains 6952 members 
Mstep: Class 24 contains 7726 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 22708 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1880 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4930 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11271 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942908.000000 Penalty: 81699.078125
Iteration 210Q: 39 clusters Score -5.494291e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10598 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 15277 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74347 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111170 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 28008 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 8544 members 
Mstep: Class 21 contains 19636 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 7726 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 22709 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1880 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4931 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942944.000000 Penalty: 81699.078125
Iteration 211Q: 39 clusters Score -5.494294e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 15274 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 7 contains 13175 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74346 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111168 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 28010 members 
Mstep: Class 19 contains 2339 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 19638 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 6979 members 
Mstep: Class 24 contains 7724 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1880 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4931 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942932.000000 Penalty: 81699.078125
Iteration 212Q: 39 clusters Score -5.494293e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10574 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 15271 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 13176 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111167 members 
Mstep: Class 15 contains 40525 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 28013 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 19640 members 
Mstep: Class 22 contains 9390 members 
Mstep: Class 23 contains 6987 members 
Mstep: Class 24 contains 7723 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1988 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 30 contains 1877 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4930 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942992.000000 Penalty: 81699.078125
Iteration 213Q: 39 clusters Score -5.494299e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10564 members 
Mstep: Class 4 contains 15403 members 
Mstep: Class 5 contains 15269 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111166 members 
Mstep: Class 15 contains 40526 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 28014 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 19638 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 7722 members 
Mstep: Class 25 contains 3937 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5387 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 30 contains 1874 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4931 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 1522 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942996.000000 Penalty: 81699.078125
Iteration 214Q: 39 clusters Score -5.4943e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10561 members 
Mstep: Class 4 contains 15399 members 
Mstep: Class 5 contains 15266 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 62833 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111164 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 28015 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 8506 members 
Mstep: Class 21 contains 19635 members 
Mstep: Class 22 contains 9396 members 
Mstep: Class 23 contains 7006 members 
Mstep: Class 24 contains 7722 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 1991 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 30 contains 1876 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4931 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11271 members 
Mstep: Class 36 contains 1516 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943108.000000 Penalty: 81699.078125
Iteration 215Q: 39 clusters Score -5.494311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10558 members 
Mstep: Class 4 contains 15397 members 
Mstep: Class 5 contains 15264 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 62833 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111162 members 
Mstep: Class 15 contains 40529 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 28015 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 8500 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9398 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 7723 members 
Mstep: Class 25 contains 3943 members 
Mstep: Class 26 contains 1991 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 1686 members 
Mstep: Class 30 contains 1881 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4929 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11271 members 
Mstep: Class 36 contains 1508 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943104.000000 Penalty: 81699.078125
Iteration 216Q: 39 clusters Score -5.49431e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10555 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 15261 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 62833 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111162 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 28018 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 8494 members 
Mstep: Class 21 contains 19634 members 
Mstep: Class 22 contains 9397 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 7723 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 1991 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1887 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4930 members 
Mstep: Class 33 contains 6913 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 1501 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943188.000000 Penalty: 81699.078125
Iteration 217Q: 39 clusters Score -5.494319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 15391 members 
Mstep: Class 5 contains 15251 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111162 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4767 members 
Mstep: Class 18 contains 28021 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 8489 members 
Mstep: Class 21 contains 19634 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 7723 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 1992 members 
Mstep: Class 27 contains 22709 members 
Mstep: Class 28 contains 5392 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1890 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 1492 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943248.000000 Penalty: 81699.078125
Iteration 218Q: 39 clusters Score -5.494325e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10542 members 
Mstep: Class 4 contains 15391 members 
Mstep: Class 5 contains 15244 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111159 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 28025 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 7722 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 22709 members 
Mstep: Class 28 contains 5392 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1893 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 4928 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11276 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943380.000000 Penalty: 81699.078125
Iteration 219Q: 39 clusters Score -5.494338e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10538 members 
Mstep: Class 4 contains 15391 members 
Mstep: Class 5 contains 15239 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 13178 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111157 members 
Mstep: Class 15 contains 40529 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 28028 members 
Mstep: Class 19 contains 2345 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9397 members 
Mstep: Class 23 contains 7023 members 
Mstep: Class 24 contains 7722 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 1994 members 
Mstep: Class 27 contains 22708 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 11276 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 2147 members 
Mstep: Class 38 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943348.000000 Penalty: 81699.078125
Iteration 220F: 39 clusters Score -5.494335e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10535 members 
Mstep: Class 4 contains 15389 members 
Mstep: Class 5 contains 15236 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 13179 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111155 members 
Mstep: Class 15 contains 40528 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 4778 members 
Mstep: Class 18 contains 28032 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 7027 members 
Mstep: Class 24 contains 7722 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 22709 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 2758 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6914 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 2148 members 
Mstep: Class 38 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943452.000000 Penalty: 81699.078125
Iteration 221Q: 39 clusters Score -5.494345e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10534 members 
Mstep: Class 4 contains 15385 members 
Mstep: Class 5 contains 15231 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111155 members 
Mstep: Class 15 contains 40522 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 28036 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 8467 members 
Mstep: Class 21 contains 19631 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7722 members 
Mstep: Class 25 contains 3959 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 22708 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 2758 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11278 members 
Mstep: Class 36 contains 1401 members 
Mstep: Class 37 contains 2149 members 
Mstep: Class 38 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943404.000000 Penalty: 81699.078125
Iteration 222Q: 39 clusters Score -5.49434e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10533 members 
Mstep: Class 4 contains 15385 members 
Mstep: Class 5 contains 15227 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 111152 members 
Mstep: Class 15 contains 40518 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 28052 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 19630 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 7046 members 
Mstep: Class 24 contains 7723 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 22705 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1379 members 
Mstep: Class 37 contains 2149 members 
Mstep: Class 38 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943564.000000 Penalty: 81699.078125
Iteration 223Q: 39 clusters Score -5.494356e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 10529 members 
Mstep: Class 4 contains 15385 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 111148 members 
Mstep: Class 15 contains 40513 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 4783 members 
Mstep: Class 18 contains 28067 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 8458 members 
Mstep: Class 21 contains 19631 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 7724 members 
Mstep: Class 25 contains 3957 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 22705 members 
Mstep: Class 28 contains 5392 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1913 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1367 members 
Mstep: Class 37 contains 2153 members 
Mstep: Class 38 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943600.000000 Penalty: 81699.078125
Iteration 224Q: 39 clusters Score -5.49436e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 10526 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 15215 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74345 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62827 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1763 members 
Mstep: Class 14 contains 111146 members 
Mstep: Class 15 contains 40514 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 28088 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 7724 members 
Mstep: Class 25 contains 3956 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 22704 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 6917 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11280 members 
Mstep: Class 36 contains 1346 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943640.000000 Penalty: 81699.078125
Iteration 225Q: 39 clusters Score -5.494364e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10524 members 
Mstep: Class 4 contains 15378 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74344 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62826 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111144 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 4789 members 
Mstep: Class 18 contains 28101 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 8451 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 7726 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 22704 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1329 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943608.000000 Penalty: 81699.078125
Iteration 226Q: 39 clusters Score -5.494361e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10520 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 15207 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 74341 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62826 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111136 members 
Mstep: Class 15 contains 40514 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 28117 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2000 members 
Mstep: Class 27 contains 22704 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6919 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1322 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943672.000000 Penalty: 81699.078125
Iteration 227Q: 39 clusters Score -5.494367e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10518 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 15205 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 74339 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62823 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111130 members 
Mstep: Class 15 contains 40517 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 8444 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 22703 members 
Mstep: Class 28 contains 5388 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1886 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6920 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1310 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943664.000000 Penalty: 81699.078125
Iteration 228Q: 39 clusters Score -5.494366e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10516 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 74335 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62820 members 
Mstep: Class 12 contains 30426 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111125 members 
Mstep: Class 15 contains 40520 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 28137 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 8441 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 2004 members 
Mstep: Class 27 contains 22703 members 
Mstep: Class 28 contains 5386 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1887 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 6921 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1296 members 
Mstep: Class 37 contains 2156 members 
Mstep: Class 38 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943672.000000 Penalty: 81699.078125
Iteration 229Q: 39 clusters Score -5.494367e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10516 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74333 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62818 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111120 members 
Mstep: Class 15 contains 40523 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 28143 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 8441 members 
Mstep: Class 21 contains 19628 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 22702 members 
Mstep: Class 28 contains 5383 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1893 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6924 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1283 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943736.000000 Penalty: 81699.078125
Iteration 230Q: 39 clusters Score -5.494374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10514 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 15196 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 74332 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62817 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111119 members 
Mstep: Class 15 contains 40524 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4776 members 
Mstep: Class 18 contains 28150 members 
Mstep: Class 19 contains 2356 members 
Mstep: Class 20 contains 8440 members 
Mstep: Class 21 contains 19622 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 22700 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6925 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943768.000000 Penalty: 81699.078125
Iteration 231Q: 39 clusters Score -5.494377e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10513 members 
Mstep: Class 4 contains 15371 members 
Mstep: Class 5 contains 15191 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 74332 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62815 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111116 members 
Mstep: Class 15 contains 40524 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4776 members 
Mstep: Class 18 contains 28159 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 7731 members 
Mstep: Class 25 contains 3950 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 22700 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6927 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11278 members 
Mstep: Class 36 contains 1250 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943756.000000 Penalty: 81699.078125
Iteration 232Q: 39 clusters Score -5.494376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10510 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 15187 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62811 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111113 members 
Mstep: Class 15 contains 40522 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 4774 members 
Mstep: Class 18 contains 28168 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 19612 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 7730 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 2006 members 
Mstep: Class 27 contains 22700 members 
Mstep: Class 28 contains 5379 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11278 members 
Mstep: Class 36 contains 1236 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943824.000000 Penalty: 81699.078125
Iteration 233Q: 39 clusters Score -5.494382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 15187 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62812 members 
Mstep: Class 12 contains 30421 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111112 members 
Mstep: Class 15 contains 40521 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 28172 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 8438 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 7139 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 22699 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11277 members 
Mstep: Class 36 contains 1226 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943908.000000 Penalty: 81699.078125
Iteration 234Q: 39 clusters Score -5.494391e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10502 members 
Mstep: Class 4 contains 15372 members 
Mstep: Class 5 contains 15187 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62813 members 
Mstep: Class 12 contains 30419 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111113 members 
Mstep: Class 15 contains 40516 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 4778 members 
Mstep: Class 18 contains 28175 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 8438 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 7147 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3949 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 22697 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 2758 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6931 members 
Mstep: Class 34 contains 2741 members 
Mstep: Class 35 contains 11276 members 
Mstep: Class 36 contains 1216 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943848.000000 Penalty: 81699.078125
Iteration 235Q: 39 clusters Score -5.494385e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 15371 members 
Mstep: Class 5 contains 15186 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62816 members 
Mstep: Class 12 contains 30418 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111114 members 
Mstep: Class 15 contains 40513 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 28173 members 
Mstep: Class 19 contains 2357 members 
Mstep: Class 20 contains 8438 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 22 contains 9405 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3948 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 22696 members 
Mstep: Class 28 contains 5373 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11275 members 
Mstep: Class 36 contains 1209 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943776.000000 Penalty: 81699.078125
Iteration 236Q: 39 clusters Score -5.494378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 15371 members 
Mstep: Class 5 contains 15186 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62815 members 
Mstep: Class 12 contains 30418 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111112 members 
Mstep: Class 15 contains 40512 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4790 members 
Mstep: Class 18 contains 28176 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 8437 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 22 contains 9406 members 
Mstep: Class 23 contains 7157 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 22694 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2756 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 6934 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943776.000000 Penalty: 81699.078125
Iteration 237Q: 39 clusters Score -5.494378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10492 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15186 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62815 members 
Mstep: Class 12 contains 30419 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 111111 members 
Mstep: Class 15 contains 40512 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 28174 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9407 members 
Mstep: Class 23 contains 7163 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 22694 members 
Mstep: Class 28 contains 5374 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11273 members 
Mstep: Class 36 contains 1186 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943836.000000 Penalty: 81699.078125
Iteration 238Q: 39 clusters Score -5.494384e+07 nChanged 49
Entering ConstructFrom: 
Score: -54943836.000000 Penalty: 81699.078125
Entering ConstructFrom: 
Trying to split cluster 1 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -618135.312500 Penalty: 1421.160400
	Iteration 0F: 2 clusters Score -618135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -613311.500000 Penalty: 2842.320801
	Iteration 0F: 3 clusters Score -613311.5 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -614760.812500 Penalty: 2842.320801
	Iteration 1F: 3 clusters Score -614760.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -615011.500000 Penalty: 2842.320801
	Iteration 2F: 3 clusters Score -615011.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -615263.375000 Penalty: 2842.320801
	Iteration 3F: 3 clusters Score -615263.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -615459.812500 Penalty: 2842.320801
	Iteration 4F: 3 clusters Score -615459.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -615723.750000 Penalty: 2842.320801
	Iteration 5Q: 3 clusters Score -615723.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -616057.437500 Penalty: 2842.320801
	Iteration 6F: 3 clusters Score -616057.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -616370.250000 Penalty: 2842.320801
	Iteration 7Q: 3 clusters Score -616370.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -616578.875000 Penalty: 2842.320801
	Iteration 8Q: 3 clusters Score -616578.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -616746.812500 Penalty: 2842.320801
	Iteration 9Q: 3 clusters Score -616746.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -616903.687500 Penalty: 2842.320801
	Iteration 10Q: 3 clusters Score -616903.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -617039.437500 Penalty: 2842.320801
	Iteration 11Q: 3 clusters Score -617039.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -617149.000000 Penalty: 2842.320801
	Iteration 12Q: 3 clusters Score -617149 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -617261.750000 Penalty: 2842.320801
	Iteration 13Q: 3 clusters Score -617261.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -617405.125000 Penalty: 2842.320801
	Iteration 14Q: 3 clusters Score -617405.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -617537.000000 Penalty: 2842.320801
	Iteration 15Q: 3 clusters Score -617537 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -617683.625000 Penalty: 2842.320801
	Iteration 16Q: 3 clusters Score -617683.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -617810.812500 Penalty: 2842.320801
	Iteration 17Q: 3 clusters Score -617810.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -617945.375000 Penalty: 2842.320801
	Iteration 18Q: 3 clusters Score -617945.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -618038.812500 Penalty: 2842.320801
	Iteration 19Q: 3 clusters Score -618038.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -618136.062500 Penalty: 2842.320801
	Iteration 20F: 3 clusters Score -618136.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -618207.375000 Penalty: 2842.320801
	Iteration 21Q: 3 clusters Score -618207.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -618254.812500 Penalty: 2842.320801
	Iteration 22Q: 3 clusters Score -618254.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -618292.437500 Penalty: 2842.320801
	Iteration 23Q: 3 clusters Score -618292.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -618312.812500 Penalty: 2842.320801
	Iteration 24Q: 3 clusters Score -618312.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -618325.000000 Penalty: 2842.320801
	Iteration 25Q: 3 clusters Score -618325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -618332.250000 Penalty: 2842.320801
	Iteration 26Q: 3 clusters Score -618332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -618337.812500 Penalty: 2842.320801
	Iteration 27Q: 3 clusters Score -618337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -618342.750000 Penalty: 2842.320801
	Iteration 28Q: 3 clusters Score -618342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -618345.750000 Penalty: 2842.320801
	Iteration 29Q: 3 clusters Score -618345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -618345.000000 Penalty: 2842.320801
	Iteration 30Q: 3 clusters Score -618345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -618347.312500 Penalty: 2842.320801
	Iteration 31Q: 3 clusters Score -618347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -618347.500000 Penalty: 2842.320801
	Iteration 32Q: 3 clusters Score -618347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -618348.250000 Penalty: 2842.320801
	Iteration 33Q: 3 clusters Score -618348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -618348.937500 Penalty: 2842.320801
	Iteration 34Q: 3 clusters Score -618348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -618350.125000 Penalty: 2842.320801
	Iteration 35Q: 3 clusters Score -618350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -618350.125000 Penalty: 2842.320801
	Iteration 36F: 3 clusters Score -618350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111109 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 28181 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7166 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1943 members 
Mstep: Class 39 contains 1855 members 
Entering Unmasked Estep 
Score: -54943164.000000 Penalty: 83849.054688
Splitting cluster 1 changes total score from -54943836.000000 to -54943164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -522436.625000 Penalty: 1386.335083
	Iteration 0F: 2 clusters Score -522436.6 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 2530 members 
Entering Unmasked Estep 
Score: -518483.906250 Penalty: 2772.670166
	Iteration 0F: 3 clusters Score -518483.9 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -519705.687500 Penalty: 2772.670166
	Iteration 1F: 3 clusters Score -519705.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -519936.937500 Penalty: 2772.670166
	Iteration 2F: 3 clusters Score -519936.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -520108.000000 Penalty: 2772.670166
	Iteration 3F: 3 clusters Score -520108 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -520263.062500 Penalty: 2772.670166
	Iteration 4Q: 3 clusters Score -520263.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -520401.625000 Penalty: 2772.670166
	Iteration 5Q: 3 clusters Score -520401.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -520506.812500 Penalty: 2772.670166
	Iteration 6Q: 3 clusters Score -520506.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -520591.500000 Penalty: 2772.670166
	Iteration 7Q: 3 clusters Score -520591.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -520667.187500 Penalty: 2772.670166
	Iteration 8Q: 3 clusters Score -520667.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -520738.875000 Penalty: 2772.670166
	Iteration 9Q: 3 clusters Score -520738.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -520793.656250 Penalty: 2772.670166
	Iteration 10Q: 3 clusters Score -520793.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -520844.406250 Penalty: 2772.670166
	Iteration 11Q: 3 clusters Score -520844.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -520890.125000 Penalty: 2772.670166
	Iteration 12Q: 3 clusters Score -520890.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -520942.031250 Penalty: 2772.670166
	Iteration 13Q: 3 clusters Score -520942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -520992.718750 Penalty: 2772.670166
	Iteration 14Q: 3 clusters Score -520992.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -521047.343750 Penalty: 2772.670166
	Iteration 15Q: 3 clusters Score -521047.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -521081.218750 Penalty: 2772.670166
	Iteration 16Q: 3 clusters Score -521081.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -521124.437500 Penalty: 2772.670166
	Iteration 17Q: 3 clusters Score -521124.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -521191.875000 Penalty: 2772.670166
	Iteration 18Q: 3 clusters Score -521191.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -521246.062500 Penalty: 2772.670166
	Iteration 19Q: 3 clusters Score -521246.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -521273.156250 Penalty: 2772.670166
	Iteration 20F: 3 clusters Score -521273.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -521295.437500 Penalty: 2772.670166
	Iteration 21Q: 3 clusters Score -521295.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -521309.812500 Penalty: 2772.670166
	Iteration 22Q: 3 clusters Score -521309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -521320.031250 Penalty: 2772.670166
	Iteration 23Q: 3 clusters Score -521320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -521332.593750 Penalty: 2772.670166
	Iteration 24Q: 3 clusters Score -521332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -521342.156250 Penalty: 2772.670166
	Iteration 25Q: 3 clusters Score -521342.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -521358.375000 Penalty: 2772.670166
	Iteration 26Q: 3 clusters Score -521358.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -521376.906250 Penalty: 2772.670166
	Iteration 27Q: 3 clusters Score -521376.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -521393.031250 Penalty: 2772.670166
	Iteration 28Q: 3 clusters Score -521393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -521407.750000 Penalty: 2772.670166
	Iteration 29Q: 3 clusters Score -521407.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -521414.656250 Penalty: 2772.670166
	Iteration 30Q: 3 clusters Score -521414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -521416.812500 Penalty: 2772.670166
	Iteration 31Q: 3 clusters Score -521416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -521418.812500 Penalty: 2772.670166
	Iteration 32Q: 3 clusters Score -521418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -521423.000000 Penalty: 2772.670166
	Iteration 33Q: 3 clusters Score -521423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -521425.468750 Penalty: 2772.670166
	Iteration 34Q: 3 clusters Score -521425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -521428.343750 Penalty: 2772.670166
	Iteration 35Q: 3 clusters Score -521428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -521433.718750 Penalty: 2772.670166
	Iteration 36Q: 3 clusters Score -521433.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -521444.187500 Penalty: 2772.670166
	Iteration 37Q: 3 clusters Score -521444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -521451.625000 Penalty: 2772.670166
	Iteration 38Q: 3 clusters Score -521451.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -521458.781250 Penalty: 2772.670166
	Iteration 39Q: 3 clusters Score -521458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -521463.156250 Penalty: 2772.670166
	Iteration 40F: 3 clusters Score -521463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -521464.968750 Penalty: 2772.670166
	Iteration 41Q: 3 clusters Score -521465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -521465.187500 Penalty: 2772.670166
	Iteration 42Q: 3 clusters Score -521465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -521465.343750 Penalty: 2772.670166
	Iteration 43Q: 3 clusters Score -521465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -521465.343750 Penalty: 2772.670166
	Iteration 44F: 3 clusters Score -521465.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Entering Unmasked Estep 
Score: -1062291.750000 Penalty: 1504.422852
	Iteration 0F: 2 clusters Score -1062292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1054834.750000 Penalty: 3008.845703
	Iteration 0F: 3 clusters Score -1054835 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1057335.125000 Penalty: 3008.845703
	Iteration 1F: 3 clusters Score -1057335 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1057752.125000 Penalty: 3008.845703
	Iteration 2F: 3 clusters Score -1057752 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1058167.375000 Penalty: 3008.845703
	Iteration 3F: 3 clusters Score -1058167 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1058569.000000 Penalty: 3008.845703
	Iteration 4F: 3 clusters Score -1058569 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1058997.375000 Penalty: 3008.845703
	Iteration 5F: 3 clusters Score -1058997 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1059409.000000 Penalty: 3008.845703
	Iteration 6F: 3 clusters Score -1059409 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1059778.000000 Penalty: 3008.845703
	Iteration 7Q: 3 clusters Score -1059778 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1060123.250000 Penalty: 3008.845703
	Iteration 8Q: 3 clusters Score -1060123 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1060390.750000 Penalty: 3008.845703
	Iteration 9Q: 3 clusters Score -1060391 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1060552.000000 Penalty: 3008.845703
	Iteration 10Q: 3 clusters Score -1060552 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1060649.375000 Penalty: 3008.845703
	Iteration 11Q: 3 clusters Score -1060649 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1060721.500000 Penalty: 3008.845703
	Iteration 12Q: 3 clusters Score -1060722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1060786.500000 Penalty: 3008.845703
	Iteration 13Q: 3 clusters Score -1060786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1060833.875000 Penalty: 3008.845703
	Iteration 14Q: 3 clusters Score -1060834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1060867.250000 Penalty: 3008.845703
	Iteration 15Q: 3 clusters Score -1060867 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1060899.375000 Penalty: 3008.845703
	Iteration 16Q: 3 clusters Score -1060899 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1060930.000000 Penalty: 3008.845703
	Iteration 17Q: 3 clusters Score -1060930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1060948.125000 Penalty: 3008.845703
	Iteration 18Q: 3 clusters Score -1060948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1060969.625000 Penalty: 3008.845703
	Iteration 19Q: 3 clusters Score -1060970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1060979.750000 Penalty: 3008.845703
	Iteration 20F: 3 clusters Score -1060980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1060988.375000 Penalty: 3008.845703
	Iteration 21Q: 3 clusters Score -1060988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1060994.125000 Penalty: 3008.845703
	Iteration 22Q: 3 clusters Score -1060994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1061003.000000 Penalty: 3008.845703
	Iteration 23Q: 3 clusters Score -1061003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1061005.750000 Penalty: 3008.845703
	Iteration 24Q: 3 clusters Score -1061006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1061015.125000 Penalty: 3008.845703
	Iteration 25Q: 3 clusters Score -1061015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1061014.875000 Penalty: 3008.845703
	Iteration 26Q: 3 clusters Score -1061015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1061019.375000 Penalty: 3008.845703
	Iteration 27Q: 3 clusters Score -1061019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1061020.500000 Penalty: 3008.845703
	Iteration 28Q: 3 clusters Score -1061020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1061025.625000 Penalty: 3008.845703
	Iteration 29Q: 3 clusters Score -1061026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1061033.375000 Penalty: 3008.845703
	Iteration 30Q: 3 clusters Score -1061033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1061040.750000 Penalty: 3008.845703
	Iteration 31Q: 3 clusters Score -1061041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1061045.750000 Penalty: 3008.845703
	Iteration 32Q: 3 clusters Score -1061046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1061047.125000 Penalty: 3008.845703
	Iteration 33Q: 3 clusters Score -1061047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1061050.500000 Penalty: 3008.845703
	Iteration 34Q: 3 clusters Score -1061050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1061057.625000 Penalty: 3008.845703
	Iteration 35Q: 3 clusters Score -1061058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1061060.000000 Penalty: 3008.845703
	Iteration 36Q: 3 clusters Score -1061060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1061065.250000 Penalty: 3008.845703
	Iteration 37Q: 3 clusters Score -1061065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1061073.125000 Penalty: 3008.845703
	Iteration 38Q: 3 clusters Score -1061073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1061076.125000 Penalty: 3008.845703
	Iteration 39Q: 3 clusters Score -1061076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1061082.625000 Penalty: 3008.845703
	Iteration 40F: 3 clusters Score -1061083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1061089.250000 Penalty: 3008.845703
	Iteration 41Q: 3 clusters Score -1061089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1061095.125000 Penalty: 3008.845703
	Iteration 42Q: 3 clusters Score -1061095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1061102.625000 Penalty: 3008.845703
	Iteration 43Q: 3 clusters Score -1061103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1061112.375000 Penalty: 3008.845703
	Iteration 44Q: 3 clusters Score -1061112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1061123.625000 Penalty: 3008.845703
	Iteration 45Q: 3 clusters Score -1061124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1061141.375000 Penalty: 3008.845703
	Iteration 46Q: 3 clusters Score -1061141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1061152.375000 Penalty: 3008.845703
	Iteration 47Q: 3 clusters Score -1061152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1061167.250000 Penalty: 3008.845703
	Iteration 48Q: 3 clusters Score -1061167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1061182.125000 Penalty: 3008.845703
	Iteration 49Q: 3 clusters Score -1061182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1061189.625000 Penalty: 3008.845703
	Iteration 50Q: 3 clusters Score -1061190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1061200.625000 Penalty: 3008.845703
	Iteration 51Q: 3 clusters Score -1061201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1061207.250000 Penalty: 3008.845703
	Iteration 52Q: 3 clusters Score -1061207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1061215.250000 Penalty: 3008.845703
	Iteration 53Q: 3 clusters Score -1061215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1061223.500000 Penalty: 3008.845703
	Iteration 54Q: 3 clusters Score -1061224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1061234.000000 Penalty: 3008.845703
	Iteration 55Q: 3 clusters Score -1061234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1061240.875000 Penalty: 3008.845703
	Iteration 56Q: 3 clusters Score -1061241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1061248.250000 Penalty: 3008.845703
	Iteration 57Q: 3 clusters Score -1061248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1061255.000000 Penalty: 3008.845703
	Iteration 58Q: 3 clusters Score -1061255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1061259.875000 Penalty: 3008.845703
	Iteration 59Q: 3 clusters Score -1061260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1061265.375000 Penalty: 3008.845703
	Iteration 60F: 3 clusters Score -1061265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1061270.750000 Penalty: 3008.845703
	Iteration 61Q: 3 clusters Score -1061271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1061272.500000 Penalty: 3008.845703
	Iteration 62Q: 3 clusters Score -1061272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1061274.875000 Penalty: 3008.845703
	Iteration 63Q: 3 clusters Score -1061275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1061278.250000 Penalty: 3008.845703
	Iteration 64Q: 3 clusters Score -1061278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5311 members 
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Mstep: Class 1 contains 5333 members 
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Mstep: Class 1 contains 5430 members 
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Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1061850.625000 Penalty: 3008.845703
	Iteration 158Q: 3 clusters Score -1061851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1061852.500000 Penalty: 3008.845703
	Iteration 159Q: 3 clusters Score -1061852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1061856.250000 Penalty: 3008.845703
	Iteration 160F: 3 clusters Score -1061856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1061861.375000 Penalty: 3008.845703
	Iteration 161Q: 3 clusters Score -1061861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1061864.375000 Penalty: 3008.845703
	Iteration 162Q: 3 clusters Score -1061864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1061869.375000 Penalty: 3008.845703
	Iteration 163Q: 3 clusters Score -1061869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1061871.375000 Penalty: 3008.845703
	Iteration 164Q: 3 clusters Score -1061871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1061873.500000 Penalty: 3008.845703
	Iteration 165Q: 3 clusters Score -1061874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1061875.250000 Penalty: 3008.845703
	Iteration 166Q: 3 clusters Score -1061875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1061880.250000 Penalty: 3008.845703
	Iteration 167Q: 3 clusters Score -1061880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1061879.250000 Penalty: 3008.845703
	Iteration 168Q: 3 clusters Score -1061879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1061878.250000 Penalty: 3008.845703
	Iteration 169Q: 3 clusters Score -1061878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1061883.125000 Penalty: 3008.845703
	Iteration 170Q: 3 clusters Score -1061883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1061882.375000 Penalty: 3008.845703
	Iteration 171Q: 3 clusters Score -1061882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1061882.250000 Penalty: 3008.845703
	Iteration 172Q: 3 clusters Score -1061882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1061885.375000 Penalty: 3008.845703
	Iteration 173Q: 3 clusters Score -1061885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1061889.375000 Penalty: 3008.845703
	Iteration 174Q: 3 clusters Score -1061889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1061890.875000 Penalty: 3008.845703
	Iteration 175Q: 3 clusters Score -1061891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1061892.500000 Penalty: 3008.845703
	Iteration 176Q: 3 clusters Score -1061892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1061891.500000 Penalty: 3008.845703
	Iteration 177Q: 3 clusters Score -1061892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1061892.000000 Penalty: 3008.845703
	Iteration 178Q: 3 clusters Score -1061892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1061889.750000 Penalty: 3008.845703
	Iteration 179Q: 3 clusters Score -1061890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1061887.750000 Penalty: 3008.845703
	Iteration 180F: 3 clusters Score -1061888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1061889.625000 Penalty: 3008.845703
	Iteration 181Q: 3 clusters Score -1061890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1061889.625000 Penalty: 3008.845703
	Iteration 182F: 3 clusters Score -1061890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Entering Unmasked Estep 
Score: -1549047.000000 Penalty: 1566.485840
	Iteration 0F: 2 clusters Score -1549047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1538440.500000 Penalty: 3132.971680
	Iteration 0F: 3 clusters Score -1538440 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1542171.875000 Penalty: 3132.971680
	Iteration 1F: 3 clusters Score -1542172 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1542448.500000 Penalty: 3132.971680
	Iteration 2F: 3 clusters Score -1542448 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1542713.250000 Penalty: 3132.971680
	Iteration 3Q: 3 clusters Score -1542713 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1542981.125000 Penalty: 3132.971680
	Iteration 4Q: 3 clusters Score -1542981 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1543261.125000 Penalty: 3132.971680
	Iteration 5Q: 3 clusters Score -1543261 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1543557.500000 Penalty: 3132.971680
	Iteration 6Q: 3 clusters Score -1543558 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1543888.750000 Penalty: 3132.971680
	Iteration 7Q: 3 clusters Score -1543889 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1544230.875000 Penalty: 3132.971680
	Iteration 8Q: 3 clusters Score -1544231 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1544628.125000 Penalty: 3132.971680
	Iteration 9Q: 3 clusters Score -1544628 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1545066.625000 Penalty: 3132.971680
	Iteration 10Q: 3 clusters Score -1545067 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1545566.250000 Penalty: 3132.971680
	Iteration 11Q: 3 clusters Score -1545566 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1546039.750000 Penalty: 3132.971680
	Iteration 12Q: 3 clusters Score -1546040 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1546481.875000 Penalty: 3132.971680
	Iteration 13Q: 3 clusters Score -1546482 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1546849.125000 Penalty: 3132.971680
	Iteration 14Q: 3 clusters Score -1546849 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1547153.500000 Penalty: 3132.971680
	Iteration 15Q: 3 clusters Score -1547154 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1547423.125000 Penalty: 3132.971680
	Iteration 16Q: 3 clusters Score -1547423 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1547650.000000 Penalty: 3132.971680
	Iteration 17Q: 3 clusters Score -1547650 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1547766.250000 Penalty: 3132.971680
	Iteration 18Q: 3 clusters Score -1547766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1547839.250000 Penalty: 3132.971680
	Iteration 19Q: 3 clusters Score -1547839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1547893.000000 Penalty: 3132.971680
	Iteration 20F: 3 clusters Score -1547893 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1547935.000000 Penalty: 3132.971680
	Iteration 21Q: 3 clusters Score -1547935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1547965.500000 Penalty: 3132.971680
	Iteration 22Q: 3 clusters Score -1547966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1547999.000000 Penalty: 3132.971680
	Iteration 23Q: 3 clusters Score -1547999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1548026.375000 Penalty: 3132.971680
	Iteration 24Q: 3 clusters Score -1548026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1548053.375000 Penalty: 3132.971680
	Iteration 25Q: 3 clusters Score -1548053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1548070.000000 Penalty: 3132.971680
	Iteration 26Q: 3 clusters Score -1548070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1548082.000000 Penalty: 3132.971680
	Iteration 27Q: 3 clusters Score -1548082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1548084.375000 Penalty: 3132.971680
	Iteration 28Q: 3 clusters Score -1548084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1548086.500000 Penalty: 3132.971680
	Iteration 29Q: 3 clusters Score -1548086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1548089.375000 Penalty: 3132.971680
	Iteration 30Q: 3 clusters Score -1548089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1548093.000000 Penalty: 3132.971680
	Iteration 31Q: 3 clusters Score -1548093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1548093.625000 Penalty: 3132.971680
	Iteration 32Q: 3 clusters Score -1548094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1548094.875000 Penalty: 3132.971680
	Iteration 33Q: 3 clusters Score -1548095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1548096.000000 Penalty: 3132.971680
	Iteration 34Q: 3 clusters Score -1548096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1548093.625000 Penalty: 3132.971680
	Iteration 35Q: 3 clusters Score -1548094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1548093.875000 Penalty: 3132.971680
	Iteration 36Q: 3 clusters Score -1548094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1548092.750000 Penalty: 3132.971680
	Iteration 37Q: 3 clusters Score -1548093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1548091.625000 Penalty: 3132.971680
	Iteration 38Q: 3 clusters Score -1548092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1548091.875000 Penalty: 3132.971680
	Iteration 39Q: 3 clusters Score -1548092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1548091.875000 Penalty: 3132.971680
	Iteration 40F: 3 clusters Score -1548092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Entering Unmasked Estep 
Score: -1515244.250000 Penalty: 1564.560303
	Iteration 0F: 2 clusters Score -1515244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1504903.625000 Penalty: 3129.120605
	Iteration 0F: 3 clusters Score -1504904 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1508577.125000 Penalty: 3129.120605
	Iteration 1F: 3 clusters Score -1508577 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1509097.750000 Penalty: 3129.120605
	Iteration 2F: 3 clusters Score -1509098 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1509724.625000 Penalty: 3129.120605
	Iteration 3F: 3 clusters Score -1509725 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1510374.000000 Penalty: 3129.120605
	Iteration 4F: 3 clusters Score -1510374 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1510926.750000 Penalty: 3129.120605
	Iteration 5F: 3 clusters Score -1510927 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1511415.500000 Penalty: 3129.120605
	Iteration 6F: 3 clusters Score -1511416 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1511834.500000 Penalty: 3129.120605
	Iteration 7Q: 3 clusters Score -1511834 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1512184.500000 Penalty: 3129.120605
	Iteration 8Q: 3 clusters Score -1512184 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1512601.250000 Penalty: 3129.120605
	Iteration 9Q: 3 clusters Score -1512601 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1512991.125000 Penalty: 3129.120605
	Iteration 10Q: 3 clusters Score -1512991 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1513338.250000 Penalty: 3129.120605
	Iteration 11Q: 3 clusters Score -1513338 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1513653.125000 Penalty: 3129.120605
	Iteration 12Q: 3 clusters Score -1513653 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1513957.000000 Penalty: 3129.120605
	Iteration 13Q: 3 clusters Score -1513957 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1514155.750000 Penalty: 3129.120605
	Iteration 14Q: 3 clusters Score -1514156 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1514278.375000 Penalty: 3129.120605
	Iteration 15Q: 3 clusters Score -1514278 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1514370.750000 Penalty: 3129.120605
	Iteration 16Q: 3 clusters Score -1514371 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1514447.000000 Penalty: 3129.120605
	Iteration 17Q: 3 clusters Score -1514447 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1514532.125000 Penalty: 3129.120605
	Iteration 18Q: 3 clusters Score -1514532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1514605.625000 Penalty: 3129.120605
	Iteration 19Q: 3 clusters Score -1514606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1514692.000000 Penalty: 3129.120605
	Iteration 20F: 3 clusters Score -1514692 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1514790.625000 Penalty: 3129.120605
	Iteration 21Q: 3 clusters Score -1514791 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1514889.500000 Penalty: 3129.120605
	Iteration 22Q: 3 clusters Score -1514890 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1514955.875000 Penalty: 3129.120605
	Iteration 23Q: 3 clusters Score -1514956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1514987.750000 Penalty: 3129.120605
	Iteration 24Q: 3 clusters Score -1514988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1515017.125000 Penalty: 3129.120605
	Iteration 25Q: 3 clusters Score -1515017 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1515044.375000 Penalty: 3129.120605
	Iteration 26Q: 3 clusters Score -1515044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1515051.500000 Penalty: 3129.120605
	Iteration 27Q: 3 clusters Score -1515052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1515065.875000 Penalty: 3129.120605
	Iteration 28Q: 3 clusters Score -1515066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1515075.000000 Penalty: 3129.120605
	Iteration 29Q: 3 clusters Score -1515075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1515083.125000 Penalty: 3129.120605
	Iteration 30Q: 3 clusters Score -1515083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1515085.000000 Penalty: 3129.120605
	Iteration 31Q: 3 clusters Score -1515085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1515085.125000 Penalty: 3129.120605
	Iteration 32Q: 3 clusters Score -1515085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1515087.375000 Penalty: 3129.120605
	Iteration 33Q: 3 clusters Score -1515087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1515090.375000 Penalty: 3129.120605
	Iteration 34Q: 3 clusters Score -1515090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1515092.125000 Penalty: 3129.120605
	Iteration 35Q: 3 clusters Score -1515092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1515095.375000 Penalty: 3129.120605
	Iteration 36Q: 3 clusters Score -1515095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1515093.625000 Penalty: 3129.120605
	Iteration 37Q: 3 clusters Score -1515094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1515094.125000 Penalty: 3129.120605
	Iteration 38Q: 3 clusters Score -1515094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1515096.000000 Penalty: 3129.120605
	Iteration 39Q: 3 clusters Score -1515096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1515095.375000 Penalty: 3129.120605
	Iteration 40F: 3 clusters Score -1515095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1515097.750000 Penalty: 3129.120605
	Iteration 41Q: 3 clusters Score -1515098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1515099.625000 Penalty: 3129.120605
	Iteration 42Q: 3 clusters Score -1515100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1515099.375000 Penalty: 3129.120605
	Iteration 43Q: 3 clusters Score -1515099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1515100.375000 Penalty: 3129.120605
	Iteration 44Q: 3 clusters Score -1515100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1515101.625000 Penalty: 3129.120605
	Iteration 45Q: 3 clusters Score -1515102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1515101.500000 Penalty: 3129.120605
	Iteration 46Q: 3 clusters Score -1515102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1515101.500000 Penalty: 3129.120605
	Iteration 47F: 3 clusters Score -1515102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -381214.093750 Penalty: 1368.289185
	Iteration 0F: 2 clusters Score -381214.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -377598.093750 Penalty: 2736.578369
	Iteration 0F: 3 clusters Score -377598.1 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -379153.093750 Penalty: 2736.578369
	Iteration 1F: 3 clusters Score -379153.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -379842.406250 Penalty: 2736.578369
	Iteration 2F: 3 clusters Score -379842.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -380366.250000 Penalty: 2736.578369
	Iteration 3F: 3 clusters Score -380366.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -380818.062500 Penalty: 2736.578369
	Iteration 4F: 3 clusters Score -380818.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -381125.843750 Penalty: 2736.578369
	Iteration 5F: 3 clusters Score -381125.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -381287.812500 Penalty: 2736.578369
	Iteration 6Q: 3 clusters Score -381287.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -381387.593750 Penalty: 2736.578369
	Iteration 7Q: 3 clusters Score -381387.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -381438.531250 Penalty: 2736.578369
	Iteration 8Q: 3 clusters Score -381438.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -381476.562500 Penalty: 2736.578369
	Iteration 9Q: 3 clusters Score -381476.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -381500.656250 Penalty: 2736.578369
	Iteration 10Q: 3 clusters Score -381500.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -381512.437500 Penalty: 2736.578369
	Iteration 11Q: 3 clusters Score -381512.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -381523.687500 Penalty: 2736.578369
	Iteration 12Q: 3 clusters Score -381523.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -381532.500000 Penalty: 2736.578369
	Iteration 13Q: 3 clusters Score -381532.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381537.812500 Penalty: 2736.578369
	Iteration 14Q: 3 clusters Score -381537.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -381542.281250 Penalty: 2736.578369
	Iteration 15Q: 3 clusters Score -381542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381544.218750 Penalty: 2736.578369
	Iteration 16Q: 3 clusters Score -381544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -381544.281250 Penalty: 2736.578369
	Iteration 17Q: 3 clusters Score -381544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381545.812500 Penalty: 2736.578369
	Iteration 18Q: 3 clusters Score -381545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -381546.406250 Penalty: 2736.578369
	Iteration 19Q: 3 clusters Score -381546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -381558.156250 Penalty: 2736.578369
	Iteration 20F: 3 clusters Score -381558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -381576.593750 Penalty: 2736.578369
	Iteration 21Q: 3 clusters Score -381576.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -381595.937500 Penalty: 2736.578369
	Iteration 22Q: 3 clusters Score -381595.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -381623.500000 Penalty: 2736.578369
	Iteration 23Q: 3 clusters Score -381623.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -381667.062500 Penalty: 2736.578369
	Iteration 24Q: 3 clusters Score -381667.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -381711.593750 Penalty: 2736.578369
	Iteration 25Q: 3 clusters Score -381711.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -381743.125000 Penalty: 2736.578369
	Iteration 26Q: 3 clusters Score -381743.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -381765.437500 Penalty: 2736.578369
	Iteration 27Q: 3 clusters Score -381765.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -381778.500000 Penalty: 2736.578369
	Iteration 28Q: 3 clusters Score -381778.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -381786.093750 Penalty: 2736.578369
	Iteration 29Q: 3 clusters Score -381786.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -381792.687500 Penalty: 2736.578369
	Iteration 30Q: 3 clusters Score -381792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -381795.750000 Penalty: 2736.578369
	Iteration 31Q: 3 clusters Score -381795.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -381796.468750 Penalty: 2736.578369
	Iteration 32Q: 3 clusters Score -381796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -381796.718750 Penalty: 2736.578369
	Iteration 33Q: 3 clusters Score -381796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -381797.250000 Penalty: 2736.578369
	Iteration 34Q: 3 clusters Score -381797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -381797.718750 Penalty: 2736.578369
	Iteration 35Q: 3 clusters Score -381797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -381798.968750 Penalty: 2736.578369
	Iteration 36Q: 3 clusters Score -381799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -381800.062500 Penalty: 2736.578369
	Iteration 37Q: 3 clusters Score -381800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -381801.281250 Penalty: 2736.578369
	Iteration 38Q: 3 clusters Score -381801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -381802.843750 Penalty: 2736.578369
	Iteration 39Q: 3 clusters Score -381802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -381803.906250 Penalty: 2736.578369
	Iteration 40F: 3 clusters Score -381803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -381805.531250 Penalty: 2736.578369
	Iteration 41Q: 3 clusters Score -381805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -381806.156250 Penalty: 2736.578369
	Iteration 42Q: 3 clusters Score -381806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -381805.875000 Penalty: 2736.578369
	Iteration 43Q: 3 clusters Score -381805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -381805.875000 Penalty: 2736.578369
	Iteration 44F: 3 clusters Score -381805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111109 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 28181 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7166 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1943 members 
Mstep: Class 39 contains 1331 members 
Entering Unmasked Estep 
Score: -54943680.000000 Penalty: 83849.054688
Splitting cluster 6 changes total score from -54943836.000000 to -54943680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Entering Unmasked Estep 
Score: -1297781.000000 Penalty: 1541.598389
	Iteration 0F: 2 clusters Score -1297781 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 6529 members 
Entering Unmasked Estep 
Score: -1288566.250000 Penalty: 3083.196777
	Iteration 0F: 3 clusters Score -1288566 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1291902.250000 Penalty: 3083.196777
	Iteration 1F: 3 clusters Score -1291902 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1292454.500000 Penalty: 3083.196777
	Iteration 2F: 3 clusters Score -1292454 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1292941.750000 Penalty: 3083.196777
	Iteration 3F: 3 clusters Score -1292942 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1293435.000000 Penalty: 3083.196777
	Iteration 4F: 3 clusters Score -1293435 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1293896.000000 Penalty: 3083.196777
	Iteration 5F: 3 clusters Score -1293896 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1294296.250000 Penalty: 3083.196777
	Iteration 6F: 3 clusters Score -1294296 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1294638.000000 Penalty: 3083.196777
	Iteration 7Q: 3 clusters Score -1294638 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1294939.750000 Penalty: 3083.196777
	Iteration 8Q: 3 clusters Score -1294940 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1295236.250000 Penalty: 3083.196777
	Iteration 9Q: 3 clusters Score -1295236 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1295471.750000 Penalty: 3083.196777
	Iteration 10Q: 3 clusters Score -1295472 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1295678.000000 Penalty: 3083.196777
	Iteration 11Q: 3 clusters Score -1295678 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1295846.250000 Penalty: 3083.196777
	Iteration 12Q: 3 clusters Score -1295846 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1296000.000000 Penalty: 3083.196777
	Iteration 13Q: 3 clusters Score -1296000 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1296158.750000 Penalty: 3083.196777
	Iteration 14Q: 3 clusters Score -1296159 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1296315.125000 Penalty: 3083.196777
	Iteration 15Q: 3 clusters Score -1296315 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1296459.000000 Penalty: 3083.196777
	Iteration 16Q: 3 clusters Score -1296459 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1296560.625000 Penalty: 3083.196777
	Iteration 17Q: 3 clusters Score -1296561 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1296631.625000 Penalty: 3083.196777
	Iteration 18Q: 3 clusters Score -1296632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1296690.125000 Penalty: 3083.196777
	Iteration 19Q: 3 clusters Score -1296690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1296731.875000 Penalty: 3083.196777
	Iteration 20F: 3 clusters Score -1296732 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1296770.250000 Penalty: 3083.196777
	Iteration 21Q: 3 clusters Score -1296770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1296812.750000 Penalty: 3083.196777
	Iteration 22Q: 3 clusters Score -1296813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1296839.500000 Penalty: 3083.196777
	Iteration 23Q: 3 clusters Score -1296840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1296859.375000 Penalty: 3083.196777
	Iteration 24Q: 3 clusters Score -1296859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1296875.000000 Penalty: 3083.196777
	Iteration 25Q: 3 clusters Score -1296875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1296887.000000 Penalty: 3083.196777
	Iteration 26Q: 3 clusters Score -1296887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1296892.000000 Penalty: 3083.196777
	Iteration 27Q: 3 clusters Score -1296892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1296900.625000 Penalty: 3083.196777
	Iteration 28Q: 3 clusters Score -1296901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1296907.375000 Penalty: 3083.196777
	Iteration 29Q: 3 clusters Score -1296907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1296911.500000 Penalty: 3083.196777
	Iteration 30Q: 3 clusters Score -1296912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1296915.000000 Penalty: 3083.196777
	Iteration 31Q: 3 clusters Score -1296915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1296914.125000 Penalty: 3083.196777
	Iteration 32Q: 3 clusters Score -1296914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1296917.625000 Penalty: 3083.196777
	Iteration 33Q: 3 clusters Score -1296918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1296920.750000 Penalty: 3083.196777
	Iteration 34Q: 3 clusters Score -1296921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1296920.250000 Penalty: 3083.196777
	Iteration 35Q: 3 clusters Score -1296920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1296924.125000 Penalty: 3083.196777
	Iteration 36Q: 3 clusters Score -1296924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1296922.875000 Penalty: 3083.196777
	Iteration 37Q: 3 clusters Score -1296923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1296925.125000 Penalty: 3083.196777
	Iteration 38Q: 3 clusters Score -1296925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1296924.875000 Penalty: 3083.196777
	Iteration 39Q: 3 clusters Score -1296925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1296923.250000 Penalty: 3083.196777
	Iteration 40F: 3 clusters Score -1296923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1296924.750000 Penalty: 3083.196777
	Iteration 41Q: 3 clusters Score -1296925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1296924.375000 Penalty: 3083.196777
	Iteration 42Q: 3 clusters Score -1296924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1296926.000000 Penalty: 3083.196777
	Iteration 43Q: 3 clusters Score -1296926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1296926.000000 Penalty: 3083.196777
	Iteration 44F: 3 clusters Score -1296926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -207681.578125 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -207681.6 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 1058 members 
Entering Unmasked Estep 
Score: -205469.000000 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -205469 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -205983.203125 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -205983.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -206339.312500 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -206339.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206613.828125 Penalty: 2498.748047
	Iteration 3F: 3 clusters Score -206613.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -206824.234375 Penalty: 2498.748047
	Iteration 4F: 3 clusters Score -206824.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -207011.312500 Penalty: 2498.748047
	Iteration 5F: 3 clusters Score -207011.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -207120.187500 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -207120.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -207203.125000 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -207203.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -207263.171875 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -207263.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -207304.281250 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -207304.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207341.734375 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -207341.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -207363.000000 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -207363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -207385.171875 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -207385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -207405.984375 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -207406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -207432.031250 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -207432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -207443.140625 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -207443.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -207458.203125 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -207458.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -207467.453125 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -207467.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -207473.250000 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -207473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -207480.531250 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -207480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -207485.781250 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -207485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -207488.171875 Penalty: 2498.748047
	Iteration 21Q: 3 clusters Score -207488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -207490.531250 Penalty: 2498.748047
	Iteration 22Q: 3 clusters Score -207490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -207491.187500 Penalty: 2498.748047
	Iteration 23Q: 3 clusters Score -207491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -207491.187500 Penalty: 2498.748047
	Iteration 24F: 3 clusters Score -207491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Entering Unmasked Estep 
Score: -7871407.500000 Penalty: 1822.646118
	Iteration 0F: 2 clusters Score -7871408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -7821726.000000 Penalty: 3645.292236
	Iteration 0F: 3 clusters Score -7821726 nChanged 35314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -7842009.500000 Penalty: 3645.292236
	Iteration 1F: 3 clusters Score -7842010 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -7842607.500000 Penalty: 3645.292236
	Iteration 2Q: 3 clusters Score -7842608 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -7843580.000000 Penalty: 3645.292236
	Iteration 3Q: 3 clusters Score -7843580 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -7845170.500000 Penalty: 3645.292236
	Iteration 4Q: 3 clusters Score -7845170 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -7847836.000000 Penalty: 3645.292236
	Iteration 5F: 3 clusters Score -7847836 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -7852036.000000 Penalty: 3645.292236
	Iteration 6F: 3 clusters Score -7852036 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -7857623.000000 Penalty: 3645.292236
	Iteration 7F: 3 clusters Score -7857623 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -7862956.000000 Penalty: 3645.292236
	Iteration 8F: 3 clusters Score -7862956 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -7866594.000000 Penalty: 3645.292236
	Iteration 9Q: 3 clusters Score -7866594 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -7868491.500000 Penalty: 3645.292236
	Iteration 10Q: 3 clusters Score -7868492 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7869347.000000 Penalty: 3645.292236
	Iteration 11Q: 3 clusters Score -7869347 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7869723.500000 Penalty: 3645.292236
	Iteration 12Q: 3 clusters Score -7869724 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7869917.500000 Penalty: 3645.292236
	Iteration 13Q: 3 clusters Score -7869918 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71166 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7870060.000000 Penalty: 3645.292236
	Iteration 14Q: 3 clusters Score -7870060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7870111.000000 Penalty: 3645.292236
	Iteration 15Q: 3 clusters Score -7870111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7870139.500000 Penalty: 3645.292236
	Iteration 16Q: 3 clusters Score -7870140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7870173.000000 Penalty: 3645.292236
	Iteration 17Q: 3 clusters Score -7870173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7870198.500000 Penalty: 3645.292236
	Iteration 18Q: 3 clusters Score -7870198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7870231.000000 Penalty: 3645.292236
	Iteration 19Q: 3 clusters Score -7870231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7870230.000000 Penalty: 3645.292236
	Iteration 20F: 3 clusters Score -7870230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7870242.500000 Penalty: 3645.292236
	Iteration 21Q: 3 clusters Score -7870242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7870248.500000 Penalty: 3645.292236
	Iteration 22Q: 3 clusters Score -7870248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7870248.000000 Penalty: 3645.292236
	Iteration 23Q: 3 clusters Score -7870248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7870276.000000 Penalty: 3645.292236
	Iteration 24Q: 3 clusters Score -7870276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7870285.000000 Penalty: 3645.292236
	Iteration 25Q: 3 clusters Score -7870285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7870286.500000 Penalty: 3645.292236
	Iteration 26Q: 3 clusters Score -7870286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7870295.000000 Penalty: 3645.292236
	Iteration 27Q: 3 clusters Score -7870295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7870295.000000 Penalty: 3645.292236
	Iteration 28Q: 3 clusters Score -7870295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7870297.500000 Penalty: 3645.292236
	Iteration 29Q: 3 clusters Score -7870298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7870304.500000 Penalty: 3645.292236
	Iteration 30Q: 3 clusters Score -7870304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7870309.500000 Penalty: 3645.292236
	Iteration 31Q: 3 clusters Score -7870310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7870312.000000 Penalty: 3645.292236
	Iteration 32Q: 3 clusters Score -7870312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7870312.500000 Penalty: 3645.292236
	Iteration 33Q: 3 clusters Score -7870312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7870316.000000 Penalty: 3645.292236
	Iteration 34Q: 3 clusters Score -7870316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7870323.000000 Penalty: 3645.292236
	Iteration 35Q: 3 clusters Score -7870323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7870323.500000 Penalty: 3645.292236
	Iteration 36Q: 3 clusters Score -7870324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7870327.500000 Penalty: 3645.292236
	Iteration 37Q: 3 clusters Score -7870328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7870329.000000 Penalty: 3645.292236
	Iteration 38Q: 3 clusters Score -7870329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7870332.000000 Penalty: 3645.292236
	Iteration 39Q: 3 clusters Score -7870332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7870334.000000 Penalty: 3645.292236
	Iteration 40F: 3 clusters Score -7870334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7870333.500000 Penalty: 3645.292236
	Iteration 41Q: 3 clusters Score -7870334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7870334.000000 Penalty: 3645.292236
	Iteration 42Q: 3 clusters Score -7870334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7870334.500000 Penalty: 3645.292236
	Iteration 43Q: 3 clusters Score -7870334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7870337.000000 Penalty: 3645.292236
	Iteration 44Q: 3 clusters Score -7870337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7870330.500000 Penalty: 3645.292236
	Iteration 45Q: 3 clusters Score -7870330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7870345.500000 Penalty: 3645.292236
	Iteration 46Q: 3 clusters Score -7870346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7870342.000000 Penalty: 3645.292236
	Iteration 47Q: 3 clusters Score -7870342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7870358.000000 Penalty: 3645.292236
	Iteration 48Q: 3 clusters Score -7870358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7870353.500000 Penalty: 3645.292236
	Iteration 49Q: 3 clusters Score -7870354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7870359.000000 Penalty: 3645.292236
	Iteration 50Q: 3 clusters Score -7870359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7870356.000000 Penalty: 3645.292236
	Iteration 51Q: 3 clusters Score -7870356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7870361.000000 Penalty: 3645.292236
	Iteration 52Q: 3 clusters Score -7870361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7870357.000000 Penalty: 3645.292236
	Iteration 53Q: 3 clusters Score -7870357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7870353.500000 Penalty: 3645.292236
	Iteration 54Q: 3 clusters Score -7870354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72516 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7870360.500000 Penalty: 3645.292236
	Iteration 55Q: 3 clusters Score -7870360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7870359.500000 Penalty: 3645.292236
	Iteration 56Q: 3 clusters Score -7870360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7870358.500000 Penalty: 3645.292236
	Iteration 57Q: 3 clusters Score -7870358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7870356.000000 Penalty: 3645.292236
	Iteration 58Q: 3 clusters Score -7870356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7870354.000000 Penalty: 3645.292236
	Iteration 59Q: 3 clusters Score -7870354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7870359.000000 Penalty: 3645.292236
	Iteration 60F: 3 clusters Score -7870359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7870355.000000 Penalty: 3645.292236
	Iteration 61Q: 3 clusters Score -7870355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7870358.500000 Penalty: 3645.292236
	Iteration 62Q: 3 clusters Score -7870358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7870357.500000 Penalty: 3645.292236
	Iteration 63Q: 3 clusters Score -7870358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7870356.000000 Penalty: 3645.292236
	Iteration 64Q: 3 clusters Score -7870356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7870352.500000 Penalty: 3645.292236
	Iteration 65Q: 3 clusters Score -7870352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7870353.500000 Penalty: 3645.292236
	Iteration 66Q: 3 clusters Score -7870354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7870355.000000 Penalty: 3645.292236
	Iteration 67Q: 3 clusters Score -7870355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7870355.000000 Penalty: 3645.292236
	Iteration 68F: 3 clusters Score -7870355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -180625.203125 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -180625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -178649.062500 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -178649.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -179178.000000 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -179178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179437.140625 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -179437.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -179600.750000 Penalty: 2445.307129
	Iteration 3F: 3 clusters Score -179600.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -179683.468750 Penalty: 2445.307129
	Iteration 4Q: 3 clusters Score -179683.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179737.187500 Penalty: 2445.307129
	Iteration 5Q: 3 clusters Score -179737.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179772.031250 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -179772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179795.875000 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -179795.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179810.312500 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -179810.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179822.328125 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -179822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -179836.796875 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -179836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179844.562500 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -179844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -179848.843750 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -179848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -179851.156250 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -179851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -179851.718750 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -179851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179852.296875 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -179852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179852.296875 Penalty: 2445.307129
	Iteration 16F: 3 clusters Score -179852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Entering Unmasked Estep 
Score: -6445784.000000 Penalty: 1795.289185
	Iteration 0F: 2 clusters Score -6445784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -6403825.500000 Penalty: 3590.578369
	Iteration 0F: 3 clusters Score -6403826 nChanged 29587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -6420374.000000 Penalty: 3590.578369
	Iteration 1F: 3 clusters Score -6420374 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6420970.000000 Penalty: 3590.578369
	Iteration 2Q: 3 clusters Score -6420970 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -6421835.000000 Penalty: 3590.578369
	Iteration 3Q: 3 clusters Score -6421835 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -6423111.500000 Penalty: 3590.578369
	Iteration 4Q: 3 clusters Score -6423112 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6425372.000000 Penalty: 3590.578369
	Iteration 5F: 3 clusters Score -6425372 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6428914.000000 Penalty: 3590.578369
	Iteration 6F: 3 clusters Score -6428914 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6433811.000000 Penalty: 3590.578369
	Iteration 7F: 3 clusters Score -6433811 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -6438378.500000 Penalty: 3590.578369
	Iteration 8F: 3 clusters Score -6438378 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -6441508.000000 Penalty: 3590.578369
	Iteration 9F: 3 clusters Score -6441508 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -6443081.500000 Penalty: 3590.578369
	Iteration 10Q: 3 clusters Score -6443082 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -6443759.500000 Penalty: 3590.578369
	Iteration 11Q: 3 clusters Score -6443760 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -6444065.500000 Penalty: 3590.578369
	Iteration 12Q: 3 clusters Score -6444066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -6444236.000000 Penalty: 3590.578369
	Iteration 13Q: 3 clusters Score -6444236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -6444321.000000 Penalty: 3590.578369
	Iteration 14Q: 3 clusters Score -6444321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -6444391.000000 Penalty: 3590.578369
	Iteration 15Q: 3 clusters Score -6444391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -6444439.000000 Penalty: 3590.578369
	Iteration 16Q: 3 clusters Score -6444439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -6444462.000000 Penalty: 3590.578369
	Iteration 17Q: 3 clusters Score -6444462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -6444470.500000 Penalty: 3590.578369
	Iteration 18Q: 3 clusters Score -6444470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -6444485.500000 Penalty: 3590.578369
	Iteration 19Q: 3 clusters Score -6444486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -6444497.000000 Penalty: 3590.578369
	Iteration 20F: 3 clusters Score -6444497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -6444504.000000 Penalty: 3590.578369
	Iteration 21Q: 3 clusters Score -6444504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -6444512.500000 Penalty: 3590.578369
	Iteration 22Q: 3 clusters Score -6444512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -6444518.500000 Penalty: 3590.578369
	Iteration 23Q: 3 clusters Score -6444518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -6444518.000000 Penalty: 3590.578369
	Iteration 24Q: 3 clusters Score -6444518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -6444522.500000 Penalty: 3590.578369
	Iteration 25Q: 3 clusters Score -6444522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -6444522.000000 Penalty: 3590.578369
	Iteration 26Q: 3 clusters Score -6444522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -6444527.500000 Penalty: 3590.578369
	Iteration 27Q: 3 clusters Score -6444528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -6444527.500000 Penalty: 3590.578369
	Iteration 28Q: 3 clusters Score -6444528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -6444525.000000 Penalty: 3590.578369
	Iteration 29Q: 3 clusters Score -6444525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -6444525.000000 Penalty: 3590.578369
	Iteration 30F: 3 clusters Score -6444525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Entering Unmasked Estep 
Score: -3083027.250000 Penalty: 1677.464111
	Iteration 0F: 2 clusters Score -3083027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3062774.000000 Penalty: 3354.928223
	Iteration 0F: 3 clusters Score -3062774 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3070537.500000 Penalty: 3354.928223
	Iteration 1F: 3 clusters Score -3070538 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3071098.250000 Penalty: 3354.928223
	Iteration 2Q: 3 clusters Score -3071098 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3071778.000000 Penalty: 3354.928223
	Iteration 3Q: 3 clusters Score -3071778 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3072523.250000 Penalty: 3354.928223
	Iteration 4F: 3 clusters Score -3072523 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3073337.000000 Penalty: 3354.928223
	Iteration 5F: 3 clusters Score -3073337 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3074237.000000 Penalty: 3354.928223
	Iteration 6F: 3 clusters Score -3074237 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3075077.500000 Penalty: 3354.928223
	Iteration 7F: 3 clusters Score -3075078 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3075726.250000 Penalty: 3354.928223
	Iteration 8Q: 3 clusters Score -3075726 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3076259.250000 Penalty: 3354.928223
	Iteration 9Q: 3 clusters Score -3076259 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3076661.000000 Penalty: 3354.928223
	Iteration 10Q: 3 clusters Score -3076661 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3077000.000000 Penalty: 3354.928223
	Iteration 11Q: 3 clusters Score -3077000 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3077375.750000 Penalty: 3354.928223
	Iteration 12Q: 3 clusters Score -3077376 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3077809.750000 Penalty: 3354.928223
	Iteration 13Q: 3 clusters Score -3077810 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3078278.500000 Penalty: 3354.928223
	Iteration 14Q: 3 clusters Score -3078278 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3078781.500000 Penalty: 3354.928223
	Iteration 15Q: 3 clusters Score -3078782 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3079256.000000 Penalty: 3354.928223
	Iteration 16Q: 3 clusters Score -3079256 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3079798.500000 Penalty: 3354.928223
	Iteration 17Q: 3 clusters Score -3079798 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3080231.500000 Penalty: 3354.928223
	Iteration 18Q: 3 clusters Score -3080232 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3080550.250000 Penalty: 3354.928223
	Iteration 19Q: 3 clusters Score -3080550 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3080793.750000 Penalty: 3354.928223
	Iteration 20F: 3 clusters Score -3080794 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3081006.500000 Penalty: 3354.928223
	Iteration 21Q: 3 clusters Score -3081006 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3081185.000000 Penalty: 3354.928223
	Iteration 22Q: 3 clusters Score -3081185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3081313.500000 Penalty: 3354.928223
	Iteration 23Q: 3 clusters Score -3081314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3081416.000000 Penalty: 3354.928223
	Iteration 24Q: 3 clusters Score -3081416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3081496.250000 Penalty: 3354.928223
	Iteration 25Q: 3 clusters Score -3081496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3081544.750000 Penalty: 3354.928223
	Iteration 26Q: 3 clusters Score -3081545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3081568.250000 Penalty: 3354.928223
	Iteration 27Q: 3 clusters Score -3081568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3081591.500000 Penalty: 3354.928223
	Iteration 28Q: 3 clusters Score -3081592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3081611.750000 Penalty: 3354.928223
	Iteration 29Q: 3 clusters Score -3081612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3081623.000000 Penalty: 3354.928223
	Iteration 30Q: 3 clusters Score -3081623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3081628.750000 Penalty: 3354.928223
	Iteration 31Q: 3 clusters Score -3081629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3081625.000000 Penalty: 3354.928223
	Iteration 32Q: 3 clusters Score -3081625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3081638.000000 Penalty: 3354.928223
	Iteration 33Q: 3 clusters Score -3081638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3081638.750000 Penalty: 3354.928223
	Iteration 34Q: 3 clusters Score -3081639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3081642.000000 Penalty: 3354.928223
	Iteration 35Q: 3 clusters Score -3081642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3081645.750000 Penalty: 3354.928223
	Iteration 36Q: 3 clusters Score -3081646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3081649.250000 Penalty: 3354.928223
	Iteration 37Q: 3 clusters Score -3081649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3081651.750000 Penalty: 3354.928223
	Iteration 38Q: 3 clusters Score -3081652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3081650.250000 Penalty: 3354.928223
	Iteration 39Q: 3 clusters Score -3081650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3081650.250000 Penalty: 3354.928223
	Iteration 40F: 3 clusters Score -3081650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -179850.828125 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -179850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -177906.078125 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -177906.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178285.375000 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -178285.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -178380.593750 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -178380.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -178437.765625 Penalty: 2429.853516
	Iteration 3Q: 3 clusters Score -178437.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -178481.171875 Penalty: 2429.853516
	Iteration 4Q: 3 clusters Score -178481.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -178514.656250 Penalty: 2429.853516
	Iteration 5Q: 3 clusters Score -178514.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -178535.250000 Penalty: 2429.853516
	Iteration 6Q: 3 clusters Score -178535.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -178553.625000 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -178553.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -178564.921875 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -178564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -178571.515625 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -178571.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -178575.625000 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -178575.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -178581.640625 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -178581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -178584.187500 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -178584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -178588.000000 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -178588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -178590.187500 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -178590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -178590.937500 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -178590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -178592.828125 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -178592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -178594.859375 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -178594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -178596.328125 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -178596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178600.078125 Penalty: 2429.853516
	Iteration 19Q: 3 clusters Score -178600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -178605.218750 Penalty: 2429.853516
	Iteration 20F: 3 clusters Score -178605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -178608.781250 Penalty: 2429.853516
	Iteration 21Q: 3 clusters Score -178608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -178613.421875 Penalty: 2429.853516
	Iteration 22Q: 3 clusters Score -178613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -178616.640625 Penalty: 2429.853516
	Iteration 23Q: 3 clusters Score -178616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178619.531250 Penalty: 2429.853516
	Iteration 24Q: 3 clusters Score -178619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -178621.984375 Penalty: 2429.853516
	Iteration 25Q: 3 clusters Score -178622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -178624.328125 Penalty: 2429.853516
	Iteration 26Q: 3 clusters Score -178624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -178627.906250 Penalty: 2429.853516
	Iteration 27Q: 3 clusters Score -178627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178631.093750 Penalty: 2429.853516
	Iteration 28Q: 3 clusters Score -178631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -178633.703125 Penalty: 2429.853516
	Iteration 29Q: 3 clusters Score -178633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -178636.171875 Penalty: 2429.853516
	Iteration 30Q: 3 clusters Score -178636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -178638.546875 Penalty: 2429.853516
	Iteration 31Q: 3 clusters Score -178638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -178640.562500 Penalty: 2429.853516
	Iteration 32Q: 3 clusters Score -178640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -178644.515625 Penalty: 2429.853516
	Iteration 33Q: 3 clusters Score -178644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -178647.656250 Penalty: 2429.853516
	Iteration 34Q: 3 clusters Score -178647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -178649.109375 Penalty: 2429.853516
	Iteration 35Q: 3 clusters Score -178649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -178649.562500 Penalty: 2429.853516
	Iteration 36Q: 3 clusters Score -178649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -178649.562500 Penalty: 2429.853516
	Iteration 37F: 3 clusters Score -178649.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111109 members 
Entering Unmasked Estep 
Score: -11451254.000000 Penalty: 1887.968384
	Iteration 0F: 2 clusters Score -1.145125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -11378264.000000 Penalty: 3775.936768
	Iteration 0F: 3 clusters Score -1.137826e+07 nChanged 53229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -11409398.000000 Penalty: 3775.936768
	Iteration 1F: 3 clusters Score -1.14094e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -11410872.000000 Penalty: 3775.936768
	Iteration 2Q: 3 clusters Score -1.141087e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -11413093.000000 Penalty: 3775.936768
	Iteration 3Q: 3 clusters Score -1.141309e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -11416661.000000 Penalty: 3775.936768
	Iteration 4F: 3 clusters Score -1.141666e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -11421713.000000 Penalty: 3775.936768
	Iteration 5F: 3 clusters Score -1.142171e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -11427702.000000 Penalty: 3775.936768
	Iteration 6F: 3 clusters Score -1.14277e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -11433864.000000 Penalty: 3775.936768
	Iteration 7F: 3 clusters Score -1.143386e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -11438375.000000 Penalty: 3775.936768
	Iteration 8F: 3 clusters Score -1.143838e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -11441069.000000 Penalty: 3775.936768
	Iteration 9Q: 3 clusters Score -1.144107e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -11442908.000000 Penalty: 3775.936768
	Iteration 10Q: 3 clusters Score -1.144291e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -11444459.000000 Penalty: 3775.936768
	Iteration 11Q: 3 clusters Score -1.144446e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -11446001.000000 Penalty: 3775.936768
	Iteration 12Q: 3 clusters Score -1.1446e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -11447182.000000 Penalty: 3775.936768
	Iteration 13Q: 3 clusters Score -1.144718e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -11448031.000000 Penalty: 3775.936768
	Iteration 14Q: 3 clusters Score -1.144803e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -11448663.000000 Penalty: 3775.936768
	Iteration 15Q: 3 clusters Score -1.144866e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -11449106.000000 Penalty: 3775.936768
	Iteration 16Q: 3 clusters Score -1.144911e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -11449413.000000 Penalty: 3775.936768
	Iteration 17Q: 3 clusters Score -1.144941e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -11449631.000000 Penalty: 3775.936768
	Iteration 18Q: 3 clusters Score -1.144963e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -11449789.000000 Penalty: 3775.936768
	Iteration 19Q: 3 clusters Score -1.144979e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -11449965.000000 Penalty: 3775.936768
	Iteration 20F: 3 clusters Score -1.144996e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -11450031.000000 Penalty: 3775.936768
	Iteration 21Q: 3 clusters Score -1.145003e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -11450166.000000 Penalty: 3775.936768
	Iteration 22Q: 3 clusters Score -1.145017e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -11450264.000000 Penalty: 3775.936768
	Iteration 23Q: 3 clusters Score -1.145026e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -11450305.000000 Penalty: 3775.936768
	Iteration 24Q: 3 clusters Score -1.14503e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -11450398.000000 Penalty: 3775.936768
	Iteration 25Q: 3 clusters Score -1.14504e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -11450441.000000 Penalty: 3775.936768
	Iteration 26Q: 3 clusters Score -1.145044e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -11450462.000000 Penalty: 3775.936768
	Iteration 27Q: 3 clusters Score -1.145046e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -11450475.000000 Penalty: 3775.936768
	Iteration 28Q: 3 clusters Score -1.145048e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -11450475.000000 Penalty: 3775.936768
	Iteration 29Q: 3 clusters Score -1.145048e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -11450470.000000 Penalty: 3775.936768
	Iteration 30Q: 3 clusters Score -1.145047e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -11450481.000000 Penalty: 3775.936768
	Iteration 31Q: 3 clusters Score -1.145048e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -11450496.000000 Penalty: 3775.936768
	Iteration 32Q: 3 clusters Score -1.14505e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -11450499.000000 Penalty: 3775.936768
	Iteration 33Q: 3 clusters Score -1.14505e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -11450478.000000 Penalty: 3775.936768
	Iteration 34Q: 3 clusters Score -1.145048e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -11450472.000000 Penalty: 3775.936768
	Iteration 35Q: 3 clusters Score -1.145047e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -11450479.000000 Penalty: 3775.936768
	Iteration 36Q: 3 clusters Score -1.145048e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -11450495.000000 Penalty: 3775.936768
	Iteration 37Q: 3 clusters Score -1.14505e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -11450491.000000 Penalty: 3775.936768
	Iteration 38Q: 3 clusters Score -1.145049e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -11450489.000000 Penalty: 3775.936768
	Iteration 39Q: 3 clusters Score -1.145049e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -11450482.000000 Penalty: 3775.936768
	Iteration 40F: 3 clusters Score -1.145048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -11450491.000000 Penalty: 3775.936768
	Iteration 41Q: 3 clusters Score -1.145049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -11450504.000000 Penalty: 3775.936768
	Iteration 42Q: 3 clusters Score -1.14505e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -11450509.000000 Penalty: 3775.936768
	Iteration 43Q: 3 clusters Score -1.145051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -11450502.000000 Penalty: 3775.936768
	Iteration 44Q: 3 clusters Score -1.14505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -11450507.000000 Penalty: 3775.936768
	Iteration 45Q: 3 clusters Score -1.145051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 3775.936768
	Iteration 46Q: 3 clusters Score -1.14505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -11450502.000000 Penalty: 3775.936768
	Iteration 47Q: 3 clusters Score -1.14505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -11450502.000000 Penalty: 3775.936768
	Iteration 48Q: 3 clusters Score -1.14505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -11450502.000000 Penalty: 3775.936768
	Iteration 49Q: 3 clusters Score -1.14505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -11450500.000000 Penalty: 3775.936768
	Iteration 50Q: 3 clusters Score -1.14505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102102 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 3775.936768
	Iteration 51Q: 3 clusters Score -1.14505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -11450501.000000 Penalty: 3775.936768
	Iteration 52Q: 3 clusters Score -1.14505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -11450496.000000 Penalty: 3775.936768
	Iteration 53Q: 3 clusters Score -1.14505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 3775.936768
	Iteration 54Q: 3 clusters Score -1.14505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 3775.936768
	Iteration 55Q: 3 clusters Score -1.14505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 3775.936768
	Iteration 56Q: 3 clusters Score -1.14505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -11450501.000000 Penalty: 3775.936768
	Iteration 57Q: 3 clusters Score -1.14505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -11450498.000000 Penalty: 3775.936768
	Iteration 58Q: 3 clusters Score -1.14505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -11450495.000000 Penalty: 3775.936768
	Iteration 59Q: 3 clusters Score -1.14505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -11450500.000000 Penalty: 3775.936768
	Iteration 60F: 3 clusters Score -1.14505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -11450495.000000 Penalty: 3775.936768
	Iteration 61Q: 3 clusters Score -1.14505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -11450495.000000 Penalty: 3775.936768
	Iteration 62Q: 3 clusters Score -1.14505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -11450495.000000 Penalty: 3775.936768
	Iteration 63F: 3 clusters Score -1.14505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Entering Unmasked Estep 
Score: -4190095.750000 Penalty: 1724.015991
	Iteration 0F: 2 clusters Score -4190096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4162877.500000 Penalty: 3448.031982
	Iteration 0F: 3 clusters Score -4162878 nChanged 18799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4173658.750000 Penalty: 3448.031982
	Iteration 1F: 3 clusters Score -4173659 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4174281.750000 Penalty: 3448.031982
	Iteration 2Q: 3 clusters Score -4174282 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4175058.500000 Penalty: 3448.031982
	Iteration 3Q: 3 clusters Score -4175058 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4175952.750000 Penalty: 3448.031982
	Iteration 4Q: 3 clusters Score -4175953 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4177112.500000 Penalty: 3448.031982
	Iteration 5Q: 3 clusters Score -4177112 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4178433.250000 Penalty: 3448.031982
	Iteration 6F: 3 clusters Score -4178433 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4179846.000000 Penalty: 3448.031982
	Iteration 7F: 3 clusters Score -4179846 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -4181322.000000 Penalty: 3448.031982
	Iteration 8F: 3 clusters Score -4181322 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4182747.000000 Penalty: 3448.031982
	Iteration 9F: 3 clusters Score -4182747 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4184178.750000 Penalty: 3448.031982
	Iteration 10F: 3 clusters Score -4184179 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4185464.000000 Penalty: 3448.031982
	Iteration 11Q: 3 clusters Score -4185464 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4186515.750000 Penalty: 3448.031982
	Iteration 12Q: 3 clusters Score -4186516 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4187236.750000 Penalty: 3448.031982
	Iteration 13Q: 3 clusters Score -4187237 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4187731.000000 Penalty: 3448.031982
	Iteration 14Q: 3 clusters Score -4187731 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -4188024.000000 Penalty: 3448.031982
	Iteration 15Q: 3 clusters Score -4188024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -4188218.500000 Penalty: 3448.031982
	Iteration 16Q: 3 clusters Score -4188218 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -4188362.500000 Penalty: 3448.031982
	Iteration 17Q: 3 clusters Score -4188362 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4188439.750000 Penalty: 3448.031982
	Iteration 18Q: 3 clusters Score -4188440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4188496.250000 Penalty: 3448.031982
	Iteration 19Q: 3 clusters Score -4188496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4188518.500000 Penalty: 3448.031982
	Iteration 20F: 3 clusters Score -4188518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -4188531.750000 Penalty: 3448.031982
	Iteration 21Q: 3 clusters Score -4188532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4188549.250000 Penalty: 3448.031982
	Iteration 22Q: 3 clusters Score -4188549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4188564.250000 Penalty: 3448.031982
	Iteration 23Q: 3 clusters Score -4188564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4188581.250000 Penalty: 3448.031982
	Iteration 24Q: 3 clusters Score -4188581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -4188587.750000 Penalty: 3448.031982
	Iteration 25Q: 3 clusters Score -4188588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4188595.000000 Penalty: 3448.031982
	Iteration 26Q: 3 clusters Score -4188595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4188597.000000 Penalty: 3448.031982
	Iteration 27Q: 3 clusters Score -4188597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4188596.500000 Penalty: 3448.031982
	Iteration 28Q: 3 clusters Score -4188596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4188607.500000 Penalty: 3448.031982
	Iteration 29Q: 3 clusters Score -4188608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4188613.250000 Penalty: 3448.031982
	Iteration 30Q: 3 clusters Score -4188613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4188619.250000 Penalty: 3448.031982
	Iteration 31Q: 3 clusters Score -4188619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4188620.000000 Penalty: 3448.031982
	Iteration 32Q: 3 clusters Score -4188620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4188621.500000 Penalty: 3448.031982
	Iteration 33Q: 3 clusters Score -4188622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4188626.250000 Penalty: 3448.031982
	Iteration 34Q: 3 clusters Score -4188626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4188629.500000 Penalty: 3448.031982
	Iteration 35Q: 3 clusters Score -4188630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4188629.500000 Penalty: 3448.031982
	Iteration 36Q: 3 clusters Score -4188630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4188634.250000 Penalty: 3448.031982
	Iteration 37Q: 3 clusters Score -4188634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4188639.250000 Penalty: 3448.031982
	Iteration 38Q: 3 clusters Score -4188639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4188642.500000 Penalty: 3448.031982
	Iteration 39Q: 3 clusters Score -4188642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4188644.750000 Penalty: 3448.031982
	Iteration 40F: 3 clusters Score -4188645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4188639.750000 Penalty: 3448.031982
	Iteration 41Q: 3 clusters Score -4188640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4188644.500000 Penalty: 3448.031982
	Iteration 42Q: 3 clusters Score -4188644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4188651.500000 Penalty: 3448.031982
	Iteration 43Q: 3 clusters Score -4188652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4188652.000000 Penalty: 3448.031982
	Iteration 44Q: 3 clusters Score -4188652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4188654.000000 Penalty: 3448.031982
	Iteration 45Q: 3 clusters Score -4188654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -4188654.500000 Penalty: 3448.031982
	Iteration 46Q: 3 clusters Score -4188654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4188649.250000 Penalty: 3448.031982
	Iteration 47Q: 3 clusters Score -4188649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4188649.250000 Penalty: 3448.031982
	Iteration 48F: 3 clusters Score -4188649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -281265.468750 Penalty: 1291.784668
	Iteration 0F: 2 clusters Score -281265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -278683.000000 Penalty: 2583.569336
	Iteration 0F: 3 clusters Score -278683 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -279333.500000 Penalty: 2583.569336
	Iteration 1F: 3 clusters Score -279333.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -279491.312500 Penalty: 2583.569336
	Iteration 2F: 3 clusters Score -279491.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -279596.687500 Penalty: 2583.569336
	Iteration 3F: 3 clusters Score -279596.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -279675.593750 Penalty: 2583.569336
	Iteration 4Q: 3 clusters Score -279675.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -279739.250000 Penalty: 2583.569336
	Iteration 5Q: 3 clusters Score -279739.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -279793.406250 Penalty: 2583.569336
	Iteration 6Q: 3 clusters Score -279793.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -279830.406250 Penalty: 2583.569336
	Iteration 7Q: 3 clusters Score -279830.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -279858.875000 Penalty: 2583.569336
	Iteration 8Q: 3 clusters Score -279858.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -279888.843750 Penalty: 2583.569336
	Iteration 9Q: 3 clusters Score -279888.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -279928.937500 Penalty: 2583.569336
	Iteration 10Q: 3 clusters Score -279928.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -279975.968750 Penalty: 2583.569336
	Iteration 11Q: 3 clusters Score -279976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -280032.781250 Penalty: 2583.569336
	Iteration 12Q: 3 clusters Score -280032.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -280098.500000 Penalty: 2583.569336
	Iteration 13Q: 3 clusters Score -280098.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -280172.156250 Penalty: 2583.569336
	Iteration 14Q: 3 clusters Score -280172.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -280253.312500 Penalty: 2583.569336
	Iteration 15Q: 3 clusters Score -280253.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -280331.875000 Penalty: 2583.569336
	Iteration 16Q: 3 clusters Score -280331.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -280381.281250 Penalty: 2583.569336
	Iteration 17Q: 3 clusters Score -280381.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -280412.562500 Penalty: 2583.569336
	Iteration 18Q: 3 clusters Score -280412.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -280432.125000 Penalty: 2583.569336
	Iteration 19Q: 3 clusters Score -280432.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -280450.875000 Penalty: 2583.569336
	Iteration 20F: 3 clusters Score -280450.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -280464.781250 Penalty: 2583.569336
	Iteration 21Q: 3 clusters Score -280464.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -280471.437500 Penalty: 2583.569336
	Iteration 22Q: 3 clusters Score -280471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -280478.000000 Penalty: 2583.569336
	Iteration 23Q: 3 clusters Score -280478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -280484.062500 Penalty: 2583.569336
	Iteration 24Q: 3 clusters Score -280484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -280487.406250 Penalty: 2583.569336
	Iteration 25Q: 3 clusters Score -280487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -280488.843750 Penalty: 2583.569336
	Iteration 26Q: 3 clusters Score -280488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -280491.468750 Penalty: 2583.569336
	Iteration 27Q: 3 clusters Score -280491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -280492.562500 Penalty: 2583.569336
	Iteration 28Q: 3 clusters Score -280492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -280492.875000 Penalty: 2583.569336
	Iteration 29Q: 3 clusters Score -280492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -280492.875000 Penalty: 2583.569336
	Iteration 30F: 3 clusters Score -280492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -430874.718750 Penalty: 1377.173096
	Iteration 0F: 2 clusters Score -430874.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -427028.625000 Penalty: 2754.346191
	Iteration 0F: 3 clusters Score -427028.6 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -428177.812500 Penalty: 2754.346191
	Iteration 1F: 3 clusters Score -428177.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -428429.343750 Penalty: 2754.346191
	Iteration 2F: 3 clusters Score -428429.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -428593.500000 Penalty: 2754.346191
	Iteration 3F: 3 clusters Score -428593.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -428740.687500 Penalty: 2754.346191
	Iteration 4Q: 3 clusters Score -428740.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -428861.625000 Penalty: 2754.346191
	Iteration 5Q: 3 clusters Score -428861.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -428964.968750 Penalty: 2754.346191
	Iteration 6Q: 3 clusters Score -428965 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -429042.843750 Penalty: 2754.346191
	Iteration 7Q: 3 clusters Score -429042.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -429093.750000 Penalty: 2754.346191
	Iteration 8Q: 3 clusters Score -429093.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -429137.406250 Penalty: 2754.346191
	Iteration 9Q: 3 clusters Score -429137.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -429183.937500 Penalty: 2754.346191
	Iteration 10Q: 3 clusters Score -429183.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -429223.375000 Penalty: 2754.346191
	Iteration 11Q: 3 clusters Score -429223.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -429255.812500 Penalty: 2754.346191
	Iteration 12Q: 3 clusters Score -429255.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -429281.375000 Penalty: 2754.346191
	Iteration 13Q: 3 clusters Score -429281.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -429301.937500 Penalty: 2754.346191
	Iteration 14Q: 3 clusters Score -429301.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -429323.031250 Penalty: 2754.346191
	Iteration 15Q: 3 clusters Score -429323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -429342.468750 Penalty: 2754.346191
	Iteration 16Q: 3 clusters Score -429342.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -429360.718750 Penalty: 2754.346191
	Iteration 17Q: 3 clusters Score -429360.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -429375.125000 Penalty: 2754.346191
	Iteration 18Q: 3 clusters Score -429375.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -429393.812500 Penalty: 2754.346191
	Iteration 19Q: 3 clusters Score -429393.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -429416.343750 Penalty: 2754.346191
	Iteration 20F: 3 clusters Score -429416.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -429447.000000 Penalty: 2754.346191
	Iteration 21Q: 3 clusters Score -429447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -429485.625000 Penalty: 2754.346191
	Iteration 22Q: 3 clusters Score -429485.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429550.062500 Penalty: 2754.346191
	Iteration 23Q: 3 clusters Score -429550.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429636.718750 Penalty: 2754.346191
	Iteration 24Q: 3 clusters Score -429636.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429712.437500 Penalty: 2754.346191
	Iteration 25Q: 3 clusters Score -429712.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -429775.406250 Penalty: 2754.346191
	Iteration 26Q: 3 clusters Score -429775.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -429832.437500 Penalty: 2754.346191
	Iteration 27Q: 3 clusters Score -429832.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -429874.406250 Penalty: 2754.346191
	Iteration 28Q: 3 clusters Score -429874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -429898.968750 Penalty: 2754.346191
	Iteration 29Q: 3 clusters Score -429899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -429917.812500 Penalty: 2754.346191
	Iteration 30Q: 3 clusters Score -429917.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -429935.156250 Penalty: 2754.346191
	Iteration 31Q: 3 clusters Score -429935.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -429942.750000 Penalty: 2754.346191
	Iteration 32Q: 3 clusters Score -429942.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429947.968750 Penalty: 2754.346191
	Iteration 33Q: 3 clusters Score -429948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -429952.562500 Penalty: 2754.346191
	Iteration 34Q: 3 clusters Score -429952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -429954.843750 Penalty: 2754.346191
	Iteration 35Q: 3 clusters Score -429954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -429957.250000 Penalty: 2754.346191
	Iteration 36Q: 3 clusters Score -429957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -429959.593750 Penalty: 2754.346191
	Iteration 37Q: 3 clusters Score -429959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -429959.843750 Penalty: 2754.346191
	Iteration 38Q: 3 clusters Score -429959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -429960.062500 Penalty: 2754.346191
	Iteration 39Q: 3 clusters Score -429960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -429960.062500 Penalty: 2754.346191
	Iteration 40F: 3 clusters Score -429960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Entering Unmasked Estep 
Score: -2660575.250000 Penalty: 1665.040649
	Iteration 0F: 2 clusters Score -2660575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2641720.000000 Penalty: 3330.081299
	Iteration 0F: 3 clusters Score -2641720 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2649082.500000 Penalty: 3330.081299
	Iteration 1F: 3 clusters Score -2649082 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2650172.000000 Penalty: 3330.081299
	Iteration 2F: 3 clusters Score -2650172 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2651379.000000 Penalty: 3330.081299
	Iteration 3F: 3 clusters Score -2651379 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2652507.500000 Penalty: 3330.081299
	Iteration 4F: 3 clusters Score -2652508 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2653370.750000 Penalty: 3330.081299
	Iteration 5F: 3 clusters Score -2653371 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2653992.000000 Penalty: 3330.081299
	Iteration 6Q: 3 clusters Score -2653992 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2654435.500000 Penalty: 3330.081299
	Iteration 7Q: 3 clusters Score -2654436 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2654794.250000 Penalty: 3330.081299
	Iteration 8Q: 3 clusters Score -2654794 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2655119.500000 Penalty: 3330.081299
	Iteration 9Q: 3 clusters Score -2655120 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2655403.250000 Penalty: 3330.081299
	Iteration 10Q: 3 clusters Score -2655403 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2655686.250000 Penalty: 3330.081299
	Iteration 11Q: 3 clusters Score -2655686 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2655985.750000 Penalty: 3330.081299
	Iteration 12Q: 3 clusters Score -2655986 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2656281.000000 Penalty: 3330.081299
	Iteration 13Q: 3 clusters Score -2656281 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2656544.750000 Penalty: 3330.081299
	Iteration 14Q: 3 clusters Score -2656545 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2656727.500000 Penalty: 3330.081299
	Iteration 15Q: 3 clusters Score -2656728 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2656886.000000 Penalty: 3330.081299
	Iteration 16Q: 3 clusters Score -2656886 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2657001.500000 Penalty: 3330.081299
	Iteration 17Q: 3 clusters Score -2657002 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2657102.000000 Penalty: 3330.081299
	Iteration 18Q: 3 clusters Score -2657102 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2657180.500000 Penalty: 3330.081299
	Iteration 19Q: 3 clusters Score -2657180 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2657237.750000 Penalty: 3330.081299
	Iteration 20F: 3 clusters Score -2657238 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2657282.000000 Penalty: 3330.081299
	Iteration 21Q: 3 clusters Score -2657282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2657315.750000 Penalty: 3330.081299
	Iteration 22Q: 3 clusters Score -2657316 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2657352.250000 Penalty: 3330.081299
	Iteration 23Q: 3 clusters Score -2657352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2657394.000000 Penalty: 3330.081299
	Iteration 24Q: 3 clusters Score -2657394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2657436.750000 Penalty: 3330.081299
	Iteration 25Q: 3 clusters Score -2657437 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2657471.750000 Penalty: 3330.081299
	Iteration 26Q: 3 clusters Score -2657472 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2657493.000000 Penalty: 3330.081299
	Iteration 27Q: 3 clusters Score -2657493 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2657520.000000 Penalty: 3330.081299
	Iteration 28Q: 3 clusters Score -2657520 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2657539.500000 Penalty: 3330.081299
	Iteration 29Q: 3 clusters Score -2657540 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2657543.500000 Penalty: 3330.081299
	Iteration 30Q: 3 clusters Score -2657544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2657561.500000 Penalty: 3330.081299
	Iteration 31Q: 3 clusters Score -2657562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2657587.750000 Penalty: 3330.081299
	Iteration 32Q: 3 clusters Score -2657588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2657615.000000 Penalty: 3330.081299
	Iteration 33Q: 3 clusters Score -2657615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2657610.500000 Penalty: 3330.081299
	Iteration 34Q: 3 clusters Score -2657610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2657616.250000 Penalty: 3330.081299
	Iteration 35Q: 3 clusters Score -2657616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2657633.750000 Penalty: 3330.081299
	Iteration 36Q: 3 clusters Score -2657634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2657648.500000 Penalty: 3330.081299
	Iteration 37Q: 3 clusters Score -2657648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2657649.250000 Penalty: 3330.081299
	Iteration 38Q: 3 clusters Score -2657649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2657647.000000 Penalty: 3330.081299
	Iteration 39Q: 3 clusters Score -2657647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2657649.000000 Penalty: 3330.081299
	Iteration 40F: 3 clusters Score -2657649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2657654.000000 Penalty: 3330.081299
	Iteration 41Q: 3 clusters Score -2657654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2657656.750000 Penalty: 3330.081299
	Iteration 42Q: 3 clusters Score -2657657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2657658.250000 Penalty: 3330.081299
	Iteration 43Q: 3 clusters Score -2657658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2657658.000000 Penalty: 3330.081299
	Iteration 44Q: 3 clusters Score -2657658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2657655.500000 Penalty: 3330.081299
	Iteration 45Q: 3 clusters Score -2657656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2657655.500000 Penalty: 3330.081299
	Iteration 46Q: 3 clusters Score -2657656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2657659.500000 Penalty: 3330.081299
	Iteration 47Q: 3 clusters Score -2657660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2657658.250000 Penalty: 3330.081299
	Iteration 48Q: 3 clusters Score -2657658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2657659.750000 Penalty: 3330.081299
	Iteration 49Q: 3 clusters Score -2657660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2657663.750000 Penalty: 3330.081299
	Iteration 50Q: 3 clusters Score -2657664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2657664.000000 Penalty: 3330.081299
	Iteration 51Q: 3 clusters Score -2657664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2657662.250000 Penalty: 3330.081299
	Iteration 52Q: 3 clusters Score -2657662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2657664.750000 Penalty: 3330.081299
	Iteration 53Q: 3 clusters Score -2657665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2657665.250000 Penalty: 3330.081299
	Iteration 54Q: 3 clusters Score -2657665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2657667.250000 Penalty: 3330.081299
	Iteration 55Q: 3 clusters Score -2657667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2657668.000000 Penalty: 3330.081299
	Iteration 56Q: 3 clusters Score -2657668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2657667.500000 Penalty: 3330.081299
	Iteration 57Q: 3 clusters Score -2657668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2657667.000000 Penalty: 3330.081299
	Iteration 58Q: 3 clusters Score -2657667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2657666.000000 Penalty: 3330.081299
	Iteration 59Q: 3 clusters Score -2657666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2657666.000000 Penalty: 3330.081299
	Iteration 60F: 3 clusters Score -2657666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -233521.453125 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -233521.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -231192.343750 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -231192.3 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -231721.812500 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -231721.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -231887.984375 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -231888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232007.390625 Penalty: 2524.498291
	Iteration 3F: 3 clusters Score -232007.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -232116.250000 Penalty: 2524.498291
	Iteration 4F: 3 clusters Score -232116.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -232197.687500 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -232197.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -232287.453125 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -232287.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -232353.546875 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -232353.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -232411.921875 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -232411.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -232456.218750 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -232456.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -232486.937500 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -232486.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -232509.250000 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -232509.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -232531.984375 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -232532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -232550.671875 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -232550.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -232561.812500 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -232561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -232570.421875 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -232570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -232577.125000 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -232577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -232583.125000 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -232583.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -232589.296875 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -232589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -232591.687500 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -232591.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -232594.421875 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -232594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -232597.156250 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -232597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -232598.265625 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -232598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -232598.796875 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -232598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -232598.796875 Penalty: 2524.498291
	Iteration 24F: 3 clusters Score -232598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -875643.625000 Penalty: 1468.907959
	Iteration 0F: 2 clusters Score -875643.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -869552.750000 Penalty: 2937.815918
	Iteration 0F: 3 clusters Score -869552.8 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -871473.437500 Penalty: 2937.815918
	Iteration 1F: 3 clusters Score -871473.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -871683.937500 Penalty: 2937.815918
	Iteration 2F: 3 clusters Score -871683.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -871850.500000 Penalty: 2937.815918
	Iteration 3Q: 3 clusters Score -871850.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -871987.000000 Penalty: 2937.815918
	Iteration 4Q: 3 clusters Score -871987 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -872117.500000 Penalty: 2937.815918
	Iteration 5Q: 3 clusters Score -872117.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -872262.125000 Penalty: 2937.815918
	Iteration 6Q: 3 clusters Score -872262.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -872400.000000 Penalty: 2937.815918
	Iteration 7Q: 3 clusters Score -872400 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -872551.687500 Penalty: 2937.815918
	Iteration 8Q: 3 clusters Score -872551.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -872712.062500 Penalty: 2937.815918
	Iteration 9Q: 3 clusters Score -872712.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -872881.062500 Penalty: 2937.815918
	Iteration 10Q: 3 clusters Score -872881.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -873058.187500 Penalty: 2937.815918
	Iteration 11Q: 3 clusters Score -873058.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -873227.000000 Penalty: 2937.815918
	Iteration 12Q: 3 clusters Score -873227 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -873372.500000 Penalty: 2937.815918
	Iteration 13Q: 3 clusters Score -873372.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -873529.687500 Penalty: 2937.815918
	Iteration 14Q: 3 clusters Score -873529.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -873666.937500 Penalty: 2937.815918
	Iteration 15Q: 3 clusters Score -873666.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -873777.562500 Penalty: 2937.815918
	Iteration 16Q: 3 clusters Score -873777.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -873877.687500 Penalty: 2937.815918
	Iteration 17Q: 3 clusters Score -873877.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -873972.625000 Penalty: 2937.815918
	Iteration 18Q: 3 clusters Score -873972.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -874036.687500 Penalty: 2937.815918
	Iteration 19Q: 3 clusters Score -874036.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -874099.187500 Penalty: 2937.815918
	Iteration 20F: 3 clusters Score -874099.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -874160.375000 Penalty: 2937.815918
	Iteration 21Q: 3 clusters Score -874160.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -874211.125000 Penalty: 2937.815918
	Iteration 22Q: 3 clusters Score -874211.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -874249.312500 Penalty: 2937.815918
	Iteration 23Q: 3 clusters Score -874249.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -874277.750000 Penalty: 2937.815918
	Iteration 24Q: 3 clusters Score -874277.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -874301.687500 Penalty: 2937.815918
	Iteration 25Q: 3 clusters Score -874301.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -874325.437500 Penalty: 2937.815918
	Iteration 26Q: 3 clusters Score -874325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -874334.187500 Penalty: 2937.815918
	Iteration 27Q: 3 clusters Score -874334.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -874344.062500 Penalty: 2937.815918
	Iteration 28Q: 3 clusters Score -874344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -874351.437500 Penalty: 2937.815918
	Iteration 29Q: 3 clusters Score -874351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -874356.125000 Penalty: 2937.815918
	Iteration 30Q: 3 clusters Score -874356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -874359.250000 Penalty: 2937.815918
	Iteration 31Q: 3 clusters Score -874359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -874364.562500 Penalty: 2937.815918
	Iteration 32Q: 3 clusters Score -874364.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -874366.312500 Penalty: 2937.815918
	Iteration 33Q: 3 clusters Score -874366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -874372.437500 Penalty: 2937.815918
	Iteration 34Q: 3 clusters Score -874372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -874373.812500 Penalty: 2937.815918
	Iteration 35Q: 3 clusters Score -874373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -874374.875000 Penalty: 2937.815918
	Iteration 36Q: 3 clusters Score -874374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -874376.000000 Penalty: 2937.815918
	Iteration 37Q: 3 clusters Score -874376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -874377.000000 Penalty: 2937.815918
	Iteration 38Q: 3 clusters Score -874377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -874384.125000 Penalty: 2937.815918
	Iteration 39Q: 3 clusters Score -874384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -874391.000000 Penalty: 2937.815918
	Iteration 40F: 3 clusters Score -874391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -874395.625000 Penalty: 2937.815918
	Iteration 41Q: 3 clusters Score -874395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -874396.062500 Penalty: 2937.815918
	Iteration 42Q: 3 clusters Score -874396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -874396.062500 Penalty: 2937.815918
	Iteration 43F: 3 clusters Score -874396.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Entering Unmasked Estep 
Score: -1983755.125000 Penalty: 1606.158081
	Iteration 0F: 2 clusters Score -1983755 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 9844 members 
Entering Unmasked Estep 
Score: -1970334.250000 Penalty: 3212.316162
	Iteration 0F: 3 clusters Score -1970334 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1975314.375000 Penalty: 3212.316162
	Iteration 1F: 3 clusters Score -1975314 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1975849.750000 Penalty: 3212.316162
	Iteration 2F: 3 clusters Score -1975850 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1976432.625000 Penalty: 3212.316162
	Iteration 3F: 3 clusters Score -1976433 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1977095.375000 Penalty: 3212.316162
	Iteration 4F: 3 clusters Score -1977095 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1977807.375000 Penalty: 3212.316162
	Iteration 5F: 3 clusters Score -1977807 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1978595.875000 Penalty: 3212.316162
	Iteration 6F: 3 clusters Score -1978596 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1979443.875000 Penalty: 3212.316162
	Iteration 7F: 3 clusters Score -1979444 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1980294.250000 Penalty: 3212.316162
	Iteration 8F: 3 clusters Score -1980294 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1980996.625000 Penalty: 3212.316162
	Iteration 9Q: 3 clusters Score -1980997 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1981461.750000 Penalty: 3212.316162
	Iteration 10Q: 3 clusters Score -1981462 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1981800.875000 Penalty: 3212.316162
	Iteration 11Q: 3 clusters Score -1981801 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1982053.500000 Penalty: 3212.316162
	Iteration 12Q: 3 clusters Score -1982054 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1982262.875000 Penalty: 3212.316162
	Iteration 13Q: 3 clusters Score -1982263 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1982419.250000 Penalty: 3212.316162
	Iteration 14Q: 3 clusters Score -1982419 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1982565.750000 Penalty: 3212.316162
	Iteration 15Q: 3 clusters Score -1982566 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1982701.500000 Penalty: 3212.316162
	Iteration 16Q: 3 clusters Score -1982702 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1982802.500000 Penalty: 3212.316162
	Iteration 17Q: 3 clusters Score -1982802 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1982882.125000 Penalty: 3212.316162
	Iteration 18Q: 3 clusters Score -1982882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1982926.375000 Penalty: 3212.316162
	Iteration 19Q: 3 clusters Score -1982926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1982953.250000 Penalty: 3212.316162
	Iteration 20F: 3 clusters Score -1982953 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1982974.500000 Penalty: 3212.316162
	Iteration 21Q: 3 clusters Score -1982974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1982993.750000 Penalty: 3212.316162
	Iteration 22Q: 3 clusters Score -1982994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1983012.125000 Penalty: 3212.316162
	Iteration 23Q: 3 clusters Score -1983012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1983020.125000 Penalty: 3212.316162
	Iteration 24Q: 3 clusters Score -1983020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1983032.125000 Penalty: 3212.316162
	Iteration 25Q: 3 clusters Score -1983032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1983038.250000 Penalty: 3212.316162
	Iteration 26Q: 3 clusters Score -1983038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1983039.750000 Penalty: 3212.316162
	Iteration 27Q: 3 clusters Score -1983040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1983040.250000 Penalty: 3212.316162
	Iteration 28Q: 3 clusters Score -1983040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1983045.750000 Penalty: 3212.316162
	Iteration 29Q: 3 clusters Score -1983046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1983049.750000 Penalty: 3212.316162
	Iteration 30Q: 3 clusters Score -1983050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1983056.250000 Penalty: 3212.316162
	Iteration 31Q: 3 clusters Score -1983056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1983055.625000 Penalty: 3212.316162
	Iteration 32Q: 3 clusters Score -1983056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1983061.000000 Penalty: 3212.316162
	Iteration 33Q: 3 clusters Score -1983061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1983062.750000 Penalty: 3212.316162
	Iteration 34Q: 3 clusters Score -1983063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1983067.250000 Penalty: 3212.316162
	Iteration 35Q: 3 clusters Score -1983067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1983065.750000 Penalty: 3212.316162
	Iteration 36Q: 3 clusters Score -1983066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1983064.875000 Penalty: 3212.316162
	Iteration 37Q: 3 clusters Score -1983065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1983066.500000 Penalty: 3212.316162
	Iteration 38Q: 3 clusters Score -1983066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1983069.000000 Penalty: 3212.316162
	Iteration 39Q: 3 clusters Score -1983069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1983069.000000 Penalty: 3212.316162
	Iteration 40F: 3 clusters Score -1983069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Entering Unmasked Estep 
Score: -966999.187500 Penalty: 1486.763794
	Iteration 0F: 2 clusters Score -966999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -960156.500000 Penalty: 2973.527588
	Iteration 0F: 3 clusters Score -960156.5 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -962306.937500 Penalty: 2973.527588
	Iteration 1F: 3 clusters Score -962306.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -962555.687500 Penalty: 2973.527588
	Iteration 2F: 3 clusters Score -962555.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -962769.750000 Penalty: 2973.527588
	Iteration 3F: 3 clusters Score -962769.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -962947.187500 Penalty: 2973.527588
	Iteration 4Q: 3 clusters Score -962947.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -963122.875000 Penalty: 2973.527588
	Iteration 5Q: 3 clusters Score -963122.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -963316.875000 Penalty: 2973.527588
	Iteration 6Q: 3 clusters Score -963316.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -963528.000000 Penalty: 2973.527588
	Iteration 7Q: 3 clusters Score -963528 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -963791.625000 Penalty: 2973.527588
	Iteration 8Q: 3 clusters Score -963791.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -964062.312500 Penalty: 2973.527588
	Iteration 9Q: 3 clusters Score -964062.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -964288.125000 Penalty: 2973.527588
	Iteration 10Q: 3 clusters Score -964288.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -964480.375000 Penalty: 2973.527588
	Iteration 11Q: 3 clusters Score -964480.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -964652.750000 Penalty: 2973.527588
	Iteration 12Q: 3 clusters Score -964652.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -964818.437500 Penalty: 2973.527588
	Iteration 13Q: 3 clusters Score -964818.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -964960.750000 Penalty: 2973.527588
	Iteration 14Q: 3 clusters Score -964960.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -965081.750000 Penalty: 2973.527588
	Iteration 15Q: 3 clusters Score -965081.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -965183.250000 Penalty: 2973.527588
	Iteration 16Q: 3 clusters Score -965183.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -965267.625000 Penalty: 2973.527588
	Iteration 17Q: 3 clusters Score -965267.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -965337.187500 Penalty: 2973.527588
	Iteration 18Q: 3 clusters Score -965337.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -965400.125000 Penalty: 2973.527588
	Iteration 19Q: 3 clusters Score -965400.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -965447.812500 Penalty: 2973.527588
	Iteration 20F: 3 clusters Score -965447.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -965488.437500 Penalty: 2973.527588
	Iteration 21Q: 3 clusters Score -965488.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -965525.062500 Penalty: 2973.527588
	Iteration 22Q: 3 clusters Score -965525.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -965552.437500 Penalty: 2973.527588
	Iteration 23Q: 3 clusters Score -965552.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -965576.000000 Penalty: 2973.527588
	Iteration 24Q: 3 clusters Score -965576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -965594.500000 Penalty: 2973.527588
	Iteration 25Q: 3 clusters Score -965594.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -965610.125000 Penalty: 2973.527588
	Iteration 26Q: 3 clusters Score -965610.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -965622.812500 Penalty: 2973.527588
	Iteration 27Q: 3 clusters Score -965622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -965628.250000 Penalty: 2973.527588
	Iteration 28Q: 3 clusters Score -965628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -965631.937500 Penalty: 2973.527588
	Iteration 29Q: 3 clusters Score -965631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -965636.750000 Penalty: 2973.527588
	Iteration 30Q: 3 clusters Score -965636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -965641.812500 Penalty: 2973.527588
	Iteration 31Q: 3 clusters Score -965641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -965647.312500 Penalty: 2973.527588
	Iteration 32Q: 3 clusters Score -965647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -965650.437500 Penalty: 2973.527588
	Iteration 33Q: 3 clusters Score -965650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -965653.500000 Penalty: 2973.527588
	Iteration 34Q: 3 clusters Score -965653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -965655.937500 Penalty: 2973.527588
	Iteration 35Q: 3 clusters Score -965655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -965658.062500 Penalty: 2973.527588
	Iteration 36Q: 3 clusters Score -965658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -965658.312500 Penalty: 2973.527588
	Iteration 37Q: 3 clusters Score -965658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -965661.437500 Penalty: 2973.527588
	Iteration 38Q: 3 clusters Score -965661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -965662.937500 Penalty: 2973.527588
	Iteration 39Q: 3 clusters Score -965662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -965665.250000 Penalty: 2973.527588
	Iteration 40F: 3 clusters Score -965665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -965665.625000 Penalty: 2973.527588
	Iteration 41Q: 3 clusters Score -965665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -965666.375000 Penalty: 2973.527588
	Iteration 42Q: 3 clusters Score -965666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -965667.812500 Penalty: 2973.527588
	Iteration 43Q: 3 clusters Score -965667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -965668.937500 Penalty: 2973.527588
	Iteration 44Q: 3 clusters Score -965668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -965668.937500 Penalty: 2973.527588
	Iteration 45F: 3 clusters Score -965668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -657821.062500 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -657821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -652425.937500 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -652425.9 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -654405.625000 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -654405.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -654776.687500 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -654776.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -655074.812500 Penalty: 2885.058350
	Iteration 3F: 3 clusters Score -655074.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -655326.937500 Penalty: 2885.058350
	Iteration 4F: 3 clusters Score -655326.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -655531.000000 Penalty: 2885.058350
	Iteration 5Q: 3 clusters Score -655531 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -655719.812500 Penalty: 2885.058350
	Iteration 6Q: 3 clusters Score -655719.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -655883.062500 Penalty: 2885.058350
	Iteration 7Q: 3 clusters Score -655883.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -656041.062500 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -656041.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -656180.375000 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -656180.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -656290.562500 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -656290.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -656386.875000 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -656386.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -656470.812500 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -656470.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -656542.187500 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -656542.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -656597.750000 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -656597.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -656637.937500 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -656637.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -656682.437500 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -656682.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -656723.562500 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -656723.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -656755.250000 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -656755.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -656782.187500 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -656782.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -656799.812500 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -656799.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -656817.375000 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -656817.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -656835.562500 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -656835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -656845.062500 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -656845.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -656863.500000 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -656863.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -656884.062500 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -656884.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -656895.500000 Penalty: 2885.058350
	Iteration 26Q: 3 clusters Score -656895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -656902.687500 Penalty: 2885.058350
	Iteration 27Q: 3 clusters Score -656902.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -656911.187500 Penalty: 2885.058350
	Iteration 28Q: 3 clusters Score -656911.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -656917.562500 Penalty: 2885.058350
	Iteration 29Q: 3 clusters Score -656917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -656929.625000 Penalty: 2885.058350
	Iteration 30Q: 3 clusters Score -656929.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -656945.062500 Penalty: 2885.058350
	Iteration 31Q: 3 clusters Score -656945.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -656967.375000 Penalty: 2885.058350
	Iteration 32Q: 3 clusters Score -656967.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -656983.937500 Penalty: 2885.058350
	Iteration 33Q: 3 clusters Score -656983.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -656994.000000 Penalty: 2885.058350
	Iteration 34Q: 3 clusters Score -656994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -657001.062500 Penalty: 2885.058350
	Iteration 35Q: 3 clusters Score -657001.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -657011.500000 Penalty: 2885.058350
	Iteration 36Q: 3 clusters Score -657011.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -657021.875000 Penalty: 2885.058350
	Iteration 37Q: 3 clusters Score -657021.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -657031.750000 Penalty: 2885.058350
	Iteration 38Q: 3 clusters Score -657031.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -657037.375000 Penalty: 2885.058350
	Iteration 39Q: 3 clusters Score -657037.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -657043.812500 Penalty: 2885.058350
	Iteration 40F: 3 clusters Score -657043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -657052.312500 Penalty: 2885.058350
	Iteration 41Q: 3 clusters Score -657052.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -657059.750000 Penalty: 2885.058350
	Iteration 42Q: 3 clusters Score -657059.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -657068.062500 Penalty: 2885.058350
	Iteration 43Q: 3 clusters Score -657068.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -657075.625000 Penalty: 2885.058350
	Iteration 44Q: 3 clusters Score -657075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -657086.375000 Penalty: 2885.058350
	Iteration 45Q: 3 clusters Score -657086.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -657094.750000 Penalty: 2885.058350
	Iteration 46Q: 3 clusters Score -657094.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -657103.562500 Penalty: 2885.058350
	Iteration 47Q: 3 clusters Score -657103.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -657113.937500 Penalty: 2885.058350
	Iteration 48Q: 3 clusters Score -657113.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -657123.687500 Penalty: 2885.058350
	Iteration 49Q: 3 clusters Score -657123.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -657135.000000 Penalty: 2885.058350
	Iteration 50Q: 3 clusters Score -657135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -657148.125000 Penalty: 2885.058350
	Iteration 51Q: 3 clusters Score -657148.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -657163.125000 Penalty: 2885.058350
	Iteration 52Q: 3 clusters Score -657163.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -657175.812500 Penalty: 2885.058350
	Iteration 53Q: 3 clusters Score -657175.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -657183.562500 Penalty: 2885.058350
	Iteration 54Q: 3 clusters Score -657183.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -657191.437500 Penalty: 2885.058350
	Iteration 55Q: 3 clusters Score -657191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -657198.875000 Penalty: 2885.058350
	Iteration 56Q: 3 clusters Score -657198.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -657201.625000 Penalty: 2885.058350
	Iteration 57Q: 3 clusters Score -657201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -657203.437500 Penalty: 2885.058350
	Iteration 58Q: 3 clusters Score -657203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -657207.875000 Penalty: 2885.058350
	Iteration 59Q: 3 clusters Score -657207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -657213.437500 Penalty: 2885.058350
	Iteration 60F: 3 clusters Score -657213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -657217.812500 Penalty: 2885.058350
	Iteration 61Q: 3 clusters Score -657217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -657218.250000 Penalty: 2885.058350
	Iteration 62Q: 3 clusters Score -657218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -657218.875000 Penalty: 2885.058350
	Iteration 63Q: 3 clusters Score -657218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -657221.437500 Penalty: 2885.058350
	Iteration 64Q: 3 clusters Score -657221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -657224.437500 Penalty: 2885.058350
	Iteration 65Q: 3 clusters Score -657224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -657227.625000 Penalty: 2885.058350
	Iteration 66Q: 3 clusters Score -657227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -657229.875000 Penalty: 2885.058350
	Iteration 67Q: 3 clusters Score -657229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -657237.125000 Penalty: 2885.058350
	Iteration 68Q: 3 clusters Score -657237.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -657248.687500 Penalty: 2885.058350
	Iteration 69Q: 3 clusters Score -657248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -657252.062500 Penalty: 2885.058350
	Iteration 70Q: 3 clusters Score -657252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -657254.250000 Penalty: 2885.058350
	Iteration 71Q: 3 clusters Score -657254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -657257.437500 Penalty: 2885.058350
	Iteration 72Q: 3 clusters Score -657257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -657261.375000 Penalty: 2885.058350
	Iteration 73Q: 3 clusters Score -657261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -657263.375000 Penalty: 2885.058350
	Iteration 74Q: 3 clusters Score -657263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -657266.062500 Penalty: 2885.058350
	Iteration 75Q: 3 clusters Score -657266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -657268.000000 Penalty: 2885.058350
	Iteration 76Q: 3 clusters Score -657268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -657267.812500 Penalty: 2885.058350
	Iteration 77Q: 3 clusters Score -657267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -657267.812500 Penalty: 2885.058350
	Iteration 78F: 3 clusters Score -657267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Entering Unmasked Estep 
Score: -792123.687500 Penalty: 1454.819458
	Iteration 0F: 2 clusters Score -792123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -786425.750000 Penalty: 2909.638916
	Iteration 0F: 3 clusters Score -786425.8 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -788251.812500 Penalty: 2909.638916
	Iteration 1F: 3 clusters Score -788251.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -788491.437500 Penalty: 2909.638916
	Iteration 2F: 3 clusters Score -788491.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -788658.000000 Penalty: 2909.638916
	Iteration 3Q: 3 clusters Score -788658 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -788778.687500 Penalty: 2909.638916
	Iteration 4Q: 3 clusters Score -788778.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -788867.500000 Penalty: 2909.638916
	Iteration 5Q: 3 clusters Score -788867.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -788935.187500 Penalty: 2909.638916
	Iteration 6Q: 3 clusters Score -788935.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -788988.500000 Penalty: 2909.638916
	Iteration 7Q: 3 clusters Score -788988.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -789025.000000 Penalty: 2909.638916
	Iteration 8Q: 3 clusters Score -789025 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -789053.937500 Penalty: 2909.638916
	Iteration 9Q: 3 clusters Score -789053.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -789086.750000 Penalty: 2909.638916
	Iteration 10Q: 3 clusters Score -789086.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -789121.125000 Penalty: 2909.638916
	Iteration 11Q: 3 clusters Score -789121.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -789148.750000 Penalty: 2909.638916
	Iteration 12Q: 3 clusters Score -789148.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -789173.937500 Penalty: 2909.638916
	Iteration 13Q: 3 clusters Score -789173.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -789199.187500 Penalty: 2909.638916
	Iteration 14Q: 3 clusters Score -789199.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -789217.625000 Penalty: 2909.638916
	Iteration 15Q: 3 clusters Score -789217.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -789234.875000 Penalty: 2909.638916
	Iteration 16Q: 3 clusters Score -789234.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -789252.812500 Penalty: 2909.638916
	Iteration 17Q: 3 clusters Score -789252.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -789271.687500 Penalty: 2909.638916
	Iteration 18Q: 3 clusters Score -789271.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -789296.687500 Penalty: 2909.638916
	Iteration 19Q: 3 clusters Score -789296.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -789322.937500 Penalty: 2909.638916
	Iteration 20F: 3 clusters Score -789322.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -789353.500000 Penalty: 2909.638916
	Iteration 21Q: 3 clusters Score -789353.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -789396.937500 Penalty: 2909.638916
	Iteration 22Q: 3 clusters Score -789396.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -789453.125000 Penalty: 2909.638916
	Iteration 23Q: 3 clusters Score -789453.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -789530.875000 Penalty: 2909.638916
	Iteration 24Q: 3 clusters Score -789530.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -789604.062500 Penalty: 2909.638916
	Iteration 25Q: 3 clusters Score -789604.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -789683.000000 Penalty: 2909.638916
	Iteration 26Q: 3 clusters Score -789683 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -789764.375000 Penalty: 2909.638916
	Iteration 27Q: 3 clusters Score -789764.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -789839.562500 Penalty: 2909.638916
	Iteration 28Q: 3 clusters Score -789839.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -789924.437500 Penalty: 2909.638916
	Iteration 29Q: 3 clusters Score -789924.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -790025.062500 Penalty: 2909.638916
	Iteration 30Q: 3 clusters Score -790025.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -790119.500000 Penalty: 2909.638916
	Iteration 31Q: 3 clusters Score -790119.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -790216.750000 Penalty: 2909.638916
	Iteration 32Q: 3 clusters Score -790216.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -790314.312500 Penalty: 2909.638916
	Iteration 33Q: 3 clusters Score -790314.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -790395.562500 Penalty: 2909.638916
	Iteration 34Q: 3 clusters Score -790395.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -790474.375000 Penalty: 2909.638916
	Iteration 35Q: 3 clusters Score -790474.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -790559.187500 Penalty: 2909.638916
	Iteration 36Q: 3 clusters Score -790559.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -790624.500000 Penalty: 2909.638916
	Iteration 37Q: 3 clusters Score -790624.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -790686.375000 Penalty: 2909.638916
	Iteration 38Q: 3 clusters Score -790686.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -790737.250000 Penalty: 2909.638916
	Iteration 39Q: 3 clusters Score -790737.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -790792.437500 Penalty: 2909.638916
	Iteration 40F: 3 clusters Score -790792.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -790852.500000 Penalty: 2909.638916
	Iteration 41Q: 3 clusters Score -790852.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -790893.625000 Penalty: 2909.638916
	Iteration 42Q: 3 clusters Score -790893.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -790926.187500 Penalty: 2909.638916
	Iteration 43Q: 3 clusters Score -790926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -790940.437500 Penalty: 2909.638916
	Iteration 44Q: 3 clusters Score -790940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -790949.125000 Penalty: 2909.638916
	Iteration 45Q: 3 clusters Score -790949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -790953.312500 Penalty: 2909.638916
	Iteration 46Q: 3 clusters Score -790953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -790958.687500 Penalty: 2909.638916
	Iteration 47Q: 3 clusters Score -790958.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -790968.000000 Penalty: 2909.638916
	Iteration 48Q: 3 clusters Score -790968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -790974.750000 Penalty: 2909.638916
	Iteration 49Q: 3 clusters Score -790974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -790978.375000 Penalty: 2909.638916
	Iteration 50Q: 3 clusters Score -790978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -790977.875000 Penalty: 2909.638916
	Iteration 51Q: 3 clusters Score -790977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -790979.062500 Penalty: 2909.638916
	Iteration 52Q: 3 clusters Score -790979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -790980.375000 Penalty: 2909.638916
	Iteration 53Q: 3 clusters Score -790980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -790980.375000 Penalty: 2909.638916
	Iteration 54F: 3 clusters Score -790980.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -382468.656250 Penalty: 1345.615601
	Iteration 0F: 2 clusters Score -382468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -379224.468750 Penalty: 2691.231201
	Iteration 0F: 3 clusters Score -379224.5 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -380343.312500 Penalty: 2691.231201
	Iteration 1F: 3 clusters Score -380343.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -380752.718750 Penalty: 2691.231201
	Iteration 2F: 3 clusters Score -380752.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -381038.718750 Penalty: 2691.231201
	Iteration 3F: 3 clusters Score -381038.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -381213.093750 Penalty: 2691.231201
	Iteration 4F: 3 clusters Score -381213.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -381304.406250 Penalty: 2691.231201
	Iteration 5Q: 3 clusters Score -381304.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -381383.718750 Penalty: 2691.231201
	Iteration 6Q: 3 clusters Score -381383.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -381437.375000 Penalty: 2691.231201
	Iteration 7Q: 3 clusters Score -381437.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -381468.437500 Penalty: 2691.231201
	Iteration 8Q: 3 clusters Score -381468.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -381481.187500 Penalty: 2691.231201
	Iteration 9Q: 3 clusters Score -381481.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -381494.281250 Penalty: 2691.231201
	Iteration 10Q: 3 clusters Score -381494.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -381502.156250 Penalty: 2691.231201
	Iteration 11Q: 3 clusters Score -381502.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -381507.437500 Penalty: 2691.231201
	Iteration 12Q: 3 clusters Score -381507.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -381513.625000 Penalty: 2691.231201
	Iteration 13Q: 3 clusters Score -381513.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -381517.781250 Penalty: 2691.231201
	Iteration 14Q: 3 clusters Score -381517.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -381524.218750 Penalty: 2691.231201
	Iteration 15Q: 3 clusters Score -381524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -381529.000000 Penalty: 2691.231201
	Iteration 16Q: 3 clusters Score -381529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -381533.156250 Penalty: 2691.231201
	Iteration 17Q: 3 clusters Score -381533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -381538.000000 Penalty: 2691.231201
	Iteration 18Q: 3 clusters Score -381538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -381551.625000 Penalty: 2691.231201
	Iteration 19Q: 3 clusters Score -381551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -381558.343750 Penalty: 2691.231201
	Iteration 20F: 3 clusters Score -381558.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -381569.250000 Penalty: 2691.231201
	Iteration 21Q: 3 clusters Score -381569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -381575.343750 Penalty: 2691.231201
	Iteration 22Q: 3 clusters Score -381575.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -381586.781250 Penalty: 2691.231201
	Iteration 23Q: 3 clusters Score -381586.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -381595.062500 Penalty: 2691.231201
	Iteration 24Q: 3 clusters Score -381595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -381599.906250 Penalty: 2691.231201
	Iteration 25Q: 3 clusters Score -381599.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -381602.687500 Penalty: 2691.231201
	Iteration 26Q: 3 clusters Score -381602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -381606.468750 Penalty: 2691.231201
	Iteration 27Q: 3 clusters Score -381606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -381608.375000 Penalty: 2691.231201
	Iteration 28Q: 3 clusters Score -381608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -381608.937500 Penalty: 2691.231201
	Iteration 29Q: 3 clusters Score -381608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -381610.500000 Penalty: 2691.231201
	Iteration 30Q: 3 clusters Score -381610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -381613.468750 Penalty: 2691.231201
	Iteration 31Q: 3 clusters Score -381613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -381615.593750 Penalty: 2691.231201
	Iteration 32Q: 3 clusters Score -381615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -381616.000000 Penalty: 2691.231201
	Iteration 33Q: 3 clusters Score -381616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -381616.000000 Penalty: 2691.231201
	Iteration 34F: 3 clusters Score -381616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -198503.187500 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -198503.2 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 1019 members 
Entering Unmasked Estep 
Score: -196425.609375 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -196425.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -196983.109375 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -196983.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -197252.359375 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -197252.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -197545.578125 Penalty: 2471.752441
	Iteration 3F: 3 clusters Score -197545.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -197885.187500 Penalty: 2471.752441
	Iteration 4F: 3 clusters Score -197885.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -198052.625000 Penalty: 2471.752441
	Iteration 5F: 3 clusters Score -198052.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -198134.250000 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -198134.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -198217.046875 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -198217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -198283.828125 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -198283.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -198359.859375 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -198359.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -198426.875000 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -198426.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -198471.109375 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -198471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -198511.046875 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -198511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -198540.671875 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -198540.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -198553.312500 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -198553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -198563.718750 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -198563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -198567.968750 Penalty: 2471.752441
	Iteration 16Q: 3 clusters Score -198568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -198571.937500 Penalty: 2471.752441
	Iteration 17Q: 3 clusters Score -198571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -198574.500000 Penalty: 2471.752441
	Iteration 18Q: 3 clusters Score -198574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -198575.609375 Penalty: 2471.752441
	Iteration 19Q: 3 clusters Score -198575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -198575.609375 Penalty: 2471.752441
	Iteration 20F: 3 clusters Score -198575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111109 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 28181 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7166 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1943 members 
Mstep: Class 39 contains 1482 members 
Entering Unmasked Estep 
Score: -54942940.000000 Penalty: 83849.054688
Splitting cluster 26 changes total score from -54943836.000000 to -54942940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Entering Unmasked Estep 
Score: -2323780.500000 Penalty: 1629.837280
	Iteration 0F: 2 clusters Score -2323780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2308482.000000 Penalty: 3259.674561
	Iteration 0F: 3 clusters Score -2308482 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2314261.500000 Penalty: 3259.674561
	Iteration 1F: 3 clusters Score -2314262 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2314854.250000 Penalty: 3259.674561
	Iteration 2F: 3 clusters Score -2314854 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2315604.750000 Penalty: 3259.674561
	Iteration 3F: 3 clusters Score -2315605 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2316572.250000 Penalty: 3259.674561
	Iteration 4F: 3 clusters Score -2316572 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2317691.250000 Penalty: 3259.674561
	Iteration 5F: 3 clusters Score -2317691 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2318654.500000 Penalty: 3259.674561
	Iteration 6F: 3 clusters Score -2318654 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2319280.500000 Penalty: 3259.674561
	Iteration 7F: 3 clusters Score -2319280 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2319689.750000 Penalty: 3259.674561
	Iteration 8Q: 3 clusters Score -2319690 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2319941.250000 Penalty: 3259.674561
	Iteration 9Q: 3 clusters Score -2319941 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2320110.500000 Penalty: 3259.674561
	Iteration 10Q: 3 clusters Score -2320110 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2320261.250000 Penalty: 3259.674561
	Iteration 11Q: 3 clusters Score -2320261 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2320415.250000 Penalty: 3259.674561
	Iteration 12Q: 3 clusters Score -2320415 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2320570.750000 Penalty: 3259.674561
	Iteration 13Q: 3 clusters Score -2320571 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2320732.500000 Penalty: 3259.674561
	Iteration 14Q: 3 clusters Score -2320732 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2320864.500000 Penalty: 3259.674561
	Iteration 15Q: 3 clusters Score -2320864 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2320973.000000 Penalty: 3259.674561
	Iteration 16Q: 3 clusters Score -2320973 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2321075.000000 Penalty: 3259.674561
	Iteration 17Q: 3 clusters Score -2321075 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2321174.750000 Penalty: 3259.674561
	Iteration 18Q: 3 clusters Score -2321175 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2321275.000000 Penalty: 3259.674561
	Iteration 19Q: 3 clusters Score -2321275 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2321373.250000 Penalty: 3259.674561
	Iteration 20F: 3 clusters Score -2321373 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2321479.250000 Penalty: 3259.674561
	Iteration 21Q: 3 clusters Score -2321479 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2321592.750000 Penalty: 3259.674561
	Iteration 22Q: 3 clusters Score -2321593 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2321701.500000 Penalty: 3259.674561
	Iteration 23Q: 3 clusters Score -2321702 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2321832.750000 Penalty: 3259.674561
	Iteration 24Q: 3 clusters Score -2321833 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2321951.500000 Penalty: 3259.674561
	Iteration 25Q: 3 clusters Score -2321952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2322040.250000 Penalty: 3259.674561
	Iteration 26Q: 3 clusters Score -2322040 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2322126.250000 Penalty: 3259.674561
	Iteration 27Q: 3 clusters Score -2322126 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2322178.250000 Penalty: 3259.674561
	Iteration 28Q: 3 clusters Score -2322178 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2322249.750000 Penalty: 3259.674561
	Iteration 29Q: 3 clusters Score -2322250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2322300.250000 Penalty: 3259.674561
	Iteration 30Q: 3 clusters Score -2322300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2322331.500000 Penalty: 3259.674561
	Iteration 31Q: 3 clusters Score -2322332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2322358.250000 Penalty: 3259.674561
	Iteration 32Q: 3 clusters Score -2322358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2322376.500000 Penalty: 3259.674561
	Iteration 33Q: 3 clusters Score -2322376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2322393.000000 Penalty: 3259.674561
	Iteration 34Q: 3 clusters Score -2322393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2322413.500000 Penalty: 3259.674561
	Iteration 35Q: 3 clusters Score -2322414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2322422.750000 Penalty: 3259.674561
	Iteration 36Q: 3 clusters Score -2322423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2322427.000000 Penalty: 3259.674561
	Iteration 37Q: 3 clusters Score -2322427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2322429.000000 Penalty: 3259.674561
	Iteration 38Q: 3 clusters Score -2322429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2322428.500000 Penalty: 3259.674561
	Iteration 39Q: 3 clusters Score -2322428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2322439.250000 Penalty: 3259.674561
	Iteration 40F: 3 clusters Score -2322439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2322445.750000 Penalty: 3259.674561
	Iteration 41Q: 3 clusters Score -2322446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2322446.500000 Penalty: 3259.674561
	Iteration 42Q: 3 clusters Score -2322446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2322452.250000 Penalty: 3259.674561
	Iteration 43Q: 3 clusters Score -2322452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2322454.250000 Penalty: 3259.674561
	Iteration 44Q: 3 clusters Score -2322454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2322457.250000 Penalty: 3259.674561
	Iteration 45Q: 3 clusters Score -2322457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2322469.250000 Penalty: 3259.674561
	Iteration 46Q: 3 clusters Score -2322469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2322471.500000 Penalty: 3259.674561
	Iteration 47Q: 3 clusters Score -2322472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2322473.250000 Penalty: 3259.674561
	Iteration 48Q: 3 clusters Score -2322473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2322478.000000 Penalty: 3259.674561
	Iteration 49Q: 3 clusters Score -2322478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2322477.250000 Penalty: 3259.674561
	Iteration 50Q: 3 clusters Score -2322477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2322482.750000 Penalty: 3259.674561
	Iteration 51Q: 3 clusters Score -2322483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2322486.500000 Penalty: 3259.674561
	Iteration 52Q: 3 clusters Score -2322486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2322484.000000 Penalty: 3259.674561
	Iteration 53Q: 3 clusters Score -2322484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2322479.750000 Penalty: 3259.674561
	Iteration 54Q: 3 clusters Score -2322480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2322479.500000 Penalty: 3259.674561
	Iteration 55Q: 3 clusters Score -2322480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2322490.250000 Penalty: 3259.674561
	Iteration 56Q: 3 clusters Score -2322490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2322497.750000 Penalty: 3259.674561
	Iteration 57Q: 3 clusters Score -2322498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2322504.750000 Penalty: 3259.674561
	Iteration 58Q: 3 clusters Score -2322505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2322505.000000 Penalty: 3259.674561
	Iteration 59Q: 3 clusters Score -2322505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2322502.750000 Penalty: 3259.674561
	Iteration 60F: 3 clusters Score -2322503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2322503.750000 Penalty: 3259.674561
	Iteration 61Q: 3 clusters Score -2322504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2322505.750000 Penalty: 3259.674561
	Iteration 62Q: 3 clusters Score -2322506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2322507.750000 Penalty: 3259.674561
	Iteration 63Q: 3 clusters Score -2322508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2322508.000000 Penalty: 3259.674561
	Iteration 64Q: 3 clusters Score -2322508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2322506.750000 Penalty: 3259.674561
	Iteration 65Q: 3 clusters Score -2322507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2322502.500000 Penalty: 3259.674561
	Iteration 66Q: 3 clusters Score -2322502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2322506.750000 Penalty: 3259.674561
	Iteration 67Q: 3 clusters Score -2322507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2322505.250000 Penalty: 3259.674561
	Iteration 68Q: 3 clusters Score -2322505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2322502.000000 Penalty: 3259.674561
	Iteration 69Q: 3 clusters Score -2322502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2322506.250000 Penalty: 3259.674561
	Iteration 70Q: 3 clusters Score -2322506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2322504.750000 Penalty: 3259.674561
	Iteration 71Q: 3 clusters Score -2322505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2322503.000000 Penalty: 3259.674561
	Iteration 72Q: 3 clusters Score -2322503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2322503.250000 Penalty: 3259.674561
	Iteration 73Q: 3 clusters Score -2322503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2322506.000000 Penalty: 3259.674561
	Iteration 74Q: 3 clusters Score -2322506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2322504.500000 Penalty: 3259.674561
	Iteration 75Q: 3 clusters Score -2322504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2322502.000000 Penalty: 3259.674561
	Iteration 76Q: 3 clusters Score -2322502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2322506.000000 Penalty: 3259.674561
	Iteration 77Q: 3 clusters Score -2322506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2322506.250000 Penalty: 3259.674561
	Iteration 78Q: 3 clusters Score -2322506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2322504.750000 Penalty: 3259.674561
	Iteration 79Q: 3 clusters Score -2322505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2322504.250000 Penalty: 3259.674561
	Iteration 80F: 3 clusters Score -2322504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2322505.750000 Penalty: 3259.674561
	Iteration 81Q: 3 clusters Score -2322506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2322510.750000 Penalty: 3259.674561
	Iteration 82Q: 3 clusters Score -2322511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2322507.500000 Penalty: 3259.674561
	Iteration 83Q: 3 clusters Score -2322508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2322508.500000 Penalty: 3259.674561
	Iteration 84Q: 3 clusters Score -2322508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2322506.500000 Penalty: 3259.674561
	Iteration 85Q: 3 clusters Score -2322506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2322505.250000 Penalty: 3259.674561
	Iteration 86Q: 3 clusters Score -2322505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2322506.250000 Penalty: 3259.674561
	Iteration 87Q: 3 clusters Score -2322506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2322505.250000 Penalty: 3259.674561
	Iteration 88Q: 3 clusters Score -2322505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2322506.500000 Penalty: 3259.674561
	Iteration 89Q: 3 clusters Score -2322506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2322504.750000 Penalty: 3259.674561
	Iteration 90Q: 3 clusters Score -2322505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2322505.000000 Penalty: 3259.674561
	Iteration 91Q: 3 clusters Score -2322505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2322504.250000 Penalty: 3259.674561
	Iteration 92Q: 3 clusters Score -2322504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2322505.250000 Penalty: 3259.674561
	Iteration 93Q: 3 clusters Score -2322505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2322504.500000 Penalty: 3259.674561
	Iteration 94Q: 3 clusters Score -2322504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2322504.500000 Penalty: 3259.674561
	Iteration 95F: 3 clusters Score -2322504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -530131.312500 Penalty: 1395.674927
	Iteration 0F: 2 clusters Score -530131.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -525941.000000 Penalty: 2791.349854
	Iteration 0F: 3 clusters Score -525941 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -527166.937500 Penalty: 2791.349854
	Iteration 1F: 3 clusters Score -527166.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -527386.812500 Penalty: 2791.349854
	Iteration 2F: 3 clusters Score -527386.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -527543.062500 Penalty: 2791.349854
	Iteration 3F: 3 clusters Score -527543.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -527645.625000 Penalty: 2791.349854
	Iteration 4Q: 3 clusters Score -527645.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -527730.937500 Penalty: 2791.349854
	Iteration 5Q: 3 clusters Score -527730.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -527814.500000 Penalty: 2791.349854
	Iteration 6Q: 3 clusters Score -527814.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -527898.812500 Penalty: 2791.349854
	Iteration 7Q: 3 clusters Score -527898.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -527994.250000 Penalty: 2791.349854
	Iteration 8Q: 3 clusters Score -527994.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -528097.500000 Penalty: 2791.349854
	Iteration 9Q: 3 clusters Score -528097.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -528191.875000 Penalty: 2791.349854
	Iteration 10Q: 3 clusters Score -528191.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -528279.000000 Penalty: 2791.349854
	Iteration 11Q: 3 clusters Score -528279 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -528361.562500 Penalty: 2791.349854
	Iteration 12Q: 3 clusters Score -528361.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -528437.187500 Penalty: 2791.349854
	Iteration 13Q: 3 clusters Score -528437.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -528498.250000 Penalty: 2791.349854
	Iteration 14Q: 3 clusters Score -528498.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -528551.062500 Penalty: 2791.349854
	Iteration 15Q: 3 clusters Score -528551.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -528610.937500 Penalty: 2791.349854
	Iteration 16Q: 3 clusters Score -528610.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -528666.375000 Penalty: 2791.349854
	Iteration 17Q: 3 clusters Score -528666.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -528706.312500 Penalty: 2791.349854
	Iteration 18Q: 3 clusters Score -528706.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -528744.937500 Penalty: 2791.349854
	Iteration 19Q: 3 clusters Score -528744.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -528780.625000 Penalty: 2791.349854
	Iteration 20F: 3 clusters Score -528780.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -528815.500000 Penalty: 2791.349854
	Iteration 21Q: 3 clusters Score -528815.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -528842.687500 Penalty: 2791.349854
	Iteration 22Q: 3 clusters Score -528842.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -528865.250000 Penalty: 2791.349854
	Iteration 23Q: 3 clusters Score -528865.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -528887.062500 Penalty: 2791.349854
	Iteration 24Q: 3 clusters Score -528887.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -528900.812500 Penalty: 2791.349854
	Iteration 25Q: 3 clusters Score -528900.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -528922.625000 Penalty: 2791.349854
	Iteration 26Q: 3 clusters Score -528922.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -528941.187500 Penalty: 2791.349854
	Iteration 27Q: 3 clusters Score -528941.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -528961.375000 Penalty: 2791.349854
	Iteration 28Q: 3 clusters Score -528961.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -528969.062500 Penalty: 2791.349854
	Iteration 29Q: 3 clusters Score -528969.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -528973.562500 Penalty: 2791.349854
	Iteration 30Q: 3 clusters Score -528973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -528975.375000 Penalty: 2791.349854
	Iteration 31Q: 3 clusters Score -528975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -528977.875000 Penalty: 2791.349854
	Iteration 32Q: 3 clusters Score -528977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -528978.250000 Penalty: 2791.349854
	Iteration 33Q: 3 clusters Score -528978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -528980.687500 Penalty: 2791.349854
	Iteration 34Q: 3 clusters Score -528980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -528983.562500 Penalty: 2791.349854
	Iteration 35Q: 3 clusters Score -528983.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -528987.500000 Penalty: 2791.349854
	Iteration 36Q: 3 clusters Score -528987.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -528990.562500 Penalty: 2791.349854
	Iteration 37Q: 3 clusters Score -528990.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -528994.250000 Penalty: 2791.349854
	Iteration 38Q: 3 clusters Score -528994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -528997.062500 Penalty: 2791.349854
	Iteration 39Q: 3 clusters Score -528997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -528997.562500 Penalty: 2791.349854
	Iteration 40F: 3 clusters Score -528997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -528998.062500 Penalty: 2791.349854
	Iteration 41Q: 3 clusters Score -528998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -528997.812500 Penalty: 2791.349854
	Iteration 42Q: 3 clusters Score -528997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -528997.812500 Penalty: 2791.349854
	Iteration 43F: 3 clusters Score -528997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -162761.140625 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -162761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160909.453125 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -160909.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161433.921875 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -161433.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161621.125000 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -161621.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -161756.437500 Penalty: 2415.941650
	Iteration 3F: 3 clusters Score -161756.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161873.421875 Penalty: 2415.941650
	Iteration 4F: 3 clusters Score -161873.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161971.359375 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -161971.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -162050.812500 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -162050.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -162124.125000 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -162124.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -162181.328125 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -162181.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -162224.921875 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -162224.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -162248.968750 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -162249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -162258.093750 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -162258.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -162262.437500 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -162262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -162263.765625 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -162263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -162265.312500 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -162265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -162268.234375 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -162268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -162269.468750 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -162269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -162269.468750 Penalty: 2415.941650
	Iteration 17F: 3 clusters Score -162269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -168660.640625 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -168660.6 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 973 members 
Entering Unmasked Estep 
Score: -166647.765625 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -166647.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -167163.234375 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -167163.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -167348.375000 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -167348.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -167487.937500 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -167487.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -167593.906250 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -167593.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -167722.984375 Penalty: 2453.964844
	Iteration 5F: 3 clusters Score -167723 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -167872.671875 Penalty: 2453.964844
	Iteration 6F: 3 clusters Score -167872.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -168007.343750 Penalty: 2453.964844
	Iteration 7F: 3 clusters Score -168007.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168131.765625 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -168131.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168227.750000 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -168227.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -168315.562500 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -168315.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168389.515625 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -168389.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168432.890625 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -168432.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168454.328125 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -168454.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168463.593750 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -168463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168466.203125 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -168466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168467.062500 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -168467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168468.781250 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -168468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -168468.843750 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -168468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -168468.843750 Penalty: 2453.964844
	Iteration 19F: 3 clusters Score -168468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -266726.000000 Penalty: 1287.190552
	Iteration 0F: 2 clusters Score -266726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -264126.968750 Penalty: 2574.381104
	Iteration 0F: 3 clusters Score -264127 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -264778.062500 Penalty: 2574.381104
	Iteration 1F: 3 clusters Score -264778.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -264971.687500 Penalty: 2574.381104
	Iteration 2F: 3 clusters Score -264971.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -265175.843750 Penalty: 2574.381104
	Iteration 3F: 3 clusters Score -265175.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -265332.312500 Penalty: 2574.381104
	Iteration 4F: 3 clusters Score -265332.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -265500.250000 Penalty: 2574.381104
	Iteration 5F: 3 clusters Score -265500.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -265689.437500 Penalty: 2574.381104
	Iteration 6F: 3 clusters Score -265689.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -265860.093750 Penalty: 2574.381104
	Iteration 7F: 3 clusters Score -265860.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -266013.218750 Penalty: 2574.381104
	Iteration 8Q: 3 clusters Score -266013.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -266143.625000 Penalty: 2574.381104
	Iteration 9Q: 3 clusters Score -266143.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -266253.718750 Penalty: 2574.381104
	Iteration 10Q: 3 clusters Score -266253.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -266342.000000 Penalty: 2574.381104
	Iteration 11Q: 3 clusters Score -266342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -266435.750000 Penalty: 2574.381104
	Iteration 12Q: 3 clusters Score -266435.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -266530.718750 Penalty: 2574.381104
	Iteration 13Q: 3 clusters Score -266530.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -266581.437500 Penalty: 2574.381104
	Iteration 14Q: 3 clusters Score -266581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -266602.656250 Penalty: 2574.381104
	Iteration 15Q: 3 clusters Score -266602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -266609.656250 Penalty: 2574.381104
	Iteration 16Q: 3 clusters Score -266609.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -266613.250000 Penalty: 2574.381104
	Iteration 17Q: 3 clusters Score -266613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -266615.812500 Penalty: 2574.381104
	Iteration 18Q: 3 clusters Score -266615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -266616.562500 Penalty: 2574.381104
	Iteration 19Q: 3 clusters Score -266616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -266618.250000 Penalty: 2574.381104
	Iteration 20F: 3 clusters Score -266618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -266618.156250 Penalty: 2574.381104
	Iteration 21Q: 3 clusters Score -266618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -266619.406250 Penalty: 2574.381104
	Iteration 22Q: 3 clusters Score -266619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -266620.187500 Penalty: 2574.381104
	Iteration 23Q: 3 clusters Score -266620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -266620.187500 Penalty: 2574.381104
	Iteration 24F: 3 clusters Score -266620.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -484010.593750 Penalty: 1381.917603
	Iteration 0F: 2 clusters Score -484010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -480096.625000 Penalty: 2763.835205
	Iteration 0F: 3 clusters Score -480096.6 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -481302.500000 Penalty: 2763.835205
	Iteration 1F: 3 clusters Score -481302.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -481485.812500 Penalty: 2763.835205
	Iteration 2F: 3 clusters Score -481485.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -481596.343750 Penalty: 2763.835205
	Iteration 3Q: 3 clusters Score -481596.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -481677.562500 Penalty: 2763.835205
	Iteration 4Q: 3 clusters Score -481677.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -481752.937500 Penalty: 2763.835205
	Iteration 5Q: 3 clusters Score -481752.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -481836.718750 Penalty: 2763.835205
	Iteration 6Q: 3 clusters Score -481836.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -481930.843750 Penalty: 2763.835205
	Iteration 7Q: 3 clusters Score -481930.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -482028.343750 Penalty: 2763.835205
	Iteration 8Q: 3 clusters Score -482028.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -482121.781250 Penalty: 2763.835205
	Iteration 9Q: 3 clusters Score -482121.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -482212.500000 Penalty: 2763.835205
	Iteration 10Q: 3 clusters Score -482212.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -482305.343750 Penalty: 2763.835205
	Iteration 11Q: 3 clusters Score -482305.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -482406.500000 Penalty: 2763.835205
	Iteration 12Q: 3 clusters Score -482406.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -482506.156250 Penalty: 2763.835205
	Iteration 13Q: 3 clusters Score -482506.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -482581.843750 Penalty: 2763.835205
	Iteration 14Q: 3 clusters Score -482581.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -482639.312500 Penalty: 2763.835205
	Iteration 15Q: 3 clusters Score -482639.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -482692.718750 Penalty: 2763.835205
	Iteration 16Q: 3 clusters Score -482692.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -482730.593750 Penalty: 2763.835205
	Iteration 17Q: 3 clusters Score -482730.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -482790.250000 Penalty: 2763.835205
	Iteration 18Q: 3 clusters Score -482790.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -482846.468750 Penalty: 2763.835205
	Iteration 19Q: 3 clusters Score -482846.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -482911.562500 Penalty: 2763.835205
	Iteration 20F: 3 clusters Score -482911.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -482966.937500 Penalty: 2763.835205
	Iteration 21Q: 3 clusters Score -482966.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -483022.781250 Penalty: 2763.835205
	Iteration 22Q: 3 clusters Score -483022.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -483099.500000 Penalty: 2763.835205
	Iteration 23Q: 3 clusters Score -483099.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -483189.468750 Penalty: 2763.835205
	Iteration 24Q: 3 clusters Score -483189.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -483298.156250 Penalty: 2763.835205
	Iteration 25Q: 3 clusters Score -483298.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -483374.468750 Penalty: 2763.835205
	Iteration 26Q: 3 clusters Score -483374.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -483410.531250 Penalty: 2763.835205
	Iteration 27Q: 3 clusters Score -483410.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -483431.750000 Penalty: 2763.835205
	Iteration 28Q: 3 clusters Score -483431.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -483447.718750 Penalty: 2763.835205
	Iteration 29Q: 3 clusters Score -483447.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -483461.718750 Penalty: 2763.835205
	Iteration 30Q: 3 clusters Score -483461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -483471.906250 Penalty: 2763.835205
	Iteration 31Q: 3 clusters Score -483471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -483477.031250 Penalty: 2763.835205
	Iteration 32Q: 3 clusters Score -483477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -483478.906250 Penalty: 2763.835205
	Iteration 33Q: 3 clusters Score -483478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -483480.968750 Penalty: 2763.835205
	Iteration 34Q: 3 clusters Score -483481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -483481.187500 Penalty: 2763.835205
	Iteration 35Q: 3 clusters Score -483481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -483482.843750 Penalty: 2763.835205
	Iteration 36Q: 3 clusters Score -483482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -483484.343750 Penalty: 2763.835205
	Iteration 37Q: 3 clusters Score -483484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -483485.843750 Penalty: 2763.835205
	Iteration 38Q: 3 clusters Score -483485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -483488.093750 Penalty: 2763.835205
	Iteration 39Q: 3 clusters Score -483488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -483490.937500 Penalty: 2763.835205
	Iteration 40F: 3 clusters Score -483490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -483490.781250 Penalty: 2763.835205
	Iteration 41Q: 3 clusters Score -483490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -483491.187500 Penalty: 2763.835205
	Iteration 42Q: 3 clusters Score -483491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -483491.687500 Penalty: 2763.835205
	Iteration 43Q: 3 clusters Score -483491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -483491.687500 Penalty: 2763.835205
	Iteration 44F: 3 clusters Score -483491.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -707363.562500 Penalty: 1437.228027
	Iteration 0F: 2 clusters Score -707363.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -702129.000000 Penalty: 2874.456055
	Iteration 0F: 3 clusters Score -702129 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -703780.562500 Penalty: 2874.456055
	Iteration 1F: 3 clusters Score -703780.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -704127.000000 Penalty: 2874.456055
	Iteration 2F: 3 clusters Score -704127 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -704580.125000 Penalty: 2874.456055
	Iteration 3F: 3 clusters Score -704580.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -705102.687500 Penalty: 2874.456055
	Iteration 4F: 3 clusters Score -705102.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -705629.625000 Penalty: 2874.456055
	Iteration 5F: 3 clusters Score -705629.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -706038.062500 Penalty: 2874.456055
	Iteration 6F: 3 clusters Score -706038.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -706320.312500 Penalty: 2874.456055
	Iteration 7F: 3 clusters Score -706320.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -706500.437500 Penalty: 2874.456055
	Iteration 8Q: 3 clusters Score -706500.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -706636.187500 Penalty: 2874.456055
	Iteration 9Q: 3 clusters Score -706636.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -706786.375000 Penalty: 2874.456055
	Iteration 10Q: 3 clusters Score -706786.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -706899.812500 Penalty: 2874.456055
	Iteration 11Q: 3 clusters Score -706899.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -706982.312500 Penalty: 2874.456055
	Iteration 12Q: 3 clusters Score -706982.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -707033.750000 Penalty: 2874.456055
	Iteration 13Q: 3 clusters Score -707033.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -707059.500000 Penalty: 2874.456055
	Iteration 14Q: 3 clusters Score -707059.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -707082.562500 Penalty: 2874.456055
	Iteration 15Q: 3 clusters Score -707082.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -707096.625000 Penalty: 2874.456055
	Iteration 16Q: 3 clusters Score -707096.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -707102.187500 Penalty: 2874.456055
	Iteration 17Q: 3 clusters Score -707102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -707107.062500 Penalty: 2874.456055
	Iteration 18Q: 3 clusters Score -707107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -707112.312500 Penalty: 2874.456055
	Iteration 19Q: 3 clusters Score -707112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -707114.125000 Penalty: 2874.456055
	Iteration 20F: 3 clusters Score -707114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -707116.750000 Penalty: 2874.456055
	Iteration 21Q: 3 clusters Score -707116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -707121.625000 Penalty: 2874.456055
	Iteration 22Q: 3 clusters Score -707121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -707122.562500 Penalty: 2874.456055
	Iteration 23Q: 3 clusters Score -707122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -707125.437500 Penalty: 2874.456055
	Iteration 24Q: 3 clusters Score -707125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -707125.125000 Penalty: 2874.456055
	Iteration 25Q: 3 clusters Score -707125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -707125.562500 Penalty: 2874.456055
	Iteration 26Q: 3 clusters Score -707125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -707127.125000 Penalty: 2874.456055
	Iteration 27Q: 3 clusters Score -707127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -707126.812500 Penalty: 2874.456055
	Iteration 28Q: 3 clusters Score -707126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -707127.187500 Penalty: 2874.456055
	Iteration 29Q: 3 clusters Score -707127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -707127.187500 Penalty: 2874.456055
	Iteration 30F: 3 clusters Score -707127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -270370.531250 Penalty: 1286.303467
	Iteration 0F: 2 clusters Score -270370.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -267836.375000 Penalty: 2572.606934
	Iteration 0F: 3 clusters Score -267836.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -268432.156250 Penalty: 2572.606934
	Iteration 1F: 3 clusters Score -268432.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -268542.968750 Penalty: 2572.606934
	Iteration 2F: 3 clusters Score -268543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -268593.812500 Penalty: 2572.606934
	Iteration 3Q: 3 clusters Score -268593.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268625.687500 Penalty: 2572.606934
	Iteration 4Q: 3 clusters Score -268625.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268657.125000 Penalty: 2572.606934
	Iteration 5Q: 3 clusters Score -268657.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -268685.843750 Penalty: 2572.606934
	Iteration 6Q: 3 clusters Score -268685.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -268721.000000 Penalty: 2572.606934
	Iteration 7Q: 3 clusters Score -268721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268756.500000 Penalty: 2572.606934
	Iteration 8Q: 3 clusters Score -268756.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -268799.781250 Penalty: 2572.606934
	Iteration 9Q: 3 clusters Score -268799.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -268837.281250 Penalty: 2572.606934
	Iteration 10Q: 3 clusters Score -268837.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -268885.812500 Penalty: 2572.606934
	Iteration 11Q: 3 clusters Score -268885.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -268938.250000 Penalty: 2572.606934
	Iteration 12Q: 3 clusters Score -268938.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -268985.312500 Penalty: 2572.606934
	Iteration 13Q: 3 clusters Score -268985.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -269035.062500 Penalty: 2572.606934
	Iteration 14Q: 3 clusters Score -269035.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -269092.531250 Penalty: 2572.606934
	Iteration 15Q: 3 clusters Score -269092.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -269137.718750 Penalty: 2572.606934
	Iteration 16Q: 3 clusters Score -269137.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -269183.312500 Penalty: 2572.606934
	Iteration 17Q: 3 clusters Score -269183.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -269216.093750 Penalty: 2572.606934
	Iteration 18Q: 3 clusters Score -269216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -269235.812500 Penalty: 2572.606934
	Iteration 19Q: 3 clusters Score -269235.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -269252.375000 Penalty: 2572.606934
	Iteration 20F: 3 clusters Score -269252.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -269266.625000 Penalty: 2572.606934
	Iteration 21Q: 3 clusters Score -269266.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -269274.875000 Penalty: 2572.606934
	Iteration 22Q: 3 clusters Score -269274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -269282.437500 Penalty: 2572.606934
	Iteration 23Q: 3 clusters Score -269282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -269290.406250 Penalty: 2572.606934
	Iteration 24Q: 3 clusters Score -269290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -269298.375000 Penalty: 2572.606934
	Iteration 25Q: 3 clusters Score -269298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -269304.625000 Penalty: 2572.606934
	Iteration 26Q: 3 clusters Score -269304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -269312.312500 Penalty: 2572.606934
	Iteration 27Q: 3 clusters Score -269312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -269315.593750 Penalty: 2572.606934
	Iteration 28Q: 3 clusters Score -269315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -269318.937500 Penalty: 2572.606934
	Iteration 29Q: 3 clusters Score -269318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -269321.500000 Penalty: 2572.606934
	Iteration 30Q: 3 clusters Score -269321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -269322.406250 Penalty: 2572.606934
	Iteration 31Q: 3 clusters Score -269322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -269322.406250 Penalty: 2572.606934
	Iteration 32F: 3 clusters Score -269322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -1148041.375000 Penalty: 1516.166382
	Iteration 0F: 2 clusters Score -1148041 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 5568 members 
Entering Unmasked Estep 
Score: -1140024.500000 Penalty: 3032.332764
	Iteration 0F: 3 clusters Score -1140024 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1142607.750000 Penalty: 3032.332764
	Iteration 1F: 3 clusters Score -1142608 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1142979.125000 Penalty: 3032.332764
	Iteration 2F: 3 clusters Score -1142979 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1143382.250000 Penalty: 3032.332764
	Iteration 3F: 3 clusters Score -1143382 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1143832.875000 Penalty: 3032.332764
	Iteration 4F: 3 clusters Score -1143833 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1144274.375000 Penalty: 3032.332764
	Iteration 5F: 3 clusters Score -1144274 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1144736.875000 Penalty: 3032.332764
	Iteration 6F: 3 clusters Score -1144737 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1145160.750000 Penalty: 3032.332764
	Iteration 7F: 3 clusters Score -1145161 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1145504.875000 Penalty: 3032.332764
	Iteration 8Q: 3 clusters Score -1145505 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1145740.375000 Penalty: 3032.332764
	Iteration 9Q: 3 clusters Score -1145740 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1145944.000000 Penalty: 3032.332764
	Iteration 10Q: 3 clusters Score -1145944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1146108.375000 Penalty: 3032.332764
	Iteration 11Q: 3 clusters Score -1146108 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1146217.000000 Penalty: 3032.332764
	Iteration 12Q: 3 clusters Score -1146217 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1146292.125000 Penalty: 3032.332764
	Iteration 13Q: 3 clusters Score -1146292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1146351.000000 Penalty: 3032.332764
	Iteration 14Q: 3 clusters Score -1146351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1146405.750000 Penalty: 3032.332764
	Iteration 15Q: 3 clusters Score -1146406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1146457.750000 Penalty: 3032.332764
	Iteration 16Q: 3 clusters Score -1146458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1146515.000000 Penalty: 3032.332764
	Iteration 17Q: 3 clusters Score -1146515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1146562.250000 Penalty: 3032.332764
	Iteration 18Q: 3 clusters Score -1146562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1146603.125000 Penalty: 3032.332764
	Iteration 19Q: 3 clusters Score -1146603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1146633.375000 Penalty: 3032.332764
	Iteration 20F: 3 clusters Score -1146633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1146663.750000 Penalty: 3032.332764
	Iteration 21Q: 3 clusters Score -1146664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1146695.750000 Penalty: 3032.332764
	Iteration 22Q: 3 clusters Score -1146696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1146718.375000 Penalty: 3032.332764
	Iteration 23Q: 3 clusters Score -1146718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1146733.875000 Penalty: 3032.332764
	Iteration 24Q: 3 clusters Score -1146734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1146749.375000 Penalty: 3032.332764
	Iteration 25Q: 3 clusters Score -1146749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1146755.625000 Penalty: 3032.332764
	Iteration 26Q: 3 clusters Score -1146756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1146766.000000 Penalty: 3032.332764
	Iteration 27Q: 3 clusters Score -1146766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1146772.000000 Penalty: 3032.332764
	Iteration 28Q: 3 clusters Score -1146772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1146780.375000 Penalty: 3032.332764
	Iteration 29Q: 3 clusters Score -1146780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1146790.875000 Penalty: 3032.332764
	Iteration 30Q: 3 clusters Score -1146791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1146801.750000 Penalty: 3032.332764
	Iteration 31Q: 3 clusters Score -1146802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1146811.875000 Penalty: 3032.332764
	Iteration 32Q: 3 clusters Score -1146812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1146816.250000 Penalty: 3032.332764
	Iteration 33Q: 3 clusters Score -1146816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1146826.500000 Penalty: 3032.332764
	Iteration 34Q: 3 clusters Score -1146826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1146833.500000 Penalty: 3032.332764
	Iteration 35Q: 3 clusters Score -1146834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1146840.625000 Penalty: 3032.332764
	Iteration 36Q: 3 clusters Score -1146841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1146846.000000 Penalty: 3032.332764
	Iteration 37Q: 3 clusters Score -1146846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1146852.125000 Penalty: 3032.332764
	Iteration 38Q: 3 clusters Score -1146852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1146855.000000 Penalty: 3032.332764
	Iteration 39Q: 3 clusters Score -1146855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1146860.375000 Penalty: 3032.332764
	Iteration 40F: 3 clusters Score -1146860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1146859.500000 Penalty: 3032.332764
	Iteration 41Q: 3 clusters Score -1146860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1146860.875000 Penalty: 3032.332764
	Iteration 42Q: 3 clusters Score -1146861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1146861.125000 Penalty: 3032.332764
	Iteration 43Q: 3 clusters Score -1146861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1146861.125000 Penalty: 3032.332764
	Iteration 44F: 3 clusters Score -1146861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -98725.898438 Penalty: 1149.406372
	Iteration 0F: 2 clusters Score -98725.9 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 592 members 
Entering Unmasked Estep 
Score: -97261.882812 Penalty: 2298.812744
	Iteration 0F: 3 clusters Score -97261.88 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98065.648438 Penalty: 2298.812744
	Iteration 1F: 3 clusters Score -98065.65 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98517.875000 Penalty: 2298.812744
	Iteration 2F: 3 clusters Score -98517.88 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -98676.867188 Penalty: 2298.812744
	Iteration 3F: 3 clusters Score -98676.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -98755.960938 Penalty: 2298.812744
	Iteration 4Q: 3 clusters Score -98755.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -98797.500000 Penalty: 2298.812744
	Iteration 5Q: 3 clusters Score -98797.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -98834.828125 Penalty: 2298.812744
	Iteration 6Q: 3 clusters Score -98834.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -98867.117188 Penalty: 2298.812744
	Iteration 7Q: 3 clusters Score -98867.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -98906.554688 Penalty: 2298.812744
	Iteration 8Q: 3 clusters Score -98906.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -98938.187500 Penalty: 2298.812744
	Iteration 9Q: 3 clusters Score -98938.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -98962.507812 Penalty: 2298.812744
	Iteration 10Q: 3 clusters Score -98962.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -98987.062500 Penalty: 2298.812744
	Iteration 11Q: 3 clusters Score -98987.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -99023.359375 Penalty: 2298.812744
	Iteration 12Q: 3 clusters Score -99023.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -99070.132812 Penalty: 2298.812744
	Iteration 13Q: 3 clusters Score -99070.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -99104.265625 Penalty: 2298.812744
	Iteration 14Q: 3 clusters Score -99104.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -99124.265625 Penalty: 2298.812744
	Iteration 15Q: 3 clusters Score -99124.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -99143.359375 Penalty: 2298.812744
	Iteration 16Q: 3 clusters Score -99143.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -99143.679688 Penalty: 2298.812744
	Iteration 17Q: 3 clusters Score -99143.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -99144.437500 Penalty: 2298.812744
	Iteration 18F: 3 clusters Score -99144.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -99152.546875 Penalty: 2298.812744
	Iteration 19Q: 3 clusters Score -99152.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -99162.609375 Penalty: 2298.812744
	Iteration 20F: 3 clusters Score -99162.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -99164.773438 Penalty: 2298.812744
	Iteration 21Q: 3 clusters Score -99164.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -99165.835938 Penalty: 2298.812744
	Iteration 22Q: 3 clusters Score -99165.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -99165.835938 Penalty: 2298.812744
	Iteration 23F: 3 clusters Score -99165.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111109 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 28181 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7166 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 196 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1943 members 
Mstep: Class 39 contains 984 members 
Entering Unmasked Estep 
Score: -54943232.000000 Penalty: 83849.054688
Splitting cluster 36 changes total score from -54943836.000000 to -54943232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -207985.406250 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -207985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -205791.500000 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -205791.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -206285.656250 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -206285.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -206376.437500 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -206376.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206419.421875 Penalty: 2495.004639
	Iteration 3Q: 3 clusters Score -206419.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -206465.781250 Penalty: 2495.004639
	Iteration 4Q: 3 clusters Score -206465.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -206509.812500 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -206509.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -206548.187500 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -206548.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -206596.250000 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -206596.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -206637.265625 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -206637.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -206691.812500 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -206691.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -206745.484375 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -206745.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206805.390625 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -206805.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -206861.921875 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -206861.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -206917.984375 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -206918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -206978.531250 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -206978.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -207054.562500 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -207054.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -207132.015625 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -207132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -207194.625000 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -207194.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -207279.125000 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -207279.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -207363.406250 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -207363.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -207428.968750 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -207429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -207485.390625 Penalty: 2495.004639
	Iteration 21Q: 3 clusters Score -207485.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -207543.296875 Penalty: 2495.004639
	Iteration 22Q: 3 clusters Score -207543.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -207592.812500 Penalty: 2495.004639
	Iteration 23Q: 3 clusters Score -207592.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -207622.812500 Penalty: 2495.004639
	Iteration 24Q: 3 clusters Score -207622.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -207639.093750 Penalty: 2495.004639
	Iteration 25Q: 3 clusters Score -207639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -207649.640625 Penalty: 2495.004639
	Iteration 26Q: 3 clusters Score -207649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -207652.328125 Penalty: 2495.004639
	Iteration 27Q: 3 clusters Score -207652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -207652.906250 Penalty: 2495.004639
	Iteration 28Q: 3 clusters Score -207652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -207653.671875 Penalty: 2495.004639
	Iteration 29Q: 3 clusters Score -207653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -207653.859375 Penalty: 2495.004639
	Iteration 30Q: 3 clusters Score -207653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -207654.500000 Penalty: 2495.004639
	Iteration 31Q: 3 clusters Score -207654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -207655.437500 Penalty: 2495.004639
	Iteration 32Q: 3 clusters Score -207655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -207656.015625 Penalty: 2495.004639
	Iteration 33Q: 3 clusters Score -207656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -207657.921875 Penalty: 2495.004639
	Iteration 34Q: 3 clusters Score -207657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -207658.609375 Penalty: 2495.004639
	Iteration 35Q: 3 clusters Score -207658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -207661.156250 Penalty: 2495.004639
	Iteration 36Q: 3 clusters Score -207661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -207663.375000 Penalty: 2495.004639
	Iteration 37Q: 3 clusters Score -207663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -207663.656250 Penalty: 2495.004639
	Iteration 38Q: 3 clusters Score -207663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -207663.656250 Penalty: 2495.004639
	Iteration 39F: 3 clusters Score -207663.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -195145.140625 Penalty: 1230.448120
	Iteration 0F: 2 clusters Score -195145.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -193101.015625 Penalty: 2460.896240
	Iteration 0F: 3 clusters Score -193101 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -193515.656250 Penalty: 2460.896240
	Iteration 1F: 3 clusters Score -193515.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -193630.703125 Penalty: 2460.896240
	Iteration 2F: 3 clusters Score -193630.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -193674.031250 Penalty: 2460.896240
	Iteration 3Q: 3 clusters Score -193674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193708.734375 Penalty: 2460.896240
	Iteration 4Q: 3 clusters Score -193708.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -193737.531250 Penalty: 2460.896240
	Iteration 5Q: 3 clusters Score -193737.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193757.234375 Penalty: 2460.896240
	Iteration 6Q: 3 clusters Score -193757.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -193771.109375 Penalty: 2460.896240
	Iteration 7Q: 3 clusters Score -193771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193784.140625 Penalty: 2460.896240
	Iteration 8Q: 3 clusters Score -193784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -193790.468750 Penalty: 2460.896240
	Iteration 9Q: 3 clusters Score -193790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -193795.093750 Penalty: 2460.896240
	Iteration 10Q: 3 clusters Score -193795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193799.468750 Penalty: 2460.896240
	Iteration 11Q: 3 clusters Score -193799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -193803.812500 Penalty: 2460.896240
	Iteration 12Q: 3 clusters Score -193803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -193806.140625 Penalty: 2460.896240
	Iteration 13Q: 3 clusters Score -193806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -193808.250000 Penalty: 2460.896240
	Iteration 14Q: 3 clusters Score -193808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -193809.375000 Penalty: 2460.896240
	Iteration 15Q: 3 clusters Score -193809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -193809.750000 Penalty: 2460.896240
	Iteration 16Q: 3 clusters Score -193809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -193809.750000 Penalty: 2460.896240
	Iteration 17F: 3 clusters Score -193809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10488 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30420 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111109 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4793 members 
Mstep: Class 18 contains 28181 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7166 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2740 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943788.000000 Penalty: 81699.078125
Iteration 239Q: 39 clusters Score -5.494379e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10482 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74331 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62815 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111107 members 
Mstep: Class 15 contains 40509 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 28180 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 19617 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 2009 members 
Mstep: Class 27 contains 22691 members 
Mstep: Class 28 contains 5368 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11276 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943816.000000 Penalty: 81699.078125
Iteration 240F: 39 clusters Score -5.494382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74330 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111107 members 
Mstep: Class 15 contains 40509 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 28182 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7177 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 22691 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11276 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943784.000000 Penalty: 81699.078125
Iteration 241Q: 39 clusters Score -5.494378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10476 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 13184 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74329 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62813 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111106 members 
Mstep: Class 15 contains 40510 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 28186 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 19613 members 
Mstep: Class 22 contains 9409 members 
Mstep: Class 23 contains 7182 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22690 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11278 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943800.000000 Penalty: 81699.078125
Iteration 242Q: 39 clusters Score -5.49438e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 15185 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111106 members 
Mstep: Class 15 contains 40506 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 28187 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 19610 members 
Mstep: Class 22 contains 9409 members 
Mstep: Class 23 contains 7186 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 22687 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11280 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943792.000000 Penalty: 81699.078125
Iteration 243Q: 39 clusters Score -5.494379e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 15184 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62815 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111104 members 
Mstep: Class 15 contains 40503 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 28197 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 9410 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 22686 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11280 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943752.000000 Penalty: 81699.078125
Iteration 244Q: 39 clusters Score -5.494375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10480 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 15183 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111101 members 
Mstep: Class 15 contains 40503 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 9410 members 
Mstep: Class 23 contains 7193 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 22685 members 
Mstep: Class 28 contains 5365 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11280 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943796.000000 Penalty: 81699.078125
Iteration 245Q: 39 clusters Score -5.49438e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 4 contains 15364 members 
Mstep: Class 5 contains 15182 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62812 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111097 members 
Mstep: Class 15 contains 40504 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 9410 members 
Mstep: Class 23 contains 7200 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3926 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 22685 members 
Mstep: Class 28 contains 5360 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 6937 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11281 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943844.000000 Penalty: 81699.078125
Iteration 246Q: 39 clusters Score -5.494384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 15181 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 13186 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62813 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111093 members 
Mstep: Class 15 contains 40500 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 28220 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 9407 members 
Mstep: Class 23 contains 7206 members 
Mstep: Class 24 contains 7729 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22685 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11282 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943880.000000 Penalty: 81699.078125
Iteration 247Q: 39 clusters Score -5.494388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 15180 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 13185 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62813 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111093 members 
Mstep: Class 15 contains 40500 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 28226 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 9407 members 
Mstep: Class 23 contains 7212 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 22684 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11283 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 2158 members 
Mstep: Class 38 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943892.000000 Penalty: 81699.078125
Iteration 248Q: 39 clusters Score -5.494389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10475 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 4550 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30426 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111092 members 
Mstep: Class 15 contains 40500 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 28232 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 7215 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3916 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22681 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 11284 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 2159 members 
Mstep: Class 38 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943936.000000 Penalty: 81699.078125
Iteration 249Q: 39 clusters Score -5.494394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10471 members 
Mstep: Class 4 contains 15370 members 
Mstep: Class 5 contains 15177 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30428 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111091 members 
Mstep: Class 15 contains 40500 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4800 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 9409 members 
Mstep: Class 23 contains 7219 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22678 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1893 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2738 members 
Mstep: Class 35 contains 11285 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 2160 members 
Mstep: Class 38 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943920.000000 Penalty: 81699.078125
Iteration 250Q: 39 clusters Score -5.494392e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10466 members 
Mstep: Class 4 contains 15369 members 
Mstep: Class 5 contains 15175 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62814 members 
Mstep: Class 12 contains 30428 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111090 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 28248 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 9411 members 
Mstep: Class 23 contains 7223 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3908 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22676 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1894 members 
Mstep: Class 31 contains 2753 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2737 members 
Mstep: Class 35 contains 11286 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 2162 members 
Mstep: Class 38 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943932.000000 Penalty: 81699.078125
Iteration 251Q: 39 clusters Score -5.494393e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 15369 members 
Mstep: Class 5 contains 15173 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62810 members 
Mstep: Class 12 contains 30427 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111089 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 9414 members 
Mstep: Class 23 contains 7227 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22677 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11286 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2164 members 
Mstep: Class 38 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943912.000000 Penalty: 81699.078125
Iteration 252Q: 39 clusters Score -5.494391e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 4 contains 15367 members 
Mstep: Class 5 contains 15172 members 
Mstep: Class 6 contains 4561 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62808 members 
Mstep: Class 12 contains 30426 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111089 members 
Mstep: Class 15 contains 40496 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 9415 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22676 members 
Mstep: Class 28 contains 5353 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 2750 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943908.000000 Penalty: 81699.078125
Iteration 253Q: 39 clusters Score -5.494391e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10454 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15173 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62808 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111088 members 
Mstep: Class 15 contains 40496 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4798 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19595 members 
Mstep: Class 22 contains 9415 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22675 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2731 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 2171 members 
Mstep: Class 38 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943972.000000 Penalty: 81699.078125
Iteration 254Q: 39 clusters Score -5.494397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 4 contains 15369 members 
Mstep: Class 5 contains 15171 members 
Mstep: Class 6 contains 4565 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111087 members 
Mstep: Class 15 contains 40498 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 28255 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 19595 members 
Mstep: Class 22 contains 9416 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22674 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11288 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943960.000000 Penalty: 81699.078125
Iteration 255Q: 39 clusters Score -5.494396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 4 contains 15369 members 
Mstep: Class 5 contains 15169 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13180 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30423 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111085 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 28261 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9417 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22672 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11288 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2168 members 
Mstep: Class 38 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943948.000000 Penalty: 81699.078125
Iteration 256Q: 39 clusters Score -5.494395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15168 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62808 members 
Mstep: Class 12 contains 30424 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111085 members 
Mstep: Class 15 contains 40496 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 28263 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9418 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2166 members 
Mstep: Class 38 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943912.000000 Penalty: 81699.078125
Iteration 257Q: 39 clusters Score -5.494391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 10440 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111084 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 28265 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943960.000000 Penalty: 81699.078125
Iteration 258Q: 39 clusters Score -5.494396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13188 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74327 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111085 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28263 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943976.000000 Penalty: 81699.078125
Iteration 259Q: 39 clusters Score -5.494398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13190 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943980.000000 Penalty: 81699.078125
Iteration 260F: 39 clusters Score -5.494398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943976.000000 Penalty: 81699.078125
Iteration 261Q: 39 clusters Score -5.494398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943976.000000 Penalty: 81699.078125
Iteration 262F: 39 clusters Score -5.494398e+07 nChanged 0
Entering ConstructFrom: 
Score: -54943976.000000 Penalty: 81699.078125
Entering ConstructFrom: 
Trying to split cluster 1 (6277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Entering Unmasked Estep 
Score: -617533.750000 Penalty: 1421.005127
	Iteration 0F: 2 clusters Score -617533.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -612730.750000 Penalty: 2842.010254
	Iteration 0F: 3 clusters Score -612730.8 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -614089.625000 Penalty: 2842.010254
	Iteration 1F: 3 clusters Score -614089.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -614335.625000 Penalty: 2842.010254
	Iteration 2F: 3 clusters Score -614335.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -614550.312500 Penalty: 2842.010254
	Iteration 3F: 3 clusters Score -614550.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -614740.500000 Penalty: 2842.010254
	Iteration 4F: 3 clusters Score -614740.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -614922.250000 Penalty: 2842.010254
	Iteration 5Q: 3 clusters Score -614922.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -615127.000000 Penalty: 2842.010254
	Iteration 6Q: 3 clusters Score -615127 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -615314.937500 Penalty: 2842.010254
	Iteration 7Q: 3 clusters Score -615314.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -615489.625000 Penalty: 2842.010254
	Iteration 8Q: 3 clusters Score -615489.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -615662.750000 Penalty: 2842.010254
	Iteration 9Q: 3 clusters Score -615662.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -615829.750000 Penalty: 2842.010254
	Iteration 10Q: 3 clusters Score -615829.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -616007.500000 Penalty: 2842.010254
	Iteration 11Q: 3 clusters Score -616007.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -616216.812500 Penalty: 2842.010254
	Iteration 12Q: 3 clusters Score -616216.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -616459.062500 Penalty: 2842.010254
	Iteration 13Q: 3 clusters Score -616459.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -616692.500000 Penalty: 2842.010254
	Iteration 14Q: 3 clusters Score -616692.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -616876.000000 Penalty: 2842.010254
	Iteration 15Q: 3 clusters Score -616876 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -617074.500000 Penalty: 2842.010254
	Iteration 16Q: 3 clusters Score -617074.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -617221.625000 Penalty: 2842.010254
	Iteration 17Q: 3 clusters Score -617221.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -617347.375000 Penalty: 2842.010254
	Iteration 18Q: 3 clusters Score -617347.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -617461.250000 Penalty: 2842.010254
	Iteration 19Q: 3 clusters Score -617461.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -617594.625000 Penalty: 2842.010254
	Iteration 20F: 3 clusters Score -617594.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -617707.937500 Penalty: 2842.010254
	Iteration 21Q: 3 clusters Score -617707.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -617733.937500 Penalty: 2842.010254
	Iteration 22Q: 3 clusters Score -617733.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -617745.937500 Penalty: 2842.010254
	Iteration 23Q: 3 clusters Score -617745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -617750.687500 Penalty: 2842.010254
	Iteration 24Q: 3 clusters Score -617750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -617752.312500 Penalty: 2842.010254
	Iteration 25Q: 3 clusters Score -617752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -617753.250000 Penalty: 2842.010254
	Iteration 26Q: 3 clusters Score -617753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -617754.375000 Penalty: 2842.010254
	Iteration 27Q: 3 clusters Score -617754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -617754.375000 Penalty: 2842.010254
	Iteration 28F: 3 clusters Score -617754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Mstep: Class 39 contains 4601 members 
Entering Unmasked Estep 
Score: -54943372.000000 Penalty: 83849.054688
Splitting cluster 1 changes total score from -54943976.000000 to -54943372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -521432.937500 Penalty: 1386.014404
	Iteration 0F: 2 clusters Score -521432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -517447.812500 Penalty: 2772.028809
	Iteration 0F: 3 clusters Score -517447.8 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -518558.000000 Penalty: 2772.028809
	Iteration 1F: 3 clusters Score -518558 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -518743.343750 Penalty: 2772.028809
	Iteration 2F: 3 clusters Score -518743.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -518899.468750 Penalty: 2772.028809
	Iteration 3F: 3 clusters Score -518899.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -519058.406250 Penalty: 2772.028809
	Iteration 4Q: 3 clusters Score -519058.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -519213.187500 Penalty: 2772.028809
	Iteration 5Q: 3 clusters Score -519213.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -519369.468750 Penalty: 2772.028809
	Iteration 6Q: 3 clusters Score -519369.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -519491.437500 Penalty: 2772.028809
	Iteration 7Q: 3 clusters Score -519491.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -519591.125000 Penalty: 2772.028809
	Iteration 8Q: 3 clusters Score -519591.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -519672.187500 Penalty: 2772.028809
	Iteration 9Q: 3 clusters Score -519672.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -519733.000000 Penalty: 2772.028809
	Iteration 10Q: 3 clusters Score -519733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -519777.031250 Penalty: 2772.028809
	Iteration 11Q: 3 clusters Score -519777 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -519812.156250 Penalty: 2772.028809
	Iteration 12Q: 3 clusters Score -519812.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -519838.625000 Penalty: 2772.028809
	Iteration 13Q: 3 clusters Score -519838.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -519857.687500 Penalty: 2772.028809
	Iteration 14Q: 3 clusters Score -519857.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -519874.031250 Penalty: 2772.028809
	Iteration 15Q: 3 clusters Score -519874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -519886.968750 Penalty: 2772.028809
	Iteration 16Q: 3 clusters Score -519887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -519898.625000 Penalty: 2772.028809
	Iteration 17Q: 3 clusters Score -519898.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -519907.750000 Penalty: 2772.028809
	Iteration 18Q: 3 clusters Score -519907.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -519913.125000 Penalty: 2772.028809
	Iteration 19Q: 3 clusters Score -519913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -519919.343750 Penalty: 2772.028809
	Iteration 20F: 3 clusters Score -519919.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -519923.562500 Penalty: 2772.028809
	Iteration 21Q: 3 clusters Score -519923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -519926.468750 Penalty: 2772.028809
	Iteration 22Q: 3 clusters Score -519926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -519928.843750 Penalty: 2772.028809
	Iteration 23Q: 3 clusters Score -519928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -519930.187500 Penalty: 2772.028809
	Iteration 24Q: 3 clusters Score -519930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -519930.562500 Penalty: 2772.028809
	Iteration 25Q: 3 clusters Score -519930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -519931.375000 Penalty: 2772.028809
	Iteration 26Q: 3 clusters Score -519931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -519931.312500 Penalty: 2772.028809
	Iteration 27Q: 3 clusters Score -519931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -519932.093750 Penalty: 2772.028809
	Iteration 28Q: 3 clusters Score -519932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -519932.312500 Penalty: 2772.028809
	Iteration 29Q: 3 clusters Score -519932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -519932.812500 Penalty: 2772.028809
	Iteration 30Q: 3 clusters Score -519932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -519932.187500 Penalty: 2772.028809
	Iteration 31Q: 3 clusters Score -519932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -519933.156250 Penalty: 2772.028809
	Iteration 32Q: 3 clusters Score -519933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -519933.156250 Penalty: 2772.028809
	Iteration 33F: 3 clusters Score -519933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -1057500.250000 Penalty: 1503.661987
	Iteration 0F: 2 clusters Score -1057500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1050100.375000 Penalty: 3007.323975
	Iteration 0F: 3 clusters Score -1050100 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1052667.375000 Penalty: 3007.323975
	Iteration 1F: 3 clusters Score -1052667 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1053154.500000 Penalty: 3007.323975
	Iteration 2F: 3 clusters Score -1053154 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1053763.500000 Penalty: 3007.323975
	Iteration 3F: 3 clusters Score -1053764 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1054420.250000 Penalty: 3007.323975
	Iteration 4F: 3 clusters Score -1054420 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1055064.625000 Penalty: 3007.323975
	Iteration 5F: 3 clusters Score -1055065 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1055643.125000 Penalty: 3007.323975
	Iteration 6F: 3 clusters Score -1055643 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1056122.125000 Penalty: 3007.323975
	Iteration 7F: 3 clusters Score -1056122 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1056422.250000 Penalty: 3007.323975
	Iteration 8Q: 3 clusters Score -1056422 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1056596.250000 Penalty: 3007.323975
	Iteration 9Q: 3 clusters Score -1056596 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1056706.625000 Penalty: 3007.323975
	Iteration 10Q: 3 clusters Score -1056707 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1056784.625000 Penalty: 3007.323975
	Iteration 11Q: 3 clusters Score -1056785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1056848.875000 Penalty: 3007.323975
	Iteration 12Q: 3 clusters Score -1056849 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1056890.125000 Penalty: 3007.323975
	Iteration 13Q: 3 clusters Score -1056890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1056915.750000 Penalty: 3007.323975
	Iteration 14Q: 3 clusters Score -1056916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1056938.125000 Penalty: 3007.323975
	Iteration 15Q: 3 clusters Score -1056938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1056960.875000 Penalty: 3007.323975
	Iteration 16Q: 3 clusters Score -1056961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1056987.875000 Penalty: 3007.323975
	Iteration 17Q: 3 clusters Score -1056988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1057015.125000 Penalty: 3007.323975
	Iteration 18Q: 3 clusters Score -1057015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1057046.375000 Penalty: 3007.323975
	Iteration 19Q: 3 clusters Score -1057046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1057079.375000 Penalty: 3007.323975
	Iteration 20F: 3 clusters Score -1057079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1057109.000000 Penalty: 3007.323975
	Iteration 21Q: 3 clusters Score -1057109 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1057151.500000 Penalty: 3007.323975
	Iteration 22Q: 3 clusters Score -1057152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1057206.625000 Penalty: 3007.323975
	Iteration 23Q: 3 clusters Score -1057207 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1057275.250000 Penalty: 3007.323975
	Iteration 24Q: 3 clusters Score -1057275 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1057334.625000 Penalty: 3007.323975
	Iteration 25Q: 3 clusters Score -1057335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1057378.750000 Penalty: 3007.323975
	Iteration 26Q: 3 clusters Score -1057379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1057401.625000 Penalty: 3007.323975
	Iteration 27Q: 3 clusters Score -1057402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1057422.625000 Penalty: 3007.323975
	Iteration 28Q: 3 clusters Score -1057423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1057434.875000 Penalty: 3007.323975
	Iteration 29Q: 3 clusters Score -1057435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1057442.625000 Penalty: 3007.323975
	Iteration 30Q: 3 clusters Score -1057443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1057445.125000 Penalty: 3007.323975
	Iteration 31Q: 3 clusters Score -1057445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1057446.750000 Penalty: 3007.323975
	Iteration 32Q: 3 clusters Score -1057447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1057454.000000 Penalty: 3007.323975
	Iteration 33Q: 3 clusters Score -1057454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1057454.375000 Penalty: 3007.323975
	Iteration 34Q: 3 clusters Score -1057454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1057456.125000 Penalty: 3007.323975
	Iteration 35Q: 3 clusters Score -1057456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1057458.250000 Penalty: 3007.323975
	Iteration 36Q: 3 clusters Score -1057458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1057457.875000 Penalty: 3007.323975
	Iteration 37Q: 3 clusters Score -1057458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1057458.750000 Penalty: 3007.323975
	Iteration 38Q: 3 clusters Score -1057459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1057459.625000 Penalty: 3007.323975
	Iteration 39Q: 3 clusters Score -1057460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1057458.125000 Penalty: 3007.323975
	Iteration 40F: 3 clusters Score -1057458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1057457.875000 Penalty: 3007.323975
	Iteration 41Q: 3 clusters Score -1057458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1057458.875000 Penalty: 3007.323975
	Iteration 42Q: 3 clusters Score -1057459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1057458.125000 Penalty: 3007.323975
	Iteration 43Q: 3 clusters Score -1057458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1057458.125000 Penalty: 3007.323975
	Iteration 44F: 3 clusters Score -1057458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Entering Unmasked Estep 
Score: -1549235.000000 Penalty: 1566.506836
	Iteration 0F: 2 clusters Score -1549235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1538655.000000 Penalty: 3133.013672
	Iteration 0F: 3 clusters Score -1538655 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1542644.000000 Penalty: 3133.013672
	Iteration 1F: 3 clusters Score -1542644 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1543215.125000 Penalty: 3133.013672
	Iteration 2F: 3 clusters Score -1543215 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1543665.250000 Penalty: 3133.013672
	Iteration 3F: 3 clusters Score -1543665 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1544037.125000 Penalty: 3133.013672
	Iteration 4F: 3 clusters Score -1544037 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1544366.750000 Penalty: 3133.013672
	Iteration 5Q: 3 clusters Score -1544367 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1544701.250000 Penalty: 3133.013672
	Iteration 6Q: 3 clusters Score -1544701 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1545077.750000 Penalty: 3133.013672
	Iteration 7Q: 3 clusters Score -1545078 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1545513.500000 Penalty: 3133.013672
	Iteration 8Q: 3 clusters Score -1545514 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1545990.875000 Penalty: 3133.013672
	Iteration 9Q: 3 clusters Score -1545991 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1546445.625000 Penalty: 3133.013672
	Iteration 10Q: 3 clusters Score -1546446 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1546798.125000 Penalty: 3133.013672
	Iteration 11Q: 3 clusters Score -1546798 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1547057.250000 Penalty: 3133.013672
	Iteration 12Q: 3 clusters Score -1547057 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1547217.125000 Penalty: 3133.013672
	Iteration 13Q: 3 clusters Score -1547217 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1547343.500000 Penalty: 3133.013672
	Iteration 14Q: 3 clusters Score -1547344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1547440.875000 Penalty: 3133.013672
	Iteration 15Q: 3 clusters Score -1547441 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1547525.000000 Penalty: 3133.013672
	Iteration 16Q: 3 clusters Score -1547525 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1547603.250000 Penalty: 3133.013672
	Iteration 17Q: 3 clusters Score -1547603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1547686.750000 Penalty: 3133.013672
	Iteration 18Q: 3 clusters Score -1547687 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1547747.625000 Penalty: 3133.013672
	Iteration 19Q: 3 clusters Score -1547748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1547803.750000 Penalty: 3133.013672
	Iteration 20F: 3 clusters Score -1547804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1547872.250000 Penalty: 3133.013672
	Iteration 21Q: 3 clusters Score -1547872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1547926.125000 Penalty: 3133.013672
	Iteration 22Q: 3 clusters Score -1547926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1547979.750000 Penalty: 3133.013672
	Iteration 23Q: 3 clusters Score -1547980 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1548035.500000 Penalty: 3133.013672
	Iteration 24Q: 3 clusters Score -1548036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1548096.000000 Penalty: 3133.013672
	Iteration 25Q: 3 clusters Score -1548096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1548150.000000 Penalty: 3133.013672
	Iteration 26Q: 3 clusters Score -1548150 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1548205.125000 Penalty: 3133.013672
	Iteration 27Q: 3 clusters Score -1548205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1548274.125000 Penalty: 3133.013672
	Iteration 28Q: 3 clusters Score -1548274 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1548342.625000 Penalty: 3133.013672
	Iteration 29Q: 3 clusters Score -1548343 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1548403.000000 Penalty: 3133.013672
	Iteration 30Q: 3 clusters Score -1548403 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1548473.125000 Penalty: 3133.013672
	Iteration 31Q: 3 clusters Score -1548473 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1548543.875000 Penalty: 3133.013672
	Iteration 32Q: 3 clusters Score -1548544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1548615.250000 Penalty: 3133.013672
	Iteration 33Q: 3 clusters Score -1548615 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1548693.250000 Penalty: 3133.013672
	Iteration 34Q: 3 clusters Score -1548693 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1548772.500000 Penalty: 3133.013672
	Iteration 35Q: 3 clusters Score -1548772 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1548839.500000 Penalty: 3133.013672
	Iteration 36Q: 3 clusters Score -1548840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1548873.375000 Penalty: 3133.013672
	Iteration 37Q: 3 clusters Score -1548873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1548896.000000 Penalty: 3133.013672
	Iteration 38Q: 3 clusters Score -1548896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1548908.125000 Penalty: 3133.013672
	Iteration 39Q: 3 clusters Score -1548908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1548944.500000 Penalty: 3133.013672
	Iteration 40F: 3 clusters Score -1548944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1548961.250000 Penalty: 3133.013672
	Iteration 41Q: 3 clusters Score -1548961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1548983.375000 Penalty: 3133.013672
	Iteration 42Q: 3 clusters Score -1548983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1549001.000000 Penalty: 3133.013672
	Iteration 43Q: 3 clusters Score -1549001 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1549011.750000 Penalty: 3133.013672
	Iteration 44Q: 3 clusters Score -1549012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1549024.500000 Penalty: 3133.013672
	Iteration 45Q: 3 clusters Score -1549024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1549037.375000 Penalty: 3133.013672
	Iteration 46Q: 3 clusters Score -1549037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1549050.125000 Penalty: 3133.013672
	Iteration 47Q: 3 clusters Score -1549050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1549062.750000 Penalty: 3133.013672
	Iteration 48Q: 3 clusters Score -1549063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1549070.375000 Penalty: 3133.013672
	Iteration 49Q: 3 clusters Score -1549070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1549076.750000 Penalty: 3133.013672
	Iteration 50Q: 3 clusters Score -1549077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1549079.875000 Penalty: 3133.013672
	Iteration 51Q: 3 clusters Score -1549080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1549090.750000 Penalty: 3133.013672
	Iteration 52Q: 3 clusters Score -1549091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1549097.000000 Penalty: 3133.013672
	Iteration 53Q: 3 clusters Score -1549097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1549100.625000 Penalty: 3133.013672
	Iteration 54Q: 3 clusters Score -1549101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1549101.250000 Penalty: 3133.013672
	Iteration 55Q: 3 clusters Score -1549101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1549107.625000 Penalty: 3133.013672
	Iteration 56Q: 3 clusters Score -1549108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1549104.375000 Penalty: 3133.013672
	Iteration 57Q: 3 clusters Score -1549104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1549113.500000 Penalty: 3133.013672
	Iteration 58Q: 3 clusters Score -1549114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1549118.875000 Penalty: 3133.013672
	Iteration 59Q: 3 clusters Score -1549119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1549121.625000 Penalty: 3133.013672
	Iteration 60F: 3 clusters Score -1549122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1549118.250000 Penalty: 3133.013672
	Iteration 61Q: 3 clusters Score -1549118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1549118.375000 Penalty: 3133.013672
	Iteration 62Q: 3 clusters Score -1549118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1549123.125000 Penalty: 3133.013672
	Iteration 63Q: 3 clusters Score -1549123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1549125.125000 Penalty: 3133.013672
	Iteration 64Q: 3 clusters Score -1549125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1549127.750000 Penalty: 3133.013672
	Iteration 65Q: 3 clusters Score -1549128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1549126.125000 Penalty: 3133.013672
	Iteration 66Q: 3 clusters Score -1549126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1549129.750000 Penalty: 3133.013672
	Iteration 67Q: 3 clusters Score -1549130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1549129.125000 Penalty: 3133.013672
	Iteration 68Q: 3 clusters Score -1549129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1549129.250000 Penalty: 3133.013672
	Iteration 69Q: 3 clusters Score -1549129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1549128.625000 Penalty: 3133.013672
	Iteration 70Q: 3 clusters Score -1549129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1549129.500000 Penalty: 3133.013672
	Iteration 71Q: 3 clusters Score -1549130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1549126.750000 Penalty: 3133.013672
	Iteration 72Q: 3 clusters Score -1549127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1549126.750000 Penalty: 3133.013672
	Iteration 73F: 3 clusters Score -1549127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Entering Unmasked Estep 
Score: -1513368.750000 Penalty: 1564.356812
	Iteration 0F: 2 clusters Score -1513369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1502844.375000 Penalty: 3128.713623
	Iteration 0F: 3 clusters Score -1502844 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1506816.500000 Penalty: 3128.713623
	Iteration 1F: 3 clusters Score -1506816 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1507527.125000 Penalty: 3128.713623
	Iteration 2F: 3 clusters Score -1507527 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1508341.875000 Penalty: 3128.713623
	Iteration 3F: 3 clusters Score -1508342 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1509121.125000 Penalty: 3128.713623
	Iteration 4F: 3 clusters Score -1509121 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1509821.500000 Penalty: 3128.713623
	Iteration 5F: 3 clusters Score -1509822 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1510397.250000 Penalty: 3128.713623
	Iteration 6F: 3 clusters Score -1510397 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1510855.250000 Penalty: 3128.713623
	Iteration 7Q: 3 clusters Score -1510855 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1511203.500000 Penalty: 3128.713623
	Iteration 8Q: 3 clusters Score -1511204 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1511466.375000 Penalty: 3128.713623
	Iteration 9Q: 3 clusters Score -1511466 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1511646.250000 Penalty: 3128.713623
	Iteration 10Q: 3 clusters Score -1511646 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1511775.875000 Penalty: 3128.713623
	Iteration 11Q: 3 clusters Score -1511776 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1511870.250000 Penalty: 3128.713623
	Iteration 12Q: 3 clusters Score -1511870 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1511937.375000 Penalty: 3128.713623
	Iteration 13Q: 3 clusters Score -1511937 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1511995.250000 Penalty: 3128.713623
	Iteration 14Q: 3 clusters Score -1511995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1512034.500000 Penalty: 3128.713623
	Iteration 15Q: 3 clusters Score -1512034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1512071.875000 Penalty: 3128.713623
	Iteration 16Q: 3 clusters Score -1512072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1512108.000000 Penalty: 3128.713623
	Iteration 17Q: 3 clusters Score -1512108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1512127.750000 Penalty: 3128.713623
	Iteration 18Q: 3 clusters Score -1512128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1512151.875000 Penalty: 3128.713623
	Iteration 19Q: 3 clusters Score -1512152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1512169.375000 Penalty: 3128.713623
	Iteration 20F: 3 clusters Score -1512169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1512177.625000 Penalty: 3128.713623
	Iteration 21Q: 3 clusters Score -1512178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1512197.625000 Penalty: 3128.713623
	Iteration 22Q: 3 clusters Score -1512198 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1512220.750000 Penalty: 3128.713623
	Iteration 23Q: 3 clusters Score -1512221 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1512237.625000 Penalty: 3128.713623
	Iteration 24Q: 3 clusters Score -1512238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1512262.250000 Penalty: 3128.713623
	Iteration 25Q: 3 clusters Score -1512262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1512281.250000 Penalty: 3128.713623
	Iteration 26Q: 3 clusters Score -1512281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1512312.250000 Penalty: 3128.713623
	Iteration 27Q: 3 clusters Score -1512312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1512342.250000 Penalty: 3128.713623
	Iteration 28Q: 3 clusters Score -1512342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1512381.875000 Penalty: 3128.713623
	Iteration 29Q: 3 clusters Score -1512382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1512434.125000 Penalty: 3128.713623
	Iteration 30Q: 3 clusters Score -1512434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1512496.875000 Penalty: 3128.713623
	Iteration 31Q: 3 clusters Score -1512497 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1512561.125000 Penalty: 3128.713623
	Iteration 32Q: 3 clusters Score -1512561 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1512623.750000 Penalty: 3128.713623
	Iteration 33Q: 3 clusters Score -1512624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1512699.375000 Penalty: 3128.713623
	Iteration 34Q: 3 clusters Score -1512699 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1512775.875000 Penalty: 3128.713623
	Iteration 35Q: 3 clusters Score -1512776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1512825.375000 Penalty: 3128.713623
	Iteration 36Q: 3 clusters Score -1512825 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1512884.375000 Penalty: 3128.713623
	Iteration 37Q: 3 clusters Score -1512884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1512933.250000 Penalty: 3128.713623
	Iteration 38Q: 3 clusters Score -1512933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1512973.500000 Penalty: 3128.713623
	Iteration 39Q: 3 clusters Score -1512974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1512995.000000 Penalty: 3128.713623
	Iteration 40F: 3 clusters Score -1512995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1513011.875000 Penalty: 3128.713623
	Iteration 41Q: 3 clusters Score -1513012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1513031.625000 Penalty: 3128.713623
	Iteration 42Q: 3 clusters Score -1513032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1513041.250000 Penalty: 3128.713623
	Iteration 43Q: 3 clusters Score -1513041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1513048.500000 Penalty: 3128.713623
	Iteration 44Q: 3 clusters Score -1513048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1513057.625000 Penalty: 3128.713623
	Iteration 45Q: 3 clusters Score -1513058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1513056.625000 Penalty: 3128.713623
	Iteration 46Q: 3 clusters Score -1513057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1513065.750000 Penalty: 3128.713623
	Iteration 47Q: 3 clusters Score -1513066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1513069.500000 Penalty: 3128.713623
	Iteration 48Q: 3 clusters Score -1513070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1513073.000000 Penalty: 3128.713623
	Iteration 49Q: 3 clusters Score -1513073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1513079.250000 Penalty: 3128.713623
	Iteration 50Q: 3 clusters Score -1513079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1513079.000000 Penalty: 3128.713623
	Iteration 51Q: 3 clusters Score -1513079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1513081.875000 Penalty: 3128.713623
	Iteration 52Q: 3 clusters Score -1513082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1513084.000000 Penalty: 3128.713623
	Iteration 53Q: 3 clusters Score -1513084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1513085.000000 Penalty: 3128.713623
	Iteration 54Q: 3 clusters Score -1513085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1513088.125000 Penalty: 3128.713623
	Iteration 55Q: 3 clusters Score -1513088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1513087.250000 Penalty: 3128.713623
	Iteration 56Q: 3 clusters Score -1513087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1513090.375000 Penalty: 3128.713623
	Iteration 57Q: 3 clusters Score -1513090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1513089.125000 Penalty: 3128.713623
	Iteration 58Q: 3 clusters Score -1513089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1513087.625000 Penalty: 3128.713623
	Iteration 59Q: 3 clusters Score -1513088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1513091.125000 Penalty: 3128.713623
	Iteration 60F: 3 clusters Score -1513091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1513090.625000 Penalty: 3128.713623
	Iteration 61Q: 3 clusters Score -1513091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1513091.250000 Penalty: 3128.713623
	Iteration 62Q: 3 clusters Score -1513091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1513092.125000 Penalty: 3128.713623
	Iteration 63Q: 3 clusters Score -1513092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1513091.875000 Penalty: 3128.713623
	Iteration 64Q: 3 clusters Score -1513092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1513091.875000 Penalty: 3128.713623
	Iteration 65F: 3 clusters Score -1513092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -383743.312500 Penalty: 1369.288818
	Iteration 0F: 2 clusters Score -383743.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -380107.312500 Penalty: 2738.577637
	Iteration 0F: 3 clusters Score -380107.3 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -381447.718750 Penalty: 2738.577637
	Iteration 1F: 3 clusters Score -381447.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -382026.687500 Penalty: 2738.577637
	Iteration 2F: 3 clusters Score -382026.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -382568.375000 Penalty: 2738.577637
	Iteration 3F: 3 clusters Score -382568.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -382987.062500 Penalty: 2738.577637
	Iteration 4F: 3 clusters Score -382987.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -383321.437500 Penalty: 2738.577637
	Iteration 5F: 3 clusters Score -383321.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -383523.718750 Penalty: 2738.577637
	Iteration 6F: 3 clusters Score -383523.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -383675.750000 Penalty: 2738.577637
	Iteration 7Q: 3 clusters Score -383675.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -383763.406250 Penalty: 2738.577637
	Iteration 8Q: 3 clusters Score -383763.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -383835.000000 Penalty: 2738.577637
	Iteration 9Q: 3 clusters Score -383835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -383886.593750 Penalty: 2738.577637
	Iteration 10Q: 3 clusters Score -383886.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -383932.406250 Penalty: 2738.577637
	Iteration 11Q: 3 clusters Score -383932.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -383968.906250 Penalty: 2738.577637
	Iteration 12Q: 3 clusters Score -383968.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -384006.250000 Penalty: 2738.577637
	Iteration 13Q: 3 clusters Score -384006.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -384039.156250 Penalty: 2738.577637
	Iteration 14Q: 3 clusters Score -384039.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -384066.593750 Penalty: 2738.577637
	Iteration 15Q: 3 clusters Score -384066.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -384088.468750 Penalty: 2738.577637
	Iteration 16Q: 3 clusters Score -384088.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -384105.562500 Penalty: 2738.577637
	Iteration 17Q: 3 clusters Score -384105.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -384128.968750 Penalty: 2738.577637
	Iteration 18Q: 3 clusters Score -384129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -384159.625000 Penalty: 2738.577637
	Iteration 19Q: 3 clusters Score -384159.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -384188.125000 Penalty: 2738.577637
	Iteration 20F: 3 clusters Score -384188.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -384216.218750 Penalty: 2738.577637
	Iteration 21Q: 3 clusters Score -384216.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -384245.000000 Penalty: 2738.577637
	Iteration 22Q: 3 clusters Score -384245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -384277.343750 Penalty: 2738.577637
	Iteration 23Q: 3 clusters Score -384277.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -384307.406250 Penalty: 2738.577637
	Iteration 24Q: 3 clusters Score -384307.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -384323.906250 Penalty: 2738.577637
	Iteration 25Q: 3 clusters Score -384323.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -384331.625000 Penalty: 2738.577637
	Iteration 26Q: 3 clusters Score -384331.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -384335.125000 Penalty: 2738.577637
	Iteration 27Q: 3 clusters Score -384335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -384337.312500 Penalty: 2738.577637
	Iteration 28Q: 3 clusters Score -384337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -384340.031250 Penalty: 2738.577637
	Iteration 29Q: 3 clusters Score -384340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -384341.500000 Penalty: 2738.577637
	Iteration 30Q: 3 clusters Score -384341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -384343.406250 Penalty: 2738.577637
	Iteration 31Q: 3 clusters Score -384343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -384343.718750 Penalty: 2738.577637
	Iteration 32Q: 3 clusters Score -384343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -384343.843750 Penalty: 2738.577637
	Iteration 33Q: 3 clusters Score -384343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -384346.250000 Penalty: 2738.577637
	Iteration 34Q: 3 clusters Score -384346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -384346.343750 Penalty: 2738.577637
	Iteration 35Q: 3 clusters Score -384346.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -384347.156250 Penalty: 2738.577637
	Iteration 36Q: 3 clusters Score -384347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -384348.718750 Penalty: 2738.577637
	Iteration 37Q: 3 clusters Score -384348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -384349.656250 Penalty: 2738.577637
	Iteration 38Q: 3 clusters Score -384349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -384350.843750 Penalty: 2738.577637
	Iteration 39Q: 3 clusters Score -384350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -384350.687500 Penalty: 2738.577637
	Iteration 40F: 3 clusters Score -384350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -384351.312500 Penalty: 2738.577637
	Iteration 41Q: 3 clusters Score -384351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -384351.562500 Penalty: 2738.577637
	Iteration 42Q: 3 clusters Score -384351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -384351.375000 Penalty: 2738.577637
	Iteration 43Q: 3 clusters Score -384351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -384351.812500 Penalty: 2738.577637
	Iteration 44Q: 3 clusters Score -384351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -384351.937500 Penalty: 2738.577637
	Iteration 45Q: 3 clusters Score -384351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384352.468750 Penalty: 2738.577637
	Iteration 46Q: 3 clusters Score -384352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384352.468750 Penalty: 2738.577637
	Iteration 47F: 3 clusters Score -384352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Mstep: Class 39 contains 1284 members 
Entering Unmasked Estep 
Score: -54943888.000000 Penalty: 83849.054688
Splitting cluster 6 changes total score from -54943976.000000 to -54943888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1298518.750000 Penalty: 1541.684692
	Iteration 0F: 2 clusters Score -1298519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1289212.875000 Penalty: 3083.369385
	Iteration 0F: 3 clusters Score -1289213 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1292516.750000 Penalty: 3083.369385
	Iteration 1F: 3 clusters Score -1292517 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1293044.500000 Penalty: 3083.369385
	Iteration 2F: 3 clusters Score -1293044 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1293580.125000 Penalty: 3083.369385
	Iteration 3F: 3 clusters Score -1293580 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1294096.625000 Penalty: 3083.369385
	Iteration 4F: 3 clusters Score -1294097 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1294589.750000 Penalty: 3083.369385
	Iteration 5F: 3 clusters Score -1294590 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1295099.500000 Penalty: 3083.369385
	Iteration 6F: 3 clusters Score -1295100 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1295546.375000 Penalty: 3083.369385
	Iteration 7F: 3 clusters Score -1295546 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1295998.125000 Penalty: 3083.369385
	Iteration 8Q: 3 clusters Score -1295998 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1296325.750000 Penalty: 3083.369385
	Iteration 9Q: 3 clusters Score -1296326 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1296630.875000 Penalty: 3083.369385
	Iteration 10Q: 3 clusters Score -1296631 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1296927.500000 Penalty: 3083.369385
	Iteration 11Q: 3 clusters Score -1296928 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1297196.750000 Penalty: 3083.369385
	Iteration 12Q: 3 clusters Score -1297197 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1297422.250000 Penalty: 3083.369385
	Iteration 13Q: 3 clusters Score -1297422 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1297557.250000 Penalty: 3083.369385
	Iteration 14Q: 3 clusters Score -1297557 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1297629.000000 Penalty: 3083.369385
	Iteration 15Q: 3 clusters Score -1297629 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1297671.250000 Penalty: 3083.369385
	Iteration 16Q: 3 clusters Score -1297671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1297683.125000 Penalty: 3083.369385
	Iteration 17Q: 3 clusters Score -1297683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1297690.500000 Penalty: 3083.369385
	Iteration 18Q: 3 clusters Score -1297690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1297694.625000 Penalty: 3083.369385
	Iteration 19Q: 3 clusters Score -1297695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1297700.500000 Penalty: 3083.369385
	Iteration 20F: 3 clusters Score -1297700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1297699.750000 Penalty: 3083.369385
	Iteration 21Q: 3 clusters Score -1297700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1297702.750000 Penalty: 3083.369385
	Iteration 22Q: 3 clusters Score -1297703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1297707.250000 Penalty: 3083.369385
	Iteration 23Q: 3 clusters Score -1297707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1297704.875000 Penalty: 3083.369385
	Iteration 24Q: 3 clusters Score -1297705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1297703.875000 Penalty: 3083.369385
	Iteration 25Q: 3 clusters Score -1297704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1297707.125000 Penalty: 3083.369385
	Iteration 26Q: 3 clusters Score -1297707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1297707.500000 Penalty: 3083.369385
	Iteration 27Q: 3 clusters Score -1297708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1297706.500000 Penalty: 3083.369385
	Iteration 28Q: 3 clusters Score -1297706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1297705.750000 Penalty: 3083.369385
	Iteration 29Q: 3 clusters Score -1297706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1297706.875000 Penalty: 3083.369385
	Iteration 30Q: 3 clusters Score -1297707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1297708.750000 Penalty: 3083.369385
	Iteration 31Q: 3 clusters Score -1297709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1297706.625000 Penalty: 3083.369385
	Iteration 32Q: 3 clusters Score -1297707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1297708.625000 Penalty: 3083.369385
	Iteration 33Q: 3 clusters Score -1297709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1297708.500000 Penalty: 3083.369385
	Iteration 34Q: 3 clusters Score -1297708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1297708.500000 Penalty: 3083.369385
	Iteration 35F: 3 clusters Score -1297708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -207780.375000 Penalty: 1249.448364
	Iteration 0F: 2 clusters Score -207780.4 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 1090 members 
Entering Unmasked Estep 
Score: -205622.687500 Penalty: 2498.896729
	Iteration 0F: 3 clusters Score -205622.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206330.500000 Penalty: 2498.896729
	Iteration 1F: 3 clusters Score -206330.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206652.968750 Penalty: 2498.896729
	Iteration 2F: 3 clusters Score -206653 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206896.937500 Penalty: 2498.896729
	Iteration 3F: 3 clusters Score -206896.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -207080.921875 Penalty: 2498.896729
	Iteration 4F: 3 clusters Score -207080.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -207254.828125 Penalty: 2498.896729
	Iteration 5F: 3 clusters Score -207254.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -207395.609375 Penalty: 2498.896729
	Iteration 6Q: 3 clusters Score -207395.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -207512.625000 Penalty: 2498.896729
	Iteration 7Q: 3 clusters Score -207512.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -207609.828125 Penalty: 2498.896729
	Iteration 8Q: 3 clusters Score -207609.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -207673.000000 Penalty: 2498.896729
	Iteration 9Q: 3 clusters Score -207673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -207745.109375 Penalty: 2498.896729
	Iteration 10Q: 3 clusters Score -207745.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -207826.593750 Penalty: 2498.896729
	Iteration 11Q: 3 clusters Score -207826.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -207877.765625 Penalty: 2498.896729
	Iteration 12Q: 3 clusters Score -207877.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -207933.156250 Penalty: 2498.896729
	Iteration 13Q: 3 clusters Score -207933.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -207966.250000 Penalty: 2498.896729
	Iteration 14Q: 3 clusters Score -207966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -207992.250000 Penalty: 2498.896729
	Iteration 15Q: 3 clusters Score -207992.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -208012.296875 Penalty: 2498.896729
	Iteration 16Q: 3 clusters Score -208012.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -208023.343750 Penalty: 2498.896729
	Iteration 17Q: 3 clusters Score -208023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -208039.875000 Penalty: 2498.896729
	Iteration 18Q: 3 clusters Score -208039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -208045.703125 Penalty: 2498.896729
	Iteration 19Q: 3 clusters Score -208045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -208047.625000 Penalty: 2498.896729
	Iteration 20F: 3 clusters Score -208047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -208047.890625 Penalty: 2498.896729
	Iteration 21Q: 3 clusters Score -208047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -208047.890625 Penalty: 2498.896729
	Iteration 22F: 3 clusters Score -208047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Mstep: Class 39 contains 384 members 
Entering Unmasked Estep 
Score: -54943412.000000 Penalty: 83849.054688
Splitting cluster 8 changes total score from -54943976.000000 to -54943412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (74326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Entering Unmasked Estep 
Score: -7870918.500000 Penalty: 1822.635132
	Iteration 0F: 2 clusters Score -7870918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -7821239.000000 Penalty: 3645.270264
	Iteration 0F: 3 clusters Score -7821239 nChanged 35277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -7841331.000000 Penalty: 3645.270264
	Iteration 1F: 3 clusters Score -7841331 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7841943.500000 Penalty: 3645.270264
	Iteration 2Q: 3 clusters Score -7841944 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -7842671.500000 Penalty: 3645.270264
	Iteration 3Q: 3 clusters Score -7842672 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -7843756.500000 Penalty: 3645.270264
	Iteration 4Q: 3 clusters Score -7843756 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -7845216.000000 Penalty: 3645.270264
	Iteration 5Q: 3 clusters Score -7845216 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -7846995.500000 Penalty: 3645.270264
	Iteration 6Q: 3 clusters Score -7846996 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -7849182.500000 Penalty: 3645.270264
	Iteration 7Q: 3 clusters Score -7849182 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7851382.500000 Penalty: 3645.270264
	Iteration 8Q: 3 clusters Score -7851382 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -7853858.000000 Penalty: 3645.270264
	Iteration 9F: 3 clusters Score -7853858 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -7856407.500000 Penalty: 3645.270264
	Iteration 10F: 3 clusters Score -7856408 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -7859051.500000 Penalty: 3645.270264
	Iteration 11F: 3 clusters Score -7859052 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -7861686.000000 Penalty: 3645.270264
	Iteration 12F: 3 clusters Score -7861686 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -7864112.500000 Penalty: 3645.270264
	Iteration 13Q: 3 clusters Score -7864112 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7865956.500000 Penalty: 3645.270264
	Iteration 14Q: 3 clusters Score -7865956 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7867342.000000 Penalty: 3645.270264
	Iteration 15Q: 3 clusters Score -7867342 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7868212.500000 Penalty: 3645.270264
	Iteration 16Q: 3 clusters Score -7868212 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7868671.000000 Penalty: 3645.270264
	Iteration 17Q: 3 clusters Score -7868671 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7868941.000000 Penalty: 3645.270264
	Iteration 18Q: 3 clusters Score -7868941 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7869093.500000 Penalty: 3645.270264
	Iteration 19Q: 3 clusters Score -7869094 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7869195.000000 Penalty: 3645.270264
	Iteration 20F: 3 clusters Score -7869195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7869250.500000 Penalty: 3645.270264
	Iteration 21Q: 3 clusters Score -7869250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7869273.000000 Penalty: 3645.270264
	Iteration 22Q: 3 clusters Score -7869273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7869294.000000 Penalty: 3645.270264
	Iteration 23Q: 3 clusters Score -7869294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7869313.500000 Penalty: 3645.270264
	Iteration 24Q: 3 clusters Score -7869314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7869313.500000 Penalty: 3645.270264
	Iteration 25Q: 3 clusters Score -7869314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7869323.000000 Penalty: 3645.270264
	Iteration 26Q: 3 clusters Score -7869323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7869329.500000 Penalty: 3645.270264
	Iteration 27Q: 3 clusters Score -7869330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7869333.500000 Penalty: 3645.270264
	Iteration 28Q: 3 clusters Score -7869334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7869331.000000 Penalty: 3645.270264
	Iteration 29Q: 3 clusters Score -7869331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7869330.500000 Penalty: 3645.270264
	Iteration 30Q: 3 clusters Score -7869330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7869332.500000 Penalty: 3645.270264
	Iteration 31Q: 3 clusters Score -7869332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7869332.500000 Penalty: 3645.270264
	Iteration 32F: 3 clusters Score -7869332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -180625.203125 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -180625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178614.984375 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -178615 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179028.109375 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -179028.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -179150.500000 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -179150.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -179234.375000 Penalty: 2445.307129
	Iteration 3F: 3 clusters Score -179234.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -179336.171875 Penalty: 2445.307129
	Iteration 4Q: 3 clusters Score -179336.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -179438.406250 Penalty: 2445.307129
	Iteration 5F: 3 clusters Score -179438.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -179500.515625 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -179500.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179551.265625 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -179551.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -179609.203125 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -179609.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -179661.578125 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -179661.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -179708.453125 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -179708.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179759.843750 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -179759.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -179805.203125 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -179805.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -179846.625000 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -179846.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -179869.468750 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -179869.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -179905.703125 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -179905.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -179935.078125 Penalty: 2445.307129
	Iteration 16Q: 3 clusters Score -179935.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -179956.390625 Penalty: 2445.307129
	Iteration 17Q: 3 clusters Score -179956.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -179971.515625 Penalty: 2445.307129
	Iteration 18Q: 3 clusters Score -179971.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -179983.953125 Penalty: 2445.307129
	Iteration 19Q: 3 clusters Score -179984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -180001.703125 Penalty: 2445.307129
	Iteration 20F: 3 clusters Score -180001.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -180013.984375 Penalty: 2445.307129
	Iteration 21Q: 3 clusters Score -180014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -180027.890625 Penalty: 2445.307129
	Iteration 22Q: 3 clusters Score -180027.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -180047.640625 Penalty: 2445.307129
	Iteration 23Q: 3 clusters Score -180047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -180059.671875 Penalty: 2445.307129
	Iteration 24Q: 3 clusters Score -180059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -180072.609375 Penalty: 2445.307129
	Iteration 25Q: 3 clusters Score -180072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -180088.000000 Penalty: 2445.307129
	Iteration 26Q: 3 clusters Score -180088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -180107.484375 Penalty: 2445.307129
	Iteration 27Q: 3 clusters Score -180107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -180116.921875 Penalty: 2445.307129
	Iteration 28Q: 3 clusters Score -180116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -180120.718750 Penalty: 2445.307129
	Iteration 29Q: 3 clusters Score -180120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -180124.375000 Penalty: 2445.307129
	Iteration 30Q: 3 clusters Score -180124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -180128.296875 Penalty: 2445.307129
	Iteration 31Q: 3 clusters Score -180128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -180132.343750 Penalty: 2445.307129
	Iteration 32Q: 3 clusters Score -180132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -180133.296875 Penalty: 2445.307129
	Iteration 33Q: 3 clusters Score -180133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -180134.484375 Penalty: 2445.307129
	Iteration 34Q: 3 clusters Score -180134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -180137.359375 Penalty: 2445.307129
	Iteration 35Q: 3 clusters Score -180137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -180138.734375 Penalty: 2445.307129
	Iteration 36Q: 3 clusters Score -180138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -180138.796875 Penalty: 2445.307129
	Iteration 37Q: 3 clusters Score -180138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -180138.796875 Penalty: 2445.307129
	Iteration 38F: 3 clusters Score -180138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Entering Unmasked Estep 
Score: -6445081.500000 Penalty: 1795.271118
	Iteration 0F: 2 clusters Score -6445082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -6402940.500000 Penalty: 3590.542236
	Iteration 0F: 3 clusters Score -6402940 nChanged 29785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -6420596.500000 Penalty: 3590.542236
	Iteration 1F: 3 clusters Score -6420596 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6421492.000000 Penalty: 3590.542236
	Iteration 2Q: 3 clusters Score -6421492 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -6422845.500000 Penalty: 3590.542236
	Iteration 3Q: 3 clusters Score -6422846 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -6424865.000000 Penalty: 3590.542236
	Iteration 4F: 3 clusters Score -6424865 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -6428133.500000 Penalty: 3590.542236
	Iteration 5F: 3 clusters Score -6428134 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6432604.500000 Penalty: 3590.542236
	Iteration 6F: 3 clusters Score -6432604 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -6437071.500000 Penalty: 3590.542236
	Iteration 7F: 3 clusters Score -6437072 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -6440265.000000 Penalty: 3590.542236
	Iteration 8F: 3 clusters Score -6440265 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -6441987.000000 Penalty: 3590.542236
	Iteration 9Q: 3 clusters Score -6441987 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -6442714.500000 Penalty: 3590.542236
	Iteration 10Q: 3 clusters Score -6442714 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -6443063.500000 Penalty: 3590.542236
	Iteration 11Q: 3 clusters Score -6443064 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -6443237.500000 Penalty: 3590.542236
	Iteration 12Q: 3 clusters Score -6443238 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -6443365.500000 Penalty: 3590.542236
	Iteration 13Q: 3 clusters Score -6443366 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -6443414.000000 Penalty: 3590.542236
	Iteration 14Q: 3 clusters Score -6443414 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -6443467.000000 Penalty: 3590.542236
	Iteration 15Q: 3 clusters Score -6443467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -6443494.500000 Penalty: 3590.542236
	Iteration 16Q: 3 clusters Score -6443494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -6443531.500000 Penalty: 3590.542236
	Iteration 17Q: 3 clusters Score -6443532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -6443555.000000 Penalty: 3590.542236
	Iteration 18Q: 3 clusters Score -6443555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -6443580.000000 Penalty: 3590.542236
	Iteration 19Q: 3 clusters Score -6443580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -6443592.000000 Penalty: 3590.542236
	Iteration 20F: 3 clusters Score -6443592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -6443619.500000 Penalty: 3590.542236
	Iteration 21Q: 3 clusters Score -6443620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -6443628.500000 Penalty: 3590.542236
	Iteration 22Q: 3 clusters Score -6443628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -6443646.000000 Penalty: 3590.542236
	Iteration 23Q: 3 clusters Score -6443646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -6443666.500000 Penalty: 3590.542236
	Iteration 24Q: 3 clusters Score -6443666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -6443673.500000 Penalty: 3590.542236
	Iteration 25Q: 3 clusters Score -6443674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -6443678.000000 Penalty: 3590.542236
	Iteration 26Q: 3 clusters Score -6443678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -6443672.500000 Penalty: 3590.542236
	Iteration 27Q: 3 clusters Score -6443672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -6443679.000000 Penalty: 3590.542236
	Iteration 28Q: 3 clusters Score -6443679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6443680.500000 Penalty: 3590.542236
	Iteration 29Q: 3 clusters Score -6443680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -6443678.500000 Penalty: 3590.542236
	Iteration 30Q: 3 clusters Score -6443678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -6443681.500000 Penalty: 3590.542236
	Iteration 31Q: 3 clusters Score -6443682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -6443688.000000 Penalty: 3590.542236
	Iteration 32Q: 3 clusters Score -6443688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -6443688.500000 Penalty: 3590.542236
	Iteration 33Q: 3 clusters Score -6443688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -6443690.000000 Penalty: 3590.542236
	Iteration 34Q: 3 clusters Score -6443690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -6443688.000000 Penalty: 3590.542236
	Iteration 35Q: 3 clusters Score -6443688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -6443691.000000 Penalty: 3590.542236
	Iteration 36Q: 3 clusters Score -6443691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6443695.000000 Penalty: 3590.542236
	Iteration 37Q: 3 clusters Score -6443695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6443695.000000 Penalty: 3590.542236
	Iteration 38F: 3 clusters Score -6443695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Entering Unmasked Estep 
Score: -3083575.000000 Penalty: 1677.490723
	Iteration 0F: 2 clusters Score -3083575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3063178.500000 Penalty: 3354.981445
	Iteration 0F: 3 clusters Score -3063178 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3071022.250000 Penalty: 3354.981445
	Iteration 1F: 3 clusters Score -3071022 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3071623.000000 Penalty: 3354.981445
	Iteration 2F: 3 clusters Score -3071623 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3072230.750000 Penalty: 3354.981445
	Iteration 3F: 3 clusters Score -3072231 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3072848.750000 Penalty: 3354.981445
	Iteration 4Q: 3 clusters Score -3072849 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3073473.000000 Penalty: 3354.981445
	Iteration 5Q: 3 clusters Score -3073473 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3074121.250000 Penalty: 3354.981445
	Iteration 6F: 3 clusters Score -3074121 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3074693.000000 Penalty: 3354.981445
	Iteration 7Q: 3 clusters Score -3074693 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3075256.250000 Penalty: 3354.981445
	Iteration 8Q: 3 clusters Score -3075256 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3075732.750000 Penalty: 3354.981445
	Iteration 9Q: 3 clusters Score -3075733 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3076169.750000 Penalty: 3354.981445
	Iteration 10Q: 3 clusters Score -3076170 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3076579.750000 Penalty: 3354.981445
	Iteration 11Q: 3 clusters Score -3076580 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3077058.750000 Penalty: 3354.981445
	Iteration 12Q: 3 clusters Score -3077059 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3077567.750000 Penalty: 3354.981445
	Iteration 13Q: 3 clusters Score -3077568 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3078141.000000 Penalty: 3354.981445
	Iteration 14Q: 3 clusters Score -3078141 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3078718.750000 Penalty: 3354.981445
	Iteration 15Q: 3 clusters Score -3078719 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3079297.000000 Penalty: 3354.981445
	Iteration 16Q: 3 clusters Score -3079297 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3079887.000000 Penalty: 3354.981445
	Iteration 17Q: 3 clusters Score -3079887 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3080457.250000 Penalty: 3354.981445
	Iteration 18Q: 3 clusters Score -3080457 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3080990.750000 Penalty: 3354.981445
	Iteration 19Q: 3 clusters Score -3080991 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3081355.750000 Penalty: 3354.981445
	Iteration 20F: 3 clusters Score -3081356 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3081624.250000 Penalty: 3354.981445
	Iteration 21Q: 3 clusters Score -3081624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3081776.250000 Penalty: 3354.981445
	Iteration 22Q: 3 clusters Score -3081776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -3081895.500000 Penalty: 3354.981445
	Iteration 23Q: 3 clusters Score -3081896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3081963.000000 Penalty: 3354.981445
	Iteration 24Q: 3 clusters Score -3081963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3082009.500000 Penalty: 3354.981445
	Iteration 25Q: 3 clusters Score -3082010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3082046.000000 Penalty: 3354.981445
	Iteration 26Q: 3 clusters Score -3082046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3082061.250000 Penalty: 3354.981445
	Iteration 27Q: 3 clusters Score -3082061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3082083.750000 Penalty: 3354.981445
	Iteration 28Q: 3 clusters Score -3082084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3082091.250000 Penalty: 3354.981445
	Iteration 29Q: 3 clusters Score -3082091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3082107.000000 Penalty: 3354.981445
	Iteration 30Q: 3 clusters Score -3082107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3082116.500000 Penalty: 3354.981445
	Iteration 31Q: 3 clusters Score -3082116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -3082120.750000 Penalty: 3354.981445
	Iteration 32Q: 3 clusters Score -3082121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3082124.250000 Penalty: 3354.981445
	Iteration 33Q: 3 clusters Score -3082124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -3082129.500000 Penalty: 3354.981445
	Iteration 34Q: 3 clusters Score -3082130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3082134.500000 Penalty: 3354.981445
	Iteration 35Q: 3 clusters Score -3082134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3082142.500000 Penalty: 3354.981445
	Iteration 36Q: 3 clusters Score -3082142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -3082146.250000 Penalty: 3354.981445
	Iteration 37Q: 3 clusters Score -3082146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3082148.000000 Penalty: 3354.981445
	Iteration 38Q: 3 clusters Score -3082148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3082152.250000 Penalty: 3354.981445
	Iteration 39Q: 3 clusters Score -3082152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3082153.000000 Penalty: 3354.981445
	Iteration 40F: 3 clusters Score -3082153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -179850.828125 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -179850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -177899.421875 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -177899.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -178268.765625 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -178268.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -178380.953125 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -178381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -178437.296875 Penalty: 2429.853516
	Iteration 3Q: 3 clusters Score -178437.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -178477.078125 Penalty: 2429.853516
	Iteration 4Q: 3 clusters Score -178477.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -178504.843750 Penalty: 2429.853516
	Iteration 5Q: 3 clusters Score -178504.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -178526.843750 Penalty: 2429.853516
	Iteration 6Q: 3 clusters Score -178526.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -178540.937500 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -178540.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -178549.437500 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -178549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -178556.031250 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -178556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -178564.359375 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -178564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -178570.781250 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -178570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -178572.968750 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -178573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -178575.968750 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -178576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -178578.921875 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -178578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -178581.250000 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -178581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -178582.843750 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -178582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -178584.671875 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -178584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -178585.375000 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -178585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178586.281250 Penalty: 2429.853516
	Iteration 19Q: 3 clusters Score -178586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178589.468750 Penalty: 2429.853516
	Iteration 20F: 3 clusters Score -178589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -178593.109375 Penalty: 2429.853516
	Iteration 21Q: 3 clusters Score -178593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178595.265625 Penalty: 2429.853516
	Iteration 22Q: 3 clusters Score -178595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -178598.656250 Penalty: 2429.853516
	Iteration 23Q: 3 clusters Score -178598.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -178600.984375 Penalty: 2429.853516
	Iteration 24Q: 3 clusters Score -178601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178602.203125 Penalty: 2429.853516
	Iteration 25Q: 3 clusters Score -178602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -178602.593750 Penalty: 2429.853516
	Iteration 26Q: 3 clusters Score -178602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -178602.593750 Penalty: 2429.853516
	Iteration 27F: 3 clusters Score -178602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Entering Unmasked Estep 
Score: -11449036.000000 Penalty: 1887.934814
	Iteration 0F: 2 clusters Score -1.144904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -11376004.000000 Penalty: 3775.869629
	Iteration 0F: 3 clusters Score -1.1376e+07 nChanged 53524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -11407453.000000 Penalty: 3775.869629
	Iteration 1F: 3 clusters Score -1.140745e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -11408598.000000 Penalty: 3775.869629
	Iteration 2Q: 3 clusters Score -1.14086e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -11410273.000000 Penalty: 3775.869629
	Iteration 3Q: 3 clusters Score -1.141027e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -11412858.000000 Penalty: 3775.869629
	Iteration 4F: 3 clusters Score -1.141286e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -11417097.000000 Penalty: 3775.869629
	Iteration 5F: 3 clusters Score -1.14171e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -11422867.000000 Penalty: 3775.869629
	Iteration 6F: 3 clusters Score -1.142287e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -11430120.000000 Penalty: 3775.869629
	Iteration 7F: 3 clusters Score -1.143012e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -11436736.000000 Penalty: 3775.869629
	Iteration 8F: 3 clusters Score -1.143674e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -11440699.000000 Penalty: 3775.869629
	Iteration 9Q: 3 clusters Score -1.14407e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -11442430.000000 Penalty: 3775.869629
	Iteration 10Q: 3 clusters Score -1.144243e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -11443302.000000 Penalty: 3775.869629
	Iteration 11Q: 3 clusters Score -1.14433e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -11443788.000000 Penalty: 3775.869629
	Iteration 12Q: 3 clusters Score -1.144379e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -11444195.000000 Penalty: 3775.869629
	Iteration 13Q: 3 clusters Score -1.14442e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -11444412.000000 Penalty: 3775.869629
	Iteration 14Q: 3 clusters Score -1.144441e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -11444562.000000 Penalty: 3775.869629
	Iteration 15Q: 3 clusters Score -1.144456e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -11444665.000000 Penalty: 3775.869629
	Iteration 16Q: 3 clusters Score -1.144466e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -11444807.000000 Penalty: 3775.869629
	Iteration 17Q: 3 clusters Score -1.144481e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -11444926.000000 Penalty: 3775.869629
	Iteration 18Q: 3 clusters Score -1.144493e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -11445032.000000 Penalty: 3775.869629
	Iteration 19Q: 3 clusters Score -1.144503e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -11445096.000000 Penalty: 3775.869629
	Iteration 20F: 3 clusters Score -1.14451e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -11445156.000000 Penalty: 3775.869629
	Iteration 21Q: 3 clusters Score -1.144516e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -11445255.000000 Penalty: 3775.869629
	Iteration 22Q: 3 clusters Score -1.144526e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -11445334.000000 Penalty: 3775.869629
	Iteration 23Q: 3 clusters Score -1.144533e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -11445420.000000 Penalty: 3775.869629
	Iteration 24Q: 3 clusters Score -1.144542e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -11445451.000000 Penalty: 3775.869629
	Iteration 25Q: 3 clusters Score -1.144545e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -11445525.000000 Penalty: 3775.869629
	Iteration 26Q: 3 clusters Score -1.144552e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -11445618.000000 Penalty: 3775.869629
	Iteration 27Q: 3 clusters Score -1.144562e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -11445692.000000 Penalty: 3775.869629
	Iteration 28Q: 3 clusters Score -1.144569e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -11445737.000000 Penalty: 3775.869629
	Iteration 29Q: 3 clusters Score -1.144574e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -11445908.000000 Penalty: 3775.869629
	Iteration 30Q: 3 clusters Score -1.144591e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -11445960.000000 Penalty: 3775.869629
	Iteration 31Q: 3 clusters Score -1.144596e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -11446089.000000 Penalty: 3775.869629
	Iteration 32Q: 3 clusters Score -1.144609e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -11446138.000000 Penalty: 3775.869629
	Iteration 33Q: 3 clusters Score -1.144614e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -11446210.000000 Penalty: 3775.869629
	Iteration 34Q: 3 clusters Score -1.144621e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -11446272.000000 Penalty: 3775.869629
	Iteration 35Q: 3 clusters Score -1.144627e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -11446274.000000 Penalty: 3775.869629
	Iteration 36Q: 3 clusters Score -1.144627e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104336 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -11446325.000000 Penalty: 3775.869629
	Iteration 37Q: 3 clusters Score -1.144632e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -11446451.000000 Penalty: 3775.869629
	Iteration 38Q: 3 clusters Score -1.144645e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -11446536.000000 Penalty: 3775.869629
	Iteration 39Q: 3 clusters Score -1.144654e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -11446617.000000 Penalty: 3775.869629
	Iteration 40F: 3 clusters Score -1.144662e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -11446686.000000 Penalty: 3775.869629
	Iteration 41Q: 3 clusters Score -1.144669e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -11446766.000000 Penalty: 3775.869629
	Iteration 42Q: 3 clusters Score -1.144677e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -11446872.000000 Penalty: 3775.869629
	Iteration 43Q: 3 clusters Score -1.144687e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -11446986.000000 Penalty: 3775.869629
	Iteration 44Q: 3 clusters Score -1.144699e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -11447063.000000 Penalty: 3775.869629
	Iteration 45Q: 3 clusters Score -1.144706e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107201 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -11447212.000000 Penalty: 3775.869629
	Iteration 46Q: 3 clusters Score -1.144721e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -11447319.000000 Penalty: 3775.869629
	Iteration 47Q: 3 clusters Score -1.144732e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -11447407.000000 Penalty: 3775.869629
	Iteration 48Q: 3 clusters Score -1.144741e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -11447505.000000 Penalty: 3775.869629
	Iteration 49Q: 3 clusters Score -1.14475e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11447612.000000 Penalty: 3775.869629
	Iteration 50Q: 3 clusters Score -1.144761e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -11447691.000000 Penalty: 3775.869629
	Iteration 51Q: 3 clusters Score -1.144769e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -11447759.000000 Penalty: 3775.869629
	Iteration 52Q: 3 clusters Score -1.144776e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -11447810.000000 Penalty: 3775.869629
	Iteration 53Q: 3 clusters Score -1.144781e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11447880.000000 Penalty: 3775.869629
	Iteration 54Q: 3 clusters Score -1.144788e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -11447891.000000 Penalty: 3775.869629
	Iteration 55Q: 3 clusters Score -1.144789e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11447915.000000 Penalty: 3775.869629
	Iteration 56Q: 3 clusters Score -1.144792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -11447926.000000 Penalty: 3775.869629
	Iteration 57Q: 3 clusters Score -1.144793e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11447957.000000 Penalty: 3775.869629
	Iteration 58Q: 3 clusters Score -1.144796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11447948.000000 Penalty: 3775.869629
	Iteration 59Q: 3 clusters Score -1.144795e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11447961.000000 Penalty: 3775.869629
	Iteration 60F: 3 clusters Score -1.144796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109072 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11447975.000000 Penalty: 3775.869629
	Iteration 61Q: 3 clusters Score -1.144798e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11447975.000000 Penalty: 3775.869629
	Iteration 62Q: 3 clusters Score -1.144798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11447972.000000 Penalty: 3775.869629
	Iteration 63Q: 3 clusters Score -1.144797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -11447981.000000 Penalty: 3775.869629
	Iteration 64Q: 3 clusters Score -1.144798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11447974.000000 Penalty: 3775.869629
	Iteration 65Q: 3 clusters Score -1.144797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -11447967.000000 Penalty: 3775.869629
	Iteration 66Q: 3 clusters Score -1.144797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11447956.000000 Penalty: 3775.869629
	Iteration 67Q: 3 clusters Score -1.144796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -11447976.000000 Penalty: 3775.869629
	Iteration 68Q: 3 clusters Score -1.144798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11447974.000000 Penalty: 3775.869629
	Iteration 69Q: 3 clusters Score -1.144797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -11447984.000000 Penalty: 3775.869629
	Iteration 70Q: 3 clusters Score -1.144798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11447980.000000 Penalty: 3775.869629
	Iteration 71Q: 3 clusters Score -1.144798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11447980.000000 Penalty: 3775.869629
	Iteration 72Q: 3 clusters Score -1.144798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -11447987.000000 Penalty: 3775.869629
	Iteration 73Q: 3 clusters Score -1.144799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11447985.000000 Penalty: 3775.869629
	Iteration 74Q: 3 clusters Score -1.144798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11447987.000000 Penalty: 3775.869629
	Iteration 75Q: 3 clusters Score -1.144799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109168 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11447983.000000 Penalty: 3775.869629
	Iteration 76Q: 3 clusters Score -1.144798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11447992.000000 Penalty: 3775.869629
	Iteration 77Q: 3 clusters Score -1.144799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -11447997.000000 Penalty: 3775.869629
	Iteration 78Q: 3 clusters Score -1.1448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11448004.000000 Penalty: 3775.869629
	Iteration 79Q: 3 clusters Score -1.1448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11447997.000000 Penalty: 3775.869629
	Iteration 80F: 3 clusters Score -1.1448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -11448000.000000 Penalty: 3775.869629
	Iteration 81Q: 3 clusters Score -1.1448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11448000.000000 Penalty: 3775.869629
	Iteration 82Q: 3 clusters Score -1.1448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11448000.000000 Penalty: 3775.869629
	Iteration 83F: 3 clusters Score -1.1448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Entering Unmasked Estep 
Score: -4188807.500000 Penalty: 1723.959717
	Iteration 0F: 2 clusters Score -4188808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4161515.000000 Penalty: 3447.919434
	Iteration 0F: 3 clusters Score -4161515 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4172701.250000 Penalty: 3447.919434
	Iteration 1F: 3 clusters Score -4172701 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4173319.750000 Penalty: 3447.919434
	Iteration 2Q: 3 clusters Score -4173320 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4174031.500000 Penalty: 3447.919434
	Iteration 3Q: 3 clusters Score -4174032 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4174836.250000 Penalty: 3447.919434
	Iteration 4Q: 3 clusters Score -4174836 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4175663.750000 Penalty: 3447.919434
	Iteration 5Q: 3 clusters Score -4175664 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4176495.000000 Penalty: 3447.919434
	Iteration 6Q: 3 clusters Score -4176495 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4177383.750000 Penalty: 3447.919434
	Iteration 7Q: 3 clusters Score -4177384 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4178329.000000 Penalty: 3447.919434
	Iteration 8Q: 3 clusters Score -4178329 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4179319.750000 Penalty: 3447.919434
	Iteration 9Q: 3 clusters Score -4179320 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4180223.750000 Penalty: 3447.919434
	Iteration 10Q: 3 clusters Score -4180224 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4181009.500000 Penalty: 3447.919434
	Iteration 11Q: 3 clusters Score -4181010 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4181722.500000 Penalty: 3447.919434
	Iteration 12Q: 3 clusters Score -4181722 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4182264.750000 Penalty: 3447.919434
	Iteration 13Q: 3 clusters Score -4182265 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4182736.000000 Penalty: 3447.919434
	Iteration 14Q: 3 clusters Score -4182736 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4183184.750000 Penalty: 3447.919434
	Iteration 15Q: 3 clusters Score -4183185 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4183545.500000 Penalty: 3447.919434
	Iteration 16Q: 3 clusters Score -4183546 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4183936.500000 Penalty: 3447.919434
	Iteration 17Q: 3 clusters Score -4183936 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4184346.250000 Penalty: 3447.919434
	Iteration 18Q: 3 clusters Score -4184346 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4184756.500000 Penalty: 3447.919434
	Iteration 19Q: 3 clusters Score -4184756 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4185194.250000 Penalty: 3447.919434
	Iteration 20F: 3 clusters Score -4185194 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4185670.750000 Penalty: 3447.919434
	Iteration 21Q: 3 clusters Score -4185671 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4186044.750000 Penalty: 3447.919434
	Iteration 22Q: 3 clusters Score -4186045 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4186338.750000 Penalty: 3447.919434
	Iteration 23Q: 3 clusters Score -4186339 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4186602.500000 Penalty: 3447.919434
	Iteration 24Q: 3 clusters Score -4186602 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4186798.500000 Penalty: 3447.919434
	Iteration 25Q: 3 clusters Score -4186798 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4186941.250000 Penalty: 3447.919434
	Iteration 26Q: 3 clusters Score -4186941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4187051.000000 Penalty: 3447.919434
	Iteration 27Q: 3 clusters Score -4187051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4187119.250000 Penalty: 3447.919434
	Iteration 28Q: 3 clusters Score -4187119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4187179.250000 Penalty: 3447.919434
	Iteration 29Q: 3 clusters Score -4187179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4187235.750000 Penalty: 3447.919434
	Iteration 30Q: 3 clusters Score -4187236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4187267.750000 Penalty: 3447.919434
	Iteration 31Q: 3 clusters Score -4187268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4187298.250000 Penalty: 3447.919434
	Iteration 32Q: 3 clusters Score -4187298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4187313.250000 Penalty: 3447.919434
	Iteration 33Q: 3 clusters Score -4187313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4187329.000000 Penalty: 3447.919434
	Iteration 34Q: 3 clusters Score -4187329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4187339.000000 Penalty: 3447.919434
	Iteration 35Q: 3 clusters Score -4187339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4187344.750000 Penalty: 3447.919434
	Iteration 36Q: 3 clusters Score -4187345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4187350.000000 Penalty: 3447.919434
	Iteration 37Q: 3 clusters Score -4187350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4187351.250000 Penalty: 3447.919434
	Iteration 38Q: 3 clusters Score -4187351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4187357.750000 Penalty: 3447.919434
	Iteration 39Q: 3 clusters Score -4187358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4187359.000000 Penalty: 3447.919434
	Iteration 40F: 3 clusters Score -4187359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4187361.250000 Penalty: 3447.919434
	Iteration 41Q: 3 clusters Score -4187361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4187358.750000 Penalty: 3447.919434
	Iteration 42Q: 3 clusters Score -4187359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4187364.500000 Penalty: 3447.919434
	Iteration 43Q: 3 clusters Score -4187364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4187363.250000 Penalty: 3447.919434
	Iteration 44Q: 3 clusters Score -4187363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4187368.750000 Penalty: 3447.919434
	Iteration 45Q: 3 clusters Score -4187369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4187367.250000 Penalty: 3447.919434
	Iteration 46Q: 3 clusters Score -4187367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4187367.250000 Penalty: 3447.919434
	Iteration 47F: 3 clusters Score -4187367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -281169.843750 Penalty: 1291.727417
	Iteration 0F: 2 clusters Score -281169.8 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 1417 members 
Entering Unmasked Estep 
Score: -278544.937500 Penalty: 2583.454834
	Iteration 0F: 3 clusters Score -278544.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -279149.375000 Penalty: 2583.454834
	Iteration 1F: 3 clusters Score -279149.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -279271.343750 Penalty: 2583.454834
	Iteration 2F: 3 clusters Score -279271.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -279346.687500 Penalty: 2583.454834
	Iteration 3Q: 3 clusters Score -279346.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -279442.687500 Penalty: 2583.454834
	Iteration 4Q: 3 clusters Score -279442.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279538.062500 Penalty: 2583.454834
	Iteration 5Q: 3 clusters Score -279538.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -279611.187500 Penalty: 2583.454834
	Iteration 6Q: 3 clusters Score -279611.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -279681.281250 Penalty: 2583.454834
	Iteration 7Q: 3 clusters Score -279681.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -279757.875000 Penalty: 2583.454834
	Iteration 8Q: 3 clusters Score -279757.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -279839.437500 Penalty: 2583.454834
	Iteration 9Q: 3 clusters Score -279839.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -279900.375000 Penalty: 2583.454834
	Iteration 10Q: 3 clusters Score -279900.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -279959.468750 Penalty: 2583.454834
	Iteration 11Q: 3 clusters Score -279959.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -280024.593750 Penalty: 2583.454834
	Iteration 12Q: 3 clusters Score -280024.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -280074.000000 Penalty: 2583.454834
	Iteration 13Q: 3 clusters Score -280074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -280118.218750 Penalty: 2583.454834
	Iteration 14Q: 3 clusters Score -280118.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -280160.750000 Penalty: 2583.454834
	Iteration 15Q: 3 clusters Score -280160.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -280196.531250 Penalty: 2583.454834
	Iteration 16Q: 3 clusters Score -280196.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280222.687500 Penalty: 2583.454834
	Iteration 17Q: 3 clusters Score -280222.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -280241.500000 Penalty: 2583.454834
	Iteration 18Q: 3 clusters Score -280241.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -280260.500000 Penalty: 2583.454834
	Iteration 19Q: 3 clusters Score -280260.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -280270.656250 Penalty: 2583.454834
	Iteration 20F: 3 clusters Score -280270.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -280280.312500 Penalty: 2583.454834
	Iteration 21Q: 3 clusters Score -280280.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -280288.187500 Penalty: 2583.454834
	Iteration 22Q: 3 clusters Score -280288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -280295.750000 Penalty: 2583.454834
	Iteration 23Q: 3 clusters Score -280295.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280302.375000 Penalty: 2583.454834
	Iteration 24Q: 3 clusters Score -280302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -280306.000000 Penalty: 2583.454834
	Iteration 25Q: 3 clusters Score -280306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -280311.000000 Penalty: 2583.454834
	Iteration 26Q: 3 clusters Score -280311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -280316.156250 Penalty: 2583.454834
	Iteration 27Q: 3 clusters Score -280316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280322.187500 Penalty: 2583.454834
	Iteration 28Q: 3 clusters Score -280322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -280328.031250 Penalty: 2583.454834
	Iteration 29Q: 3 clusters Score -280328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280333.156250 Penalty: 2583.454834
	Iteration 30Q: 3 clusters Score -280333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280337.625000 Penalty: 2583.454834
	Iteration 31Q: 3 clusters Score -280337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -280341.093750 Penalty: 2583.454834
	Iteration 32Q: 3 clusters Score -280341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -280342.031250 Penalty: 2583.454834
	Iteration 33Q: 3 clusters Score -280342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -280342.968750 Penalty: 2583.454834
	Iteration 34Q: 3 clusters Score -280343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -280343.187500 Penalty: 2583.454834
	Iteration 35Q: 3 clusters Score -280343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -280343.375000 Penalty: 2583.454834
	Iteration 36Q: 3 clusters Score -280343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -280343.875000 Penalty: 2583.454834
	Iteration 37Q: 3 clusters Score -280343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -280343.812500 Penalty: 2583.454834
	Iteration 38Q: 3 clusters Score -280343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -280343.937500 Penalty: 2583.454834
	Iteration 39Q: 3 clusters Score -280343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -280344.406250 Penalty: 2583.454834
	Iteration 40F: 3 clusters Score -280344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -280344.906250 Penalty: 2583.454834
	Iteration 41Q: 3 clusters Score -280344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -280344.906250 Penalty: 2583.454834
	Iteration 42F: 3 clusters Score -280344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -432167.750000 Penalty: 1377.613281
	Iteration 0F: 2 clusters Score -432167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -428326.500000 Penalty: 2755.226562
	Iteration 0F: 3 clusters Score -428326.5 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -429549.437500 Penalty: 2755.226562
	Iteration 1F: 3 clusters Score -429549.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -429828.312500 Penalty: 2755.226562
	Iteration 2F: 3 clusters Score -429828.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -429997.531250 Penalty: 2755.226562
	Iteration 3F: 3 clusters Score -429997.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -430122.531250 Penalty: 2755.226562
	Iteration 4Q: 3 clusters Score -430122.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -430201.125000 Penalty: 2755.226562
	Iteration 5Q: 3 clusters Score -430201.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -430265.125000 Penalty: 2755.226562
	Iteration 6Q: 3 clusters Score -430265.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -430324.656250 Penalty: 2755.226562
	Iteration 7Q: 3 clusters Score -430324.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -430373.812500 Penalty: 2755.226562
	Iteration 8Q: 3 clusters Score -430373.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -430409.562500 Penalty: 2755.226562
	Iteration 9Q: 3 clusters Score -430409.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -430445.125000 Penalty: 2755.226562
	Iteration 10Q: 3 clusters Score -430445.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -430486.843750 Penalty: 2755.226562
	Iteration 11Q: 3 clusters Score -430486.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -430538.156250 Penalty: 2755.226562
	Iteration 12Q: 3 clusters Score -430538.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -430575.468750 Penalty: 2755.226562
	Iteration 13Q: 3 clusters Score -430575.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -430605.718750 Penalty: 2755.226562
	Iteration 14Q: 3 clusters Score -430605.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -430628.875000 Penalty: 2755.226562
	Iteration 15Q: 3 clusters Score -430628.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -430648.343750 Penalty: 2755.226562
	Iteration 16Q: 3 clusters Score -430648.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -430665.406250 Penalty: 2755.226562
	Iteration 17Q: 3 clusters Score -430665.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -430687.437500 Penalty: 2755.226562
	Iteration 18Q: 3 clusters Score -430687.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -430703.906250 Penalty: 2755.226562
	Iteration 19Q: 3 clusters Score -430703.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -430729.625000 Penalty: 2755.226562
	Iteration 20F: 3 clusters Score -430729.6 nChanged 62
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: -430758.125000 Penalty: 2755.226562
	Iteration 21Q: 3 clusters Score -430758.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430777.500000 Penalty: 2755.226562
	Iteration 22Q: 3 clusters Score -430777.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -430795.468750 Penalty: 2755.226562
	Iteration 23Q: 3 clusters Score -430795.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -430816.093750 Penalty: 2755.226562
	Iteration 24Q: 3 clusters Score -430816.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -430842.218750 Penalty: 2755.226562
	Iteration 25Q: 3 clusters Score -430842.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -430869.406250 Penalty: 2755.226562
	Iteration 26Q: 3 clusters Score -430869.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -430895.593750 Penalty: 2755.226562
	Iteration 27Q: 3 clusters Score -430895.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -430914.468750 Penalty: 2755.226562
	Iteration 28Q: 3 clusters Score -430914.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -430934.593750 Penalty: 2755.226562
	Iteration 29Q: 3 clusters Score -430934.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -430952.062500 Penalty: 2755.226562
	Iteration 30Q: 3 clusters Score -430952.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -430971.937500 Penalty: 2755.226562
	Iteration 31Q: 3 clusters Score -430971.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -430992.718750 Penalty: 2755.226562
	Iteration 32Q: 3 clusters Score -430992.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -431014.437500 Penalty: 2755.226562
	Iteration 33Q: 3 clusters Score -431014.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -431041.125000 Penalty: 2755.226562
	Iteration 34Q: 3 clusters Score -431041.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -431061.968750 Penalty: 2755.226562
	Iteration 35Q: 3 clusters Score -431062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -431075.500000 Penalty: 2755.226562
	Iteration 36Q: 3 clusters Score -431075.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -431085.812500 Penalty: 2755.226562
	Iteration 37Q: 3 clusters Score -431085.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -431094.187500 Penalty: 2755.226562
	Iteration 38Q: 3 clusters Score -431094.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -431102.500000 Penalty: 2755.226562
	Iteration 39Q: 3 clusters Score -431102.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -431107.781250 Penalty: 2755.226562
	Iteration 40F: 3 clusters Score -431107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -431111.781250 Penalty: 2755.226562
	Iteration 41Q: 3 clusters Score -431111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -431113.687500 Penalty: 2755.226562
	Iteration 42Q: 3 clusters Score -431113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -431114.937500 Penalty: 2755.226562
	Iteration 43Q: 3 clusters Score -431114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -431116.875000 Penalty: 2755.226562
	Iteration 44Q: 3 clusters Score -431116.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -431119.406250 Penalty: 2755.226562
	Iteration 45Q: 3 clusters Score -431119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -431121.312500 Penalty: 2755.226562
	Iteration 46Q: 3 clusters Score -431121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -431122.343750 Penalty: 2755.226562
	Iteration 47Q: 3 clusters Score -431122.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -431125.500000 Penalty: 2755.226562
	Iteration 48Q: 3 clusters Score -431125.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -431126.437500 Penalty: 2755.226562
	Iteration 49Q: 3 clusters Score -431126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -431126.812500 Penalty: 2755.226562
	Iteration 50Q: 3 clusters Score -431126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -431126.562500 Penalty: 2755.226562
	Iteration 51Q: 3 clusters Score -431126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -431127.625000 Penalty: 2755.226562
	Iteration 52Q: 3 clusters Score -431127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -431129.562500 Penalty: 2755.226562
	Iteration 53Q: 3 clusters Score -431129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -431131.343750 Penalty: 2755.226562
	Iteration 54Q: 3 clusters Score -431131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -431132.343750 Penalty: 2755.226562
	Iteration 55Q: 3 clusters Score -431132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -431133.125000 Penalty: 2755.226562
	Iteration 56Q: 3 clusters Score -431133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -431133.718750 Penalty: 2755.226562
	Iteration 57Q: 3 clusters Score -431133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -431133.875000 Penalty: 2755.226562
	Iteration 58Q: 3 clusters Score -431133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -431137.656250 Penalty: 2755.226562
	Iteration 59Q: 3 clusters Score -431137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -431140.437500 Penalty: 2755.226562
	Iteration 60F: 3 clusters Score -431140.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -431142.218750 Penalty: 2755.226562
	Iteration 61Q: 3 clusters Score -431142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -431145.093750 Penalty: 2755.226562
	Iteration 62Q: 3 clusters Score -431145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -431148.656250 Penalty: 2755.226562
	Iteration 63Q: 3 clusters Score -431148.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -431152.093750 Penalty: 2755.226562
	Iteration 64Q: 3 clusters Score -431152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -431153.531250 Penalty: 2755.226562
	Iteration 65Q: 3 clusters Score -431153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -431156.218750 Penalty: 2755.226562
	Iteration 66Q: 3 clusters Score -431156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -431156.718750 Penalty: 2755.226562
	Iteration 67Q: 3 clusters Score -431156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -431159.218750 Penalty: 2755.226562
	Iteration 68Q: 3 clusters Score -431159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -431162.656250 Penalty: 2755.226562
	Iteration 69Q: 3 clusters Score -431162.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -431165.468750 Penalty: 2755.226562
	Iteration 70Q: 3 clusters Score -431165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -431167.312500 Penalty: 2755.226562
	Iteration 71Q: 3 clusters Score -431167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -431169.187500 Penalty: 2755.226562
	Iteration 72Q: 3 clusters Score -431169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -431170.343750 Penalty: 2755.226562
	Iteration 73Q: 3 clusters Score -431170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -431170.250000 Penalty: 2755.226562
	Iteration 74Q: 3 clusters Score -431170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -431171.156250 Penalty: 2755.226562
	Iteration 75Q: 3 clusters Score -431171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -431171.156250 Penalty: 2755.226562
	Iteration 76F: 3 clusters Score -431171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Entering Unmasked Estep 
Score: -2668213.500000 Penalty: 1665.506958
	Iteration 0F: 2 clusters Score -2668214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2649325.250000 Penalty: 3331.013916
	Iteration 0F: 3 clusters Score -2649325 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2656957.500000 Penalty: 3331.013916
	Iteration 1F: 3 clusters Score -2656958 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2657851.000000 Penalty: 3331.013916
	Iteration 2F: 3 clusters Score -2657851 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2658747.250000 Penalty: 3331.013916
	Iteration 3F: 3 clusters Score -2658747 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2659558.500000 Penalty: 3331.013916
	Iteration 4F: 3 clusters Score -2659558 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2660239.750000 Penalty: 3331.013916
	Iteration 5F: 3 clusters Score -2660240 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2660843.000000 Penalty: 3331.013916
	Iteration 6Q: 3 clusters Score -2660843 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2661347.500000 Penalty: 3331.013916
	Iteration 7Q: 3 clusters Score -2661348 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2661822.500000 Penalty: 3331.013916
	Iteration 8Q: 3 clusters Score -2661822 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2662281.000000 Penalty: 3331.013916
	Iteration 9Q: 3 clusters Score -2662281 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2662718.750000 Penalty: 3331.013916
	Iteration 10Q: 3 clusters Score -2662719 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2663215.250000 Penalty: 3331.013916
	Iteration 11Q: 3 clusters Score -2663215 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2663734.500000 Penalty: 3331.013916
	Iteration 12Q: 3 clusters Score -2663734 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2664258.250000 Penalty: 3331.013916
	Iteration 13Q: 3 clusters Score -2664258 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2664857.000000 Penalty: 3331.013916
	Iteration 14Q: 3 clusters Score -2664857 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2665429.750000 Penalty: 3331.013916
	Iteration 15Q: 3 clusters Score -2665430 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2665931.500000 Penalty: 3331.013916
	Iteration 16Q: 3 clusters Score -2665932 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2666351.000000 Penalty: 3331.013916
	Iteration 17Q: 3 clusters Score -2666351 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2666643.250000 Penalty: 3331.013916
	Iteration 18Q: 3 clusters Score -2666643 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2666863.250000 Penalty: 3331.013916
	Iteration 19Q: 3 clusters Score -2666863 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2667054.000000 Penalty: 3331.013916
	Iteration 20F: 3 clusters Score -2667054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2667171.250000 Penalty: 3331.013916
	Iteration 21Q: 3 clusters Score -2667171 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2667275.500000 Penalty: 3331.013916
	Iteration 22Q: 3 clusters Score -2667276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2667358.250000 Penalty: 3331.013916
	Iteration 23Q: 3 clusters Score -2667358 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2667438.250000 Penalty: 3331.013916
	Iteration 24Q: 3 clusters Score -2667438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2667514.500000 Penalty: 3331.013916
	Iteration 25Q: 3 clusters Score -2667514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2667588.500000 Penalty: 3331.013916
	Iteration 26Q: 3 clusters Score -2667588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2667643.750000 Penalty: 3331.013916
	Iteration 27Q: 3 clusters Score -2667644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2667681.500000 Penalty: 3331.013916
	Iteration 28Q: 3 clusters Score -2667682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2667712.750000 Penalty: 3331.013916
	Iteration 29Q: 3 clusters Score -2667713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2667741.250000 Penalty: 3331.013916
	Iteration 30Q: 3 clusters Score -2667741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2667765.000000 Penalty: 3331.013916
	Iteration 31Q: 3 clusters Score -2667765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2667794.750000 Penalty: 3331.013916
	Iteration 32Q: 3 clusters Score -2667795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2667833.000000 Penalty: 3331.013916
	Iteration 33Q: 3 clusters Score -2667833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2667861.000000 Penalty: 3331.013916
	Iteration 34Q: 3 clusters Score -2667861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2667874.250000 Penalty: 3331.013916
	Iteration 35Q: 3 clusters Score -2667874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2667881.750000 Penalty: 3331.013916
	Iteration 36Q: 3 clusters Score -2667882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2667891.250000 Penalty: 3331.013916
	Iteration 37Q: 3 clusters Score -2667891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2667900.000000 Penalty: 3331.013916
	Iteration 38Q: 3 clusters Score -2667900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2667901.750000 Penalty: 3331.013916
	Iteration 39Q: 3 clusters Score -2667902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2667903.750000 Penalty: 3331.013916
	Iteration 40F: 3 clusters Score -2667904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -234255.046875 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -234255 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 1203 members 
Entering Unmasked Estep 
Score: -231881.812500 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -231881.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232431.484375 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -232431.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -232564.093750 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -232564.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -232648.546875 Penalty: 2525.596924
	Iteration 3F: 3 clusters Score -232648.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -232741.031250 Penalty: 2525.596924
	Iteration 4Q: 3 clusters Score -232741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -232852.718750 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -232852.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -232978.078125 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -232978.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -233058.046875 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -233058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -233120.875000 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -233120.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -233146.968750 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -233147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -233161.656250 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -233161.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -233175.687500 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -233175.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -233190.125000 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -233190.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233205.343750 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -233205.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233218.843750 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -233218.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -233231.921875 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -233231.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -233249.218750 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -233249.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -233264.109375 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -233264.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -233271.734375 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -233271.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -233283.375000 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -233283.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233299.906250 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -233299.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -233317.546875 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -233317.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -233331.000000 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -233331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233335.718750 Penalty: 2525.596924
	Iteration 23Q: 3 clusters Score -233335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -233338.312500 Penalty: 2525.596924
	Iteration 24Q: 3 clusters Score -233338.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233342.406250 Penalty: 2525.596924
	Iteration 25Q: 3 clusters Score -233342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -233345.796875 Penalty: 2525.596924
	Iteration 26Q: 3 clusters Score -233345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -233347.671875 Penalty: 2525.596924
	Iteration 27Q: 3 clusters Score -233347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -233349.703125 Penalty: 2525.596924
	Iteration 28Q: 3 clusters Score -233349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -233354.578125 Penalty: 2525.596924
	Iteration 29Q: 3 clusters Score -233354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233356.468750 Penalty: 2525.596924
	Iteration 30Q: 3 clusters Score -233356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -233358.531250 Penalty: 2525.596924
	Iteration 31Q: 3 clusters Score -233358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -233360.640625 Penalty: 2525.596924
	Iteration 32Q: 3 clusters Score -233360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233363.375000 Penalty: 2525.596924
	Iteration 33Q: 3 clusters Score -233363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -233365.500000 Penalty: 2525.596924
	Iteration 34Q: 3 clusters Score -233365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233366.093750 Penalty: 2525.596924
	Iteration 35Q: 3 clusters Score -233366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233367.640625 Penalty: 2525.596924
	Iteration 36Q: 3 clusters Score -233367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -233371.046875 Penalty: 2525.596924
	Iteration 37Q: 3 clusters Score -233371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233373.421875 Penalty: 2525.596924
	Iteration 38Q: 3 clusters Score -233373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233374.531250 Penalty: 2525.596924
	Iteration 39Q: 3 clusters Score -233374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -233376.031250 Penalty: 2525.596924
	Iteration 40F: 3 clusters Score -233376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -233376.968750 Penalty: 2525.596924
	Iteration 41Q: 3 clusters Score -233377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -233377.968750 Penalty: 2525.596924
	Iteration 42Q: 3 clusters Score -233378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -233379.281250 Penalty: 2525.596924
	Iteration 43Q: 3 clusters Score -233379.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -233380.656250 Penalty: 2525.596924
	Iteration 44Q: 3 clusters Score -233380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -233381.843750 Penalty: 2525.596924
	Iteration 45Q: 3 clusters Score -233381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233382.859375 Penalty: 2525.596924
	Iteration 46Q: 3 clusters Score -233382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -233383.484375 Penalty: 2525.596924
	Iteration 47Q: 3 clusters Score -233383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233384.828125 Penalty: 2525.596924
	Iteration 48Q: 3 clusters Score -233384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233388.078125 Penalty: 2525.596924
	Iteration 49Q: 3 clusters Score -233388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233392.515625 Penalty: 2525.596924
	Iteration 50Q: 3 clusters Score -233392.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -233396.671875 Penalty: 2525.596924
	Iteration 51Q: 3 clusters Score -233396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -233400.140625 Penalty: 2525.596924
	Iteration 52Q: 3 clusters Score -233400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233401.843750 Penalty: 2525.596924
	Iteration 53Q: 3 clusters Score -233401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233403.312500 Penalty: 2525.596924
	Iteration 54Q: 3 clusters Score -233403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233404.484375 Penalty: 2525.596924
	Iteration 55Q: 3 clusters Score -233404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233404.734375 Penalty: 2525.596924
	Iteration 56Q: 3 clusters Score -233404.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -233404.734375 Penalty: 2525.596924
	Iteration 57F: 3 clusters Score -233404.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Entering Unmasked Estep 
Score: -875261.500000 Penalty: 1468.830811
	Iteration 0F: 2 clusters Score -875261.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -869164.125000 Penalty: 2937.661621
	Iteration 0F: 3 clusters Score -869164.1 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -871091.812500 Penalty: 2937.661621
	Iteration 1F: 3 clusters Score -871091.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -871259.312500 Penalty: 2937.661621
	Iteration 2F: 3 clusters Score -871259.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -871398.437500 Penalty: 2937.661621
	Iteration 3Q: 3 clusters Score -871398.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -871513.437500 Penalty: 2937.661621
	Iteration 4Q: 3 clusters Score -871513.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -871636.687500 Penalty: 2937.661621
	Iteration 5Q: 3 clusters Score -871636.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -871791.000000 Penalty: 2937.661621
	Iteration 6Q: 3 clusters Score -871791 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -871969.562500 Penalty: 2937.661621
	Iteration 7Q: 3 clusters Score -871969.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -872159.812500 Penalty: 2937.661621
	Iteration 8Q: 3 clusters Score -872159.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -872362.812500 Penalty: 2937.661621
	Iteration 9Q: 3 clusters Score -872362.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -872548.750000 Penalty: 2937.661621
	Iteration 10Q: 3 clusters Score -872548.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -872731.812500 Penalty: 2937.661621
	Iteration 11Q: 3 clusters Score -872731.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -872908.750000 Penalty: 2937.661621
	Iteration 12Q: 3 clusters Score -872908.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -873073.812500 Penalty: 2937.661621
	Iteration 13Q: 3 clusters Score -873073.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -873240.500000 Penalty: 2937.661621
	Iteration 14Q: 3 clusters Score -873240.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -873387.062500 Penalty: 2937.661621
	Iteration 15Q: 3 clusters Score -873387.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -873524.375000 Penalty: 2937.661621
	Iteration 16Q: 3 clusters Score -873524.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -873649.812500 Penalty: 2937.661621
	Iteration 17Q: 3 clusters Score -873649.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -873752.125000 Penalty: 2937.661621
	Iteration 18Q: 3 clusters Score -873752.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -873816.250000 Penalty: 2937.661621
	Iteration 19Q: 3 clusters Score -873816.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -873852.500000 Penalty: 2937.661621
	Iteration 20F: 3 clusters Score -873852.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -873887.125000 Penalty: 2937.661621
	Iteration 21Q: 3 clusters Score -873887.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -873913.000000 Penalty: 2937.661621
	Iteration 22Q: 3 clusters Score -873913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -873934.312500 Penalty: 2937.661621
	Iteration 23Q: 3 clusters Score -873934.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -873947.625000 Penalty: 2937.661621
	Iteration 24Q: 3 clusters Score -873947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -873956.000000 Penalty: 2937.661621
	Iteration 25Q: 3 clusters Score -873956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -873963.500000 Penalty: 2937.661621
	Iteration 26Q: 3 clusters Score -873963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -873964.312500 Penalty: 2937.661621
	Iteration 27Q: 3 clusters Score -873964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -873966.437500 Penalty: 2937.661621
	Iteration 28Q: 3 clusters Score -873966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -873968.500000 Penalty: 2937.661621
	Iteration 29Q: 3 clusters Score -873968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -873973.812500 Penalty: 2937.661621
	Iteration 30Q: 3 clusters Score -873973.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -873979.062500 Penalty: 2937.661621
	Iteration 31Q: 3 clusters Score -873979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -873980.375000 Penalty: 2937.661621
	Iteration 32Q: 3 clusters Score -873980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -873987.750000 Penalty: 2937.661621
	Iteration 33Q: 3 clusters Score -873987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -873993.500000 Penalty: 2937.661621
	Iteration 34Q: 3 clusters Score -873993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -873997.437500 Penalty: 2937.661621
	Iteration 35Q: 3 clusters Score -873997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -874000.312500 Penalty: 2937.661621
	Iteration 36Q: 3 clusters Score -874000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -874000.750000 Penalty: 2937.661621
	Iteration 37Q: 3 clusters Score -874000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -874003.500000 Penalty: 2937.661621
	Iteration 38Q: 3 clusters Score -874003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -874008.375000 Penalty: 2937.661621
	Iteration 39Q: 3 clusters Score -874008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -874008.562500 Penalty: 2937.661621
	Iteration 40F: 3 clusters Score -874008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -1981769.625000 Penalty: 1605.984009
	Iteration 0F: 2 clusters Score -1981770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1968383.125000 Penalty: 3211.968018
	Iteration 0F: 3 clusters Score -1968383 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1973592.625000 Penalty: 3211.968018
	Iteration 1F: 3 clusters Score -1973593 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1974394.500000 Penalty: 3211.968018
	Iteration 2F: 3 clusters Score -1974394 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1975349.250000 Penalty: 3211.968018
	Iteration 3F: 3 clusters Score -1975349 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1976369.250000 Penalty: 3211.968018
	Iteration 4F: 3 clusters Score -1976369 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1977338.000000 Penalty: 3211.968018
	Iteration 5F: 3 clusters Score -1977338 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1978211.875000 Penalty: 3211.968018
	Iteration 6F: 3 clusters Score -1978212 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1978918.000000 Penalty: 3211.968018
	Iteration 7F: 3 clusters Score -1978918 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1979395.500000 Penalty: 3211.968018
	Iteration 8Q: 3 clusters Score -1979396 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1979772.000000 Penalty: 3211.968018
	Iteration 9Q: 3 clusters Score -1979772 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1980054.875000 Penalty: 3211.968018
	Iteration 10Q: 3 clusters Score -1980055 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1980297.500000 Penalty: 3211.968018
	Iteration 11Q: 3 clusters Score -1980298 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1980494.875000 Penalty: 3211.968018
	Iteration 12Q: 3 clusters Score -1980495 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1980652.375000 Penalty: 3211.968018
	Iteration 13Q: 3 clusters Score -1980652 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1980796.500000 Penalty: 3211.968018
	Iteration 14Q: 3 clusters Score -1980796 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1980890.250000 Penalty: 3211.968018
	Iteration 15Q: 3 clusters Score -1980890 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1980973.125000 Penalty: 3211.968018
	Iteration 16Q: 3 clusters Score -1980973 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1981035.125000 Penalty: 3211.968018
	Iteration 17Q: 3 clusters Score -1981035 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1981078.875000 Penalty: 3211.968018
	Iteration 18Q: 3 clusters Score -1981079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1981116.000000 Penalty: 3211.968018
	Iteration 19Q: 3 clusters Score -1981116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1981135.500000 Penalty: 3211.968018
	Iteration 20F: 3 clusters Score -1981136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1981157.375000 Penalty: 3211.968018
	Iteration 21Q: 3 clusters Score -1981157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1981167.875000 Penalty: 3211.968018
	Iteration 22Q: 3 clusters Score -1981168 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1981181.750000 Penalty: 3211.968018
	Iteration 23Q: 3 clusters Score -1981182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1981200.000000 Penalty: 3211.968018
	Iteration 24Q: 3 clusters Score -1981200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1981203.000000 Penalty: 3211.968018
	Iteration 25Q: 3 clusters Score -1981203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1981217.125000 Penalty: 3211.968018
	Iteration 26Q: 3 clusters Score -1981217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1981217.500000 Penalty: 3211.968018
	Iteration 27Q: 3 clusters Score -1981218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1981226.625000 Penalty: 3211.968018
	Iteration 28Q: 3 clusters Score -1981227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1981228.250000 Penalty: 3211.968018
	Iteration 29Q: 3 clusters Score -1981228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1981229.625000 Penalty: 3211.968018
	Iteration 30Q: 3 clusters Score -1981230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1981232.750000 Penalty: 3211.968018
	Iteration 31Q: 3 clusters Score -1981233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1981228.375000 Penalty: 3211.968018
	Iteration 32Q: 3 clusters Score -1981228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1981229.875000 Penalty: 3211.968018
	Iteration 33Q: 3 clusters Score -1981230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1981229.125000 Penalty: 3211.968018
	Iteration 34Q: 3 clusters Score -1981229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1981229.750000 Penalty: 3211.968018
	Iteration 35Q: 3 clusters Score -1981230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1981233.875000 Penalty: 3211.968018
	Iteration 36Q: 3 clusters Score -1981234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1981235.125000 Penalty: 3211.968018
	Iteration 37Q: 3 clusters Score -1981235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1981239.375000 Penalty: 3211.968018
	Iteration 38Q: 3 clusters Score -1981239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1981236.500000 Penalty: 3211.968018
	Iteration 39Q: 3 clusters Score -1981236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1981238.750000 Penalty: 3211.968018
	Iteration 40F: 3 clusters Score -1981239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1981239.250000 Penalty: 3211.968018
	Iteration 41Q: 3 clusters Score -1981239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1981236.125000 Penalty: 3211.968018
	Iteration 42Q: 3 clusters Score -1981236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1981237.750000 Penalty: 3211.968018
	Iteration 43Q: 3 clusters Score -1981238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1981246.375000 Penalty: 3211.968018
	Iteration 44Q: 3 clusters Score -1981246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1981243.875000 Penalty: 3211.968018
	Iteration 45Q: 3 clusters Score -1981244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1981249.750000 Penalty: 3211.968018
	Iteration 46Q: 3 clusters Score -1981250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1981246.125000 Penalty: 3211.968018
	Iteration 47Q: 3 clusters Score -1981246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1981246.875000 Penalty: 3211.968018
	Iteration 48Q: 3 clusters Score -1981247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1981249.250000 Penalty: 3211.968018
	Iteration 49Q: 3 clusters Score -1981249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1981249.625000 Penalty: 3211.968018
	Iteration 50Q: 3 clusters Score -1981250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1981248.000000 Penalty: 3211.968018
	Iteration 51Q: 3 clusters Score -1981248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1981250.375000 Penalty: 3211.968018
	Iteration 52Q: 3 clusters Score -1981250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1981252.250000 Penalty: 3211.968018
	Iteration 53Q: 3 clusters Score -1981252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1981251.625000 Penalty: 3211.968018
	Iteration 54Q: 3 clusters Score -1981252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1981252.875000 Penalty: 3211.968018
	Iteration 55Q: 3 clusters Score -1981253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1981247.875000 Penalty: 3211.968018
	Iteration 56Q: 3 clusters Score -1981248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1981249.875000 Penalty: 3211.968018
	Iteration 57Q: 3 clusters Score -1981250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1981249.875000 Penalty: 3211.968018
	Iteration 58F: 3 clusters Score -1981250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Entering Unmasked Estep 
Score: -968132.187500 Penalty: 1486.953613
	Iteration 0F: 2 clusters Score -968132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -961392.375000 Penalty: 2973.907227
	Iteration 0F: 3 clusters Score -961392.4 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -963586.687500 Penalty: 2973.907227
	Iteration 1F: 3 clusters Score -963586.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -963862.750000 Penalty: 2973.907227
	Iteration 2F: 3 clusters Score -963862.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -964096.187500 Penalty: 2973.907227
	Iteration 3F: 3 clusters Score -964096.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -964289.562500 Penalty: 2973.907227
	Iteration 4Q: 3 clusters Score -964289.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -964440.687500 Penalty: 2973.907227
	Iteration 5Q: 3 clusters Score -964440.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -964574.625000 Penalty: 2973.907227
	Iteration 6Q: 3 clusters Score -964574.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -964693.875000 Penalty: 2973.907227
	Iteration 7Q: 3 clusters Score -964693.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -964794.687500 Penalty: 2973.907227
	Iteration 8Q: 3 clusters Score -964794.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -964902.437500 Penalty: 2973.907227
	Iteration 9Q: 3 clusters Score -964902.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -965048.375000 Penalty: 2973.907227
	Iteration 10Q: 3 clusters Score -965048.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -965201.875000 Penalty: 2973.907227
	Iteration 11Q: 3 clusters Score -965201.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -965358.062500 Penalty: 2973.907227
	Iteration 12Q: 3 clusters Score -965358.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -965512.312500 Penalty: 2973.907227
	Iteration 13Q: 3 clusters Score -965512.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -965671.375000 Penalty: 2973.907227
	Iteration 14Q: 3 clusters Score -965671.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -965808.812500 Penalty: 2973.907227
	Iteration 15Q: 3 clusters Score -965808.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -965888.375000 Penalty: 2973.907227
	Iteration 16Q: 3 clusters Score -965888.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -965932.562500 Penalty: 2973.907227
	Iteration 17Q: 3 clusters Score -965932.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -965959.437500 Penalty: 2973.907227
	Iteration 18Q: 3 clusters Score -965959.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -965980.125000 Penalty: 2973.907227
	Iteration 19Q: 3 clusters Score -965980.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -965997.687500 Penalty: 2973.907227
	Iteration 20F: 3 clusters Score -965997.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -966010.437500 Penalty: 2973.907227
	Iteration 21Q: 3 clusters Score -966010.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -966027.250000 Penalty: 2973.907227
	Iteration 22Q: 3 clusters Score -966027.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -966041.875000 Penalty: 2973.907227
	Iteration 23Q: 3 clusters Score -966041.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -966053.750000 Penalty: 2973.907227
	Iteration 24Q: 3 clusters Score -966053.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -966066.687500 Penalty: 2973.907227
	Iteration 25Q: 3 clusters Score -966066.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -966079.437500 Penalty: 2973.907227
	Iteration 26Q: 3 clusters Score -966079.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -966095.062500 Penalty: 2973.907227
	Iteration 27Q: 3 clusters Score -966095.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -966107.437500 Penalty: 2973.907227
	Iteration 28Q: 3 clusters Score -966107.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -966120.062500 Penalty: 2973.907227
	Iteration 29Q: 3 clusters Score -966120.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -966136.312500 Penalty: 2973.907227
	Iteration 30Q: 3 clusters Score -966136.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -966152.937500 Penalty: 2973.907227
	Iteration 31Q: 3 clusters Score -966152.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -966168.312500 Penalty: 2973.907227
	Iteration 32Q: 3 clusters Score -966168.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -966177.000000 Penalty: 2973.907227
	Iteration 33Q: 3 clusters Score -966177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -966187.625000 Penalty: 2973.907227
	Iteration 34Q: 3 clusters Score -966187.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -966201.875000 Penalty: 2973.907227
	Iteration 35Q: 3 clusters Score -966201.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -966211.375000 Penalty: 2973.907227
	Iteration 36Q: 3 clusters Score -966211.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -966222.937500 Penalty: 2973.907227
	Iteration 37Q: 3 clusters Score -966222.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -966234.437500 Penalty: 2973.907227
	Iteration 38Q: 3 clusters Score -966234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -966242.875000 Penalty: 2973.907227
	Iteration 39Q: 3 clusters Score -966242.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -966256.687500 Penalty: 2973.907227
	Iteration 40F: 3 clusters Score -966256.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -966266.562500 Penalty: 2973.907227
	Iteration 41Q: 3 clusters Score -966266.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -966279.437500 Penalty: 2973.907227
	Iteration 42Q: 3 clusters Score -966279.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -966292.250000 Penalty: 2973.907227
	Iteration 43Q: 3 clusters Score -966292.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -966310.625000 Penalty: 2973.907227
	Iteration 44Q: 3 clusters Score -966310.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -966329.312500 Penalty: 2973.907227
	Iteration 45Q: 3 clusters Score -966329.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -966346.250000 Penalty: 2973.907227
	Iteration 46Q: 3 clusters Score -966346.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -966360.250000 Penalty: 2973.907227
	Iteration 47Q: 3 clusters Score -966360.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -966369.250000 Penalty: 2973.907227
	Iteration 48Q: 3 clusters Score -966369.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -966377.562500 Penalty: 2973.907227
	Iteration 49Q: 3 clusters Score -966377.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -966391.250000 Penalty: 2973.907227
	Iteration 50Q: 3 clusters Score -966391.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -966403.437500 Penalty: 2973.907227
	Iteration 51Q: 3 clusters Score -966403.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -966417.312500 Penalty: 2973.907227
	Iteration 52Q: 3 clusters Score -966417.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -966433.812500 Penalty: 2973.907227
	Iteration 53Q: 3 clusters Score -966433.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -966451.500000 Penalty: 2973.907227
	Iteration 54Q: 3 clusters Score -966451.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -966461.000000 Penalty: 2973.907227
	Iteration 55Q: 3 clusters Score -966461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -966472.875000 Penalty: 2973.907227
	Iteration 56Q: 3 clusters Score -966472.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -966485.375000 Penalty: 2973.907227
	Iteration 57Q: 3 clusters Score -966485.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -966494.125000 Penalty: 2973.907227
	Iteration 58Q: 3 clusters Score -966494.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -966507.187500 Penalty: 2973.907227
	Iteration 59Q: 3 clusters Score -966507.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -966510.312500 Penalty: 2973.907227
	Iteration 60F: 3 clusters Score -966510.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -966521.750000 Penalty: 2973.907227
	Iteration 61Q: 3 clusters Score -966521.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -966538.875000 Penalty: 2973.907227
	Iteration 62Q: 3 clusters Score -966538.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -966559.125000 Penalty: 2973.907227
	Iteration 63Q: 3 clusters Score -966559.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -966589.312500 Penalty: 2973.907227
	Iteration 64Q: 3 clusters Score -966589.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -966627.687500 Penalty: 2973.907227
	Iteration 65Q: 3 clusters Score -966627.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -966661.875000 Penalty: 2973.907227
	Iteration 66Q: 3 clusters Score -966661.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -966694.625000 Penalty: 2973.907227
	Iteration 67Q: 3 clusters Score -966694.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -966714.437500 Penalty: 2973.907227
	Iteration 68Q: 3 clusters Score -966714.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -966733.375000 Penalty: 2973.907227
	Iteration 69Q: 3 clusters Score -966733.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -966750.750000 Penalty: 2973.907227
	Iteration 70Q: 3 clusters Score -966750.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -966766.062500 Penalty: 2973.907227
	Iteration 71Q: 3 clusters Score -966766.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -966778.687500 Penalty: 2973.907227
	Iteration 72Q: 3 clusters Score -966778.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -966789.375000 Penalty: 2973.907227
	Iteration 73Q: 3 clusters Score -966789.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -966800.312500 Penalty: 2973.907227
	Iteration 74Q: 3 clusters Score -966800.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -966808.250000 Penalty: 2973.907227
	Iteration 75Q: 3 clusters Score -966808.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -966820.250000 Penalty: 2973.907227
	Iteration 76Q: 3 clusters Score -966820.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -966827.875000 Penalty: 2973.907227
	Iteration 77Q: 3 clusters Score -966827.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -966832.937500 Penalty: 2973.907227
	Iteration 78Q: 3 clusters Score -966832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -966839.062500 Penalty: 2973.907227
	Iteration 79Q: 3 clusters Score -966839.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -966843.937500 Penalty: 2973.907227
	Iteration 80F: 3 clusters Score -966843.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -966849.437500 Penalty: 2973.907227
	Iteration 81Q: 3 clusters Score -966849.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -966854.750000 Penalty: 2973.907227
	Iteration 82Q: 3 clusters Score -966854.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -966856.375000 Penalty: 2973.907227
	Iteration 83Q: 3 clusters Score -966856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -966861.625000 Penalty: 2973.907227
	Iteration 84Q: 3 clusters Score -966861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -966861.875000 Penalty: 2973.907227
	Iteration 85Q: 3 clusters Score -966861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -966864.312500 Penalty: 2973.907227
	Iteration 86Q: 3 clusters Score -966864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -966866.875000 Penalty: 2973.907227
	Iteration 87Q: 3 clusters Score -966866.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -966871.375000 Penalty: 2973.907227
	Iteration 88Q: 3 clusters Score -966871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -966872.562500 Penalty: 2973.907227
	Iteration 89Q: 3 clusters Score -966872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -966873.812500 Penalty: 2973.907227
	Iteration 90Q: 3 clusters Score -966873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -966875.062500 Penalty: 2973.907227
	Iteration 91Q: 3 clusters Score -966875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -966876.437500 Penalty: 2973.907227
	Iteration 92Q: 3 clusters Score -966876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -966878.875000 Penalty: 2973.907227
	Iteration 93Q: 3 clusters Score -966878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -966882.187500 Penalty: 2973.907227
	Iteration 94Q: 3 clusters Score -966882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -966885.812500 Penalty: 2973.907227
	Iteration 95Q: 3 clusters Score -966885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -966891.312500 Penalty: 2973.907227
	Iteration 96Q: 3 clusters Score -966891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -966891.812500 Penalty: 2973.907227
	Iteration 97Q: 3 clusters Score -966891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -966891.812500 Penalty: 2973.907227
	Iteration 98F: 3 clusters Score -966891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Entering Unmasked Estep 
Score: -664581.125000 Penalty: 1444.153809
	Iteration 0F: 2 clusters Score -664581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -659186.875000 Penalty: 2888.307617
	Iteration 0F: 3 clusters Score -659186.9 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -660910.875000 Penalty: 2888.307617
	Iteration 1F: 3 clusters Score -660910.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -661218.437500 Penalty: 2888.307617
	Iteration 2F: 3 clusters Score -661218.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -661525.187500 Penalty: 2888.307617
	Iteration 3F: 3 clusters Score -661525.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -661815.812500 Penalty: 2888.307617
	Iteration 4F: 3 clusters Score -661815.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -662062.625000 Penalty: 2888.307617
	Iteration 5F: 3 clusters Score -662062.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -662278.750000 Penalty: 2888.307617
	Iteration 6Q: 3 clusters Score -662278.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -662432.500000 Penalty: 2888.307617
	Iteration 7Q: 3 clusters Score -662432.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -662590.125000 Penalty: 2888.307617
	Iteration 8Q: 3 clusters Score -662590.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -662730.437500 Penalty: 2888.307617
	Iteration 9Q: 3 clusters Score -662730.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -662857.312500 Penalty: 2888.307617
	Iteration 10Q: 3 clusters Score -662857.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -662948.875000 Penalty: 2888.307617
	Iteration 11Q: 3 clusters Score -662948.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -663015.125000 Penalty: 2888.307617
	Iteration 12Q: 3 clusters Score -663015.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -663071.437500 Penalty: 2888.307617
	Iteration 13Q: 3 clusters Score -663071.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -663131.000000 Penalty: 2888.307617
	Iteration 14Q: 3 clusters Score -663131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -663169.562500 Penalty: 2888.307617
	Iteration 15Q: 3 clusters Score -663169.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -663191.125000 Penalty: 2888.307617
	Iteration 16Q: 3 clusters Score -663191.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -663215.375000 Penalty: 2888.307617
	Iteration 17Q: 3 clusters Score -663215.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -663234.937500 Penalty: 2888.307617
	Iteration 18Q: 3 clusters Score -663234.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -663255.625000 Penalty: 2888.307617
	Iteration 19Q: 3 clusters Score -663255.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -663279.125000 Penalty: 2888.307617
	Iteration 20F: 3 clusters Score -663279.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -663308.000000 Penalty: 2888.307617
	Iteration 21Q: 3 clusters Score -663308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -663329.187500 Penalty: 2888.307617
	Iteration 22Q: 3 clusters Score -663329.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -663338.812500 Penalty: 2888.307617
	Iteration 23Q: 3 clusters Score -663338.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -663348.062500 Penalty: 2888.307617
	Iteration 24Q: 3 clusters Score -663348.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -663358.062500 Penalty: 2888.307617
	Iteration 25Q: 3 clusters Score -663358.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -663370.312500 Penalty: 2888.307617
	Iteration 26Q: 3 clusters Score -663370.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -663379.875000 Penalty: 2888.307617
	Iteration 27Q: 3 clusters Score -663379.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -663389.250000 Penalty: 2888.307617
	Iteration 28Q: 3 clusters Score -663389.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -663400.187500 Penalty: 2888.307617
	Iteration 29Q: 3 clusters Score -663400.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -663414.375000 Penalty: 2888.307617
	Iteration 30Q: 3 clusters Score -663414.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -663425.562500 Penalty: 2888.307617
	Iteration 31Q: 3 clusters Score -663425.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -663434.437500 Penalty: 2888.307617
	Iteration 32Q: 3 clusters Score -663434.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -663439.937500 Penalty: 2888.307617
	Iteration 33Q: 3 clusters Score -663439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -663445.250000 Penalty: 2888.307617
	Iteration 34Q: 3 clusters Score -663445.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -663449.625000 Penalty: 2888.307617
	Iteration 35Q: 3 clusters Score -663449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -663454.062500 Penalty: 2888.307617
	Iteration 36Q: 3 clusters Score -663454.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -663458.250000 Penalty: 2888.307617
	Iteration 37Q: 3 clusters Score -663458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -663461.937500 Penalty: 2888.307617
	Iteration 38Q: 3 clusters Score -663461.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -663465.437500 Penalty: 2888.307617
	Iteration 39Q: 3 clusters Score -663465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -663470.062500 Penalty: 2888.307617
	Iteration 40F: 3 clusters Score -663470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -663471.562500 Penalty: 2888.307617
	Iteration 41Q: 3 clusters Score -663471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -663474.312500 Penalty: 2888.307617
	Iteration 42Q: 3 clusters Score -663474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -663478.062500 Penalty: 2888.307617
	Iteration 43Q: 3 clusters Score -663478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -663478.875000 Penalty: 2888.307617
	Iteration 44Q: 3 clusters Score -663478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -663479.500000 Penalty: 2888.307617
	Iteration 45Q: 3 clusters Score -663479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -663480.125000 Penalty: 2888.307617
	Iteration 46Q: 3 clusters Score -663480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -663480.500000 Penalty: 2888.307617
	Iteration 47Q: 3 clusters Score -663480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -663481.750000 Penalty: 2888.307617
	Iteration 48Q: 3 clusters Score -663481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -663481.312500 Penalty: 2888.307617
	Iteration 49Q: 3 clusters Score -663481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -663484.250000 Penalty: 2888.307617
	Iteration 50Q: 3 clusters Score -663484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -663483.937500 Penalty: 2888.307617
	Iteration 51Q: 3 clusters Score -663483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -663484.375000 Penalty: 2888.307617
	Iteration 52Q: 3 clusters Score -663484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -663483.937500 Penalty: 2888.307617
	Iteration 53Q: 3 clusters Score -663483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -663483.937500 Penalty: 2888.307617
	Iteration 54F: 3 clusters Score -663483.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -792024.500000 Penalty: 1454.798340
	Iteration 0F: 2 clusters Score -792024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -786337.062500 Penalty: 2909.596680
	Iteration 0F: 3 clusters Score -786337.1 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -788029.000000 Penalty: 2909.596680
	Iteration 1F: 3 clusters Score -788029 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -788223.687500 Penalty: 2909.596680
	Iteration 2F: 3 clusters Score -788223.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -788406.500000 Penalty: 2909.596680
	Iteration 3Q: 3 clusters Score -788406.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -788558.187500 Penalty: 2909.596680
	Iteration 4Q: 3 clusters Score -788558.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -788684.312500 Penalty: 2909.596680
	Iteration 5Q: 3 clusters Score -788684.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -788815.062500 Penalty: 2909.596680
	Iteration 6Q: 3 clusters Score -788815.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -788941.562500 Penalty: 2909.596680
	Iteration 7Q: 3 clusters Score -788941.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -789069.937500 Penalty: 2909.596680
	Iteration 8Q: 3 clusters Score -789069.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -789199.000000 Penalty: 2909.596680
	Iteration 9Q: 3 clusters Score -789199 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -789303.375000 Penalty: 2909.596680
	Iteration 10Q: 3 clusters Score -789303.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -789423.000000 Penalty: 2909.596680
	Iteration 11Q: 3 clusters Score -789423 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -789561.187500 Penalty: 2909.596680
	Iteration 12Q: 3 clusters Score -789561.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -789697.062500 Penalty: 2909.596680
	Iteration 13Q: 3 clusters Score -789697.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -789848.437500 Penalty: 2909.596680
	Iteration 14Q: 3 clusters Score -789848.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -789979.125000 Penalty: 2909.596680
	Iteration 15Q: 3 clusters Score -789979.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -790095.250000 Penalty: 2909.596680
	Iteration 16Q: 3 clusters Score -790095.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -790200.625000 Penalty: 2909.596680
	Iteration 17Q: 3 clusters Score -790200.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -790304.437500 Penalty: 2909.596680
	Iteration 18Q: 3 clusters Score -790304.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -790410.437500 Penalty: 2909.596680
	Iteration 19Q: 3 clusters Score -790410.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -790503.437500 Penalty: 2909.596680
	Iteration 20F: 3 clusters Score -790503.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -790591.750000 Penalty: 2909.596680
	Iteration 21Q: 3 clusters Score -790591.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -790669.750000 Penalty: 2909.596680
	Iteration 22Q: 3 clusters Score -790669.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -790728.625000 Penalty: 2909.596680
	Iteration 23Q: 3 clusters Score -790728.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -790771.750000 Penalty: 2909.596680
	Iteration 24Q: 3 clusters Score -790771.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -790800.562500 Penalty: 2909.596680
	Iteration 25Q: 3 clusters Score -790800.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -790823.750000 Penalty: 2909.596680
	Iteration 26Q: 3 clusters Score -790823.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -790844.937500 Penalty: 2909.596680
	Iteration 27Q: 3 clusters Score -790844.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -790869.937500 Penalty: 2909.596680
	Iteration 28Q: 3 clusters Score -790869.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -790883.187500 Penalty: 2909.596680
	Iteration 29Q: 3 clusters Score -790883.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -790902.062500 Penalty: 2909.596680
	Iteration 30Q: 3 clusters Score -790902.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -790913.187500 Penalty: 2909.596680
	Iteration 31Q: 3 clusters Score -790913.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -790926.187500 Penalty: 2909.596680
	Iteration 32Q: 3 clusters Score -790926.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -790949.812500 Penalty: 2909.596680
	Iteration 33Q: 3 clusters Score -790949.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -790969.562500 Penalty: 2909.596680
	Iteration 34Q: 3 clusters Score -790969.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -790982.312500 Penalty: 2909.596680
	Iteration 35Q: 3 clusters Score -790982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -790995.937500 Penalty: 2909.596680
	Iteration 36Q: 3 clusters Score -790995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -791012.062500 Penalty: 2909.596680
	Iteration 37Q: 3 clusters Score -791012.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -791024.937500 Penalty: 2909.596680
	Iteration 38Q: 3 clusters Score -791024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -791027.812500 Penalty: 2909.596680
	Iteration 39Q: 3 clusters Score -791027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -791040.937500 Penalty: 2909.596680
	Iteration 40F: 3 clusters Score -791040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -791054.000000 Penalty: 2909.596680
	Iteration 41Q: 3 clusters Score -791054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -791060.000000 Penalty: 2909.596680
	Iteration 42Q: 3 clusters Score -791060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -791063.312500 Penalty: 2909.596680
	Iteration 43Q: 3 clusters Score -791063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -791067.750000 Penalty: 2909.596680
	Iteration 44Q: 3 clusters Score -791067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -791071.000000 Penalty: 2909.596680
	Iteration 45Q: 3 clusters Score -791071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -791072.875000 Penalty: 2909.596680
	Iteration 46Q: 3 clusters Score -791072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -791073.125000 Penalty: 2909.596680
	Iteration 47Q: 3 clusters Score -791073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -791073.125000 Penalty: 2909.596680
	Iteration 48F: 3 clusters Score -791073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -378709.000000 Penalty: 1343.793823
	Iteration 0F: 2 clusters Score -378709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -375426.437500 Penalty: 2687.587646
	Iteration 0F: 3 clusters Score -375426.4 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -376258.156250 Penalty: 2687.587646
	Iteration 1F: 3 clusters Score -376258.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376456.656250 Penalty: 2687.587646
	Iteration 2F: 3 clusters Score -376456.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376608.687500 Penalty: 2687.587646
	Iteration 3F: 3 clusters Score -376608.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -376731.718750 Penalty: 2687.587646
	Iteration 4F: 3 clusters Score -376731.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -376852.125000 Penalty: 2687.587646
	Iteration 5Q: 3 clusters Score -376852.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376992.750000 Penalty: 2687.587646
	Iteration 6Q: 3 clusters Score -376992.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -377137.312500 Penalty: 2687.587646
	Iteration 7Q: 3 clusters Score -377137.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -377299.343750 Penalty: 2687.587646
	Iteration 8Q: 3 clusters Score -377299.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -377435.281250 Penalty: 2687.587646
	Iteration 9Q: 3 clusters Score -377435.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -377546.500000 Penalty: 2687.587646
	Iteration 10Q: 3 clusters Score -377546.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -377640.187500 Penalty: 2687.587646
	Iteration 11Q: 3 clusters Score -377640.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -377695.875000 Penalty: 2687.587646
	Iteration 12Q: 3 clusters Score -377695.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -377736.656250 Penalty: 2687.587646
	Iteration 13Q: 3 clusters Score -377736.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377777.156250 Penalty: 2687.587646
	Iteration 14Q: 3 clusters Score -377777.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -377801.593750 Penalty: 2687.587646
	Iteration 15Q: 3 clusters Score -377801.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -377817.468750 Penalty: 2687.587646
	Iteration 16Q: 3 clusters Score -377817.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -377833.000000 Penalty: 2687.587646
	Iteration 17Q: 3 clusters Score -377833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -377845.968750 Penalty: 2687.587646
	Iteration 18Q: 3 clusters Score -377846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377867.062500 Penalty: 2687.587646
	Iteration 19Q: 3 clusters Score -377867.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -377890.468750 Penalty: 2687.587646
	Iteration 20F: 3 clusters Score -377890.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -377937.062500 Penalty: 2687.587646
	Iteration 21Q: 3 clusters Score -377937.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -378009.406250 Penalty: 2687.587646
	Iteration 22Q: 3 clusters Score -378009.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -378097.031250 Penalty: 2687.587646
	Iteration 23Q: 3 clusters Score -378097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -378175.187500 Penalty: 2687.587646
	Iteration 24Q: 3 clusters Score -378175.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -378209.750000 Penalty: 2687.587646
	Iteration 25Q: 3 clusters Score -378209.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -378218.843750 Penalty: 2687.587646
	Iteration 26Q: 3 clusters Score -378218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -378225.562500 Penalty: 2687.587646
	Iteration 27Q: 3 clusters Score -378225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -378230.125000 Penalty: 2687.587646
	Iteration 28Q: 3 clusters Score -378230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -378232.500000 Penalty: 2687.587646
	Iteration 29Q: 3 clusters Score -378232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -378233.437500 Penalty: 2687.587646
	Iteration 30Q: 3 clusters Score -378233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -378233.750000 Penalty: 2687.587646
	Iteration 31Q: 3 clusters Score -378233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -378234.875000 Penalty: 2687.587646
	Iteration 32Q: 3 clusters Score -378234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -378235.968750 Penalty: 2687.587646
	Iteration 33Q: 3 clusters Score -378236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -378236.343750 Penalty: 2687.587646
	Iteration 34Q: 3 clusters Score -378236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -378236.906250 Penalty: 2687.587646
	Iteration 35Q: 3 clusters Score -378236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -378236.656250 Penalty: 2687.587646
	Iteration 36Q: 3 clusters Score -378236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -378236.656250 Penalty: 2687.587646
	Iteration 37F: 3 clusters Score -378236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -199022.687500 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -199022.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -196939.687500 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -196939.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -197429.843750 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -197429.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197550.625000 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -197550.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -197628.593750 Penalty: 2472.721680
	Iteration 3F: 3 clusters Score -197628.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -197677.093750 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -197677.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197721.140625 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -197721.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197758.578125 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -197758.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -197789.765625 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -197789.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -197828.718750 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -197828.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -197867.171875 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -197867.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -197916.859375 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -197916.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -197996.171875 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -197996.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -198155.359375 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -198155.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -198392.531250 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -198392.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -198519.218750 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -198519.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -198614.625000 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -198614.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -198701.390625 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -198701.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -198759.531250 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -198759.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -198801.484375 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -198801.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -198850.953125 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -198851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -198909.328125 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -198909.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -198971.484375 Penalty: 2472.721680
	Iteration 21Q: 3 clusters Score -198971.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -199007.328125 Penalty: 2472.721680
	Iteration 22Q: 3 clusters Score -199007.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -199037.921875 Penalty: 2472.721680
	Iteration 23Q: 3 clusters Score -199037.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -199060.828125 Penalty: 2472.721680
	Iteration 24Q: 3 clusters Score -199060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -199071.531250 Penalty: 2472.721680
	Iteration 25Q: 3 clusters Score -199071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -199084.343750 Penalty: 2472.721680
	Iteration 26Q: 3 clusters Score -199084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -199090.656250 Penalty: 2472.721680
	Iteration 27Q: 3 clusters Score -199090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -199093.703125 Penalty: 2472.721680
	Iteration 28Q: 3 clusters Score -199093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -199100.750000 Penalty: 2472.721680
	Iteration 29Q: 3 clusters Score -199100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -199101.093750 Penalty: 2472.721680
	Iteration 30Q: 3 clusters Score -199101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -199101.093750 Penalty: 2472.721680
	Iteration 31F: 3 clusters Score -199101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Mstep: Class 39 contains 1453 members 
Entering Unmasked Estep 
Score: -54943160.000000 Penalty: 83849.054688
Splitting cluster 26 changes total score from -54943976.000000 to -54943160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (22671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Entering Unmasked Estep 
Score: -2321702.000000 Penalty: 1629.686768
	Iteration 0F: 2 clusters Score -2321702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2306416.500000 Penalty: 3259.373535
	Iteration 0F: 3 clusters Score -2306416 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2312138.500000 Penalty: 3259.373535
	Iteration 1F: 3 clusters Score -2312138 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2312792.000000 Penalty: 3259.373535
	Iteration 2F: 3 clusters Score -2312792 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2313533.000000 Penalty: 3259.373535
	Iteration 3F: 3 clusters Score -2313533 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2314503.000000 Penalty: 3259.373535
	Iteration 4F: 3 clusters Score -2314503 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2315581.750000 Penalty: 3259.373535
	Iteration 5F: 3 clusters Score -2315582 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2316559.750000 Penalty: 3259.373535
	Iteration 6F: 3 clusters Score -2316560 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2317310.000000 Penalty: 3259.373535
	Iteration 7F: 3 clusters Score -2317310 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2317739.500000 Penalty: 3259.373535
	Iteration 8Q: 3 clusters Score -2317740 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2318043.750000 Penalty: 3259.373535
	Iteration 9Q: 3 clusters Score -2318044 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2318273.750000 Penalty: 3259.373535
	Iteration 10Q: 3 clusters Score -2318274 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2318483.250000 Penalty: 3259.373535
	Iteration 11Q: 3 clusters Score -2318483 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2318656.000000 Penalty: 3259.373535
	Iteration 12Q: 3 clusters Score -2318656 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2318812.500000 Penalty: 3259.373535
	Iteration 13Q: 3 clusters Score -2318812 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2318965.750000 Penalty: 3259.373535
	Iteration 14Q: 3 clusters Score -2318966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2319134.250000 Penalty: 3259.373535
	Iteration 15Q: 3 clusters Score -2319134 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2319282.000000 Penalty: 3259.373535
	Iteration 16Q: 3 clusters Score -2319282 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2319449.000000 Penalty: 3259.373535
	Iteration 17Q: 3 clusters Score -2319449 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2319597.750000 Penalty: 3259.373535
	Iteration 18Q: 3 clusters Score -2319598 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2319725.250000 Penalty: 3259.373535
	Iteration 19Q: 3 clusters Score -2319725 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2319833.250000 Penalty: 3259.373535
	Iteration 20F: 3 clusters Score -2319833 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2319939.000000 Penalty: 3259.373535
	Iteration 21Q: 3 clusters Score -2319939 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2320009.000000 Penalty: 3259.373535
	Iteration 22Q: 3 clusters Score -2320009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2320063.250000 Penalty: 3259.373535
	Iteration 23Q: 3 clusters Score -2320063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2320109.750000 Penalty: 3259.373535
	Iteration 24Q: 3 clusters Score -2320110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2320151.000000 Penalty: 3259.373535
	Iteration 25Q: 3 clusters Score -2320151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2320178.250000 Penalty: 3259.373535
	Iteration 26Q: 3 clusters Score -2320178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2320199.000000 Penalty: 3259.373535
	Iteration 27Q: 3 clusters Score -2320199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2320210.500000 Penalty: 3259.373535
	Iteration 28Q: 3 clusters Score -2320210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2320231.000000 Penalty: 3259.373535
	Iteration 29Q: 3 clusters Score -2320231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2320243.000000 Penalty: 3259.373535
	Iteration 30Q: 3 clusters Score -2320243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2320259.250000 Penalty: 3259.373535
	Iteration 31Q: 3 clusters Score -2320259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2320273.000000 Penalty: 3259.373535
	Iteration 32Q: 3 clusters Score -2320273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2320285.000000 Penalty: 3259.373535
	Iteration 33Q: 3 clusters Score -2320285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2320295.500000 Penalty: 3259.373535
	Iteration 34Q: 3 clusters Score -2320296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2320301.750000 Penalty: 3259.373535
	Iteration 35Q: 3 clusters Score -2320302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2320312.500000 Penalty: 3259.373535
	Iteration 36Q: 3 clusters Score -2320312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2320329.250000 Penalty: 3259.373535
	Iteration 37Q: 3 clusters Score -2320329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2320334.000000 Penalty: 3259.373535
	Iteration 38Q: 3 clusters Score -2320334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2320347.000000 Penalty: 3259.373535
	Iteration 39Q: 3 clusters Score -2320347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2320365.250000 Penalty: 3259.373535
	Iteration 40F: 3 clusters Score -2320365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2320376.750000 Penalty: 3259.373535
	Iteration 41Q: 3 clusters Score -2320377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2320391.250000 Penalty: 3259.373535
	Iteration 42Q: 3 clusters Score -2320391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2320411.250000 Penalty: 3259.373535
	Iteration 43Q: 3 clusters Score -2320411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2320423.500000 Penalty: 3259.373535
	Iteration 44Q: 3 clusters Score -2320424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2320434.750000 Penalty: 3259.373535
	Iteration 45Q: 3 clusters Score -2320435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2320439.750000 Penalty: 3259.373535
	Iteration 46Q: 3 clusters Score -2320440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2320445.750000 Penalty: 3259.373535
	Iteration 47Q: 3 clusters Score -2320446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2320450.000000 Penalty: 3259.373535
	Iteration 48Q: 3 clusters Score -2320450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2320449.250000 Penalty: 3259.373535
	Iteration 49Q: 3 clusters Score -2320449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2320449.750000 Penalty: 3259.373535
	Iteration 50Q: 3 clusters Score -2320450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2320449.000000 Penalty: 3259.373535
	Iteration 51Q: 3 clusters Score -2320449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2320450.500000 Penalty: 3259.373535
	Iteration 52Q: 3 clusters Score -2320450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2320453.500000 Penalty: 3259.373535
	Iteration 53Q: 3 clusters Score -2320454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2320454.500000 Penalty: 3259.373535
	Iteration 54Q: 3 clusters Score -2320454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2320453.500000 Penalty: 3259.373535
	Iteration 55Q: 3 clusters Score -2320454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2320453.250000 Penalty: 3259.373535
	Iteration 56Q: 3 clusters Score -2320453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2320456.750000 Penalty: 3259.373535
	Iteration 57Q: 3 clusters Score -2320457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2320456.000000 Penalty: 3259.373535
	Iteration 58Q: 3 clusters Score -2320456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2320456.750000 Penalty: 3259.373535
	Iteration 59Q: 3 clusters Score -2320457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2320456.750000 Penalty: 3259.373535
	Iteration 60F: 3 clusters Score -2320457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -528293.062500 Penalty: 1395.038452
	Iteration 0F: 2 clusters Score -528293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -524165.218750 Penalty: 2790.076904
	Iteration 0F: 3 clusters Score -524165.2 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -525411.812500 Penalty: 2790.076904
	Iteration 1F: 3 clusters Score -525411.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -525635.812500 Penalty: 2790.076904
	Iteration 2F: 3 clusters Score -525635.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -525804.875000 Penalty: 2790.076904
	Iteration 3F: 3 clusters Score -525804.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -525924.062500 Penalty: 2790.076904
	Iteration 4Q: 3 clusters Score -525924.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -526035.187500 Penalty: 2790.076904
	Iteration 5Q: 3 clusters Score -526035.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -526147.437500 Penalty: 2790.076904
	Iteration 6Q: 3 clusters Score -526147.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -526271.187500 Penalty: 2790.076904
	Iteration 7Q: 3 clusters Score -526271.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -526385.250000 Penalty: 2790.076904
	Iteration 8Q: 3 clusters Score -526385.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -526486.375000 Penalty: 2790.076904
	Iteration 9Q: 3 clusters Score -526486.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -526568.375000 Penalty: 2790.076904
	Iteration 10Q: 3 clusters Score -526568.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -526649.375000 Penalty: 2790.076904
	Iteration 11Q: 3 clusters Score -526649.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -526739.875000 Penalty: 2790.076904
	Iteration 12Q: 3 clusters Score -526739.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -526811.562500 Penalty: 2790.076904
	Iteration 13Q: 3 clusters Score -526811.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -526869.125000 Penalty: 2790.076904
	Iteration 14Q: 3 clusters Score -526869.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -526922.687500 Penalty: 2790.076904
	Iteration 15Q: 3 clusters Score -526922.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -526970.250000 Penalty: 2790.076904
	Iteration 16Q: 3 clusters Score -526970.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -527002.562500 Penalty: 2790.076904
	Iteration 17Q: 3 clusters Score -527002.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -527025.312500 Penalty: 2790.076904
	Iteration 18Q: 3 clusters Score -527025.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -527046.562500 Penalty: 2790.076904
	Iteration 19Q: 3 clusters Score -527046.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -527069.750000 Penalty: 2790.076904
	Iteration 20F: 3 clusters Score -527069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -527088.937500 Penalty: 2790.076904
	Iteration 21Q: 3 clusters Score -527088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -527103.000000 Penalty: 2790.076904
	Iteration 22Q: 3 clusters Score -527103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -527111.562500 Penalty: 2790.076904
	Iteration 23Q: 3 clusters Score -527111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -527117.562500 Penalty: 2790.076904
	Iteration 24Q: 3 clusters Score -527117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -527120.312500 Penalty: 2790.076904
	Iteration 25Q: 3 clusters Score -527120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -527126.375000 Penalty: 2790.076904
	Iteration 26Q: 3 clusters Score -527126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -527131.312500 Penalty: 2790.076904
	Iteration 27Q: 3 clusters Score -527131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -527137.000000 Penalty: 2790.076904
	Iteration 28Q: 3 clusters Score -527137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -527141.125000 Penalty: 2790.076904
	Iteration 29Q: 3 clusters Score -527141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -527141.375000 Penalty: 2790.076904
	Iteration 30Q: 3 clusters Score -527141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -527142.875000 Penalty: 2790.076904
	Iteration 31Q: 3 clusters Score -527142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -527145.562500 Penalty: 2790.076904
	Iteration 32Q: 3 clusters Score -527145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -527146.875000 Penalty: 2790.076904
	Iteration 33Q: 3 clusters Score -527146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -527149.187500 Penalty: 2790.076904
	Iteration 34Q: 3 clusters Score -527149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -527150.312500 Penalty: 2790.076904
	Iteration 35Q: 3 clusters Score -527150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -527151.375000 Penalty: 2790.076904
	Iteration 36Q: 3 clusters Score -527151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -527151.937500 Penalty: 2790.076904
	Iteration 37Q: 3 clusters Score -527151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -527151.937500 Penalty: 2790.076904
	Iteration 38F: 3 clusters Score -527151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -162688.437500 Penalty: 1207.874756
	Iteration 0F: 2 clusters Score -162688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160792.703125 Penalty: 2415.749512
	Iteration 0F: 3 clusters Score -160792.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -161291.859375 Penalty: 2415.749512
	Iteration 1F: 3 clusters Score -161291.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -161477.921875 Penalty: 2415.749512
	Iteration 2F: 3 clusters Score -161477.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161638.812500 Penalty: 2415.749512
	Iteration 3F: 3 clusters Score -161638.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161775.875000 Penalty: 2415.749512
	Iteration 4F: 3 clusters Score -161775.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -161907.593750 Penalty: 2415.749512
	Iteration 5F: 3 clusters Score -161907.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -162009.734375 Penalty: 2415.749512
	Iteration 6Q: 3 clusters Score -162009.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -162075.296875 Penalty: 2415.749512
	Iteration 7Q: 3 clusters Score -162075.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -162137.218750 Penalty: 2415.749512
	Iteration 8Q: 3 clusters Score -162137.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -162173.265625 Penalty: 2415.749512
	Iteration 9Q: 3 clusters Score -162173.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -162191.109375 Penalty: 2415.749512
	Iteration 10Q: 3 clusters Score -162191.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -162206.734375 Penalty: 2415.749512
	Iteration 11Q: 3 clusters Score -162206.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -162213.828125 Penalty: 2415.749512
	Iteration 12Q: 3 clusters Score -162213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -162216.343750 Penalty: 2415.749512
	Iteration 13Q: 3 clusters Score -162216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -162217.500000 Penalty: 2415.749512
	Iteration 14Q: 3 clusters Score -162217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -162218.062500 Penalty: 2415.749512
	Iteration 15Q: 3 clusters Score -162218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -162218.234375 Penalty: 2415.749512
	Iteration 16Q: 3 clusters Score -162218.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -162218.234375 Penalty: 2415.749512
	Iteration 17F: 3 clusters Score -162218.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -168226.562500 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -168226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166197.890625 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -166197.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -166758.406250 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -166758.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -166921.531250 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -166921.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -167033.203125 Penalty: 2454.135742
	Iteration 3F: 3 clusters Score -167033.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167098.812500 Penalty: 2454.135742
	Iteration 4Q: 3 clusters Score -167098.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -167151.296875 Penalty: 2454.135742
	Iteration 5Q: 3 clusters Score -167151.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -167193.828125 Penalty: 2454.135742
	Iteration 6Q: 3 clusters Score -167193.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -167225.578125 Penalty: 2454.135742
	Iteration 7Q: 3 clusters Score -167225.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -167255.328125 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -167255.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -167274.687500 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -167274.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -167292.031250 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -167292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -167305.906250 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -167305.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -167327.609375 Penalty: 2454.135742
	Iteration 12Q: 3 clusters Score -167327.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -167348.843750 Penalty: 2454.135742
	Iteration 13Q: 3 clusters Score -167348.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -167367.515625 Penalty: 2454.135742
	Iteration 14Q: 3 clusters Score -167367.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -167381.406250 Penalty: 2454.135742
	Iteration 15Q: 3 clusters Score -167381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -167393.078125 Penalty: 2454.135742
	Iteration 16Q: 3 clusters Score -167393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -167398.781250 Penalty: 2454.135742
	Iteration 17Q: 3 clusters Score -167398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -167408.046875 Penalty: 2454.135742
	Iteration 18Q: 3 clusters Score -167408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -167414.562500 Penalty: 2454.135742
	Iteration 19Q: 3 clusters Score -167414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -167420.578125 Penalty: 2454.135742
	Iteration 20F: 3 clusters Score -167420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -167427.890625 Penalty: 2454.135742
	Iteration 21Q: 3 clusters Score -167427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -167437.015625 Penalty: 2454.135742
	Iteration 22Q: 3 clusters Score -167437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -167450.828125 Penalty: 2454.135742
	Iteration 23Q: 3 clusters Score -167450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -167462.375000 Penalty: 2454.135742
	Iteration 24Q: 3 clusters Score -167462.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -167469.218750 Penalty: 2454.135742
	Iteration 25Q: 3 clusters Score -167469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -167476.468750 Penalty: 2454.135742
	Iteration 26Q: 3 clusters Score -167476.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -167481.984375 Penalty: 2454.135742
	Iteration 27Q: 3 clusters Score -167482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -167487.156250 Penalty: 2454.135742
	Iteration 28Q: 3 clusters Score -167487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -167493.609375 Penalty: 2454.135742
	Iteration 29Q: 3 clusters Score -167493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -167495.843750 Penalty: 2454.135742
	Iteration 30Q: 3 clusters Score -167495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -167499.046875 Penalty: 2454.135742
	Iteration 31Q: 3 clusters Score -167499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -167502.859375 Penalty: 2454.135742
	Iteration 32Q: 3 clusters Score -167502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -167504.812500 Penalty: 2454.135742
	Iteration 33Q: 3 clusters Score -167504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -167509.140625 Penalty: 2454.135742
	Iteration 34Q: 3 clusters Score -167509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -167511.281250 Penalty: 2454.135742
	Iteration 35Q: 3 clusters Score -167511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -167513.656250 Penalty: 2454.135742
	Iteration 36Q: 3 clusters Score -167513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -167515.390625 Penalty: 2454.135742
	Iteration 37Q: 3 clusters Score -167515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -167525.234375 Penalty: 2454.135742
	Iteration 38Q: 3 clusters Score -167525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -167527.781250 Penalty: 2454.135742
	Iteration 39Q: 3 clusters Score -167527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -167529.593750 Penalty: 2454.135742
	Iteration 40F: 3 clusters Score -167529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -167530.609375 Penalty: 2454.135742
	Iteration 41Q: 3 clusters Score -167530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -167531.125000 Penalty: 2454.135742
	Iteration 42Q: 3 clusters Score -167531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -167531.453125 Penalty: 2454.135742
	Iteration 43Q: 3 clusters Score -167531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -167531.453125 Penalty: 2454.135742
	Iteration 44F: 3 clusters Score -167531.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -265678.468750 Penalty: 1286.540405
	Iteration 0F: 2 clusters Score -265678.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -263181.000000 Penalty: 2573.080811
	Iteration 0F: 3 clusters Score -263181 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -263976.281250 Penalty: 2573.080811
	Iteration 1F: 3 clusters Score -263976.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -264179.968750 Penalty: 2573.080811
	Iteration 2F: 3 clusters Score -264180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -264329.906250 Penalty: 2573.080811
	Iteration 3F: 3 clusters Score -264329.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -264498.937500 Penalty: 2573.080811
	Iteration 4F: 3 clusters Score -264498.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -264634.062500 Penalty: 2573.080811
	Iteration 5Q: 3 clusters Score -264634.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -264737.937500 Penalty: 2573.080811
	Iteration 6Q: 3 clusters Score -264737.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -264831.437500 Penalty: 2573.080811
	Iteration 7Q: 3 clusters Score -264831.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -264954.343750 Penalty: 2573.080811
	Iteration 8Q: 3 clusters Score -264954.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -265030.468750 Penalty: 2573.080811
	Iteration 9Q: 3 clusters Score -265030.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -265066.125000 Penalty: 2573.080811
	Iteration 10Q: 3 clusters Score -265066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -265107.312500 Penalty: 2573.080811
	Iteration 11Q: 3 clusters Score -265107.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -265144.062500 Penalty: 2573.080811
	Iteration 12Q: 3 clusters Score -265144.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -265176.562500 Penalty: 2573.080811
	Iteration 13Q: 3 clusters Score -265176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -265208.500000 Penalty: 2573.080811
	Iteration 14Q: 3 clusters Score -265208.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -265240.187500 Penalty: 2573.080811
	Iteration 15Q: 3 clusters Score -265240.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -265264.718750 Penalty: 2573.080811
	Iteration 16Q: 3 clusters Score -265264.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -265291.937500 Penalty: 2573.080811
	Iteration 17Q: 3 clusters Score -265291.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -265321.468750 Penalty: 2573.080811
	Iteration 18Q: 3 clusters Score -265321.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -265351.406250 Penalty: 2573.080811
	Iteration 19Q: 3 clusters Score -265351.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -265393.031250 Penalty: 2573.080811
	Iteration 20F: 3 clusters Score -265393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -265423.812500 Penalty: 2573.080811
	Iteration 21Q: 3 clusters Score -265423.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -265444.562500 Penalty: 2573.080811
	Iteration 22Q: 3 clusters Score -265444.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -265467.468750 Penalty: 2573.080811
	Iteration 23Q: 3 clusters Score -265467.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -265482.812500 Penalty: 2573.080811
	Iteration 24Q: 3 clusters Score -265482.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -265497.218750 Penalty: 2573.080811
	Iteration 25Q: 3 clusters Score -265497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -265512.031250 Penalty: 2573.080811
	Iteration 26Q: 3 clusters Score -265512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -265519.750000 Penalty: 2573.080811
	Iteration 27Q: 3 clusters Score -265519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -265523.625000 Penalty: 2573.080811
	Iteration 28Q: 3 clusters Score -265523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -265527.906250 Penalty: 2573.080811
	Iteration 29Q: 3 clusters Score -265527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -265529.843750 Penalty: 2573.080811
	Iteration 30Q: 3 clusters Score -265529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -265531.562500 Penalty: 2573.080811
	Iteration 31Q: 3 clusters Score -265531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -265531.468750 Penalty: 2573.080811
	Iteration 32Q: 3 clusters Score -265531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -265531.937500 Penalty: 2573.080811
	Iteration 33Q: 3 clusters Score -265531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -265531.937500 Penalty: 2573.080811
	Iteration 34F: 3 clusters Score -265531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -484439.812500 Penalty: 1382.049194
	Iteration 0F: 2 clusters Score -484439.8 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 2502 members 
Entering Unmasked Estep 
Score: -480489.250000 Penalty: 2764.098389
	Iteration 0F: 3 clusters Score -480489.2 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -481710.687500 Penalty: 2764.098389
	Iteration 1F: 3 clusters Score -481710.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -481970.562500 Penalty: 2764.098389
	Iteration 2F: 3 clusters Score -481970.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -482199.687500 Penalty: 2764.098389
	Iteration 3F: 3 clusters Score -482199.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -482408.343750 Penalty: 2764.098389
	Iteration 4F: 3 clusters Score -482408.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -482587.125000 Penalty: 2764.098389
	Iteration 5Q: 3 clusters Score -482587.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -482783.625000 Penalty: 2764.098389
	Iteration 6F: 3 clusters Score -482783.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -482986.218750 Penalty: 2764.098389
	Iteration 7Q: 3 clusters Score -482986.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -483204.687500 Penalty: 2764.098389
	Iteration 8Q: 3 clusters Score -483204.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -483390.468750 Penalty: 2764.098389
	Iteration 9Q: 3 clusters Score -483390.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -483562.687500 Penalty: 2764.098389
	Iteration 10Q: 3 clusters Score -483562.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -483692.937500 Penalty: 2764.098389
	Iteration 11Q: 3 clusters Score -483692.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -483782.968750 Penalty: 2764.098389
	Iteration 12Q: 3 clusters Score -483783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -483850.250000 Penalty: 2764.098389
	Iteration 13Q: 3 clusters Score -483850.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -483894.343750 Penalty: 2764.098389
	Iteration 14Q: 3 clusters Score -483894.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -483921.625000 Penalty: 2764.098389
	Iteration 15Q: 3 clusters Score -483921.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -483952.562500 Penalty: 2764.098389
	Iteration 16Q: 3 clusters Score -483952.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -483971.343750 Penalty: 2764.098389
	Iteration 17Q: 3 clusters Score -483971.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -483981.906250 Penalty: 2764.098389
	Iteration 18Q: 3 clusters Score -483981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -483988.843750 Penalty: 2764.098389
	Iteration 19Q: 3 clusters Score -483988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -483997.500000 Penalty: 2764.098389
	Iteration 20F: 3 clusters Score -483997.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -484006.468750 Penalty: 2764.098389
	Iteration 21Q: 3 clusters Score -484006.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -484013.437500 Penalty: 2764.098389
	Iteration 22Q: 3 clusters Score -484013.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -484023.125000 Penalty: 2764.098389
	Iteration 23Q: 3 clusters Score -484023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -484031.000000 Penalty: 2764.098389
	Iteration 24Q: 3 clusters Score -484031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -484035.750000 Penalty: 2764.098389
	Iteration 25Q: 3 clusters Score -484035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -484036.687500 Penalty: 2764.098389
	Iteration 26Q: 3 clusters Score -484036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -484038.375000 Penalty: 2764.098389
	Iteration 27Q: 3 clusters Score -484038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -484038.031250 Penalty: 2764.098389
	Iteration 28Q: 3 clusters Score -484038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -484038.312500 Penalty: 2764.098389
	Iteration 29Q: 3 clusters Score -484038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -484039.156250 Penalty: 2764.098389
	Iteration 30Q: 3 clusters Score -484039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -484040.312500 Penalty: 2764.098389
	Iteration 31Q: 3 clusters Score -484040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -484040.968750 Penalty: 2764.098389
	Iteration 32Q: 3 clusters Score -484041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -484040.875000 Penalty: 2764.098389
	Iteration 33Q: 3 clusters Score -484040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -484041.031250 Penalty: 2764.098389
	Iteration 34Q: 3 clusters Score -484041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -484041.031250 Penalty: 2764.098389
	Iteration 35F: 3 clusters Score -484041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -707570.687500 Penalty: 1437.274902
	Iteration 0F: 2 clusters Score -707570.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -702379.000000 Penalty: 2874.549805
	Iteration 0F: 3 clusters Score -702379 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -704021.062500 Penalty: 2874.549805
	Iteration 1F: 3 clusters Score -704021.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -704346.187500 Penalty: 2874.549805
	Iteration 2F: 3 clusters Score -704346.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -704670.062500 Penalty: 2874.549805
	Iteration 3F: 3 clusters Score -704670.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -705045.375000 Penalty: 2874.549805
	Iteration 4F: 3 clusters Score -705045.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -705459.562500 Penalty: 2874.549805
	Iteration 5F: 3 clusters Score -705459.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -705771.875000 Penalty: 2874.549805
	Iteration 6F: 3 clusters Score -705771.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -706010.937500 Penalty: 2874.549805
	Iteration 7F: 3 clusters Score -706010.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -706179.437500 Penalty: 2874.549805
	Iteration 8Q: 3 clusters Score -706179.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -706326.437500 Penalty: 2874.549805
	Iteration 9Q: 3 clusters Score -706326.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -706461.875000 Penalty: 2874.549805
	Iteration 10Q: 3 clusters Score -706461.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -706611.125000 Penalty: 2874.549805
	Iteration 11Q: 3 clusters Score -706611.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -706758.125000 Penalty: 2874.549805
	Iteration 12Q: 3 clusters Score -706758.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -706856.750000 Penalty: 2874.549805
	Iteration 13Q: 3 clusters Score -706856.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -706939.687500 Penalty: 2874.549805
	Iteration 14Q: 3 clusters Score -706939.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -707016.875000 Penalty: 2874.549805
	Iteration 15Q: 3 clusters Score -707016.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -707079.625000 Penalty: 2874.549805
	Iteration 16Q: 3 clusters Score -707079.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -707145.437500 Penalty: 2874.549805
	Iteration 17Q: 3 clusters Score -707145.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -707191.875000 Penalty: 2874.549805
	Iteration 18Q: 3 clusters Score -707191.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -707217.937500 Penalty: 2874.549805
	Iteration 19Q: 3 clusters Score -707217.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -707240.062500 Penalty: 2874.549805
	Iteration 20F: 3 clusters Score -707240.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -707261.250000 Penalty: 2874.549805
	Iteration 21Q: 3 clusters Score -707261.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -707276.562500 Penalty: 2874.549805
	Iteration 22Q: 3 clusters Score -707276.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -707288.437500 Penalty: 2874.549805
	Iteration 23Q: 3 clusters Score -707288.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -707295.062500 Penalty: 2874.549805
	Iteration 24Q: 3 clusters Score -707295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -707300.062500 Penalty: 2874.549805
	Iteration 25Q: 3 clusters Score -707300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -707305.250000 Penalty: 2874.549805
	Iteration 26Q: 3 clusters Score -707305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -707310.375000 Penalty: 2874.549805
	Iteration 27Q: 3 clusters Score -707310.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -707315.312500 Penalty: 2874.549805
	Iteration 28Q: 3 clusters Score -707315.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -707320.562500 Penalty: 2874.549805
	Iteration 29Q: 3 clusters Score -707320.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -707324.812500 Penalty: 2874.549805
	Iteration 30Q: 3 clusters Score -707324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -707326.312500 Penalty: 2874.549805
	Iteration 31Q: 3 clusters Score -707326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -707330.437500 Penalty: 2874.549805
	Iteration 32Q: 3 clusters Score -707330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -707330.625000 Penalty: 2874.549805
	Iteration 33Q: 3 clusters Score -707330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -707330.812500 Penalty: 2874.549805
	Iteration 34Q: 3 clusters Score -707330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -707331.125000 Penalty: 2874.549805
	Iteration 35Q: 3 clusters Score -707331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -707330.625000 Penalty: 2874.549805
	Iteration 36Q: 3 clusters Score -707330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -707332.375000 Penalty: 2874.549805
	Iteration 37Q: 3 clusters Score -707332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -707330.500000 Penalty: 2874.549805
	Iteration 38Q: 3 clusters Score -707330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -707330.625000 Penalty: 2874.549805
	Iteration 39Q: 3 clusters Score -707330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -707331.875000 Penalty: 2874.549805
	Iteration 40F: 3 clusters Score -707331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -707332.687500 Penalty: 2874.549805
	Iteration 41Q: 3 clusters Score -707332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -707333.312500 Penalty: 2874.549805
	Iteration 42Q: 3 clusters Score -707333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -707333.312500 Penalty: 2874.549805
	Iteration 43F: 3 clusters Score -707333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -269490.937500 Penalty: 1285.709229
	Iteration 0F: 2 clusters Score -269490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -266945.500000 Penalty: 2571.418457
	Iteration 0F: 3 clusters Score -266945.5 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -267533.781250 Penalty: 2571.418457
	Iteration 1F: 3 clusters Score -267533.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -267641.312500 Penalty: 2571.418457
	Iteration 2F: 3 clusters Score -267641.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -267720.343750 Penalty: 2571.418457
	Iteration 3Q: 3 clusters Score -267720.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -267773.250000 Penalty: 2571.418457
	Iteration 4Q: 3 clusters Score -267773.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -267813.687500 Penalty: 2571.418457
	Iteration 5Q: 3 clusters Score -267813.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -267845.562500 Penalty: 2571.418457
	Iteration 6Q: 3 clusters Score -267845.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -267876.218750 Penalty: 2571.418457
	Iteration 7Q: 3 clusters Score -267876.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -267913.687500 Penalty: 2571.418457
	Iteration 8Q: 3 clusters Score -267913.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -267946.531250 Penalty: 2571.418457
	Iteration 9Q: 3 clusters Score -267946.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -267976.281250 Penalty: 2571.418457
	Iteration 10Q: 3 clusters Score -267976.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267997.968750 Penalty: 2571.418457
	Iteration 11Q: 3 clusters Score -267998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268014.812500 Penalty: 2571.418457
	Iteration 12Q: 3 clusters Score -268014.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -268033.125000 Penalty: 2571.418457
	Iteration 13Q: 3 clusters Score -268033.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -268054.687500 Penalty: 2571.418457
	Iteration 14Q: 3 clusters Score -268054.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -268070.906250 Penalty: 2571.418457
	Iteration 15Q: 3 clusters Score -268070.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268084.625000 Penalty: 2571.418457
	Iteration 16Q: 3 clusters Score -268084.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268096.906250 Penalty: 2571.418457
	Iteration 17Q: 3 clusters Score -268096.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -268110.531250 Penalty: 2571.418457
	Iteration 18Q: 3 clusters Score -268110.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -268122.656250 Penalty: 2571.418457
	Iteration 19Q: 3 clusters Score -268122.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -268133.187500 Penalty: 2571.418457
	Iteration 20F: 3 clusters Score -268133.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -268143.531250 Penalty: 2571.418457
	Iteration 21Q: 3 clusters Score -268143.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -268154.500000 Penalty: 2571.418457
	Iteration 22Q: 3 clusters Score -268154.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -268166.312500 Penalty: 2571.418457
	Iteration 23Q: 3 clusters Score -268166.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268175.562500 Penalty: 2571.418457
	Iteration 24Q: 3 clusters Score -268175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -268183.375000 Penalty: 2571.418457
	Iteration 25Q: 3 clusters Score -268183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -268186.500000 Penalty: 2571.418457
	Iteration 26Q: 3 clusters Score -268186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -268190.562500 Penalty: 2571.418457
	Iteration 27Q: 3 clusters Score -268190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -268195.968750 Penalty: 2571.418457
	Iteration 28Q: 3 clusters Score -268196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -268204.875000 Penalty: 2571.418457
	Iteration 29Q: 3 clusters Score -268204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -268212.656250 Penalty: 2571.418457
	Iteration 30Q: 3 clusters Score -268212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -268215.968750 Penalty: 2571.418457
	Iteration 31Q: 3 clusters Score -268216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -268220.031250 Penalty: 2571.418457
	Iteration 32Q: 3 clusters Score -268220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -268222.875000 Penalty: 2571.418457
	Iteration 33Q: 3 clusters Score -268222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -268226.375000 Penalty: 2571.418457
	Iteration 34Q: 3 clusters Score -268226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -268228.718750 Penalty: 2571.418457
	Iteration 35Q: 3 clusters Score -268228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -268231.312500 Penalty: 2571.418457
	Iteration 36Q: 3 clusters Score -268231.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -268233.187500 Penalty: 2571.418457
	Iteration 37Q: 3 clusters Score -268233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -268236.718750 Penalty: 2571.418457
	Iteration 38Q: 3 clusters Score -268236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -268239.718750 Penalty: 2571.418457
	Iteration 39Q: 3 clusters Score -268239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -268241.906250 Penalty: 2571.418457
	Iteration 40F: 3 clusters Score -268241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -268245.312500 Penalty: 2571.418457
	Iteration 41Q: 3 clusters Score -268245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -268251.750000 Penalty: 2571.418457
	Iteration 42Q: 3 clusters Score -268251.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -268259.906250 Penalty: 2571.418457
	Iteration 43Q: 3 clusters Score -268259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -268264.781250 Penalty: 2571.418457
	Iteration 44Q: 3 clusters Score -268264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -268269.250000 Penalty: 2571.418457
	Iteration 45Q: 3 clusters Score -268269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -268272.437500 Penalty: 2571.418457
	Iteration 46Q: 3 clusters Score -268272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -268275.250000 Penalty: 2571.418457
	Iteration 47Q: 3 clusters Score -268275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -268279.093750 Penalty: 2571.418457
	Iteration 48Q: 3 clusters Score -268279.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -268284.750000 Penalty: 2571.418457
	Iteration 49Q: 3 clusters Score -268284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -268289.687500 Penalty: 2571.418457
	Iteration 50Q: 3 clusters Score -268289.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -268297.437500 Penalty: 2571.418457
	Iteration 51Q: 3 clusters Score -268297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -268303.437500 Penalty: 2571.418457
	Iteration 52Q: 3 clusters Score -268303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -268309.031250 Penalty: 2571.418457
	Iteration 53Q: 3 clusters Score -268309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -268314.031250 Penalty: 2571.418457
	Iteration 54Q: 3 clusters Score -268314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -268320.375000 Penalty: 2571.418457
	Iteration 55Q: 3 clusters Score -268320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -268327.281250 Penalty: 2571.418457
	Iteration 56Q: 3 clusters Score -268327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -268332.375000 Penalty: 2571.418457
	Iteration 57Q: 3 clusters Score -268332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -268338.375000 Penalty: 2571.418457
	Iteration 58Q: 3 clusters Score -268338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -268341.562500 Penalty: 2571.418457
	Iteration 59Q: 3 clusters Score -268341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -268344.406250 Penalty: 2571.418457
	Iteration 60F: 3 clusters Score -268344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -268345.218750 Penalty: 2571.418457
	Iteration 61Q: 3 clusters Score -268345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -268346.531250 Penalty: 2571.418457
	Iteration 62Q: 3 clusters Score -268346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -268350.031250 Penalty: 2571.418457
	Iteration 63Q: 3 clusters Score -268350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -268354.906250 Penalty: 2571.418457
	Iteration 64Q: 3 clusters Score -268354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -268359.375000 Penalty: 2571.418457
	Iteration 65Q: 3 clusters Score -268359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -268364.125000 Penalty: 2571.418457
	Iteration 66Q: 3 clusters Score -268364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -268365.343750 Penalty: 2571.418457
	Iteration 67Q: 3 clusters Score -268365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -268367.125000 Penalty: 2571.418457
	Iteration 68Q: 3 clusters Score -268367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -268369.687500 Penalty: 2571.418457
	Iteration 69Q: 3 clusters Score -268369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -268372.437500 Penalty: 2571.418457
	Iteration 70Q: 3 clusters Score -268372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -268376.812500 Penalty: 2571.418457
	Iteration 71Q: 3 clusters Score -268376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -268379.406250 Penalty: 2571.418457
	Iteration 72Q: 3 clusters Score -268379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -268383.625000 Penalty: 2571.418457
	Iteration 73Q: 3 clusters Score -268383.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -268386.156250 Penalty: 2571.418457
	Iteration 74Q: 3 clusters Score -268386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -268387.937500 Penalty: 2571.418457
	Iteration 75Q: 3 clusters Score -268387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -268388.843750 Penalty: 2571.418457
	Iteration 76Q: 3 clusters Score -268388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -268388.718750 Penalty: 2571.418457
	Iteration 77Q: 3 clusters Score -268388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -268388.718750 Penalty: 2571.418457
	Iteration 78F: 3 clusters Score -268388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Entering Unmasked Estep 
Score: -1149287.875000 Penalty: 1516.353516
	Iteration 0F: 2 clusters Score -1149288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1141301.125000 Penalty: 3032.707031
	Iteration 0F: 3 clusters Score -1141301 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1143978.625000 Penalty: 3032.707031
	Iteration 1F: 3 clusters Score -1143979 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1144352.750000 Penalty: 3032.707031
	Iteration 2F: 3 clusters Score -1144353 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1144815.875000 Penalty: 3032.707031
	Iteration 3F: 3 clusters Score -1144816 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1145371.375000 Penalty: 3032.707031
	Iteration 4F: 3 clusters Score -1145371 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1145899.250000 Penalty: 3032.707031
	Iteration 5F: 3 clusters Score -1145899 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1146332.500000 Penalty: 3032.707031
	Iteration 6F: 3 clusters Score -1146332 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1146633.250000 Penalty: 3032.707031
	Iteration 7Q: 3 clusters Score -1146633 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1146834.250000 Penalty: 3032.707031
	Iteration 8Q: 3 clusters Score -1146834 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1146986.250000 Penalty: 3032.707031
	Iteration 9Q: 3 clusters Score -1146986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1147118.375000 Penalty: 3032.707031
	Iteration 10Q: 3 clusters Score -1147118 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1147223.375000 Penalty: 3032.707031
	Iteration 11Q: 3 clusters Score -1147223 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1147293.000000 Penalty: 3032.707031
	Iteration 12Q: 3 clusters Score -1147293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1147355.750000 Penalty: 3032.707031
	Iteration 13Q: 3 clusters Score -1147356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1147421.375000 Penalty: 3032.707031
	Iteration 14Q: 3 clusters Score -1147421 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1147479.250000 Penalty: 3032.707031
	Iteration 15Q: 3 clusters Score -1147479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1147527.000000 Penalty: 3032.707031
	Iteration 16Q: 3 clusters Score -1147527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1147564.875000 Penalty: 3032.707031
	Iteration 17Q: 3 clusters Score -1147565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1147601.750000 Penalty: 3032.707031
	Iteration 18Q: 3 clusters Score -1147602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1147630.500000 Penalty: 3032.707031
	Iteration 19Q: 3 clusters Score -1147630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1147672.375000 Penalty: 3032.707031
	Iteration 20F: 3 clusters Score -1147672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1147695.625000 Penalty: 3032.707031
	Iteration 21Q: 3 clusters Score -1147696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1147723.000000 Penalty: 3032.707031
	Iteration 22Q: 3 clusters Score -1147723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1147739.250000 Penalty: 3032.707031
	Iteration 23Q: 3 clusters Score -1147739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1147752.750000 Penalty: 3032.707031
	Iteration 24Q: 3 clusters Score -1147753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1147759.000000 Penalty: 3032.707031
	Iteration 25Q: 3 clusters Score -1147759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1147772.000000 Penalty: 3032.707031
	Iteration 26Q: 3 clusters Score -1147772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1147776.000000 Penalty: 3032.707031
	Iteration 27Q: 3 clusters Score -1147776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1147784.250000 Penalty: 3032.707031
	Iteration 28Q: 3 clusters Score -1147784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1147791.875000 Penalty: 3032.707031
	Iteration 29Q: 3 clusters Score -1147792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1147797.250000 Penalty: 3032.707031
	Iteration 30Q: 3 clusters Score -1147797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1147798.250000 Penalty: 3032.707031
	Iteration 31Q: 3 clusters Score -1147798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1147801.875000 Penalty: 3032.707031
	Iteration 32Q: 3 clusters Score -1147802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1147805.000000 Penalty: 3032.707031
	Iteration 33Q: 3 clusters Score -1147805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1147808.750000 Penalty: 3032.707031
	Iteration 34Q: 3 clusters Score -1147809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1147811.875000 Penalty: 3032.707031
	Iteration 35Q: 3 clusters Score -1147812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1147811.625000 Penalty: 3032.707031
	Iteration 36Q: 3 clusters Score -1147812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1147815.750000 Penalty: 3032.707031
	Iteration 37Q: 3 clusters Score -1147816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1147823.125000 Penalty: 3032.707031
	Iteration 38Q: 3 clusters Score -1147823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1147825.125000 Penalty: 3032.707031
	Iteration 39Q: 3 clusters Score -1147825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1147828.250000 Penalty: 3032.707031
	Iteration 40F: 3 clusters Score -1147828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1147829.000000 Penalty: 3032.707031
	Iteration 41Q: 3 clusters Score -1147829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1147827.875000 Penalty: 3032.707031
	Iteration 42Q: 3 clusters Score -1147828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1147829.875000 Penalty: 3032.707031
	Iteration 43Q: 3 clusters Score -1147830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1147832.125000 Penalty: 3032.707031
	Iteration 44Q: 3 clusters Score -1147832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1147833.625000 Penalty: 3032.707031
	Iteration 45Q: 3 clusters Score -1147834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1147832.125000 Penalty: 3032.707031
	Iteration 46Q: 3 clusters Score -1147832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1147831.875000 Penalty: 3032.707031
	Iteration 47Q: 3 clusters Score -1147832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1147832.375000 Penalty: 3032.707031
	Iteration 48Q: 3 clusters Score -1147832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1147830.750000 Penalty: 3032.707031
	Iteration 49Q: 3 clusters Score -1147831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1147835.375000 Penalty: 3032.707031
	Iteration 50Q: 3 clusters Score -1147835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1147834.875000 Penalty: 3032.707031
	Iteration 51Q: 3 clusters Score -1147835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1147836.125000 Penalty: 3032.707031
	Iteration 52Q: 3 clusters Score -1147836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1147837.875000 Penalty: 3032.707031
	Iteration 53Q: 3 clusters Score -1147838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1147838.125000 Penalty: 3032.707031
	Iteration 54Q: 3 clusters Score -1147838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1147837.625000 Penalty: 3032.707031
	Iteration 55Q: 3 clusters Score -1147838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1147839.625000 Penalty: 3032.707031
	Iteration 56Q: 3 clusters Score -1147840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1147841.500000 Penalty: 3032.707031
	Iteration 57Q: 3 clusters Score -1147842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1147844.000000 Penalty: 3032.707031
	Iteration 58Q: 3 clusters Score -1147844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1147849.375000 Penalty: 3032.707031
	Iteration 59Q: 3 clusters Score -1147849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1147852.875000 Penalty: 3032.707031
	Iteration 60F: 3 clusters Score -1147853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1147856.125000 Penalty: 3032.707031
	Iteration 61Q: 3 clusters Score -1147856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1147859.875000 Penalty: 3032.707031
	Iteration 62Q: 3 clusters Score -1147860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1147863.000000 Penalty: 3032.707031
	Iteration 63Q: 3 clusters Score -1147863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1147863.250000 Penalty: 3032.707031
	Iteration 64Q: 3 clusters Score -1147863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1147865.625000 Penalty: 3032.707031
	Iteration 65Q: 3 clusters Score -1147866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1147869.250000 Penalty: 3032.707031
	Iteration 66Q: 3 clusters Score -1147869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1147871.375000 Penalty: 3032.707031
	Iteration 67Q: 3 clusters Score -1147871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1147873.000000 Penalty: 3032.707031
	Iteration 68Q: 3 clusters Score -1147873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1147872.375000 Penalty: 3032.707031
	Iteration 69Q: 3 clusters Score -1147872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1147871.500000 Penalty: 3032.707031
	Iteration 70Q: 3 clusters Score -1147872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1147870.250000 Penalty: 3032.707031
	Iteration 71Q: 3 clusters Score -1147870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1147870.250000 Penalty: 3032.707031
	Iteration 72F: 3 clusters Score -1147870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -96468.781250 Penalty: 1145.926514
	Iteration 0F: 2 clusters Score -96468.78 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 567 members 
Entering Unmasked Estep 
Score: -95038.390625 Penalty: 2291.853027
	Iteration 0F: 3 clusters Score -95038.39 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -95529.531250 Penalty: 2291.853027
	Iteration 1F: 3 clusters Score -95529.53 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -95878.125000 Penalty: 2291.853027
	Iteration 2F: 3 clusters Score -95878.12 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -96242.101562 Penalty: 2291.853027
	Iteration 3F: 3 clusters Score -96242.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -96449.367188 Penalty: 2291.853027
	Iteration 4F: 3 clusters Score -96449.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -96554.929688 Penalty: 2291.853027
	Iteration 5F: 3 clusters Score -96554.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -96612.593750 Penalty: 2291.853027
	Iteration 6Q: 3 clusters Score -96612.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -96649.218750 Penalty: 2291.853027
	Iteration 7Q: 3 clusters Score -96649.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -96695.804688 Penalty: 2291.853027
	Iteration 8Q: 3 clusters Score -96695.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -96736.242188 Penalty: 2291.853027
	Iteration 9Q: 3 clusters Score -96736.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -96751.234375 Penalty: 2291.853027
	Iteration 10Q: 3 clusters Score -96751.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96757.023438 Penalty: 2291.853027
	Iteration 11Q: 3 clusters Score -96757.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -96767.281250 Penalty: 2291.853027
	Iteration 12Q: 3 clusters Score -96767.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -96775.804688 Penalty: 2291.853027
	Iteration 13Q: 3 clusters Score -96775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -96784.835938 Penalty: 2291.853027
	Iteration 14Q: 3 clusters Score -96784.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -96806.015625 Penalty: 2291.853027
	Iteration 15Q: 3 clusters Score -96806.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -96820.335938 Penalty: 2291.853027
	Iteration 16Q: 3 clusters Score -96820.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -96832.476562 Penalty: 2291.853027
	Iteration 17Q: 3 clusters Score -96832.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -96863.328125 Penalty: 2291.853027
	Iteration 18Q: 3 clusters Score -96863.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -96874.585938 Penalty: 2291.853027
	Iteration 19Q: 3 clusters Score -96874.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -96883.898438 Penalty: 2291.853027
	Iteration 20F: 3 clusters Score -96883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -96900.070312 Penalty: 2291.853027
	Iteration 21Q: 3 clusters Score -96900.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -96907.875000 Penalty: 2291.853027
	Iteration 22Q: 3 clusters Score -96907.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -96907.875000 Penalty: 2291.853027
	Iteration 23F: 3 clusters Score -96907.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 13191 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 74326 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 111086 members 
Mstep: Class 15 contains 40497 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28262 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 7238 members 
Mstep: Class 24 contains 7728 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 22671 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 2730 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 1976 members 
Mstep: Class 39 contains 936 members 
Entering Unmasked Estep 
Score: -54943432.000000 Penalty: 83849.054688
Splitting cluster 36 changes total score from -54943976.000000 to -54943432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -208673.406250 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -208673.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -206461.484375 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -206461.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -206924.593750 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -206924.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -207049.328125 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -207049.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -207175.921875 Penalty: 2496.057129
	Iteration 3F: 3 clusters Score -207175.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -207335.984375 Penalty: 2496.057129
	Iteration 4F: 3 clusters Score -207336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -207531.531250 Penalty: 2496.057129
	Iteration 5F: 3 clusters Score -207531.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -207712.093750 Penalty: 2496.057129
	Iteration 6F: 3 clusters Score -207712.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -207840.687500 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -207840.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -207966.515625 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -207966.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -208088.812500 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -208088.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -208192.078125 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -208192.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -208264.234375 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -208264.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -208306.984375 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -208307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -208336.703125 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -208336.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -208354.734375 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -208354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -208363.515625 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -208363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -208367.906250 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -208367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -208370.671875 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -208370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208372.218750 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -208372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -208372.218750 Penalty: 2496.057129
	Iteration 19F: 3 clusters Score -208372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -198453.812500 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -198453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -196359.343750 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -196359.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -196834.015625 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -196834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196955.937500 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -196955.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197045.093750 Penalty: 2466.369629
	Iteration 3F: 3 clusters Score -197045.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -197098.015625 Penalty: 2466.369629
	Iteration 4Q: 3 clusters Score -197098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197137.531250 Penalty: 2466.369629
	Iteration 5Q: 3 clusters Score -197137.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -197170.953125 Penalty: 2466.369629
	Iteration 6Q: 3 clusters Score -197171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -197199.265625 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -197199.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197233.796875 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -197233.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197266.031250 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -197266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -197294.093750 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -197294.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -197313.796875 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -197313.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -197330.500000 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -197330.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -197342.640625 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -197342.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -197353.218750 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -197353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -197368.406250 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -197368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -197379.593750 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -197379.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -197389.953125 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -197390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197395.718750 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -197395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197397.796875 Penalty: 2466.369629
	Iteration 19Q: 3 clusters Score -197397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -197400.640625 Penalty: 2466.369629
	Iteration 20F: 3 clusters Score -197400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197401.406250 Penalty: 2466.369629
	Iteration 21Q: 3 clusters Score -197401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -197402.453125 Penalty: 2466.369629
	Iteration 22Q: 3 clusters Score -197402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -197402.453125 Penalty: 2466.369629
	Iteration 23F: 3 clusters Score -197402.5 nChanged 0
--- Evaluating fit on full set of 1671503 points ---
Entering Unmasked Estep 
Score: -164767280.000000 Penalty: 88483.023438
20->39 Clusters: Score -164767280.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 557167 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 27719 members 
Mstep: Class 3 contains 27945 members 
Mstep: Class 4 contains 27895 members 
Mstep: Class 5 contains 27853 members 
Mstep: Class 6 contains 27711 members 
Mstep: Class 7 contains 28020 members 
Mstep: Class 8 contains 27511 members 
Mstep: Class 9 contains 28100 members 
Mstep: Class 10 contains 28034 members 
Mstep: Class 11 contains 28062 members 
Mstep: Class 12 contains 27965 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 27743 members 
Mstep: Class 15 contains 27617 members 
Mstep: Class 16 contains 28052 members 
Mstep: Class 17 contains 27794 members 
Mstep: Class 18 contains 27631 members 
Mstep: Class 19 contains 28045 members 
Mstep: Class 20 contains 27659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 791.333679 but Gain 2149.976562
Score: -51143696.000000 Penalty: 40849.539062
Iteration 0F: 20 clusters Score -5.11437e+07 nChanged 525202
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 14916 members 
Mstep: Class 3 contains 27425 members 
Mstep: Class 4 contains 21877 members 
Mstep: Class 5 contains 17278 members 
Mstep: Class 6 contains 48879 members 
Mstep: Class 7 contains 23728 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 43649 members 
Mstep: Class 10 contains 35646 members 
Mstep: Class 11 contains 34359 members 
Mstep: Class 12 contains 31522 members 
Mstep: Class 13 contains 28546 members 
Mstep: Class 14 contains 33398 members 
Mstep: Class 16 contains 33880 members 
Mstep: Class 17 contains 26859 members 
Mstep: Class 18 contains 30935 members 
Mstep: Class 19 contains 24423 members 
Mstep: Class 20 contains 36878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53206580.000000 Penalty: 40849.539062
Iteration 1F: 20 clusters Score -5.320658e+07 nChanged 228036
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 16183 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 16696 members 
Mstep: Class 6 contains 46961 members 
Mstep: Class 7 contains 18044 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 58865 members 
Mstep: Class 10 contains 59403 members 
Mstep: Class 11 contains 29571 members 
Mstep: Class 12 contains 24792 members 
Mstep: Class 13 contains 22040 members 
Mstep: Class 14 contains 30642 members 
Mstep: Class 16 contains 27651 members 
Mstep: Class 17 contains 17444 members 
Mstep: Class 18 contains 37472 members 
Mstep: Class 19 contains 25437 members 
Mstep: Class 20 contains 56697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53895480.000000 Penalty: 40849.539062
Iteration 2F: 20 clusters Score -5.389548e+07 nChanged 163638
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 10272 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 17300 members 
Mstep: Class 6 contains 48188 members 
Mstep: Class 7 contains 15460 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 73531 members 
Mstep: Class 10 contains 74302 members 
Mstep: Class 11 contains 27863 members 
Mstep: Class 12 contains 22819 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 31491 members 
Mstep: Class 16 contains 24277 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 22306 members 
Mstep: Class 19 contains 29736 members 
Mstep: Class 20 contains 77247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54248828.000000 Penalty: 40849.539062
Iteration 3F: 20 clusters Score -5.424883e+07 nChanged 114956
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 9970 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 5820 members 
Mstep: Class 5 contains 17466 members 
Mstep: Class 6 contains 48200 members 
Mstep: Class 7 contains 13044 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 85727 members 
Mstep: Class 10 contains 79650 members 
Mstep: Class 11 contains 22222 members 
Mstep: Class 12 contains 21861 members 
Mstep: Class 13 contains 14579 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 8329 members 
Mstep: Class 18 contains 10229 members 
Mstep: Class 19 contains 31938 members 
Mstep: Class 20 contains 93916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54470172.000000 Penalty: 40849.539062
Iteration 4F: 20 clusters Score -5.447017e+07 nChanged 83668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 18232 members 
Mstep: Class 6 contains 47020 members 
Mstep: Class 7 contains 12272 members 
Mstep: Class 8 contains 7572 members 
Mstep: Class 9 contains 94699 members 
Mstep: Class 10 contains 80803 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 20851 members 
Mstep: Class 13 contains 12953 members 
Mstep: Class 14 contains 33471 members 
Mstep: Class 16 contains 19902 members 
Mstep: Class 17 contains 7331 members 
Mstep: Class 18 contains 5153 members 
Mstep: Class 19 contains 31928 members 
Mstep: Class 20 contains 104593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54603780.000000 Penalty: 40849.539062
Iteration 5F: 20 clusters Score -5.460378e+07 nChanged 63269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 13142 members 
Mstep: Class 3 contains 5811 members 
Mstep: Class 4 contains 3096 members 
Mstep: Class 5 contains 20038 members 
Mstep: Class 6 contains 44798 members 
Mstep: Class 7 contains 12078 members 
Mstep: Class 8 contains 7855 members 
Mstep: Class 9 contains 101989 members 
Mstep: Class 10 contains 80711 members 
Mstep: Class 11 contains 7523 members 
Mstep: Class 12 contains 20291 members 
Mstep: Class 13 contains 11598 members 
Mstep: Class 14 contains 35169 members 
Mstep: Class 16 contains 18086 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 30519 members 
Mstep: Class 20 contains 110423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2060.769531 but Gain 2149.972656
Score: -54698764.000000 Penalty: 38699.566406
Iteration 6F: 19 clusters Score -5.469876e+07 nChanged 46768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 2825 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 42137 members 
Mstep: Class 7 contains 11891 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 106747 members 
Mstep: Class 10 contains 80362 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 10343 members 
Mstep: Class 14 contains 36591 members 
Mstep: Class 16 contains 17226 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 19 contains 28977 members 
Mstep: Class 20 contains 113624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1119.318237 but Gain 2149.976562
Score: -54752084.000000 Penalty: 36549.589844
Iteration 7F: 18 clusters Score -5.475208e+07 nChanged 31089
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 13954 members 
Mstep: Class 3 contains 5736 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 19749 members 
Mstep: Class 6 contains 40141 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 8036 members 
Mstep: Class 9 contains 108046 members 
Mstep: Class 10 contains 79738 members 
Mstep: Class 12 contains 22490 members 
Mstep: Class 13 contains 9402 members 
Mstep: Class 14 contains 36822 members 
Mstep: Class 16 contains 17480 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 19 contains 27929 members 
Mstep: Class 20 contains 115918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54777156.000000 Penalty: 36549.589844
Iteration 8F: 18 clusters Score -5.477716e+07 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 19255 members 
Mstep: Class 6 contains 38655 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 7998 members 
Mstep: Class 9 contains 108152 members 
Mstep: Class 10 contains 79073 members 
Mstep: Class 12 contains 23209 members 
Mstep: Class 13 contains 8727 members 
Mstep: Class 14 contains 36331 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 17 contains 7644 members 
Mstep: Class 19 contains 27255 members 
Mstep: Class 20 contains 116365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54788624.000000 Penalty: 36549.589844
Iteration 9Q: 18 clusters Score -5.478862e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 14123 members 
Mstep: Class 3 contains 5645 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 18915 members 
Mstep: Class 6 contains 37553 members 
Mstep: Class 7 contains 11365 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 108158 members 
Mstep: Class 10 contains 78523 members 
Mstep: Class 12 contains 23840 members 
Mstep: Class 13 contains 8223 members 
Mstep: Class 14 contains 35578 members 
Mstep: Class 16 contains 18697 members 
Mstep: Class 17 contains 8411 members 
Mstep: Class 19 contains 26736 members 
Mstep: Class 20 contains 116504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54796892.000000 Penalty: 36549.589844
Iteration 10Q: 18 clusters Score -5.479689e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 14217 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 18660 members 
Mstep: Class 6 contains 36624 members 
Mstep: Class 7 contains 11279 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 108148 members 
Mstep: Class 10 contains 78121 members 
Mstep: Class 12 contains 24517 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 34596 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 17 contains 9282 members 
Mstep: Class 19 contains 26270 members 
Mstep: Class 20 contains 116444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54803888.000000 Penalty: 36549.589844
Iteration 11Q: 18 clusters Score -5.480389e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 18514 members 
Mstep: Class 6 contains 35865 members 
Mstep: Class 7 contains 11237 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 108149 members 
Mstep: Class 10 contains 77817 members 
Mstep: Class 12 contains 25116 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 33422 members 
Mstep: Class 16 contains 19053 members 
Mstep: Class 17 contains 10220 members 
Mstep: Class 19 contains 25890 members 
Mstep: Class 20 contains 116335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54809876.000000 Penalty: 36549.589844
Iteration 12Q: 18 clusters Score -5.480988e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 5285 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 18391 members 
Mstep: Class 6 contains 35308 members 
Mstep: Class 7 contains 11211 members 
Mstep: Class 8 contains 8367 members 
Mstep: Class 9 contains 108197 members 
Mstep: Class 10 contains 77591 members 
Mstep: Class 12 contains 25683 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 32122 members 
Mstep: Class 16 contains 19121 members 
Mstep: Class 17 contains 11182 members 
Mstep: Class 19 contains 25612 members 
Mstep: Class 20 contains 116149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54814708.000000 Penalty: 36549.589844
Iteration 13Q: 18 clusters Score -5.481471e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 14206 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 18223 members 
Mstep: Class 6 contains 34832 members 
Mstep: Class 7 contains 11136 members 
Mstep: Class 8 contains 8487 members 
Mstep: Class 9 contains 108224 members 
Mstep: Class 10 contains 77425 members 
Mstep: Class 12 contains 26259 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 30827 members 
Mstep: Class 16 contains 19137 members 
Mstep: Class 17 contains 12084 members 
Mstep: Class 19 contains 25443 members 
Mstep: Class 20 contains 116056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54818048.000000 Penalty: 36549.589844
Iteration 14Q: 18 clusters Score -5.481805e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 14182 members 
Mstep: Class 3 contains 4982 members 
Mstep: Class 4 contains 2883 members 
Mstep: Class 5 contains 18059 members 
Mstep: Class 6 contains 34387 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 8622 members 
Mstep: Class 9 contains 108221 members 
Mstep: Class 10 contains 77309 members 
Mstep: Class 12 contains 26741 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 29722 members 
Mstep: Class 16 contains 19073 members 
Mstep: Class 17 contains 12798 members 
Mstep: Class 19 contains 25351 members 
Mstep: Class 20 contains 115989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54820948.000000 Penalty: 36549.589844
Iteration 15Q: 18 clusters Score -5.482095e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 14127 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 17911 members 
Mstep: Class 6 contains 34033 members 
Mstep: Class 7 contains 11105 members 
Mstep: Class 8 contains 8730 members 
Mstep: Class 9 contains 108166 members 
Mstep: Class 10 contains 77212 members 
Mstep: Class 12 contains 27173 members 
Mstep: Class 13 contains 6155 members 
Mstep: Class 14 contains 28745 members 
Mstep: Class 16 contains 19037 members 
Mstep: Class 17 contains 13342 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 116024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54822812.000000 Penalty: 36549.589844
Iteration 16Q: 18 clusters Score -5.482281e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 4713 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 17794 members 
Mstep: Class 6 contains 33748 members 
Mstep: Class 7 contains 11123 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 108096 members 
Mstep: Class 10 contains 77126 members 
Mstep: Class 12 contains 27607 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 27891 members 
Mstep: Class 16 contains 18976 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 19 contains 25205 members 
Mstep: Class 20 contains 116089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54824516.000000 Penalty: 36549.589844
Iteration 17Q: 18 clusters Score -5.482452e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 13965 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 17649 members 
Mstep: Class 6 contains 33502 members 
Mstep: Class 7 contains 11145 members 
Mstep: Class 8 contains 8870 members 
Mstep: Class 9 contains 108033 members 
Mstep: Class 10 contains 77077 members 
Mstep: Class 12 contains 27987 members 
Mstep: Class 13 contains 5803 members 
Mstep: Class 14 contains 27140 members 
Mstep: Class 16 contains 18895 members 
Mstep: Class 17 contains 14122 members 
Mstep: Class 19 contains 25167 members 
Mstep: Class 20 contains 116157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54825928.000000 Penalty: 36549.589844
Iteration 18Q: 18 clusters Score -5.482593e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 13916 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 17534 members 
Mstep: Class 6 contains 33287 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 77037 members 
Mstep: Class 12 contains 28317 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 26436 members 
Mstep: Class 16 contains 18770 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 19 contains 25104 members 
Mstep: Class 20 contains 116234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54826960.000000 Penalty: 36549.589844
Iteration 19Q: 18 clusters Score -5.482696e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 17422 members 
Mstep: Class 6 contains 33129 members 
Mstep: Class 7 contains 11245 members 
Mstep: Class 8 contains 8954 members 
Mstep: Class 9 contains 107880 members 
Mstep: Class 10 contains 76993 members 
Mstep: Class 12 contains 28636 members 
Mstep: Class 13 contains 5567 members 
Mstep: Class 14 contains 25789 members 
Mstep: Class 16 contains 18618 members 
Mstep: Class 17 contains 14697 members 
Mstep: Class 19 contains 25064 members 
Mstep: Class 20 contains 116312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54828152.000000 Penalty: 36549.589844
Iteration 20F: 18 clusters Score -5.482815e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 17301 members 
Mstep: Class 6 contains 32978 members 
Mstep: Class 7 contains 11223 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 107782 members 
Mstep: Class 10 contains 76966 members 
Mstep: Class 12 contains 28907 members 
Mstep: Class 13 contains 5464 members 
Mstep: Class 14 contains 25028 members 
Mstep: Class 16 contains 18466 members 
Mstep: Class 17 contains 15028 members 
Mstep: Class 19 contains 24975 members 
Mstep: Class 20 contains 116427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54829040.000000 Penalty: 36549.589844
Iteration 21Q: 18 clusters Score -5.482904e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 17135 members 
Mstep: Class 6 contains 32902 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 8982 members 
Mstep: Class 9 contains 107705 members 
Mstep: Class 10 contains 76950 members 
Mstep: Class 12 contains 29160 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 24323 members 
Mstep: Class 16 contains 18357 members 
Mstep: Class 17 contains 15291 members 
Mstep: Class 19 contains 24866 members 
Mstep: Class 20 contains 116498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54829764.000000 Penalty: 36549.589844
Iteration 22Q: 18 clusters Score -5.482976e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 16944 members 
Mstep: Class 6 contains 32823 members 
Mstep: Class 7 contains 11306 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 107600 members 
Mstep: Class 10 contains 76933 members 
Mstep: Class 12 contains 29451 members 
Mstep: Class 13 contains 5323 members 
Mstep: Class 14 contains 23654 members 
Mstep: Class 16 contains 18221 members 
Mstep: Class 17 contains 15503 members 
Mstep: Class 19 contains 24724 members 
Mstep: Class 20 contains 116596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54830544.000000 Penalty: 36549.589844
Iteration 23Q: 18 clusters Score -5.483054e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 16730 members 
Mstep: Class 6 contains 32744 members 
Mstep: Class 7 contains 11370 members 
Mstep: Class 8 contains 9004 members 
Mstep: Class 9 contains 107485 members 
Mstep: Class 10 contains 76924 members 
Mstep: Class 12 contains 29733 members 
Mstep: Class 13 contains 5270 members 
Mstep: Class 14 contains 23018 members 
Mstep: Class 16 contains 18067 members 
Mstep: Class 17 contains 15690 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 116710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54831552.000000 Penalty: 36549.589844
Iteration 24Q: 18 clusters Score -5.483155e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 13801 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 3838 members 
Mstep: Class 5 contains 16539 members 
Mstep: Class 6 contains 32656 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 9010 members 
Mstep: Class 9 contains 107364 members 
Mstep: Class 10 contains 76914 members 
Mstep: Class 12 contains 29963 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 22391 members 
Mstep: Class 16 contains 17939 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 19 contains 24246 members 
Mstep: Class 20 contains 116823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54832564.000000 Penalty: 36549.589844
Iteration 25Q: 18 clusters Score -5.483256e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 13822 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 16327 members 
Mstep: Class 6 contains 32575 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 107246 members 
Mstep: Class 10 contains 76911 members 
Mstep: Class 12 contains 30220 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 21725 members 
Mstep: Class 16 contains 17809 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 19 contains 24019 members 
Mstep: Class 20 contains 116933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54833360.000000 Penalty: 36549.589844
Iteration 26Q: 18 clusters Score -5.483336e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 13840 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 16087 members 
Mstep: Class 6 contains 32487 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 9020 members 
Mstep: Class 9 contains 107148 members 
Mstep: Class 10 contains 76902 members 
Mstep: Class 12 contains 30498 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 21093 members 
Mstep: Class 16 contains 17736 members 
Mstep: Class 17 contains 16087 members 
Mstep: Class 19 contains 23858 members 
Mstep: Class 20 contains 117025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54834052.000000 Penalty: 36549.589844
Iteration 27Q: 18 clusters Score -5.483405e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 13856 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 15831 members 
Mstep: Class 6 contains 32401 members 
Mstep: Class 7 contains 11631 members 
Mstep: Class 8 contains 9012 members 
Mstep: Class 9 contains 107045 members 
Mstep: Class 10 contains 76891 members 
Mstep: Class 12 contains 30773 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 20486 members 
Mstep: Class 16 contains 17699 members 
Mstep: Class 17 contains 16186 members 
Mstep: Class 19 contains 23772 members 
Mstep: Class 20 contains 117128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54834620.000000 Penalty: 36549.589844
Iteration 28Q: 18 clusters Score -5.483462e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 4299 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 15588 members 
Mstep: Class 6 contains 32292 members 
Mstep: Class 7 contains 11689 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 106946 members 
Mstep: Class 10 contains 76889 members 
Mstep: Class 12 contains 31017 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 19911 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 16257 members 
Mstep: Class 19 contains 23716 members 
Mstep: Class 20 contains 117233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54834980.000000 Penalty: 36549.589844
Iteration 29Q: 18 clusters Score -5.483498e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 13905 members 
Mstep: Class 3 contains 4284 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 15374 members 
Mstep: Class 6 contains 32195 members 
Mstep: Class 7 contains 11778 members 
Mstep: Class 8 contains 9034 members 
Mstep: Class 9 contains 106847 members 
Mstep: Class 10 contains 76883 members 
Mstep: Class 12 contains 31229 members 
Mstep: Class 13 contains 5046 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 16 contains 17658 members 
Mstep: Class 17 contains 16304 members 
Mstep: Class 19 contains 23711 members 
Mstep: Class 20 contains 117339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54835196.000000 Penalty: 36549.589844
Iteration 30Q: 18 clusters Score -5.48352e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 13931 members 
Mstep: Class 3 contains 4268 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 15141 members 
Mstep: Class 6 contains 32114 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 8 contains 9026 members 
Mstep: Class 9 contains 106751 members 
Mstep: Class 10 contains 76880 members 
Mstep: Class 12 contains 31454 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 18844 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 16348 members 
Mstep: Class 19 contains 23676 members 
Mstep: Class 20 contains 117426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54835940.000000 Penalty: 36549.589844
Iteration 31Q: 18 clusters Score -5.483594e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 13967 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 14905 members 
Mstep: Class 6 contains 32017 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 106644 members 
Mstep: Class 10 contains 76875 members 
Mstep: Class 12 contains 31678 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 18312 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 17 contains 16374 members 
Mstep: Class 19 contains 23660 members 
Mstep: Class 20 contains 117529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54836472.000000 Penalty: 36549.589844
Iteration 32Q: 18 clusters Score -5.483647e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 14680 members 
Mstep: Class 6 contains 31921 members 
Mstep: Class 7 contains 12039 members 
Mstep: Class 8 contains 9004 members 
Mstep: Class 9 contains 106528 members 
Mstep: Class 10 contains 76871 members 
Mstep: Class 12 contains 31881 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 16 contains 17724 members 
Mstep: Class 17 contains 16396 members 
Mstep: Class 19 contains 23655 members 
Mstep: Class 20 contains 117645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54837044.000000 Penalty: 36549.589844
Iteration 33Q: 18 clusters Score -5.483704e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 4257 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 31813 members 
Mstep: Class 7 contains 12155 members 
Mstep: Class 8 contains 8983 members 
Mstep: Class 9 contains 106440 members 
Mstep: Class 10 contains 76868 members 
Mstep: Class 12 contains 32104 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 17376 members 
Mstep: Class 16 contains 17752 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 19 contains 23600 members 
Mstep: Class 20 contains 117747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54837712.000000 Penalty: 36549.589844
Iteration 34Q: 18 clusters Score -5.483771e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 14075 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 14192 members 
Mstep: Class 6 contains 31710 members 
Mstep: Class 7 contains 12287 members 
Mstep: Class 8 contains 8972 members 
Mstep: Class 9 contains 106330 members 
Mstep: Class 10 contains 76877 members 
Mstep: Class 12 contains 32324 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 16 contains 17769 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 19 contains 23528 members 
Mstep: Class 20 contains 117871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54838040.000000 Penalty: 36549.589844
Iteration 35Q: 18 clusters Score -5.483804e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 14109 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 5609 members 
Mstep: Class 5 contains 13965 members 
Mstep: Class 6 contains 31607 members 
Mstep: Class 7 contains 12453 members 
Mstep: Class 8 contains 8954 members 
Mstep: Class 9 contains 106220 members 
Mstep: Class 10 contains 76884 members 
Mstep: Class 12 contains 32537 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 16526 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 16413 members 
Mstep: Class 19 contains 23419 members 
Mstep: Class 20 contains 117999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54838672.000000 Penalty: 36549.589844
Iteration 36Q: 18 clusters Score -5.483867e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 14145 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 13787 members 
Mstep: Class 6 contains 31509 members 
Mstep: Class 7 contains 12651 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 106097 members 
Mstep: Class 10 contains 76887 members 
Mstep: Class 12 contains 32690 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 16106 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 19 contains 23244 members 
Mstep: Class 20 contains 118129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54839660.000000 Penalty: 36549.589844
Iteration 37Q: 18 clusters Score -5.483966e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 14168 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 5868 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 31401 members 
Mstep: Class 7 contains 12885 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 105955 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 12 contains 32839 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 16 contains 17778 members 
Mstep: Class 17 contains 16410 members 
Mstep: Class 19 contains 23057 members 
Mstep: Class 20 contains 118270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54840624.000000 Penalty: 36549.589844
Iteration 38Q: 18 clusters Score -5.484062e+07 nChanged 1939
Entering ConstructFrom: 
Score: -54840624.000000 Penalty: 36549.589844
Entering ConstructFrom: 
Trying to split cluster 1 (54280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Entering Unmasked Estep 
Score: -5478566.000000 Penalty: 1771.560547
	Iteration 0F: 2 clusters Score -5478566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -5442250.500000 Penalty: 3543.121094
	Iteration 0F: 3 clusters Score -5442250 nChanged 25500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -5457545.500000 Penalty: 3543.121094
	Iteration 1F: 3 clusters Score -5457546 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5459079.500000 Penalty: 3543.121094
	Iteration 2F: 3 clusters Score -5459080 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5461448.500000 Penalty: 3543.121094
	Iteration 3F: 3 clusters Score -5461448 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5464617.000000 Penalty: 3543.121094
	Iteration 4F: 3 clusters Score -5464617 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5468126.500000 Penalty: 3543.121094
	Iteration 5F: 3 clusters Score -5468126 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5471675.000000 Penalty: 3543.121094
	Iteration 6F: 3 clusters Score -5471675 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -5474633.000000 Penalty: 3543.121094
	Iteration 7F: 3 clusters Score -5474633 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -5476986.000000 Penalty: 3543.121094
	Iteration 8Q: 3 clusters Score -5476986 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -5478527.000000 Penalty: 3543.121094
	Iteration 9Q: 3 clusters Score -5478527 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -5479384.000000 Penalty: 3543.121094
	Iteration 10Q: 3 clusters Score -5479384 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -5479820.000000 Penalty: 3543.121094
	Iteration 11Q: 3 clusters Score -5479820 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5480066.000000 Penalty: 3543.121094
	Iteration 12Q: 3 clusters Score -5480066 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5480218.500000 Penalty: 3543.121094
	Iteration 13Q: 3 clusters Score -5480218 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -5480327.000000 Penalty: 3543.121094
	Iteration 14Q: 3 clusters Score -5480327 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -5480381.000000 Penalty: 3543.121094
	Iteration 15Q: 3 clusters Score -5480381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -5480410.500000 Penalty: 3543.121094
	Iteration 16Q: 3 clusters Score -5480410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -5480434.000000 Penalty: 3543.121094
	Iteration 17Q: 3 clusters Score -5480434 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5480444.500000 Penalty: 3543.121094
	Iteration 18Q: 3 clusters Score -5480444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -5480445.000000 Penalty: 3543.121094
	Iteration 19Q: 3 clusters Score -5480445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -5480468.000000 Penalty: 3543.121094
	Iteration 20F: 3 clusters Score -5480468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -5480471.500000 Penalty: 3543.121094
	Iteration 21Q: 3 clusters Score -5480472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -5480490.500000 Penalty: 3543.121094
	Iteration 22Q: 3 clusters Score -5480490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -5480490.500000 Penalty: 3543.121094
	Iteration 23Q: 3 clusters Score -5480490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -5480494.500000 Penalty: 3543.121094
	Iteration 24Q: 3 clusters Score -5480494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -5480507.500000 Penalty: 3543.121094
	Iteration 25Q: 3 clusters Score -5480508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -5480505.000000 Penalty: 3543.121094
	Iteration 26Q: 3 clusters Score -5480505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -5480508.000000 Penalty: 3543.121094
	Iteration 27Q: 3 clusters Score -5480508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -5480519.000000 Penalty: 3543.121094
	Iteration 28Q: 3 clusters Score -5480519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -5480522.000000 Penalty: 3543.121094
	Iteration 29Q: 3 clusters Score -5480522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -5480518.000000 Penalty: 3543.121094
	Iteration 30Q: 3 clusters Score -5480518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -5480514.000000 Penalty: 3543.121094
	Iteration 31Q: 3 clusters Score -5480514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -5480516.500000 Penalty: 3543.121094
	Iteration 32Q: 3 clusters Score -5480516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -5480507.000000 Penalty: 3543.121094
	Iteration 33Q: 3 clusters Score -5480507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -5480517.000000 Penalty: 3543.121094
	Iteration 34Q: 3 clusters Score -5480517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -5480523.500000 Penalty: 3543.121094
	Iteration 35Q: 3 clusters Score -5480524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -5480522.500000 Penalty: 3543.121094
	Iteration 36Q: 3 clusters Score -5480522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -5480522.500000 Penalty: 3543.121094
	Iteration 37Q: 3 clusters Score -5480522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -5480522.500000 Penalty: 3543.121094
	Iteration 38Q: 3 clusters Score -5480522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -5480526.000000 Penalty: 3543.121094
	Iteration 39Q: 3 clusters Score -5480526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -5480529.000000 Penalty: 3543.121094
	Iteration 40F: 3 clusters Score -5480529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -5480523.500000 Penalty: 3543.121094
	Iteration 41Q: 3 clusters Score -5480524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -5480518.500000 Penalty: 3543.121094
	Iteration 42Q: 3 clusters Score -5480518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -5480519.500000 Penalty: 3543.121094
	Iteration 43Q: 3 clusters Score -5480520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -5480517.500000 Penalty: 3543.121094
	Iteration 44Q: 3 clusters Score -5480518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -5480526.000000 Penalty: 3543.121094
	Iteration 45Q: 3 clusters Score -5480526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -5480519.000000 Penalty: 3543.121094
	Iteration 46Q: 3 clusters Score -5480519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -5480517.500000 Penalty: 3543.121094
	Iteration 47Q: 3 clusters Score -5480518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -5480519.500000 Penalty: 3543.121094
	Iteration 48Q: 3 clusters Score -5480520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -5480523.000000 Penalty: 3543.121094
	Iteration 49Q: 3 clusters Score -5480523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -5480514.000000 Penalty: 3543.121094
	Iteration 50Q: 3 clusters Score -5480514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -5480522.000000 Penalty: 3543.121094
	Iteration 51Q: 3 clusters Score -5480522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -5480523.000000 Penalty: 3543.121094
	Iteration 52Q: 3 clusters Score -5480523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -5480534.500000 Penalty: 3543.121094
	Iteration 53Q: 3 clusters Score -5480534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -5480526.000000 Penalty: 3543.121094
	Iteration 54Q: 3 clusters Score -5480526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -5480530.500000 Penalty: 3543.121094
	Iteration 55Q: 3 clusters Score -5480530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -5480547.500000 Penalty: 3543.121094
	Iteration 56Q: 3 clusters Score -5480548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -5480539.000000 Penalty: 3543.121094
	Iteration 57Q: 3 clusters Score -5480539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -5480532.000000 Penalty: 3543.121094
	Iteration 58Q: 3 clusters Score -5480532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -5480531.000000 Penalty: 3543.121094
	Iteration 59Q: 3 clusters Score -5480531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -5480534.000000 Penalty: 3543.121094
	Iteration 60F: 3 clusters Score -5480534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -5480534.000000 Penalty: 3543.121094
	Iteration 61Q: 3 clusters Score -5480534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -5480532.000000 Penalty: 3543.121094
	Iteration 62Q: 3 clusters Score -5480532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -5480536.500000 Penalty: 3543.121094
	Iteration 63Q: 3 clusters Score -5480536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -5480529.500000 Penalty: 3543.121094
	Iteration 64Q: 3 clusters Score -5480530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5480532.500000 Penalty: 3543.121094
	Iteration 65Q: 3 clusters Score -5480532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -5480537.000000 Penalty: 3543.121094
	Iteration 66Q: 3 clusters Score -5480537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -5480532.000000 Penalty: 3543.121094
	Iteration 67Q: 3 clusters Score -5480532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -5480531.000000 Penalty: 3543.121094
	Iteration 68Q: 3 clusters Score -5480531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -5480541.000000 Penalty: 3543.121094
	Iteration 69Q: 3 clusters Score -5480541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -5480531.000000 Penalty: 3543.121094
	Iteration 70Q: 3 clusters Score -5480531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -5480529.000000 Penalty: 3543.121094
	Iteration 71Q: 3 clusters Score -5480529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -5480538.000000 Penalty: 3543.121094
	Iteration 72Q: 3 clusters Score -5480538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5480539.500000 Penalty: 3543.121094
	Iteration 73Q: 3 clusters Score -5480540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -5480539.000000 Penalty: 3543.121094
	Iteration 74Q: 3 clusters Score -5480539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5480538.500000 Penalty: 3543.121094
	Iteration 75Q: 3 clusters Score -5480538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -5480534.000000 Penalty: 3543.121094
	Iteration 76Q: 3 clusters Score -5480534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -5480534.000000 Penalty: 3543.121094
	Iteration 77Q: 3 clusters Score -5480534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5480532.000000 Penalty: 3543.121094
	Iteration 78Q: 3 clusters Score -5480532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5480532.000000 Penalty: 3543.121094
	Iteration 79F: 3 clusters Score -5480532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14192 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 13421 members 
Mstep: Class 6 contains 31284 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Entering Unmasked Estep 
Score: -54842836.000000 Penalty: 38699.566406
Splitting cluster 1 changes total score from -54840624.000000 to -54842836.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (14192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Entering Unmasked Estep 
Score: -1395132.125000 Penalty: 1553.570435
	Iteration 0F: 2 clusters Score -1395132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1385391.375000 Penalty: 3107.140869
	Iteration 0F: 3 clusters Score -1385391 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1389639.500000 Penalty: 3107.140869
	Iteration 1F: 3 clusters Score -1389640 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1391227.750000 Penalty: 3107.140869
	Iteration 2F: 3 clusters Score -1391228 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1393406.250000 Penalty: 3107.140869
	Iteration 3F: 3 clusters Score -1393406 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1395370.500000 Penalty: 3107.140869
	Iteration 4F: 3 clusters Score -1395370 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1396738.375000 Penalty: 3107.140869
	Iteration 5F: 3 clusters Score -1396738 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1397944.000000 Penalty: 3107.140869
	Iteration 6F: 3 clusters Score -1397944 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1399115.000000 Penalty: 3107.140869
	Iteration 7Q: 3 clusters Score -1399115 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1399779.000000 Penalty: 3107.140869
	Iteration 8Q: 3 clusters Score -1399779 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1400066.500000 Penalty: 3107.140869
	Iteration 9Q: 3 clusters Score -1400066 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1400179.750000 Penalty: 3107.140869
	Iteration 10Q: 3 clusters Score -1400180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1400227.375000 Penalty: 3107.140869
	Iteration 11Q: 3 clusters Score -1400227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1400244.000000 Penalty: 3107.140869
	Iteration 12Q: 3 clusters Score -1400244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1400265.625000 Penalty: 3107.140869
	Iteration 13Q: 3 clusters Score -1400266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1400271.750000 Penalty: 3107.140869
	Iteration 14Q: 3 clusters Score -1400272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1400276.750000 Penalty: 3107.140869
	Iteration 15Q: 3 clusters Score -1400277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1400278.000000 Penalty: 3107.140869
	Iteration 16Q: 3 clusters Score -1400278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1400281.500000 Penalty: 3107.140869
	Iteration 17Q: 3 clusters Score -1400282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1400285.875000 Penalty: 3107.140869
	Iteration 18Q: 3 clusters Score -1400286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1400285.500000 Penalty: 3107.140869
	Iteration 19Q: 3 clusters Score -1400286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1400288.250000 Penalty: 3107.140869
	Iteration 20F: 3 clusters Score -1400288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1400289.500000 Penalty: 3107.140869
	Iteration 21Q: 3 clusters Score -1400290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1400291.750000 Penalty: 3107.140869
	Iteration 22Q: 3 clusters Score -1400292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1400293.000000 Penalty: 3107.140869
	Iteration 23Q: 3 clusters Score -1400293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1400296.125000 Penalty: 3107.140869
	Iteration 24Q: 3 clusters Score -1400296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1400294.375000 Penalty: 3107.140869
	Iteration 25Q: 3 clusters Score -1400294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1400294.625000 Penalty: 3107.140869
	Iteration 26Q: 3 clusters Score -1400295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1400294.000000 Penalty: 3107.140869
	Iteration 27Q: 3 clusters Score -1400294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1400292.125000 Penalty: 3107.140869
	Iteration 28Q: 3 clusters Score -1400292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1400292.250000 Penalty: 3107.140869
	Iteration 29Q: 3 clusters Score -1400292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1400292.250000 Penalty: 3107.140869
	Iteration 30F: 3 clusters Score -1400292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 13421 members 
Mstep: Class 6 contains 31284 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Entering Unmasked Estep 
Score: -54847448.000000 Penalty: 40849.539062
Splitting cluster 2 changes total score from -54840624.000000 to -54847448.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -396334.968750 Penalty: 1359.383911
	Iteration 0F: 2 clusters Score -396335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -392833.656250 Penalty: 2718.767822
	Iteration 0F: 3 clusters Score -392833.7 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -394188.187500 Penalty: 2718.767822
	Iteration 1F: 3 clusters Score -394188.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -395092.656250 Penalty: 2718.767822
	Iteration 2F: 3 clusters Score -395092.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -396011.500000 Penalty: 2718.767822
	Iteration 3F: 3 clusters Score -396011.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -396807.406250 Penalty: 2718.767822
	Iteration 4F: 3 clusters Score -396807.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -397133.750000 Penalty: 2718.767822
	Iteration 5F: 3 clusters Score -397133.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -397299.875000 Penalty: 2718.767822
	Iteration 6Q: 3 clusters Score -397299.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -397394.531250 Penalty: 2718.767822
	Iteration 7Q: 3 clusters Score -397394.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -397449.250000 Penalty: 2718.767822
	Iteration 8Q: 3 clusters Score -397449.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -397481.187500 Penalty: 2718.767822
	Iteration 9Q: 3 clusters Score -397481.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -397502.437500 Penalty: 2718.767822
	Iteration 10Q: 3 clusters Score -397502.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -397516.968750 Penalty: 2718.767822
	Iteration 11Q: 3 clusters Score -397517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -397525.312500 Penalty: 2718.767822
	Iteration 12Q: 3 clusters Score -397525.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -397531.812500 Penalty: 2718.767822
	Iteration 13Q: 3 clusters Score -397531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -397534.093750 Penalty: 2718.767822
	Iteration 14Q: 3 clusters Score -397534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -397535.062500 Penalty: 2718.767822
	Iteration 15Q: 3 clusters Score -397535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -397538.000000 Penalty: 2718.767822
	Iteration 16Q: 3 clusters Score -397538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -397538.937500 Penalty: 2718.767822
	Iteration 17Q: 3 clusters Score -397538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -397541.031250 Penalty: 2718.767822
	Iteration 18Q: 3 clusters Score -397541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -397540.593750 Penalty: 2718.767822
	Iteration 19Q: 3 clusters Score -397540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -397540.593750 Penalty: 2718.767822
	Iteration 20F: 3 clusters Score -397540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 13421 members 
Mstep: Class 6 contains 31284 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Entering Unmasked Estep 
Score: -54847924.000000 Penalty: 42999.515625
Splitting cluster 3 changes total score from -54840624.000000 to -54847924.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (6000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Entering Unmasked Estep 
Score: -588132.187500 Penalty: 1413.671143
	Iteration 0F: 2 clusters Score -588132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -583465.062500 Penalty: 2827.342285
	Iteration 0F: 3 clusters Score -583465.1 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -584903.812500 Penalty: 2827.342285
	Iteration 1F: 3 clusters Score -584903.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -585180.250000 Penalty: 2827.342285
	Iteration 2F: 3 clusters Score -585180.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -585417.562500 Penalty: 2827.342285
	Iteration 3F: 3 clusters Score -585417.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -585649.500000 Penalty: 2827.342285
	Iteration 4F: 3 clusters Score -585649.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -585885.812500 Penalty: 2827.342285
	Iteration 5F: 3 clusters Score -585885.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -586140.625000 Penalty: 2827.342285
	Iteration 6F: 3 clusters Score -586140.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -586397.750000 Penalty: 2827.342285
	Iteration 7F: 3 clusters Score -586397.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -586642.500000 Penalty: 2827.342285
	Iteration 8Q: 3 clusters Score -586642.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -586875.625000 Penalty: 2827.342285
	Iteration 9Q: 3 clusters Score -586875.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -587092.750000 Penalty: 2827.342285
	Iteration 10Q: 3 clusters Score -587092.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -587241.187500 Penalty: 2827.342285
	Iteration 11Q: 3 clusters Score -587241.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -587334.000000 Penalty: 2827.342285
	Iteration 12Q: 3 clusters Score -587334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -587420.500000 Penalty: 2827.342285
	Iteration 13Q: 3 clusters Score -587420.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -587487.062500 Penalty: 2827.342285
	Iteration 14Q: 3 clusters Score -587487.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -587534.937500 Penalty: 2827.342285
	Iteration 15Q: 3 clusters Score -587534.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -587560.562500 Penalty: 2827.342285
	Iteration 16Q: 3 clusters Score -587560.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -587576.000000 Penalty: 2827.342285
	Iteration 17Q: 3 clusters Score -587576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -587586.625000 Penalty: 2827.342285
	Iteration 18Q: 3 clusters Score -587586.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -587595.687500 Penalty: 2827.342285
	Iteration 19Q: 3 clusters Score -587595.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -587607.125000 Penalty: 2827.342285
	Iteration 20F: 3 clusters Score -587607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -587611.937500 Penalty: 2827.342285
	Iteration 21Q: 3 clusters Score -587611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -587612.437500 Penalty: 2827.342285
	Iteration 22Q: 3 clusters Score -587612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -587613.250000 Penalty: 2827.342285
	Iteration 23Q: 3 clusters Score -587613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -587617.187500 Penalty: 2827.342285
	Iteration 24Q: 3 clusters Score -587617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -587618.437500 Penalty: 2827.342285
	Iteration 25Q: 3 clusters Score -587618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -587618.812500 Penalty: 2827.342285
	Iteration 26Q: 3 clusters Score -587618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -587618.312500 Penalty: 2827.342285
	Iteration 27Q: 3 clusters Score -587618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -587617.500000 Penalty: 2827.342285
	Iteration 28Q: 3 clusters Score -587617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -587618.437500 Penalty: 2827.342285
	Iteration 29Q: 3 clusters Score -587618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -587618.437500 Penalty: 2827.342285
	Iteration 30F: 3 clusters Score -587618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Entering Unmasked Estep 
Score: -1337423.625000 Penalty: 1544.493530
	Iteration 0F: 2 clusters Score -1337424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1328146.875000 Penalty: 3088.987061
	Iteration 0F: 3 clusters Score -1328147 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1331750.750000 Penalty: 3088.987061
	Iteration 1F: 3 clusters Score -1331751 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1332764.875000 Penalty: 3088.987061
	Iteration 2F: 3 clusters Score -1332765 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1334274.875000 Penalty: 3088.987061
	Iteration 3F: 3 clusters Score -1334275 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1335638.000000 Penalty: 3088.987061
	Iteration 4F: 3 clusters Score -1335638 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1336360.250000 Penalty: 3088.987061
	Iteration 5F: 3 clusters Score -1336360 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1336747.375000 Penalty: 3088.987061
	Iteration 6Q: 3 clusters Score -1336747 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1337015.500000 Penalty: 3088.987061
	Iteration 7Q: 3 clusters Score -1337016 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1337230.125000 Penalty: 3088.987061
	Iteration 8Q: 3 clusters Score -1337230 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1337380.125000 Penalty: 3088.987061
	Iteration 9Q: 3 clusters Score -1337380 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1337487.625000 Penalty: 3088.987061
	Iteration 10Q: 3 clusters Score -1337488 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1337552.750000 Penalty: 3088.987061
	Iteration 11Q: 3 clusters Score -1337553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1337589.750000 Penalty: 3088.987061
	Iteration 12Q: 3 clusters Score -1337590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1337612.500000 Penalty: 3088.987061
	Iteration 13Q: 3 clusters Score -1337612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1337625.625000 Penalty: 3088.987061
	Iteration 14Q: 3 clusters Score -1337626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1337640.500000 Penalty: 3088.987061
	Iteration 15Q: 3 clusters Score -1337640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1337646.125000 Penalty: 3088.987061
	Iteration 16Q: 3 clusters Score -1337646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1337650.000000 Penalty: 3088.987061
	Iteration 17Q: 3 clusters Score -1337650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1337654.250000 Penalty: 3088.987061
	Iteration 18Q: 3 clusters Score -1337654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1337651.500000 Penalty: 3088.987061
	Iteration 19Q: 3 clusters Score -1337652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1337657.375000 Penalty: 3088.987061
	Iteration 20F: 3 clusters Score -1337657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1337662.750000 Penalty: 3088.987061
	Iteration 21Q: 3 clusters Score -1337663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1337662.250000 Penalty: 3088.987061
	Iteration 22Q: 3 clusters Score -1337662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1337661.375000 Penalty: 3088.987061
	Iteration 23Q: 3 clusters Score -1337661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1337662.625000 Penalty: 3088.987061
	Iteration 24Q: 3 clusters Score -1337663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1337662.375000 Penalty: 3088.987061
	Iteration 25Q: 3 clusters Score -1337662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1337659.875000 Penalty: 3088.987061
	Iteration 26Q: 3 clusters Score -1337660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1337662.375000 Penalty: 3088.987061
	Iteration 27Q: 3 clusters Score -1337662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1337663.125000 Penalty: 3088.987061
	Iteration 28Q: 3 clusters Score -1337663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1337663.625000 Penalty: 3088.987061
	Iteration 29Q: 3 clusters Score -1337664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1337663.625000 Penalty: 3088.987061
	Iteration 30Q: 3 clusters Score -1337664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1337663.375000 Penalty: 3088.987061
	Iteration 31Q: 3 clusters Score -1337663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1337663.375000 Penalty: 3088.987061
	Iteration 32F: 3 clusters Score -1337663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 31284 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Entering Unmasked Estep 
Score: -54847592.000000 Penalty: 45149.492188
Splitting cluster 5 changes total score from -54840624.000000 to -54847592.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (31284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Entering Unmasked Estep 
Score: -2890586.000000 Penalty: 1682.015137
	Iteration 0F: 2 clusters Score -2890586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2869568.500000 Penalty: 3364.030273
	Iteration 0F: 3 clusters Score -2869568 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2880647.750000 Penalty: 3364.030273
	Iteration 1F: 3 clusters Score -2880648 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2883824.250000 Penalty: 3364.030273
	Iteration 2F: 3 clusters Score -2883824 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2886509.750000 Penalty: 3364.030273
	Iteration 3F: 3 clusters Score -2886510 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2888653.500000 Penalty: 3364.030273
	Iteration 4F: 3 clusters Score -2888654 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2890214.000000 Penalty: 3364.030273
	Iteration 5F: 3 clusters Score -2890214 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2891408.500000 Penalty: 3364.030273
	Iteration 6F: 3 clusters Score -2891408 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2892410.250000 Penalty: 3364.030273
	Iteration 7Q: 3 clusters Score -2892410 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2893257.750000 Penalty: 3364.030273
	Iteration 8Q: 3 clusters Score -2893258 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2893942.750000 Penalty: 3364.030273
	Iteration 9Q: 3 clusters Score -2893943 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2894524.750000 Penalty: 3364.030273
	Iteration 10Q: 3 clusters Score -2894525 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2895027.000000 Penalty: 3364.030273
	Iteration 11Q: 3 clusters Score -2895027 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2895517.000000 Penalty: 3364.030273
	Iteration 12Q: 3 clusters Score -2895517 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2896000.750000 Penalty: 3364.030273
	Iteration 13Q: 3 clusters Score -2896001 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2896535.250000 Penalty: 3364.030273
	Iteration 14Q: 3 clusters Score -2896535 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2897198.000000 Penalty: 3364.030273
	Iteration 15Q: 3 clusters Score -2897198 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2898169.250000 Penalty: 3364.030273
	Iteration 16Q: 3 clusters Score -2898169 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2898799.500000 Penalty: 3364.030273
	Iteration 17Q: 3 clusters Score -2898800 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2898965.750000 Penalty: 3364.030273
	Iteration 18Q: 3 clusters Score -2898966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2899018.000000 Penalty: 3364.030273
	Iteration 19Q: 3 clusters Score -2899018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2899077.250000 Penalty: 3364.030273
	Iteration 20F: 3 clusters Score -2899077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2899093.000000 Penalty: 3364.030273
	Iteration 21Q: 3 clusters Score -2899093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2899131.250000 Penalty: 3364.030273
	Iteration 22Q: 3 clusters Score -2899131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2899172.250000 Penalty: 3364.030273
	Iteration 23Q: 3 clusters Score -2899172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2899266.750000 Penalty: 3364.030273
	Iteration 24Q: 3 clusters Score -2899267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2899497.500000 Penalty: 3364.030273
	Iteration 25Q: 3 clusters Score -2899498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2899775.500000 Penalty: 3364.030273
	Iteration 26Q: 3 clusters Score -2899776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2899862.750000 Penalty: 3364.030273
	Iteration 27Q: 3 clusters Score -2899863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2899886.500000 Penalty: 3364.030273
	Iteration 28Q: 3 clusters Score -2899886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2899887.500000 Penalty: 3364.030273
	Iteration 29Q: 3 clusters Score -2899888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2899893.750000 Penalty: 3364.030273
	Iteration 30Q: 3 clusters Score -2899894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2899902.000000 Penalty: 3364.030273
	Iteration 31Q: 3 clusters Score -2899902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2899905.000000 Penalty: 3364.030273
	Iteration 32Q: 3 clusters Score -2899905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2899904.250000 Penalty: 3364.030273
	Iteration 33Q: 3 clusters Score -2899904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2899903.000000 Penalty: 3364.030273
	Iteration 34Q: 3 clusters Score -2899903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2899900.750000 Penalty: 3364.030273
	Iteration 35Q: 3 clusters Score -2899901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2899900.750000 Penalty: 3364.030273
	Iteration 36F: 3 clusters Score -2899901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 13132 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Entering Unmasked Estep 
Score: -54856472.000000 Penalty: 47299.468750
Splitting cluster 6 changes total score from -54840624.000000 to -54856472.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (13132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Entering Unmasked Estep 
Score: -1245226.500000 Penalty: 1540.956177
	Iteration 0F: 2 clusters Score -1245226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1236202.000000 Penalty: 3081.912354
	Iteration 0F: 3 clusters Score -1236202 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1241854.625000 Penalty: 3081.912354
	Iteration 1F: 3 clusters Score -1241855 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1245026.250000 Penalty: 3081.912354
	Iteration 2F: 3 clusters Score -1245026 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1247528.375000 Penalty: 3081.912354
	Iteration 3F: 3 clusters Score -1247528 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1249882.500000 Penalty: 3081.912354
	Iteration 4F: 3 clusters Score -1249882 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1251910.000000 Penalty: 3081.912354
	Iteration 5F: 3 clusters Score -1251910 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1252663.750000 Penalty: 3081.912354
	Iteration 6Q: 3 clusters Score -1252664 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1252906.250000 Penalty: 3081.912354
	Iteration 7Q: 3 clusters Score -1252906 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1253035.000000 Penalty: 3081.912354
	Iteration 8Q: 3 clusters Score -1253035 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1253205.250000 Penalty: 3081.912354
	Iteration 9Q: 3 clusters Score -1253205 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1253563.750000 Penalty: 3081.912354
	Iteration 10Q: 3 clusters Score -1253564 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1254039.875000 Penalty: 3081.912354
	Iteration 11Q: 3 clusters Score -1254040 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1254371.750000 Penalty: 3081.912354
	Iteration 12Q: 3 clusters Score -1254372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1254504.750000 Penalty: 3081.912354
	Iteration 13Q: 3 clusters Score -1254505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1254552.875000 Penalty: 3081.912354
	Iteration 14Q: 3 clusters Score -1254553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1254577.750000 Penalty: 3081.912354
	Iteration 15Q: 3 clusters Score -1254578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1254579.500000 Penalty: 3081.912354
	Iteration 16Q: 3 clusters Score -1254580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1254581.250000 Penalty: 3081.912354
	Iteration 17Q: 3 clusters Score -1254581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1254581.875000 Penalty: 3081.912354
	Iteration 18Q: 3 clusters Score -1254582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1254583.125000 Penalty: 3081.912354
	Iteration 19Q: 3 clusters Score -1254583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1254584.625000 Penalty: 3081.912354
	Iteration 20F: 3 clusters Score -1254585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1254586.500000 Penalty: 3081.912354
	Iteration 21Q: 3 clusters Score -1254586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1254586.500000 Penalty: 3081.912354
	Iteration 22F: 3 clusters Score -1254586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Entering Unmasked Estep 
Score: -54865220.000000 Penalty: 49449.445312
Splitting cluster 7 changes total score from -54840624.000000 to -54865220.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (8949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Entering Unmasked Estep 
Score: -750384.312500 Penalty: 1478.635864
	Iteration 0F: 2 clusters Score -750384.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -743898.500000 Penalty: 2957.271729
	Iteration 0F: 3 clusters Score -743898.5 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -746971.687500 Penalty: 2957.271729
	Iteration 1F: 3 clusters Score -746971.7 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -748045.625000 Penalty: 2957.271729
	Iteration 2F: 3 clusters Score -748045.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -748817.375000 Penalty: 2957.271729
	Iteration 3F: 3 clusters Score -748817.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -749447.562500 Penalty: 2957.271729
	Iteration 4F: 3 clusters Score -749447.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -750011.875000 Penalty: 2957.271729
	Iteration 5F: 3 clusters Score -750011.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -750483.000000 Penalty: 2957.271729
	Iteration 6F: 3 clusters Score -750483 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -750875.250000 Penalty: 2957.271729
	Iteration 7Q: 3 clusters Score -750875.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -751168.625000 Penalty: 2957.271729
	Iteration 8Q: 3 clusters Score -751168.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -751452.187500 Penalty: 2957.271729
	Iteration 9Q: 3 clusters Score -751452.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -751741.812500 Penalty: 2957.271729
	Iteration 10Q: 3 clusters Score -751741.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -751972.687500 Penalty: 2957.271729
	Iteration 11Q: 3 clusters Score -751972.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -752194.687500 Penalty: 2957.271729
	Iteration 12Q: 3 clusters Score -752194.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -752377.375000 Penalty: 2957.271729
	Iteration 13Q: 3 clusters Score -752377.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -752492.375000 Penalty: 2957.271729
	Iteration 14Q: 3 clusters Score -752492.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -752578.250000 Penalty: 2957.271729
	Iteration 15Q: 3 clusters Score -752578.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -752620.625000 Penalty: 2957.271729
	Iteration 16Q: 3 clusters Score -752620.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -752651.875000 Penalty: 2957.271729
	Iteration 17Q: 3 clusters Score -752651.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -752682.937500 Penalty: 2957.271729
	Iteration 18Q: 3 clusters Score -752682.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -752710.687500 Penalty: 2957.271729
	Iteration 19Q: 3 clusters Score -752710.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -752782.500000 Penalty: 2957.271729
	Iteration 20F: 3 clusters Score -752782.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -752838.812500 Penalty: 2957.271729
	Iteration 21Q: 3 clusters Score -752838.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -752877.937500 Penalty: 2957.271729
	Iteration 22Q: 3 clusters Score -752877.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -752899.875000 Penalty: 2957.271729
	Iteration 23Q: 3 clusters Score -752899.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -752916.687500 Penalty: 2957.271729
	Iteration 24Q: 3 clusters Score -752916.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -752924.250000 Penalty: 2957.271729
	Iteration 25Q: 3 clusters Score -752924.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -752928.625000 Penalty: 2957.271729
	Iteration 26Q: 3 clusters Score -752928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -752931.500000 Penalty: 2957.271729
	Iteration 27Q: 3 clusters Score -752931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -752932.500000 Penalty: 2957.271729
	Iteration 28Q: 3 clusters Score -752932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -752932.812500 Penalty: 2957.271729
	Iteration 29Q: 3 clusters Score -752932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -752934.750000 Penalty: 2957.271729
	Iteration 30Q: 3 clusters Score -752934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -752934.250000 Penalty: 2957.271729
	Iteration 31Q: 3 clusters Score -752934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -752933.437500 Penalty: 2957.271729
	Iteration 32Q: 3 clusters Score -752933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -752932.812500 Penalty: 2957.271729
	Iteration 33Q: 3 clusters Score -752932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -752933.687500 Penalty: 2957.271729
	Iteration 34Q: 3 clusters Score -752933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -752936.437500 Penalty: 2957.271729
	Iteration 35Q: 3 clusters Score -752936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -752935.500000 Penalty: 2957.271729
	Iteration 36Q: 3 clusters Score -752935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -752935.500000 Penalty: 2957.271729
	Iteration 37F: 3 clusters Score -752935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 105843 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Entering Unmasked Estep 
Score: -54867080.000000 Penalty: 51599.417969
Splitting cluster 8 changes total score from -54840624.000000 to -54867080.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (105843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105843 members 
Entering Unmasked Estep 
Score: -10768393.000000 Penalty: 1880.078125
	Iteration 0F: 2 clusters Score -1.076839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -10697815.000000 Penalty: 3760.156250
	Iteration 0F: 3 clusters Score -1.069782e+07 nChanged 50638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -10728118.000000 Penalty: 3760.156250
	Iteration 1F: 3 clusters Score -1.072812e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -10729704.000000 Penalty: 3760.156250
	Iteration 2Q: 3 clusters Score -1.07297e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -10731814.000000 Penalty: 3760.156250
	Iteration 3Q: 3 clusters Score -1.073181e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -10735163.000000 Penalty: 3760.156250
	Iteration 4F: 3 clusters Score -1.073516e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -10740086.000000 Penalty: 3760.156250
	Iteration 5F: 3 clusters Score -1.074009e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -10746694.000000 Penalty: 3760.156250
	Iteration 6F: 3 clusters Score -1.074669e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -10752979.000000 Penalty: 3760.156250
	Iteration 7F: 3 clusters Score -1.075298e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -10756573.000000 Penalty: 3760.156250
	Iteration 8F: 3 clusters Score -1.075657e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -10758065.000000 Penalty: 3760.156250
	Iteration 9Q: 3 clusters Score -1.075806e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -10759002.000000 Penalty: 3760.156250
	Iteration 10Q: 3 clusters Score -1.0759e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -10759859.000000 Penalty: 3760.156250
	Iteration 11Q: 3 clusters Score -1.075986e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -10760811.000000 Penalty: 3760.156250
	Iteration 12Q: 3 clusters Score -1.076081e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -10762325.000000 Penalty: 3760.156250
	Iteration 13Q: 3 clusters Score -1.076232e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -10764405.000000 Penalty: 3760.156250
	Iteration 14Q: 3 clusters Score -1.07644e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -10766892.000000 Penalty: 3760.156250
	Iteration 15Q: 3 clusters Score -1.076689e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -10769278.000000 Penalty: 3760.156250
	Iteration 16Q: 3 clusters Score -1.076928e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -10770985.000000 Penalty: 3760.156250
	Iteration 17Q: 3 clusters Score -1.077098e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -10772163.000000 Penalty: 3760.156250
	Iteration 18Q: 3 clusters Score -1.077216e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -10772969.000000 Penalty: 3760.156250
	Iteration 19Q: 3 clusters Score -1.077297e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -10773732.000000 Penalty: 3760.156250
	Iteration 20F: 3 clusters Score -1.077373e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -10774235.000000 Penalty: 3760.156250
	Iteration 21Q: 3 clusters Score -1.077424e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -10774429.000000 Penalty: 3760.156250
	Iteration 22Q: 3 clusters Score -1.077443e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -10774547.000000 Penalty: 3760.156250
	Iteration 23Q: 3 clusters Score -1.077455e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -10774579.000000 Penalty: 3760.156250
	Iteration 24Q: 3 clusters Score -1.077458e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -10774598.000000 Penalty: 3760.156250
	Iteration 25Q: 3 clusters Score -1.07746e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -10774585.000000 Penalty: 3760.156250
	Iteration 26Q: 3 clusters Score -1.077458e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -10774587.000000 Penalty: 3760.156250
	Iteration 27Q: 3 clusters Score -1.077459e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -10774582.000000 Penalty: 3760.156250
	Iteration 28Q: 3 clusters Score -1.077458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -10774585.000000 Penalty: 3760.156250
	Iteration 29Q: 3 clusters Score -1.077458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -10774572.000000 Penalty: 3760.156250
	Iteration 30Q: 3 clusters Score -1.077457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -10774574.000000 Penalty: 3760.156250
	Iteration 31Q: 3 clusters Score -1.077457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -10774580.000000 Penalty: 3760.156250
	Iteration 32Q: 3 clusters Score -1.077458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -10774580.000000 Penalty: 3760.156250
	Iteration 33Q: 3 clusters Score -1.077458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -10774577.000000 Penalty: 3760.156250
	Iteration 34Q: 3 clusters Score -1.077458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -10774569.000000 Penalty: 3760.156250
	Iteration 35Q: 3 clusters Score -1.077457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -10774572.000000 Penalty: 3760.156250
	Iteration 36Q: 3 clusters Score -1.077457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -10774570.000000 Penalty: 3760.156250
	Iteration 37Q: 3 clusters Score -1.077457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -10774568.000000 Penalty: 3760.156250
	Iteration 38Q: 3 clusters Score -1.077457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -10774569.000000 Penalty: 3760.156250
	Iteration 39Q: 3 clusters Score -1.077457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -10774569.000000 Penalty: 3760.156250
	Iteration 40F: 3 clusters Score -1.077457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -10774570.000000 Penalty: 3760.156250
	Iteration 41Q: 3 clusters Score -1.077457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -10774569.000000 Penalty: 3760.156250
	Iteration 42Q: 3 clusters Score -1.077457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -10774570.000000 Penalty: 3760.156250
	Iteration 43Q: 3 clusters Score -1.077457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -10774570.000000 Penalty: 3760.156250
	Iteration 44F: 3 clusters Score -1.077457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 32952 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Entering Unmasked Estep 
Score: -54872240.000000 Penalty: 53749.394531
Splitting cluster 9 changes total score from -54840624.000000 to -54872240.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (76892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Entering Unmasked Estep 
Score: -8120024.500000 Penalty: 1828.150513
	Iteration 0F: 2 clusters Score -8120024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -8068918.000000 Penalty: 3656.301025
	Iteration 0F: 3 clusters Score -8068918 nChanged 36262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -8090164.000000 Penalty: 3656.301025
	Iteration 1F: 3 clusters Score -8090164 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -8091392.000000 Penalty: 3656.301025
	Iteration 2Q: 3 clusters Score -8091392 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -8092862.000000 Penalty: 3656.301025
	Iteration 3Q: 3 clusters Score -8092862 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -8095077.500000 Penalty: 3656.301025
	Iteration 4F: 3 clusters Score -8095078 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8097677.000000 Penalty: 3656.301025
	Iteration 5F: 3 clusters Score -8097677 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8100170.500000 Penalty: 3656.301025
	Iteration 6F: 3 clusters Score -8100170 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -8102294.500000 Penalty: 3656.301025
	Iteration 7F: 3 clusters Score -8102294 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8103859.000000 Penalty: 3656.301025
	Iteration 8Q: 3 clusters Score -8103859 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8105047.500000 Penalty: 3656.301025
	Iteration 9Q: 3 clusters Score -8105048 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -8105859.000000 Penalty: 3656.301025
	Iteration 10Q: 3 clusters Score -8105859 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -8106587.000000 Penalty: 3656.301025
	Iteration 11Q: 3 clusters Score -8106587 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -8107261.000000 Penalty: 3656.301025
	Iteration 12Q: 3 clusters Score -8107261 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -8107997.000000 Penalty: 3656.301025
	Iteration 13Q: 3 clusters Score -8107997 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -8108748.500000 Penalty: 3656.301025
	Iteration 14Q: 3 clusters Score -8108748 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -8109680.000000 Penalty: 3656.301025
	Iteration 15Q: 3 clusters Score -8109680 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -8110666.000000 Penalty: 3656.301025
	Iteration 16Q: 3 clusters Score -8110666 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8111777.000000 Penalty: 3656.301025
	Iteration 17Q: 3 clusters Score -8111777 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8112796.000000 Penalty: 3656.301025
	Iteration 18Q: 3 clusters Score -8112796 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8113916.500000 Penalty: 3656.301025
	Iteration 19Q: 3 clusters Score -8113916 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -8114961.500000 Penalty: 3656.301025
	Iteration 20F: 3 clusters Score -8114962 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 71034 members 
Entering Unmasked Estep 
Score: -8115826.500000 Penalty: 3656.301025
	Iteration 21Q: 3 clusters Score -8115826 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -8116556.000000 Penalty: 3656.301025
	Iteration 22Q: 3 clusters Score -8116556 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -8117101.000000 Penalty: 3656.301025
	Iteration 23Q: 3 clusters Score -8117101 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -8117502.000000 Penalty: 3656.301025
	Iteration 24Q: 3 clusters Score -8117502 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -8117762.000000 Penalty: 3656.301025
	Iteration 25Q: 3 clusters Score -8117762 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -8117980.500000 Penalty: 3656.301025
	Iteration 26Q: 3 clusters Score -8117980 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -8118107.500000 Penalty: 3656.301025
	Iteration 27Q: 3 clusters Score -8118108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -8118184.500000 Penalty: 3656.301025
	Iteration 28Q: 3 clusters Score -8118184 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -8118252.000000 Penalty: 3656.301025
	Iteration 29Q: 3 clusters Score -8118252 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -8118326.500000 Penalty: 3656.301025
	Iteration 30Q: 3 clusters Score -8118326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -8118385.000000 Penalty: 3656.301025
	Iteration 31Q: 3 clusters Score -8118385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -8118421.500000 Penalty: 3656.301025
	Iteration 32Q: 3 clusters Score -8118422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -8118464.000000 Penalty: 3656.301025
	Iteration 33Q: 3 clusters Score -8118464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -8118483.000000 Penalty: 3656.301025
	Iteration 34Q: 3 clusters Score -8118483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 76200 members 
Entering Unmasked Estep 
Score: -8118488.000000 Penalty: 3656.301025
	Iteration 35Q: 3 clusters Score -8118488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -8118502.000000 Penalty: 3656.301025
	Iteration 36Q: 3 clusters Score -8118502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -8118515.500000 Penalty: 3656.301025
	Iteration 37Q: 3 clusters Score -8118516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -8118514.500000 Penalty: 3656.301025
	Iteration 38Q: 3 clusters Score -8118514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -8118512.000000 Penalty: 3656.301025
	Iteration 39Q: 3 clusters Score -8118512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -8118522.000000 Penalty: 3656.301025
	Iteration 40F: 3 clusters Score -8118522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -8118529.000000 Penalty: 3656.301025
	Iteration 41Q: 3 clusters Score -8118529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -8118531.000000 Penalty: 3656.301025
	Iteration 42Q: 3 clusters Score -8118531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -8118537.000000 Penalty: 3656.301025
	Iteration 43Q: 3 clusters Score -8118537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -8118531.000000 Penalty: 3656.301025
	Iteration 44Q: 3 clusters Score -8118531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -8118535.500000 Penalty: 3656.301025
	Iteration 45Q: 3 clusters Score -8118536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -8118540.000000 Penalty: 3656.301025
	Iteration 46Q: 3 clusters Score -8118540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -8118540.500000 Penalty: 3656.301025
	Iteration 47Q: 3 clusters Score -8118540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -8118538.500000 Penalty: 3656.301025
	Iteration 48Q: 3 clusters Score -8118538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -8118543.500000 Penalty: 3656.301025
	Iteration 49Q: 3 clusters Score -8118544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -8118545.000000 Penalty: 3656.301025
	Iteration 50Q: 3 clusters Score -8118545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -8118546.500000 Penalty: 3656.301025
	Iteration 51Q: 3 clusters Score -8118546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -8118546.500000 Penalty: 3656.301025
	Iteration 52F: 3 clusters Score -8118546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Entering Unmasked Estep 
Score: -3297747.750000 Penalty: 1690.456177
	Iteration 0F: 2 clusters Score -3297748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3275790.750000 Penalty: 3380.912354
	Iteration 0F: 3 clusters Score -3275791 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3284658.250000 Penalty: 3380.912354
	Iteration 1F: 3 clusters Score -3284658 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3285634.000000 Penalty: 3380.912354
	Iteration 2F: 3 clusters Score -3285634 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3286878.000000 Penalty: 3380.912354
	Iteration 3F: 3 clusters Score -3286878 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3288431 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3290200 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3291876 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3293180 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3294160 nChanged 896
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3294974 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3295803 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3296396 nChanged 561
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3296739 nChanged 424
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Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3296930 nChanged 306
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Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3297050 nChanged 274
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Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3297142 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3297216 nChanged 192
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Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3297274 nChanged 169
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Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3297322 nChanged 157
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Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3297361.250000 Penalty: 3380.912354
	Iteration 19Q: 3 clusters Score -3297361 nChanged 151
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3297401 nChanged 152
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3297444 nChanged 130
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Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3297484 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3297515 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3297573 nChanged 149
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Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3297614 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3297661 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3297693 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3297733 nChanged 170
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3297768 nChanged 171
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Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3297830 nChanged 175
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3297874 nChanged 165
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3297921.500000 Penalty: 3380.912354
	Iteration 32Q: 3 clusters Score -3297922 nChanged 165
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Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3297978 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3298033 nChanged 172
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3298081 nChanged 156
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Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3298122 nChanged 146
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Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3298162 nChanged 130
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Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3298194 nChanged 125
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Mstep: Class 1 contains 6426 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3298209 nChanged 100
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Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3298308 nChanged 175
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Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3298390 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3298444.250000 Penalty: 3380.912354
	Iteration 42Q: 3 clusters Score -3298444 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3298496.000000 Penalty: 3380.912354
	Iteration 43Q: 3 clusters Score -3298496 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3298546 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3298613.250000 Penalty: 3380.912354
	Iteration 45Q: 3 clusters Score -3298613 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3298671.250000 Penalty: 3380.912354
	Iteration 46Q: 3 clusters Score -3298671 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3298711.250000 Penalty: 3380.912354
	Iteration 47Q: 3 clusters Score -3298711 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3298748.250000 Penalty: 3380.912354
	Iteration 48Q: 3 clusters Score -3298748 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3298781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3298796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3298826.500000 Penalty: 3380.912354
	Iteration 51Q: 3 clusters Score -3298826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3298824.000000 Penalty: 3380.912354
	Iteration 52Q: 3 clusters Score -3298824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3298831.500000 Penalty: 3380.912354
	Iteration 53Q: 3 clusters Score -3298832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3298840.750000 Penalty: 3380.912354
	Iteration 54Q: 3 clusters Score -3298841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3298845.500000 Penalty: 3380.912354
	Iteration 55Q: 3 clusters Score -3298846 nChanged 48
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Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3298841 nChanged 29
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Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3298846 nChanged 30
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Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3298842.000000 Penalty: 3380.912354
	Iteration 58Q: 3 clusters Score -3298842 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8448 members 
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Entering Unmasked Estep 
Score: -3298851.500000 Penalty: 3380.912354
	Iteration 59Q: 3 clusters Score -3298852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3298869.750000 Penalty: 3380.912354
	Iteration 60F: 3 clusters Score -3298870 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3298863.500000 Penalty: 3380.912354
	Iteration 61Q: 3 clusters Score -3298864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3298859.250000 Penalty: 3380.912354
	Iteration 62Q: 3 clusters Score -3298859 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3298862.500000 Penalty: 3380.912354
	Iteration 63Q: 3 clusters Score -3298862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3298864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3298856.000000 Penalty: 3380.912354
	Iteration 65Q: 3 clusters Score -3298856 nChanged 21
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Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3298852 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3298855.000000 Penalty: 3380.912354
	Iteration 67Q: 3 clusters Score -3298855 nChanged 12
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Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 24315 members 
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	Iteration 68Q: 3 clusters Score -3298852 nChanged 11
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Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3298866.750000 Penalty: 3380.912354
	Iteration 69Q: 3 clusters Score -3298867 nChanged 7
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Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3298870 nChanged 9
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Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3298867 nChanged 10
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3298869 nChanged 8
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Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3298870 nChanged 7
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Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3298870 nChanged 4
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Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 24259 members 
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	Iteration 75Q: 3 clusters Score -3298870 nChanged 7
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Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3298868 nChanged 6
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Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3298864.500000 Penalty: 3380.912354
	Iteration 77Q: 3 clusters Score -3298864 nChanged 4
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Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 24242 members 
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	Iteration 78Q: 3 clusters Score -3298864 nChanged 2
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Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 24240 members 
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	Iteration 79Q: 3 clusters Score -3298865 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3298868 nChanged 1
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Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 24237 members 
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	Iteration 81Q: 3 clusters Score -3298868 nChanged 1
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	Iteration 82Q: 3 clusters Score -3298867 nChanged 1
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Mstep: Class 1 contains 8717 members 
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	Iteration 83Q: 3 clusters Score -3298873 nChanged 2
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Mstep: Class 1 contains 8719 members 
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	Iteration 84Q: 3 clusters Score -3298870 nChanged 1
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Mstep: Class 1 contains 8720 members 
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	Iteration 85Q: 3 clusters Score -3298872 nChanged 2
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Mstep: Class 1 contains 8722 members 
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	Iteration 86Q: 3 clusters Score -3298870 nChanged 3
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Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 24227 members 
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	Iteration 87Q: 3 clusters Score -3298872 nChanged 4
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Mstep: Class 1 contains 8729 members 
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	Iteration 88Q: 3 clusters Score -3298873 nChanged 2
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Mstep: Class 1 contains 8731 members 
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	Iteration 89Q: 3 clusters Score -3298870 nChanged 2
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Mstep: Class 1 contains 8733 members 
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	Iteration 90Q: 3 clusters Score -3298871 nChanged 1
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	Iteration 91Q: 3 clusters Score -3298873 nChanged 1
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Mstep: Class 1 contains 8735 members 
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	Iteration 92Q: 3 clusters Score -3298873 nChanged 0
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	Iteration 93F: 3 clusters Score -3298873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Mstep: Class 26 contains 24217 members 
Entering Unmasked Estep 
Score: -54872692.000000 Penalty: 55899.371094
Splitting cluster 12 changes total score from -54840624.000000 to -54872692.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -493371.843750 Penalty: 1389.351318
	Iteration 0F: 2 clusters Score -493371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -489322.468750 Penalty: 2778.702637
	Iteration 0F: 3 clusters Score -489322.5 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -490519.531250 Penalty: 2778.702637
	Iteration 1F: 3 clusters Score -490519.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -490685.375000 Penalty: 2778.702637
	Iteration 2F: 3 clusters Score -490685.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -490804.031250 Penalty: 2778.702637
	Iteration 3Q: 3 clusters Score -490804 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -490901.500000 Penalty: 2778.702637
	Iteration 4Q: 3 clusters Score -490901.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -491012.125000 Penalty: 2778.702637
	Iteration 5Q: 3 clusters Score -491012.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -491175.781250 Penalty: 2778.702637
	Iteration 6Q: 3 clusters Score -491175.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -491371.562500 Penalty: 2778.702637
	Iteration 7F: 3 clusters Score -491371.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -491620.062500 Penalty: 2778.702637
	Iteration 8F: 3 clusters Score -491620.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -491927.250000 Penalty: 2778.702637
	Iteration 9F: 3 clusters Score -491927.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -492305.000000 Penalty: 2778.702637
	Iteration 10F: 3 clusters Score -492305 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -492630.812500 Penalty: 2778.702637
	Iteration 11F: 3 clusters Score -492630.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -492858.125000 Penalty: 2778.702637
	Iteration 12Q: 3 clusters Score -492858.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -493095.656250 Penalty: 2778.702637
	Iteration 13Q: 3 clusters Score -493095.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -493338.093750 Penalty: 2778.702637
	Iteration 14Q: 3 clusters Score -493338.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -493563.406250 Penalty: 2778.702637
	Iteration 15Q: 3 clusters Score -493563.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -493787.562500 Penalty: 2778.702637
	Iteration 16Q: 3 clusters Score -493787.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -493927.625000 Penalty: 2778.702637
	Iteration 17Q: 3 clusters Score -493927.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -494003.281250 Penalty: 2778.702637
	Iteration 18Q: 3 clusters Score -494003.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -494052.031250 Penalty: 2778.702637
	Iteration 19Q: 3 clusters Score -494052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -494084.375000 Penalty: 2778.702637
	Iteration 20F: 3 clusters Score -494084.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -494103.000000 Penalty: 2778.702637
	Iteration 21Q: 3 clusters Score -494103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -494110.343750 Penalty: 2778.702637
	Iteration 22Q: 3 clusters Score -494110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -494113.781250 Penalty: 2778.702637
	Iteration 23Q: 3 clusters Score -494113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -494117.312500 Penalty: 2778.702637
	Iteration 24Q: 3 clusters Score -494117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -494119.000000 Penalty: 2778.702637
	Iteration 25Q: 3 clusters Score -494119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -494121.375000 Penalty: 2778.702637
	Iteration 26Q: 3 clusters Score -494121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -494122.843750 Penalty: 2778.702637
	Iteration 27Q: 3 clusters Score -494122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -494125.062500 Penalty: 2778.702637
	Iteration 28Q: 3 clusters Score -494125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -494125.062500 Penalty: 2778.702637
	Iteration 29Q: 3 clusters Score -494125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -494125.062500 Penalty: 2778.702637
	Iteration 30F: 3 clusters Score -494125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 15314 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Mstep: Class 26 contains 24217 members 
Mstep: Class 27 contains 3580 members 
Entering Unmasked Estep 
Score: -54872708.000000 Penalty: 58049.347656
Splitting cluster 13 changes total score from -54840624.000000 to -54872708.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (15314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Entering Unmasked Estep 
Score: -1553588.375000 Penalty: 1565.934814
	Iteration 0F: 2 clusters Score -1553588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1542988.250000 Penalty: 3131.869629
	Iteration 0F: 3 clusters Score -1542988 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1547097.750000 Penalty: 3131.869629
	Iteration 1F: 3 clusters Score -1547098 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1547776.875000 Penalty: 3131.869629
	Iteration 2F: 3 clusters Score -1547777 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1548455.750000 Penalty: 3131.869629
	Iteration 3F: 3 clusters Score -1548456 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1549179.500000 Penalty: 3131.869629
	Iteration 4F: 3 clusters Score -1549180 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1549918.875000 Penalty: 3131.869629
	Iteration 5F: 3 clusters Score -1549919 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1550648.250000 Penalty: 3131.869629
	Iteration 6F: 3 clusters Score -1550648 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1551262.125000 Penalty: 3131.869629
	Iteration 7F: 3 clusters Score -1551262 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1551831.375000 Penalty: 3131.869629
	Iteration 8Q: 3 clusters Score -1551831 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1552310.250000 Penalty: 3131.869629
	Iteration 9Q: 3 clusters Score -1552310 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1552752.625000 Penalty: 3131.869629
	Iteration 10Q: 3 clusters Score -1552753 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1553197.625000 Penalty: 3131.869629
	Iteration 11Q: 3 clusters Score -1553198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1553532.375000 Penalty: 3131.869629
	Iteration 12Q: 3 clusters Score -1553532 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1553727.500000 Penalty: 3131.869629
	Iteration 13Q: 3 clusters Score -1553728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1553833.000000 Penalty: 3131.869629
	Iteration 14Q: 3 clusters Score -1553833 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1553879.875000 Penalty: 3131.869629
	Iteration 15Q: 3 clusters Score -1553880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1553899.125000 Penalty: 3131.869629
	Iteration 16Q: 3 clusters Score -1553899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1553907.875000 Penalty: 3131.869629
	Iteration 17Q: 3 clusters Score -1553908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1553911.000000 Penalty: 3131.869629
	Iteration 18Q: 3 clusters Score -1553911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1553914.375000 Penalty: 3131.869629
	Iteration 19Q: 3 clusters Score -1553914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1553912.750000 Penalty: 3131.869629
	Iteration 20F: 3 clusters Score -1553913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1553913.125000 Penalty: 3131.869629
	Iteration 21Q: 3 clusters Score -1553913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1553913.250000 Penalty: 3131.869629
	Iteration 22Q: 3 clusters Score -1553913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1553913.250000 Penalty: 3131.869629
	Iteration 23F: 3 clusters Score -1553913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Mstep: Class 26 contains 24217 members 
Mstep: Class 27 contains 3580 members 
Mstep: Class 28 contains 5077 members 
Entering Unmasked Estep 
Score: -54872284.000000 Penalty: 60199.324219
Splitting cluster 14 changes total score from -54840624.000000 to -54872284.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (17792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Entering Unmasked Estep 
Score: -1783748.125000 Penalty: 1590.306885
	Iteration 0F: 2 clusters Score -1783748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1771591.625000 Penalty: 3180.613770
	Iteration 0F: 3 clusters Score -1771592 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1776647.000000 Penalty: 3180.613770
	Iteration 1F: 3 clusters Score -1776647 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1777542.750000 Penalty: 3180.613770
	Iteration 2F: 3 clusters Score -1777543 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1778675.125000 Penalty: 3180.613770
	Iteration 3F: 3 clusters Score -1778675 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1779985.500000 Penalty: 3180.613770
	Iteration 4F: 3 clusters Score -1779986 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1781526.375000 Penalty: 3180.613770
	Iteration 5F: 3 clusters Score -1781526 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1782651.500000 Penalty: 3180.613770
	Iteration 6F: 3 clusters Score -1782652 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1783329.750000 Penalty: 3180.613770
	Iteration 7Q: 3 clusters Score -1783330 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1783739.375000 Penalty: 3180.613770
	Iteration 8Q: 3 clusters Score -1783739 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1784015.250000 Penalty: 3180.613770
	Iteration 9Q: 3 clusters Score -1784015 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1784280.875000 Penalty: 3180.613770
	Iteration 10Q: 3 clusters Score -1784281 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1784474.125000 Penalty: 3180.613770
	Iteration 11Q: 3 clusters Score -1784474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1784594.250000 Penalty: 3180.613770
	Iteration 12Q: 3 clusters Score -1784594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1784675.250000 Penalty: 3180.613770
	Iteration 13Q: 3 clusters Score -1784675 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1784734.750000 Penalty: 3180.613770
	Iteration 14Q: 3 clusters Score -1784735 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1784776.500000 Penalty: 3180.613770
	Iteration 15Q: 3 clusters Score -1784776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1784821.375000 Penalty: 3180.613770
	Iteration 16Q: 3 clusters Score -1784821 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1784850.875000 Penalty: 3180.613770
	Iteration 17Q: 3 clusters Score -1784851 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1784887.000000 Penalty: 3180.613770
	Iteration 18Q: 3 clusters Score -1784887 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1784904.500000 Penalty: 3180.613770
	Iteration 19Q: 3 clusters Score -1784904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1784927.000000 Penalty: 3180.613770
	Iteration 20F: 3 clusters Score -1784927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1784940.500000 Penalty: 3180.613770
	Iteration 21Q: 3 clusters Score -1784940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1784968.375000 Penalty: 3180.613770
	Iteration 22Q: 3 clusters Score -1784968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1784982.875000 Penalty: 3180.613770
	Iteration 23Q: 3 clusters Score -1784983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1784995.625000 Penalty: 3180.613770
	Iteration 24Q: 3 clusters Score -1784996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1785012.625000 Penalty: 3180.613770
	Iteration 25Q: 3 clusters Score -1785013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1785019.875000 Penalty: 3180.613770
	Iteration 26Q: 3 clusters Score -1785020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1785032.750000 Penalty: 3180.613770
	Iteration 27Q: 3 clusters Score -1785033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1785047.375000 Penalty: 3180.613770
	Iteration 28Q: 3 clusters Score -1785047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1785046.000000 Penalty: 3180.613770
	Iteration 29Q: 3 clusters Score -1785046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1785045.250000 Penalty: 3180.613770
	Iteration 30Q: 3 clusters Score -1785045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1785057.375000 Penalty: 3180.613770
	Iteration 31Q: 3 clusters Score -1785057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1785061.250000 Penalty: 3180.613770
	Iteration 32Q: 3 clusters Score -1785061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1785064.500000 Penalty: 3180.613770
	Iteration 33Q: 3 clusters Score -1785064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1785065.625000 Penalty: 3180.613770
	Iteration 34Q: 3 clusters Score -1785066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1785066.000000 Penalty: 3180.613770
	Iteration 35Q: 3 clusters Score -1785066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1785073.500000 Penalty: 3180.613770
	Iteration 36Q: 3 clusters Score -1785074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1785072.750000 Penalty: 3180.613770
	Iteration 37Q: 3 clusters Score -1785073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1785080.500000 Penalty: 3180.613770
	Iteration 38Q: 3 clusters Score -1785080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1785083.375000 Penalty: 3180.613770
	Iteration 39Q: 3 clusters Score -1785083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1785082.500000 Penalty: 3180.613770
	Iteration 40F: 3 clusters Score -1785082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1785080.375000 Penalty: 3180.613770
	Iteration 41Q: 3 clusters Score -1785080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1785080.125000 Penalty: 3180.613770
	Iteration 42Q: 3 clusters Score -1785080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1785084.375000 Penalty: 3180.613770
	Iteration 43Q: 3 clusters Score -1785084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1785084.125000 Penalty: 3180.613770
	Iteration 44Q: 3 clusters Score -1785084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1785083.875000 Penalty: 3180.613770
	Iteration 45Q: 3 clusters Score -1785084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1785081.125000 Penalty: 3180.613770
	Iteration 46Q: 3 clusters Score -1785081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1785083.625000 Penalty: 3180.613770
	Iteration 47Q: 3 clusters Score -1785084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1785082.250000 Penalty: 3180.613770
	Iteration 48Q: 3 clusters Score -1785082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1785082.250000 Penalty: 3180.613770
	Iteration 49Q: 3 clusters Score -1785082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1785083.500000 Penalty: 3180.613770
	Iteration 50Q: 3 clusters Score -1785084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1785082.750000 Penalty: 3180.613770
	Iteration 51Q: 3 clusters Score -1785083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1785082.750000 Penalty: 3180.613770
	Iteration 52F: 3 clusters Score -1785083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 16404 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Mstep: Class 26 contains 24217 members 
Mstep: Class 27 contains 3580 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 8217 members 
Entering Unmasked Estep 
Score: -54872844.000000 Penalty: 62349.296875
Splitting cluster 16 changes total score from -54840624.000000 to -54872844.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (16404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Entering Unmasked Estep 
Score: -1673230.000000 Penalty: 1577.108032
	Iteration 0F: 2 clusters Score -1673230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1661921.125000 Penalty: 3154.216064
	Iteration 0F: 3 clusters Score -1661921 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1666067.250000 Penalty: 3154.216064
	Iteration 1F: 3 clusters Score -1666067 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1666518.125000 Penalty: 3154.216064
	Iteration 2F: 3 clusters Score -1666518 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1667078.375000 Penalty: 3154.216064
	Iteration 3F: 3 clusters Score -1667078 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1667833.500000 Penalty: 3154.216064
	Iteration 4F: 3 clusters Score -1667834 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1668673.000000 Penalty: 3154.216064
	Iteration 5F: 3 clusters Score -1668673 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1669479.875000 Penalty: 3154.216064
	Iteration 6F: 3 clusters Score -1669480 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1670086.750000 Penalty: 3154.216064
	Iteration 7F: 3 clusters Score -1670087 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1670512.625000 Penalty: 3154.216064
	Iteration 8F: 3 clusters Score -1670513 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1670814.000000 Penalty: 3154.216064
	Iteration 9Q: 3 clusters Score -1670814 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1671072.750000 Penalty: 3154.216064
	Iteration 10Q: 3 clusters Score -1671073 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1671325.750000 Penalty: 3154.216064
	Iteration 11Q: 3 clusters Score -1671326 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1671689.500000 Penalty: 3154.216064
	Iteration 12Q: 3 clusters Score -1671690 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1672157.125000 Penalty: 3154.216064
	Iteration 13Q: 3 clusters Score -1672157 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1672642.500000 Penalty: 3154.216064
	Iteration 14Q: 3 clusters Score -1672642 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1673076.000000 Penalty: 3154.216064
	Iteration 15Q: 3 clusters Score -1673076 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1673318.250000 Penalty: 3154.216064
	Iteration 16Q: 3 clusters Score -1673318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1673436.125000 Penalty: 3154.216064
	Iteration 17Q: 3 clusters Score -1673436 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1673511.625000 Penalty: 3154.216064
	Iteration 18Q: 3 clusters Score -1673512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1673559.250000 Penalty: 3154.216064
	Iteration 19Q: 3 clusters Score -1673559 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1673585.875000 Penalty: 3154.216064
	Iteration 20F: 3 clusters Score -1673586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1673599.125000 Penalty: 3154.216064
	Iteration 21Q: 3 clusters Score -1673599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1673613.000000 Penalty: 3154.216064
	Iteration 22Q: 3 clusters Score -1673613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1673626.375000 Penalty: 3154.216064
	Iteration 23Q: 3 clusters Score -1673626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1673642.125000 Penalty: 3154.216064
	Iteration 24Q: 3 clusters Score -1673642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1673646.000000 Penalty: 3154.216064
	Iteration 25Q: 3 clusters Score -1673646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1673645.750000 Penalty: 3154.216064
	Iteration 26Q: 3 clusters Score -1673646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1673650.125000 Penalty: 3154.216064
	Iteration 27Q: 3 clusters Score -1673650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1673653.375000 Penalty: 3154.216064
	Iteration 28Q: 3 clusters Score -1673653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1673654.375000 Penalty: 3154.216064
	Iteration 29Q: 3 clusters Score -1673654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1673659.875000 Penalty: 3154.216064
	Iteration 30Q: 3 clusters Score -1673660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1673661.625000 Penalty: 3154.216064
	Iteration 31Q: 3 clusters Score -1673662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1673662.750000 Penalty: 3154.216064
	Iteration 32Q: 3 clusters Score -1673663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1673662.625000 Penalty: 3154.216064
	Iteration 33Q: 3 clusters Score -1673663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1673665.125000 Penalty: 3154.216064
	Iteration 34Q: 3 clusters Score -1673665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1673668.250000 Penalty: 3154.216064
	Iteration 35Q: 3 clusters Score -1673668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1673669.125000 Penalty: 3154.216064
	Iteration 36Q: 3 clusters Score -1673669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1673666.875000 Penalty: 3154.216064
	Iteration 37Q: 3 clusters Score -1673667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1673666.500000 Penalty: 3154.216064
	Iteration 38Q: 3 clusters Score -1673666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1673666.500000 Penalty: 3154.216064
	Iteration 39F: 3 clusters Score -1673666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Mstep: Class 26 contains 24217 members 
Mstep: Class 27 contains 3580 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 8217 members 
Mstep: Class 30 contains 7461 members 
Entering Unmasked Estep 
Score: -54872664.000000 Penalty: 64499.273438
Splitting cluster 17 changes total score from -54840624.000000 to -54872664.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (22836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Entering Unmasked Estep 
Score: -2247494.250000 Penalty: 1630.865234
	Iteration 0F: 2 clusters Score -2247494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2232033.500000 Penalty: 3261.730469
	Iteration 0F: 3 clusters Score -2232034 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2237977.000000 Penalty: 3261.730469
	Iteration 1F: 3 clusters Score -2237977 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2238639.750000 Penalty: 3261.730469
	Iteration 2F: 3 clusters Score -2238640 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2239316.250000 Penalty: 3261.730469
	Iteration 3F: 3 clusters Score -2239316 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2240114.000000 Penalty: 3261.730469
	Iteration 4F: 3 clusters Score -2240114 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2241062.500000 Penalty: 3261.730469
	Iteration 5F: 3 clusters Score -2241062 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2242411.250000 Penalty: 3261.730469
	Iteration 6F: 3 clusters Score -2242411 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2244080.250000 Penalty: 3261.730469
	Iteration 7F: 3 clusters Score -2244080 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2245102.000000 Penalty: 3261.730469
	Iteration 8F: 3 clusters Score -2245102 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2245794.500000 Penalty: 3261.730469
	Iteration 9F: 3 clusters Score -2245794 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2246358.250000 Penalty: 3261.730469
	Iteration 10Q: 3 clusters Score -2246358 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2246812.500000 Penalty: 3261.730469
	Iteration 11Q: 3 clusters Score -2246812 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2247183.250000 Penalty: 3261.730469
	Iteration 12Q: 3 clusters Score -2247183 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2247542.000000 Penalty: 3261.730469
	Iteration 13Q: 3 clusters Score -2247542 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2247839.500000 Penalty: 3261.730469
	Iteration 14Q: 3 clusters Score -2247840 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2248051.250000 Penalty: 3261.730469
	Iteration 15Q: 3 clusters Score -2248051 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2248254.250000 Penalty: 3261.730469
	Iteration 16Q: 3 clusters Score -2248254 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2248459.750000 Penalty: 3261.730469
	Iteration 17Q: 3 clusters Score -2248460 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2248624.250000 Penalty: 3261.730469
	Iteration 18Q: 3 clusters Score -2248624 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2248765.250000 Penalty: 3261.730469
	Iteration 19Q: 3 clusters Score -2248765 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2248912.250000 Penalty: 3261.730469
	Iteration 20F: 3 clusters Score -2248912 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2249034.500000 Penalty: 3261.730469
	Iteration 21Q: 3 clusters Score -2249034 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2249170.250000 Penalty: 3261.730469
	Iteration 22Q: 3 clusters Score -2249170 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2249300.000000 Penalty: 3261.730469
	Iteration 23Q: 3 clusters Score -2249300 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2249404.000000 Penalty: 3261.730469
	Iteration 24Q: 3 clusters Score -2249404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2249476.750000 Penalty: 3261.730469
	Iteration 25Q: 3 clusters Score -2249477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2249515.750000 Penalty: 3261.730469
	Iteration 26Q: 3 clusters Score -2249516 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2249533.500000 Penalty: 3261.730469
	Iteration 27Q: 3 clusters Score -2249534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2249554.000000 Penalty: 3261.730469
	Iteration 28Q: 3 clusters Score -2249554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2249567.750000 Penalty: 3261.730469
	Iteration 29Q: 3 clusters Score -2249568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2249580.750000 Penalty: 3261.730469
	Iteration 30Q: 3 clusters Score -2249581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2249584.000000 Penalty: 3261.730469
	Iteration 31Q: 3 clusters Score -2249584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2249591.750000 Penalty: 3261.730469
	Iteration 32Q: 3 clusters Score -2249592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2249589.500000 Penalty: 3261.730469
	Iteration 33Q: 3 clusters Score -2249590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2249593.250000 Penalty: 3261.730469
	Iteration 34Q: 3 clusters Score -2249593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2249593.250000 Penalty: 3261.730469
	Iteration 35Q: 3 clusters Score -2249593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2249593.500000 Penalty: 3261.730469
	Iteration 36Q: 3 clusters Score -2249594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2249587.000000 Penalty: 3261.730469
	Iteration 37Q: 3 clusters Score -2249587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2249587.750000 Penalty: 3261.730469
	Iteration 38Q: 3 clusters Score -2249588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2249585.000000 Penalty: 3261.730469
	Iteration 39Q: 3 clusters Score -2249585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2249585.500000 Penalty: 3261.730469
	Iteration 40F: 3 clusters Score -2249586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2249586.250000 Penalty: 3261.730469
	Iteration 41Q: 3 clusters Score -2249586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2249586.250000 Penalty: 3261.730469
	Iteration 42F: 3 clusters Score -2249586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 11 contains 49861 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 17915 members 
Mstep: Class 20 contains 118390 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 6886 members 
Mstep: Class 25 contains 65409 members 
Mstep: Class 26 contains 24217 members 
Mstep: Class 27 contains 3580 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 8217 members 
Mstep: Class 30 contains 7461 members 
Mstep: Class 31 contains 4921 members 
Entering Unmasked Estep 
Score: -54874064.000000 Penalty: 66649.250000
Splitting cluster 19 changes total score from -54840624.000000 to -54874064.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (118390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Entering Unmasked Estep 
Score: -12158794.000000 Penalty: 1898.282715
	Iteration 0F: 2 clusters Score -1.215879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -12081528.000000 Penalty: 3796.565430
	Iteration 0F: 3 clusters Score -1.208153e+07 nChanged 56759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -12115366.000000 Penalty: 3796.565430
	Iteration 1F: 3 clusters Score -1.211537e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -12117206.000000 Penalty: 3796.565430
	Iteration 2Q: 3 clusters Score -1.211721e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -12120122.000000 Penalty: 3796.565430
	Iteration 3F: 3 clusters Score -1.212012e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -12124656.000000 Penalty: 3796.565430
	Iteration 4F: 3 clusters Score -1.212466e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -12130904.000000 Penalty: 3796.565430
	Iteration 5F: 3 clusters Score -1.21309e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -12138058.000000 Penalty: 3796.565430
	Iteration 6F: 3 clusters Score -1.213806e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -12144573.000000 Penalty: 3796.565430
	Iteration 7F: 3 clusters Score -1.214457e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -12149691.000000 Penalty: 3796.565430
	Iteration 8F: 3 clusters Score -1.214969e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -12153233.000000 Penalty: 3796.565430
	Iteration 9Q: 3 clusters Score -1.215323e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -12155372.000000 Penalty: 3796.565430
	Iteration 10Q: 3 clusters Score -1.215537e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12156556.000000 Penalty: 3796.565430
	Iteration 11Q: 3 clusters Score -1.215656e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117380 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12157126.000000 Penalty: 3796.565430
	Iteration 12Q: 3 clusters Score -1.215713e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12157471.000000 Penalty: 3796.565430
	Iteration 13Q: 3 clusters Score -1.215747e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117758 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12157607.000000 Penalty: 3796.565430
	Iteration 14Q: 3 clusters Score -1.215761e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12157659.000000 Penalty: 3796.565430
	Iteration 15Q: 3 clusters Score -1.215766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12157680.000000 Penalty: 3796.565430
	Iteration 16Q: 3 clusters Score -1.215768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12157689.000000 Penalty: 3796.565430
	Iteration 17Q: 3 clusters Score -1.215769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12157712.000000 Penalty: 3796.565430
	Iteration 18Q: 3 clusters Score -1.215771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117868 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12157718.000000 Penalty: 3796.565430
	Iteration 19Q: 3 clusters Score -1.215772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12157731.000000 Penalty: 3796.565430
	Iteration 20F: 3 clusters Score -1.215773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12157715.000000 Penalty: 3796.565430
	Iteration 21Q: 3 clusters Score -1.215772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12157716.000000 Penalty: 3796.565430
	Iteration 22Q: 3 clusters Score -1.215772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12157730.000000 Penalty: 3796.565430
	Iteration 23Q: 3 clusters Score -1.215773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12157737.000000 Penalty: 3796.565430
	Iteration 24Q: 3 clusters Score -1.215774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12157737.000000 Penalty: 3796.565430
	Iteration 25F: 3 clusters Score -1.215774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 40434 members 
Mstep: Class 10 contains 76892 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 19 contains 17915 members 
Mstep: Class 20 contains 118390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54888748.000000 Penalty: 66649.250000
Iteration 39Q: 32 clusters Score -5.488875e+07 nChanged 20700
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8190 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 6107 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 28708 members 
Mstep: Class 7 contains 6924 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 40998 members 
Mstep: Class 10 contains 76820 members 
Mstep: Class 11 contains 48816 members 
Mstep: Class 12 contains 9301 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 10548 members 
Mstep: Class 15 contains 6781 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 9517 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 18028 members 
Mstep: Class 20 contains 118409 members 
Mstep: Class 21 contains 9339 members 
Mstep: Class 22 contains 4039 members 
Mstep: Class 23 contains 6377 members 
Mstep: Class 24 contains 6723 members 
Mstep: Class 25 contains 63496 members 
Mstep: Class 26 contains 23462 members 
Mstep: Class 27 contains 3521 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 7868 members 
Mstep: Class 30 contains 7378 members 
Mstep: Class 31 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54899848.000000 Penalty: 66649.250000
Iteration 40F: 32 clusters Score -5.489985e+07 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 7010 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 41308 members 
Mstep: Class 10 contains 76752 members 
Mstep: Class 11 contains 48951 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 7023 members 
Mstep: Class 16 contains 9207 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 17657 members 
Mstep: Class 20 contains 117139 members 
Mstep: Class 21 contains 9219 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 6381 members 
Mstep: Class 24 contains 7107 members 
Mstep: Class 25 contains 63671 members 
Mstep: Class 26 contains 23358 members 
Mstep: Class 27 contains 3826 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 7942 members 
Mstep: Class 30 contains 7438 members 
Mstep: Class 31 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54903552.000000 Penalty: 66649.250000
Iteration 41Q: 32 clusters Score -5.490355e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 29131 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 2056 members 
Mstep: Class 9 contains 41637 members 
Mstep: Class 10 contains 76719 members 
Mstep: Class 11 contains 49056 members 
Mstep: Class 12 contains 9756 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 9831 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 17403 members 
Mstep: Class 20 contains 116065 members 
Mstep: Class 21 contains 9125 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 7341 members 
Mstep: Class 25 contains 63760 members 
Mstep: Class 26 contains 23201 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 7935 members 
Mstep: Class 30 contains 7495 members 
Mstep: Class 31 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54905200.000000 Penalty: 66649.250000
Iteration 42Q: 32 clusters Score -5.49052e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 1480 members 
Mstep: Class 4 contains 6086 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 29341 members 
Mstep: Class 7 contains 7111 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 42006 members 
Mstep: Class 10 contains 76707 members 
Mstep: Class 11 contains 49128 members 
Mstep: Class 12 contains 9976 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 16 contains 8775 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 115044 members 
Mstep: Class 21 contains 9069 members 
Mstep: Class 22 contains 4276 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 63853 members 
Mstep: Class 26 contains 23068 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 7533 members 
Mstep: Class 31 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54906260.000000 Penalty: 66649.250000
Iteration 43Q: 32 clusters Score -5.490626e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 29544 members 
Mstep: Class 7 contains 7139 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 42345 members 
Mstep: Class 10 contains 76708 members 
Mstep: Class 11 contains 49180 members 
Mstep: Class 12 contains 10173 members 
Mstep: Class 13 contains 1701 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 8618 members 
Mstep: Class 17 contains 10054 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 17086 members 
Mstep: Class 20 contains 114124 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 7494 members 
Mstep: Class 25 contains 63938 members 
Mstep: Class 26 contains 22922 members 
Mstep: Class 27 contains 4426 members 
Mstep: Class 28 contains 4647 members 
Mstep: Class 29 contains 7877 members 
Mstep: Class 30 contains 7572 members 
Mstep: Class 31 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907072.000000 Penalty: 66649.250000
Iteration 44Q: 32 clusters Score -5.490707e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8380 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 6109 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 29701 members 
Mstep: Class 7 contains 7160 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 42695 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 49196 members 
Mstep: Class 12 contains 10336 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 14 contains 10112 members 
Mstep: Class 15 contains 7359 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 10139 members 
Mstep: Class 18 contains 2859 members 
Mstep: Class 19 contains 17019 members 
Mstep: Class 20 contains 113286 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 7501 members 
Mstep: Class 25 contains 64017 members 
Mstep: Class 26 contains 22758 members 
Mstep: Class 27 contains 4583 members 
Mstep: Class 28 contains 4610 members 
Mstep: Class 29 contains 7857 members 
Mstep: Class 30 contains 7606 members 
Mstep: Class 31 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907736.000000 Penalty: 66649.250000
Iteration 45Q: 32 clusters Score -5.490774e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 6121 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 29830 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 42988 members 
Mstep: Class 10 contains 76725 members 
Mstep: Class 11 contains 49212 members 
Mstep: Class 12 contains 10495 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 10220 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 16962 members 
Mstep: Class 20 contains 112565 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 7484 members 
Mstep: Class 25 contains 64092 members 
Mstep: Class 26 contains 22614 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 4581 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 7624 members 
Mstep: Class 31 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908480.000000 Penalty: 66649.250000
Iteration 46Q: 32 clusters Score -5.490848e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 6139 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 29970 members 
Mstep: Class 7 contains 7188 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 43323 members 
Mstep: Class 10 contains 76734 members 
Mstep: Class 11 contains 49246 members 
Mstep: Class 12 contains 10633 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 14 contains 10089 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 8341 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 2869 members 
Mstep: Class 19 contains 16917 members 
Mstep: Class 20 contains 111869 members 
Mstep: Class 21 contains 8940 members 
Mstep: Class 22 contains 4323 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 7484 members 
Mstep: Class 25 contains 64147 members 
Mstep: Class 26 contains 22505 members 
Mstep: Class 27 contains 4835 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 7793 members 
Mstep: Class 30 contains 7652 members 
Mstep: Class 31 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908860.000000 Penalty: 66649.250000
Iteration 47Q: 32 clusters Score -5.490886e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 6157 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 30097 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 43640 members 
Mstep: Class 10 contains 76734 members 
Mstep: Class 11 contains 49283 members 
Mstep: Class 12 contains 10753 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 16884 members 
Mstep: Class 20 contains 111254 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 7480 members 
Mstep: Class 25 contains 64194 members 
Mstep: Class 26 contains 22386 members 
Mstep: Class 27 contains 4917 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 7788 members 
Mstep: Class 30 contains 7671 members 
Mstep: Class 31 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908964.000000 Penalty: 66649.250000
Iteration 48Q: 32 clusters Score -5.490896e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8462 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 6169 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 30221 members 
Mstep: Class 7 contains 7186 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 43940 members 
Mstep: Class 10 contains 76722 members 
Mstep: Class 11 contains 49322 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 10063 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 16 contains 8213 members 
Mstep: Class 17 contains 10465 members 
Mstep: Class 18 contains 2869 members 
Mstep: Class 19 contains 16869 members 
Mstep: Class 20 contains 110706 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 7465 members 
Mstep: Class 25 contains 64230 members 
Mstep: Class 26 contains 22246 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 7769 members 
Mstep: Class 30 contains 7696 members 
Mstep: Class 31 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909052.000000 Penalty: 66649.250000
Iteration 49Q: 32 clusters Score -5.490905e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 6190 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 30287 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 44246 members 
Mstep: Class 10 contains 76715 members 
Mstep: Class 11 contains 49341 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 17 contains 10525 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 16844 members 
Mstep: Class 20 contains 110189 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 4345 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 7446 members 
Mstep: Class 25 contains 64276 members 
Mstep: Class 26 contains 22108 members 
Mstep: Class 27 contains 5093 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 7745 members 
Mstep: Class 30 contains 7724 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909008.000000 Penalty: 66649.250000
Iteration 50Q: 32 clusters Score -5.490901e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8497 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 6212 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 30353 members 
Mstep: Class 7 contains 7170 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 44516 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 49361 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 1763 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 7490 members 
Mstep: Class 16 contains 8125 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 16821 members 
Mstep: Class 20 contains 109717 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 6342 members 
Mstep: Class 24 contains 7443 members 
Mstep: Class 25 contains 64318 members 
Mstep: Class 26 contains 21975 members 
Mstep: Class 27 contains 5167 members 
Mstep: Class 28 contains 4422 members 
Mstep: Class 29 contains 7735 members 
Mstep: Class 30 contains 7742 members 
Mstep: Class 31 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909424.000000 Penalty: 66649.250000
Iteration 51Q: 32 clusters Score -5.490942e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8498 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 6232 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 30425 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 44753 members 
Mstep: Class 10 contains 76707 members 
Mstep: Class 11 contains 49389 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 10012 members 
Mstep: Class 15 contains 7502 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 10654 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 16792 members 
Mstep: Class 20 contains 109297 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 4356 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 7427 members 
Mstep: Class 25 contains 64360 members 
Mstep: Class 26 contains 21830 members 
Mstep: Class 27 contains 5247 members 
Mstep: Class 28 contains 4405 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 7762 members 
Mstep: Class 31 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909604.000000 Penalty: 66649.250000
Iteration 52Q: 32 clusters Score -5.49096e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8500 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 6255 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 30485 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 44968 members 
Mstep: Class 10 contains 76704 members 
Mstep: Class 11 contains 49422 members 
Mstep: Class 12 contains 11305 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 9989 members 
Mstep: Class 15 contains 7507 members 
Mstep: Class 16 contains 8059 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 16761 members 
Mstep: Class 20 contains 108915 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 4362 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 7409 members 
Mstep: Class 25 contains 64399 members 
Mstep: Class 26 contains 21718 members 
Mstep: Class 27 contains 5337 members 
Mstep: Class 28 contains 4395 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 7778 members 
Mstep: Class 31 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909964.000000 Penalty: 66649.250000
Iteration 53Q: 32 clusters Score -5.490996e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8507 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 6283 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 30570 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 45166 members 
Mstep: Class 10 contains 76697 members 
Mstep: Class 11 contains 49439 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 9970 members 
Mstep: Class 15 contains 7512 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 18 contains 2871 members 
Mstep: Class 19 contains 16729 members 
Mstep: Class 20 contains 108562 members 
Mstep: Class 21 contains 9088 members 
Mstep: Class 22 contains 4369 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 7389 members 
Mstep: Class 25 contains 64417 members 
Mstep: Class 26 contains 21622 members 
Mstep: Class 27 contains 5423 members 
Mstep: Class 28 contains 4376 members 
Mstep: Class 29 contains 7705 members 
Mstep: Class 30 contains 7790 members 
Mstep: Class 31 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910376.000000 Penalty: 66649.250000
Iteration 54Q: 32 clusters Score -5.491038e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 7139 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 45329 members 
Mstep: Class 10 contains 76693 members 
Mstep: Class 11 contains 49449 members 
Mstep: Class 12 contains 11455 members 
Mstep: Class 13 contains 1793 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 7513 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 10812 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 16684 members 
Mstep: Class 20 contains 108250 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 6353 members 
Mstep: Class 24 contains 7368 members 
Mstep: Class 25 contains 64467 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 5488 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 7686 members 
Mstep: Class 30 contains 7808 members 
Mstep: Class 31 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910528.000000 Penalty: 66649.250000
Iteration 55Q: 32 clusters Score -5.491053e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 30653 members 
Mstep: Class 7 contains 7126 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 45490 members 
Mstep: Class 10 contains 76692 members 
Mstep: Class 11 contains 49472 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 7516 members 
Mstep: Class 16 contains 7947 members 
Mstep: Class 17 contains 10859 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 16643 members 
Mstep: Class 20 contains 107963 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 7359 members 
Mstep: Class 25 contains 64512 members 
Mstep: Class 26 contains 21456 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 4365 members 
Mstep: Class 29 contains 7656 members 
Mstep: Class 30 contains 7823 members 
Mstep: Class 31 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910624.000000 Penalty: 66649.250000
Iteration 56Q: 32 clusters Score -5.491062e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 30688 members 
Mstep: Class 7 contains 7114 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 45650 members 
Mstep: Class 10 contains 76688 members 
Mstep: Class 11 contains 49481 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 17 contains 10901 members 
Mstep: Class 18 contains 2869 members 
Mstep: Class 19 contains 16623 members 
Mstep: Class 20 contains 107700 members 
Mstep: Class 21 contains 9241 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 7357 members 
Mstep: Class 25 contains 64533 members 
Mstep: Class 26 contains 21370 members 
Mstep: Class 27 contains 5591 members 
Mstep: Class 28 contains 4362 members 
Mstep: Class 29 contains 7628 members 
Mstep: Class 30 contains 7828 members 
Mstep: Class 31 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54910824.000000 Penalty: 66649.250000
Iteration 57Q: 32 clusters Score -5.491082e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8547 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 6389 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 30718 members 
Mstep: Class 7 contains 7105 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 45797 members 
Mstep: Class 10 contains 76687 members 
Mstep: Class 11 contains 49490 members 
Mstep: Class 12 contains 11549 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 7532 members 
Mstep: Class 16 contains 7889 members 
Mstep: Class 17 contains 10934 members 
Mstep: Class 18 contains 2863 members 
Mstep: Class 19 contains 16594 members 
Mstep: Class 20 contains 107438 members 
Mstep: Class 21 contains 9313 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 7344 members 
Mstep: Class 25 contains 64583 members 
Mstep: Class 26 contains 21303 members 
Mstep: Class 27 contains 5650 members 
Mstep: Class 28 contains 4356 members 
Mstep: Class 29 contains 7589 members 
Mstep: Class 30 contains 7831 members 
Mstep: Class 31 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911128.000000 Penalty: 66649.250000
Iteration 58Q: 32 clusters Score -5.491113e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8545 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 6400 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 30742 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 45930 members 
Mstep: Class 10 contains 76685 members 
Mstep: Class 11 contains 49494 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 10956 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 16579 members 
Mstep: Class 20 contains 107208 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 7334 members 
Mstep: Class 25 contains 64611 members 
Mstep: Class 26 contains 21251 members 
Mstep: Class 27 contains 5716 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 7568 members 
Mstep: Class 30 contains 7840 members 
Mstep: Class 31 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911024.000000 Penalty: 66649.250000
Iteration 59Q: 32 clusters Score -5.491102e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8549 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 30776 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 46058 members 
Mstep: Class 10 contains 76676 members 
Mstep: Class 11 contains 49497 members 
Mstep: Class 12 contains 11573 members 
Mstep: Class 13 contains 1823 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 7853 members 
Mstep: Class 17 contains 10976 members 
Mstep: Class 18 contains 2869 members 
Mstep: Class 19 contains 16556 members 
Mstep: Class 20 contains 106991 members 
Mstep: Class 21 contains 9403 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 7320 members 
Mstep: Class 25 contains 64637 members 
Mstep: Class 26 contains 21208 members 
Mstep: Class 27 contains 5776 members 
Mstep: Class 28 contains 4338 members 
Mstep: Class 29 contains 7540 members 
Mstep: Class 30 contains 7850 members 
Mstep: Class 31 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911036.000000 Penalty: 66649.250000
Iteration 60F: 32 clusters Score -5.491104e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 6417 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 30793 members 
Mstep: Class 7 contains 7076 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 46169 members 
Mstep: Class 10 contains 76673 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 7840 members 
Mstep: Class 17 contains 11002 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 16525 members 
Mstep: Class 20 contains 106796 members 
Mstep: Class 21 contains 9431 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 6370 members 
Mstep: Class 24 contains 7307 members 
Mstep: Class 25 contains 64666 members 
Mstep: Class 26 contains 21119 members 
Mstep: Class 27 contains 5852 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 7526 members 
Mstep: Class 30 contains 7868 members 
Mstep: Class 31 contains 3679 members 
Entering Unmasked Estep 
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Iteration 61Q: 32 clusters Score -5.49112e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8561 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 6418 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 30808 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 46254 members 
Mstep: Class 10 contains 76668 members 
Mstep: Class 11 contains 49501 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 7553 members 
Mstep: Class 16 contains 7835 members 
Mstep: Class 17 contains 11015 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 16513 members 
Mstep: Class 20 contains 106647 members 
Mstep: Class 21 contains 9463 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 7292 members 
Mstep: Class 25 contains 64683 members 
Mstep: Class 26 contains 21036 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 7510 members 
Mstep: Class 30 contains 7890 members 
Mstep: Class 31 contains 3678 members 
Entering Unmasked Estep 
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Iteration 62Q: 32 clusters Score -5.49113e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 30828 members 
Mstep: Class 7 contains 7058 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 46345 members 
Mstep: Class 10 contains 76668 members 
Mstep: Class 11 contains 49515 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 9898 members 
Mstep: Class 15 contains 7554 members 
Mstep: Class 16 contains 7825 members 
Mstep: Class 17 contains 11032 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 16506 members 
Mstep: Class 20 contains 106481 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 6392 members 
Mstep: Class 24 contains 7267 members 
Mstep: Class 25 contains 64699 members 
Mstep: Class 26 contains 20967 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 7910 members 
Mstep: Class 31 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 32 clusters Score -5.49114e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 30843 members 
Mstep: Class 7 contains 7052 members 
Mstep: Class 8 contains 2350 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 76667 members 
Mstep: Class 11 contains 49527 members 
Mstep: Class 12 contains 11649 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 7557 members 
Mstep: Class 16 contains 7814 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 16500 members 
Mstep: Class 20 contains 106327 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 6398 members 
Mstep: Class 24 contains 7250 members 
Mstep: Class 25 contains 64716 members 
Mstep: Class 26 contains 20903 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 7468 members 
Mstep: Class 30 contains 7925 members 
Mstep: Class 31 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911440.000000 Penalty: 66649.250000
Iteration 64Q: 32 clusters Score -5.491144e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 30849 members 
Mstep: Class 7 contains 7052 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 46489 members 
Mstep: Class 10 contains 76668 members 
Mstep: Class 11 contains 49540 members 
Mstep: Class 12 contains 11655 members 
Mstep: Class 13 contains 1837 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 7563 members 
Mstep: Class 16 contains 7805 members 
Mstep: Class 17 contains 11046 members 
Mstep: Class 18 contains 2871 members 
Mstep: Class 19 contains 16494 members 
Mstep: Class 20 contains 106190 members 
Mstep: Class 21 contains 9577 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 7226 members 
Mstep: Class 25 contains 64737 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 4319 members 
Mstep: Class 29 contains 7437 members 
Mstep: Class 30 contains 7936 members 
Mstep: Class 31 contains 3659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911512.000000 Penalty: 66649.250000
Iteration 65Q: 32 clusters Score -5.491151e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8560 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 30850 members 
Mstep: Class 7 contains 7050 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 46566 members 
Mstep: Class 10 contains 76666 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11676 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 16469 members 
Mstep: Class 20 contains 106057 members 
Mstep: Class 21 contains 9609 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 6410 members 
Mstep: Class 24 contains 7205 members 
Mstep: Class 25 contains 64755 members 
Mstep: Class 26 contains 20810 members 
Mstep: Class 27 contains 6248 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 7411 members 
Mstep: Class 30 contains 7941 members 
Mstep: Class 31 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911608.000000 Penalty: 66649.250000
Iteration 66Q: 32 clusters Score -5.491161e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8566 members 
Mstep: Class 3 contains 1290 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 30842 members 
Mstep: Class 7 contains 7050 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 46637 members 
Mstep: Class 10 contains 76659 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 1845 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 7784 members 
Mstep: Class 17 contains 11039 members 
Mstep: Class 18 contains 2886 members 
Mstep: Class 19 contains 16464 members 
Mstep: Class 20 contains 105933 members 
Mstep: Class 21 contains 9626 members 
Mstep: Class 22 contains 4439 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 64781 members 
Mstep: Class 26 contains 20781 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 4312 members 
Mstep: Class 29 contains 7381 members 
Mstep: Class 30 contains 7949 members 
Mstep: Class 31 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911640.000000 Penalty: 66649.250000
Iteration 67Q: 32 clusters Score -5.491164e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 1290 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 30826 members 
Mstep: Class 7 contains 7048 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 46696 members 
Mstep: Class 10 contains 76656 members 
Mstep: Class 11 contains 49549 members 
Mstep: Class 12 contains 11739 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 7567 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 11037 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 16447 members 
Mstep: Class 20 contains 105829 members 
Mstep: Class 21 contains 9640 members 
Mstep: Class 22 contains 4456 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 64799 members 
Mstep: Class 26 contains 20756 members 
Mstep: Class 27 contains 6391 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 7352 members 
Mstep: Class 30 contains 7956 members 
Mstep: Class 31 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911800.000000 Penalty: 66649.250000
Iteration 68Q: 32 clusters Score -5.49118e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 5 contains 3609 members 
Mstep: Class 6 contains 30821 members 
Mstep: Class 7 contains 7051 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 46749 members 
Mstep: Class 10 contains 76658 members 
Mstep: Class 11 contains 49549 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 7565 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 16427 members 
Mstep: Class 20 contains 105729 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 4471 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 7131 members 
Mstep: Class 25 contains 64825 members 
Mstep: Class 26 contains 20740 members 
Mstep: Class 27 contains 6449 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 7326 members 
Mstep: Class 30 contains 7958 members 
Mstep: Class 31 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911880.000000 Penalty: 66649.250000
Iteration 69Q: 32 clusters Score -5.491188e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 30813 members 
Mstep: Class 7 contains 7049 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 46797 members 
Mstep: Class 10 contains 76659 members 
Mstep: Class 11 contains 49542 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 13 contains 1855 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 7566 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 11033 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 16412 members 
Mstep: Class 20 contains 105647 members 
Mstep: Class 21 contains 9670 members 
Mstep: Class 22 contains 4474 members 
Mstep: Class 23 contains 6431 members 
Mstep: Class 24 contains 7117 members 
Mstep: Class 25 contains 64846 members 
Mstep: Class 26 contains 20724 members 
Mstep: Class 27 contains 6509 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 7302 members 
Mstep: Class 30 contains 7957 members 
Mstep: Class 31 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911832.000000 Penalty: 66649.250000
Iteration 70Q: 32 clusters Score -5.491183e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 6440 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 30814 members 
Mstep: Class 7 contains 7053 members 
Mstep: Class 8 contains 2358 members 
Mstep: Class 9 contains 46836 members 
Mstep: Class 10 contains 76658 members 
Mstep: Class 11 contains 49545 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 9877 members 
Mstep: Class 15 contains 7568 members 
Mstep: Class 16 contains 7754 members 
Mstep: Class 17 contains 11027 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 16402 members 
Mstep: Class 20 contains 105568 members 
Mstep: Class 21 contains 9681 members 
Mstep: Class 22 contains 4475 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 64870 members 
Mstep: Class 26 contains 20703 members 
Mstep: Class 27 contains 6561 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 7275 members 
Mstep: Class 30 contains 7961 members 
Mstep: Class 31 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911988.000000 Penalty: 66649.250000
Iteration 71Q: 32 clusters Score -5.491199e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 6441 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 46887 members 
Mstep: Class 10 contains 76656 members 
Mstep: Class 11 contains 49551 members 
Mstep: Class 12 contains 11836 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 7752 members 
Mstep: Class 17 contains 11022 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 16393 members 
Mstep: Class 20 contains 105474 members 
Mstep: Class 21 contains 9695 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 6444 members 
Mstep: Class 24 contains 7077 members 
Mstep: Class 25 contains 64898 members 
Mstep: Class 26 contains 20687 members 
Mstep: Class 27 contains 6596 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 7247 members 
Mstep: Class 30 contains 7962 members 
Mstep: Class 31 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911944.000000 Penalty: 66649.250000
Iteration 72Q: 32 clusters Score -5.491194e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8555 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 30812 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 46919 members 
Mstep: Class 10 contains 76656 members 
Mstep: Class 11 contains 49552 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 9872 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 16388 members 
Mstep: Class 20 contains 105406 members 
Mstep: Class 21 contains 9710 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 6453 members 
Mstep: Class 24 contains 7055 members 
Mstep: Class 25 contains 64921 members 
Mstep: Class 26 contains 20681 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 7200 members 
Mstep: Class 30 contains 7966 members 
Mstep: Class 31 contains 3593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912108.000000 Penalty: 66649.250000
Iteration 73Q: 32 clusters Score -5.491211e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 6443 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 30809 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 46949 members 
Mstep: Class 10 contains 76656 members 
Mstep: Class 11 contains 49545 members 
Mstep: Class 12 contains 11871 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 9879 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 7746 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 16379 members 
Mstep: Class 20 contains 105337 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 6457 members 
Mstep: Class 24 contains 7033 members 
Mstep: Class 25 contains 64952 members 
Mstep: Class 26 contains 20680 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 4320 members 
Mstep: Class 29 contains 7159 members 
Mstep: Class 30 contains 7971 members 
Mstep: Class 31 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912176.000000 Penalty: 66649.250000
Iteration 74Q: 32 clusters Score -5.491218e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 6441 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 30813 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 2373 members 
Mstep: Class 9 contains 46982 members 
Mstep: Class 10 contains 76653 members 
Mstep: Class 11 contains 49549 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 17 contains 11002 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 16368 members 
Mstep: Class 20 contains 105268 members 
Mstep: Class 21 contains 9732 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 7017 members 
Mstep: Class 25 contains 64971 members 
Mstep: Class 26 contains 20689 members 
Mstep: Class 27 contains 6717 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 7106 members 
Mstep: Class 30 contains 7976 members 
Mstep: Class 31 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912204.000000 Penalty: 66649.250000
Iteration 75Q: 32 clusters Score -5.49122e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8554 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 30800 members 
Mstep: Class 7 contains 7071 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 47021 members 
Mstep: Class 10 contains 76650 members 
Mstep: Class 11 contains 49542 members 
Mstep: Class 12 contains 11900 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 9888 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 10995 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16353 members 
Mstep: Class 20 contains 105198 members 
Mstep: Class 21 contains 9746 members 
Mstep: Class 22 contains 4483 members 
Mstep: Class 23 contains 6467 members 
Mstep: Class 24 contains 7003 members 
Mstep: Class 25 contains 64994 members 
Mstep: Class 26 contains 20688 members 
Mstep: Class 27 contains 6771 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 7981 members 
Mstep: Class 31 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912088.000000 Penalty: 66649.250000
Iteration 76Q: 32 clusters Score -5.491209e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 30794 members 
Mstep: Class 7 contains 7072 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 47061 members 
Mstep: Class 10 contains 76647 members 
Mstep: Class 11 contains 49542 members 
Mstep: Class 12 contains 11914 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 10989 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 20 contains 105131 members 
Mstep: Class 21 contains 9764 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 6472 members 
Mstep: Class 24 contains 6983 members 
Mstep: Class 25 contains 65009 members 
Mstep: Class 26 contains 20685 members 
Mstep: Class 27 contains 6813 members 
Mstep: Class 28 contains 4340 members 
Mstep: Class 29 contains 7031 members 
Mstep: Class 30 contains 7990 members 
Mstep: Class 31 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912108.000000 Penalty: 66649.250000
Iteration 77Q: 32 clusters Score -5.491211e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 6452 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 30783 members 
Mstep: Class 7 contains 7075 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 9 contains 47102 members 
Mstep: Class 10 contains 76647 members 
Mstep: Class 11 contains 49543 members 
Mstep: Class 12 contains 11930 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9889 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 10987 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 19 contains 16339 members 
Mstep: Class 20 contains 105084 members 
Mstep: Class 21 contains 9773 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 6473 members 
Mstep: Class 24 contains 6962 members 
Mstep: Class 25 contains 65014 members 
Mstep: Class 26 contains 20670 members 
Mstep: Class 27 contains 6855 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 7007 members 
Mstep: Class 30 contains 7997 members 
Mstep: Class 31 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54912236.000000 Penalty: 66649.250000
Iteration 78Q: 32 clusters Score -5.491224e+07 nChanged 352
Entering ConstructFrom: 
Score: -54912236.000000 Penalty: 66649.250000
Entering ConstructFrom: 
Trying to split cluster 1 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -641130.437500 Penalty: 1420.538574
	Iteration 0F: 2 clusters Score -641130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -636367.187500 Penalty: 2841.077148
	Iteration 0F: 3 clusters Score -636367.2 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -637900.250000 Penalty: 2841.077148
	Iteration 1F: 3 clusters Score -637900.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -638298.062500 Penalty: 2841.077148
	Iteration 2F: 3 clusters Score -638298.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -638722.500000 Penalty: 2841.077148
	Iteration 3F: 3 clusters Score -638722.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -639127.375000 Penalty: 2841.077148
	Iteration 4F: 3 clusters Score -639127.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -639476.812500 Penalty: 2841.077148
	Iteration 5F: 3 clusters Score -639476.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -639808.812500 Penalty: 2841.077148
	Iteration 6F: 3 clusters Score -639808.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -640066.625000 Penalty: 2841.077148
	Iteration 7Q: 3 clusters Score -640066.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -640245.937500 Penalty: 2841.077148
	Iteration 8Q: 3 clusters Score -640245.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -640348.375000 Penalty: 2841.077148
	Iteration 9Q: 3 clusters Score -640348.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -640413.562500 Penalty: 2841.077148
	Iteration 10Q: 3 clusters Score -640413.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -640468.062500 Penalty: 2841.077148
	Iteration 11Q: 3 clusters Score -640468.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -640514.375000 Penalty: 2841.077148
	Iteration 12Q: 3 clusters Score -640514.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -640572.875000 Penalty: 2841.077148
	Iteration 13Q: 3 clusters Score -640572.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -640634.687500 Penalty: 2841.077148
	Iteration 14Q: 3 clusters Score -640634.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -640704.250000 Penalty: 2841.077148
	Iteration 15Q: 3 clusters Score -640704.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -640776.187500 Penalty: 2841.077148
	Iteration 16Q: 3 clusters Score -640776.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -640834.750000 Penalty: 2841.077148
	Iteration 17Q: 3 clusters Score -640834.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -640870.437500 Penalty: 2841.077148
	Iteration 18Q: 3 clusters Score -640870.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -640904.125000 Penalty: 2841.077148
	Iteration 19Q: 3 clusters Score -640904.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -640931.187500 Penalty: 2841.077148
	Iteration 20F: 3 clusters Score -640931.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -640961.750000 Penalty: 2841.077148
	Iteration 21Q: 3 clusters Score -640961.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -640975.312500 Penalty: 2841.077148
	Iteration 22Q: 3 clusters Score -640975.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -640979.937500 Penalty: 2841.077148
	Iteration 23Q: 3 clusters Score -640979.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -640984.125000 Penalty: 2841.077148
	Iteration 24Q: 3 clusters Score -640984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -640987.250000 Penalty: 2841.077148
	Iteration 25Q: 3 clusters Score -640987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -640987.812500 Penalty: 2841.077148
	Iteration 26Q: 3 clusters Score -640987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -640988.625000 Penalty: 2841.077148
	Iteration 27Q: 3 clusters Score -640988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -640989.187500 Penalty: 2841.077148
	Iteration 28Q: 3 clusters Score -640989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -640989.187500 Penalty: 2841.077148
	Iteration 29F: 3 clusters Score -640989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Entering Unmasked Estep 
Score: -823871.000000 Penalty: 1471.357178
	Iteration 0F: 2 clusters Score -823871 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 4309 members 
Entering Unmasked Estep 
Score: -817656.562500 Penalty: 2942.714355
	Iteration 0F: 3 clusters Score -817656.6 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -819727.562500 Penalty: 2942.714355
	Iteration 1F: 3 clusters Score -819727.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -820056.687500 Penalty: 2942.714355
	Iteration 2F: 3 clusters Score -820056.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -820318.000000 Penalty: 2942.714355
	Iteration 3F: 3 clusters Score -820318 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -820579.312500 Penalty: 2942.714355
	Iteration 4F: 3 clusters Score -820579.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -820815.312500 Penalty: 2942.714355
	Iteration 5Q: 3 clusters Score -820815.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -821106.625000 Penalty: 2942.714355
	Iteration 6F: 3 clusters Score -821106.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -821379.187500 Penalty: 2942.714355
	Iteration 7Q: 3 clusters Score -821379.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -821631.812500 Penalty: 2942.714355
	Iteration 8Q: 3 clusters Score -821631.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -821797.562500 Penalty: 2942.714355
	Iteration 9Q: 3 clusters Score -821797.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -821921.062500 Penalty: 2942.714355
	Iteration 10Q: 3 clusters Score -821921.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -821999.437500 Penalty: 2942.714355
	Iteration 11Q: 3 clusters Score -821999.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -822056.125000 Penalty: 2942.714355
	Iteration 12Q: 3 clusters Score -822056.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -822093.437500 Penalty: 2942.714355
	Iteration 13Q: 3 clusters Score -822093.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -822122.437500 Penalty: 2942.714355
	Iteration 14Q: 3 clusters Score -822122.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -822148.000000 Penalty: 2942.714355
	Iteration 15Q: 3 clusters Score -822148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -822167.312500 Penalty: 2942.714355
	Iteration 16Q: 3 clusters Score -822167.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -822185.062500 Penalty: 2942.714355
	Iteration 17Q: 3 clusters Score -822185.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -822195.625000 Penalty: 2942.714355
	Iteration 18Q: 3 clusters Score -822195.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -822205.687500 Penalty: 2942.714355
	Iteration 19Q: 3 clusters Score -822205.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -822219.187500 Penalty: 2942.714355
	Iteration 20F: 3 clusters Score -822219.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -822229.625000 Penalty: 2942.714355
	Iteration 21Q: 3 clusters Score -822229.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -822243.312500 Penalty: 2942.714355
	Iteration 22Q: 3 clusters Score -822243.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -822252.875000 Penalty: 2942.714355
	Iteration 23Q: 3 clusters Score -822252.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -822266.250000 Penalty: 2942.714355
	Iteration 24Q: 3 clusters Score -822266.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -822272.187500 Penalty: 2942.714355
	Iteration 25Q: 3 clusters Score -822272.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -822280.812500 Penalty: 2942.714355
	Iteration 26Q: 3 clusters Score -822280.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -822294.187500 Penalty: 2942.714355
	Iteration 27Q: 3 clusters Score -822294.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -822303.812500 Penalty: 2942.714355
	Iteration 28Q: 3 clusters Score -822303.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -822311.312500 Penalty: 2942.714355
	Iteration 29Q: 3 clusters Score -822311.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -822314.750000 Penalty: 2942.714355
	Iteration 30Q: 3 clusters Score -822314.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -822322.500000 Penalty: 2942.714355
	Iteration 31Q: 3 clusters Score -822322.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -822327.562500 Penalty: 2942.714355
	Iteration 32Q: 3 clusters Score -822327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -822334.250000 Penalty: 2942.714355
	Iteration 33Q: 3 clusters Score -822334.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -822336.312500 Penalty: 2942.714355
	Iteration 34Q: 3 clusters Score -822336.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -822338.875000 Penalty: 2942.714355
	Iteration 35Q: 3 clusters Score -822338.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -822345.937500 Penalty: 2942.714355
	Iteration 36Q: 3 clusters Score -822345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -822348.750000 Penalty: 2942.714355
	Iteration 37Q: 3 clusters Score -822348.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -822349.000000 Penalty: 2942.714355
	Iteration 38Q: 3 clusters Score -822349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -822352.750000 Penalty: 2942.714355
	Iteration 39Q: 3 clusters Score -822352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -822353.750000 Penalty: 2942.714355
	Iteration 40F: 3 clusters Score -822353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -822355.312500 Penalty: 2942.714355
	Iteration 41Q: 3 clusters Score -822355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -822360.375000 Penalty: 2942.714355
	Iteration 42Q: 3 clusters Score -822360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -822366.250000 Penalty: 2942.714355
	Iteration 43Q: 3 clusters Score -822366.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -822368.125000 Penalty: 2942.714355
	Iteration 44Q: 3 clusters Score -822368.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -822369.437500 Penalty: 2942.714355
	Iteration 45Q: 3 clusters Score -822369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -822371.062500 Penalty: 2942.714355
	Iteration 46Q: 3 clusters Score -822371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -822370.937500 Penalty: 2942.714355
	Iteration 47Q: 3 clusters Score -822370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -822370.812500 Penalty: 2942.714355
	Iteration 48Q: 3 clusters Score -822370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -822371.187500 Penalty: 2942.714355
	Iteration 49Q: 3 clusters Score -822371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -822372.375000 Penalty: 2942.714355
	Iteration 50Q: 3 clusters Score -822372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -822374.875000 Penalty: 2942.714355
	Iteration 51Q: 3 clusters Score -822374.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -822378.000000 Penalty: 2942.714355
	Iteration 52Q: 3 clusters Score -822378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -822382.750000 Penalty: 2942.714355
	Iteration 53Q: 3 clusters Score -822382.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -822387.000000 Penalty: 2942.714355
	Iteration 54Q: 3 clusters Score -822387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -822392.062500 Penalty: 2942.714355
	Iteration 55Q: 3 clusters Score -822392.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -822398.625000 Penalty: 2942.714355
	Iteration 56Q: 3 clusters Score -822398.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -822404.625000 Penalty: 2942.714355
	Iteration 57Q: 3 clusters Score -822404.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -822408.812500 Penalty: 2942.714355
	Iteration 58Q: 3 clusters Score -822408.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -822418.312500 Penalty: 2942.714355
	Iteration 59Q: 3 clusters Score -822418.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -822425.875000 Penalty: 2942.714355
	Iteration 60F: 3 clusters Score -822425.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -822433.250000 Penalty: 2942.714355
	Iteration 61Q: 3 clusters Score -822433.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -822441.187500 Penalty: 2942.714355
	Iteration 62Q: 3 clusters Score -822441.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -822449.625000 Penalty: 2942.714355
	Iteration 63Q: 3 clusters Score -822449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -822454.125000 Penalty: 2942.714355
	Iteration 64Q: 3 clusters Score -822454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -822461.125000 Penalty: 2942.714355
	Iteration 65Q: 3 clusters Score -822461.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -822467.937500 Penalty: 2942.714355
	Iteration 66Q: 3 clusters Score -822467.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -822476.125000 Penalty: 2942.714355
	Iteration 67Q: 3 clusters Score -822476.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -822482.250000 Penalty: 2942.714355
	Iteration 68Q: 3 clusters Score -822482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -822486.375000 Penalty: 2942.714355
	Iteration 69Q: 3 clusters Score -822486.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -822488.062500 Penalty: 2942.714355
	Iteration 70Q: 3 clusters Score -822488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -822492.250000 Penalty: 2942.714355
	Iteration 71Q: 3 clusters Score -822492.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -822497.375000 Penalty: 2942.714355
	Iteration 72Q: 3 clusters Score -822497.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -822503.062500 Penalty: 2942.714355
	Iteration 73Q: 3 clusters Score -822503.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -822511.125000 Penalty: 2942.714355
	Iteration 74Q: 3 clusters Score -822511.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -822518.500000 Penalty: 2942.714355
	Iteration 75Q: 3 clusters Score -822518.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -822527.750000 Penalty: 2942.714355
	Iteration 76Q: 3 clusters Score -822527.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -822539.312500 Penalty: 2942.714355
	Iteration 77Q: 3 clusters Score -822539.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -822548.187500 Penalty: 2942.714355
	Iteration 78Q: 3 clusters Score -822548.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -822556.875000 Penalty: 2942.714355
	Iteration 79Q: 3 clusters Score -822556.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -822561.812500 Penalty: 2942.714355
	Iteration 80F: 3 clusters Score -822561.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -822567.000000 Penalty: 2942.714355
	Iteration 81Q: 3 clusters Score -822567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -822571.437500 Penalty: 2942.714355
	Iteration 82Q: 3 clusters Score -822571.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -822578.750000 Penalty: 2942.714355
	Iteration 83Q: 3 clusters Score -822578.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -822587.125000 Penalty: 2942.714355
	Iteration 84Q: 3 clusters Score -822587.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -822594.875000 Penalty: 2942.714355
	Iteration 85Q: 3 clusters Score -822594.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -822603.812500 Penalty: 2942.714355
	Iteration 86Q: 3 clusters Score -822603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -822608.187500 Penalty: 2942.714355
	Iteration 87Q: 3 clusters Score -822608.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -822613.812500 Penalty: 2942.714355
	Iteration 88Q: 3 clusters Score -822613.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -822620.437500 Penalty: 2942.714355
	Iteration 89Q: 3 clusters Score -822620.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -822623.562500 Penalty: 2942.714355
	Iteration 90Q: 3 clusters Score -822623.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -822630.250000 Penalty: 2942.714355
	Iteration 91Q: 3 clusters Score -822630.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -822638.812500 Penalty: 2942.714355
	Iteration 92Q: 3 clusters Score -822638.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -822644.500000 Penalty: 2942.714355
	Iteration 93Q: 3 clusters Score -822644.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -822650.687500 Penalty: 2942.714355
	Iteration 94Q: 3 clusters Score -822650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -822653.937500 Penalty: 2942.714355
	Iteration 95Q: 3 clusters Score -822653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -822658.937500 Penalty: 2942.714355
	Iteration 96Q: 3 clusters Score -822658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -822659.875000 Penalty: 2942.714355
	Iteration 97Q: 3 clusters Score -822659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -822662.125000 Penalty: 2942.714355
	Iteration 98Q: 3 clusters Score -822662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -822664.812500 Penalty: 2942.714355
	Iteration 99Q: 3 clusters Score -822664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -822665.312500 Penalty: 2942.714355
	Iteration 100F: 3 clusters Score -822665.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -822667.062500 Penalty: 2942.714355
	Iteration 101Q: 3 clusters Score -822667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -822668.312500 Penalty: 2942.714355
	Iteration 102Q: 3 clusters Score -822668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -822670.875000 Penalty: 2942.714355
	Iteration 103Q: 3 clusters Score -822670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -822674.625000 Penalty: 2942.714355
	Iteration 104Q: 3 clusters Score -822674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -822678.625000 Penalty: 2942.714355
	Iteration 105Q: 3 clusters Score -822678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -822683.562500 Penalty: 2942.714355
	Iteration 106Q: 3 clusters Score -822683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -822688.187500 Penalty: 2942.714355
	Iteration 107Q: 3 clusters Score -822688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -822690.000000 Penalty: 2942.714355
	Iteration 108Q: 3 clusters Score -822690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -822693.437500 Penalty: 2942.714355
	Iteration 109Q: 3 clusters Score -822693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -822697.437500 Penalty: 2942.714355
	Iteration 110Q: 3 clusters Score -822697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -822698.687500 Penalty: 2942.714355
	Iteration 111Q: 3 clusters Score -822698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -822702.250000 Penalty: 2942.714355
	Iteration 112Q: 3 clusters Score -822702.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -822703.375000 Penalty: 2942.714355
	Iteration 113Q: 3 clusters Score -822703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -822705.000000 Penalty: 2942.714355
	Iteration 114Q: 3 clusters Score -822705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -822705.875000 Penalty: 2942.714355
	Iteration 115Q: 3 clusters Score -822705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -822705.875000 Penalty: 2942.714355
	Iteration 116Q: 3 clusters Score -822705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -822708.500000 Penalty: 2942.714355
	Iteration 117Q: 3 clusters Score -822708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -822708.312500 Penalty: 2942.714355
	Iteration 118Q: 3 clusters Score -822708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -822709.375000 Penalty: 2942.714355
	Iteration 119Q: 3 clusters Score -822709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -822709.500000 Penalty: 2942.714355
	Iteration 120F: 3 clusters Score -822709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -822708.937500 Penalty: 2942.714355
	Iteration 121Q: 3 clusters Score -822708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -822710.625000 Penalty: 2942.714355
	Iteration 122Q: 3 clusters Score -822710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -822711.250000 Penalty: 2942.714355
	Iteration 123Q: 3 clusters Score -822711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -822710.375000 Penalty: 2942.714355
	Iteration 124Q: 3 clusters Score -822710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -822711.812500 Penalty: 2942.714355
	Iteration 125Q: 3 clusters Score -822711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -822712.000000 Penalty: 2942.714355
	Iteration 126Q: 3 clusters Score -822712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -822712.437500 Penalty: 2942.714355
	Iteration 127Q: 3 clusters Score -822712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -822712.187500 Penalty: 2942.714355
	Iteration 128Q: 3 clusters Score -822712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -822712.812500 Penalty: 2942.714355
	Iteration 129Q: 3 clusters Score -822712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -822712.812500 Penalty: 2942.714355
	Iteration 130F: 3 clusters Score -822712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -122238.187500 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -122238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120589.453125 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -120589.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120990.953125 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -120991 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -121132.695312 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -121132.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121245.171875 Penalty: 2334.758057
	Iteration 3F: 3 clusters Score -121245.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -121390.703125 Penalty: 2334.758057
	Iteration 4F: 3 clusters Score -121390.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -121503.757812 Penalty: 2334.758057
	Iteration 5F: 3 clusters Score -121503.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -121602.937500 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -121602.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121737.851562 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -121737.9 nChanged 41
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: -121856.007812 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -121856 nChanged 26
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: -121903.789062 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -121903.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -121929.984375 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -121930 nChanged 10
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: -121947.609375 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -121947.6 nChanged 12
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: -121963.226562 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -121963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -121969.914062 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -121969.9 nChanged 5
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: -121979.320312 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -121979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -121980.492188 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -121980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -121981.015625 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -121981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -121982.492188 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -121982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -121982.492188 Penalty: 2334.758057
	Iteration 18F: 3 clusters Score -121982.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -634756.250000 Penalty: 1425.574341
	Iteration 0F: 2 clusters Score -634756.2 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 3157 members 
Entering Unmasked Estep 
Score: -629825.375000 Penalty: 2851.148682
	Iteration 0F: 3 clusters Score -629825.4 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -631377.375000 Penalty: 2851.148682
	Iteration 1F: 3 clusters Score -631377.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -631790.937500 Penalty: 2851.148682
	Iteration 2F: 3 clusters Score -631790.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -632235.437500 Penalty: 2851.148682
	Iteration 3F: 3 clusters Score -632235.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -632588.750000 Penalty: 2851.148682
	Iteration 4F: 3 clusters Score -632588.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -632975.500000 Penalty: 2851.148682
	Iteration 5F: 3 clusters Score -632975.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -633535.562500 Penalty: 2851.148682
	Iteration 6F: 3 clusters Score -633535.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -634200.312500 Penalty: 2851.148682
	Iteration 7F: 3 clusters Score -634200.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -634910.687500 Penalty: 2851.148682
	Iteration 8F: 3 clusters Score -634910.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -635439.312500 Penalty: 2851.148682
	Iteration 9F: 3 clusters Score -635439.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -635734.875000 Penalty: 2851.148682
	Iteration 10Q: 3 clusters Score -635734.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -635890.937500 Penalty: 2851.148682
	Iteration 11Q: 3 clusters Score -635890.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -635974.187500 Penalty: 2851.148682
	Iteration 12Q: 3 clusters Score -635974.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -636011.562500 Penalty: 2851.148682
	Iteration 13Q: 3 clusters Score -636011.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -636025.750000 Penalty: 2851.148682
	Iteration 14Q: 3 clusters Score -636025.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -636038.437500 Penalty: 2851.148682
	Iteration 15Q: 3 clusters Score -636038.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -636045.875000 Penalty: 2851.148682
	Iteration 16Q: 3 clusters Score -636045.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -636052.750000 Penalty: 2851.148682
	Iteration 17Q: 3 clusters Score -636052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -636053.812500 Penalty: 2851.148682
	Iteration 18Q: 3 clusters Score -636053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -636057.312500 Penalty: 2851.148682
	Iteration 19Q: 3 clusters Score -636057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -636059.750000 Penalty: 2851.148682
	Iteration 20F: 3 clusters Score -636059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -636062.250000 Penalty: 2851.148682
	Iteration 21Q: 3 clusters Score -636062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -636063.687500 Penalty: 2851.148682
	Iteration 22Q: 3 clusters Score -636063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -636065.312500 Penalty: 2851.148682
	Iteration 23Q: 3 clusters Score -636065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -636065.375000 Penalty: 2851.148682
	Iteration 24Q: 3 clusters Score -636065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -636065.875000 Penalty: 2851.148682
	Iteration 25Q: 3 clusters Score -636065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -636067.562500 Penalty: 2851.148682
	Iteration 26Q: 3 clusters Score -636067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -636067.562500 Penalty: 2851.148682
	Iteration 27F: 3 clusters Score -636067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Entering Unmasked Estep 
Score: -54912728.000000 Penalty: 68799.226562
Splitting cluster 4 changes total score from -54912236.000000 to -54912728.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -359098.625000 Penalty: 1330.932617
	Iteration 0F: 2 clusters Score -359098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -356010.250000 Penalty: 2661.865234
	Iteration 0F: 3 clusters Score -356010.2 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -356848.593750 Penalty: 2661.865234
	Iteration 1F: 3 clusters Score -356848.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -357026.343750 Penalty: 2661.865234
	Iteration 2F: 3 clusters Score -357026.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -357164.125000 Penalty: 2661.865234
	Iteration 3F: 3 clusters Score -357164.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -357310.125000 Penalty: 2661.865234
	Iteration 4Q: 3 clusters Score -357310.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -357445.937500 Penalty: 2661.865234
	Iteration 5Q: 3 clusters Score -357445.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -357617.531250 Penalty: 2661.865234
	Iteration 6Q: 3 clusters Score -357617.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -357802.031250 Penalty: 2661.865234
	Iteration 7Q: 3 clusters Score -357802 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -357965.937500 Penalty: 2661.865234
	Iteration 8Q: 3 clusters Score -357965.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -358087.343750 Penalty: 2661.865234
	Iteration 9Q: 3 clusters Score -358087.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -358229.343750 Penalty: 2661.865234
	Iteration 10Q: 3 clusters Score -358229.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -358347.468750 Penalty: 2661.865234
	Iteration 11Q: 3 clusters Score -358347.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -358449.281250 Penalty: 2661.865234
	Iteration 12Q: 3 clusters Score -358449.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -358520.281250 Penalty: 2661.865234
	Iteration 13Q: 3 clusters Score -358520.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -358594.218750 Penalty: 2661.865234
	Iteration 14Q: 3 clusters Score -358594.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -358678.218750 Penalty: 2661.865234
	Iteration 15Q: 3 clusters Score -358678.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -358738.437500 Penalty: 2661.865234
	Iteration 16Q: 3 clusters Score -358738.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -358810.906250 Penalty: 2661.865234
	Iteration 17Q: 3 clusters Score -358810.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -358892.093750 Penalty: 2661.865234
	Iteration 18Q: 3 clusters Score -358892.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -358995.593750 Penalty: 2661.865234
	Iteration 19Q: 3 clusters Score -358995.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -359114.531250 Penalty: 2661.865234
	Iteration 20F: 3 clusters Score -359114.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -359222.625000 Penalty: 2661.865234
	Iteration 21Q: 3 clusters Score -359222.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -359296.843750 Penalty: 2661.865234
	Iteration 22Q: 3 clusters Score -359296.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -359350.687500 Penalty: 2661.865234
	Iteration 23Q: 3 clusters Score -359350.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -359427.437500 Penalty: 2661.865234
	Iteration 24Q: 3 clusters Score -359427.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -359506.531250 Penalty: 2661.865234
	Iteration 25Q: 3 clusters Score -359506.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -359587.562500 Penalty: 2661.865234
	Iteration 26Q: 3 clusters Score -359587.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -359612.812500 Penalty: 2661.865234
	Iteration 27Q: 3 clusters Score -359612.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -359624.187500 Penalty: 2661.865234
	Iteration 28Q: 3 clusters Score -359624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -359633.968750 Penalty: 2661.865234
	Iteration 29Q: 3 clusters Score -359634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -359638.718750 Penalty: 2661.865234
	Iteration 30Q: 3 clusters Score -359638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -359641.968750 Penalty: 2661.865234
	Iteration 31Q: 3 clusters Score -359642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -359642.843750 Penalty: 2661.865234
	Iteration 32Q: 3 clusters Score -359642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -359644.000000 Penalty: 2661.865234
	Iteration 33Q: 3 clusters Score -359644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359644.562500 Penalty: 2661.865234
	Iteration 34Q: 3 clusters Score -359644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -359644.562500 Penalty: 2661.865234
	Iteration 35F: 3 clusters Score -359644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 30768 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Entering Unmasked Estep 
Score: -54912424.000000 Penalty: 70949.203125
Splitting cluster 5 changes total score from -54912236.000000 to -54912424.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (30768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Entering Unmasked Estep 
Score: -2877283.500000 Penalty: 1679.312500
	Iteration 0F: 2 clusters Score -2877284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2856672.250000 Penalty: 3358.625000
	Iteration 0F: 3 clusters Score -2856672 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2865632.750000 Penalty: 3358.625000
	Iteration 1F: 3 clusters Score -2865633 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2866931.750000 Penalty: 3358.625000
	Iteration 2F: 3 clusters Score -2866932 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2868133.500000 Penalty: 3358.625000
	Iteration 3F: 3 clusters Score -2868134 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2869271.500000 Penalty: 3358.625000
	Iteration 4F: 3 clusters Score -2869272 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2870281.500000 Penalty: 3358.625000
	Iteration 5F: 3 clusters Score -2870282 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2871141.000000 Penalty: 3358.625000
	Iteration 6F: 3 clusters Score -2871141 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2871827.000000 Penalty: 3358.625000
	Iteration 7Q: 3 clusters Score -2871827 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2872384.750000 Penalty: 3358.625000
	Iteration 8Q: 3 clusters Score -2872385 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2872803.500000 Penalty: 3358.625000
	Iteration 9Q: 3 clusters Score -2872804 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2873193.750000 Penalty: 3358.625000
	Iteration 10Q: 3 clusters Score -2873194 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2873466.250000 Penalty: 3358.625000
	Iteration 11Q: 3 clusters Score -2873466 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2873739.250000 Penalty: 3358.625000
	Iteration 12Q: 3 clusters Score -2873739 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2873938.250000 Penalty: 3358.625000
	Iteration 13Q: 3 clusters Score -2873938 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2874142.000000 Penalty: 3358.625000
	Iteration 14Q: 3 clusters Score -2874142 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2874337.000000 Penalty: 3358.625000
	Iteration 15Q: 3 clusters Score -2874337 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2874478.750000 Penalty: 3358.625000
	Iteration 16Q: 3 clusters Score -2874479 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2874601.500000 Penalty: 3358.625000
	Iteration 17Q: 3 clusters Score -2874602 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2874703.250000 Penalty: 3358.625000
	Iteration 18Q: 3 clusters Score -2874703 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2874791.750000 Penalty: 3358.625000
	Iteration 19Q: 3 clusters Score -2874792 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2874870.000000 Penalty: 3358.625000
	Iteration 20F: 3 clusters Score -2874870 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2874963.750000 Penalty: 3358.625000
	Iteration 21Q: 3 clusters Score -2874964 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2875035.250000 Penalty: 3358.625000
	Iteration 22Q: 3 clusters Score -2875035 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2875110.250000 Penalty: 3358.625000
	Iteration 23Q: 3 clusters Score -2875110 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2875192.500000 Penalty: 3358.625000
	Iteration 24Q: 3 clusters Score -2875192 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2875281.750000 Penalty: 3358.625000
	Iteration 25Q: 3 clusters Score -2875282 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2875387.250000 Penalty: 3358.625000
	Iteration 26Q: 3 clusters Score -2875387 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2875526.000000 Penalty: 3358.625000
	Iteration 27Q: 3 clusters Score -2875526 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2875650.750000 Penalty: 3358.625000
	Iteration 28Q: 3 clusters Score -2875651 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2875758.750000 Penalty: 3358.625000
	Iteration 29Q: 3 clusters Score -2875759 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2875888.750000 Penalty: 3358.625000
	Iteration 30Q: 3 clusters Score -2875889 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2876015.250000 Penalty: 3358.625000
	Iteration 31Q: 3 clusters Score -2876015 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2876148.500000 Penalty: 3358.625000
	Iteration 32Q: 3 clusters Score -2876148 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2876320.750000 Penalty: 3358.625000
	Iteration 33Q: 3 clusters Score -2876321 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2876499.500000 Penalty: 3358.625000
	Iteration 34Q: 3 clusters Score -2876500 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2876651.500000 Penalty: 3358.625000
	Iteration 35Q: 3 clusters Score -2876652 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2876821.750000 Penalty: 3358.625000
	Iteration 36Q: 3 clusters Score -2876822 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -2876949.250000 Penalty: 3358.625000
	Iteration 37Q: 3 clusters Score -2876949 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -2877049.750000 Penalty: 3358.625000
	Iteration 38Q: 3 clusters Score -2877050 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2877142.000000 Penalty: 3358.625000
	Iteration 39Q: 3 clusters Score -2877142 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2877242.500000 Penalty: 3358.625000
	Iteration 40F: 3 clusters Score -2877242 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2877322.500000 Penalty: 3358.625000
	Iteration 41Q: 3 clusters Score -2877322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -2877385.250000 Penalty: 3358.625000
	Iteration 42Q: 3 clusters Score -2877385 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -2877457.000000 Penalty: 3358.625000
	Iteration 43Q: 3 clusters Score -2877457 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2877509.250000 Penalty: 3358.625000
	Iteration 44Q: 3 clusters Score -2877509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -2877555.000000 Penalty: 3358.625000
	Iteration 45Q: 3 clusters Score -2877555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2877585.750000 Penalty: 3358.625000
	Iteration 46Q: 3 clusters Score -2877586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -2877610.750000 Penalty: 3358.625000
	Iteration 47Q: 3 clusters Score -2877611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2877624.750000 Penalty: 3358.625000
	Iteration 48Q: 3 clusters Score -2877625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2877635.250000 Penalty: 3358.625000
	Iteration 49Q: 3 clusters Score -2877635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -2877644.000000 Penalty: 3358.625000
	Iteration 50Q: 3 clusters Score -2877644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -2877654.000000 Penalty: 3358.625000
	Iteration 51Q: 3 clusters Score -2877654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -2877663.750000 Penalty: 3358.625000
	Iteration 52Q: 3 clusters Score -2877664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -2877673.250000 Penalty: 3358.625000
	Iteration 53Q: 3 clusters Score -2877673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -2877676.250000 Penalty: 3358.625000
	Iteration 54Q: 3 clusters Score -2877676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2877681.000000 Penalty: 3358.625000
	Iteration 55Q: 3 clusters Score -2877681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2877688.750000 Penalty: 3358.625000
	Iteration 56Q: 3 clusters Score -2877689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -2877688.250000 Penalty: 3358.625000
	Iteration 57Q: 3 clusters Score -2877688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -2877689.500000 Penalty: 3358.625000
	Iteration 58Q: 3 clusters Score -2877690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -2877693.250000 Penalty: 3358.625000
	Iteration 59Q: 3 clusters Score -2877693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -2877692.500000 Penalty: 3358.625000
	Iteration 60F: 3 clusters Score -2877692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -2877692.750000 Penalty: 3358.625000
	Iteration 61Q: 3 clusters Score -2877693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -2877692.500000 Penalty: 3358.625000
	Iteration 62Q: 3 clusters Score -2877692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2877692.250000 Penalty: 3358.625000
	Iteration 63Q: 3 clusters Score -2877692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2877692.250000 Penalty: 3358.625000
	Iteration 64F: 3 clusters Score -2877692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Entering Unmasked Estep 
Score: -54912308.000000 Penalty: 73099.179688
Splitting cluster 6 changes total score from -54912236.000000 to -54912308.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (7080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Entering Unmasked Estep 
Score: -680594.250000 Penalty: 1440.567261
	Iteration 0F: 2 clusters Score -680594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -675340.687500 Penalty: 2881.134521
	Iteration 0F: 3 clusters Score -675340.7 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -677118.250000 Penalty: 2881.134521
	Iteration 1F: 3 clusters Score -677118.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -677665.875000 Penalty: 2881.134521
	Iteration 2F: 3 clusters Score -677665.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -678342.937500 Penalty: 2881.134521
	Iteration 3F: 3 clusters Score -678342.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -679071.812500 Penalty: 2881.134521
	Iteration 4F: 3 clusters Score -679071.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -680017.375000 Penalty: 2881.134521
	Iteration 5F: 3 clusters Score -680017.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -680800.375000 Penalty: 2881.134521
	Iteration 6F: 3 clusters Score -680800.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -681277.625000 Penalty: 2881.134521
	Iteration 7F: 3 clusters Score -681277.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -681580.187500 Penalty: 2881.134521
	Iteration 8Q: 3 clusters Score -681580.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -681925.562500 Penalty: 2881.134521
	Iteration 9Q: 3 clusters Score -681925.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -682333.750000 Penalty: 2881.134521
	Iteration 10Q: 3 clusters Score -682333.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -682674.000000 Penalty: 2881.134521
	Iteration 11Q: 3 clusters Score -682674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -682814.437500 Penalty: 2881.134521
	Iteration 12Q: 3 clusters Score -682814.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -682845.687500 Penalty: 2881.134521
	Iteration 13Q: 3 clusters Score -682845.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -682851.500000 Penalty: 2881.134521
	Iteration 14Q: 3 clusters Score -682851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -682853.750000 Penalty: 2881.134521
	Iteration 15Q: 3 clusters Score -682853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -682856.812500 Penalty: 2881.134521
	Iteration 16Q: 3 clusters Score -682856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -682857.562500 Penalty: 2881.134521
	Iteration 17Q: 3 clusters Score -682857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -682857.562500 Penalty: 2881.134521
	Iteration 18F: 3 clusters Score -682857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Entering Unmasked Estep 
Score: -54914048.000000 Penalty: 75249.156250
Splitting cluster 7 changes total score from -54912236.000000 to -54914048.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -189852.640625 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -189852.6 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 1194 members 
Entering Unmasked Estep 
Score: -187621.187500 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -187621.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -189291.578125 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -189291.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -189937.375000 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -189937.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -190233.203125 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -190233.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -190391.515625 Penalty: 2527.373779
	Iteration 4F: 3 clusters Score -190391.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190469.859375 Penalty: 2527.373779
	Iteration 5Q: 3 clusters Score -190469.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -190546.765625 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -190546.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -190617.625000 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -190617.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -190677.265625 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -190677.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -190715.203125 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -190715.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -190749.734375 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -190749.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -190773.421875 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -190773.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -190788.156250 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -190788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -190802.359375 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -190802.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -190812.796875 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -190812.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -190820.140625 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -190820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -190829.593750 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -190829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -190841.984375 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -190842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -190854.515625 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -190854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -190861.468750 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -190861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -190867.328125 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -190867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -190871.796875 Penalty: 2527.373779
	Iteration 21Q: 3 clusters Score -190871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -190874.078125 Penalty: 2527.373779
	Iteration 22Q: 3 clusters Score -190874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -190878.687500 Penalty: 2527.373779
	Iteration 23Q: 3 clusters Score -190878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -190892.859375 Penalty: 2527.373779
	Iteration 24Q: 3 clusters Score -190892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -190905.578125 Penalty: 2527.373779
	Iteration 25Q: 3 clusters Score -190905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -190912.984375 Penalty: 2527.373779
	Iteration 26Q: 3 clusters Score -190913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -190919.593750 Penalty: 2527.373779
	Iteration 27Q: 3 clusters Score -190919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -190924.484375 Penalty: 2527.373779
	Iteration 28Q: 3 clusters Score -190924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -190930.968750 Penalty: 2527.373779
	Iteration 29Q: 3 clusters Score -190931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -190945.000000 Penalty: 2527.373779
	Iteration 30Q: 3 clusters Score -190945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -190966.593750 Penalty: 2527.373779
	Iteration 31Q: 3 clusters Score -190966.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -190994.203125 Penalty: 2527.373779
	Iteration 32Q: 3 clusters Score -190994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -191023.031250 Penalty: 2527.373779
	Iteration 33Q: 3 clusters Score -191023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -191034.187500 Penalty: 2527.373779
	Iteration 34Q: 3 clusters Score -191034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -191041.578125 Penalty: 2527.373779
	Iteration 35Q: 3 clusters Score -191041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -191044.281250 Penalty: 2527.373779
	Iteration 36Q: 3 clusters Score -191044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -191044.812500 Penalty: 2527.373779
	Iteration 37Q: 3 clusters Score -191044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -191045.734375 Penalty: 2527.373779
	Iteration 38Q: 3 clusters Score -191045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -191046.453125 Penalty: 2527.373779
	Iteration 39Q: 3 clusters Score -191046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -191048.281250 Penalty: 2527.373779
	Iteration 40F: 3 clusters Score -191048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -191050.937500 Penalty: 2527.373779
	Iteration 41Q: 3 clusters Score -191050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -191055.937500 Penalty: 2527.373779
	Iteration 42Q: 3 clusters Score -191055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -191058.734375 Penalty: 2527.373779
	Iteration 43Q: 3 clusters Score -191058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -191059.125000 Penalty: 2527.373779
	Iteration 44Q: 3 clusters Score -191059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -191059.125000 Penalty: 2527.373779
	Iteration 45F: 3 clusters Score -191059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 49553 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Entering Unmasked Estep 
Score: -54914360.000000 Penalty: 77399.132812
Splitting cluster 8 changes total score from -54912236.000000 to -54914360.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (47142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Entering Unmasked Estep 
Score: -4880004.000000 Penalty: 1748.649414
	Iteration 0F: 2 clusters Score -4880004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4848644.500000 Penalty: 3497.298828
	Iteration 0F: 3 clusters Score -4848644 nChanged 21940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4861511.500000 Penalty: 3497.298828
	Iteration 1F: 3 clusters Score -4861512 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4862238.000000 Penalty: 3497.298828
	Iteration 2Q: 3 clusters Score -4862238 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4863022.500000 Penalty: 3497.298828
	Iteration 3Q: 3 clusters Score -4863022 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4863984.000000 Penalty: 3497.298828
	Iteration 4Q: 3 clusters Score -4863984 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4865048.000000 Penalty: 3497.298828
	Iteration 5F: 3 clusters Score -4865048 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4866291.000000 Penalty: 3497.298828
	Iteration 6F: 3 clusters Score -4866291 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4867616.000000 Penalty: 3497.298828
	Iteration 7F: 3 clusters Score -4867616 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4869121.000000 Penalty: 3497.298828
	Iteration 8F: 3 clusters Score -4869121 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4870794.500000 Penalty: 3497.298828
	Iteration 9Q: 3 clusters Score -4870794 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4872423.500000 Penalty: 3497.298828
	Iteration 10Q: 3 clusters Score -4872424 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4873933.000000 Penalty: 3497.298828
	Iteration 11Q: 3 clusters Score -4873933 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -4874950.500000 Penalty: 3497.298828
	Iteration 12Q: 3 clusters Score -4874950 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4875714.500000 Penalty: 3497.298828
	Iteration 13Q: 3 clusters Score -4875714 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4876250.000000 Penalty: 3497.298828
	Iteration 14Q: 3 clusters Score -4876250 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4876672.000000 Penalty: 3497.298828
	Iteration 15Q: 3 clusters Score -4876672 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4876983.000000 Penalty: 3497.298828
	Iteration 16Q: 3 clusters Score -4876983 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4877240.000000 Penalty: 3497.298828
	Iteration 17Q: 3 clusters Score -4877240 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4877485.500000 Penalty: 3497.298828
	Iteration 18Q: 3 clusters Score -4877486 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4877681.000000 Penalty: 3497.298828
	Iteration 19Q: 3 clusters Score -4877681 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4877865.500000 Penalty: 3497.298828
	Iteration 20F: 3 clusters Score -4877866 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4878014.500000 Penalty: 3497.298828
	Iteration 21Q: 3 clusters Score -4878014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4878142.500000 Penalty: 3497.298828
	Iteration 22Q: 3 clusters Score -4878142 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4878227.000000 Penalty: 3497.298828
	Iteration 23Q: 3 clusters Score -4878227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4878292.500000 Penalty: 3497.298828
	Iteration 24Q: 3 clusters Score -4878292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4878332.000000 Penalty: 3497.298828
	Iteration 25Q: 3 clusters Score -4878332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4878368.500000 Penalty: 3497.298828
	Iteration 26Q: 3 clusters Score -4878368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4878400.500000 Penalty: 3497.298828
	Iteration 27Q: 3 clusters Score -4878400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4878424.000000 Penalty: 3497.298828
	Iteration 28Q: 3 clusters Score -4878424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4878438.500000 Penalty: 3497.298828
	Iteration 29Q: 3 clusters Score -4878438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4878444.500000 Penalty: 3497.298828
	Iteration 30Q: 3 clusters Score -4878444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4878458.000000 Penalty: 3497.298828
	Iteration 31Q: 3 clusters Score -4878458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4878469.500000 Penalty: 3497.298828
	Iteration 32Q: 3 clusters Score -4878470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4878482.500000 Penalty: 3497.298828
	Iteration 33Q: 3 clusters Score -4878482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4878492.000000 Penalty: 3497.298828
	Iteration 34Q: 3 clusters Score -4878492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4878498.000000 Penalty: 3497.298828
	Iteration 35Q: 3 clusters Score -4878498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4878505.000000 Penalty: 3497.298828
	Iteration 36Q: 3 clusters Score -4878505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4878508.000000 Penalty: 3497.298828
	Iteration 37Q: 3 clusters Score -4878508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4878517.000000 Penalty: 3497.298828
	Iteration 38Q: 3 clusters Score -4878517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4878520.000000 Penalty: 3497.298828
	Iteration 39Q: 3 clusters Score -4878520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4878525.000000 Penalty: 3497.298828
	Iteration 40F: 3 clusters Score -4878525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4878526.500000 Penalty: 3497.298828
	Iteration 41Q: 3 clusters Score -4878526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4878526.000000 Penalty: 3497.298828
	Iteration 42Q: 3 clusters Score -4878526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4878527.500000 Penalty: 3497.298828
	Iteration 43Q: 3 clusters Score -4878528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4878527.500000 Penalty: 3497.298828
	Iteration 44F: 3 clusters Score -4878528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Entering Unmasked Estep 
Score: -8097807.500000 Penalty: 1827.625488
	Iteration 0F: 2 clusters Score -8097808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -8046326.500000 Penalty: 3655.250977
	Iteration 0F: 3 clusters Score -8046326 nChanged 36402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -8067428.000000 Penalty: 3655.250977
	Iteration 1F: 3 clusters Score -8067428 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -8068264.500000 Penalty: 3655.250977
	Iteration 2Q: 3 clusters Score -8068264 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -8069461.000000 Penalty: 3655.250977
	Iteration 3Q: 3 clusters Score -8069461 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -8071239.000000 Penalty: 3655.250977
	Iteration 4Q: 3 clusters Score -8071239 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -8073522.500000 Penalty: 3655.250977
	Iteration 5F: 3 clusters Score -8073522 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -8076178.000000 Penalty: 3655.250977
	Iteration 6F: 3 clusters Score -8076178 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -8078863.500000 Penalty: 3655.250977
	Iteration 7F: 3 clusters Score -8078864 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -8081160.000000 Penalty: 3655.250977
	Iteration 8F: 3 clusters Score -8081160 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8083209.500000 Penalty: 3655.250977
	Iteration 9Q: 3 clusters Score -8083210 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -8084923.000000 Penalty: 3655.250977
	Iteration 10Q: 3 clusters Score -8084923 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -8086603.500000 Penalty: 3655.250977
	Iteration 11Q: 3 clusters Score -8086604 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -8088142.000000 Penalty: 3655.250977
	Iteration 12Q: 3 clusters Score -8088142 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8089780.500000 Penalty: 3655.250977
	Iteration 13Q: 3 clusters Score -8089780 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -8091265.000000 Penalty: 3655.250977
	Iteration 14Q: 3 clusters Score -8091265 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -8092584.000000 Penalty: 3655.250977
	Iteration 15Q: 3 clusters Score -8092584 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8093621.000000 Penalty: 3655.250977
	Iteration 16Q: 3 clusters Score -8093621 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8094441.500000 Penalty: 3655.250977
	Iteration 17Q: 3 clusters Score -8094442 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8095039.500000 Penalty: 3655.250977
	Iteration 18Q: 3 clusters Score -8095040 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8095424.500000 Penalty: 3655.250977
	Iteration 19Q: 3 clusters Score -8095424 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8095656.500000 Penalty: 3655.250977
	Iteration 20F: 3 clusters Score -8095656 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8095788.500000 Penalty: 3655.250977
	Iteration 21Q: 3 clusters Score -8095788 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8095883.000000 Penalty: 3655.250977
	Iteration 22Q: 3 clusters Score -8095883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8096001.000000 Penalty: 3655.250977
	Iteration 23Q: 3 clusters Score -8096001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8096070.500000 Penalty: 3655.250977
	Iteration 24Q: 3 clusters Score -8096070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8096104.000000 Penalty: 3655.250977
	Iteration 25Q: 3 clusters Score -8096104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8096145.000000 Penalty: 3655.250977
	Iteration 26Q: 3 clusters Score -8096145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8096167.500000 Penalty: 3655.250977
	Iteration 27Q: 3 clusters Score -8096168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8096183.500000 Penalty: 3655.250977
	Iteration 28Q: 3 clusters Score -8096184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8096198.500000 Penalty: 3655.250977
	Iteration 29Q: 3 clusters Score -8096198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8096213.500000 Penalty: 3655.250977
	Iteration 30Q: 3 clusters Score -8096214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8096229.000000 Penalty: 3655.250977
	Iteration 31Q: 3 clusters Score -8096229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8096238.000000 Penalty: 3655.250977
	Iteration 32Q: 3 clusters Score -8096238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8096242.500000 Penalty: 3655.250977
	Iteration 33Q: 3 clusters Score -8096242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8096247.500000 Penalty: 3655.250977
	Iteration 34Q: 3 clusters Score -8096248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8096258.500000 Penalty: 3655.250977
	Iteration 35Q: 3 clusters Score -8096258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8096254.500000 Penalty: 3655.250977
	Iteration 36Q: 3 clusters Score -8096254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8096269.000000 Penalty: 3655.250977
	Iteration 37Q: 3 clusters Score -8096269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8096271.000000 Penalty: 3655.250977
	Iteration 38Q: 3 clusters Score -8096271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8096281.000000 Penalty: 3655.250977
	Iteration 39Q: 3 clusters Score -8096281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8096278.000000 Penalty: 3655.250977
	Iteration 40F: 3 clusters Score -8096278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8096278.500000 Penalty: 3655.250977
	Iteration 41Q: 3 clusters Score -8096278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8096286.000000 Penalty: 3655.250977
	Iteration 42Q: 3 clusters Score -8096286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8096292.000000 Penalty: 3655.250977
	Iteration 43Q: 3 clusters Score -8096292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8096292.500000 Penalty: 3655.250977
	Iteration 44Q: 3 clusters Score -8096292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8096291.500000 Penalty: 3655.250977
	Iteration 45Q: 3 clusters Score -8096292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8096288.500000 Penalty: 3655.250977
	Iteration 46Q: 3 clusters Score -8096288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8096291.500000 Penalty: 3655.250977
	Iteration 47Q: 3 clusters Score -8096292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8096291.000000 Penalty: 3655.250977
	Iteration 48Q: 3 clusters Score -8096291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8096292.000000 Penalty: 3655.250977
	Iteration 49Q: 3 clusters Score -8096292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8096298.000000 Penalty: 3655.250977
	Iteration 50Q: 3 clusters Score -8096298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8096296.000000 Penalty: 3655.250977
	Iteration 51Q: 3 clusters Score -8096296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8096302.500000 Penalty: 3655.250977
	Iteration 52Q: 3 clusters Score -8096302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8096305.500000 Penalty: 3655.250977
	Iteration 53Q: 3 clusters Score -8096306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8096306.500000 Penalty: 3655.250977
	Iteration 54Q: 3 clusters Score -8096306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8096308.500000 Penalty: 3655.250977
	Iteration 55Q: 3 clusters Score -8096308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8096310.000000 Penalty: 3655.250977
	Iteration 56Q: 3 clusters Score -8096310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8096315.000000 Penalty: 3655.250977
	Iteration 57Q: 3 clusters Score -8096315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8096310.000000 Penalty: 3655.250977
	Iteration 58Q: 3 clusters Score -8096310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8096310.000000 Penalty: 3655.250977
	Iteration 59F: 3 clusters Score -8096310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Entering Unmasked Estep 
Score: -5009684.000000 Penalty: 1756.754639
	Iteration 0F: 2 clusters Score -5009684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4976486.500000 Penalty: 3513.509277
	Iteration 0F: 3 clusters Score -4976486 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4990183.500000 Penalty: 3513.509277
	Iteration 1F: 3 clusters Score -4990184 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -4991354.000000 Penalty: 3513.509277
	Iteration 2F: 3 clusters Score -4991354 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4993119.000000 Penalty: 3513.509277
	Iteration 3F: 3 clusters Score -4993119 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4995597.000000 Penalty: 3513.509277
	Iteration 4F: 3 clusters Score -4995597 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4998422.500000 Penalty: 3513.509277
	Iteration 5F: 3 clusters Score -4998422 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5000804.500000 Penalty: 3513.509277
	Iteration 6F: 3 clusters Score -5000804 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5002483.000000 Penalty: 3513.509277
	Iteration 7F: 3 clusters Score -5002483 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -5003858.500000 Penalty: 3513.509277
	Iteration 8Q: 3 clusters Score -5003858 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5005529.000000 Penalty: 3513.509277
	Iteration 9Q: 3 clusters Score -5005529 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5007723.000000 Penalty: 3513.509277
	Iteration 10F: 3 clusters Score -5007723 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5010224.000000 Penalty: 3513.509277
	Iteration 11F: 3 clusters Score -5010224 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5011968.000000 Penalty: 3513.509277
	Iteration 12Q: 3 clusters Score -5011968 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5012854.500000 Penalty: 3513.509277
	Iteration 13Q: 3 clusters Score -5012854 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5013320.500000 Penalty: 3513.509277
	Iteration 14Q: 3 clusters Score -5013320 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5013580.000000 Penalty: 3513.509277
	Iteration 15Q: 3 clusters Score -5013580 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -5013699.000000 Penalty: 3513.509277
	Iteration 16Q: 3 clusters Score -5013699 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5013801.500000 Penalty: 3513.509277
	Iteration 17Q: 3 clusters Score -5013802 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -5013903.500000 Penalty: 3513.509277
	Iteration 18Q: 3 clusters Score -5013904 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -5013913.500000 Penalty: 3513.509277
	Iteration 19Q: 3 clusters Score -5013914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -5013935.000000 Penalty: 3513.509277
	Iteration 20F: 3 clusters Score -5013935 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5013960.000000 Penalty: 3513.509277
	Iteration 21Q: 3 clusters Score -5013960 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -5013963.500000 Penalty: 3513.509277
	Iteration 22Q: 3 clusters Score -5013964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -5013970.000000 Penalty: 3513.509277
	Iteration 23Q: 3 clusters Score -5013970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5013974.500000 Penalty: 3513.509277
	Iteration 24Q: 3 clusters Score -5013974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -5013988.000000 Penalty: 3513.509277
	Iteration 25Q: 3 clusters Score -5013988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -5013993.000000 Penalty: 3513.509277
	Iteration 26Q: 3 clusters Score -5013993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -5014002.000000 Penalty: 3513.509277
	Iteration 27Q: 3 clusters Score -5014002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5013989.000000 Penalty: 3513.509277
	Iteration 28Q: 3 clusters Score -5013989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5013984.000000 Penalty: 3513.509277
	Iteration 29Q: 3 clusters Score -5013984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5013986.500000 Penalty: 3513.509277
	Iteration 30Q: 3 clusters Score -5013986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5013984.000000 Penalty: 3513.509277
	Iteration 31Q: 3 clusters Score -5013984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5013983.000000 Penalty: 3513.509277
	Iteration 32Q: 3 clusters Score -5013983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5013990.000000 Penalty: 3513.509277
	Iteration 33Q: 3 clusters Score -5013990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5014000.500000 Penalty: 3513.509277
	Iteration 34Q: 3 clusters Score -5014000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5013994.000000 Penalty: 3513.509277
	Iteration 35Q: 3 clusters Score -5013994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5014000.500000 Penalty: 3513.509277
	Iteration 36Q: 3 clusters Score -5014000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5014000.000000 Penalty: 3513.509277
	Iteration 37Q: 3 clusters Score -5014000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5014000.000000 Penalty: 3513.509277
	Iteration 38Q: 3 clusters Score -5014000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5014009.500000 Penalty: 3513.509277
	Iteration 39Q: 3 clusters Score -5014010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5014007.500000 Penalty: 3513.509277
	Iteration 40F: 3 clusters Score -5014008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5014007.500000 Penalty: 3513.509277
	Iteration 41Q: 3 clusters Score -5014008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5013998.500000 Penalty: 3513.509277
	Iteration 42Q: 3 clusters Score -5013998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5014006.500000 Penalty: 3513.509277
	Iteration 43Q: 3 clusters Score -5014006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5014004.500000 Penalty: 3513.509277
	Iteration 44Q: 3 clusters Score -5014004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -5014002.500000 Penalty: 3513.509277
	Iteration 45Q: 3 clusters Score -5014002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5014007.000000 Penalty: 3513.509277
	Iteration 46Q: 3 clusters Score -5014007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -5014010.000000 Penalty: 3513.509277
	Iteration 47Q: 3 clusters Score -5014010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5014008.000000 Penalty: 3513.509277
	Iteration 48Q: 3 clusters Score -5014008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5014010.000000 Penalty: 3513.509277
	Iteration 49Q: 3 clusters Score -5014010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5014005.500000 Penalty: 3513.509277
	Iteration 50Q: 3 clusters Score -5014006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5014003.000000 Penalty: 3513.509277
	Iteration 51Q: 3 clusters Score -5014003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5014002.500000 Penalty: 3513.509277
	Iteration 52Q: 3 clusters Score -5014002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5014007.000000 Penalty: 3513.509277
	Iteration 53Q: 3 clusters Score -5014007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -5014007.500000 Penalty: 3513.509277
	Iteration 54Q: 3 clusters Score -5014008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5014006.500000 Penalty: 3513.509277
	Iteration 55Q: 3 clusters Score -5014006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -5014005.000000 Penalty: 3513.509277
	Iteration 56Q: 3 clusters Score -5014005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5014010.000000 Penalty: 3513.509277
	Iteration 57Q: 3 clusters Score -5014010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5014005.000000 Penalty: 3513.509277
	Iteration 58Q: 3 clusters Score -5014005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -5013999.000000 Penalty: 3513.509277
	Iteration 59Q: 3 clusters Score -5013999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -5014004.500000 Penalty: 3513.509277
	Iteration 60F: 3 clusters Score -5014004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5014011.500000 Penalty: 3513.509277
	Iteration 61Q: 3 clusters Score -5014012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -5014006.000000 Penalty: 3513.509277
	Iteration 62Q: 3 clusters Score -5014006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5014013.500000 Penalty: 3513.509277
	Iteration 63Q: 3 clusters Score -5014014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5014010.500000 Penalty: 3513.509277
	Iteration 64Q: 3 clusters Score -5014010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5014010.500000 Penalty: 3513.509277
	Iteration 65F: 3 clusters Score -5014010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Entering Unmasked Estep 
Score: -54917904.000000 Penalty: 79549.101562
Splitting cluster 11 changes total score from -54912236.000000 to -54917904.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (11954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Entering Unmasked Estep 
Score: -1212540.625000 Penalty: 1525.683472
	Iteration 0F: 2 clusters Score -1212541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1204103.250000 Penalty: 3051.366943
	Iteration 0F: 3 clusters Score -1204103 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1206978.000000 Penalty: 3051.366943
	Iteration 1F: 3 clusters Score -1206978 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1207348.750000 Penalty: 3051.366943
	Iteration 2F: 3 clusters Score -1207349 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1207720.625000 Penalty: 3051.366943
	Iteration 3F: 3 clusters Score -1207721 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1208117.000000 Penalty: 3051.366943
	Iteration 4Q: 3 clusters Score -1208117 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1208505.875000 Penalty: 3051.366943
	Iteration 5F: 3 clusters Score -1208506 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1208834.500000 Penalty: 3051.366943
	Iteration 6Q: 3 clusters Score -1208834 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1209139.125000 Penalty: 3051.366943
	Iteration 7Q: 3 clusters Score -1209139 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1209468.250000 Penalty: 3051.366943
	Iteration 8Q: 3 clusters Score -1209468 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1209828.000000 Penalty: 3051.366943
	Iteration 9Q: 3 clusters Score -1209828 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1210175.250000 Penalty: 3051.366943
	Iteration 10Q: 3 clusters Score -1210175 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1210474.250000 Penalty: 3051.366943
	Iteration 11Q: 3 clusters Score -1210474 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1210749.375000 Penalty: 3051.366943
	Iteration 12Q: 3 clusters Score -1210749 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1210974.500000 Penalty: 3051.366943
	Iteration 13Q: 3 clusters Score -1210974 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1211150.250000 Penalty: 3051.366943
	Iteration 14Q: 3 clusters Score -1211150 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1211301.125000 Penalty: 3051.366943
	Iteration 15Q: 3 clusters Score -1211301 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1211404.375000 Penalty: 3051.366943
	Iteration 16Q: 3 clusters Score -1211404 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1211504.250000 Penalty: 3051.366943
	Iteration 17Q: 3 clusters Score -1211504 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1211597.625000 Penalty: 3051.366943
	Iteration 18Q: 3 clusters Score -1211598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1211686.375000 Penalty: 3051.366943
	Iteration 19Q: 3 clusters Score -1211686 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1211758.875000 Penalty: 3051.366943
	Iteration 20F: 3 clusters Score -1211759 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1211820.750000 Penalty: 3051.366943
	Iteration 21Q: 3 clusters Score -1211821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1211896.875000 Penalty: 3051.366943
	Iteration 22Q: 3 clusters Score -1211897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1211968.625000 Penalty: 3051.366943
	Iteration 23Q: 3 clusters Score -1211969 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1212048.125000 Penalty: 3051.366943
	Iteration 24Q: 3 clusters Score -1212048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1212129.125000 Penalty: 3051.366943
	Iteration 25Q: 3 clusters Score -1212129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1212200.625000 Penalty: 3051.366943
	Iteration 26Q: 3 clusters Score -1212201 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1212287.750000 Penalty: 3051.366943
	Iteration 27Q: 3 clusters Score -1212288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1212371.875000 Penalty: 3051.366943
	Iteration 28Q: 3 clusters Score -1212372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1212467.000000 Penalty: 3051.366943
	Iteration 29Q: 3 clusters Score -1212467 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1212597.375000 Penalty: 3051.366943
	Iteration 30Q: 3 clusters Score -1212597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1212703.375000 Penalty: 3051.366943
	Iteration 31Q: 3 clusters Score -1212703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1212792.625000 Penalty: 3051.366943
	Iteration 32Q: 3 clusters Score -1212793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1212819.625000 Penalty: 3051.366943
	Iteration 33Q: 3 clusters Score -1212820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1212841.375000 Penalty: 3051.366943
	Iteration 34Q: 3 clusters Score -1212841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1212850.750000 Penalty: 3051.366943
	Iteration 35Q: 3 clusters Score -1212851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1212865.625000 Penalty: 3051.366943
	Iteration 36Q: 3 clusters Score -1212866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1212870.750000 Penalty: 3051.366943
	Iteration 37Q: 3 clusters Score -1212871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1212873.000000 Penalty: 3051.366943
	Iteration 38Q: 3 clusters Score -1212873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1212874.125000 Penalty: 3051.366943
	Iteration 39Q: 3 clusters Score -1212874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1212874.500000 Penalty: 3051.366943
	Iteration 40F: 3 clusters Score -1212874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1212875.250000 Penalty: 3051.366943
	Iteration 41Q: 3 clusters Score -1212875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1212881.500000 Penalty: 3051.366943
	Iteration 42Q: 3 clusters Score -1212882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1212883.000000 Penalty: 3051.366943
	Iteration 43Q: 3 clusters Score -1212883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1212884.625000 Penalty: 3051.366943
	Iteration 44Q: 3 clusters Score -1212885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1212884.625000 Penalty: 3051.366943
	Iteration 45F: 3 clusters Score -1212885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Mstep: Class 38 contains 10949 members 
Entering Unmasked Estep 
Score: -54917760.000000 Penalty: 81699.078125
Splitting cluster 12 changes total score from -54912236.000000 to -54917760.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -183467.046875 Penalty: 1223.441284
	Iteration 0F: 2 clusters Score -183467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -181490.281250 Penalty: 2446.882568
	Iteration 0F: 3 clusters Score -181490.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -181906.765625 Penalty: 2446.882568
	Iteration 1F: 3 clusters Score -181906.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182014.406250 Penalty: 2446.882568
	Iteration 2F: 3 clusters Score -182014.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182083.937500 Penalty: 2446.882568
	Iteration 3Q: 3 clusters Score -182083.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182124.281250 Penalty: 2446.882568
	Iteration 4Q: 3 clusters Score -182124.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182158.703125 Penalty: 2446.882568
	Iteration 5Q: 3 clusters Score -182158.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182197.015625 Penalty: 2446.882568
	Iteration 6Q: 3 clusters Score -182197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -182240.000000 Penalty: 2446.882568
	Iteration 7Q: 3 clusters Score -182240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182278.734375 Penalty: 2446.882568
	Iteration 8Q: 3 clusters Score -182278.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182324.796875 Penalty: 2446.882568
	Iteration 9Q: 3 clusters Score -182324.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -182384.531250 Penalty: 2446.882568
	Iteration 10Q: 3 clusters Score -182384.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182452.812500 Penalty: 2446.882568
	Iteration 11Q: 3 clusters Score -182452.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -182508.656250 Penalty: 2446.882568
	Iteration 12Q: 3 clusters Score -182508.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -182550.906250 Penalty: 2446.882568
	Iteration 13Q: 3 clusters Score -182550.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182588.671875 Penalty: 2446.882568
	Iteration 14Q: 3 clusters Score -182588.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -182613.390625 Penalty: 2446.882568
	Iteration 15Q: 3 clusters Score -182613.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -182629.234375 Penalty: 2446.882568
	Iteration 16Q: 3 clusters Score -182629.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -182651.656250 Penalty: 2446.882568
	Iteration 17Q: 3 clusters Score -182651.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182671.421875 Penalty: 2446.882568
	Iteration 18Q: 3 clusters Score -182671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -182680.906250 Penalty: 2446.882568
	Iteration 19Q: 3 clusters Score -182680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182693.265625 Penalty: 2446.882568
	Iteration 20F: 3 clusters Score -182693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -182703.078125 Penalty: 2446.882568
	Iteration 21Q: 3 clusters Score -182703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182712.515625 Penalty: 2446.882568
	Iteration 22Q: 3 clusters Score -182712.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182721.359375 Penalty: 2446.882568
	Iteration 23Q: 3 clusters Score -182721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -182724.093750 Penalty: 2446.882568
	Iteration 24Q: 3 clusters Score -182724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -182727.468750 Penalty: 2446.882568
	Iteration 25Q: 3 clusters Score -182727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182728.625000 Penalty: 2446.882568
	Iteration 26Q: 3 clusters Score -182728.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182728.625000 Penalty: 2446.882568
	Iteration 27F: 3 clusters Score -182728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Entering Unmasked Estep 
Score: -1011882.812500 Penalty: 1494.948730
	Iteration 0F: 2 clusters Score -1011883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1004801.437500 Penalty: 2989.897461
	Iteration 0F: 3 clusters Score -1004801 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1007071.312500 Penalty: 2989.897461
	Iteration 1F: 3 clusters Score -1007071 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1007362.500000 Penalty: 2989.897461
	Iteration 2F: 3 clusters Score -1007362 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1007601.312500 Penalty: 2989.897461
	Iteration 3F: 3 clusters Score -1007601 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1007798.125000 Penalty: 2989.897461
	Iteration 4Q: 3 clusters Score -1007798 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1007999.375000 Penalty: 2989.897461
	Iteration 5Q: 3 clusters Score -1007999 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1008231.375000 Penalty: 2989.897461
	Iteration 6Q: 3 clusters Score -1008231 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1008479.875000 Penalty: 2989.897461
	Iteration 7Q: 3 clusters Score -1008480 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1008759.250000 Penalty: 2989.897461
	Iteration 8Q: 3 clusters Score -1008759 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1009035.437500 Penalty: 2989.897461
	Iteration 9Q: 3 clusters Score -1009035 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1009308.937500 Penalty: 2989.897461
	Iteration 10Q: 3 clusters Score -1009309 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1009576.062500 Penalty: 2989.897461
	Iteration 11Q: 3 clusters Score -1009576 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1009787.375000 Penalty: 2989.897461
	Iteration 12Q: 3 clusters Score -1009787 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1009941.687500 Penalty: 2989.897461
	Iteration 13Q: 3 clusters Score -1009942 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1010049.812500 Penalty: 2989.897461
	Iteration 14Q: 3 clusters Score -1010050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1010118.687500 Penalty: 2989.897461
	Iteration 15Q: 3 clusters Score -1010119 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1010166.687500 Penalty: 2989.897461
	Iteration 16Q: 3 clusters Score -1010167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1010204.812500 Penalty: 2989.897461
	Iteration 17Q: 3 clusters Score -1010205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1010239.500000 Penalty: 2989.897461
	Iteration 18Q: 3 clusters Score -1010240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1010267.062500 Penalty: 2989.897461
	Iteration 19Q: 3 clusters Score -1010267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1010291.312500 Penalty: 2989.897461
	Iteration 20F: 3 clusters Score -1010291 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1010318.687500 Penalty: 2989.897461
	Iteration 21Q: 3 clusters Score -1010319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1010339.562500 Penalty: 2989.897461
	Iteration 22Q: 3 clusters Score -1010340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1010358.312500 Penalty: 2989.897461
	Iteration 23Q: 3 clusters Score -1010358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1010376.437500 Penalty: 2989.897461
	Iteration 24Q: 3 clusters Score -1010376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1010389.125000 Penalty: 2989.897461
	Iteration 25Q: 3 clusters Score -1010389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1010397.375000 Penalty: 2989.897461
	Iteration 26Q: 3 clusters Score -1010397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1010407.625000 Penalty: 2989.897461
	Iteration 27Q: 3 clusters Score -1010408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1010412.875000 Penalty: 2989.897461
	Iteration 28Q: 3 clusters Score -1010413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1010414.312500 Penalty: 2989.897461
	Iteration 29Q: 3 clusters Score -1010414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1010415.312500 Penalty: 2989.897461
	Iteration 30Q: 3 clusters Score -1010415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1010421.687500 Penalty: 2989.897461
	Iteration 31Q: 3 clusters Score -1010422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1010422.750000 Penalty: 2989.897461
	Iteration 32Q: 3 clusters Score -1010423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1010421.562500 Penalty: 2989.897461
	Iteration 33Q: 3 clusters Score -1010422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1010428.125000 Penalty: 2989.897461
	Iteration 34Q: 3 clusters Score -1010428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1010429.000000 Penalty: 2989.897461
	Iteration 35Q: 3 clusters Score -1010429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1010429.937500 Penalty: 2989.897461
	Iteration 36Q: 3 clusters Score -1010430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1010431.000000 Penalty: 2989.897461
	Iteration 37Q: 3 clusters Score -1010431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1010433.125000 Penalty: 2989.897461
	Iteration 38Q: 3 clusters Score -1010433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1010439.250000 Penalty: 2989.897461
	Iteration 39Q: 3 clusters Score -1010439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1010442.562500 Penalty: 2989.897461
	Iteration 40F: 3 clusters Score -1010443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1010446.500000 Penalty: 2989.897461
	Iteration 41Q: 3 clusters Score -1010446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1010450.625000 Penalty: 2989.897461
	Iteration 42Q: 3 clusters Score -1010451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1010451.375000 Penalty: 2989.897461
	Iteration 43Q: 3 clusters Score -1010451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1010454.812500 Penalty: 2989.897461
	Iteration 44Q: 3 clusters Score -1010455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1010460.437500 Penalty: 2989.897461
	Iteration 45Q: 3 clusters Score -1010460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1010464.125000 Penalty: 2989.897461
	Iteration 46Q: 3 clusters Score -1010464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1010471.812500 Penalty: 2989.897461
	Iteration 47Q: 3 clusters Score -1010472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1010473.500000 Penalty: 2989.897461
	Iteration 48Q: 3 clusters Score -1010474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1010475.437500 Penalty: 2989.897461
	Iteration 49Q: 3 clusters Score -1010475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1010479.562500 Penalty: 2989.897461
	Iteration 50Q: 3 clusters Score -1010480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1010486.437500 Penalty: 2989.897461
	Iteration 51Q: 3 clusters Score -1010486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1010489.812500 Penalty: 2989.897461
	Iteration 52Q: 3 clusters Score -1010490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1010492.312500 Penalty: 2989.897461
	Iteration 53Q: 3 clusters Score -1010492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1010496.187500 Penalty: 2989.897461
	Iteration 54Q: 3 clusters Score -1010496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1010498.625000 Penalty: 2989.897461
	Iteration 55Q: 3 clusters Score -1010499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1010502.750000 Penalty: 2989.897461
	Iteration 56Q: 3 clusters Score -1010503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1010503.062500 Penalty: 2989.897461
	Iteration 57Q: 3 clusters Score -1010503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1010507.875000 Penalty: 2989.897461
	Iteration 58Q: 3 clusters Score -1010508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1010508.687500 Penalty: 2989.897461
	Iteration 59Q: 3 clusters Score -1010509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1010510.875000 Penalty: 2989.897461
	Iteration 60F: 3 clusters Score -1010511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1010509.687500 Penalty: 2989.897461
	Iteration 61Q: 3 clusters Score -1010510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1010510.000000 Penalty: 2989.897461
	Iteration 62Q: 3 clusters Score -1010510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1010510.750000 Penalty: 2989.897461
	Iteration 63Q: 3 clusters Score -1010511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1010510.750000 Penalty: 2989.897461
	Iteration 64F: 3 clusters Score -1010511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Entering Unmasked Estep 
Score: -776636.000000 Penalty: 1451.677490
	Iteration 0F: 2 clusters Score -776636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -771032.187500 Penalty: 2903.354980
	Iteration 0F: 3 clusters Score -771032.2 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -772709.187500 Penalty: 2903.354980
	Iteration 1F: 3 clusters Score -772709.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -772981.000000 Penalty: 2903.354980
	Iteration 2F: 3 clusters Score -772981 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -773267.000000 Penalty: 2903.354980
	Iteration 3F: 3 clusters Score -773267 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -773548.750000 Penalty: 2903.354980
	Iteration 4F: 3 clusters Score -773548.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -773867.312500 Penalty: 2903.354980
	Iteration 5F: 3 clusters Score -773867.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -774255.750000 Penalty: 2903.354980
	Iteration 6F: 3 clusters Score -774255.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -774671.625000 Penalty: 2903.354980
	Iteration 7F: 3 clusters Score -774671.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -775077.187500 Penalty: 2903.354980
	Iteration 8F: 3 clusters Score -775077.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -775383.812500 Penalty: 2903.354980
	Iteration 9Q: 3 clusters Score -775383.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -775588.812500 Penalty: 2903.354980
	Iteration 10Q: 3 clusters Score -775588.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -775710.812500 Penalty: 2903.354980
	Iteration 11Q: 3 clusters Score -775710.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -775784.687500 Penalty: 2903.354980
	Iteration 12Q: 3 clusters Score -775784.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -775840.500000 Penalty: 2903.354980
	Iteration 13Q: 3 clusters Score -775840.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -775882.000000 Penalty: 2903.354980
	Iteration 14Q: 3 clusters Score -775882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -775913.937500 Penalty: 2903.354980
	Iteration 15Q: 3 clusters Score -775913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -775926.375000 Penalty: 2903.354980
	Iteration 16Q: 3 clusters Score -775926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -775932.250000 Penalty: 2903.354980
	Iteration 17Q: 3 clusters Score -775932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -775934.687500 Penalty: 2903.354980
	Iteration 18Q: 3 clusters Score -775934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -775936.437500 Penalty: 2903.354980
	Iteration 19Q: 3 clusters Score -775936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -775937.875000 Penalty: 2903.354980
	Iteration 20F: 3 clusters Score -775937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -775941.500000 Penalty: 2903.354980
	Iteration 21Q: 3 clusters Score -775941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -775946.750000 Penalty: 2903.354980
	Iteration 22Q: 3 clusters Score -775946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -775952.750000 Penalty: 2903.354980
	Iteration 23Q: 3 clusters Score -775952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -775956.687500 Penalty: 2903.354980
	Iteration 24Q: 3 clusters Score -775956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -775956.625000 Penalty: 2903.354980
	Iteration 25Q: 3 clusters Score -775956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -775957.562500 Penalty: 2903.354980
	Iteration 26Q: 3 clusters Score -775957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -775958.750000 Penalty: 2903.354980
	Iteration 27Q: 3 clusters Score -775958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -775960.125000 Penalty: 2903.354980
	Iteration 28Q: 3 clusters Score -775960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -775960.875000 Penalty: 2903.354980
	Iteration 29Q: 3 clusters Score -775960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -775960.875000 Penalty: 2903.354980
	Iteration 30Q: 3 clusters Score -775960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -775960.875000 Penalty: 2903.354980
	Iteration 31F: 3 clusters Score -775960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Entering Unmasked Estep 
Score: -787178.250000 Penalty: 1453.891602
	Iteration 0F: 2 clusters Score -787178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -781461.937500 Penalty: 2907.783203
	Iteration 0F: 3 clusters Score -781461.9 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -783266.812500 Penalty: 2907.783203
	Iteration 1F: 3 clusters Score -783266.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -783534.125000 Penalty: 2907.783203
	Iteration 2F: 3 clusters Score -783534.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -783758.437500 Penalty: 2907.783203
	Iteration 3F: 3 clusters Score -783758.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -783935.062500 Penalty: 2907.783203
	Iteration 4Q: 3 clusters Score -783935.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -784116.750000 Penalty: 2907.783203
	Iteration 5Q: 3 clusters Score -784116.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -784304.125000 Penalty: 2907.783203
	Iteration 6Q: 3 clusters Score -784304.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -784475.125000 Penalty: 2907.783203
	Iteration 7Q: 3 clusters Score -784475.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -784607.687500 Penalty: 2907.783203
	Iteration 8Q: 3 clusters Score -784607.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -784738.312500 Penalty: 2907.783203
	Iteration 9Q: 3 clusters Score -784738.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -784851.375000 Penalty: 2907.783203
	Iteration 10Q: 3 clusters Score -784851.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -784951.375000 Penalty: 2907.783203
	Iteration 11Q: 3 clusters Score -784951.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -785026.000000 Penalty: 2907.783203
	Iteration 12Q: 3 clusters Score -785026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -785081.125000 Penalty: 2907.783203
	Iteration 13Q: 3 clusters Score -785081.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -785128.125000 Penalty: 2907.783203
	Iteration 14Q: 3 clusters Score -785128.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -785166.312500 Penalty: 2907.783203
	Iteration 15Q: 3 clusters Score -785166.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -785199.562500 Penalty: 2907.783203
	Iteration 16Q: 3 clusters Score -785199.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -785236.562500 Penalty: 2907.783203
	Iteration 17Q: 3 clusters Score -785236.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -785270.000000 Penalty: 2907.783203
	Iteration 18Q: 3 clusters Score -785270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -785296.500000 Penalty: 2907.783203
	Iteration 19Q: 3 clusters Score -785296.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -785321.937500 Penalty: 2907.783203
	Iteration 20F: 3 clusters Score -785321.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -785344.812500 Penalty: 2907.783203
	Iteration 21Q: 3 clusters Score -785344.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -785363.625000 Penalty: 2907.783203
	Iteration 22Q: 3 clusters Score -785363.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -785381.625000 Penalty: 2907.783203
	Iteration 23Q: 3 clusters Score -785381.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -785399.937500 Penalty: 2907.783203
	Iteration 24Q: 3 clusters Score -785399.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -785422.687500 Penalty: 2907.783203
	Iteration 25Q: 3 clusters Score -785422.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -785447.125000 Penalty: 2907.783203
	Iteration 26Q: 3 clusters Score -785447.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -785471.812500 Penalty: 2907.783203
	Iteration 27Q: 3 clusters Score -785471.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -785500.500000 Penalty: 2907.783203
	Iteration 28Q: 3 clusters Score -785500.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -785521.812500 Penalty: 2907.783203
	Iteration 29Q: 3 clusters Score -785521.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -785538.875000 Penalty: 2907.783203
	Iteration 30Q: 3 clusters Score -785538.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -785557.437500 Penalty: 2907.783203
	Iteration 31Q: 3 clusters Score -785557.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -785576.812500 Penalty: 2907.783203
	Iteration 32Q: 3 clusters Score -785576.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -785600.500000 Penalty: 2907.783203
	Iteration 33Q: 3 clusters Score -785600.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -785627.875000 Penalty: 2907.783203
	Iteration 34Q: 3 clusters Score -785627.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -785653.062500 Penalty: 2907.783203
	Iteration 35Q: 3 clusters Score -785653.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -785683.750000 Penalty: 2907.783203
	Iteration 36Q: 3 clusters Score -785683.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -785711.812500 Penalty: 2907.783203
	Iteration 37Q: 3 clusters Score -785711.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -785735.625000 Penalty: 2907.783203
	Iteration 38Q: 3 clusters Score -785735.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -785766.875000 Penalty: 2907.783203
	Iteration 39Q: 3 clusters Score -785766.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -785796.437500 Penalty: 2907.783203
	Iteration 40F: 3 clusters Score -785796.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -785821.562500 Penalty: 2907.783203
	Iteration 41Q: 3 clusters Score -785821.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -785839.250000 Penalty: 2907.783203
	Iteration 42Q: 3 clusters Score -785839.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -785855.937500 Penalty: 2907.783203
	Iteration 43Q: 3 clusters Score -785855.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -785869.437500 Penalty: 2907.783203
	Iteration 44Q: 3 clusters Score -785869.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -785883.000000 Penalty: 2907.783203
	Iteration 45Q: 3 clusters Score -785883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -785898.625000 Penalty: 2907.783203
	Iteration 46Q: 3 clusters Score -785898.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -785916.687500 Penalty: 2907.783203
	Iteration 47Q: 3 clusters Score -785916.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -785933.687500 Penalty: 2907.783203
	Iteration 48Q: 3 clusters Score -785933.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -785949.500000 Penalty: 2907.783203
	Iteration 49Q: 3 clusters Score -785949.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -785965.750000 Penalty: 2907.783203
	Iteration 50Q: 3 clusters Score -785965.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -785978.750000 Penalty: 2907.783203
	Iteration 51Q: 3 clusters Score -785978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -785983.875000 Penalty: 2907.783203
	Iteration 52Q: 3 clusters Score -785983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -785990.562500 Penalty: 2907.783203
	Iteration 53Q: 3 clusters Score -785990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -785993.062500 Penalty: 2907.783203
	Iteration 54Q: 3 clusters Score -785993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -786000.250000 Penalty: 2907.783203
	Iteration 55Q: 3 clusters Score -786000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -786004.187500 Penalty: 2907.783203
	Iteration 56Q: 3 clusters Score -786004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -786010.812500 Penalty: 2907.783203
	Iteration 57Q: 3 clusters Score -786010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -786019.937500 Penalty: 2907.783203
	Iteration 58Q: 3 clusters Score -786019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -786025.062500 Penalty: 2907.783203
	Iteration 59Q: 3 clusters Score -786025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -786027.000000 Penalty: 2907.783203
	Iteration 60F: 3 clusters Score -786027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -786029.937500 Penalty: 2907.783203
	Iteration 61Q: 3 clusters Score -786029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -786033.187500 Penalty: 2907.783203
	Iteration 62Q: 3 clusters Score -786033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -786035.375000 Penalty: 2907.783203
	Iteration 63Q: 3 clusters Score -786035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -786035.375000 Penalty: 2907.783203
	Iteration 64F: 3 clusters Score -786035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -1112438.750000 Penalty: 1511.798462
	Iteration 0F: 2 clusters Score -1112439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1104640.500000 Penalty: 3023.596924
	Iteration 0F: 3 clusters Score -1104640 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1107086.625000 Penalty: 3023.596924
	Iteration 1F: 3 clusters Score -1107087 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1107301.750000 Penalty: 3023.596924
	Iteration 2F: 3 clusters Score -1107302 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1107451.000000 Penalty: 3023.596924
	Iteration 3Q: 3 clusters Score -1107451 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1107560.250000 Penalty: 3023.596924
	Iteration 4Q: 3 clusters Score -1107560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1107642.625000 Penalty: 3023.596924
	Iteration 5Q: 3 clusters Score -1107643 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1107709.875000 Penalty: 3023.596924
	Iteration 6Q: 3 clusters Score -1107710 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1107774.875000 Penalty: 3023.596924
	Iteration 7Q: 3 clusters Score -1107775 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1107831.875000 Penalty: 3023.596924
	Iteration 8Q: 3 clusters Score -1107832 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1107892.500000 Penalty: 3023.596924
	Iteration 9Q: 3 clusters Score -1107892 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1107945.250000 Penalty: 3023.596924
	Iteration 10Q: 3 clusters Score -1107945 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1107998.250000 Penalty: 3023.596924
	Iteration 11Q: 3 clusters Score -1107998 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1108057.750000 Penalty: 3023.596924
	Iteration 12Q: 3 clusters Score -1108058 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1108115.500000 Penalty: 3023.596924
	Iteration 13Q: 3 clusters Score -1108116 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1108184.000000 Penalty: 3023.596924
	Iteration 14Q: 3 clusters Score -1108184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1108258.875000 Penalty: 3023.596924
	Iteration 15Q: 3 clusters Score -1108259 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1108351.500000 Penalty: 3023.596924
	Iteration 16Q: 3 clusters Score -1108352 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1108453.375000 Penalty: 3023.596924
	Iteration 17Q: 3 clusters Score -1108453 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1108577.375000 Penalty: 3023.596924
	Iteration 18Q: 3 clusters Score -1108577 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1108729.625000 Penalty: 3023.596924
	Iteration 19Q: 3 clusters Score -1108730 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1108884.125000 Penalty: 3023.596924
	Iteration 20F: 3 clusters Score -1108884 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1109043.375000 Penalty: 3023.596924
	Iteration 21Q: 3 clusters Score -1109043 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1109226.250000 Penalty: 3023.596924
	Iteration 22Q: 3 clusters Score -1109226 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1109438.250000 Penalty: 3023.596924
	Iteration 23Q: 3 clusters Score -1109438 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1109687.750000 Penalty: 3023.596924
	Iteration 24Q: 3 clusters Score -1109688 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1109939.500000 Penalty: 3023.596924
	Iteration 25Q: 3 clusters Score -1109940 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1110213.375000 Penalty: 3023.596924
	Iteration 26Q: 3 clusters Score -1110213 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1110442.750000 Penalty: 3023.596924
	Iteration 27Q: 3 clusters Score -1110443 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1110612.375000 Penalty: 3023.596924
	Iteration 28Q: 3 clusters Score -1110612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1110744.875000 Penalty: 3023.596924
	Iteration 29Q: 3 clusters Score -1110745 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1110846.125000 Penalty: 3023.596924
	Iteration 30Q: 3 clusters Score -1110846 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1110939.875000 Penalty: 3023.596924
	Iteration 31Q: 3 clusters Score -1110940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1111004.500000 Penalty: 3023.596924
	Iteration 32Q: 3 clusters Score -1111004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1111041.000000 Penalty: 3023.596924
	Iteration 33Q: 3 clusters Score -1111041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1111065.125000 Penalty: 3023.596924
	Iteration 34Q: 3 clusters Score -1111065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1111088.000000 Penalty: 3023.596924
	Iteration 35Q: 3 clusters Score -1111088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1111105.375000 Penalty: 3023.596924
	Iteration 36Q: 3 clusters Score -1111105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1111119.500000 Penalty: 3023.596924
	Iteration 37Q: 3 clusters Score -1111120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1111128.000000 Penalty: 3023.596924
	Iteration 38Q: 3 clusters Score -1111128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1111136.125000 Penalty: 3023.596924
	Iteration 39Q: 3 clusters Score -1111136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1111141.750000 Penalty: 3023.596924
	Iteration 40F: 3 clusters Score -1111142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1111151.250000 Penalty: 3023.596924
	Iteration 41Q: 3 clusters Score -1111151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1111160.250000 Penalty: 3023.596924
	Iteration 42Q: 3 clusters Score -1111160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1111167.000000 Penalty: 3023.596924
	Iteration 43Q: 3 clusters Score -1111167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1111172.625000 Penalty: 3023.596924
	Iteration 44Q: 3 clusters Score -1111173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1111176.750000 Penalty: 3023.596924
	Iteration 45Q: 3 clusters Score -1111177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1111178.875000 Penalty: 3023.596924
	Iteration 46Q: 3 clusters Score -1111179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1111178.375000 Penalty: 3023.596924
	Iteration 47Q: 3 clusters Score -1111178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1111182.000000 Penalty: 3023.596924
	Iteration 48Q: 3 clusters Score -1111182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1111182.000000 Penalty: 3023.596924
	Iteration 49F: 3 clusters Score -1111182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -274360.875000 Penalty: 1296.364014
	Iteration 0F: 2 clusters Score -274360.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -271692.562500 Penalty: 2592.728027
	Iteration 0F: 3 clusters Score -271692.6 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -272408.250000 Penalty: 2592.728027
	Iteration 1F: 3 clusters Score -272408.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -272632.218750 Penalty: 2592.728027
	Iteration 2F: 3 clusters Score -272632.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272845.281250 Penalty: 2592.728027
	Iteration 3F: 3 clusters Score -272845.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -273086.937500 Penalty: 2592.728027
	Iteration 4F: 3 clusters Score -273086.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -273321.875000 Penalty: 2592.728027
	Iteration 5F: 3 clusters Score -273321.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -273570.062500 Penalty: 2592.728027
	Iteration 6F: 3 clusters Score -273570.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -273799.531250 Penalty: 2592.728027
	Iteration 7F: 3 clusters Score -273799.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274015.062500 Penalty: 2592.728027
	Iteration 8Q: 3 clusters Score -274015.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -274151.093750 Penalty: 2592.728027
	Iteration 9Q: 3 clusters Score -274151.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -274241.562500 Penalty: 2592.728027
	Iteration 10Q: 3 clusters Score -274241.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274304.375000 Penalty: 2592.728027
	Iteration 11Q: 3 clusters Score -274304.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -274351.718750 Penalty: 2592.728027
	Iteration 12Q: 3 clusters Score -274351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -274396.968750 Penalty: 2592.728027
	Iteration 13Q: 3 clusters Score -274397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274436.375000 Penalty: 2592.728027
	Iteration 14Q: 3 clusters Score -274436.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -274479.187500 Penalty: 2592.728027
	Iteration 15Q: 3 clusters Score -274479.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274527.406250 Penalty: 2592.728027
	Iteration 16Q: 3 clusters Score -274527.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -274583.812500 Penalty: 2592.728027
	Iteration 17Q: 3 clusters Score -274583.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -274670.062500 Penalty: 2592.728027
	Iteration 18Q: 3 clusters Score -274670.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -274794.000000 Penalty: 2592.728027
	Iteration 19Q: 3 clusters Score -274794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -274983.031250 Penalty: 2592.728027
	Iteration 20F: 3 clusters Score -274983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -275256.437500 Penalty: 2592.728027
	Iteration 21Q: 3 clusters Score -275256.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -275550.093750 Penalty: 2592.728027
	Iteration 22Q: 3 clusters Score -275550.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -275761.437500 Penalty: 2592.728027
	Iteration 23Q: 3 clusters Score -275761.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -275992.468750 Penalty: 2592.728027
	Iteration 24Q: 3 clusters Score -275992.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -276173.656250 Penalty: 2592.728027
	Iteration 25Q: 3 clusters Score -276173.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -276226.250000 Penalty: 2592.728027
	Iteration 26Q: 3 clusters Score -276226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -276234.375000 Penalty: 2592.728027
	Iteration 27Q: 3 clusters Score -276234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -276234.437500 Penalty: 2592.728027
	Iteration 28Q: 3 clusters Score -276234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -276234.437500 Penalty: 2592.728027
	Iteration 29F: 3 clusters Score -276234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 105032 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Mstep: Class 38 contains 10949 members 
Mstep: Class 39 contains 1512 members 
Entering Unmasked Estep 
Score: -54918776.000000 Penalty: 83849.054688
Splitting cluster 18 changes total score from -54912236.000000 to -54918776.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (16338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Entering Unmasked Estep 
Score: -1625685.125000 Penalty: 1576.453003
	Iteration 0F: 2 clusters Score -1625685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1614503.500000 Penalty: 3152.906006
	Iteration 0F: 3 clusters Score -1614504 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1618770.875000 Penalty: 3152.906006
	Iteration 1F: 3 clusters Score -1618771 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1619386.375000 Penalty: 3152.906006
	Iteration 2F: 3 clusters Score -1619386 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1619961.000000 Penalty: 3152.906006
	Iteration 3F: 3 clusters Score -1619961 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1620502.500000 Penalty: 3152.906006
	Iteration 4F: 3 clusters Score -1620502 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1621082.625000 Penalty: 3152.906006
	Iteration 5F: 3 clusters Score -1621083 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1621625.875000 Penalty: 3152.906006
	Iteration 6F: 3 clusters Score -1621626 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1622153.000000 Penalty: 3152.906006
	Iteration 7Q: 3 clusters Score -1622153 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1622624.750000 Penalty: 3152.906006
	Iteration 8Q: 3 clusters Score -1622625 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1623048.625000 Penalty: 3152.906006
	Iteration 9Q: 3 clusters Score -1623049 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1623376.000000 Penalty: 3152.906006
	Iteration 10Q: 3 clusters Score -1623376 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1623687.375000 Penalty: 3152.906006
	Iteration 11Q: 3 clusters Score -1623687 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1623975.000000 Penalty: 3152.906006
	Iteration 12Q: 3 clusters Score -1623975 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1624214.375000 Penalty: 3152.906006
	Iteration 13Q: 3 clusters Score -1624214 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1624340.125000 Penalty: 3152.906006
	Iteration 14Q: 3 clusters Score -1624340 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1624403.875000 Penalty: 3152.906006
	Iteration 15Q: 3 clusters Score -1624404 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1624453.000000 Penalty: 3152.906006
	Iteration 16Q: 3 clusters Score -1624453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1624475.625000 Penalty: 3152.906006
	Iteration 17Q: 3 clusters Score -1624476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1624503.125000 Penalty: 3152.906006
	Iteration 18Q: 3 clusters Score -1624503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1624520.875000 Penalty: 3152.906006
	Iteration 19Q: 3 clusters Score -1624521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1624531.500000 Penalty: 3152.906006
	Iteration 20F: 3 clusters Score -1624532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1624543.875000 Penalty: 3152.906006
	Iteration 21Q: 3 clusters Score -1624544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1624551.250000 Penalty: 3152.906006
	Iteration 22Q: 3 clusters Score -1624551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1624562.375000 Penalty: 3152.906006
	Iteration 23Q: 3 clusters Score -1624562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1624569.375000 Penalty: 3152.906006
	Iteration 24Q: 3 clusters Score -1624569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1624576.375000 Penalty: 3152.906006
	Iteration 25Q: 3 clusters Score -1624576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1624588.750000 Penalty: 3152.906006
	Iteration 26Q: 3 clusters Score -1624589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1624601.375000 Penalty: 3152.906006
	Iteration 27Q: 3 clusters Score -1624601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1624608.750000 Penalty: 3152.906006
	Iteration 28Q: 3 clusters Score -1624609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1624617.375000 Penalty: 3152.906006
	Iteration 29Q: 3 clusters Score -1624617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1624619.875000 Penalty: 3152.906006
	Iteration 30Q: 3 clusters Score -1624620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1624627.125000 Penalty: 3152.906006
	Iteration 31Q: 3 clusters Score -1624627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1624631.625000 Penalty: 3152.906006
	Iteration 32Q: 3 clusters Score -1624632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1624630.750000 Penalty: 3152.906006
	Iteration 33Q: 3 clusters Score -1624631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1624636.375000 Penalty: 3152.906006
	Iteration 34Q: 3 clusters Score -1624636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1624641.500000 Penalty: 3152.906006
	Iteration 35Q: 3 clusters Score -1624642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1624643.375000 Penalty: 3152.906006
	Iteration 36Q: 3 clusters Score -1624643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1624644.750000 Penalty: 3152.906006
	Iteration 37Q: 3 clusters Score -1624645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1624640.750000 Penalty: 3152.906006
	Iteration 38Q: 3 clusters Score -1624641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1624647.250000 Penalty: 3152.906006
	Iteration 39Q: 3 clusters Score -1624647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1624647.000000 Penalty: 3152.906006
	Iteration 40F: 3 clusters Score -1624647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1624648.125000 Penalty: 3152.906006
	Iteration 41Q: 3 clusters Score -1624648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1624651.375000 Penalty: 3152.906006
	Iteration 42Q: 3 clusters Score -1624651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1624652.125000 Penalty: 3152.906006
	Iteration 43Q: 3 clusters Score -1624652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1624653.750000 Penalty: 3152.906006
	Iteration 44Q: 3 clusters Score -1624654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1624657.250000 Penalty: 3152.906006
	Iteration 45Q: 3 clusters Score -1624657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1624660.500000 Penalty: 3152.906006
	Iteration 46Q: 3 clusters Score -1624660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1624659.875000 Penalty: 3152.906006
	Iteration 47Q: 3 clusters Score -1624660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1624663.625000 Penalty: 3152.906006
	Iteration 48Q: 3 clusters Score -1624664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1624664.125000 Penalty: 3152.906006
	Iteration 49Q: 3 clusters Score -1624664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1624666.125000 Penalty: 3152.906006
	Iteration 50Q: 3 clusters Score -1624666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1624668.250000 Penalty: 3152.906006
	Iteration 51Q: 3 clusters Score -1624668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1624672.500000 Penalty: 3152.906006
	Iteration 52Q: 3 clusters Score -1624672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1624672.625000 Penalty: 3152.906006
	Iteration 53Q: 3 clusters Score -1624673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1624675.750000 Penalty: 3152.906006
	Iteration 54Q: 3 clusters Score -1624676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1624672.125000 Penalty: 3152.906006
	Iteration 55Q: 3 clusters Score -1624672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1624674.500000 Penalty: 3152.906006
	Iteration 56Q: 3 clusters Score -1624674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1624673.750000 Penalty: 3152.906006
	Iteration 57Q: 3 clusters Score -1624674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1624679.875000 Penalty: 3152.906006
	Iteration 58Q: 3 clusters Score -1624680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1624678.250000 Penalty: 3152.906006
	Iteration 59Q: 3 clusters Score -1624678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1624679.750000 Penalty: 3152.906006
	Iteration 60F: 3 clusters Score -1624680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1624680.375000 Penalty: 3152.906006
	Iteration 61Q: 3 clusters Score -1624680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1624680.250000 Penalty: 3152.906006
	Iteration 62Q: 3 clusters Score -1624680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1624680.750000 Penalty: 3152.906006
	Iteration 63Q: 3 clusters Score -1624681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1624682.375000 Penalty: 3152.906006
	Iteration 64Q: 3 clusters Score -1624682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1624680.375000 Penalty: 3152.906006
	Iteration 65Q: 3 clusters Score -1624680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1624682.500000 Penalty: 3152.906006
	Iteration 66Q: 3 clusters Score -1624682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1624679.625000 Penalty: 3152.906006
	Iteration 67Q: 3 clusters Score -1624680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1624679.625000 Penalty: 3152.906006
	Iteration 68F: 3 clusters Score -1624680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (105032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105032 members 
Entering Unmasked Estep 
Score: -10807354.000000 Penalty: 1878.828247
	Iteration 0F: 2 clusters Score -1.080735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -10738064.000000 Penalty: 3757.656494
	Iteration 0F: 3 clusters Score -1.073806e+07 nChanged 50411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -10768322.000000 Penalty: 3757.656494
	Iteration 1F: 3 clusters Score -1.076832e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -10770351.000000 Penalty: 3757.656494
	Iteration 2Q: 3 clusters Score -1.077035e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -10773344.000000 Penalty: 3757.656494
	Iteration 3F: 3 clusters Score -1.077334e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -10777602.000000 Penalty: 3757.656494
	Iteration 4F: 3 clusters Score -1.07776e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -10783236.000000 Penalty: 3757.656494
	Iteration 5F: 3 clusters Score -1.078324e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -10789571.000000 Penalty: 3757.656494
	Iteration 6F: 3 clusters Score -1.078957e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -10796223.000000 Penalty: 3757.656494
	Iteration 7F: 3 clusters Score -1.079622e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -10801492.000000 Penalty: 3757.656494
	Iteration 8F: 3 clusters Score -1.080149e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -10804238.000000 Penalty: 3757.656494
	Iteration 9Q: 3 clusters Score -1.080424e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -10805585.000000 Penalty: 3757.656494
	Iteration 10Q: 3 clusters Score -1.080558e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -10806617.000000 Penalty: 3757.656494
	Iteration 11Q: 3 clusters Score -1.080662e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -10807267.000000 Penalty: 3757.656494
	Iteration 12Q: 3 clusters Score -1.080727e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -10807688.000000 Penalty: 3757.656494
	Iteration 13Q: 3 clusters Score -1.080769e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -10807928.000000 Penalty: 3757.656494
	Iteration 14Q: 3 clusters Score -1.080793e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -10808094.000000 Penalty: 3757.656494
	Iteration 15Q: 3 clusters Score -1.080809e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -10808289.000000 Penalty: 3757.656494
	Iteration 16Q: 3 clusters Score -1.080829e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -10808279.000000 Penalty: 3757.656494
	Iteration 17Q: 3 clusters Score -1.080828e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -10808326.000000 Penalty: 3757.656494
	Iteration 18Q: 3 clusters Score -1.080833e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 78792 members 
Entering Unmasked Estep 
Score: -10808383.000000 Penalty: 3757.656494
	Iteration 19Q: 3 clusters Score -1.080838e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -10808366.000000 Penalty: 3757.656494
	Iteration 20F: 3 clusters Score -1.080837e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -10808428.000000 Penalty: 3757.656494
	Iteration 21Q: 3 clusters Score -1.080843e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -10808441.000000 Penalty: 3757.656494
	Iteration 22Q: 3 clusters Score -1.080844e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -10808457.000000 Penalty: 3757.656494
	Iteration 23Q: 3 clusters Score -1.080846e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -10808462.000000 Penalty: 3757.656494
	Iteration 24Q: 3 clusters Score -1.080846e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -10808482.000000 Penalty: 3757.656494
	Iteration 25Q: 3 clusters Score -1.080848e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -10808472.000000 Penalty: 3757.656494
	Iteration 26Q: 3 clusters Score -1.080847e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -10808479.000000 Penalty: 3757.656494
	Iteration 27Q: 3 clusters Score -1.080848e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -10808461.000000 Penalty: 3757.656494
	Iteration 28Q: 3 clusters Score -1.080846e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -10808445.000000 Penalty: 3757.656494
	Iteration 29Q: 3 clusters Score -1.080844e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -10808429.000000 Penalty: 3757.656494
	Iteration 30Q: 3 clusters Score -1.080843e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -10808426.000000 Penalty: 3757.656494
	Iteration 31Q: 3 clusters Score -1.080843e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -10808429.000000 Penalty: 3757.656494
	Iteration 32Q: 3 clusters Score -1.080843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -10808449.000000 Penalty: 3757.656494
	Iteration 33Q: 3 clusters Score -1.080845e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10808449.000000 Penalty: 3757.656494
	Iteration 34Q: 3 clusters Score -1.080845e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -10808450.000000 Penalty: 3757.656494
	Iteration 35Q: 3 clusters Score -1.080845e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -10808486.000000 Penalty: 3757.656494
	Iteration 36Q: 3 clusters Score -1.080849e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -10808491.000000 Penalty: 3757.656494
	Iteration 37Q: 3 clusters Score -1.080849e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -10808496.000000 Penalty: 3757.656494
	Iteration 38Q: 3 clusters Score -1.08085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -10808495.000000 Penalty: 3757.656494
	Iteration 39Q: 3 clusters Score -1.08085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -10808502.000000 Penalty: 3757.656494
	Iteration 40F: 3 clusters Score -1.08085e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -10808505.000000 Penalty: 3757.656494
	Iteration 41Q: 3 clusters Score -1.08085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -10808502.000000 Penalty: 3757.656494
	Iteration 42Q: 3 clusters Score -1.08085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10808531.000000 Penalty: 3757.656494
	Iteration 43Q: 3 clusters Score -1.080853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -10808519.000000 Penalty: 3757.656494
	Iteration 44Q: 3 clusters Score -1.080852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -10808531.000000 Penalty: 3757.656494
	Iteration 45Q: 3 clusters Score -1.080853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -10808523.000000 Penalty: 3757.656494
	Iteration 46Q: 3 clusters Score -1.080852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -10808527.000000 Penalty: 3757.656494
	Iteration 47Q: 3 clusters Score -1.080853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -10808526.000000 Penalty: 3757.656494
	Iteration 48Q: 3 clusters Score -1.080853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -10808523.000000 Penalty: 3757.656494
	Iteration 49Q: 3 clusters Score -1.080852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -10808523.000000 Penalty: 3757.656494
	Iteration 50Q: 3 clusters Score -1.080852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -10808509.000000 Penalty: 3757.656494
	Iteration 51Q: 3 clusters Score -1.080851e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -10808507.000000 Penalty: 3757.656494
	Iteration 52Q: 3 clusters Score -1.080851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -10808519.000000 Penalty: 3757.656494
	Iteration 53Q: 3 clusters Score -1.080852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -10808521.000000 Penalty: 3757.656494
	Iteration 54Q: 3 clusters Score -1.080852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -10808518.000000 Penalty: 3757.656494
	Iteration 55Q: 3 clusters Score -1.080852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -10808511.000000 Penalty: 3757.656494
	Iteration 56Q: 3 clusters Score -1.080851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -10808513.000000 Penalty: 3757.656494
	Iteration 57Q: 3 clusters Score -1.080851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -10808515.000000 Penalty: 3757.656494
	Iteration 58Q: 3 clusters Score -1.080852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -10808525.000000 Penalty: 3757.656494
	Iteration 59Q: 3 clusters Score -1.080852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -10808528.000000 Penalty: 3757.656494
	Iteration 60F: 3 clusters Score -1.080853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 81829 members 
Entering Unmasked Estep 
Score: -10808545.000000 Penalty: 3757.656494
	Iteration 61Q: 3 clusters Score -1.080854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -10808536.000000 Penalty: 3757.656494
	Iteration 62Q: 3 clusters Score -1.080854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -10808541.000000 Penalty: 3757.656494
	Iteration 63Q: 3 clusters Score -1.080854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -10808546.000000 Penalty: 3757.656494
	Iteration 64Q: 3 clusters Score -1.080855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -10808534.000000 Penalty: 3757.656494
	Iteration 65Q: 3 clusters Score -1.080853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -10808543.000000 Penalty: 3757.656494
	Iteration 66Q: 3 clusters Score -1.080854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -10808539.000000 Penalty: 3757.656494
	Iteration 67Q: 3 clusters Score -1.080854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -10808544.000000 Penalty: 3757.656494
	Iteration 68Q: 3 clusters Score -1.080854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -10808534.000000 Penalty: 3757.656494
	Iteration 69Q: 3 clusters Score -1.080853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -10808534.000000 Penalty: 3757.656494
	Iteration 70Q: 3 clusters Score -1.080853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -10808524.000000 Penalty: 3757.656494
	Iteration 71Q: 3 clusters Score -1.080852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -10808533.000000 Penalty: 3757.656494
	Iteration 72Q: 3 clusters Score -1.080853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -10808525.000000 Penalty: 3757.656494
	Iteration 73Q: 3 clusters Score -1.080852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10808529.000000 Penalty: 3757.656494
	Iteration 74Q: 3 clusters Score -1.080853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -10808526.000000 Penalty: 3757.656494
	Iteration 75Q: 3 clusters Score -1.080853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -10808528.000000 Penalty: 3757.656494
	Iteration 76Q: 3 clusters Score -1.080853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -10808529.000000 Penalty: 3757.656494
	Iteration 77Q: 3 clusters Score -1.080853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -10808525.000000 Penalty: 3757.656494
	Iteration 78Q: 3 clusters Score -1.080852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -10808524.000000 Penalty: 3757.656494
	Iteration 79Q: 3 clusters Score -1.080852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -10808524.000000 Penalty: 3757.656494
	Iteration 80F: 3 clusters Score -1.080852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Mstep: Class 38 contains 10949 members 
Mstep: Class 39 contains 1512 members 
Mstep: Class 40 contains 82036 members 
Entering Unmasked Estep 
Score: -54920004.000000 Penalty: 85999.031250
Splitting cluster 20 changes total score from -54912236.000000 to -54920004.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (9780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Entering Unmasked Estep 
Score: -990430.625000 Penalty: 1493.065430
	Iteration 0F: 2 clusters Score -990430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -983395.000000 Penalty: 2986.130859
	Iteration 0F: 3 clusters Score -983395 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -985760.250000 Penalty: 2986.130859
	Iteration 1F: 3 clusters Score -985760.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -986419.250000 Penalty: 2986.130859
	Iteration 2F: 3 clusters Score -986419.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -987201.562500 Penalty: 2986.130859
	Iteration 3F: 3 clusters Score -987201.6 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -987969.562500 Penalty: 2986.130859
	Iteration 4F: 3 clusters Score -987969.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -988527.812500 Penalty: 2986.130859
	Iteration 5F: 3 clusters Score -988527.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -988844.750000 Penalty: 2986.130859
	Iteration 6F: 3 clusters Score -988844.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -989021.062500 Penalty: 2986.130859
	Iteration 7Q: 3 clusters Score -989021.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -989148.125000 Penalty: 2986.130859
	Iteration 8Q: 3 clusters Score -989148.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -989250.687500 Penalty: 2986.130859
	Iteration 9Q: 3 clusters Score -989250.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -989348.750000 Penalty: 2986.130859
	Iteration 10Q: 3 clusters Score -989348.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -989432.187500 Penalty: 2986.130859
	Iteration 11Q: 3 clusters Score -989432.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -989511.875000 Penalty: 2986.130859
	Iteration 12Q: 3 clusters Score -989511.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -989589.625000 Penalty: 2986.130859
	Iteration 13Q: 3 clusters Score -989589.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -989652.062500 Penalty: 2986.130859
	Iteration 14Q: 3 clusters Score -989652.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -989703.562500 Penalty: 2986.130859
	Iteration 15Q: 3 clusters Score -989703.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -989740.187500 Penalty: 2986.130859
	Iteration 16Q: 3 clusters Score -989740.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -989764.500000 Penalty: 2986.130859
	Iteration 17Q: 3 clusters Score -989764.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -989781.625000 Penalty: 2986.130859
	Iteration 18Q: 3 clusters Score -989781.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -989790.562500 Penalty: 2986.130859
	Iteration 19Q: 3 clusters Score -989790.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -989800.250000 Penalty: 2986.130859
	Iteration 20F: 3 clusters Score -989800.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -989805.562500 Penalty: 2986.130859
	Iteration 21Q: 3 clusters Score -989805.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -989809.062500 Penalty: 2986.130859
	Iteration 22Q: 3 clusters Score -989809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -989813.000000 Penalty: 2986.130859
	Iteration 23Q: 3 clusters Score -989813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -989819.000000 Penalty: 2986.130859
	Iteration 24Q: 3 clusters Score -989819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -989818.875000 Penalty: 2986.130859
	Iteration 25Q: 3 clusters Score -989818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -989821.750000 Penalty: 2986.130859
	Iteration 26Q: 3 clusters Score -989821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -989824.000000 Penalty: 2986.130859
	Iteration 27Q: 3 clusters Score -989824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -989825.375000 Penalty: 2986.130859
	Iteration 28Q: 3 clusters Score -989825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -989825.125000 Penalty: 2986.130859
	Iteration 29Q: 3 clusters Score -989825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -989828.812500 Penalty: 2986.130859
	Iteration 30Q: 3 clusters Score -989828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -989828.125000 Penalty: 2986.130859
	Iteration 31Q: 3 clusters Score -989828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -989830.562500 Penalty: 2986.130859
	Iteration 32Q: 3 clusters Score -989830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -989831.750000 Penalty: 2986.130859
	Iteration 33Q: 3 clusters Score -989831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -989831.375000 Penalty: 2986.130859
	Iteration 34Q: 3 clusters Score -989831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -989831.375000 Penalty: 2986.130859
	Iteration 35F: 3 clusters Score -989831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -428805.406250 Penalty: 1366.488892
	Iteration 0F: 2 clusters Score -428805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -425143.125000 Penalty: 2732.977783
	Iteration 0F: 3 clusters Score -425143.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -426303.781250 Penalty: 2732.977783
	Iteration 1F: 3 clusters Score -426303.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -426722.906250 Penalty: 2732.977783
	Iteration 2F: 3 clusters Score -426722.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -427288.093750 Penalty: 2732.977783
	Iteration 3F: 3 clusters Score -427288.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -427828.125000 Penalty: 2732.977783
	Iteration 4F: 3 clusters Score -427828.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -428171.781250 Penalty: 2732.977783
	Iteration 5F: 3 clusters Score -428171.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -428352.187500 Penalty: 2732.977783
	Iteration 6Q: 3 clusters Score -428352.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -428456.937500 Penalty: 2732.977783
	Iteration 7Q: 3 clusters Score -428456.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -428516.718750 Penalty: 2732.977783
	Iteration 8Q: 3 clusters Score -428516.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -428553.031250 Penalty: 2732.977783
	Iteration 9Q: 3 clusters Score -428553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -428583.156250 Penalty: 2732.977783
	Iteration 10Q: 3 clusters Score -428583.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -428608.062500 Penalty: 2732.977783
	Iteration 11Q: 3 clusters Score -428608.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -428630.093750 Penalty: 2732.977783
	Iteration 12Q: 3 clusters Score -428630.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -428643.750000 Penalty: 2732.977783
	Iteration 13Q: 3 clusters Score -428643.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -428653.687500 Penalty: 2732.977783
	Iteration 14Q: 3 clusters Score -428653.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -428660.875000 Penalty: 2732.977783
	Iteration 15Q: 3 clusters Score -428660.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -428668.250000 Penalty: 2732.977783
	Iteration 16Q: 3 clusters Score -428668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -428674.500000 Penalty: 2732.977783
	Iteration 17Q: 3 clusters Score -428674.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -428685.062500 Penalty: 2732.977783
	Iteration 18Q: 3 clusters Score -428685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -428694.375000 Penalty: 2732.977783
	Iteration 19Q: 3 clusters Score -428694.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -428702.937500 Penalty: 2732.977783
	Iteration 20F: 3 clusters Score -428702.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -428710.343750 Penalty: 2732.977783
	Iteration 21Q: 3 clusters Score -428710.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -428721.375000 Penalty: 2732.977783
	Iteration 22Q: 3 clusters Score -428721.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -428734.562500 Penalty: 2732.977783
	Iteration 23Q: 3 clusters Score -428734.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -428745.781250 Penalty: 2732.977783
	Iteration 24Q: 3 clusters Score -428745.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -428755.781250 Penalty: 2732.977783
	Iteration 25Q: 3 clusters Score -428755.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -428765.937500 Penalty: 2732.977783
	Iteration 26Q: 3 clusters Score -428765.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -428776.437500 Penalty: 2732.977783
	Iteration 27Q: 3 clusters Score -428776.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -428782.812500 Penalty: 2732.977783
	Iteration 28Q: 3 clusters Score -428782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -428788.437500 Penalty: 2732.977783
	Iteration 29Q: 3 clusters Score -428788.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -428791.843750 Penalty: 2732.977783
	Iteration 30Q: 3 clusters Score -428791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -428797.281250 Penalty: 2732.977783
	Iteration 31Q: 3 clusters Score -428797.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -428799.781250 Penalty: 2732.977783
	Iteration 32Q: 3 clusters Score -428799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -428801.937500 Penalty: 2732.977783
	Iteration 33Q: 3 clusters Score -428801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -428806.125000 Penalty: 2732.977783
	Iteration 34Q: 3 clusters Score -428806.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -428808.437500 Penalty: 2732.977783
	Iteration 35Q: 3 clusters Score -428808.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -428812.875000 Penalty: 2732.977783
	Iteration 36Q: 3 clusters Score -428812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -428817.031250 Penalty: 2732.977783
	Iteration 37Q: 3 clusters Score -428817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -428826.218750 Penalty: 2732.977783
	Iteration 38Q: 3 clusters Score -428826.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -428838.656250 Penalty: 2732.977783
	Iteration 39Q: 3 clusters Score -428838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -428849.187500 Penalty: 2732.977783
	Iteration 40F: 3 clusters Score -428849.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -428856.156250 Penalty: 2732.977783
	Iteration 41Q: 3 clusters Score -428856.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -428869.187500 Penalty: 2732.977783
	Iteration 42Q: 3 clusters Score -428869.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -428883.718750 Penalty: 2732.977783
	Iteration 43Q: 3 clusters Score -428883.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -428897.187500 Penalty: 2732.977783
	Iteration 44Q: 3 clusters Score -428897.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -428907.843750 Penalty: 2732.977783
	Iteration 45Q: 3 clusters Score -428907.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -428913.906250 Penalty: 2732.977783
	Iteration 46Q: 3 clusters Score -428913.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -428916.843750 Penalty: 2732.977783
	Iteration 47Q: 3 clusters Score -428916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -428919.718750 Penalty: 2732.977783
	Iteration 48Q: 3 clusters Score -428919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -428922.062500 Penalty: 2732.977783
	Iteration 49Q: 3 clusters Score -428922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -428924.312500 Penalty: 2732.977783
	Iteration 50Q: 3 clusters Score -428924.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -428925.406250 Penalty: 2732.977783
	Iteration 51Q: 3 clusters Score -428925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -428926.593750 Penalty: 2732.977783
	Iteration 52Q: 3 clusters Score -428926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -428927.531250 Penalty: 2732.977783
	Iteration 53Q: 3 clusters Score -428927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -428927.562500 Penalty: 2732.977783
	Iteration 54Q: 3 clusters Score -428927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -428927.562500 Penalty: 2732.977783
	Iteration 55F: 3 clusters Score -428927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 6475 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Mstep: Class 38 contains 10949 members 
Mstep: Class 39 contains 1512 members 
Mstep: Class 40 contains 82036 members 
Mstep: Class 41 contains 2921 members 
Entering Unmasked Estep 
Score: -54919332.000000 Penalty: 88149.007812
Splitting cluster 22 changes total score from -54912236.000000 to -54919332.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -628257.437500 Penalty: 1426.051758
	Iteration 0F: 2 clusters Score -628257.4 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 3249 members 
Entering Unmasked Estep 
Score: -623394.500000 Penalty: 2852.103516
	Iteration 0F: 3 clusters Score -623394.5 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -625203.687500 Penalty: 2852.103516
	Iteration 1F: 3 clusters Score -625203.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -625897.687500 Penalty: 2852.103516
	Iteration 2F: 3 clusters Score -625897.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -626685.000000 Penalty: 2852.103516
	Iteration 3F: 3 clusters Score -626685 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -627561.375000 Penalty: 2852.103516
	Iteration 4F: 3 clusters Score -627561.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -628567.000000 Penalty: 2852.103516
	Iteration 5F: 3 clusters Score -628567 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -629306.000000 Penalty: 2852.103516
	Iteration 6F: 3 clusters Score -629306 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -629637.875000 Penalty: 2852.103516
	Iteration 7Q: 3 clusters Score -629637.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -629778.562500 Penalty: 2852.103516
	Iteration 8Q: 3 clusters Score -629778.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -629861.062500 Penalty: 2852.103516
	Iteration 9Q: 3 clusters Score -629861.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -629939.437500 Penalty: 2852.103516
	Iteration 10Q: 3 clusters Score -629939.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -630040.437500 Penalty: 2852.103516
	Iteration 11Q: 3 clusters Score -630040.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -630269.312500 Penalty: 2852.103516
	Iteration 12Q: 3 clusters Score -630269.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -630610.875000 Penalty: 2852.103516
	Iteration 13Q: 3 clusters Score -630610.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -630852.437500 Penalty: 2852.103516
	Iteration 14Q: 3 clusters Score -630852.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -630936.375000 Penalty: 2852.103516
	Iteration 15Q: 3 clusters Score -630936.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -630962.562500 Penalty: 2852.103516
	Iteration 16Q: 3 clusters Score -630962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -630978.375000 Penalty: 2852.103516
	Iteration 17Q: 3 clusters Score -630978.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -630991.812500 Penalty: 2852.103516
	Iteration 18Q: 3 clusters Score -630991.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -631003.812500 Penalty: 2852.103516
	Iteration 19Q: 3 clusters Score -631003.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -631011.687500 Penalty: 2852.103516
	Iteration 20F: 3 clusters Score -631011.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -631020.562500 Penalty: 2852.103516
	Iteration 21Q: 3 clusters Score -631020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -631025.875000 Penalty: 2852.103516
	Iteration 22Q: 3 clusters Score -631025.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -631028.250000 Penalty: 2852.103516
	Iteration 23Q: 3 clusters Score -631028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -631032.812500 Penalty: 2852.103516
	Iteration 24Q: 3 clusters Score -631032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -631034.687500 Penalty: 2852.103516
	Iteration 25Q: 3 clusters Score -631034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -631037.062500 Penalty: 2852.103516
	Iteration 26Q: 3 clusters Score -631037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -631036.687500 Penalty: 2852.103516
	Iteration 27Q: 3 clusters Score -631036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -631036.875000 Penalty: 2852.103516
	Iteration 28Q: 3 clusters Score -631036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -631036.875000 Penalty: 2852.103516
	Iteration 29F: 3 clusters Score -631036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Mstep: Class 38 contains 10949 members 
Mstep: Class 39 contains 1512 members 
Mstep: Class 40 contains 82036 members 
Mstep: Class 41 contains 2921 members 
Mstep: Class 42 contains 4490 members 
Entering Unmasked Estep 
Score: -54921516.000000 Penalty: 90298.984375
Splitting cluster 23 changes total score from -54912236.000000 to -54921516.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -603426.250000 Penalty: 1437.392090
	Iteration 0F: 2 clusters Score -603426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -598258.000000 Penalty: 2874.784180
	Iteration 0F: 3 clusters Score -598258 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -600145.312500 Penalty: 2874.784180
	Iteration 1F: 3 clusters Score -600145.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -600588.500000 Penalty: 2874.784180
	Iteration 2F: 3 clusters Score -600588.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -600981.437500 Penalty: 2874.784180
	Iteration 3F: 3 clusters Score -600981.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -601318.812500 Penalty: 2874.784180
	Iteration 4F: 3 clusters Score -601318.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -601665.375000 Penalty: 2874.784180
	Iteration 5F: 3 clusters Score -601665.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -602018.625000 Penalty: 2874.784180
	Iteration 6F: 3 clusters Score -602018.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -602307.625000 Penalty: 2874.784180
	Iteration 7Q: 3 clusters Score -602307.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -602514.500000 Penalty: 2874.784180
	Iteration 8Q: 3 clusters Score -602514.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -602669.937500 Penalty: 2874.784180
	Iteration 9Q: 3 clusters Score -602669.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -602772.312500 Penalty: 2874.784180
	Iteration 10Q: 3 clusters Score -602772.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -602839.062500 Penalty: 2874.784180
	Iteration 11Q: 3 clusters Score -602839.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -602881.312500 Penalty: 2874.784180
	Iteration 12Q: 3 clusters Score -602881.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -602918.625000 Penalty: 2874.784180
	Iteration 13Q: 3 clusters Score -602918.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -602951.375000 Penalty: 2874.784180
	Iteration 14Q: 3 clusters Score -602951.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -602980.750000 Penalty: 2874.784180
	Iteration 15Q: 3 clusters Score -602980.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -603013.875000 Penalty: 2874.784180
	Iteration 16Q: 3 clusters Score -603013.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -603040.312500 Penalty: 2874.784180
	Iteration 17Q: 3 clusters Score -603040.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -603067.875000 Penalty: 2874.784180
	Iteration 18Q: 3 clusters Score -603067.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -603106.750000 Penalty: 2874.784180
	Iteration 19Q: 3 clusters Score -603106.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -603146.562500 Penalty: 2874.784180
	Iteration 20F: 3 clusters Score -603146.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -603190.062500 Penalty: 2874.784180
	Iteration 21Q: 3 clusters Score -603190.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -603244.437500 Penalty: 2874.784180
	Iteration 22Q: 3 clusters Score -603244.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -603298.312500 Penalty: 2874.784180
	Iteration 23Q: 3 clusters Score -603298.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -603346.062500 Penalty: 2874.784180
	Iteration 24Q: 3 clusters Score -603346.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -603398.250000 Penalty: 2874.784180
	Iteration 25Q: 3 clusters Score -603398.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -603444.562500 Penalty: 2874.784180
	Iteration 26Q: 3 clusters Score -603444.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -603495.437500 Penalty: 2874.784180
	Iteration 27Q: 3 clusters Score -603495.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -603533.375000 Penalty: 2874.784180
	Iteration 28Q: 3 clusters Score -603533.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -603568.875000 Penalty: 2874.784180
	Iteration 29Q: 3 clusters Score -603568.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -603604.250000 Penalty: 2874.784180
	Iteration 30Q: 3 clusters Score -603604.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -603633.562500 Penalty: 2874.784180
	Iteration 31Q: 3 clusters Score -603633.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -603659.812500 Penalty: 2874.784180
	Iteration 32Q: 3 clusters Score -603659.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -603685.875000 Penalty: 2874.784180
	Iteration 33Q: 3 clusters Score -603685.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -603705.500000 Penalty: 2874.784180
	Iteration 34Q: 3 clusters Score -603705.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -603714.562500 Penalty: 2874.784180
	Iteration 35Q: 3 clusters Score -603714.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -603719.500000 Penalty: 2874.784180
	Iteration 36Q: 3 clusters Score -603719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -603721.875000 Penalty: 2874.784180
	Iteration 37Q: 3 clusters Score -603721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -603723.437500 Penalty: 2874.784180
	Iteration 38Q: 3 clusters Score -603723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -603727.312500 Penalty: 2874.784180
	Iteration 39Q: 3 clusters Score -603727.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -603730.437500 Penalty: 2874.784180
	Iteration 40F: 3 clusters Score -603730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -603733.562500 Penalty: 2874.784180
	Iteration 41Q: 3 clusters Score -603733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -603734.312500 Penalty: 2874.784180
	Iteration 42Q: 3 clusters Score -603734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -603736.625000 Penalty: 2874.784180
	Iteration 43Q: 3 clusters Score -603736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -603738.250000 Penalty: 2874.784180
	Iteration 44Q: 3 clusters Score -603738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -603738.500000 Penalty: 2874.784180
	Iteration 45Q: 3 clusters Score -603738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -603739.250000 Penalty: 2874.784180
	Iteration 46Q: 3 clusters Score -603739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -603738.812500 Penalty: 2874.784180
	Iteration 47Q: 3 clusters Score -603738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -603740.750000 Penalty: 2874.784180
	Iteration 48Q: 3 clusters Score -603740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -603741.125000 Penalty: 2874.784180
	Iteration 49Q: 3 clusters Score -603741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -603741.125000 Penalty: 2874.784180
	Iteration 50F: 3 clusters Score -603741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 2117 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Mstep: Class 32 contains 4019 members 
Mstep: Class 33 contains 1955 members 
Mstep: Class 34 contains 29113 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 26254 members 
Mstep: Class 38 contains 10949 members 
Mstep: Class 39 contains 1512 members 
Mstep: Class 40 contains 82036 members 
Mstep: Class 41 contains 2921 members 
Mstep: Class 42 contains 4490 members 
Mstep: Class 43 contains 4826 members 
Entering Unmasked Estep 
Score: -54921208.000000 Penalty: 92448.960938
Splitting cluster 24 changes total score from -54912236.000000 to -54921208.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (65028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Entering Unmasked Estep 
Score: -6666325.500000 Penalty: 1800.918091
	Iteration 0F: 2 clusters Score -6666326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -6622734.500000 Penalty: 3601.836182
	Iteration 0F: 3 clusters Score -6622734 nChanged 30888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6640589.500000 Penalty: 3601.836182
	Iteration 1F: 3 clusters Score -6640590 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -6641399.500000 Penalty: 3601.836182
	Iteration 2Q: 3 clusters Score -6641400 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -6642373.000000 Penalty: 3601.836182
	Iteration 3Q: 3 clusters Score -6642373 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -6643561.500000 Penalty: 3601.836182
	Iteration 4Q: 3 clusters Score -6643562 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -6645062.500000 Penalty: 3601.836182
	Iteration 5Q: 3 clusters Score -6645062 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -6646792.000000 Penalty: 3601.836182
	Iteration 6F: 3 clusters Score -6646792 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -6648975.000000 Penalty: 3601.836182
	Iteration 7F: 3 clusters Score -6648975 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -6651409.500000 Penalty: 3601.836182
	Iteration 8F: 3 clusters Score -6651410 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -6653520.000000 Penalty: 3601.836182
	Iteration 9F: 3 clusters Score -6653520 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -6654785.000000 Penalty: 3601.836182
	Iteration 10Q: 3 clusters Score -6654785 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6655558.000000 Penalty: 3601.836182
	Iteration 11Q: 3 clusters Score -6655558 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -6656049.500000 Penalty: 3601.836182
	Iteration 12Q: 3 clusters Score -6656050 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6656385.500000 Penalty: 3601.836182
	Iteration 13Q: 3 clusters Score -6656386 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6656698.500000 Penalty: 3601.836182
	Iteration 14Q: 3 clusters Score -6656698 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6657097.500000 Penalty: 3601.836182
	Iteration 15Q: 3 clusters Score -6657098 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -6657500.500000 Penalty: 3601.836182
	Iteration 16Q: 3 clusters Score -6657500 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -6658052.000000 Penalty: 3601.836182
	Iteration 17Q: 3 clusters Score -6658052 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6658590.000000 Penalty: 3601.836182
	Iteration 18Q: 3 clusters Score -6658590 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -6659324.000000 Penalty: 3601.836182
	Iteration 19Q: 3 clusters Score -6659324 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -6660083.500000 Penalty: 3601.836182
	Iteration 20F: 3 clusters Score -6660084 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -6660929.500000 Penalty: 3601.836182
	Iteration 21Q: 3 clusters Score -6660930 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -6661758.000000 Penalty: 3601.836182
	Iteration 22Q: 3 clusters Score -6661758 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -6662399.000000 Penalty: 3601.836182
	Iteration 23Q: 3 clusters Score -6662399 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -6662858.500000 Penalty: 3601.836182
	Iteration 24Q: 3 clusters Score -6662858 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -6663139.500000 Penalty: 3601.836182
	Iteration 25Q: 3 clusters Score -6663140 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -6663367.000000 Penalty: 3601.836182
	Iteration 26Q: 3 clusters Score -6663367 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -6663495.000000 Penalty: 3601.836182
	Iteration 27Q: 3 clusters Score -6663495 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -6663622.500000 Penalty: 3601.836182
	Iteration 28Q: 3 clusters Score -6663622 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -6663703.000000 Penalty: 3601.836182
	Iteration 29Q: 3 clusters Score -6663703 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -6663774.500000 Penalty: 3601.836182
	Iteration 30Q: 3 clusters Score -6663774 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6663820 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6663884 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6663926 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6663956 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6664010 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6664012 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6664044 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6664086 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6664104 nChanged 158
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Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6664112 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6664112 nChanged 112
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Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6664147 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6664160 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6664158 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6664178 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6664190 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6664194 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6664218 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6664242 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6664256 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6664250 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6664260 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6664263 nChanged 62
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Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6664276 nChanged 67
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Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6664286 nChanged 68
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Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6664282 nChanged 71
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Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6664288 nChanged 64
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Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6664281 nChanged 68
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Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6664300 nChanged 70
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Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6664295 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6664298 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6664302 nChanged 71
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Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6664296 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6664308 nChanged 62
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Mstep: Class 1 contains 60920 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6664325 nChanged 60
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Mstep: Class 1 contains 60978 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6664332 nChanged 50
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Mstep: Class 1 contains 61026 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6664337 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61082 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6664332 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6664346 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6664354 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6664376 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6664368 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6664365 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61415 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6664385 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61472 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6664392 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6664392 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61577 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6664392 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61627 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6664392 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61680 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6664400 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61731 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6664415 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6664419 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6664432 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61881 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6664436 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6664445 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61954 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6664458 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6664468 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6664466 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6664472 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62079 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6664482 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62113 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6664486 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6664502 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6664494 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6664498 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6664492 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62244 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6664498 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6664496 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6664498 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6664500 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6664508 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6664512 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62428 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6664514 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62462 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6664514 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62495 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6664524 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6664524 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62542 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6664528 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62563 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6664532 nChanged 20
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Mstep: Class 1 contains 62583 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6664538 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6664530 nChanged 23
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Mstep: Class 1 contains 62623 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6664532 nChanged 16
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Mstep: Class 1 contains 62639 members 
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	Iteration 110Q: 3 clusters Score -6664532 nChanged 19
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Mstep: Class 1 contains 62656 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6664536 nChanged 24
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Mstep: Class 1 contains 62678 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6664544 nChanged 22
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Mstep: Class 1 contains 62700 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6664554 nChanged 27
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	Iteration 114Q: 3 clusters Score -6664547 nChanged 19
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Mstep: Class 1 contains 62746 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6664550 nChanged 19
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Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6664552 nChanged 22
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Mstep: Class 1 contains 62787 members 
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	Iteration 117Q: 3 clusters Score -6664553 nChanged 26
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Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6664560 nChanged 15
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Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6664561 nChanged 11
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Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6664559.500000 Penalty: 3601.836182
	Iteration 120F: 3 clusters Score -6664560 nChanged 13
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Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6664559 nChanged 9
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Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6664563 nChanged 7
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6664569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6664569.000000 Penalty: 3601.836182
	Iteration 124Q: 3 clusters Score -6664569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6664570.500000 Penalty: 3601.836182
	Iteration 125Q: 3 clusters Score -6664570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6664574.000000 Penalty: 3601.836182
	Iteration 126Q: 3 clusters Score -6664574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6664576.500000 Penalty: 3601.836182
	Iteration 127Q: 3 clusters Score -6664576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6664582.000000 Penalty: 3601.836182
	Iteration 128Q: 3 clusters Score -6664582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6664588.000000 Penalty: 3601.836182
	Iteration 129Q: 3 clusters Score -6664588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6664588.500000 Penalty: 3601.836182
	Iteration 130Q: 3 clusters Score -6664588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6664585.000000 Penalty: 3601.836182
	Iteration 131Q: 3 clusters Score -6664585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6664582.500000 Penalty: 3601.836182
	Iteration 132Q: 3 clusters Score -6664582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6664580.500000 Penalty: 3601.836182
	Iteration 133Q: 3 clusters Score -6664580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6664581.500000 Penalty: 3601.836182
	Iteration 134Q: 3 clusters Score -6664582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6664577.000000 Penalty: 3601.836182
	Iteration 135Q: 3 clusters Score -6664577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6664584.500000 Penalty: 3601.836182
	Iteration 136Q: 3 clusters Score -6664584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6664577.000000 Penalty: 3601.836182
	Iteration 137Q: 3 clusters Score -6664577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6664590.500000 Penalty: 3601.836182
	Iteration 138Q: 3 clusters Score -6664590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6664601.500000 Penalty: 3601.836182
	Iteration 139Q: 3 clusters Score -6664602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6664611.500000 Penalty: 3601.836182
	Iteration 140F: 3 clusters Score -6664612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6664617.000000 Penalty: 3601.836182
	Iteration 141Q: 3 clusters Score -6664617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6664618.500000 Penalty: 3601.836182
	Iteration 142Q: 3 clusters Score -6664618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6664636.000000 Penalty: 3601.836182
	Iteration 143Q: 3 clusters Score -6664636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6664637.500000 Penalty: 3601.836182
	Iteration 144Q: 3 clusters Score -6664638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6664650.000000 Penalty: 3601.836182
	Iteration 145Q: 3 clusters Score -6664650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6664652.500000 Penalty: 3601.836182
	Iteration 146Q: 3 clusters Score -6664652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6664656.000000 Penalty: 3601.836182
	Iteration 147Q: 3 clusters Score -6664656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6664661.500000 Penalty: 3601.836182
	Iteration 148Q: 3 clusters Score -6664662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6664664.000000 Penalty: 3601.836182
	Iteration 149Q: 3 clusters Score -6664664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6664663.000000 Penalty: 3601.836182
	Iteration 150Q: 3 clusters Score -6664663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6664662.000000 Penalty: 3601.836182
	Iteration 151Q: 3 clusters Score -6664662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6664665.000000 Penalty: 3601.836182
	Iteration 152Q: 3 clusters Score -6664665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6664663.500000 Penalty: 3601.836182
	Iteration 153Q: 3 clusters Score -6664664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6664667.500000 Penalty: 3601.836182
	Iteration 154Q: 3 clusters Score -6664668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6664668.000000 Penalty: 3601.836182
	Iteration 155Q: 3 clusters Score -6664668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6664676.500000 Penalty: 3601.836182
	Iteration 156Q: 3 clusters Score -6664676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6664670.000000 Penalty: 3601.836182
	Iteration 157Q: 3 clusters Score -6664670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6664670.000000 Penalty: 3601.836182
	Iteration 158F: 3 clusters Score -6664670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Entering Unmasked Estep 
Score: -2081705.875000 Penalty: 1614.521851
	Iteration 0F: 2 clusters Score -2081706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2067653.125000 Penalty: 3229.043701
	Iteration 0F: 3 clusters Score -2067653 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2073059.375000 Penalty: 3229.043701
	Iteration 1F: 3 clusters Score -2073059 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2073704.875000 Penalty: 3229.043701
	Iteration 2F: 3 clusters Score -2073705 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2074462.125000 Penalty: 3229.043701
	Iteration 3F: 3 clusters Score -2074462 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2075341.000000 Penalty: 3229.043701
	Iteration 4F: 3 clusters Score -2075341 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2076340.875000 Penalty: 3229.043701
	Iteration 5F: 3 clusters Score -2076341 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2077309.250000 Penalty: 3229.043701
	Iteration 6F: 3 clusters Score -2077309 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2078150.750000 Penalty: 3229.043701
	Iteration 7F: 3 clusters Score -2078151 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2078848.125000 Penalty: 3229.043701
	Iteration 8Q: 3 clusters Score -2078848 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2079367.625000 Penalty: 3229.043701
	Iteration 9Q: 3 clusters Score -2079368 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2079703.625000 Penalty: 3229.043701
	Iteration 10Q: 3 clusters Score -2079704 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2079890.000000 Penalty: 3229.043701
	Iteration 11Q: 3 clusters Score -2079890 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2079998.750000 Penalty: 3229.043701
	Iteration 12Q: 3 clusters Score -2079999 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2080057.750000 Penalty: 3229.043701
	Iteration 13Q: 3 clusters Score -2080058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2080101.125000 Penalty: 3229.043701
	Iteration 14Q: 3 clusters Score -2080101 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2080139.250000 Penalty: 3229.043701
	Iteration 15Q: 3 clusters Score -2080139 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2080168.375000 Penalty: 3229.043701
	Iteration 16Q: 3 clusters Score -2080168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2080189.750000 Penalty: 3229.043701
	Iteration 17Q: 3 clusters Score -2080190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2080209.000000 Penalty: 3229.043701
	Iteration 18Q: 3 clusters Score -2080209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2080252.000000 Penalty: 3229.043701
	Iteration 19Q: 3 clusters Score -2080252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2080290.500000 Penalty: 3229.043701
	Iteration 20F: 3 clusters Score -2080290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2080326.500000 Penalty: 3229.043701
	Iteration 21Q: 3 clusters Score -2080326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2080353.875000 Penalty: 3229.043701
	Iteration 22Q: 3 clusters Score -2080354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2080395.625000 Penalty: 3229.043701
	Iteration 23Q: 3 clusters Score -2080396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2080456.250000 Penalty: 3229.043701
	Iteration 24Q: 3 clusters Score -2080456 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2080516.875000 Penalty: 3229.043701
	Iteration 25Q: 3 clusters Score -2080517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2080554.875000 Penalty: 3229.043701
	Iteration 26Q: 3 clusters Score -2080555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2080579.875000 Penalty: 3229.043701
	Iteration 27Q: 3 clusters Score -2080580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2080610.125000 Penalty: 3229.043701
	Iteration 28Q: 3 clusters Score -2080610 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2080630.250000 Penalty: 3229.043701
	Iteration 29Q: 3 clusters Score -2080630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2080642.000000 Penalty: 3229.043701
	Iteration 30Q: 3 clusters Score -2080642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2080650.625000 Penalty: 3229.043701
	Iteration 31Q: 3 clusters Score -2080651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2080661.500000 Penalty: 3229.043701
	Iteration 32Q: 3 clusters Score -2080662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2080663.750000 Penalty: 3229.043701
	Iteration 33Q: 3 clusters Score -2080664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2080676.500000 Penalty: 3229.043701
	Iteration 34Q: 3 clusters Score -2080676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2080676.000000 Penalty: 3229.043701
	Iteration 35Q: 3 clusters Score -2080676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2080688.000000 Penalty: 3229.043701
	Iteration 36Q: 3 clusters Score -2080688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2080688.500000 Penalty: 3229.043701
	Iteration 37Q: 3 clusters Score -2080688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2080696.625000 Penalty: 3229.043701
	Iteration 38Q: 3 clusters Score -2080697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2080698.500000 Penalty: 3229.043701
	Iteration 39Q: 3 clusters Score -2080698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2080702.500000 Penalty: 3229.043701
	Iteration 40F: 3 clusters Score -2080702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2080703.375000 Penalty: 3229.043701
	Iteration 41Q: 3 clusters Score -2080703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2080703.875000 Penalty: 3229.043701
	Iteration 42Q: 3 clusters Score -2080704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2080706.250000 Penalty: 3229.043701
	Iteration 43Q: 3 clusters Score -2080706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2080707.125000 Penalty: 3229.043701
	Iteration 44Q: 3 clusters Score -2080707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2080707.125000 Penalty: 3229.043701
	Iteration 45Q: 3 clusters Score -2080707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2080711.500000 Penalty: 3229.043701
	Iteration 46Q: 3 clusters Score -2080712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2080712.500000 Penalty: 3229.043701
	Iteration 47Q: 3 clusters Score -2080712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2080716.500000 Penalty: 3229.043701
	Iteration 48Q: 3 clusters Score -2080716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2080718.500000 Penalty: 3229.043701
	Iteration 49Q: 3 clusters Score -2080718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2080716.625000 Penalty: 3229.043701
	Iteration 50Q: 3 clusters Score -2080717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2080716.625000 Penalty: 3229.043701
	Iteration 51Q: 3 clusters Score -2080717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2080719.625000 Penalty: 3229.043701
	Iteration 52Q: 3 clusters Score -2080720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2080720.000000 Penalty: 3229.043701
	Iteration 53Q: 3 clusters Score -2080720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2080718.500000 Penalty: 3229.043701
	Iteration 54Q: 3 clusters Score -2080718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2080718.000000 Penalty: 3229.043701
	Iteration 55Q: 3 clusters Score -2080718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2080722.125000 Penalty: 3229.043701
	Iteration 56Q: 3 clusters Score -2080722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2080723.500000 Penalty: 3229.043701
	Iteration 57Q: 3 clusters Score -2080724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2080725.625000 Penalty: 3229.043701
	Iteration 58Q: 3 clusters Score -2080726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2080727.625000 Penalty: 3229.043701
	Iteration 59Q: 3 clusters Score -2080728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2080726.625000 Penalty: 3229.043701
	Iteration 60F: 3 clusters Score -2080727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2080722.875000 Penalty: 3229.043701
	Iteration 61Q: 3 clusters Score -2080723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2080724.000000 Penalty: 3229.043701
	Iteration 62Q: 3 clusters Score -2080724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2080725.000000 Penalty: 3229.043701
	Iteration 63Q: 3 clusters Score -2080725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2080726.250000 Penalty: 3229.043701
	Iteration 64Q: 3 clusters Score -2080726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2080728.375000 Penalty: 3229.043701
	Iteration 65Q: 3 clusters Score -2080728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2080726.875000 Penalty: 3229.043701
	Iteration 66Q: 3 clusters Score -2080727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2080726.125000 Penalty: 3229.043701
	Iteration 67Q: 3 clusters Score -2080726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2080725.500000 Penalty: 3229.043701
	Iteration 68Q: 3 clusters Score -2080726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2080728.250000 Penalty: 3229.043701
	Iteration 69Q: 3 clusters Score -2080728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2080732.750000 Penalty: 3229.043701
	Iteration 70Q: 3 clusters Score -2080733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2080732.250000 Penalty: 3229.043701
	Iteration 71Q: 3 clusters Score -2080732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2080734.250000 Penalty: 3229.043701
	Iteration 72Q: 3 clusters Score -2080734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2080732.250000 Penalty: 3229.043701
	Iteration 73Q: 3 clusters Score -2080732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2080730.625000 Penalty: 3229.043701
	Iteration 74Q: 3 clusters Score -2080731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2080731.125000 Penalty: 3229.043701
	Iteration 75Q: 3 clusters Score -2080731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2080728.375000 Penalty: 3229.043701
	Iteration 76Q: 3 clusters Score -2080728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2080731.625000 Penalty: 3229.043701
	Iteration 77Q: 3 clusters Score -2080732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2080732.375000 Penalty: 3229.043701
	Iteration 78Q: 3 clusters Score -2080732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2080728.250000 Penalty: 3229.043701
	Iteration 79Q: 3 clusters Score -2080728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2080729.625000 Penalty: 3229.043701
	Iteration 80F: 3 clusters Score -2080730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2080732.625000 Penalty: 3229.043701
	Iteration 81Q: 3 clusters Score -2080733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2080729.125000 Penalty: 3229.043701
	Iteration 82Q: 3 clusters Score -2080729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2080731.125000 Penalty: 3229.043701
	Iteration 83Q: 3 clusters Score -2080731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2080731.250000 Penalty: 3229.043701
	Iteration 84Q: 3 clusters Score -2080731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2080731.625000 Penalty: 3229.043701
	Iteration 85Q: 3 clusters Score -2080732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2080734.625000 Penalty: 3229.043701
	Iteration 86Q: 3 clusters Score -2080735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2080732.750000 Penalty: 3229.043701
	Iteration 87Q: 3 clusters Score -2080733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2080732.250000 Penalty: 3229.043701
	Iteration 88Q: 3 clusters Score -2080732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2080734.625000 Penalty: 3229.043701
	Iteration 89Q: 3 clusters Score -2080735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2080735.125000 Penalty: 3229.043701
	Iteration 90Q: 3 clusters Score -2080735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2080740.000000 Penalty: 3229.043701
	Iteration 91Q: 3 clusters Score -2080740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2080740.375000 Penalty: 3229.043701
	Iteration 92Q: 3 clusters Score -2080740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2080739.000000 Penalty: 3229.043701
	Iteration 93Q: 3 clusters Score -2080739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2080732.500000 Penalty: 3229.043701
	Iteration 94Q: 3 clusters Score -2080732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2080734.125000 Penalty: 3229.043701
	Iteration 95Q: 3 clusters Score -2080734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2080738.625000 Penalty: 3229.043701
	Iteration 96Q: 3 clusters Score -2080739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2080744.000000 Penalty: 3229.043701
	Iteration 97Q: 3 clusters Score -2080744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2080743.125000 Penalty: 3229.043701
	Iteration 98Q: 3 clusters Score -2080743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2080746.000000 Penalty: 3229.043701
	Iteration 99Q: 3 clusters Score -2080746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2080746.500000 Penalty: 3229.043701
	Iteration 100F: 3 clusters Score -2080746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2080746.250000 Penalty: 3229.043701
	Iteration 101Q: 3 clusters Score -2080746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2080747.250000 Penalty: 3229.043701
	Iteration 102Q: 3 clusters Score -2080747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2080743.375000 Penalty: 3229.043701
	Iteration 103Q: 3 clusters Score -2080743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2080743.125000 Penalty: 3229.043701
	Iteration 104Q: 3 clusters Score -2080743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2080746.375000 Penalty: 3229.043701
	Iteration 105Q: 3 clusters Score -2080746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2080750.250000 Penalty: 3229.043701
	Iteration 106Q: 3 clusters Score -2080750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2080748.375000 Penalty: 3229.043701
	Iteration 107Q: 3 clusters Score -2080748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2080751.750000 Penalty: 3229.043701
	Iteration 108Q: 3 clusters Score -2080752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2080750.125000 Penalty: 3229.043701
	Iteration 109Q: 3 clusters Score -2080750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2080750.375000 Penalty: 3229.043701
	Iteration 110Q: 3 clusters Score -2080750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2080748.125000 Penalty: 3229.043701
	Iteration 111Q: 3 clusters Score -2080748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2080752.000000 Penalty: 3229.043701
	Iteration 112Q: 3 clusters Score -2080752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2080753.250000 Penalty: 3229.043701
	Iteration 113Q: 3 clusters Score -2080753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2080752.750000 Penalty: 3229.043701
	Iteration 114Q: 3 clusters Score -2080753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2080759.500000 Penalty: 3229.043701
	Iteration 115Q: 3 clusters Score -2080760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2080759.875000 Penalty: 3229.043701
	Iteration 116Q: 3 clusters Score -2080760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2080756.125000 Penalty: 3229.043701
	Iteration 117Q: 3 clusters Score -2080756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2080754.875000 Penalty: 3229.043701
	Iteration 118Q: 3 clusters Score -2080755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2080755.500000 Penalty: 3229.043701
	Iteration 119Q: 3 clusters Score -2080756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2080758.125000 Penalty: 3229.043701
	Iteration 120F: 3 clusters Score -2080758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2080759.375000 Penalty: 3229.043701
	Iteration 121Q: 3 clusters Score -2080759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2080759.375000 Penalty: 3229.043701
	Iteration 122F: 3 clusters Score -2080759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -646058.375000 Penalty: 1436.382446
	Iteration 0F: 2 clusters Score -646058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -640899.625000 Penalty: 2872.764893
	Iteration 0F: 3 clusters Score -640899.6 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -642538.187500 Penalty: 2872.764893
	Iteration 1F: 3 clusters Score -642538.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -642812.500000 Penalty: 2872.764893
	Iteration 2F: 3 clusters Score -642812.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -643036.312500 Penalty: 2872.764893
	Iteration 3F: 3 clusters Score -643036.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -643205.875000 Penalty: 2872.764893
	Iteration 4Q: 3 clusters Score -643205.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -643352.375000 Penalty: 2872.764893
	Iteration 5Q: 3 clusters Score -643352.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -643501.250000 Penalty: 2872.764893
	Iteration 6Q: 3 clusters Score -643501.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -643632.250000 Penalty: 2872.764893
	Iteration 7Q: 3 clusters Score -643632.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -643738.437500 Penalty: 2872.764893
	Iteration 8Q: 3 clusters Score -643738.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -643826.812500 Penalty: 2872.764893
	Iteration 9Q: 3 clusters Score -643826.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -643932.187500 Penalty: 2872.764893
	Iteration 10Q: 3 clusters Score -643932.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -644037.375000 Penalty: 2872.764893
	Iteration 11Q: 3 clusters Score -644037.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -644130.062500 Penalty: 2872.764893
	Iteration 12Q: 3 clusters Score -644130.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -644206.062500 Penalty: 2872.764893
	Iteration 13Q: 3 clusters Score -644206.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -644266.375000 Penalty: 2872.764893
	Iteration 14Q: 3 clusters Score -644266.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -644330.500000 Penalty: 2872.764893
	Iteration 15Q: 3 clusters Score -644330.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -644390.187500 Penalty: 2872.764893
	Iteration 16Q: 3 clusters Score -644390.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -644440.562500 Penalty: 2872.764893
	Iteration 17Q: 3 clusters Score -644440.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -644482.062500 Penalty: 2872.764893
	Iteration 18Q: 3 clusters Score -644482.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -644517.875000 Penalty: 2872.764893
	Iteration 19Q: 3 clusters Score -644517.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -644545.312500 Penalty: 2872.764893
	Iteration 20F: 3 clusters Score -644545.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -644567.812500 Penalty: 2872.764893
	Iteration 21Q: 3 clusters Score -644567.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -644590.437500 Penalty: 2872.764893
	Iteration 22Q: 3 clusters Score -644590.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -644619.937500 Penalty: 2872.764893
	Iteration 23Q: 3 clusters Score -644619.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -644653.000000 Penalty: 2872.764893
	Iteration 24Q: 3 clusters Score -644653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -644690.062500 Penalty: 2872.764893
	Iteration 25Q: 3 clusters Score -644690.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -644732.687500 Penalty: 2872.764893
	Iteration 26Q: 3 clusters Score -644732.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -644767.375000 Penalty: 2872.764893
	Iteration 27Q: 3 clusters Score -644767.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -644801.312500 Penalty: 2872.764893
	Iteration 28Q: 3 clusters Score -644801.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -644824.625000 Penalty: 2872.764893
	Iteration 29Q: 3 clusters Score -644824.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -644857.562500 Penalty: 2872.764893
	Iteration 30Q: 3 clusters Score -644857.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -644891.437500 Penalty: 2872.764893
	Iteration 31Q: 3 clusters Score -644891.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -644930.000000 Penalty: 2872.764893
	Iteration 32Q: 3 clusters Score -644930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -644964.062500 Penalty: 2872.764893
	Iteration 33Q: 3 clusters Score -644964.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -645000.000000 Penalty: 2872.764893
	Iteration 34Q: 3 clusters Score -645000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -645029.812500 Penalty: 2872.764893
	Iteration 35Q: 3 clusters Score -645029.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -645053.875000 Penalty: 2872.764893
	Iteration 36Q: 3 clusters Score -645053.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -645085.000000 Penalty: 2872.764893
	Iteration 37Q: 3 clusters Score -645085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -645109.062500 Penalty: 2872.764893
	Iteration 38Q: 3 clusters Score -645109.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -645130.062500 Penalty: 2872.764893
	Iteration 39Q: 3 clusters Score -645130.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -645143.625000 Penalty: 2872.764893
	Iteration 40F: 3 clusters Score -645143.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -645156.562500 Penalty: 2872.764893
	Iteration 41Q: 3 clusters Score -645156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -645167.687500 Penalty: 2872.764893
	Iteration 42Q: 3 clusters Score -645167.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -645178.937500 Penalty: 2872.764893
	Iteration 43Q: 3 clusters Score -645178.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -645195.937500 Penalty: 2872.764893
	Iteration 44Q: 3 clusters Score -645195.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -645212.812500 Penalty: 2872.764893
	Iteration 45Q: 3 clusters Score -645212.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -645229.812500 Penalty: 2872.764893
	Iteration 46Q: 3 clusters Score -645229.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -645244.937500 Penalty: 2872.764893
	Iteration 47Q: 3 clusters Score -645244.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -645255.937500 Penalty: 2872.764893
	Iteration 48Q: 3 clusters Score -645255.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -645264.375000 Penalty: 2872.764893
	Iteration 49Q: 3 clusters Score -645264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -645274.937500 Penalty: 2872.764893
	Iteration 50Q: 3 clusters Score -645274.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -645288.312500 Penalty: 2872.764893
	Iteration 51Q: 3 clusters Score -645288.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -645301.812500 Penalty: 2872.764893
	Iteration 52Q: 3 clusters Score -645301.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -645314.437500 Penalty: 2872.764893
	Iteration 53Q: 3 clusters Score -645314.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -645321.687500 Penalty: 2872.764893
	Iteration 54Q: 3 clusters Score -645321.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -645328.250000 Penalty: 2872.764893
	Iteration 55Q: 3 clusters Score -645328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -645335.875000 Penalty: 2872.764893
	Iteration 56Q: 3 clusters Score -645335.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -645342.187500 Penalty: 2872.764893
	Iteration 57Q: 3 clusters Score -645342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -645345.562500 Penalty: 2872.764893
	Iteration 58Q: 3 clusters Score -645345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -645346.625000 Penalty: 2872.764893
	Iteration 59Q: 3 clusters Score -645346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -645348.437500 Penalty: 2872.764893
	Iteration 60F: 3 clusters Score -645348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -645349.812500 Penalty: 2872.764893
	Iteration 61Q: 3 clusters Score -645349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -645351.187500 Penalty: 2872.764893
	Iteration 62Q: 3 clusters Score -645351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -645352.750000 Penalty: 2872.764893
	Iteration 63Q: 3 clusters Score -645352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -645353.375000 Penalty: 2872.764893
	Iteration 64Q: 3 clusters Score -645353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -645355.187500 Penalty: 2872.764893
	Iteration 65Q: 3 clusters Score -645355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -645355.000000 Penalty: 2872.764893
	Iteration 66Q: 3 clusters Score -645355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -645354.125000 Penalty: 2872.764893
	Iteration 67Q: 3 clusters Score -645354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -645355.062500 Penalty: 2872.764893
	Iteration 68Q: 3 clusters Score -645355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -645355.062500 Penalty: 2872.764893
	Iteration 69Q: 3 clusters Score -645355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -645356.187500 Penalty: 2872.764893
	Iteration 70Q: 3 clusters Score -645356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -645359.250000 Penalty: 2872.764893
	Iteration 71Q: 3 clusters Score -645359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -645360.875000 Penalty: 2872.764893
	Iteration 72Q: 3 clusters Score -645360.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -645362.562500 Penalty: 2872.764893
	Iteration 73Q: 3 clusters Score -645362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -645364.187500 Penalty: 2872.764893
	Iteration 74Q: 3 clusters Score -645364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -645365.312500 Penalty: 2872.764893
	Iteration 75Q: 3 clusters Score -645365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -645367.875000 Penalty: 2872.764893
	Iteration 76Q: 3 clusters Score -645367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -645371.250000 Penalty: 2872.764893
	Iteration 77Q: 3 clusters Score -645371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -645372.812500 Penalty: 2872.764893
	Iteration 78Q: 3 clusters Score -645372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -645372.750000 Penalty: 2872.764893
	Iteration 79Q: 3 clusters Score -645372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -645372.625000 Penalty: 2872.764893
	Iteration 80F: 3 clusters Score -645372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -645374.375000 Penalty: 2872.764893
	Iteration 81Q: 3 clusters Score -645374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -645376.375000 Penalty: 2872.764893
	Iteration 82Q: 3 clusters Score -645376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -645378.000000 Penalty: 2872.764893
	Iteration 83Q: 3 clusters Score -645378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -645378.687500 Penalty: 2872.764893
	Iteration 84Q: 3 clusters Score -645378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -645378.625000 Penalty: 2872.764893
	Iteration 85Q: 3 clusters Score -645378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -645381.000000 Penalty: 2872.764893
	Iteration 86Q: 3 clusters Score -645381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -645380.937500 Penalty: 2872.764893
	Iteration 87Q: 3 clusters Score -645380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -645382.125000 Penalty: 2872.764893
	Iteration 88Q: 3 clusters Score -645382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -645384.312500 Penalty: 2872.764893
	Iteration 89Q: 3 clusters Score -645384.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -645385.625000 Penalty: 2872.764893
	Iteration 90Q: 3 clusters Score -645385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -645386.625000 Penalty: 2872.764893
	Iteration 91Q: 3 clusters Score -645386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -645386.750000 Penalty: 2872.764893
	Iteration 92Q: 3 clusters Score -645386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -645387.187500 Penalty: 2872.764893
	Iteration 93Q: 3 clusters Score -645387.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -645387.187500 Penalty: 2872.764893
	Iteration 94F: 3 clusters Score -645387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -446768.656250 Penalty: 1361.077271
	Iteration 0F: 2 clusters Score -446768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -443204.593750 Penalty: 2722.154541
	Iteration 0F: 3 clusters Score -443204.6 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -444137.156250 Penalty: 2722.154541
	Iteration 1F: 3 clusters Score -444137.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -444306.750000 Penalty: 2722.154541
	Iteration 2F: 3 clusters Score -444306.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -444400.937500 Penalty: 2722.154541
	Iteration 3Q: 3 clusters Score -444400.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -444465.812500 Penalty: 2722.154541
	Iteration 4Q: 3 clusters Score -444465.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -444516.937500 Penalty: 2722.154541
	Iteration 5Q: 3 clusters Score -444516.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -444560.968750 Penalty: 2722.154541
	Iteration 6Q: 3 clusters Score -444561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -444592.000000 Penalty: 2722.154541
	Iteration 7Q: 3 clusters Score -444592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -444612.718750 Penalty: 2722.154541
	Iteration 8Q: 3 clusters Score -444612.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -444629.125000 Penalty: 2722.154541
	Iteration 9Q: 3 clusters Score -444629.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -444648.281250 Penalty: 2722.154541
	Iteration 10Q: 3 clusters Score -444648.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -444675.875000 Penalty: 2722.154541
	Iteration 11Q: 3 clusters Score -444675.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -444703.281250 Penalty: 2722.154541
	Iteration 12Q: 3 clusters Score -444703.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -444732.000000 Penalty: 2722.154541
	Iteration 13Q: 3 clusters Score -444732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -444757.906250 Penalty: 2722.154541
	Iteration 14Q: 3 clusters Score -444757.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -444790.000000 Penalty: 2722.154541
	Iteration 15Q: 3 clusters Score -444790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -444829.187500 Penalty: 2722.154541
	Iteration 16Q: 3 clusters Score -444829.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -444866.875000 Penalty: 2722.154541
	Iteration 17Q: 3 clusters Score -444866.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -444904.343750 Penalty: 2722.154541
	Iteration 18Q: 3 clusters Score -444904.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -444931.718750 Penalty: 2722.154541
	Iteration 19Q: 3 clusters Score -444931.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -444964.468750 Penalty: 2722.154541
	Iteration 20F: 3 clusters Score -444964.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -445009.281250 Penalty: 2722.154541
	Iteration 21Q: 3 clusters Score -445009.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -445071.031250 Penalty: 2722.154541
	Iteration 22Q: 3 clusters Score -445071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -445144.625000 Penalty: 2722.154541
	Iteration 23Q: 3 clusters Score -445144.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -445221.468750 Penalty: 2722.154541
	Iteration 24Q: 3 clusters Score -445221.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -445285.125000 Penalty: 2722.154541
	Iteration 25Q: 3 clusters Score -445285.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -445338.625000 Penalty: 2722.154541
	Iteration 26Q: 3 clusters Score -445338.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -445376.875000 Penalty: 2722.154541
	Iteration 27Q: 3 clusters Score -445376.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -445405.843750 Penalty: 2722.154541
	Iteration 28Q: 3 clusters Score -445405.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -445429.125000 Penalty: 2722.154541
	Iteration 29Q: 3 clusters Score -445429.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -445445.593750 Penalty: 2722.154541
	Iteration 30Q: 3 clusters Score -445445.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -445455.781250 Penalty: 2722.154541
	Iteration 31Q: 3 clusters Score -445455.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -445469.218750 Penalty: 2722.154541
	Iteration 32Q: 3 clusters Score -445469.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -445479.437500 Penalty: 2722.154541
	Iteration 33Q: 3 clusters Score -445479.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -445487.406250 Penalty: 2722.154541
	Iteration 34Q: 3 clusters Score -445487.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -445498.312500 Penalty: 2722.154541
	Iteration 35Q: 3 clusters Score -445498.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -445507.125000 Penalty: 2722.154541
	Iteration 36Q: 3 clusters Score -445507.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -445517.062500 Penalty: 2722.154541
	Iteration 37Q: 3 clusters Score -445517.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -445525.687500 Penalty: 2722.154541
	Iteration 38Q: 3 clusters Score -445525.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -445534.906250 Penalty: 2722.154541
	Iteration 39Q: 3 clusters Score -445534.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -445540.687500 Penalty: 2722.154541
	Iteration 40F: 3 clusters Score -445540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -445547.562500 Penalty: 2722.154541
	Iteration 41Q: 3 clusters Score -445547.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -445553.656250 Penalty: 2722.154541
	Iteration 42Q: 3 clusters Score -445553.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -445560.031250 Penalty: 2722.154541
	Iteration 43Q: 3 clusters Score -445560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -445567.250000 Penalty: 2722.154541
	Iteration 44Q: 3 clusters Score -445567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -445574.593750 Penalty: 2722.154541
	Iteration 45Q: 3 clusters Score -445574.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -445582.312500 Penalty: 2722.154541
	Iteration 46Q: 3 clusters Score -445582.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -445589.937500 Penalty: 2722.154541
	Iteration 47Q: 3 clusters Score -445589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -445598.093750 Penalty: 2722.154541
	Iteration 48Q: 3 clusters Score -445598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -445603.156250 Penalty: 2722.154541
	Iteration 49Q: 3 clusters Score -445603.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -445610.406250 Penalty: 2722.154541
	Iteration 50Q: 3 clusters Score -445610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -445614.781250 Penalty: 2722.154541
	Iteration 51Q: 3 clusters Score -445614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -445619.531250 Penalty: 2722.154541
	Iteration 52Q: 3 clusters Score -445619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -445622.656250 Penalty: 2722.154541
	Iteration 53Q: 3 clusters Score -445622.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -445624.781250 Penalty: 2722.154541
	Iteration 54Q: 3 clusters Score -445624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -445628.031250 Penalty: 2722.154541
	Iteration 55Q: 3 clusters Score -445628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -445631.656250 Penalty: 2722.154541
	Iteration 56Q: 3 clusters Score -445631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -445634.343750 Penalty: 2722.154541
	Iteration 57Q: 3 clusters Score -445634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -445636.562500 Penalty: 2722.154541
	Iteration 58Q: 3 clusters Score -445636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -445638.718750 Penalty: 2722.154541
	Iteration 59Q: 3 clusters Score -445638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -445640.250000 Penalty: 2722.154541
	Iteration 60F: 3 clusters Score -445640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -445643.687500 Penalty: 2722.154541
	Iteration 61Q: 3 clusters Score -445643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -445645.312500 Penalty: 2722.154541
	Iteration 62Q: 3 clusters Score -445645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -445646.125000 Penalty: 2722.154541
	Iteration 63Q: 3 clusters Score -445646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -445647.843750 Penalty: 2722.154541
	Iteration 64Q: 3 clusters Score -445647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -445650.437500 Penalty: 2722.154541
	Iteration 65Q: 3 clusters Score -445650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -445652.562500 Penalty: 2722.154541
	Iteration 66Q: 3 clusters Score -445652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -445656.031250 Penalty: 2722.154541
	Iteration 67Q: 3 clusters Score -445656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -445659.250000 Penalty: 2722.154541
	Iteration 68Q: 3 clusters Score -445659.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -445666.437500 Penalty: 2722.154541
	Iteration 69Q: 3 clusters Score -445666.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -445673.312500 Penalty: 2722.154541
	Iteration 70Q: 3 clusters Score -445673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -445677.875000 Penalty: 2722.154541
	Iteration 71Q: 3 clusters Score -445677.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -445681.656250 Penalty: 2722.154541
	Iteration 72Q: 3 clusters Score -445681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -445684.593750 Penalty: 2722.154541
	Iteration 73Q: 3 clusters Score -445684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -445686.406250 Penalty: 2722.154541
	Iteration 74Q: 3 clusters Score -445686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -445687.625000 Penalty: 2722.154541
	Iteration 75Q: 3 clusters Score -445687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -445688.656250 Penalty: 2722.154541
	Iteration 76Q: 3 clusters Score -445688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -445690.031250 Penalty: 2722.154541
	Iteration 77Q: 3 clusters Score -445690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -445689.875000 Penalty: 2722.154541
	Iteration 78Q: 3 clusters Score -445689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -445690.500000 Penalty: 2722.154541
	Iteration 79Q: 3 clusters Score -445690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -445690.500000 Penalty: 2722.154541
	Iteration 80F: 3 clusters Score -445690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -707039.625000 Penalty: 1438.302246
	Iteration 0F: 2 clusters Score -707039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -701830.062500 Penalty: 2876.604492
	Iteration 0F: 3 clusters Score -701830.1 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -703345.125000 Penalty: 2876.604492
	Iteration 1F: 3 clusters Score -703345.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -703560.125000 Penalty: 2876.604492
	Iteration 2F: 3 clusters Score -703560.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -703756.500000 Penalty: 2876.604492
	Iteration 3F: 3 clusters Score -703756.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -703892.500000 Penalty: 2876.604492
	Iteration 4Q: 3 clusters Score -703892.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -704025.625000 Penalty: 2876.604492
	Iteration 5Q: 3 clusters Score -704025.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -704147.000000 Penalty: 2876.604492
	Iteration 6Q: 3 clusters Score -704147 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -704252.250000 Penalty: 2876.604492
	Iteration 7Q: 3 clusters Score -704252.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -704343.437500 Penalty: 2876.604492
	Iteration 8Q: 3 clusters Score -704343.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -704444.125000 Penalty: 2876.604492
	Iteration 9Q: 3 clusters Score -704444.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -704560.062500 Penalty: 2876.604492
	Iteration 10Q: 3 clusters Score -704560.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -704681.937500 Penalty: 2876.604492
	Iteration 11Q: 3 clusters Score -704681.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -704837.062500 Penalty: 2876.604492
	Iteration 12Q: 3 clusters Score -704837.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -704998.750000 Penalty: 2876.604492
	Iteration 13Q: 3 clusters Score -704998.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -705144.437500 Penalty: 2876.604492
	Iteration 14Q: 3 clusters Score -705144.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -705306.375000 Penalty: 2876.604492
	Iteration 15Q: 3 clusters Score -705306.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -705464.000000 Penalty: 2876.604492
	Iteration 16Q: 3 clusters Score -705464 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -705587.125000 Penalty: 2876.604492
	Iteration 17Q: 3 clusters Score -705587.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -705710.437500 Penalty: 2876.604492
	Iteration 18Q: 3 clusters Score -705710.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -705816.250000 Penalty: 2876.604492
	Iteration 19Q: 3 clusters Score -705816.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -705880.125000 Penalty: 2876.604492
	Iteration 20F: 3 clusters Score -705880.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -705939.625000 Penalty: 2876.604492
	Iteration 21Q: 3 clusters Score -705939.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -706013.062500 Penalty: 2876.604492
	Iteration 22Q: 3 clusters Score -706013.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -706072.500000 Penalty: 2876.604492
	Iteration 23Q: 3 clusters Score -706072.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -706125.250000 Penalty: 2876.604492
	Iteration 24Q: 3 clusters Score -706125.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -706180.000000 Penalty: 2876.604492
	Iteration 25Q: 3 clusters Score -706180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -706230.875000 Penalty: 2876.604492
	Iteration 26Q: 3 clusters Score -706230.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -706273.125000 Penalty: 2876.604492
	Iteration 27Q: 3 clusters Score -706273.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -706310.562500 Penalty: 2876.604492
	Iteration 28Q: 3 clusters Score -706310.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -706331.562500 Penalty: 2876.604492
	Iteration 29Q: 3 clusters Score -706331.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -706349.312500 Penalty: 2876.604492
	Iteration 30Q: 3 clusters Score -706349.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -706362.250000 Penalty: 2876.604492
	Iteration 31Q: 3 clusters Score -706362.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -706378.937500 Penalty: 2876.604492
	Iteration 32Q: 3 clusters Score -706378.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -706386.875000 Penalty: 2876.604492
	Iteration 33Q: 3 clusters Score -706386.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -706397.187500 Penalty: 2876.604492
	Iteration 34Q: 3 clusters Score -706397.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -706406.500000 Penalty: 2876.604492
	Iteration 35Q: 3 clusters Score -706406.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -706417.937500 Penalty: 2876.604492
	Iteration 36Q: 3 clusters Score -706417.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -706426.875000 Penalty: 2876.604492
	Iteration 37Q: 3 clusters Score -706426.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -706433.187500 Penalty: 2876.604492
	Iteration 38Q: 3 clusters Score -706433.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -706439.187500 Penalty: 2876.604492
	Iteration 39Q: 3 clusters Score -706439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -706442.750000 Penalty: 2876.604492
	Iteration 40F: 3 clusters Score -706442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -706444.812500 Penalty: 2876.604492
	Iteration 41Q: 3 clusters Score -706444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -706444.500000 Penalty: 2876.604492
	Iteration 42Q: 3 clusters Score -706444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -706446.750000 Penalty: 2876.604492
	Iteration 43Q: 3 clusters Score -706446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -706446.375000 Penalty: 2876.604492
	Iteration 44Q: 3 clusters Score -706446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -706446.937500 Penalty: 2876.604492
	Iteration 45Q: 3 clusters Score -706446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -706445.437500 Penalty: 2876.604492
	Iteration 46Q: 3 clusters Score -706445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -706445.562500 Penalty: 2876.604492
	Iteration 47Q: 3 clusters Score -706445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -706445.562500 Penalty: 2876.604492
	Iteration 48F: 3 clusters Score -706445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Entering Unmasked Estep 
Score: -832801.375000 Penalty: 1460.500732
	Iteration 0F: 2 clusters Score -832801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -826887.375000 Penalty: 2921.001465
	Iteration 0F: 3 clusters Score -826887.4 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -828644.312500 Penalty: 2921.001465
	Iteration 1F: 3 clusters Score -828644.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -828858.875000 Penalty: 2921.001465
	Iteration 2F: 3 clusters Score -828858.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -829050.937500 Penalty: 2921.001465
	Iteration 3F: 3 clusters Score -829050.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -829207.875000 Penalty: 2921.001465
	Iteration 4Q: 3 clusters Score -829207.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -829350.375000 Penalty: 2921.001465
	Iteration 5Q: 3 clusters Score -829350.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -829492.625000 Penalty: 2921.001465
	Iteration 6Q: 3 clusters Score -829492.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -829618.125000 Penalty: 2921.001465
	Iteration 7Q: 3 clusters Score -829618.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -829723.937500 Penalty: 2921.001465
	Iteration 8Q: 3 clusters Score -829723.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -829823.500000 Penalty: 2921.001465
	Iteration 9Q: 3 clusters Score -829823.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -829907.187500 Penalty: 2921.001465
	Iteration 10Q: 3 clusters Score -829907.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -829973.062500 Penalty: 2921.001465
	Iteration 11Q: 3 clusters Score -829973.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -830035.500000 Penalty: 2921.001465
	Iteration 12Q: 3 clusters Score -830035.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -830106.625000 Penalty: 2921.001465
	Iteration 13Q: 3 clusters Score -830106.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -830171.562500 Penalty: 2921.001465
	Iteration 14Q: 3 clusters Score -830171.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -830240.625000 Penalty: 2921.001465
	Iteration 15Q: 3 clusters Score -830240.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -830309.937500 Penalty: 2921.001465
	Iteration 16Q: 3 clusters Score -830309.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -830374.625000 Penalty: 2921.001465
	Iteration 17Q: 3 clusters Score -830374.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -830443.937500 Penalty: 2921.001465
	Iteration 18Q: 3 clusters Score -830443.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -830520.812500 Penalty: 2921.001465
	Iteration 19Q: 3 clusters Score -830520.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -830603.250000 Penalty: 2921.001465
	Iteration 20F: 3 clusters Score -830603.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -830695.750000 Penalty: 2921.001465
	Iteration 21Q: 3 clusters Score -830695.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -830787.875000 Penalty: 2921.001465
	Iteration 22Q: 3 clusters Score -830787.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -830871.875000 Penalty: 2921.001465
	Iteration 23Q: 3 clusters Score -830871.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -830960.375000 Penalty: 2921.001465
	Iteration 24Q: 3 clusters Score -830960.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -831035.187500 Penalty: 2921.001465
	Iteration 25Q: 3 clusters Score -831035.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -831090.500000 Penalty: 2921.001465
	Iteration 26Q: 3 clusters Score -831090.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -831161.250000 Penalty: 2921.001465
	Iteration 27Q: 3 clusters Score -831161.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -831243.125000 Penalty: 2921.001465
	Iteration 28Q: 3 clusters Score -831243.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -831319.875000 Penalty: 2921.001465
	Iteration 29Q: 3 clusters Score -831319.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -831369.000000 Penalty: 2921.001465
	Iteration 30Q: 3 clusters Score -831369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -831411.812500 Penalty: 2921.001465
	Iteration 31Q: 3 clusters Score -831411.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -831439.750000 Penalty: 2921.001465
	Iteration 32Q: 3 clusters Score -831439.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -831475.875000 Penalty: 2921.001465
	Iteration 33Q: 3 clusters Score -831475.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -831501.937500 Penalty: 2921.001465
	Iteration 34Q: 3 clusters Score -831501.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -831525.500000 Penalty: 2921.001465
	Iteration 35Q: 3 clusters Score -831525.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -831547.562500 Penalty: 2921.001465
	Iteration 36Q: 3 clusters Score -831547.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -831571.437500 Penalty: 2921.001465
	Iteration 37Q: 3 clusters Score -831571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -831586.125000 Penalty: 2921.001465
	Iteration 38Q: 3 clusters Score -831586.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -831600.250000 Penalty: 2921.001465
	Iteration 39Q: 3 clusters Score -831600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -831612.187500 Penalty: 2921.001465
	Iteration 40F: 3 clusters Score -831612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -831623.000000 Penalty: 2921.001465
	Iteration 41Q: 3 clusters Score -831623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -831627.937500 Penalty: 2921.001465
	Iteration 42Q: 3 clusters Score -831627.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -831635.625000 Penalty: 2921.001465
	Iteration 43Q: 3 clusters Score -831635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -831639.000000 Penalty: 2921.001465
	Iteration 44Q: 3 clusters Score -831639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -831642.750000 Penalty: 2921.001465
	Iteration 45Q: 3 clusters Score -831642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -831647.687500 Penalty: 2921.001465
	Iteration 46Q: 3 clusters Score -831647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -831649.750000 Penalty: 2921.001465
	Iteration 47Q: 3 clusters Score -831649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -831650.125000 Penalty: 2921.001465
	Iteration 48Q: 3 clusters Score -831650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -831650.750000 Penalty: 2921.001465
	Iteration 49Q: 3 clusters Score -831650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -831653.625000 Penalty: 2921.001465
	Iteration 50Q: 3 clusters Score -831653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -831655.125000 Penalty: 2921.001465
	Iteration 51Q: 3 clusters Score -831655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -831655.437500 Penalty: 2921.001465
	Iteration 52Q: 3 clusters Score -831655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -831655.437500 Penalty: 2921.001465
	Iteration 53F: 3 clusters Score -831655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -349308.125000 Penalty: 1328.755127
	Iteration 0F: 2 clusters Score -349308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -346245.625000 Penalty: 2657.510254
	Iteration 0F: 3 clusters Score -346245.6 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -347056.437500 Penalty: 2657.510254
	Iteration 1F: 3 clusters Score -347056.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347273.000000 Penalty: 2657.510254
	Iteration 2F: 3 clusters Score -347273 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -347458.937500 Penalty: 2657.510254
	Iteration 3F: 3 clusters Score -347458.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -347621.625000 Penalty: 2657.510254
	Iteration 4F: 3 clusters Score -347621.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -347795.125000 Penalty: 2657.510254
	Iteration 5F: 3 clusters Score -347795.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -347937.437500 Penalty: 2657.510254
	Iteration 6Q: 3 clusters Score -347937.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -348074.406250 Penalty: 2657.510254
	Iteration 7Q: 3 clusters Score -348074.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -348209.062500 Penalty: 2657.510254
	Iteration 8Q: 3 clusters Score -348209.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -348345.875000 Penalty: 2657.510254
	Iteration 9Q: 3 clusters Score -348345.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -348508.093750 Penalty: 2657.510254
	Iteration 10Q: 3 clusters Score -348508.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -348670.750000 Penalty: 2657.510254
	Iteration 11Q: 3 clusters Score -348670.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -348795.843750 Penalty: 2657.510254
	Iteration 12Q: 3 clusters Score -348795.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -348895.343750 Penalty: 2657.510254
	Iteration 13Q: 3 clusters Score -348895.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -348971.656250 Penalty: 2657.510254
	Iteration 14Q: 3 clusters Score -348971.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -349057.593750 Penalty: 2657.510254
	Iteration 15Q: 3 clusters Score -349057.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -349111.625000 Penalty: 2657.510254
	Iteration 16Q: 3 clusters Score -349111.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -349133.468750 Penalty: 2657.510254
	Iteration 17Q: 3 clusters Score -349133.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -349142.562500 Penalty: 2657.510254
	Iteration 18Q: 3 clusters Score -349142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -349146.218750 Penalty: 2657.510254
	Iteration 19Q: 3 clusters Score -349146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -349148.343750 Penalty: 2657.510254
	Iteration 20F: 3 clusters Score -349148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -349148.687500 Penalty: 2657.510254
	Iteration 21Q: 3 clusters Score -349148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -349149.093750 Penalty: 2657.510254
	Iteration 22Q: 3 clusters Score -349149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -349149.093750 Penalty: 2657.510254
	Iteration 23F: 3 clusters Score -349149.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8557 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 1651 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 76644 members 
Mstep: Class 11 contains 23299 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 16338 members 
Mstep: Class 20 contains 22996 members 
Mstep: Class 21 contains 9780 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 2117 members 
Mstep: Class 25 contains 65028 members 
Mstep: Class 26 contains 20651 members 
Mstep: Class 27 contains 6900 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 8004 members 
Mstep: Class 31 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928464.000000 Penalty: 92448.960938
Iteration 79Q: 44 clusters Score -5.492846e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 5269 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 47824 members 
Mstep: Class 10 contains 76643 members 
Mstep: Class 11 contains 23150 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 10193 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 11082 members 
Mstep: Class 18 contains 1466 members 
Mstep: Class 19 contains 16513 members 
Mstep: Class 20 contains 23446 members 
Mstep: Class 21 contains 9894 members 
Mstep: Class 22 contains 1654 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 2447 members 
Mstep: Class 25 contains 65489 members 
Mstep: Class 26 contains 20658 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 4401 members 
Mstep: Class 29 contains 7031 members 
Mstep: Class 30 contains 8013 members 
Mstep: Class 31 contains 3579 members 
Mstep: Class 32 contains 3847 members 
Mstep: Class 33 contains 1921 members 
Mstep: Class 34 contains 28243 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 341 members 
Mstep: Class 37 contains 25421 members 
Mstep: Class 38 contains 10651 members 
Mstep: Class 39 contains 1689 members 
Mstep: Class 40 contains 80397 members 
Mstep: Class 41 contains 2855 members 
Mstep: Class 42 contains 4315 members 
Mstep: Class 43 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933948.000000 Penalty: 92448.960938
Iteration 80F: 44 clusters Score -5.493395e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8509 members 
Mstep: Class 3 contains 1215 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 47479 members 
Mstep: Class 10 contains 76633 members 
Mstep: Class 11 contains 22678 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 1883 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7773 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 10871 members 
Mstep: Class 18 contains 1501 members 
Mstep: Class 19 contains 16356 members 
Mstep: Class 20 contains 23472 members 
Mstep: Class 21 contains 9870 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 65549 members 
Mstep: Class 26 contains 20529 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 4194 members 
Mstep: Class 29 contains 6897 members 
Mstep: Class 30 contains 7994 members 
Mstep: Class 31 contains 3584 members 
Mstep: Class 32 contains 3938 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 28451 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 25930 members 
Mstep: Class 38 contains 10750 members 
Mstep: Class 39 contains 1847 members 
Mstep: Class 40 contains 80446 members 
Mstep: Class 41 contains 2964 members 
Mstep: Class 42 contains 4303 members 
Mstep: Class 43 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54936548.000000 Penalty: 92448.960938
Iteration 81Q: 44 clusters Score -5.493655e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8497 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 5064 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 47258 members 
Mstep: Class 10 contains 76597 members 
Mstep: Class 11 contains 22416 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 7805 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 10717 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 16267 members 
Mstep: Class 20 contains 23597 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 1735 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 2645 members 
Mstep: Class 25 contains 65546 members 
Mstep: Class 26 contains 20427 members 
Mstep: Class 27 contains 7338 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 6812 members 
Mstep: Class 30 contains 7990 members 
Mstep: Class 31 contains 3585 members 
Mstep: Class 32 contains 4005 members 
Mstep: Class 33 contains 2039 members 
Mstep: Class 34 contains 28517 members 
Mstep: Class 35 contains 1953 members 
Mstep: Class 36 contains 355 members 
Mstep: Class 37 contains 26221 members 
Mstep: Class 38 contains 10793 members 
Mstep: Class 39 contains 1960 members 
Mstep: Class 40 contains 80388 members 
Mstep: Class 41 contains 3025 members 
Mstep: Class 42 contains 4280 members 
Mstep: Class 43 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937880.000000 Penalty: 92448.960938
Iteration 82Q: 44 clusters Score -5.493788e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 2356 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 5001 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 47062 members 
Mstep: Class 10 contains 76573 members 
Mstep: Class 11 contains 22260 members 
Mstep: Class 12 contains 1070 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 10541 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 7654 members 
Mstep: Class 17 contains 10578 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 16171 members 
Mstep: Class 20 contains 23817 members 
Mstep: Class 21 contains 9832 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 65512 members 
Mstep: Class 26 contains 20364 members 
Mstep: Class 27 contains 7401 members 
Mstep: Class 28 contains 3850 members 
Mstep: Class 29 contains 6717 members 
Mstep: Class 30 contains 7988 members 
Mstep: Class 31 contains 3618 members 
Mstep: Class 32 contains 4043 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 28556 members 
Mstep: Class 35 contains 1961 members 
Mstep: Class 36 contains 349 members 
Mstep: Class 37 contains 26480 members 
Mstep: Class 38 contains 10824 members 
Mstep: Class 39 contains 2037 members 
Mstep: Class 40 contains 80270 members 
Mstep: Class 41 contains 3081 members 
Mstep: Class 42 contains 4271 members 
Mstep: Class 43 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54938516.000000 Penalty: 92448.960938
Iteration 83Q: 44 clusters Score -5.493852e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 46891 members 
Mstep: Class 10 contains 76554 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 10615 members 
Mstep: Class 15 contains 7843 members 
Mstep: Class 16 contains 7651 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 16107 members 
Mstep: Class 20 contains 24014 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 2151 members 
Mstep: Class 24 contains 2722 members 
Mstep: Class 25 contains 65478 members 
Mstep: Class 26 contains 20304 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 3740 members 
Mstep: Class 29 contains 6629 members 
Mstep: Class 30 contains 7986 members 
Mstep: Class 31 contains 3636 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 2063 members 
Mstep: Class 34 contains 28579 members 
Mstep: Class 35 contains 1961 members 
Mstep: Class 36 contains 345 members 
Mstep: Class 37 contains 26664 members 
Mstep: Class 38 contains 10855 members 
Mstep: Class 39 contains 2105 members 
Mstep: Class 40 contains 80121 members 
Mstep: Class 41 contains 3132 members 
Mstep: Class 42 contains 4254 members 
Mstep: Class 43 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939176.000000 Penalty: 92448.960938
Iteration 84Q: 44 clusters Score -5.493918e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8492 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 4923 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 46760 members 
Mstep: Class 10 contains 76539 members 
Mstep: Class 11 contains 22114 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 10663 members 
Mstep: Class 15 contains 7859 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 16033 members 
Mstep: Class 20 contains 24199 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 1874 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 2729 members 
Mstep: Class 25 contains 65418 members 
Mstep: Class 26 contains 20270 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 3653 members 
Mstep: Class 29 contains 6556 members 
Mstep: Class 30 contains 7976 members 
Mstep: Class 31 contains 3644 members 
Mstep: Class 32 contains 4093 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 28586 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 343 members 
Mstep: Class 37 contains 26852 members 
Mstep: Class 38 contains 10879 members 
Mstep: Class 39 contains 2176 members 
Mstep: Class 40 contains 79985 members 
Mstep: Class 41 contains 3165 members 
Mstep: Class 42 contains 4245 members 
Mstep: Class 43 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939436.000000 Penalty: 92448.960938
Iteration 85Q: 44 clusters Score -5.493944e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 46655 members 
Mstep: Class 10 contains 76533 members 
Mstep: Class 11 contains 22073 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 10685 members 
Mstep: Class 15 contains 7871 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 15965 members 
Mstep: Class 20 contains 24356 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 65357 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 7613 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 6502 members 
Mstep: Class 30 contains 7971 members 
Mstep: Class 31 contains 3652 members 
Mstep: Class 32 contains 4112 members 
Mstep: Class 33 contains 2062 members 
Mstep: Class 34 contains 28577 members 
Mstep: Class 35 contains 1961 members 
Mstep: Class 36 contains 341 members 
Mstep: Class 37 contains 27009 members 
Mstep: Class 38 contains 10902 members 
Mstep: Class 39 contains 2251 members 
Mstep: Class 40 contains 79869 members 
Mstep: Class 41 contains 3205 members 
Mstep: Class 42 contains 4249 members 
Mstep: Class 43 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939976.000000 Penalty: 92448.960938
Iteration 86Q: 44 clusters Score -5.493998e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 4864 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 46564 members 
Mstep: Class 10 contains 76525 members 
Mstep: Class 11 contains 22030 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 7889 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 15918 members 
Mstep: Class 20 contains 24489 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 2200 members 
Mstep: Class 24 contains 2736 members 
Mstep: Class 25 contains 65310 members 
Mstep: Class 26 contains 20241 members 
Mstep: Class 27 contains 7697 members 
Mstep: Class 28 contains 3530 members 
Mstep: Class 29 contains 6447 members 
Mstep: Class 30 contains 7970 members 
Mstep: Class 31 contains 3653 members 
Mstep: Class 32 contains 4132 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 28522 members 
Mstep: Class 35 contains 1961 members 
Mstep: Class 36 contains 340 members 
Mstep: Class 37 contains 27134 members 
Mstep: Class 38 contains 10910 members 
Mstep: Class 39 contains 2327 members 
Mstep: Class 40 contains 79780 members 
Mstep: Class 41 contains 3246 members 
Mstep: Class 42 contains 4248 members 
Mstep: Class 43 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940428.000000 Penalty: 92448.960938
Iteration 87Q: 44 clusters Score -5.494043e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8504 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 46487 members 
Mstep: Class 10 contains 76511 members 
Mstep: Class 11 contains 22006 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 10715 members 
Mstep: Class 15 contains 7903 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 15859 members 
Mstep: Class 20 contains 24583 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 2206 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 65267 members 
Mstep: Class 26 contains 20228 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 3474 members 
Mstep: Class 29 contains 6402 members 
Mstep: Class 30 contains 7978 members 
Mstep: Class 31 contains 3653 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 2052 members 
Mstep: Class 34 contains 28501 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 341 members 
Mstep: Class 37 contains 27267 members 
Mstep: Class 38 contains 10910 members 
Mstep: Class 39 contains 2390 members 
Mstep: Class 40 contains 79711 members 
Mstep: Class 41 contains 3289 members 
Mstep: Class 42 contains 4246 members 
Mstep: Class 43 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940672.000000 Penalty: 92448.960938
Iteration 88Q: 44 clusters Score -5.494067e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8515 members 
Mstep: Class 3 contains 1053 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 46415 members 
Mstep: Class 10 contains 76493 members 
Mstep: Class 11 contains 21990 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 10730 members 
Mstep: Class 15 contains 7914 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 10171 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 15787 members 
Mstep: Class 20 contains 24677 members 
Mstep: Class 21 contains 9849 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 2212 members 
Mstep: Class 24 contains 2714 members 
Mstep: Class 25 contains 65230 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 7857 members 
Mstep: Class 28 contains 3421 members 
Mstep: Class 29 contains 6350 members 
Mstep: Class 30 contains 7979 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 4147 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 28495 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 27390 members 
Mstep: Class 38 contains 10911 members 
Mstep: Class 39 contains 2433 members 
Mstep: Class 40 contains 79652 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 4241 members 
Mstep: Class 43 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940664.000000 Penalty: 92448.960938
Iteration 89Q: 44 clusters Score -5.494066e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 4812 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 46361 members 
Mstep: Class 10 contains 76479 members 
Mstep: Class 11 contains 21979 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 7924 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 17 contains 10142 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 15721 members 
Mstep: Class 20 contains 24767 members 
Mstep: Class 21 contains 9865 members 
Mstep: Class 22 contains 2085 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 65182 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 7918 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 6294 members 
Mstep: Class 30 contains 7987 members 
Mstep: Class 31 contains 3649 members 
Mstep: Class 32 contains 4157 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 28510 members 
Mstep: Class 35 contains 1966 members 
Mstep: Class 36 contains 336 members 
Mstep: Class 37 contains 27495 members 
Mstep: Class 38 contains 10901 members 
Mstep: Class 39 contains 2451 members 
Mstep: Class 40 contains 79592 members 
Mstep: Class 41 contains 3371 members 
Mstep: Class 42 contains 4237 members 
Mstep: Class 43 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941188.000000 Penalty: 92448.960938
Iteration 90Q: 44 clusters Score -5.494119e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8551 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 46315 members 
Mstep: Class 10 contains 76463 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1085 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 15666 members 
Mstep: Class 20 contains 24850 members 
Mstep: Class 21 contains 9876 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 2225 members 
Mstep: Class 24 contains 2684 members 
Mstep: Class 25 contains 65130 members 
Mstep: Class 26 contains 20239 members 
Mstep: Class 27 contains 7978 members 
Mstep: Class 28 contains 3342 members 
Mstep: Class 29 contains 6249 members 
Mstep: Class 30 contains 7997 members 
Mstep: Class 31 contains 3649 members 
Mstep: Class 32 contains 4160 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 28501 members 
Mstep: Class 35 contains 1967 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 27570 members 
Mstep: Class 38 contains 10904 members 
Mstep: Class 39 contains 2484 members 
Mstep: Class 40 contains 79545 members 
Mstep: Class 41 contains 3408 members 
Mstep: Class 42 contains 4227 members 
Mstep: Class 43 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941132.000000 Penalty: 92448.960938
Iteration 91Q: 44 clusters Score -5.494113e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8569 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 4785 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 46273 members 
Mstep: Class 10 contains 76452 members 
Mstep: Class 11 contains 21968 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 10774 members 
Mstep: Class 15 contains 7925 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 10105 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 15623 members 
Mstep: Class 20 contains 24930 members 
Mstep: Class 21 contains 9882 members 
Mstep: Class 22 contains 2124 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 2661 members 
Mstep: Class 25 contains 65088 members 
Mstep: Class 26 contains 20236 members 
Mstep: Class 27 contains 8051 members 
Mstep: Class 28 contains 3308 members 
Mstep: Class 29 contains 6190 members 
Mstep: Class 30 contains 8000 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 4164 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 28488 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 27632 members 
Mstep: Class 38 contains 10917 members 
Mstep: Class 39 contains 2520 members 
Mstep: Class 40 contains 79495 members 
Mstep: Class 41 contains 3433 members 
Mstep: Class 42 contains 4218 members 
Mstep: Class 43 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941308.000000 Penalty: 92448.960938
Iteration 92Q: 44 clusters Score -5.494131e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8589 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 4778 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 46222 members 
Mstep: Class 10 contains 76437 members 
Mstep: Class 11 contains 21963 members 
Mstep: Class 12 contains 1086 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 10779 members 
Mstep: Class 15 contains 7933 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 15557 members 
Mstep: Class 20 contains 25007 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 2634 members 
Mstep: Class 25 contains 65056 members 
Mstep: Class 26 contains 20242 members 
Mstep: Class 27 contains 8123 members 
Mstep: Class 28 contains 3285 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 7999 members 
Mstep: Class 31 contains 3665 members 
Mstep: Class 32 contains 4168 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 28476 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 27693 members 
Mstep: Class 38 contains 10935 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 79459 members 
Mstep: Class 41 contains 3455 members 
Mstep: Class 42 contains 4207 members 
Mstep: Class 43 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941504.000000 Penalty: 92448.960938
Iteration 93Q: 44 clusters Score -5.49415e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 46180 members 
Mstep: Class 10 contains 76429 members 
Mstep: Class 11 contains 21961 members 
Mstep: Class 12 contains 1085 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 10786 members 
Mstep: Class 15 contains 7939 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 10058 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 19 contains 15511 members 
Mstep: Class 20 contains 25060 members 
Mstep: Class 21 contains 9894 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 2608 members 
Mstep: Class 25 contains 65033 members 
Mstep: Class 26 contains 20258 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 3265 members 
Mstep: Class 29 contains 6050 members 
Mstep: Class 30 contains 8003 members 
Mstep: Class 31 contains 3669 members 
Mstep: Class 32 contains 4172 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 28464 members 
Mstep: Class 35 contains 1973 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 27748 members 
Mstep: Class 38 contains 10965 members 
Mstep: Class 39 contains 2573 members 
Mstep: Class 40 contains 79430 members 
Mstep: Class 41 contains 3480 members 
Mstep: Class 42 contains 4199 members 
Mstep: Class 43 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941768.000000 Penalty: 92448.960938
Iteration 94Q: 44 clusters Score -5.494177e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 46144 members 
Mstep: Class 10 contains 76424 members 
Mstep: Class 11 contains 21963 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 7940 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 10038 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 15481 members 
Mstep: Class 20 contains 25098 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 65010 members 
Mstep: Class 26 contains 20263 members 
Mstep: Class 27 contains 8205 members 
Mstep: Class 28 contains 3243 members 
Mstep: Class 29 contains 5980 members 
Mstep: Class 30 contains 8001 members 
Mstep: Class 31 contains 3667 members 
Mstep: Class 32 contains 4175 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 28472 members 
Mstep: Class 35 contains 1973 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 27787 members 
Mstep: Class 38 contains 10996 members 
Mstep: Class 39 contains 2596 members 
Mstep: Class 40 contains 79409 members 
Mstep: Class 41 contains 3500 members 
Mstep: Class 42 contains 4190 members 
Mstep: Class 43 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941840.000000 Penalty: 92448.960938
Iteration 95Q: 44 clusters Score -5.494184e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8619 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 46122 members 
Mstep: Class 10 contains 76424 members 
Mstep: Class 11 contains 21958 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 10011 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 15449 members 
Mstep: Class 20 contains 25144 members 
Mstep: Class 21 contains 9916 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 64993 members 
Mstep: Class 26 contains 20268 members 
Mstep: Class 27 contains 8250 members 
Mstep: Class 28 contains 3225 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 4176 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 28466 members 
Mstep: Class 35 contains 1979 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 27821 members 
Mstep: Class 38 contains 11011 members 
Mstep: Class 39 contains 2606 members 
Mstep: Class 40 contains 79373 members 
Mstep: Class 41 contains 3520 members 
Mstep: Class 42 contains 4184 members 
Mstep: Class 43 contains 4503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941956.000000 Penalty: 92448.960938
Iteration 96Q: 44 clusters Score -5.494196e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 4761 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 76418 members 
Mstep: Class 11 contains 21967 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 10823 members 
Mstep: Class 15 contains 7939 members 
Mstep: Class 16 contains 7581 members 
Mstep: Class 17 contains 9997 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 15434 members 
Mstep: Class 20 contains 25178 members 
Mstep: Class 21 contains 9925 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 64978 members 
Mstep: Class 26 contains 20259 members 
Mstep: Class 27 contains 8281 members 
Mstep: Class 28 contains 3202 members 
Mstep: Class 29 contains 5859 members 
Mstep: Class 30 contains 8011 members 
Mstep: Class 31 contains 3667 members 
Mstep: Class 32 contains 4177 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 28467 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 27838 members 
Mstep: Class 38 contains 11025 members 
Mstep: Class 39 contains 2622 members 
Mstep: Class 40 contains 79327 members 
Mstep: Class 41 contains 3533 members 
Mstep: Class 42 contains 4181 members 
Mstep: Class 43 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941860.000000 Penalty: 92448.960938
Iteration 97Q: 44 clusters Score -5.494186e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8640 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 46099 members 
Mstep: Class 10 contains 76414 members 
Mstep: Class 11 contains 21972 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 9985 members 
Mstep: Class 18 contains 1658 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 25212 members 
Mstep: Class 21 contains 9923 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 2235 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 64962 members 
Mstep: Class 26 contains 20265 members 
Mstep: Class 27 contains 8319 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3665 members 
Mstep: Class 32 contains 4179 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 28445 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 27865 members 
Mstep: Class 38 contains 11028 members 
Mstep: Class 39 contains 2630 members 
Mstep: Class 40 contains 79294 members 
Mstep: Class 41 contains 3550 members 
Mstep: Class 42 contains 4180 members 
Mstep: Class 43 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942248.000000 Penalty: 92448.960938
Iteration 98Q: 44 clusters Score -5.494225e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 46097 members 
Mstep: Class 10 contains 76412 members 
Mstep: Class 11 contains 21968 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 7597 members 
Mstep: Class 17 contains 9977 members 
Mstep: Class 18 contains 1654 members 
Mstep: Class 19 contains 15411 members 
Mstep: Class 20 contains 25239 members 
Mstep: Class 21 contains 9914 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 2237 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 64948 members 
Mstep: Class 26 contains 20267 members 
Mstep: Class 27 contains 8378 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 5728 members 
Mstep: Class 30 contains 8028 members 
Mstep: Class 31 contains 3665 members 
Mstep: Class 32 contains 4184 members 
Mstep: Class 33 contains 2052 members 
Mstep: Class 34 contains 28436 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 27882 members 
Mstep: Class 38 contains 11032 members 
Mstep: Class 39 contains 2640 members 
Mstep: Class 40 contains 79275 members 
Mstep: Class 41 contains 3555 members 
Mstep: Class 42 contains 4171 members 
Mstep: Class 43 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942336.000000 Penalty: 92448.960938
Iteration 99Q: 44 clusters Score -5.494234e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 3 contains 1175 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 4749 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 46097 members 
Mstep: Class 10 contains 76408 members 
Mstep: Class 11 contains 21964 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 7937 members 
Mstep: Class 16 contains 7604 members 
Mstep: Class 17 contains 9969 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 15399 members 
Mstep: Class 20 contains 25258 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 64942 members 
Mstep: Class 26 contains 20267 members 
Mstep: Class 27 contains 8427 members 
Mstep: Class 28 contains 3164 members 
Mstep: Class 29 contains 5668 members 
Mstep: Class 30 contains 8030 members 
Mstep: Class 31 contains 3665 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 28431 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 27896 members 
Mstep: Class 38 contains 11034 members 
Mstep: Class 39 contains 2647 members 
Mstep: Class 40 contains 79251 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 4167 members 
Mstep: Class 43 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942584.000000 Penalty: 92448.960938
Iteration 100F: 44 clusters Score -5.494258e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 46093 members 
Mstep: Class 10 contains 76406 members 
Mstep: Class 11 contains 21955 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 7932 members 
Mstep: Class 16 contains 7612 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15386 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 9920 members 
Mstep: Class 22 contains 2262 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 64939 members 
Mstep: Class 26 contains 20258 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 3161 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 3666 members 
Mstep: Class 32 contains 4189 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 28356 members 
Mstep: Class 35 contains 1985 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 27905 members 
Mstep: Class 38 contains 11031 members 
Mstep: Class 39 contains 2727 members 
Mstep: Class 40 contains 79228 members 
Mstep: Class 41 contains 3577 members 
Mstep: Class 42 contains 4166 members 
Mstep: Class 43 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942596.000000 Penalty: 92448.960938
Iteration 101Q: 44 clusters Score -5.49426e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8718 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 4743 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 46079 members 
Mstep: Class 10 contains 76406 members 
Mstep: Class 11 contains 21955 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 7926 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15369 members 
Mstep: Class 20 contains 25313 members 
Mstep: Class 21 contains 9928 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 2466 members 
Mstep: Class 25 contains 64931 members 
Mstep: Class 26 contains 20244 members 
Mstep: Class 27 contains 8535 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 8038 members 
Mstep: Class 31 contains 3662 members 
Mstep: Class 32 contains 4190 members 
Mstep: Class 33 contains 2042 members 
Mstep: Class 34 contains 28251 members 
Mstep: Class 35 contains 1986 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 27921 members 
Mstep: Class 38 contains 11031 members 
Mstep: Class 39 contains 2822 members 
Mstep: Class 40 contains 79198 members 
Mstep: Class 41 contains 3592 members 
Mstep: Class 42 contains 4166 members 
Mstep: Class 43 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942768.000000 Penalty: 92448.960938
Iteration 102Q: 44 clusters Score -5.494277e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8739 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 4740 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 46068 members 
Mstep: Class 10 contains 76402 members 
Mstep: Class 11 contains 21959 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 7924 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15353 members 
Mstep: Class 20 contains 25357 members 
Mstep: Class 21 contains 9927 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 64905 members 
Mstep: Class 26 contains 20238 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 3160 members 
Mstep: Class 29 contains 5517 members 
Mstep: Class 30 contains 8037 members 
Mstep: Class 31 contains 3656 members 
Mstep: Class 32 contains 4193 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 28179 members 
Mstep: Class 35 contains 1987 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 27937 members 
Mstep: Class 38 contains 11035 members 
Mstep: Class 39 contains 2908 members 
Mstep: Class 40 contains 79169 members 
Mstep: Class 41 contains 3604 members 
Mstep: Class 42 contains 4163 members 
Mstep: Class 43 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942848.000000 Penalty: 92448.960938
Iteration 103Q: 44 clusters Score -5.494285e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8745 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 46055 members 
Mstep: Class 10 contains 76397 members 
Mstep: Class 11 contains 21956 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 7634 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 15338 members 
Mstep: Class 20 contains 25407 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 2298 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 64888 members 
Mstep: Class 26 contains 20220 members 
Mstep: Class 27 contains 8597 members 
Mstep: Class 28 contains 3161 members 
Mstep: Class 29 contains 5487 members 
Mstep: Class 30 contains 8036 members 
Mstep: Class 31 contains 3651 members 
Mstep: Class 32 contains 4193 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 28096 members 
Mstep: Class 35 contains 1988 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 27954 members 
Mstep: Class 38 contains 11053 members 
Mstep: Class 39 contains 2967 members 
Mstep: Class 40 contains 79158 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 4162 members 
Mstep: Class 43 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942900.000000 Penalty: 92448.960938
Iteration 104Q: 44 clusters Score -5.49429e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8759 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 46049 members 
Mstep: Class 10 contains 76389 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 7919 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 9952 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 15332 members 
Mstep: Class 20 contains 25448 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 2304 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 64863 members 
Mstep: Class 26 contains 20199 members 
Mstep: Class 27 contains 8623 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5457 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 3647 members 
Mstep: Class 32 contains 4193 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 28023 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 27962 members 
Mstep: Class 38 contains 11072 members 
Mstep: Class 39 contains 3029 members 
Mstep: Class 40 contains 79150 members 
Mstep: Class 41 contains 3637 members 
Mstep: Class 42 contains 4159 members 
Mstep: Class 43 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943004.000000 Penalty: 92448.960938
Iteration 105Q: 44 clusters Score -5.4943e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8772 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 46032 members 
Mstep: Class 10 contains 76384 members 
Mstep: Class 11 contains 21952 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 7919 members 
Mstep: Class 16 contains 7645 members 
Mstep: Class 17 contains 9946 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 15324 members 
Mstep: Class 20 contains 25489 members 
Mstep: Class 21 contains 9939 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 64850 members 
Mstep: Class 26 contains 20165 members 
Mstep: Class 27 contains 8640 members 
Mstep: Class 28 contains 3153 members 
Mstep: Class 29 contains 5439 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 3642 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 2043 members 
Mstep: Class 34 contains 27967 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 27966 members 
Mstep: Class 38 contains 11089 members 
Mstep: Class 39 contains 3078 members 
Mstep: Class 40 contains 79143 members 
Mstep: Class 41 contains 3641 members 
Mstep: Class 42 contains 4159 members 
Mstep: Class 43 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943028.000000 Penalty: 92448.960938
Iteration 106Q: 44 clusters Score -5.494303e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8780 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 46028 members 
Mstep: Class 10 contains 76380 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 14 contains 10912 members 
Mstep: Class 15 contains 7918 members 
Mstep: Class 16 contains 7646 members 
Mstep: Class 17 contains 9945 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 15318 members 
Mstep: Class 20 contains 25532 members 
Mstep: Class 21 contains 9945 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 64836 members 
Mstep: Class 26 contains 20147 members 
Mstep: Class 27 contains 8664 members 
Mstep: Class 28 contains 3150 members 
Mstep: Class 29 contains 5414 members 
Mstep: Class 30 contains 8034 members 
Mstep: Class 31 contains 3635 members 
Mstep: Class 32 contains 4190 members 
Mstep: Class 33 contains 2041 members 
Mstep: Class 34 contains 27894 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 27973 members 
Mstep: Class 38 contains 11098 members 
Mstep: Class 39 contains 3131 members 
Mstep: Class 40 contains 79132 members 
Mstep: Class 41 contains 3645 members 
Mstep: Class 42 contains 4157 members 
Mstep: Class 43 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943072.000000 Penalty: 92448.960938
Iteration 107Q: 44 clusters Score -5.494307e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8792 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 46021 members 
Mstep: Class 10 contains 76375 members 
Mstep: Class 11 contains 21958 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 10915 members 
Mstep: Class 15 contains 7918 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 9943 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 15310 members 
Mstep: Class 20 contains 25572 members 
Mstep: Class 21 contains 9944 members 
Mstep: Class 22 contains 2321 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2371 members 
Mstep: Class 25 contains 64818 members 
Mstep: Class 26 contains 20130 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 3150 members 
Mstep: Class 29 contains 5393 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 3634 members 
Mstep: Class 32 contains 4192 members 
Mstep: Class 33 contains 2043 members 
Mstep: Class 34 contains 27794 members 
Mstep: Class 35 contains 1989 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 27977 members 
Mstep: Class 38 contains 11110 members 
Mstep: Class 39 contains 3196 members 
Mstep: Class 40 contains 79136 members 
Mstep: Class 41 contains 3656 members 
Mstep: Class 42 contains 4156 members 
Mstep: Class 43 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943072.000000 Penalty: 92448.960938
Iteration 108Q: 44 clusters Score -5.494307e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8806 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 46016 members 
Mstep: Class 10 contains 76370 members 
Mstep: Class 11 contains 21958 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 10916 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 17 contains 9938 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 25605 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 64805 members 
Mstep: Class 26 contains 20120 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 3149 members 
Mstep: Class 29 contains 5380 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 3633 members 
Mstep: Class 32 contains 4193 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27711 members 
Mstep: Class 35 contains 1989 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 27984 members 
Mstep: Class 38 contains 11124 members 
Mstep: Class 39 contains 3272 members 
Mstep: Class 40 contains 79119 members 
Mstep: Class 41 contains 3671 members 
Mstep: Class 42 contains 4155 members 
Mstep: Class 43 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943236.000000 Penalty: 92448.960938
Iteration 109Q: 44 clusters Score -5.494324e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8815 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 4731 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 46012 members 
Mstep: Class 10 contains 76366 members 
Mstep: Class 11 contains 21957 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 10919 members 
Mstep: Class 15 contains 7912 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1651 members 
Mstep: Class 19 contains 15288 members 
Mstep: Class 20 contains 25623 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 64788 members 
Mstep: Class 26 contains 20114 members 
Mstep: Class 27 contains 8710 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5371 members 
Mstep: Class 30 contains 8034 members 
Mstep: Class 31 contains 3631 members 
Mstep: Class 32 contains 4194 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27629 members 
Mstep: Class 35 contains 1988 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 27990 members 
Mstep: Class 38 contains 11133 members 
Mstep: Class 39 contains 3346 members 
Mstep: Class 40 contains 79118 members 
Mstep: Class 41 contains 3685 members 
Mstep: Class 42 contains 4152 members 
Mstep: Class 43 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943288.000000 Penalty: 92448.960938
Iteration 110Q: 44 clusters Score -5.494329e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8821 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 4729 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 46008 members 
Mstep: Class 10 contains 76364 members 
Mstep: Class 11 contains 21954 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 7633 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 25644 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 64766 members 
Mstep: Class 26 contains 20103 members 
Mstep: Class 27 contains 8720 members 
Mstep: Class 28 contains 3149 members 
Mstep: Class 29 contains 5364 members 
Mstep: Class 30 contains 8033 members 
Mstep: Class 31 contains 3625 members 
Mstep: Class 32 contains 4195 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27553 members 
Mstep: Class 35 contains 1989 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 27996 members 
Mstep: Class 38 contains 11139 members 
Mstep: Class 39 contains 3421 members 
Mstep: Class 40 contains 79115 members 
Mstep: Class 41 contains 3702 members 
Mstep: Class 42 contains 4147 members 
Mstep: Class 43 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943316.000000 Penalty: 92448.960938
Iteration 111Q: 44 clusters Score -5.494332e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 4729 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 45995 members 
Mstep: Class 10 contains 76364 members 
Mstep: Class 11 contains 21953 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 10928 members 
Mstep: Class 15 contains 7911 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 9928 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15263 members 
Mstep: Class 20 contains 25664 members 
Mstep: Class 21 contains 9968 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 64754 members 
Mstep: Class 26 contains 20083 members 
Mstep: Class 27 contains 8740 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 8032 members 
Mstep: Class 31 contains 3620 members 
Mstep: Class 32 contains 4195 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 27498 members 
Mstep: Class 35 contains 1989 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 27999 members 
Mstep: Class 38 contains 11136 members 
Mstep: Class 39 contains 3481 members 
Mstep: Class 40 contains 79116 members 
Mstep: Class 41 contains 3721 members 
Mstep: Class 42 contains 4145 members 
Mstep: Class 43 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943416.000000 Penalty: 92448.960938
Iteration 112Q: 44 clusters Score -5.494342e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8825 members 
Mstep: Class 3 contains 1265 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 45981 members 
Mstep: Class 10 contains 76363 members 
Mstep: Class 11 contains 21950 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 10930 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 17 contains 9934 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 25676 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 64742 members 
Mstep: Class 26 contains 20068 members 
Mstep: Class 27 contains 8744 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5356 members 
Mstep: Class 30 contains 8031 members 
Mstep: Class 31 contains 3618 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27440 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 28000 members 
Mstep: Class 38 contains 11141 members 
Mstep: Class 39 contains 3548 members 
Mstep: Class 40 contains 79121 members 
Mstep: Class 41 contains 3735 members 
Mstep: Class 42 contains 4144 members 
Mstep: Class 43 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943492.000000 Penalty: 92448.960938
Iteration 113Q: 44 clusters Score -5.494349e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 45974 members 
Mstep: Class 10 contains 76362 members 
Mstep: Class 11 contains 21949 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 14 contains 10934 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7624 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15255 members 
Mstep: Class 20 contains 25694 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2319 members 
Mstep: Class 25 contains 64732 members 
Mstep: Class 26 contains 20053 members 
Mstep: Class 27 contains 8752 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5355 members 
Mstep: Class 30 contains 8029 members 
Mstep: Class 31 contains 3615 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27368 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 27999 members 
Mstep: Class 38 contains 11146 members 
Mstep: Class 39 contains 3607 members 
Mstep: Class 40 contains 79130 members 
Mstep: Class 41 contains 3746 members 
Mstep: Class 42 contains 4143 members 
Mstep: Class 43 contains 4391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943624.000000 Penalty: 92448.960938
Iteration 114Q: 44 clusters Score -5.494362e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 45974 members 
Mstep: Class 10 contains 76362 members 
Mstep: Class 11 contains 21950 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 10938 members 
Mstep: Class 15 contains 7907 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15253 members 
Mstep: Class 20 contains 25707 members 
Mstep: Class 21 contains 9990 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2315 members 
Mstep: Class 25 contains 64728 members 
Mstep: Class 26 contains 20034 members 
Mstep: Class 27 contains 8760 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5352 members 
Mstep: Class 30 contains 8025 members 
Mstep: Class 31 contains 3614 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27308 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11151 members 
Mstep: Class 39 contains 3656 members 
Mstep: Class 40 contains 79125 members 
Mstep: Class 41 contains 3754 members 
Mstep: Class 42 contains 4142 members 
Mstep: Class 43 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943536.000000 Penalty: 92448.960938
Iteration 115Q: 44 clusters Score -5.494354e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8834 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 45970 members 
Mstep: Class 10 contains 76359 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 10941 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 9924 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15252 members 
Mstep: Class 20 contains 25717 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 64722 members 
Mstep: Class 26 contains 20019 members 
Mstep: Class 27 contains 8761 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5350 members 
Mstep: Class 30 contains 8023 members 
Mstep: Class 31 contains 3612 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27253 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11154 members 
Mstep: Class 39 contains 3700 members 
Mstep: Class 40 contains 79130 members 
Mstep: Class 41 contains 3757 members 
Mstep: Class 42 contains 4142 members 
Mstep: Class 43 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943592.000000 Penalty: 92448.960938
Iteration 116Q: 44 clusters Score -5.494359e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 45966 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21966 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 10941 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7622 members 
Mstep: Class 17 contains 9920 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15251 members 
Mstep: Class 20 contains 25721 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 64718 members 
Mstep: Class 26 contains 20001 members 
Mstep: Class 27 contains 8759 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 8023 members 
Mstep: Class 31 contains 3610 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27204 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28010 members 
Mstep: Class 38 contains 11158 members 
Mstep: Class 39 contains 3731 members 
Mstep: Class 40 contains 79143 members 
Mstep: Class 41 contains 3760 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943568.000000 Penalty: 92448.960938
Iteration 117Q: 44 clusters Score -5.494357e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 45963 members 
Mstep: Class 10 contains 76362 members 
Mstep: Class 11 contains 21966 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7619 members 
Mstep: Class 17 contains 9918 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 25729 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 64716 members 
Mstep: Class 26 contains 19995 members 
Mstep: Class 27 contains 8760 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 8024 members 
Mstep: Class 31 contains 3609 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27155 members 
Mstep: Class 35 contains 1991 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11159 members 
Mstep: Class 39 contains 3761 members 
Mstep: Class 40 contains 79152 members 
Mstep: Class 41 contains 3762 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943544.000000 Penalty: 92448.960938
Iteration 118Q: 44 clusters Score -5.494354e+07 nChanged 119
Entering ConstructFrom: 
Score: -54943544.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -708017.375000 Penalty: 1437.251465
	Iteration 0F: 2 clusters Score -708017.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -702826.250000 Penalty: 2874.502930
	Iteration 0F: 3 clusters Score -702826.2 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -704369.562500 Penalty: 2874.502930
	Iteration 1F: 3 clusters Score -704369.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -704637.875000 Penalty: 2874.502930
	Iteration 2F: 3 clusters Score -704637.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -704946.500000 Penalty: 2874.502930
	Iteration 3F: 3 clusters Score -704946.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -705345.250000 Penalty: 2874.502930
	Iteration 4F: 3 clusters Score -705345.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -705789.625000 Penalty: 2874.502930
	Iteration 5F: 3 clusters Score -705789.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -706212.375000 Penalty: 2874.502930
	Iteration 6F: 3 clusters Score -706212.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -706538.687500 Penalty: 2874.502930
	Iteration 7F: 3 clusters Score -706538.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -706807.937500 Penalty: 2874.502930
	Iteration 8F: 3 clusters Score -706807.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -706989.125000 Penalty: 2874.502930
	Iteration 9Q: 3 clusters Score -706989.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -707127.750000 Penalty: 2874.502930
	Iteration 10Q: 3 clusters Score -707127.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -707238.062500 Penalty: 2874.502930
	Iteration 11Q: 3 clusters Score -707238.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -707342.000000 Penalty: 2874.502930
	Iteration 12Q: 3 clusters Score -707342 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -707440.250000 Penalty: 2874.502930
	Iteration 13Q: 3 clusters Score -707440.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -707514.062500 Penalty: 2874.502930
	Iteration 14Q: 3 clusters Score -707514.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -707574.312500 Penalty: 2874.502930
	Iteration 15Q: 3 clusters Score -707574.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -707627.937500 Penalty: 2874.502930
	Iteration 16Q: 3 clusters Score -707627.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -707673.062500 Penalty: 2874.502930
	Iteration 17Q: 3 clusters Score -707673.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -707711.625000 Penalty: 2874.502930
	Iteration 18Q: 3 clusters Score -707711.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -707740.375000 Penalty: 2874.502930
	Iteration 19Q: 3 clusters Score -707740.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -707762.562500 Penalty: 2874.502930
	Iteration 20F: 3 clusters Score -707762.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -707783.750000 Penalty: 2874.502930
	Iteration 21Q: 3 clusters Score -707783.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -707803.500000 Penalty: 2874.502930
	Iteration 22Q: 3 clusters Score -707803.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -707817.687500 Penalty: 2874.502930
	Iteration 23Q: 3 clusters Score -707817.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -707827.250000 Penalty: 2874.502930
	Iteration 24Q: 3 clusters Score -707827.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -707836.062500 Penalty: 2874.502930
	Iteration 25Q: 3 clusters Score -707836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -707841.000000 Penalty: 2874.502930
	Iteration 26Q: 3 clusters Score -707841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -707847.562500 Penalty: 2874.502930
	Iteration 27Q: 3 clusters Score -707847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -707851.937500 Penalty: 2874.502930
	Iteration 28Q: 3 clusters Score -707851.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -707856.937500 Penalty: 2874.502930
	Iteration 29Q: 3 clusters Score -707856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -707858.000000 Penalty: 2874.502930
	Iteration 30Q: 3 clusters Score -707858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -707863.187500 Penalty: 2874.502930
	Iteration 31Q: 3 clusters Score -707863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -707863.812500 Penalty: 2874.502930
	Iteration 32Q: 3 clusters Score -707863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -707864.062500 Penalty: 2874.502930
	Iteration 33Q: 3 clusters Score -707864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -707863.562500 Penalty: 2874.502930
	Iteration 34Q: 3 clusters Score -707863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -707864.062500 Penalty: 2874.502930
	Iteration 35Q: 3 clusters Score -707864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -707864.875000 Penalty: 2874.502930
	Iteration 36Q: 3 clusters Score -707864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -707865.437500 Penalty: 2874.502930
	Iteration 37Q: 3 clusters Score -707865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -707864.750000 Penalty: 2874.502930
	Iteration 38Q: 3 clusters Score -707864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -707865.000000 Penalty: 2874.502930
	Iteration 39Q: 3 clusters Score -707865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -707865.000000 Penalty: 2874.502930
	Iteration 40F: 3 clusters Score -707865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Entering Unmasked Estep 
Score: -854488.937500 Penalty: 1476.662720
	Iteration 0F: 2 clusters Score -854488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -848096.125000 Penalty: 2953.325439
	Iteration 0F: 3 clusters Score -848096.1 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -850350.875000 Penalty: 2953.325439
	Iteration 1F: 3 clusters Score -850350.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -850822.250000 Penalty: 2953.325439
	Iteration 2F: 3 clusters Score -850822.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -851235.937500 Penalty: 2953.325439
	Iteration 3F: 3 clusters Score -851235.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -851547.250000 Penalty: 2953.325439
	Iteration 4F: 3 clusters Score -851547.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -851763.750000 Penalty: 2953.325439
	Iteration 5F: 3 clusters Score -851763.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -851909.687500 Penalty: 2953.325439
	Iteration 6Q: 3 clusters Score -851909.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -852036.062500 Penalty: 2953.325439
	Iteration 7Q: 3 clusters Score -852036.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -852145.500000 Penalty: 2953.325439
	Iteration 8Q: 3 clusters Score -852145.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -852244.125000 Penalty: 2953.325439
	Iteration 9Q: 3 clusters Score -852244.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -852328.812500 Penalty: 2953.325439
	Iteration 10Q: 3 clusters Score -852328.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -852421.437500 Penalty: 2953.325439
	Iteration 11Q: 3 clusters Score -852421.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -852531.875000 Penalty: 2953.325439
	Iteration 12Q: 3 clusters Score -852531.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -852664.625000 Penalty: 2953.325439
	Iteration 13Q: 3 clusters Score -852664.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -852808.437500 Penalty: 2953.325439
	Iteration 14Q: 3 clusters Score -852808.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -852952.375000 Penalty: 2953.325439
	Iteration 15Q: 3 clusters Score -852952.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -853102.687500 Penalty: 2953.325439
	Iteration 16Q: 3 clusters Score -853102.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -853239.375000 Penalty: 2953.325439
	Iteration 17Q: 3 clusters Score -853239.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -853364.500000 Penalty: 2953.325439
	Iteration 18Q: 3 clusters Score -853364.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -853489.625000 Penalty: 2953.325439
	Iteration 19Q: 3 clusters Score -853489.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -853606.875000 Penalty: 2953.325439
	Iteration 20F: 3 clusters Score -853606.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -853725.250000 Penalty: 2953.325439
	Iteration 21Q: 3 clusters Score -853725.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -853814.562500 Penalty: 2953.325439
	Iteration 22Q: 3 clusters Score -853814.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -853879.500000 Penalty: 2953.325439
	Iteration 23Q: 3 clusters Score -853879.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -853916.062500 Penalty: 2953.325439
	Iteration 24Q: 3 clusters Score -853916.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -853935.375000 Penalty: 2953.325439
	Iteration 25Q: 3 clusters Score -853935.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -853949.312500 Penalty: 2953.325439
	Iteration 26Q: 3 clusters Score -853949.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -853964.437500 Penalty: 2953.325439
	Iteration 27Q: 3 clusters Score -853964.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -853981.062500 Penalty: 2953.325439
	Iteration 28Q: 3 clusters Score -853981.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -853995.250000 Penalty: 2953.325439
	Iteration 29Q: 3 clusters Score -853995.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -854000.687500 Penalty: 2953.325439
	Iteration 30Q: 3 clusters Score -854000.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -854005.812500 Penalty: 2953.325439
	Iteration 31Q: 3 clusters Score -854005.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -854009.500000 Penalty: 2953.325439
	Iteration 32Q: 3 clusters Score -854009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -854013.375000 Penalty: 2953.325439
	Iteration 33Q: 3 clusters Score -854013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -854018.687500 Penalty: 2953.325439
	Iteration 34Q: 3 clusters Score -854018.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -854020.125000 Penalty: 2953.325439
	Iteration 35Q: 3 clusters Score -854020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -854029.437500 Penalty: 2953.325439
	Iteration 36Q: 3 clusters Score -854029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -854031.812500 Penalty: 2953.325439
	Iteration 37Q: 3 clusters Score -854031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -854036.125000 Penalty: 2953.325439
	Iteration 38Q: 3 clusters Score -854036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -854041.562500 Penalty: 2953.325439
	Iteration 39Q: 3 clusters Score -854041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -854046.437500 Penalty: 2953.325439
	Iteration 40F: 3 clusters Score -854046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -854049.125000 Penalty: 2953.325439
	Iteration 41Q: 3 clusters Score -854049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -854052.937500 Penalty: 2953.325439
	Iteration 42Q: 3 clusters Score -854052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -854058.750000 Penalty: 2953.325439
	Iteration 43Q: 3 clusters Score -854058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -854061.750000 Penalty: 2953.325439
	Iteration 44Q: 3 clusters Score -854061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -854062.500000 Penalty: 2953.325439
	Iteration 45Q: 3 clusters Score -854062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -854062.687500 Penalty: 2953.325439
	Iteration 46Q: 3 clusters Score -854062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -854063.812500 Penalty: 2953.325439
	Iteration 47Q: 3 clusters Score -854063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -854063.812500 Penalty: 2953.325439
	Iteration 48F: 3 clusters Score -854063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -118434.804688 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -118434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116808.757812 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -116808.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -117106.718750 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -117106.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -117218.609375 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -117218.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117278.281250 Penalty: 2323.212402
	Iteration 3Q: 3 clusters Score -117278.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -117332.796875 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -117332.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -117365.101562 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -117365.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -117385.953125 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -117386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -117406.460938 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -117406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117419.140625 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -117419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117429.062500 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -117429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -117440.531250 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -117440.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117450.820312 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -117450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117456.460938 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -117456.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117460.562500 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -117460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117463.492188 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -117463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117469.859375 Penalty: 2323.212402
	Iteration 15Q: 3 clusters Score -117469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117473.796875 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -117473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117474.593750 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -117474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117478.648438 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -117478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117482.250000 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -117482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117483.398438 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -117483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -117483.812500 Penalty: 2323.212402
	Iteration 21Q: 3 clusters Score -117483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117484.500000 Penalty: 2323.212402
	Iteration 22Q: 3 clusters Score -117484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117484.500000 Penalty: 2323.212402
	Iteration 23F: 3 clusters Score -117484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -232431.156250 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -232431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -230114.375000 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -230114.4 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -230633.984375 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -230634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -230792.781250 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -230792.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230906.515625 Penalty: 2522.290283
	Iteration 3F: 3 clusters Score -230906.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230997.265625 Penalty: 2522.290283
	Iteration 4Q: 3 clusters Score -230997.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231087.062500 Penalty: 2522.290283
	Iteration 5Q: 3 clusters Score -231087.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231187.765625 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -231187.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231259.656250 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -231259.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231297.562500 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -231297.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231327.015625 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -231327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -231354.312500 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -231354.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -231374.453125 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -231374.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231394.125000 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -231394.1 nChanged 33
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: -231414.750000 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -231414.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -231438.625000 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -231438.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -231473.968750 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -231474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -231499.171875 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -231499.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -231519.109375 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -231519.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -231532.796875 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -231532.8 nChanged 25
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: -231545.109375 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -231545.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -231562.640625 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -231562.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -231579.640625 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -231579.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -231599.734375 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -231599.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -231626.546875 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -231626.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -231658.171875 Penalty: 2522.290283
	Iteration 24Q: 3 clusters Score -231658.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -231677.828125 Penalty: 2522.290283
	Iteration 25Q: 3 clusters Score -231677.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -231689.703125 Penalty: 2522.290283
	Iteration 26Q: 3 clusters Score -231689.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -231702.734375 Penalty: 2522.290283
	Iteration 27Q: 3 clusters Score -231702.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231714.437500 Penalty: 2522.290283
	Iteration 28Q: 3 clusters Score -231714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -231721.968750 Penalty: 2522.290283
	Iteration 29Q: 3 clusters Score -231722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -231730.531250 Penalty: 2522.290283
	Iteration 30Q: 3 clusters Score -231730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -231737.468750 Penalty: 2522.290283
	Iteration 31Q: 3 clusters Score -231737.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -231742.812500 Penalty: 2522.290283
	Iteration 32Q: 3 clusters Score -231742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -231747.125000 Penalty: 2522.290283
	Iteration 33Q: 3 clusters Score -231747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -231751.625000 Penalty: 2522.290283
	Iteration 34Q: 3 clusters Score -231751.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -231758.359375 Penalty: 2522.290283
	Iteration 35Q: 3 clusters Score -231758.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -231764.609375 Penalty: 2522.290283
	Iteration 36Q: 3 clusters Score -231764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -231766.687500 Penalty: 2522.290283
	Iteration 37Q: 3 clusters Score -231766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -231766.593750 Penalty: 2522.290283
	Iteration 38Q: 3 clusters Score -231766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231768.140625 Penalty: 2522.290283
	Iteration 39Q: 3 clusters Score -231768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -231769.515625 Penalty: 2522.290283
	Iteration 40F: 3 clusters Score -231769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -231770.281250 Penalty: 2522.290283
	Iteration 41Q: 3 clusters Score -231770.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -231770.281250 Penalty: 2522.290283
	Iteration 42F: 3 clusters Score -231770.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -200058.109375 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -200058.1 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 1024 members 
Entering Unmasked Estep 
Score: -197992.234375 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -197992.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -198423.687500 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -198423.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -198550.656250 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -198550.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -198625.921875 Penalty: 2468.337402
	Iteration 3F: 3 clusters Score -198625.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -198674.281250 Penalty: 2468.337402
	Iteration 4Q: 3 clusters Score -198674.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -198706.953125 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -198707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -198725.921875 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -198725.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -198745.421875 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -198745.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -198764.781250 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -198764.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -198780.203125 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -198780.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198793.140625 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -198793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -198802.593750 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -198802.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -198811.640625 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -198811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198822.125000 Penalty: 2468.337402
	Iteration 13Q: 3 clusters Score -198822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -198830.312500 Penalty: 2468.337402
	Iteration 14Q: 3 clusters Score -198830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -198838.093750 Penalty: 2468.337402
	Iteration 15Q: 3 clusters Score -198838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -198843.390625 Penalty: 2468.337402
	Iteration 16Q: 3 clusters Score -198843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -198846.890625 Penalty: 2468.337402
	Iteration 17Q: 3 clusters Score -198846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -198850.687500 Penalty: 2468.337402
	Iteration 18Q: 3 clusters Score -198850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -198852.218750 Penalty: 2468.337402
	Iteration 19Q: 3 clusters Score -198852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198854.765625 Penalty: 2468.337402
	Iteration 20F: 3 clusters Score -198854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -198857.468750 Penalty: 2468.337402
	Iteration 21Q: 3 clusters Score -198857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198858.796875 Penalty: 2468.337402
	Iteration 22Q: 3 clusters Score -198858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198860.984375 Penalty: 2468.337402
	Iteration 23Q: 3 clusters Score -198861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198862.500000 Penalty: 2468.337402
	Iteration 24Q: 3 clusters Score -198862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198863.781250 Penalty: 2468.337402
	Iteration 25Q: 3 clusters Score -198863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198864.406250 Penalty: 2468.337402
	Iteration 26Q: 3 clusters Score -198864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198866.046875 Penalty: 2468.337402
	Iteration 27Q: 3 clusters Score -198866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198868.937500 Penalty: 2468.337402
	Iteration 28Q: 3 clusters Score -198868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198872.234375 Penalty: 2468.337402
	Iteration 29Q: 3 clusters Score -198872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -198875.234375 Penalty: 2468.337402
	Iteration 30Q: 3 clusters Score -198875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198878.421875 Penalty: 2468.337402
	Iteration 31Q: 3 clusters Score -198878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -198880.593750 Penalty: 2468.337402
	Iteration 32Q: 3 clusters Score -198880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198883.250000 Penalty: 2468.337402
	Iteration 33Q: 3 clusters Score -198883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -198886.531250 Penalty: 2468.337402
	Iteration 34Q: 3 clusters Score -198886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -198890.828125 Penalty: 2468.337402
	Iteration 35Q: 3 clusters Score -198890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -198895.453125 Penalty: 2468.337402
	Iteration 36Q: 3 clusters Score -198895.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -198902.875000 Penalty: 2468.337402
	Iteration 37Q: 3 clusters Score -198902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -198909.203125 Penalty: 2468.337402
	Iteration 38Q: 3 clusters Score -198909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198912.250000 Penalty: 2468.337402
	Iteration 39Q: 3 clusters Score -198912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198914.703125 Penalty: 2468.337402
	Iteration 40F: 3 clusters Score -198914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198915.468750 Penalty: 2468.337402
	Iteration 41Q: 3 clusters Score -198915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198915.687500 Penalty: 2468.337402
	Iteration 42Q: 3 clusters Score -198915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198916.546875 Penalty: 2468.337402
	Iteration 43Q: 3 clusters Score -198916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198917.312500 Penalty: 2468.337402
	Iteration 44Q: 3 clusters Score -198917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198917.328125 Penalty: 2468.337402
	Iteration 45Q: 3 clusters Score -198917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -198918.265625 Penalty: 2468.337402
	Iteration 46Q: 3 clusters Score -198918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198920.156250 Penalty: 2468.337402
	Iteration 47Q: 3 clusters Score -198920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198921.343750 Penalty: 2468.337402
	Iteration 48Q: 3 clusters Score -198921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -198922.750000 Penalty: 2468.337402
	Iteration 49Q: 3 clusters Score -198922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198926.296875 Penalty: 2468.337402
	Iteration 50Q: 3 clusters Score -198926.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198928.703125 Penalty: 2468.337402
	Iteration 51Q: 3 clusters Score -198928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -198930.234375 Penalty: 2468.337402
	Iteration 52Q: 3 clusters Score -198930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198931.687500 Penalty: 2468.337402
	Iteration 53Q: 3 clusters Score -198931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198933.281250 Penalty: 2468.337402
	Iteration 54Q: 3 clusters Score -198933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198934.265625 Penalty: 2468.337402
	Iteration 55Q: 3 clusters Score -198934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -198935.093750 Penalty: 2468.337402
	Iteration 56Q: 3 clusters Score -198935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198935.093750 Penalty: 2468.337402
	Iteration 57Q: 3 clusters Score -198935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198935.093750 Penalty: 2468.337402
	Iteration 58F: 3 clusters Score -198935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -183575.781250 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -183575.8 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 928 members 
Entering Unmasked Estep 
Score: -181520.578125 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -181520.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -182013.765625 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -182013.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -182272.562500 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -182272.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -182508.015625 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -182508 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -182865.734375 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -182865.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -183330.515625 Penalty: 2455.329102
	Iteration 5F: 3 clusters Score -183330.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -183635.703125 Penalty: 2455.329102
	Iteration 6F: 3 clusters Score -183635.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183776.703125 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -183776.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183855.890625 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -183855.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -183924.125000 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -183924.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -183973.375000 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -183973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -183991.656250 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -183991.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183996.765625 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -183996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -183998.562500 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -183998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -184001.531250 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -184001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184002.406250 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -184002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -184003.859375 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -184003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -184003.859375 Penalty: 2455.329102
	Iteration 17F: 3 clusters Score -184003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 45964 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21964 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 9917 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 25734 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 64719 members 
Mstep: Class 26 contains 19986 members 
Mstep: Class 27 contains 8761 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8024 members 
Mstep: Class 31 contains 3608 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27121 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28009 members 
Mstep: Class 38 contains 11161 members 
Mstep: Class 39 contains 3778 members 
Mstep: Class 40 contains 79159 members 
Mstep: Class 41 contains 3762 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4387 members 
Mstep: Class 44 contains 787 members 
Entering Unmasked Estep 
Score: -54943132.000000 Penalty: 94598.937500
Splitting cluster 6 changes total score from -54943544.000000 to -54943132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -462989.000000 Penalty: 1374.885620
	Iteration 0F: 2 clusters Score -462989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -459182.875000 Penalty: 2749.771240
	Iteration 0F: 3 clusters Score -459182.9 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -460375.218750 Penalty: 2749.771240
	Iteration 1F: 3 clusters Score -460375.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -460697.781250 Penalty: 2749.771240
	Iteration 2F: 3 clusters Score -460697.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -460959.750000 Penalty: 2749.771240
	Iteration 3F: 3 clusters Score -460959.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -461179.906250 Penalty: 2749.771240
	Iteration 4F: 3 clusters Score -461179.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -461364.750000 Penalty: 2749.771240
	Iteration 5F: 3 clusters Score -461364.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -461539.437500 Penalty: 2749.771240
	Iteration 6Q: 3 clusters Score -461539.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -461732.468750 Penalty: 2749.771240
	Iteration 7Q: 3 clusters Score -461732.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -462004.437500 Penalty: 2749.771240
	Iteration 8Q: 3 clusters Score -462004.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -462352.812500 Penalty: 2749.771240
	Iteration 9Q: 3 clusters Score -462352.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -462649.656250 Penalty: 2749.771240
	Iteration 10Q: 3 clusters Score -462649.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -462804.812500 Penalty: 2749.771240
	Iteration 11Q: 3 clusters Score -462804.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -462851.468750 Penalty: 2749.771240
	Iteration 12Q: 3 clusters Score -462851.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -462874.937500 Penalty: 2749.771240
	Iteration 13Q: 3 clusters Score -462874.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -462881.656250 Penalty: 2749.771240
	Iteration 14Q: 3 clusters Score -462881.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -462885.750000 Penalty: 2749.771240
	Iteration 15Q: 3 clusters Score -462885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -462888.656250 Penalty: 2749.771240
	Iteration 16Q: 3 clusters Score -462888.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -462890.031250 Penalty: 2749.771240
	Iteration 17Q: 3 clusters Score -462890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -462889.750000 Penalty: 2749.771240
	Iteration 18Q: 3 clusters Score -462889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -462890.187500 Penalty: 2749.771240
	Iteration 19Q: 3 clusters Score -462890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -462890.468750 Penalty: 2749.771240
	Iteration 20F: 3 clusters Score -462890.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -177724.625000 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -177724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -175574.828125 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -175574.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -176303.156250 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -176303.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -176653.765625 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -176653.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -176879.421875 Penalty: 2498.748047
	Iteration 3F: 3 clusters Score -176879.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -177008.593750 Penalty: 2498.748047
	Iteration 4F: 3 clusters Score -177008.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -177078.796875 Penalty: 2498.748047
	Iteration 5Q: 3 clusters Score -177078.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -177138.843750 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -177138.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -177204.828125 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -177204.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -177268.250000 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -177268.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -177310.796875 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -177310.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -177340.203125 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -177340.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -177366.250000 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -177366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -177384.828125 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -177384.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -177402.265625 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -177402.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -177411.312500 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -177411.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -177419.375000 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -177419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177425.593750 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -177425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -177429.687500 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -177429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -177432.968750 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -177433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -177434.859375 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -177434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -177435.562500 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -177435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Entering Unmasked Estep 
Score: -4761775.500000 Penalty: 1744.537231
	Iteration 0F: 2 clusters Score -4761776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4730928.000000 Penalty: 3489.074463
	Iteration 0F: 3 clusters Score -4730928 nChanged 21447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4742890.500000 Penalty: 3489.074463
	Iteration 1F: 3 clusters Score -4742890 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4743416.500000 Penalty: 3489.074463
	Iteration 2Q: 3 clusters Score -4743416 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4744187.500000 Penalty: 3489.074463
	Iteration 3Q: 3 clusters Score -4744188 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4745425.500000 Penalty: 3489.074463
	Iteration 4F: 3 clusters Score -4745426 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4747462.500000 Penalty: 3489.074463
	Iteration 5F: 3 clusters Score -4747462 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4750288.000000 Penalty: 3489.074463
	Iteration 6F: 3 clusters Score -4750288 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4753549.000000 Penalty: 3489.074463
	Iteration 7F: 3 clusters Score -4753549 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4756465.000000 Penalty: 3489.074463
	Iteration 8F: 3 clusters Score -4756465 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4758774.500000 Penalty: 3489.074463
	Iteration 9Q: 3 clusters Score -4758774 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4760002.000000 Penalty: 3489.074463
	Iteration 10Q: 3 clusters Score -4760002 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -4760429.500000 Penalty: 3489.074463
	Iteration 11Q: 3 clusters Score -4760430 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4760654.000000 Penalty: 3489.074463
	Iteration 12Q: 3 clusters Score -4760654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4760886.500000 Penalty: 3489.074463
	Iteration 13Q: 3 clusters Score -4760886 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4761045.000000 Penalty: 3489.074463
	Iteration 14Q: 3 clusters Score -4761045 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4761115.000000 Penalty: 3489.074463
	Iteration 15Q: 3 clusters Score -4761115 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4761168.000000 Penalty: 3489.074463
	Iteration 16Q: 3 clusters Score -4761168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4761182.500000 Penalty: 3489.074463
	Iteration 17Q: 3 clusters Score -4761182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4761190.500000 Penalty: 3489.074463
	Iteration 18Q: 3 clusters Score -4761190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4761196.000000 Penalty: 3489.074463
	Iteration 19Q: 3 clusters Score -4761196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4761193.500000 Penalty: 3489.074463
	Iteration 20F: 3 clusters Score -4761194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4761198.000000 Penalty: 3489.074463
	Iteration 21Q: 3 clusters Score -4761198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4761203.500000 Penalty: 3489.074463
	Iteration 22Q: 3 clusters Score -4761204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4761203.000000 Penalty: 3489.074463
	Iteration 23Q: 3 clusters Score -4761203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4761207.500000 Penalty: 3489.074463
	Iteration 24Q: 3 clusters Score -4761208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4761207.500000 Penalty: 3489.074463
	Iteration 25Q: 3 clusters Score -4761208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4761207.500000 Penalty: 3489.074463
	Iteration 26Q: 3 clusters Score -4761208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4761204.500000 Penalty: 3489.074463
	Iteration 27Q: 3 clusters Score -4761204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4761204.500000 Penalty: 3489.074463
	Iteration 28Q: 3 clusters Score -4761204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4761205.500000 Penalty: 3489.074463
	Iteration 29Q: 3 clusters Score -4761206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4761205.500000 Penalty: 3489.074463
	Iteration 30Q: 3 clusters Score -4761206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4761205.000000 Penalty: 3489.074463
	Iteration 31Q: 3 clusters Score -4761205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4761207.000000 Penalty: 3489.074463
	Iteration 32Q: 3 clusters Score -4761207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4761207.000000 Penalty: 3489.074463
	Iteration 33F: 3 clusters Score -4761207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Entering Unmasked Estep 
Score: -8070354.000000 Penalty: 1827.024414
	Iteration 0F: 2 clusters Score -8070354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -8019173.500000 Penalty: 3654.048828
	Iteration 0F: 3 clusters Score -8019174 nChanged 36266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -8040248.500000 Penalty: 3654.048828
	Iteration 1F: 3 clusters Score -8040248 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8040989.500000 Penalty: 3654.048828
	Iteration 2Q: 3 clusters Score -8040990 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -8042023.500000 Penalty: 3654.048828
	Iteration 3Q: 3 clusters Score -8042024 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -8043545.500000 Penalty: 3654.048828
	Iteration 4Q: 3 clusters Score -8043546 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -8045784.500000 Penalty: 3654.048828
	Iteration 5F: 3 clusters Score -8045784 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -8048968.500000 Penalty: 3654.048828
	Iteration 6F: 3 clusters Score -8048968 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -8052902.000000 Penalty: 3654.048828
	Iteration 7F: 3 clusters Score -8052902 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -8056836.000000 Penalty: 3654.048828
	Iteration 8F: 3 clusters Score -8056836 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -8060269.000000 Penalty: 3654.048828
	Iteration 9F: 3 clusters Score -8060269 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8063460.500000 Penalty: 3654.048828
	Iteration 10Q: 3 clusters Score -8063460 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -8065862.500000 Penalty: 3654.048828
	Iteration 11Q: 3 clusters Score -8065862 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8066984.500000 Penalty: 3654.048828
	Iteration 12Q: 3 clusters Score -8066984 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -8067598.000000 Penalty: 3654.048828
	Iteration 13Q: 3 clusters Score -8067598 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8068010.500000 Penalty: 3654.048828
	Iteration 14Q: 3 clusters Score -8068010 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -8068300.500000 Penalty: 3654.048828
	Iteration 15Q: 3 clusters Score -8068300 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -8068462.000000 Penalty: 3654.048828
	Iteration 16Q: 3 clusters Score -8068462 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8068589.000000 Penalty: 3654.048828
	Iteration 17Q: 3 clusters Score -8068589 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8068680.500000 Penalty: 3654.048828
	Iteration 18Q: 3 clusters Score -8068680 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -8068801.500000 Penalty: 3654.048828
	Iteration 19Q: 3 clusters Score -8068802 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8068868.000000 Penalty: 3654.048828
	Iteration 20F: 3 clusters Score -8068868 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8068943.000000 Penalty: 3654.048828
	Iteration 21Q: 3 clusters Score -8068943 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -8068995.000000 Penalty: 3654.048828
	Iteration 22Q: 3 clusters Score -8068995 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -8069041.500000 Penalty: 3654.048828
	Iteration 23Q: 3 clusters Score -8069042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -8069085.500000 Penalty: 3654.048828
	Iteration 24Q: 3 clusters Score -8069086 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8069098.500000 Penalty: 3654.048828
	Iteration 25Q: 3 clusters Score -8069098 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8069120.000000 Penalty: 3654.048828
	Iteration 26Q: 3 clusters Score -8069120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8069147.500000 Penalty: 3654.048828
	Iteration 27Q: 3 clusters Score -8069148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8069165.500000 Penalty: 3654.048828
	Iteration 28Q: 3 clusters Score -8069166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8069191.500000 Penalty: 3654.048828
	Iteration 29Q: 3 clusters Score -8069192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8069191.000000 Penalty: 3654.048828
	Iteration 30Q: 3 clusters Score -8069191 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8069210.500000 Penalty: 3654.048828
	Iteration 31Q: 3 clusters Score -8069210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8069202.000000 Penalty: 3654.048828
	Iteration 32Q: 3 clusters Score -8069202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8069212.000000 Penalty: 3654.048828
	Iteration 33Q: 3 clusters Score -8069212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8069206.500000 Penalty: 3654.048828
	Iteration 34Q: 3 clusters Score -8069206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8069205.000000 Penalty: 3654.048828
	Iteration 35Q: 3 clusters Score -8069205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8069226.500000 Penalty: 3654.048828
	Iteration 36Q: 3 clusters Score -8069226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8069228.500000 Penalty: 3654.048828
	Iteration 37Q: 3 clusters Score -8069228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8069232.000000 Penalty: 3654.048828
	Iteration 38Q: 3 clusters Score -8069232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8069239.500000 Penalty: 3654.048828
	Iteration 39Q: 3 clusters Score -8069240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8069234.000000 Penalty: 3654.048828
	Iteration 40F: 3 clusters Score -8069234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8069228.500000 Penalty: 3654.048828
	Iteration 41Q: 3 clusters Score -8069228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8069239.000000 Penalty: 3654.048828
	Iteration 42Q: 3 clusters Score -8069239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8069251.000000 Penalty: 3654.048828
	Iteration 43Q: 3 clusters Score -8069251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8069264.500000 Penalty: 3654.048828
	Iteration 44Q: 3 clusters Score -8069264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8069263.500000 Penalty: 3654.048828
	Iteration 45Q: 3 clusters Score -8069264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8069263.500000 Penalty: 3654.048828
	Iteration 46Q: 3 clusters Score -8069264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8069269.000000 Penalty: 3654.048828
	Iteration 47Q: 3 clusters Score -8069269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8069264.000000 Penalty: 3654.048828
	Iteration 48Q: 3 clusters Score -8069264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8069262.000000 Penalty: 3654.048828
	Iteration 49Q: 3 clusters Score -8069262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8069278.000000 Penalty: 3654.048828
	Iteration 50Q: 3 clusters Score -8069278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8069290.500000 Penalty: 3654.048828
	Iteration 51Q: 3 clusters Score -8069290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8069286.000000 Penalty: 3654.048828
	Iteration 52Q: 3 clusters Score -8069286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8069288.000000 Penalty: 3654.048828
	Iteration 53Q: 3 clusters Score -8069288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8069290.000000 Penalty: 3654.048828
	Iteration 54Q: 3 clusters Score -8069290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8069287.500000 Penalty: 3654.048828
	Iteration 55Q: 3 clusters Score -8069288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8069287.000000 Penalty: 3654.048828
	Iteration 56Q: 3 clusters Score -8069287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8069288.000000 Penalty: 3654.048828
	Iteration 57Q: 3 clusters Score -8069288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8069289.500000 Penalty: 3654.048828
	Iteration 58Q: 3 clusters Score -8069290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8069289.500000 Penalty: 3654.048828
	Iteration 59F: 3 clusters Score -8069290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Entering Unmasked Estep 
Score: -2254661.000000 Penalty: 1624.538452
	Iteration 0F: 2 clusters Score -2254661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2239690.000000 Penalty: 3249.076904
	Iteration 0F: 3 clusters Score -2239690 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2245323.750000 Penalty: 3249.076904
	Iteration 1F: 3 clusters Score -2245324 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2245759.250000 Penalty: 3249.076904
	Iteration 2F: 3 clusters Score -2245759 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2246201.750000 Penalty: 3249.076904
	Iteration 3Q: 3 clusters Score -2246202 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2246745.750000 Penalty: 3249.076904
	Iteration 4Q: 3 clusters Score -2246746 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2247405.500000 Penalty: 3249.076904
	Iteration 5Q: 3 clusters Score -2247406 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2248249.500000 Penalty: 3249.076904
	Iteration 6F: 3 clusters Score -2248250 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2249236.500000 Penalty: 3249.076904
	Iteration 7F: 3 clusters Score -2249236 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2250171.000000 Penalty: 3249.076904
	Iteration 8F: 3 clusters Score -2250171 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2250903.000000 Penalty: 3249.076904
	Iteration 9Q: 3 clusters Score -2250903 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2251363.000000 Penalty: 3249.076904
	Iteration 10Q: 3 clusters Score -2251363 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2251657.250000 Penalty: 3249.076904
	Iteration 11Q: 3 clusters Score -2251657 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2251884.000000 Penalty: 3249.076904
	Iteration 12Q: 3 clusters Score -2251884 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2252072.500000 Penalty: 3249.076904
	Iteration 13Q: 3 clusters Score -2252072 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2252262.000000 Penalty: 3249.076904
	Iteration 14Q: 3 clusters Score -2252262 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2252464.750000 Penalty: 3249.076904
	Iteration 15Q: 3 clusters Score -2252465 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2252655.500000 Penalty: 3249.076904
	Iteration 16Q: 3 clusters Score -2252656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2252840.000000 Penalty: 3249.076904
	Iteration 17Q: 3 clusters Score -2252840 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2252987.500000 Penalty: 3249.076904
	Iteration 18Q: 3 clusters Score -2252988 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2253111.500000 Penalty: 3249.076904
	Iteration 19Q: 3 clusters Score -2253112 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2253200.250000 Penalty: 3249.076904
	Iteration 20F: 3 clusters Score -2253200 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2253275.250000 Penalty: 3249.076904
	Iteration 21Q: 3 clusters Score -2253275 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2253339.250000 Penalty: 3249.076904
	Iteration 22Q: 3 clusters Score -2253339 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2253383.250000 Penalty: 3249.076904
	Iteration 23Q: 3 clusters Score -2253383 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2253418.000000 Penalty: 3249.076904
	Iteration 24Q: 3 clusters Score -2253418 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2253451.000000 Penalty: 3249.076904
	Iteration 25Q: 3 clusters Score -2253451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2253457.750000 Penalty: 3249.076904
	Iteration 26Q: 3 clusters Score -2253458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2253470.000000 Penalty: 3249.076904
	Iteration 27Q: 3 clusters Score -2253470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2253482.000000 Penalty: 3249.076904
	Iteration 28Q: 3 clusters Score -2253482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2253483.750000 Penalty: 3249.076904
	Iteration 29Q: 3 clusters Score -2253484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2253496.000000 Penalty: 3249.076904
	Iteration 30Q: 3 clusters Score -2253496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2253499.000000 Penalty: 3249.076904
	Iteration 31Q: 3 clusters Score -2253499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2253506.000000 Penalty: 3249.076904
	Iteration 32Q: 3 clusters Score -2253506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2253509.250000 Penalty: 3249.076904
	Iteration 33Q: 3 clusters Score -2253509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2253507.000000 Penalty: 3249.076904
	Iteration 34Q: 3 clusters Score -2253507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2253511.750000 Penalty: 3249.076904
	Iteration 35Q: 3 clusters Score -2253512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2253511.250000 Penalty: 3249.076904
	Iteration 36Q: 3 clusters Score -2253511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2253511.250000 Penalty: 3249.076904
	Iteration 37Q: 3 clusters Score -2253511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2253510.500000 Penalty: 3249.076904
	Iteration 38Q: 3 clusters Score -2253510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2253510.500000 Penalty: 3249.076904
	Iteration 39F: 3 clusters Score -2253510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -109761.390625 Penalty: 1134.865845
	Iteration 0F: 2 clusters Score -109761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -108250.140625 Penalty: 2269.731689
	Iteration 0F: 3 clusters Score -108250.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108499.460938 Penalty: 2269.731689
	Iteration 1F: 3 clusters Score -108499.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108579.250000 Penalty: 2269.731689
	Iteration 2F: 3 clusters Score -108579.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108627.257812 Penalty: 2269.731689
	Iteration 3Q: 3 clusters Score -108627.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108661.109375 Penalty: 2269.731689
	Iteration 4Q: 3 clusters Score -108661.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -108681.156250 Penalty: 2269.731689
	Iteration 5Q: 3 clusters Score -108681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108688.554688 Penalty: 2269.731689
	Iteration 6Q: 3 clusters Score -108688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108692.664062 Penalty: 2269.731689
	Iteration 7Q: 3 clusters Score -108692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108698.976562 Penalty: 2269.731689
	Iteration 8Q: 3 clusters Score -108699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108702.953125 Penalty: 2269.731689
	Iteration 9Q: 3 clusters Score -108703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108704.046875 Penalty: 2269.731689
	Iteration 10Q: 3 clusters Score -108704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108704.992188 Penalty: 2269.731689
	Iteration 11Q: 3 clusters Score -108705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108707.046875 Penalty: 2269.731689
	Iteration 12Q: 3 clusters Score -108707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108707.046875 Penalty: 2269.731689
	Iteration 13F: 3 clusters Score -108707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -197229.968750 Penalty: 1235.065430
	Iteration 0F: 2 clusters Score -197230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -195151.734375 Penalty: 2470.130859
	Iteration 0F: 3 clusters Score -195151.7 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -195628.609375 Penalty: 2470.130859
	Iteration 1F: 3 clusters Score -195628.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -195755.375000 Penalty: 2470.130859
	Iteration 2F: 3 clusters Score -195755.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -195869.562500 Penalty: 2470.130859
	Iteration 3F: 3 clusters Score -195869.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -195981.093750 Penalty: 2470.130859
	Iteration 4F: 3 clusters Score -195981.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -196063.125000 Penalty: 2470.130859
	Iteration 5Q: 3 clusters Score -196063.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -196118.234375 Penalty: 2470.130859
	Iteration 6Q: 3 clusters Score -196118.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -196194.468750 Penalty: 2470.130859
	Iteration 7Q: 3 clusters Score -196194.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -196261.921875 Penalty: 2470.130859
	Iteration 8Q: 3 clusters Score -196261.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -196313.203125 Penalty: 2470.130859
	Iteration 9Q: 3 clusters Score -196313.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -196359.625000 Penalty: 2470.130859
	Iteration 10Q: 3 clusters Score -196359.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -196394.140625 Penalty: 2470.130859
	Iteration 11Q: 3 clusters Score -196394.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -196413.515625 Penalty: 2470.130859
	Iteration 12Q: 3 clusters Score -196413.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -196426.796875 Penalty: 2470.130859
	Iteration 13Q: 3 clusters Score -196426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -196432.812500 Penalty: 2470.130859
	Iteration 14Q: 3 clusters Score -196432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -196434.734375 Penalty: 2470.130859
	Iteration 15Q: 3 clusters Score -196434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -196434.734375 Penalty: 2470.130859
	Iteration 16F: 3 clusters Score -196434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Entering Unmasked Estep 
Score: -1117814.625000 Penalty: 1511.383301
	Iteration 0F: 2 clusters Score -1117815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1110058.375000 Penalty: 3022.766602
	Iteration 0F: 3 clusters Score -1110058 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1112569.000000 Penalty: 3022.766602
	Iteration 1F: 3 clusters Score -1112569 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1112854.250000 Penalty: 3022.766602
	Iteration 2F: 3 clusters Score -1112854 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1113079.250000 Penalty: 3022.766602
	Iteration 3Q: 3 clusters Score -1113079 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1113297.500000 Penalty: 3022.766602
	Iteration 4Q: 3 clusters Score -1113298 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1113540.375000 Penalty: 3022.766602
	Iteration 5Q: 3 clusters Score -1113540 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1113862.000000 Penalty: 3022.766602
	Iteration 6F: 3 clusters Score -1113862 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1114301.750000 Penalty: 3022.766602
	Iteration 7F: 3 clusters Score -1114302 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1114798.875000 Penalty: 3022.766602
	Iteration 8F: 3 clusters Score -1114799 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1115343.625000 Penalty: 3022.766602
	Iteration 9F: 3 clusters Score -1115344 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1115779.375000 Penalty: 3022.766602
	Iteration 10Q: 3 clusters Score -1115779 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1116079.375000 Penalty: 3022.766602
	Iteration 11Q: 3 clusters Score -1116079 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1116285.875000 Penalty: 3022.766602
	Iteration 12Q: 3 clusters Score -1116286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1116392.375000 Penalty: 3022.766602
	Iteration 13Q: 3 clusters Score -1116392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1116443.750000 Penalty: 3022.766602
	Iteration 14Q: 3 clusters Score -1116444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1116487.250000 Penalty: 3022.766602
	Iteration 15Q: 3 clusters Score -1116487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1116512.625000 Penalty: 3022.766602
	Iteration 16Q: 3 clusters Score -1116513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1116526.125000 Penalty: 3022.766602
	Iteration 17Q: 3 clusters Score -1116526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1116531.125000 Penalty: 3022.766602
	Iteration 18Q: 3 clusters Score -1116531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1116532.500000 Penalty: 3022.766602
	Iteration 19Q: 3 clusters Score -1116532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1116535.875000 Penalty: 3022.766602
	Iteration 20F: 3 clusters Score -1116536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1116538.750000 Penalty: 3022.766602
	Iteration 21Q: 3 clusters Score -1116539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1116542.250000 Penalty: 3022.766602
	Iteration 22Q: 3 clusters Score -1116542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1116543.375000 Penalty: 3022.766602
	Iteration 23Q: 3 clusters Score -1116543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1116543.375000 Penalty: 3022.766602
	Iteration 24Q: 3 clusters Score -1116543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1116543.375000 Penalty: 3022.766602
	Iteration 25F: 3 clusters Score -1116543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -810421.562500 Penalty: 1458.560425
	Iteration 0F: 2 clusters Score -810421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -804571.812500 Penalty: 2917.120850
	Iteration 0F: 3 clusters Score -804571.8 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -806444.812500 Penalty: 2917.120850
	Iteration 1F: 3 clusters Score -806444.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -806665.500000 Penalty: 2917.120850
	Iteration 2F: 3 clusters Score -806665.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -806845.750000 Penalty: 2917.120850
	Iteration 3Q: 3 clusters Score -806845.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -807018.125000 Penalty: 2917.120850
	Iteration 4Q: 3 clusters Score -807018.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -807186.437500 Penalty: 2917.120850
	Iteration 5Q: 3 clusters Score -807186.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -807362.125000 Penalty: 2917.120850
	Iteration 6Q: 3 clusters Score -807362.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -807564.062500 Penalty: 2917.120850
	Iteration 7Q: 3 clusters Score -807564.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -807787.687500 Penalty: 2917.120850
	Iteration 8Q: 3 clusters Score -807787.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -808047.250000 Penalty: 2917.120850
	Iteration 9Q: 3 clusters Score -808047.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -808347.562500 Penalty: 2917.120850
	Iteration 10F: 3 clusters Score -808347.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -808667.562500 Penalty: 2917.120850
	Iteration 11Q: 3 clusters Score -808667.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -808929.812500 Penalty: 2917.120850
	Iteration 12Q: 3 clusters Score -808929.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -809129.875000 Penalty: 2917.120850
	Iteration 13Q: 3 clusters Score -809129.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -809256.937500 Penalty: 2917.120850
	Iteration 14Q: 3 clusters Score -809256.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -809314.437500 Penalty: 2917.120850
	Iteration 15Q: 3 clusters Score -809314.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -809336.250000 Penalty: 2917.120850
	Iteration 16Q: 3 clusters Score -809336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -809352.250000 Penalty: 2917.120850
	Iteration 17Q: 3 clusters Score -809352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -809366.562500 Penalty: 2917.120850
	Iteration 18Q: 3 clusters Score -809366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -809376.062500 Penalty: 2917.120850
	Iteration 19Q: 3 clusters Score -809376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -809379.000000 Penalty: 2917.120850
	Iteration 20F: 3 clusters Score -809379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -809382.187500 Penalty: 2917.120850
	Iteration 21Q: 3 clusters Score -809382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -809384.187500 Penalty: 2917.120850
	Iteration 22Q: 3 clusters Score -809384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -809384.187500 Penalty: 2917.120850
	Iteration 23F: 3 clusters Score -809384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Entering Unmasked Estep 
Score: -780989.375000 Penalty: 1452.532715
	Iteration 0F: 2 clusters Score -780989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -775332.500000 Penalty: 2905.065430
	Iteration 0F: 3 clusters Score -775332.5 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -777029.875000 Penalty: 2905.065430
	Iteration 1F: 3 clusters Score -777029.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -777367.750000 Penalty: 2905.065430
	Iteration 2F: 3 clusters Score -777367.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -777654.687500 Penalty: 2905.065430
	Iteration 3F: 3 clusters Score -777654.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -777894.250000 Penalty: 2905.065430
	Iteration 4F: 3 clusters Score -777894.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -778132.187500 Penalty: 2905.065430
	Iteration 5F: 3 clusters Score -778132.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -778408.625000 Penalty: 2905.065430
	Iteration 6F: 3 clusters Score -778408.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -778639.937500 Penalty: 2905.065430
	Iteration 7Q: 3 clusters Score -778639.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -778866.187500 Penalty: 2905.065430
	Iteration 8Q: 3 clusters Score -778866.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -779071.250000 Penalty: 2905.065430
	Iteration 9Q: 3 clusters Score -779071.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -779267.437500 Penalty: 2905.065430
	Iteration 10Q: 3 clusters Score -779267.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -779462.000000 Penalty: 2905.065430
	Iteration 11Q: 3 clusters Score -779462 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -779632.750000 Penalty: 2905.065430
	Iteration 12Q: 3 clusters Score -779632.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -779764.375000 Penalty: 2905.065430
	Iteration 13Q: 3 clusters Score -779764.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -779856.750000 Penalty: 2905.065430
	Iteration 14Q: 3 clusters Score -779856.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -779909.687500 Penalty: 2905.065430
	Iteration 15Q: 3 clusters Score -779909.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -779953.437500 Penalty: 2905.065430
	Iteration 16Q: 3 clusters Score -779953.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -779992.687500 Penalty: 2905.065430
	Iteration 17Q: 3 clusters Score -779992.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -780029.625000 Penalty: 2905.065430
	Iteration 18Q: 3 clusters Score -780029.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -780062.750000 Penalty: 2905.065430
	Iteration 19Q: 3 clusters Score -780062.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -780088.562500 Penalty: 2905.065430
	Iteration 20F: 3 clusters Score -780088.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -780102.062500 Penalty: 2905.065430
	Iteration 21Q: 3 clusters Score -780102.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -780118.625000 Penalty: 2905.065430
	Iteration 22Q: 3 clusters Score -780118.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -780131.187500 Penalty: 2905.065430
	Iteration 23Q: 3 clusters Score -780131.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -780141.500000 Penalty: 2905.065430
	Iteration 24Q: 3 clusters Score -780141.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -780145.937500 Penalty: 2905.065430
	Iteration 25Q: 3 clusters Score -780145.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -780152.562500 Penalty: 2905.065430
	Iteration 26Q: 3 clusters Score -780152.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -780157.875000 Penalty: 2905.065430
	Iteration 27Q: 3 clusters Score -780157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -780160.937500 Penalty: 2905.065430
	Iteration 28Q: 3 clusters Score -780160.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -780164.562500 Penalty: 2905.065430
	Iteration 29Q: 3 clusters Score -780164.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -780167.062500 Penalty: 2905.065430
	Iteration 30Q: 3 clusters Score -780167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -780166.750000 Penalty: 2905.065430
	Iteration 31Q: 3 clusters Score -780166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -780170.312500 Penalty: 2905.065430
	Iteration 32Q: 3 clusters Score -780170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -780170.875000 Penalty: 2905.065430
	Iteration 33Q: 3 clusters Score -780170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -780173.687500 Penalty: 2905.065430
	Iteration 34Q: 3 clusters Score -780173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -780175.312500 Penalty: 2905.065430
	Iteration 35Q: 3 clusters Score -780175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -780175.062500 Penalty: 2905.065430
	Iteration 36Q: 3 clusters Score -780175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -780176.250000 Penalty: 2905.065430
	Iteration 37Q: 3 clusters Score -780176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -780178.062500 Penalty: 2905.065430
	Iteration 38Q: 3 clusters Score -780178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -780180.125000 Penalty: 2905.065430
	Iteration 39Q: 3 clusters Score -780180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -780179.625000 Penalty: 2905.065430
	Iteration 40F: 3 clusters Score -780179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -780178.937500 Penalty: 2905.065430
	Iteration 41Q: 3 clusters Score -780178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -780178.750000 Penalty: 2905.065430
	Iteration 42Q: 3 clusters Score -780178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -780179.562500 Penalty: 2905.065430
	Iteration 43Q: 3 clusters Score -780179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -780180.750000 Penalty: 2905.065430
	Iteration 44Q: 3 clusters Score -780180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -780180.250000 Penalty: 2905.065430
	Iteration 45Q: 3 clusters Score -780180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -780180.625000 Penalty: 2905.065430
	Iteration 46Q: 3 clusters Score -780180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -780180.750000 Penalty: 2905.065430
	Iteration 47Q: 3 clusters Score -780180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -780182.125000 Penalty: 2905.065430
	Iteration 48Q: 3 clusters Score -780182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -780182.500000 Penalty: 2905.065430
	Iteration 49Q: 3 clusters Score -780182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -780183.250000 Penalty: 2905.065430
	Iteration 50Q: 3 clusters Score -780183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -780181.625000 Penalty: 2905.065430
	Iteration 51Q: 3 clusters Score -780181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -780182.062500 Penalty: 2905.065430
	Iteration 52Q: 3 clusters Score -780182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -780183.062500 Penalty: 2905.065430
	Iteration 53Q: 3 clusters Score -780183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -780182.062500 Penalty: 2905.065430
	Iteration 54Q: 3 clusters Score -780182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -780182.062500 Penalty: 2905.065430
	Iteration 55F: 3 clusters Score -780182.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Entering Unmasked Estep 
Score: -1008087.250000 Penalty: 1495.325928
	Iteration 0F: 2 clusters Score -1008087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1001036.875000 Penalty: 2990.651855
	Iteration 0F: 3 clusters Score -1001037 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1003402.187500 Penalty: 2990.651855
	Iteration 1F: 3 clusters Score -1003402 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1003650.750000 Penalty: 2990.651855
	Iteration 2F: 3 clusters Score -1003651 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1003825.437500 Penalty: 2990.651855
	Iteration 3Q: 3 clusters Score -1003825 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1003967.875000 Penalty: 2990.651855
	Iteration 4Q: 3 clusters Score -1003968 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1004085.875000 Penalty: 2990.651855
	Iteration 5Q: 3 clusters Score -1004086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1004217.250000 Penalty: 2990.651855
	Iteration 6Q: 3 clusters Score -1004217 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1004371.437500 Penalty: 2990.651855
	Iteration 7Q: 3 clusters Score -1004371 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1004572.750000 Penalty: 2990.651855
	Iteration 8Q: 3 clusters Score -1004573 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1004801.312500 Penalty: 2990.651855
	Iteration 9Q: 3 clusters Score -1004801 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1005075.875000 Penalty: 2990.651855
	Iteration 10Q: 3 clusters Score -1005076 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1005355.625000 Penalty: 2990.651855
	Iteration 11Q: 3 clusters Score -1005356 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1005635.875000 Penalty: 2990.651855
	Iteration 12Q: 3 clusters Score -1005636 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1005888.062500 Penalty: 2990.651855
	Iteration 13Q: 3 clusters Score -1005888 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1006135.062500 Penalty: 2990.651855
	Iteration 14Q: 3 clusters Score -1006135 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1006311.625000 Penalty: 2990.651855
	Iteration 15Q: 3 clusters Score -1006312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1006454.625000 Penalty: 2990.651855
	Iteration 16Q: 3 clusters Score -1006455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1006545.625000 Penalty: 2990.651855
	Iteration 17Q: 3 clusters Score -1006546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1006604.375000 Penalty: 2990.651855
	Iteration 18Q: 3 clusters Score -1006604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1006641.500000 Penalty: 2990.651855
	Iteration 19Q: 3 clusters Score -1006642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1006670.937500 Penalty: 2990.651855
	Iteration 20F: 3 clusters Score -1006671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1006688.125000 Penalty: 2990.651855
	Iteration 21Q: 3 clusters Score -1006688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1006703.125000 Penalty: 2990.651855
	Iteration 22Q: 3 clusters Score -1006703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1006714.437500 Penalty: 2990.651855
	Iteration 23Q: 3 clusters Score -1006714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1006726.562500 Penalty: 2990.651855
	Iteration 24Q: 3 clusters Score -1006727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1006735.437500 Penalty: 2990.651855
	Iteration 25Q: 3 clusters Score -1006735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1006747.875000 Penalty: 2990.651855
	Iteration 26Q: 3 clusters Score -1006748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1006752.562500 Penalty: 2990.651855
	Iteration 27Q: 3 clusters Score -1006753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1006752.562500 Penalty: 2990.651855
	Iteration 28F: 3 clusters Score -1006753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -159339.468750 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -159339.5 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 825 members 
Entering Unmasked Estep 
Score: -157478.859375 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -157478.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -157935.109375 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -157935.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -158147.875000 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -158147.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -158343.765625 Penalty: 2407.575439
	Iteration 3F: 3 clusters Score -158343.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -158537.390625 Penalty: 2407.575439
	Iteration 4F: 3 clusters Score -158537.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -158655.843750 Penalty: 2407.575439
	Iteration 5F: 3 clusters Score -158655.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -158728.046875 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -158728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -158768.343750 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -158768.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -158798.812500 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -158798.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158822.812500 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -158822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158834.078125 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -158834.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158844.109375 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -158844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -158852.015625 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -158852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158858.031250 Penalty: 2407.575439
	Iteration 13Q: 3 clusters Score -158858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158862.843750 Penalty: 2407.575439
	Iteration 14Q: 3 clusters Score -158862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158870.968750 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -158871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158875.828125 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -158875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158879.203125 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -158879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158883.125000 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -158883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -158886.406250 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -158886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -158887.765625 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -158887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158889.703125 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -158889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158889.593750 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -158889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158889.593750 Penalty: 2407.575439
	Iteration 23F: 3 clusters Score -158889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Entering Unmasked Estep 
Score: -1522048.625000 Penalty: 1565.254395
	Iteration 0F: 2 clusters Score -1522049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1511573.000000 Penalty: 3130.508789
	Iteration 0F: 3 clusters Score -1511573 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1515225.875000 Penalty: 3130.508789
	Iteration 1F: 3 clusters Score -1515226 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1515543.250000 Penalty: 3130.508789
	Iteration 2F: 3 clusters Score -1515543 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1515820.625000 Penalty: 3130.508789
	Iteration 3Q: 3 clusters Score -1515821 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1516104.625000 Penalty: 3130.508789
	Iteration 4Q: 3 clusters Score -1516105 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1516424.125000 Penalty: 3130.508789
	Iteration 5Q: 3 clusters Score -1516424 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1516820.000000 Penalty: 3130.508789
	Iteration 6Q: 3 clusters Score -1516820 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1517299.750000 Penalty: 3130.508789
	Iteration 7Q: 3 clusters Score -1517300 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1517788.500000 Penalty: 3130.508789
	Iteration 8F: 3 clusters Score -1517788 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1518287.125000 Penalty: 3130.508789
	Iteration 9Q: 3 clusters Score -1518287 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1518822.500000 Penalty: 3130.508789
	Iteration 10Q: 3 clusters Score -1518822 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1519249.375000 Penalty: 3130.508789
	Iteration 11Q: 3 clusters Score -1519249 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1519598.750000 Penalty: 3130.508789
	Iteration 12Q: 3 clusters Score -1519599 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1519942.250000 Penalty: 3130.508789
	Iteration 13Q: 3 clusters Score -1519942 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1520236.125000 Penalty: 3130.508789
	Iteration 14Q: 3 clusters Score -1520236 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1520468.500000 Penalty: 3130.508789
	Iteration 15Q: 3 clusters Score -1520468 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1520675.375000 Penalty: 3130.508789
	Iteration 16Q: 3 clusters Score -1520675 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1520893.750000 Penalty: 3130.508789
	Iteration 17Q: 3 clusters Score -1520894 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1521118.750000 Penalty: 3130.508789
	Iteration 18Q: 3 clusters Score -1521119 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1521360.500000 Penalty: 3130.508789
	Iteration 19Q: 3 clusters Score -1521360 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1521624.625000 Penalty: 3130.508789
	Iteration 20F: 3 clusters Score -1521625 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1521806.875000 Penalty: 3130.508789
	Iteration 21Q: 3 clusters Score -1521807 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1521887.250000 Penalty: 3130.508789
	Iteration 22Q: 3 clusters Score -1521887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1521934.500000 Penalty: 3130.508789
	Iteration 23Q: 3 clusters Score -1521934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1521956.625000 Penalty: 3130.508789
	Iteration 24Q: 3 clusters Score -1521957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1521971.000000 Penalty: 3130.508789
	Iteration 25Q: 3 clusters Score -1521971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1521971.375000 Penalty: 3130.508789
	Iteration 26Q: 3 clusters Score -1521971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1521973.250000 Penalty: 3130.508789
	Iteration 27Q: 3 clusters Score -1521973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1521972.125000 Penalty: 3130.508789
	Iteration 28Q: 3 clusters Score -1521972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1521974.750000 Penalty: 3130.508789
	Iteration 29Q: 3 clusters Score -1521975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1521975.250000 Penalty: 3130.508789
	Iteration 30Q: 3 clusters Score -1521975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1521975.250000 Penalty: 3130.508789
	Iteration 31Q: 3 clusters Score -1521975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1521976.750000 Penalty: 3130.508789
	Iteration 32Q: 3 clusters Score -1521977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1521976.625000 Penalty: 3130.508789
	Iteration 33Q: 3 clusters Score -1521977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1521976.625000 Penalty: 3130.508789
	Iteration 34F: 3 clusters Score -1521977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Entering Unmasked Estep 
Score: -2672584.250000 Penalty: 1650.279785
	Iteration 0F: 2 clusters Score -2672584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2655140.250000 Penalty: 3300.559570
	Iteration 0F: 3 clusters Score -2655140 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2661565.250000 Penalty: 3300.559570
	Iteration 1F: 3 clusters Score -2661565 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2661999.500000 Penalty: 3300.559570
	Iteration 2Q: 3 clusters Score -2662000 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2662521.250000 Penalty: 3300.559570
	Iteration 3Q: 3 clusters Score -2662521 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2663293.000000 Penalty: 3300.559570
	Iteration 4F: 3 clusters Score -2663293 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2664441.250000 Penalty: 3300.559570
	Iteration 5F: 3 clusters Score -2664441 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2666135.000000 Penalty: 3300.559570
	Iteration 6F: 3 clusters Score -2666135 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2668017.000000 Penalty: 3300.559570
	Iteration 7F: 3 clusters Score -2668017 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2669543.750000 Penalty: 3300.559570
	Iteration 8F: 3 clusters Score -2669544 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2670398.500000 Penalty: 3300.559570
	Iteration 9Q: 3 clusters Score -2670398 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2670834.500000 Penalty: 3300.559570
	Iteration 10Q: 3 clusters Score -2670834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2671082.500000 Penalty: 3300.559570
	Iteration 11Q: 3 clusters Score -2671082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2671241.750000 Penalty: 3300.559570
	Iteration 12Q: 3 clusters Score -2671242 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2671327.750000 Penalty: 3300.559570
	Iteration 13Q: 3 clusters Score -2671328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2671377.250000 Penalty: 3300.559570
	Iteration 14Q: 3 clusters Score -2671377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2671403.000000 Penalty: 3300.559570
	Iteration 15Q: 3 clusters Score -2671403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2671418.500000 Penalty: 3300.559570
	Iteration 16Q: 3 clusters Score -2671418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2671426.500000 Penalty: 3300.559570
	Iteration 17Q: 3 clusters Score -2671426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2671432.000000 Penalty: 3300.559570
	Iteration 18Q: 3 clusters Score -2671432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2671436.500000 Penalty: 3300.559570
	Iteration 19Q: 3 clusters Score -2671436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2671442.750000 Penalty: 3300.559570
	Iteration 20F: 3 clusters Score -2671443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2671443.750000 Penalty: 3300.559570
	Iteration 21Q: 3 clusters Score -2671444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2671450.500000 Penalty: 3300.559570
	Iteration 22Q: 3 clusters Score -2671450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2671452.000000 Penalty: 3300.559570
	Iteration 23Q: 3 clusters Score -2671452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2671458.500000 Penalty: 3300.559570
	Iteration 24Q: 3 clusters Score -2671458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2671463.500000 Penalty: 3300.559570
	Iteration 25Q: 3 clusters Score -2671464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2671463.000000 Penalty: 3300.559570
	Iteration 26Q: 3 clusters Score -2671463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2671463.750000 Penalty: 3300.559570
	Iteration 27Q: 3 clusters Score -2671464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2671465.250000 Penalty: 3300.559570
	Iteration 28Q: 3 clusters Score -2671465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2671464.500000 Penalty: 3300.559570
	Iteration 29Q: 3 clusters Score -2671464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2671466.500000 Penalty: 3300.559570
	Iteration 30Q: 3 clusters Score -2671466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2671468.750000 Penalty: 3300.559570
	Iteration 31Q: 3 clusters Score -2671469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2671468.500000 Penalty: 3300.559570
	Iteration 32Q: 3 clusters Score -2671468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2671470.750000 Penalty: 3300.559570
	Iteration 33Q: 3 clusters Score -2671471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2671471.000000 Penalty: 3300.559570
	Iteration 34Q: 3 clusters Score -2671471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2671471.000000 Penalty: 3300.559570
	Iteration 35F: 3 clusters Score -2671471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Entering Unmasked Estep 
Score: -1015708.062500 Penalty: 1496.647827
	Iteration 0F: 2 clusters Score -1015708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1008561.812500 Penalty: 2993.295654
	Iteration 0F: 3 clusters Score -1008562 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1010881.187500 Penalty: 2993.295654
	Iteration 1F: 3 clusters Score -1010881 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1011180.437500 Penalty: 2993.295654
	Iteration 2F: 3 clusters Score -1011180 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1011459.125000 Penalty: 2993.295654
	Iteration 3F: 3 clusters Score -1011459 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1011761.750000 Penalty: 2993.295654
	Iteration 4F: 3 clusters Score -1011762 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1012080.437500 Penalty: 2993.295654
	Iteration 5F: 3 clusters Score -1012080 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1012420.250000 Penalty: 2993.295654
	Iteration 6F: 3 clusters Score -1012420 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1012753.000000 Penalty: 2993.295654
	Iteration 7F: 3 clusters Score -1012753 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1013040.062500 Penalty: 2993.295654
	Iteration 8Q: 3 clusters Score -1013040 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1013291.812500 Penalty: 2993.295654
	Iteration 9Q: 3 clusters Score -1013292 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1013482.312500 Penalty: 2993.295654
	Iteration 10Q: 3 clusters Score -1013482 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1013631.750000 Penalty: 2993.295654
	Iteration 11Q: 3 clusters Score -1013632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1013730.062500 Penalty: 2993.295654
	Iteration 12Q: 3 clusters Score -1013730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1013797.625000 Penalty: 2993.295654
	Iteration 13Q: 3 clusters Score -1013798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1013836.937500 Penalty: 2993.295654
	Iteration 14Q: 3 clusters Score -1013837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1013873.187500 Penalty: 2993.295654
	Iteration 15Q: 3 clusters Score -1013873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1013903.437500 Penalty: 2993.295654
	Iteration 16Q: 3 clusters Score -1013903 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1013924.875000 Penalty: 2993.295654
	Iteration 17Q: 3 clusters Score -1013925 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1013957.375000 Penalty: 2993.295654
	Iteration 18Q: 3 clusters Score -1013957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1013990.750000 Penalty: 2993.295654
	Iteration 19Q: 3 clusters Score -1013991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1014025.312500 Penalty: 2993.295654
	Iteration 20F: 3 clusters Score -1014025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1014050.187500 Penalty: 2993.295654
	Iteration 21Q: 3 clusters Score -1014050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1014075.625000 Penalty: 2993.295654
	Iteration 22Q: 3 clusters Score -1014076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1014090.750000 Penalty: 2993.295654
	Iteration 23Q: 3 clusters Score -1014091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1014103.250000 Penalty: 2993.295654
	Iteration 24Q: 3 clusters Score -1014103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1014114.437500 Penalty: 2993.295654
	Iteration 25Q: 3 clusters Score -1014114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1014120.312500 Penalty: 2993.295654
	Iteration 26Q: 3 clusters Score -1014120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1014128.062500 Penalty: 2993.295654
	Iteration 27Q: 3 clusters Score -1014128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1014133.750000 Penalty: 2993.295654
	Iteration 28Q: 3 clusters Score -1014134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1014142.437500 Penalty: 2993.295654
	Iteration 29Q: 3 clusters Score -1014142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1014149.312500 Penalty: 2993.295654
	Iteration 30Q: 3 clusters Score -1014149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1014153.437500 Penalty: 2993.295654
	Iteration 31Q: 3 clusters Score -1014153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1014157.000000 Penalty: 2993.295654
	Iteration 32Q: 3 clusters Score -1014157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1014166.187500 Penalty: 2993.295654
	Iteration 33Q: 3 clusters Score -1014166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1014171.375000 Penalty: 2993.295654
	Iteration 34Q: 3 clusters Score -1014171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1014173.500000 Penalty: 2993.295654
	Iteration 35Q: 3 clusters Score -1014174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1014176.875000 Penalty: 2993.295654
	Iteration 36Q: 3 clusters Score -1014177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1014180.625000 Penalty: 2993.295654
	Iteration 37Q: 3 clusters Score -1014181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1014181.562500 Penalty: 2993.295654
	Iteration 38Q: 3 clusters Score -1014182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1014183.500000 Penalty: 2993.295654
	Iteration 39Q: 3 clusters Score -1014184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1014183.312500 Penalty: 2993.295654
	Iteration 40F: 3 clusters Score -1014183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1014185.187500 Penalty: 2993.295654
	Iteration 41Q: 3 clusters Score -1014185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1014188.812500 Penalty: 2993.295654
	Iteration 42Q: 3 clusters Score -1014189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1014190.250000 Penalty: 2993.295654
	Iteration 43Q: 3 clusters Score -1014190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1014190.812500 Penalty: 2993.295654
	Iteration 44Q: 3 clusters Score -1014191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1014195.812500 Penalty: 2993.295654
	Iteration 45Q: 3 clusters Score -1014196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1014196.312500 Penalty: 2993.295654
	Iteration 46Q: 3 clusters Score -1014196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1014197.187500 Penalty: 2993.295654
	Iteration 47Q: 3 clusters Score -1014197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1014200.875000 Penalty: 2993.295654
	Iteration 48Q: 3 clusters Score -1014201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1014203.500000 Penalty: 2993.295654
	Iteration 49Q: 3 clusters Score -1014204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1014205.250000 Penalty: 2993.295654
	Iteration 50Q: 3 clusters Score -1014205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1014205.250000 Penalty: 2993.295654
	Iteration 51Q: 3 clusters Score -1014205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1014206.500000 Penalty: 2993.295654
	Iteration 52Q: 3 clusters Score -1014206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1014206.125000 Penalty: 2993.295654
	Iteration 53Q: 3 clusters Score -1014206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1014206.625000 Penalty: 2993.295654
	Iteration 54Q: 3 clusters Score -1014207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1014206.625000 Penalty: 2993.295654
	Iteration 55F: 3 clusters Score -1014207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -235622.546875 Penalty: 1262.180420
	Iteration 0F: 2 clusters Score -235622.5 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 1184 members 
Entering Unmasked Estep 
Score: -233311.640625 Penalty: 2524.360840
	Iteration 0F: 3 clusters Score -233311.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -233788.343750 Penalty: 2524.360840
	Iteration 1F: 3 clusters Score -233788.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -233929.765625 Penalty: 2524.360840
	Iteration 2F: 3 clusters Score -233929.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234016.703125 Penalty: 2524.360840
	Iteration 3F: 3 clusters Score -234016.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -234092.687500 Penalty: 2524.360840
	Iteration 4Q: 3 clusters Score -234092.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -234145.968750 Penalty: 2524.360840
	Iteration 5Q: 3 clusters Score -234146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -234197.687500 Penalty: 2524.360840
	Iteration 6Q: 3 clusters Score -234197.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234241.015625 Penalty: 2524.360840
	Iteration 7Q: 3 clusters Score -234241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -234276.640625 Penalty: 2524.360840
	Iteration 8Q: 3 clusters Score -234276.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234309.093750 Penalty: 2524.360840
	Iteration 9Q: 3 clusters Score -234309.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -234333.734375 Penalty: 2524.360840
	Iteration 10Q: 3 clusters Score -234333.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -234358.687500 Penalty: 2524.360840
	Iteration 11Q: 3 clusters Score -234358.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234381.265625 Penalty: 2524.360840
	Iteration 12Q: 3 clusters Score -234381.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234404.328125 Penalty: 2524.360840
	Iteration 13Q: 3 clusters Score -234404.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234429.609375 Penalty: 2524.360840
	Iteration 14Q: 3 clusters Score -234429.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -234444.359375 Penalty: 2524.360840
	Iteration 15Q: 3 clusters Score -234444.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234457.718750 Penalty: 2524.360840
	Iteration 16Q: 3 clusters Score -234457.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -234464.859375 Penalty: 2524.360840
	Iteration 17Q: 3 clusters Score -234464.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234468.703125 Penalty: 2524.360840
	Iteration 18Q: 3 clusters Score -234468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -234470.953125 Penalty: 2524.360840
	Iteration 19Q: 3 clusters Score -234471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -234472.968750 Penalty: 2524.360840
	Iteration 20F: 3 clusters Score -234473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234477.296875 Penalty: 2524.360840
	Iteration 21Q: 3 clusters Score -234477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -234483.578125 Penalty: 2524.360840
	Iteration 22Q: 3 clusters Score -234483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234487.343750 Penalty: 2524.360840
	Iteration 23Q: 3 clusters Score -234487.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234490.593750 Penalty: 2524.360840
	Iteration 24Q: 3 clusters Score -234490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234491.906250 Penalty: 2524.360840
	Iteration 25Q: 3 clusters Score -234491.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -234494.578125 Penalty: 2524.360840
	Iteration 26Q: 3 clusters Score -234494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234495.953125 Penalty: 2524.360840
	Iteration 27Q: 3 clusters Score -234496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234496.875000 Penalty: 2524.360840
	Iteration 28Q: 3 clusters Score -234496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -234497.484375 Penalty: 2524.360840
	Iteration 29Q: 3 clusters Score -234497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -234497.796875 Penalty: 2524.360840
	Iteration 30Q: 3 clusters Score -234497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -234497.796875 Penalty: 2524.360840
	Iteration 31F: 3 clusters Score -234497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -219655.343750 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -219655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217434.781250 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -217434.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -218142.093750 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -218142.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218408.281250 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -218408.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -218600.250000 Penalty: 2507.270020
	Iteration 3F: 3 clusters Score -218600.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218743.109375 Penalty: 2507.270020
	Iteration 4F: 3 clusters Score -218743.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -218855.000000 Penalty: 2507.270020
	Iteration 5Q: 3 clusters Score -218855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -218940.125000 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -218940.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218993.109375 Penalty: 2507.270020
	Iteration 7Q: 3 clusters Score -218993.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219030.015625 Penalty: 2507.270020
	Iteration 8Q: 3 clusters Score -219030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219054.500000 Penalty: 2507.270020
	Iteration 9Q: 3 clusters Score -219054.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219065.859375 Penalty: 2507.270020
	Iteration 10Q: 3 clusters Score -219065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219076.656250 Penalty: 2507.270020
	Iteration 11Q: 3 clusters Score -219076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219084.515625 Penalty: 2507.270020
	Iteration 12Q: 3 clusters Score -219084.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219089.593750 Penalty: 2507.270020
	Iteration 13Q: 3 clusters Score -219089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219094.250000 Penalty: 2507.270020
	Iteration 14Q: 3 clusters Score -219094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219096.328125 Penalty: 2507.270020
	Iteration 15Q: 3 clusters Score -219096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -219096.328125 Penalty: 2507.270020
	Iteration 16F: 3 clusters Score -219096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -204085.062500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -204085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -201828.140625 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -201828.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -202373.234375 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -202373.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202530.343750 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -202530.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -202646.265625 Penalty: 2516.280762
	Iteration 3F: 3 clusters Score -202646.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -202732.265625 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -202732.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -202816.578125 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -202816.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -202912.296875 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -202912.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -202991.359375 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -202991.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -203057.421875 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -203057.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -203124.062500 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -203124.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -203193.218750 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -203193.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -203257.687500 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -203257.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -203296.453125 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -203296.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203317.375000 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -203317.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203334.062500 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -203334.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203349.109375 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -203349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -203359.203125 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -203359.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -203370.343750 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -203370.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -203376.625000 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -203376.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -203383.109375 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -203383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -203391.406250 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -203391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -203403.812500 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -203403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -203410.468750 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -203410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203414.062500 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -203414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -203418.453125 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -203418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203421.140625 Penalty: 2516.280762
	Iteration 25Q: 3 clusters Score -203421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203422.421875 Penalty: 2516.280762
	Iteration 26Q: 3 clusters Score -203422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -203424.421875 Penalty: 2516.280762
	Iteration 27Q: 3 clusters Score -203424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -203425.843750 Penalty: 2516.280762
	Iteration 28Q: 3 clusters Score -203425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -203426.406250 Penalty: 2516.280762
	Iteration 29Q: 3 clusters Score -203426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -203426.609375 Penalty: 2516.280762
	Iteration 30Q: 3 clusters Score -203426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -203426.609375 Penalty: 2516.280762
	Iteration 31F: 3 clusters Score -203426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (64719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Entering Unmasked Estep 
Score: -6636432.000000 Penalty: 1800.144165
	Iteration 0F: 2 clusters Score -6636432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -6593228.500000 Penalty: 3600.288330
	Iteration 0F: 3 clusters Score -6593228 nChanged 30492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -6611315.000000 Penalty: 3600.288330
	Iteration 1F: 3 clusters Score -6611315 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -6612665.500000 Penalty: 3600.288330
	Iteration 2F: 3 clusters Score -6612666 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -6614836.500000 Penalty: 3600.288330
	Iteration 3F: 3 clusters Score -6614836 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6617790.000000 Penalty: 3600.288330
	Iteration 4F: 3 clusters Score -6617790 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -6621618.000000 Penalty: 3600.288330
	Iteration 5F: 3 clusters Score -6621618 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -6625465.500000 Penalty: 3600.288330
	Iteration 6F: 3 clusters Score -6625466 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -6628706.000000 Penalty: 3600.288330
	Iteration 7F: 3 clusters Score -6628706 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -6631233.000000 Penalty: 3600.288330
	Iteration 8Q: 3 clusters Score -6631233 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -6632835.500000 Penalty: 3600.288330
	Iteration 9Q: 3 clusters Score -6632836 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -6633715.500000 Penalty: 3600.288330
	Iteration 10Q: 3 clusters Score -6633716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -6634219.000000 Penalty: 3600.288330
	Iteration 11Q: 3 clusters Score -6634219 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -6634460.000000 Penalty: 3600.288330
	Iteration 12Q: 3 clusters Score -6634460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -6634588.000000 Penalty: 3600.288330
	Iteration 13Q: 3 clusters Score -6634588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -6634675.000000 Penalty: 3600.288330
	Iteration 14Q: 3 clusters Score -6634675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -6634715.500000 Penalty: 3600.288330
	Iteration 15Q: 3 clusters Score -6634716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -6634742.000000 Penalty: 3600.288330
	Iteration 16Q: 3 clusters Score -6634742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -6634755.000000 Penalty: 3600.288330
	Iteration 17Q: 3 clusters Score -6634755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -6634782.000000 Penalty: 3600.288330
	Iteration 18Q: 3 clusters Score -6634782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -6634805.500000 Penalty: 3600.288330
	Iteration 19Q: 3 clusters Score -6634806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -6634823.500000 Penalty: 3600.288330
	Iteration 20F: 3 clusters Score -6634824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -6634829.000000 Penalty: 3600.288330
	Iteration 21Q: 3 clusters Score -6634829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -6634842.000000 Penalty: 3600.288330
	Iteration 22Q: 3 clusters Score -6634842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -6634856.000000 Penalty: 3600.288330
	Iteration 23Q: 3 clusters Score -6634856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -6634873.000000 Penalty: 3600.288330
	Iteration 24Q: 3 clusters Score -6634873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -6634892.500000 Penalty: 3600.288330
	Iteration 25Q: 3 clusters Score -6634892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -6634902.500000 Penalty: 3600.288330
	Iteration 26Q: 3 clusters Score -6634902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -6634911.000000 Penalty: 3600.288330
	Iteration 27Q: 3 clusters Score -6634911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -6634917.500000 Penalty: 3600.288330
	Iteration 28Q: 3 clusters Score -6634918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -6634930.500000 Penalty: 3600.288330
	Iteration 29Q: 3 clusters Score -6634930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -6634936.500000 Penalty: 3600.288330
	Iteration 30Q: 3 clusters Score -6634936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -6634943.500000 Penalty: 3600.288330
	Iteration 31Q: 3 clusters Score -6634944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -6634947.500000 Penalty: 3600.288330
	Iteration 32Q: 3 clusters Score -6634948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -6634955.000000 Penalty: 3600.288330
	Iteration 33Q: 3 clusters Score -6634955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -6634961.500000 Penalty: 3600.288330
	Iteration 34Q: 3 clusters Score -6634962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -6634970.000000 Penalty: 3600.288330
	Iteration 35Q: 3 clusters Score -6634970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -6634969.500000 Penalty: 3600.288330
	Iteration 36Q: 3 clusters Score -6634970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -6634971.500000 Penalty: 3600.288330
	Iteration 37Q: 3 clusters Score -6634972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -6634969.000000 Penalty: 3600.288330
	Iteration 38Q: 3 clusters Score -6634969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -6634971.500000 Penalty: 3600.288330
	Iteration 39Q: 3 clusters Score -6634972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -6634972.000000 Penalty: 3600.288330
	Iteration 40F: 3 clusters Score -6634972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -6634979.500000 Penalty: 3600.288330
	Iteration 41Q: 3 clusters Score -6634980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -6634983.500000 Penalty: 3600.288330
	Iteration 42Q: 3 clusters Score -6634984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -6634985.500000 Penalty: 3600.288330
	Iteration 43Q: 3 clusters Score -6634986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -6634981.500000 Penalty: 3600.288330
	Iteration 44Q: 3 clusters Score -6634982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -6634985.000000 Penalty: 3600.288330
	Iteration 45Q: 3 clusters Score -6634985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -6634988.000000 Penalty: 3600.288330
	Iteration 46Q: 3 clusters Score -6634988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -6635008.500000 Penalty: 3600.288330
	Iteration 47Q: 3 clusters Score -6635008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -6635017.000000 Penalty: 3600.288330
	Iteration 48Q: 3 clusters Score -6635017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -6635024.500000 Penalty: 3600.288330
	Iteration 49Q: 3 clusters Score -6635024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -6635035.000000 Penalty: 3600.288330
	Iteration 50Q: 3 clusters Score -6635035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6635047.500000 Penalty: 3600.288330
	Iteration 51Q: 3 clusters Score -6635048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -6635058.500000 Penalty: 3600.288330
	Iteration 52Q: 3 clusters Score -6635058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -6635070.500000 Penalty: 3600.288330
	Iteration 53Q: 3 clusters Score -6635070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -6635074.500000 Penalty: 3600.288330
	Iteration 54Q: 3 clusters Score -6635074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -6635074.500000 Penalty: 3600.288330
	Iteration 55Q: 3 clusters Score -6635074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -6635071.500000 Penalty: 3600.288330
	Iteration 56Q: 3 clusters Score -6635072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -6635069.500000 Penalty: 3600.288330
	Iteration 57Q: 3 clusters Score -6635070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -6635069.500000 Penalty: 3600.288330
	Iteration 58F: 3 clusters Score -6635070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Entering Unmasked Estep 
Score: -2016116.375000 Penalty: 1609.202881
	Iteration 0F: 2 clusters Score -2016116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2002435.250000 Penalty: 3218.405762
	Iteration 0F: 3 clusters Score -2002435 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2007465.250000 Penalty: 3218.405762
	Iteration 1F: 3 clusters Score -2007465 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2007871.625000 Penalty: 3218.405762
	Iteration 2F: 3 clusters Score -2007872 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2008370.750000 Penalty: 3218.405762
	Iteration 3F: 3 clusters Score -2008371 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2009028.750000 Penalty: 3218.405762
	Iteration 4F: 3 clusters Score -2009029 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2009868.250000 Penalty: 3218.405762
	Iteration 5F: 3 clusters Score -2009868 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2010816.875000 Penalty: 3218.405762
	Iteration 6F: 3 clusters Score -2010817 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2011831.375000 Penalty: 3218.405762
	Iteration 7F: 3 clusters Score -2011831 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2012783.375000 Penalty: 3218.405762
	Iteration 8F: 3 clusters Score -2012783 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2013588.000000 Penalty: 3218.405762
	Iteration 9F: 3 clusters Score -2013588 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2014217.125000 Penalty: 3218.405762
	Iteration 10Q: 3 clusters Score -2014217 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2014688.000000 Penalty: 3218.405762
	Iteration 11Q: 3 clusters Score -2014688 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2015040.375000 Penalty: 3218.405762
	Iteration 12Q: 3 clusters Score -2015040 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2015247.875000 Penalty: 3218.405762
	Iteration 13Q: 3 clusters Score -2015248 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2015358.000000 Penalty: 3218.405762
	Iteration 14Q: 3 clusters Score -2015358 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2015414.500000 Penalty: 3218.405762
	Iteration 15Q: 3 clusters Score -2015414 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2015473.000000 Penalty: 3218.405762
	Iteration 16Q: 3 clusters Score -2015473 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2015531.625000 Penalty: 3218.405762
	Iteration 17Q: 3 clusters Score -2015532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2015551.125000 Penalty: 3218.405762
	Iteration 18Q: 3 clusters Score -2015551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2015568.625000 Penalty: 3218.405762
	Iteration 19Q: 3 clusters Score -2015569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2015583.375000 Penalty: 3218.405762
	Iteration 20F: 3 clusters Score -2015583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2015593.625000 Penalty: 3218.405762
	Iteration 21Q: 3 clusters Score -2015594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2015602.625000 Penalty: 3218.405762
	Iteration 22Q: 3 clusters Score -2015603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2015609.250000 Penalty: 3218.405762
	Iteration 23Q: 3 clusters Score -2015609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2015618.750000 Penalty: 3218.405762
	Iteration 24Q: 3 clusters Score -2015619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2015619.750000 Penalty: 3218.405762
	Iteration 25Q: 3 clusters Score -2015620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2015621.625000 Penalty: 3218.405762
	Iteration 26Q: 3 clusters Score -2015622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2015627.250000 Penalty: 3218.405762
	Iteration 27Q: 3 clusters Score -2015627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2015625.500000 Penalty: 3218.405762
	Iteration 28Q: 3 clusters Score -2015626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2015625.000000 Penalty: 3218.405762
	Iteration 29Q: 3 clusters Score -2015625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2015626.750000 Penalty: 3218.405762
	Iteration 30Q: 3 clusters Score -2015627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2015626.500000 Penalty: 3218.405762
	Iteration 31Q: 3 clusters Score -2015626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2015628.750000 Penalty: 3218.405762
	Iteration 32Q: 3 clusters Score -2015629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2015628.750000 Penalty: 3218.405762
	Iteration 33F: 3 clusters Score -2015629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -813548.125000 Penalty: 1475.185547
	Iteration 0F: 2 clusters Score -813548.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -807204.437500 Penalty: 2950.371094
	Iteration 0F: 3 clusters Score -807204.4 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -809292.687500 Penalty: 2950.371094
	Iteration 1F: 3 clusters Score -809292.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -809643.187500 Penalty: 2950.371094
	Iteration 2F: 3 clusters Score -809643.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -810014.625000 Penalty: 2950.371094
	Iteration 3F: 3 clusters Score -810014.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -810357.312500 Penalty: 2950.371094
	Iteration 4F: 3 clusters Score -810357.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -810689.125000 Penalty: 2950.371094
	Iteration 5F: 3 clusters Score -810689.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -810975.125000 Penalty: 2950.371094
	Iteration 6Q: 3 clusters Score -810975.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -811230.250000 Penalty: 2950.371094
	Iteration 7Q: 3 clusters Score -811230.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -811438.500000 Penalty: 2950.371094
	Iteration 8Q: 3 clusters Score -811438.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -811622.125000 Penalty: 2950.371094
	Iteration 9Q: 3 clusters Score -811622.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -811755.375000 Penalty: 2950.371094
	Iteration 10Q: 3 clusters Score -811755.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -811871.250000 Penalty: 2950.371094
	Iteration 11Q: 3 clusters Score -811871.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -811953.875000 Penalty: 2950.371094
	Iteration 12Q: 3 clusters Score -811953.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -812026.125000 Penalty: 2950.371094
	Iteration 13Q: 3 clusters Score -812026.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -812106.750000 Penalty: 2950.371094
	Iteration 14Q: 3 clusters Score -812106.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -812190.750000 Penalty: 2950.371094
	Iteration 15Q: 3 clusters Score -812190.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -812280.187500 Penalty: 2950.371094
	Iteration 16Q: 3 clusters Score -812280.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -812369.312500 Penalty: 2950.371094
	Iteration 17Q: 3 clusters Score -812369.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -812446.812500 Penalty: 2950.371094
	Iteration 18Q: 3 clusters Score -812446.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -812512.875000 Penalty: 2950.371094
	Iteration 19Q: 3 clusters Score -812512.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -812590.687500 Penalty: 2950.371094
	Iteration 20F: 3 clusters Score -812590.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -812659.000000 Penalty: 2950.371094
	Iteration 21Q: 3 clusters Score -812659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -812702.687500 Penalty: 2950.371094
	Iteration 22Q: 3 clusters Score -812702.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -812736.375000 Penalty: 2950.371094
	Iteration 23Q: 3 clusters Score -812736.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -812771.937500 Penalty: 2950.371094
	Iteration 24Q: 3 clusters Score -812771.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -812800.812500 Penalty: 2950.371094
	Iteration 25Q: 3 clusters Score -812800.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -812831.750000 Penalty: 2950.371094
	Iteration 26Q: 3 clusters Score -812831.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -812852.562500 Penalty: 2950.371094
	Iteration 27Q: 3 clusters Score -812852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -812868.125000 Penalty: 2950.371094
	Iteration 28Q: 3 clusters Score -812868.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -812883.187500 Penalty: 2950.371094
	Iteration 29Q: 3 clusters Score -812883.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -812894.625000 Penalty: 2950.371094
	Iteration 30Q: 3 clusters Score -812894.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -812902.187500 Penalty: 2950.371094
	Iteration 31Q: 3 clusters Score -812902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -812910.125000 Penalty: 2950.371094
	Iteration 32Q: 3 clusters Score -812910.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -812921.562500 Penalty: 2950.371094
	Iteration 33Q: 3 clusters Score -812921.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -812936.937500 Penalty: 2950.371094
	Iteration 34Q: 3 clusters Score -812936.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -812949.500000 Penalty: 2950.371094
	Iteration 35Q: 3 clusters Score -812949.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -812959.625000 Penalty: 2950.371094
	Iteration 36Q: 3 clusters Score -812959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -812963.062500 Penalty: 2950.371094
	Iteration 37Q: 3 clusters Score -812963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -812967.312500 Penalty: 2950.371094
	Iteration 38Q: 3 clusters Score -812967.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -812974.500000 Penalty: 2950.371094
	Iteration 39Q: 3 clusters Score -812974.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -812976.125000 Penalty: 2950.371094
	Iteration 40F: 3 clusters Score -812976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -812977.187500 Penalty: 2950.371094
	Iteration 41Q: 3 clusters Score -812977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -812980.187500 Penalty: 2950.371094
	Iteration 42Q: 3 clusters Score -812980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -812984.500000 Penalty: 2950.371094
	Iteration 43Q: 3 clusters Score -812984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -812983.250000 Penalty: 2950.371094
	Iteration 44Q: 3 clusters Score -812983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -812982.937500 Penalty: 2950.371094
	Iteration 45Q: 3 clusters Score -812982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -812983.750000 Penalty: 2950.371094
	Iteration 46Q: 3 clusters Score -812983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -812983.687500 Penalty: 2950.371094
	Iteration 47Q: 3 clusters Score -812983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -812983.687500 Penalty: 2950.371094
	Iteration 48F: 3 clusters Score -812983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -323690.937500 Penalty: 1308.859863
	Iteration 0F: 2 clusters Score -323690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -320878.968750 Penalty: 2617.719727
	Iteration 0F: 3 clusters Score -320879 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -321542.906250 Penalty: 2617.719727
	Iteration 1F: 3 clusters Score -321542.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -321683.812500 Penalty: 2617.719727
	Iteration 2F: 3 clusters Score -321683.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -321759.531250 Penalty: 2617.719727
	Iteration 3Q: 3 clusters Score -321759.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -321808.437500 Penalty: 2617.719727
	Iteration 4Q: 3 clusters Score -321808.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -321849.843750 Penalty: 2617.719727
	Iteration 5Q: 3 clusters Score -321849.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -321872.000000 Penalty: 2617.719727
	Iteration 6Q: 3 clusters Score -321872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -321884.843750 Penalty: 2617.719727
	Iteration 7Q: 3 clusters Score -321884.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -321898.375000 Penalty: 2617.719727
	Iteration 8Q: 3 clusters Score -321898.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -321914.062500 Penalty: 2617.719727
	Iteration 9Q: 3 clusters Score -321914.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -321928.593750 Penalty: 2617.719727
	Iteration 10Q: 3 clusters Score -321928.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -321945.906250 Penalty: 2617.719727
	Iteration 11Q: 3 clusters Score -321945.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -321963.437500 Penalty: 2617.719727
	Iteration 12Q: 3 clusters Score -321963.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -321984.406250 Penalty: 2617.719727
	Iteration 13Q: 3 clusters Score -321984.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -322003.937500 Penalty: 2617.719727
	Iteration 14Q: 3 clusters Score -322003.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -322014.812500 Penalty: 2617.719727
	Iteration 15Q: 3 clusters Score -322014.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -322030.531250 Penalty: 2617.719727
	Iteration 16Q: 3 clusters Score -322030.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -322041.000000 Penalty: 2617.719727
	Iteration 17Q: 3 clusters Score -322041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -322049.718750 Penalty: 2617.719727
	Iteration 18Q: 3 clusters Score -322049.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -322057.500000 Penalty: 2617.719727
	Iteration 19Q: 3 clusters Score -322057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -322070.812500 Penalty: 2617.719727
	Iteration 20F: 3 clusters Score -322070.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -322087.625000 Penalty: 2617.719727
	Iteration 21Q: 3 clusters Score -322087.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -322106.750000 Penalty: 2617.719727
	Iteration 22Q: 3 clusters Score -322106.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -322121.187500 Penalty: 2617.719727
	Iteration 23Q: 3 clusters Score -322121.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -322142.500000 Penalty: 2617.719727
	Iteration 24Q: 3 clusters Score -322142.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -322167.812500 Penalty: 2617.719727
	Iteration 25Q: 3 clusters Score -322167.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -322196.218750 Penalty: 2617.719727
	Iteration 26Q: 3 clusters Score -322196.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -322226.531250 Penalty: 2617.719727
	Iteration 27Q: 3 clusters Score -322226.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -322254.906250 Penalty: 2617.719727
	Iteration 28Q: 3 clusters Score -322254.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -322282.093750 Penalty: 2617.719727
	Iteration 29Q: 3 clusters Score -322282.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -322309.250000 Penalty: 2617.719727
	Iteration 30Q: 3 clusters Score -322309.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -322332.500000 Penalty: 2617.719727
	Iteration 31Q: 3 clusters Score -322332.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -322348.906250 Penalty: 2617.719727
	Iteration 32Q: 3 clusters Score -322348.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -322365.375000 Penalty: 2617.719727
	Iteration 33Q: 3 clusters Score -322365.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -322383.937500 Penalty: 2617.719727
	Iteration 34Q: 3 clusters Score -322383.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -322397.937500 Penalty: 2617.719727
	Iteration 35Q: 3 clusters Score -322397.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -322413.562500 Penalty: 2617.719727
	Iteration 36Q: 3 clusters Score -322413.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -322430.500000 Penalty: 2617.719727
	Iteration 37Q: 3 clusters Score -322430.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -322444.125000 Penalty: 2617.719727
	Iteration 38Q: 3 clusters Score -322444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -322449.375000 Penalty: 2617.719727
	Iteration 39Q: 3 clusters Score -322449.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -322452.843750 Penalty: 2617.719727
	Iteration 40F: 3 clusters Score -322452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -322456.093750 Penalty: 2617.719727
	Iteration 41Q: 3 clusters Score -322456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -322463.156250 Penalty: 2617.719727
	Iteration 42Q: 3 clusters Score -322463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -322470.312500 Penalty: 2617.719727
	Iteration 43Q: 3 clusters Score -322470.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -322476.250000 Penalty: 2617.719727
	Iteration 44Q: 3 clusters Score -322476.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -322486.218750 Penalty: 2617.719727
	Iteration 45Q: 3 clusters Score -322486.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -322496.281250 Penalty: 2617.719727
	Iteration 46Q: 3 clusters Score -322496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -322501.843750 Penalty: 2617.719727
	Iteration 47Q: 3 clusters Score -322501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -322510.406250 Penalty: 2617.719727
	Iteration 48Q: 3 clusters Score -322510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -322517.937500 Penalty: 2617.719727
	Iteration 49Q: 3 clusters Score -322517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -322525.875000 Penalty: 2617.719727
	Iteration 50Q: 3 clusters Score -322525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -322533.156250 Penalty: 2617.719727
	Iteration 51Q: 3 clusters Score -322533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -322541.468750 Penalty: 2617.719727
	Iteration 52Q: 3 clusters Score -322541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -322547.375000 Penalty: 2617.719727
	Iteration 53Q: 3 clusters Score -322547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -322552.312500 Penalty: 2617.719727
	Iteration 54Q: 3 clusters Score -322552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -322557.875000 Penalty: 2617.719727
	Iteration 55Q: 3 clusters Score -322557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -322564.968750 Penalty: 2617.719727
	Iteration 56Q: 3 clusters Score -322565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -322565.656250 Penalty: 2617.719727
	Iteration 57Q: 3 clusters Score -322565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -322566.531250 Penalty: 2617.719727
	Iteration 58Q: 3 clusters Score -322566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -322566.531250 Penalty: 2617.719727
	Iteration 59F: 3 clusters Score -322566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Entering Unmasked Estep 
Score: -544156.125000 Penalty: 1394.916870
	Iteration 0F: 2 clusters Score -544156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -539929.250000 Penalty: 2789.833740
	Iteration 0F: 3 clusters Score -539929.2 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -541133.875000 Penalty: 2789.833740
	Iteration 1F: 3 clusters Score -541133.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -541338.187500 Penalty: 2789.833740
	Iteration 2F: 3 clusters Score -541338.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -541474.250000 Penalty: 2789.833740
	Iteration 3Q: 3 clusters Score -541474.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -541584.562500 Penalty: 2789.833740
	Iteration 4Q: 3 clusters Score -541584.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -541668.562500 Penalty: 2789.833740
	Iteration 5Q: 3 clusters Score -541668.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -541750.500000 Penalty: 2789.833740
	Iteration 6Q: 3 clusters Score -541750.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -541823.000000 Penalty: 2789.833740
	Iteration 7Q: 3 clusters Score -541823 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -541896.750000 Penalty: 2789.833740
	Iteration 8Q: 3 clusters Score -541896.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -541957.250000 Penalty: 2789.833740
	Iteration 9Q: 3 clusters Score -541957.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -542030.750000 Penalty: 2789.833740
	Iteration 10Q: 3 clusters Score -542030.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -542095.937500 Penalty: 2789.833740
	Iteration 11Q: 3 clusters Score -542095.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -542152.062500 Penalty: 2789.833740
	Iteration 12Q: 3 clusters Score -542152.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -542209.625000 Penalty: 2789.833740
	Iteration 13Q: 3 clusters Score -542209.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -542269.312500 Penalty: 2789.833740
	Iteration 14Q: 3 clusters Score -542269.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -542313.437500 Penalty: 2789.833740
	Iteration 15Q: 3 clusters Score -542313.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -542361.437500 Penalty: 2789.833740
	Iteration 16Q: 3 clusters Score -542361.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -542415.125000 Penalty: 2789.833740
	Iteration 17Q: 3 clusters Score -542415.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -542482.187500 Penalty: 2789.833740
	Iteration 18Q: 3 clusters Score -542482.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -542557.500000 Penalty: 2789.833740
	Iteration 19Q: 3 clusters Score -542557.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -542630.875000 Penalty: 2789.833740
	Iteration 20F: 3 clusters Score -542630.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -542685.500000 Penalty: 2789.833740
	Iteration 21Q: 3 clusters Score -542685.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -542727.375000 Penalty: 2789.833740
	Iteration 22Q: 3 clusters Score -542727.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -542763.562500 Penalty: 2789.833740
	Iteration 23Q: 3 clusters Score -542763.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -542810.312500 Penalty: 2789.833740
	Iteration 24Q: 3 clusters Score -542810.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -542834.250000 Penalty: 2789.833740
	Iteration 25Q: 3 clusters Score -542834.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -542856.562500 Penalty: 2789.833740
	Iteration 26Q: 3 clusters Score -542856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -542878.625000 Penalty: 2789.833740
	Iteration 27Q: 3 clusters Score -542878.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -542892.687500 Penalty: 2789.833740
	Iteration 28Q: 3 clusters Score -542892.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -542910.250000 Penalty: 2789.833740
	Iteration 29Q: 3 clusters Score -542910.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -542926.312500 Penalty: 2789.833740
	Iteration 30Q: 3 clusters Score -542926.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -542937.687500 Penalty: 2789.833740
	Iteration 31Q: 3 clusters Score -542937.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -542944.750000 Penalty: 2789.833740
	Iteration 32Q: 3 clusters Score -542944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -542948.625000 Penalty: 2789.833740
	Iteration 33Q: 3 clusters Score -542948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -542948.437500 Penalty: 2789.833740
	Iteration 34Q: 3 clusters Score -542948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -542949.562500 Penalty: 2789.833740
	Iteration 35Q: 3 clusters Score -542949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -542953.125000 Penalty: 2789.833740
	Iteration 36Q: 3 clusters Score -542953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -542956.250000 Penalty: 2789.833740
	Iteration 37Q: 3 clusters Score -542956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -542958.375000 Penalty: 2789.833740
	Iteration 38Q: 3 clusters Score -542958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -542962.312500 Penalty: 2789.833740
	Iteration 39Q: 3 clusters Score -542962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -542966.937500 Penalty: 2789.833740
	Iteration 40F: 3 clusters Score -542966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -542968.937500 Penalty: 2789.833740
	Iteration 41Q: 3 clusters Score -542968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -542971.000000 Penalty: 2789.833740
	Iteration 42Q: 3 clusters Score -542971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -542974.125000 Penalty: 2789.833740
	Iteration 43Q: 3 clusters Score -542974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -542976.312500 Penalty: 2789.833740
	Iteration 44Q: 3 clusters Score -542976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -542977.187500 Penalty: 2789.833740
	Iteration 45Q: 3 clusters Score -542977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -542978.437500 Penalty: 2789.833740
	Iteration 46Q: 3 clusters Score -542978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -542980.187500 Penalty: 2789.833740
	Iteration 47Q: 3 clusters Score -542980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -542980.125000 Penalty: 2789.833740
	Iteration 48Q: 3 clusters Score -542980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -542979.562500 Penalty: 2789.833740
	Iteration 49Q: 3 clusters Score -542979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -542982.875000 Penalty: 2789.833740
	Iteration 50Q: 3 clusters Score -542982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -542982.312500 Penalty: 2789.833740
	Iteration 51Q: 3 clusters Score -542982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -542983.625000 Penalty: 2789.833740
	Iteration 52Q: 3 clusters Score -542983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -542984.187500 Penalty: 2789.833740
	Iteration 53Q: 3 clusters Score -542984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -542984.187500 Penalty: 2789.833740
	Iteration 54F: 3 clusters Score -542984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -834846.312500 Penalty: 1460.906250
	Iteration 0F: 2 clusters Score -834846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -828955.937500 Penalty: 2921.812500
	Iteration 0F: 3 clusters Score -828955.9 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -830718.312500 Penalty: 2921.812500
	Iteration 1F: 3 clusters Score -830718.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -830899.875000 Penalty: 2921.812500
	Iteration 2F: 3 clusters Score -830899.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -831020.125000 Penalty: 2921.812500
	Iteration 3Q: 3 clusters Score -831020.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -831111.187500 Penalty: 2921.812500
	Iteration 4Q: 3 clusters Score -831111.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -831186.687500 Penalty: 2921.812500
	Iteration 5Q: 3 clusters Score -831186.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -831265.562500 Penalty: 2921.812500
	Iteration 6Q: 3 clusters Score -831265.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -831351.562500 Penalty: 2921.812500
	Iteration 7Q: 3 clusters Score -831351.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -831445.937500 Penalty: 2921.812500
	Iteration 8Q: 3 clusters Score -831445.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -831547.750000 Penalty: 2921.812500
	Iteration 9Q: 3 clusters Score -831547.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -831656.500000 Penalty: 2921.812500
	Iteration 10Q: 3 clusters Score -831656.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -831764.687500 Penalty: 2921.812500
	Iteration 11Q: 3 clusters Score -831764.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -831857.812500 Penalty: 2921.812500
	Iteration 12Q: 3 clusters Score -831857.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -831942.562500 Penalty: 2921.812500
	Iteration 13Q: 3 clusters Score -831942.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -832004.437500 Penalty: 2921.812500
	Iteration 14Q: 3 clusters Score -832004.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -832047.062500 Penalty: 2921.812500
	Iteration 15Q: 3 clusters Score -832047.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -832086.125000 Penalty: 2921.812500
	Iteration 16Q: 3 clusters Score -832086.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -832134.125000 Penalty: 2921.812500
	Iteration 17Q: 3 clusters Score -832134.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -832186.375000 Penalty: 2921.812500
	Iteration 18Q: 3 clusters Score -832186.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -832231.062500 Penalty: 2921.812500
	Iteration 19Q: 3 clusters Score -832231.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -832275.875000 Penalty: 2921.812500
	Iteration 20F: 3 clusters Score -832275.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -832331.250000 Penalty: 2921.812500
	Iteration 21Q: 3 clusters Score -832331.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -832397.062500 Penalty: 2921.812500
	Iteration 22Q: 3 clusters Score -832397.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -832479.187500 Penalty: 2921.812500
	Iteration 23Q: 3 clusters Score -832479.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -832579.375000 Penalty: 2921.812500
	Iteration 24Q: 3 clusters Score -832579.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -832678.250000 Penalty: 2921.812500
	Iteration 25Q: 3 clusters Score -832678.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -832768.437500 Penalty: 2921.812500
	Iteration 26Q: 3 clusters Score -832768.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -832855.312500 Penalty: 2921.812500
	Iteration 27Q: 3 clusters Score -832855.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -832926.500000 Penalty: 2921.812500
	Iteration 28Q: 3 clusters Score -832926.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -832990.875000 Penalty: 2921.812500
	Iteration 29Q: 3 clusters Score -832990.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -833050.625000 Penalty: 2921.812500
	Iteration 30Q: 3 clusters Score -833050.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -833108.125000 Penalty: 2921.812500
	Iteration 31Q: 3 clusters Score -833108.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -833152.250000 Penalty: 2921.812500
	Iteration 32Q: 3 clusters Score -833152.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -833195.687500 Penalty: 2921.812500
	Iteration 33Q: 3 clusters Score -833195.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -833241.625000 Penalty: 2921.812500
	Iteration 34Q: 3 clusters Score -833241.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -833284.250000 Penalty: 2921.812500
	Iteration 35Q: 3 clusters Score -833284.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -833315.062500 Penalty: 2921.812500
	Iteration 36Q: 3 clusters Score -833315.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -833334.687500 Penalty: 2921.812500
	Iteration 37Q: 3 clusters Score -833334.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -833352.250000 Penalty: 2921.812500
	Iteration 38Q: 3 clusters Score -833352.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -833367.937500 Penalty: 2921.812500
	Iteration 39Q: 3 clusters Score -833367.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -833386.375000 Penalty: 2921.812500
	Iteration 40F: 3 clusters Score -833386.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -833401.312500 Penalty: 2921.812500
	Iteration 41Q: 3 clusters Score -833401.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -833418.937500 Penalty: 2921.812500
	Iteration 42Q: 3 clusters Score -833418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -833427.625000 Penalty: 2921.812500
	Iteration 43Q: 3 clusters Score -833427.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -833442.562500 Penalty: 2921.812500
	Iteration 44Q: 3 clusters Score -833442.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -833457.500000 Penalty: 2921.812500
	Iteration 45Q: 3 clusters Score -833457.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -833466.250000 Penalty: 2921.812500
	Iteration 46Q: 3 clusters Score -833466.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -833473.437500 Penalty: 2921.812500
	Iteration 47Q: 3 clusters Score -833473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -833482.500000 Penalty: 2921.812500
	Iteration 48Q: 3 clusters Score -833482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -833489.687500 Penalty: 2921.812500
	Iteration 49Q: 3 clusters Score -833489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -833492.125000 Penalty: 2921.812500
	Iteration 50Q: 3 clusters Score -833492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -833494.437500 Penalty: 2921.812500
	Iteration 51Q: 3 clusters Score -833494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -833495.375000 Penalty: 2921.812500
	Iteration 52Q: 3 clusters Score -833495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -833496.875000 Penalty: 2921.812500
	Iteration 53Q: 3 clusters Score -833496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -833502.375000 Penalty: 2921.812500
	Iteration 54Q: 3 clusters Score -833502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -833502.562500 Penalty: 2921.812500
	Iteration 55Q: 3 clusters Score -833502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -833507.562500 Penalty: 2921.812500
	Iteration 56Q: 3 clusters Score -833507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -833508.812500 Penalty: 2921.812500
	Iteration 57Q: 3 clusters Score -833508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -833510.250000 Penalty: 2921.812500
	Iteration 58Q: 3 clusters Score -833510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -833511.562500 Penalty: 2921.812500
	Iteration 59Q: 3 clusters Score -833511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -833511.562500 Penalty: 2921.812500
	Iteration 60F: 3 clusters Score -833511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Entering Unmasked Estep 
Score: -353652.125000 Penalty: 1331.022583
	Iteration 0F: 2 clusters Score -353652.1 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 1788 members 
Entering Unmasked Estep 
Score: -350579.875000 Penalty: 2662.045166
	Iteration 0F: 3 clusters Score -350579.9 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -351397.156250 Penalty: 2662.045166
	Iteration 1F: 3 clusters Score -351397.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -351572.125000 Penalty: 2662.045166
	Iteration 2F: 3 clusters Score -351572.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -351676.062500 Penalty: 2662.045166
	Iteration 3F: 3 clusters Score -351676.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -351762.937500 Penalty: 2662.045166
	Iteration 4Q: 3 clusters Score -351762.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -351845.937500 Penalty: 2662.045166
	Iteration 5Q: 3 clusters Score -351845.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -351950.656250 Penalty: 2662.045166
	Iteration 6Q: 3 clusters Score -351950.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -352062.781250 Penalty: 2662.045166
	Iteration 7Q: 3 clusters Score -352062.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -352225.687500 Penalty: 2662.045166
	Iteration 8Q: 3 clusters Score -352225.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352478.031250 Penalty: 2662.045166
	Iteration 9F: 3 clusters Score -352478 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -352713.562500 Penalty: 2662.045166
	Iteration 10Q: 3 clusters Score -352713.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -352875.437500 Penalty: 2662.045166
	Iteration 11Q: 3 clusters Score -352875.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -352987.125000 Penalty: 2662.045166
	Iteration 12Q: 3 clusters Score -352987.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -353103.343750 Penalty: 2662.045166
	Iteration 13Q: 3 clusters Score -353103.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -353238.218750 Penalty: 2662.045166
	Iteration 14Q: 3 clusters Score -353238.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -353361.718750 Penalty: 2662.045166
	Iteration 15Q: 3 clusters Score -353361.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -353434.031250 Penalty: 2662.045166
	Iteration 16Q: 3 clusters Score -353434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -353459.687500 Penalty: 2662.045166
	Iteration 17Q: 3 clusters Score -353459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -353471.031250 Penalty: 2662.045166
	Iteration 18Q: 3 clusters Score -353471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -353477.468750 Penalty: 2662.045166
	Iteration 19Q: 3 clusters Score -353477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -353481.343750 Penalty: 2662.045166
	Iteration 20F: 3 clusters Score -353481.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -353486.156250 Penalty: 2662.045166
	Iteration 21Q: 3 clusters Score -353486.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -353488.250000 Penalty: 2662.045166
	Iteration 22Q: 3 clusters Score -353488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -353489.906250 Penalty: 2662.045166
	Iteration 23Q: 3 clusters Score -353489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -353490.562500 Penalty: 2662.045166
	Iteration 24Q: 3 clusters Score -353490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -353490.562500 Penalty: 2662.045166
	Iteration 25F: 3 clusters Score -353490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -417797.718750 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -417797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -414340.750000 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -414340.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -415232.000000 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -415232 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -415363.468750 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -415363.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -415451.968750 Penalty: 2711.113037
	Iteration 3Q: 3 clusters Score -415452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -415514.656250 Penalty: 2711.113037
	Iteration 4Q: 3 clusters Score -415514.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -415563.062500 Penalty: 2711.113037
	Iteration 5Q: 3 clusters Score -415563.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -415598.843750 Penalty: 2711.113037
	Iteration 6Q: 3 clusters Score -415598.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -415644.562500 Penalty: 2711.113037
	Iteration 7Q: 3 clusters Score -415644.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -415693.281250 Penalty: 2711.113037
	Iteration 8Q: 3 clusters Score -415693.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -415748.687500 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -415748.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -415797.500000 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -415797.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -415848.718750 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -415848.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -415903.062500 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -415903.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -415946.500000 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -415946.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -415985.343750 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -415985.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -416024.187500 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -416024.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -416062.593750 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -416062.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -416096.500000 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -416096.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -416136.187500 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -416136.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -416183.593750 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -416183.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -416257.968750 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -416258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -416350.593750 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -416350.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -416478.218750 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -416478.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -416606.437500 Penalty: 2711.113037
	Iteration 23Q: 3 clusters Score -416606.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -416695.656250 Penalty: 2711.113037
	Iteration 24Q: 3 clusters Score -416695.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -416748.062500 Penalty: 2711.113037
	Iteration 25Q: 3 clusters Score -416748.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -416778.500000 Penalty: 2711.113037
	Iteration 26Q: 3 clusters Score -416778.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -416803.000000 Penalty: 2711.113037
	Iteration 27Q: 3 clusters Score -416803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -416821.187500 Penalty: 2711.113037
	Iteration 28Q: 3 clusters Score -416821.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -416840.375000 Penalty: 2711.113037
	Iteration 29Q: 3 clusters Score -416840.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -416849.968750 Penalty: 2711.113037
	Iteration 30Q: 3 clusters Score -416850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -416860.687500 Penalty: 2711.113037
	Iteration 31Q: 3 clusters Score -416860.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -416871.468750 Penalty: 2711.113037
	Iteration 32Q: 3 clusters Score -416871.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -416880.875000 Penalty: 2711.113037
	Iteration 33Q: 3 clusters Score -416880.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -416886.093750 Penalty: 2711.113037
	Iteration 34Q: 3 clusters Score -416886.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -416889.718750 Penalty: 2711.113037
	Iteration 35Q: 3 clusters Score -416889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -416894.437500 Penalty: 2711.113037
	Iteration 36Q: 3 clusters Score -416894.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -416898.843750 Penalty: 2711.113037
	Iteration 37Q: 3 clusters Score -416898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -416902.250000 Penalty: 2711.113037
	Iteration 38Q: 3 clusters Score -416902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -416906.781250 Penalty: 2711.113037
	Iteration 39Q: 3 clusters Score -416906.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -416911.500000 Penalty: 2711.113037
	Iteration 40F: 3 clusters Score -416911.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -416917.187500 Penalty: 2711.113037
	Iteration 41Q: 3 clusters Score -416917.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -416925.531250 Penalty: 2711.113037
	Iteration 42Q: 3 clusters Score -416925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -416930.156250 Penalty: 2711.113037
	Iteration 43Q: 3 clusters Score -416930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -416937.437500 Penalty: 2711.113037
	Iteration 44Q: 3 clusters Score -416937.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -416943.875000 Penalty: 2711.113037
	Iteration 45Q: 3 clusters Score -416943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -416952.125000 Penalty: 2711.113037
	Iteration 46Q: 3 clusters Score -416952.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -416965.468750 Penalty: 2711.113037
	Iteration 47Q: 3 clusters Score -416965.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -416983.593750 Penalty: 2711.113037
	Iteration 48Q: 3 clusters Score -416983.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -417011.406250 Penalty: 2711.113037
	Iteration 49Q: 3 clusters Score -417011.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -417058.906250 Penalty: 2711.113037
	Iteration 50Q: 3 clusters Score -417058.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -417114.968750 Penalty: 2711.113037
	Iteration 51Q: 3 clusters Score -417115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -417189.125000 Penalty: 2711.113037
	Iteration 52Q: 3 clusters Score -417189.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -417300.750000 Penalty: 2711.113037
	Iteration 53Q: 3 clusters Score -417300.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -417421.437500 Penalty: 2711.113037
	Iteration 54Q: 3 clusters Score -417421.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -417536.625000 Penalty: 2711.113037
	Iteration 55Q: 3 clusters Score -417536.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -417603.968750 Penalty: 2711.113037
	Iteration 56Q: 3 clusters Score -417604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -417640.718750 Penalty: 2711.113037
	Iteration 57Q: 3 clusters Score -417640.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -417657.750000 Penalty: 2711.113037
	Iteration 58Q: 3 clusters Score -417657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -417666.250000 Penalty: 2711.113037
	Iteration 59Q: 3 clusters Score -417666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -417671.156250 Penalty: 2711.113037
	Iteration 60F: 3 clusters Score -417671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -417673.500000 Penalty: 2711.113037
	Iteration 61Q: 3 clusters Score -417673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -417674.375000 Penalty: 2711.113037
	Iteration 62Q: 3 clusters Score -417674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -417675.781250 Penalty: 2711.113037
	Iteration 63Q: 3 clusters Score -417675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -417675.093750 Penalty: 2711.113037
	Iteration 64Q: 3 clusters Score -417675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -417675.093750 Penalty: 2711.113037
	Iteration 65F: 3 clusters Score -417675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -205775.078125 Penalty: 1238.762451
	Iteration 0F: 2 clusters Score -205775.1 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 1014 members 
Entering Unmasked Estep 
Score: -203674.359375 Penalty: 2477.524902
	Iteration 0F: 3 clusters Score -203674.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -204105.937500 Penalty: 2477.524902
	Iteration 1F: 3 clusters Score -204105.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -204225.531250 Penalty: 2477.524902
	Iteration 2F: 3 clusters Score -204225.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204313.671875 Penalty: 2477.524902
	Iteration 3F: 3 clusters Score -204313.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204368.265625 Penalty: 2477.524902
	Iteration 4Q: 3 clusters Score -204368.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204412.296875 Penalty: 2477.524902
	Iteration 5Q: 3 clusters Score -204412.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204462.859375 Penalty: 2477.524902
	Iteration 6Q: 3 clusters Score -204462.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204500.953125 Penalty: 2477.524902
	Iteration 7Q: 3 clusters Score -204501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -204532.546875 Penalty: 2477.524902
	Iteration 8Q: 3 clusters Score -204532.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -204556.203125 Penalty: 2477.524902
	Iteration 9Q: 3 clusters Score -204556.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -204581.218750 Penalty: 2477.524902
	Iteration 10Q: 3 clusters Score -204581.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -204594.718750 Penalty: 2477.524902
	Iteration 11Q: 3 clusters Score -204594.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -204600.750000 Penalty: 2477.524902
	Iteration 12Q: 3 clusters Score -204600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -204606.468750 Penalty: 2477.524902
	Iteration 13Q: 3 clusters Score -204606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204610.937500 Penalty: 2477.524902
	Iteration 14Q: 3 clusters Score -204610.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -204617.375000 Penalty: 2477.524902
	Iteration 15Q: 3 clusters Score -204617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204622.875000 Penalty: 2477.524902
	Iteration 16Q: 3 clusters Score -204622.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -204628.515625 Penalty: 2477.524902
	Iteration 17Q: 3 clusters Score -204628.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204635.000000 Penalty: 2477.524902
	Iteration 18Q: 3 clusters Score -204635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -204641.078125 Penalty: 2477.524902
	Iteration 19Q: 3 clusters Score -204641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -204646.640625 Penalty: 2477.524902
	Iteration 20F: 3 clusters Score -204646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -204650.515625 Penalty: 2477.524902
	Iteration 21Q: 3 clusters Score -204650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -204652.359375 Penalty: 2477.524902
	Iteration 22Q: 3 clusters Score -204652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -204654.796875 Penalty: 2477.524902
	Iteration 23Q: 3 clusters Score -204654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -204657.156250 Penalty: 2477.524902
	Iteration 24Q: 3 clusters Score -204657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -204659.671875 Penalty: 2477.524902
	Iteration 25Q: 3 clusters Score -204659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -204662.890625 Penalty: 2477.524902
	Iteration 26Q: 3 clusters Score -204662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204665.562500 Penalty: 2477.524902
	Iteration 27Q: 3 clusters Score -204665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -204670.875000 Penalty: 2477.524902
	Iteration 28Q: 3 clusters Score -204670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204676.140625 Penalty: 2477.524902
	Iteration 29Q: 3 clusters Score -204676.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -204681.687500 Penalty: 2477.524902
	Iteration 30Q: 3 clusters Score -204681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -204689.000000 Penalty: 2477.524902
	Iteration 31Q: 3 clusters Score -204689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204697.609375 Penalty: 2477.524902
	Iteration 32Q: 3 clusters Score -204697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -204706.859375 Penalty: 2477.524902
	Iteration 33Q: 3 clusters Score -204706.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -204713.031250 Penalty: 2477.524902
	Iteration 34Q: 3 clusters Score -204713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -204719.203125 Penalty: 2477.524902
	Iteration 35Q: 3 clusters Score -204719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -204722.500000 Penalty: 2477.524902
	Iteration 36Q: 3 clusters Score -204722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -204725.125000 Penalty: 2477.524902
	Iteration 37Q: 3 clusters Score -204725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -204726.546875 Penalty: 2477.524902
	Iteration 38Q: 3 clusters Score -204726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -204727.328125 Penalty: 2477.524902
	Iteration 39Q: 3 clusters Score -204727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -204729.296875 Penalty: 2477.524902
	Iteration 40F: 3 clusters Score -204729.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Entering Unmasked Estep 
Score: -2556306.000000 Penalty: 1658.810425
	Iteration 0F: 2 clusters Score -2556306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2537817.250000 Penalty: 3317.620850
	Iteration 0F: 3 clusters Score -2537817 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2545073.500000 Penalty: 3317.620850
	Iteration 1F: 3 clusters Score -2545074 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2553119 nChanged 375
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Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2553574 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2553612 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2553649 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2553713 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2553756 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2553774 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2553794 nChanged 123
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Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2553812 nChanged 120
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Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2553815 nChanged 114
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Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2553837 nChanged 101
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Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2553866 nChanged 96
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Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2553871 nChanged 89
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Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2553892 nChanged 78
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Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2553901 nChanged 69
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Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2553906 nChanged 52
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Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2553919 nChanged 51
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Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2553914 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2553922 nChanged 34
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Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2553925 nChanged 45
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Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 9101 members 
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	Iteration 44Q: 3 clusters Score -2553936 nChanged 42
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Mstep: Class 1 contains 18062 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2553938 nChanged 40
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Mstep: Class 1 contains 18102 members 
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	Iteration 46Q: 3 clusters Score -2553936 nChanged 40
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Mstep: Class 1 contains 18140 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2553940 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
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Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18278 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18370 members 
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	Iteration 53Q: 3 clusters Score -2553969 nChanged 60
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Mstep: Class 1 contains 18478 members 
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	Iteration 54Q: 3 clusters Score -2553978 nChanged 77
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Mstep: Class 1 contains 18553 members 
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Mstep: Class 1 contains 18623 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2554004 nChanged 49
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Mstep: Class 1 contains 18672 members 
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Mstep: Class 1 contains 18725 members 
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	Iteration 58Q: 3 clusters Score -2554014 nChanged 50
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Mstep: Class 1 contains 18775 members 
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Score: -2554008.500000 Penalty: 3317.620850
	Iteration 59Q: 3 clusters Score -2554008 nChanged 34
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Mstep: Class 1 contains 18809 members 
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Entering Unmasked Estep 
Score: -2554019.250000 Penalty: 3317.620850
	Iteration 60F: 3 clusters Score -2554019 nChanged 47
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Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2554024.500000 Penalty: 3317.620850
	Iteration 61Q: 3 clusters Score -2554024 nChanged 40
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Mstep: Class 1 contains 18894 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2554025 nChanged 48
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Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2554031.750000 Penalty: 3317.620850
	Iteration 63Q: 3 clusters Score -2554032 nChanged 56
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Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2554041 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2554048 nChanged 69
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Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2554051.500000 Penalty: 3317.620850
	Iteration 66Q: 3 clusters Score -2554052 nChanged 68
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Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2554065 nChanged 73
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Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2554066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2554071 nChanged 74
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Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2554072 nChanged 69
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Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2554092 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2554103.250000 Penalty: 3317.620850
	Iteration 72Q: 3 clusters Score -2554103 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2554122.000000 Penalty: 3317.620850
	Iteration 73Q: 3 clusters Score -2554122 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2554138.500000 Penalty: 3317.620850
	Iteration 74Q: 3 clusters Score -2554138 nChanged 125
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Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2554155.750000 Penalty: 3317.620850
	Iteration 75Q: 3 clusters Score -2554156 nChanged 102
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Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2554173 nChanged 92
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Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2554190.250000 Penalty: 3317.620850
	Iteration 77Q: 3 clusters Score -2554190 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2554206 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2554222 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2554238 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2554250 nChanged 122
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Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2554276 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2554295.000000 Penalty: 3317.620850
	Iteration 83Q: 3 clusters Score -2554295 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2554307.750000 Penalty: 3317.620850
	Iteration 84Q: 3 clusters Score -2554308 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2554328.750000 Penalty: 3317.620850
	Iteration 85Q: 3 clusters Score -2554329 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2554348.000000 Penalty: 3317.620850
	Iteration 86Q: 3 clusters Score -2554348 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2554358.500000 Penalty: 3317.620850
	Iteration 87Q: 3 clusters Score -2554358 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2554376 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2554384.250000 Penalty: 3317.620850
	Iteration 89Q: 3 clusters Score -2554384 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2554402.750000 Penalty: 3317.620850
	Iteration 90Q: 3 clusters Score -2554403 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2554421.750000 Penalty: 3317.620850
	Iteration 91Q: 3 clusters Score -2554422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2554440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2554449.250000 Penalty: 3317.620850
	Iteration 93Q: 3 clusters Score -2554449 nChanged 98
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Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2554460.250000 Penalty: 3317.620850
	Iteration 94Q: 3 clusters Score -2554460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2554467.000000 Penalty: 3317.620850
	Iteration 95Q: 3 clusters Score -2554467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2554478.750000 Penalty: 3317.620850
	Iteration 96Q: 3 clusters Score -2554479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2554489.750000 Penalty: 3317.620850
	Iteration 97Q: 3 clusters Score -2554490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2554513.750000 Penalty: 3317.620850
	Iteration 98Q: 3 clusters Score -2554514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2554527.000000 Penalty: 3317.620850
	Iteration 99Q: 3 clusters Score -2554527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2554548.250000 Penalty: 3317.620850
	Iteration 100F: 3 clusters Score -2554548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2554555.750000 Penalty: 3317.620850
	Iteration 101Q: 3 clusters Score -2554556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2554562.000000 Penalty: 3317.620850
	Iteration 102Q: 3 clusters Score -2554562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2554582.250000 Penalty: 3317.620850
	Iteration 103Q: 3 clusters Score -2554582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2554599.250000 Penalty: 3317.620850
	Iteration 104Q: 3 clusters Score -2554599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2554603.000000 Penalty: 3317.620850
	Iteration 105Q: 3 clusters Score -2554603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2554620.250000 Penalty: 3317.620850
	Iteration 106Q: 3 clusters Score -2554620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2554640.500000 Penalty: 3317.620850
	Iteration 107Q: 3 clusters Score -2554640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2554665.750000 Penalty: 3317.620850
	Iteration 108Q: 3 clusters Score -2554666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2554681.000000 Penalty: 3317.620850
	Iteration 109Q: 3 clusters Score -2554681 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2554698.500000 Penalty: 3317.620850
	Iteration 110Q: 3 clusters Score -2554698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2554712.500000 Penalty: 3317.620850
	Iteration 111Q: 3 clusters Score -2554712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2554723.500000 Penalty: 3317.620850
	Iteration 112Q: 3 clusters Score -2554724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2554755.500000 Penalty: 3317.620850
	Iteration 113Q: 3 clusters Score -2554756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2554780.500000 Penalty: 3317.620850
	Iteration 114Q: 3 clusters Score -2554780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2554803.000000 Penalty: 3317.620850
	Iteration 115Q: 3 clusters Score -2554803 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2554849.750000 Penalty: 3317.620850
	Iteration 116Q: 3 clusters Score -2554850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2554886.500000 Penalty: 3317.620850
	Iteration 117Q: 3 clusters Score -2554886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2554913.000000 Penalty: 3317.620850
	Iteration 118Q: 3 clusters Score -2554913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2554936.500000 Penalty: 3317.620850
	Iteration 119Q: 3 clusters Score -2554936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2554966.750000 Penalty: 3317.620850
	Iteration 120F: 3 clusters Score -2554967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2555007.250000 Penalty: 3317.620850
	Iteration 121Q: 3 clusters Score -2555007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2555041.000000 Penalty: 3317.620850
	Iteration 122Q: 3 clusters Score -2555041 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2555068.000000 Penalty: 3317.620850
	Iteration 123Q: 3 clusters Score -2555068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2555110.250000 Penalty: 3317.620850
	Iteration 124Q: 3 clusters Score -2555110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2555145.500000 Penalty: 3317.620850
	Iteration 125Q: 3 clusters Score -2555146 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2555182.500000 Penalty: 3317.620850
	Iteration 126Q: 3 clusters Score -2555182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2555215.500000 Penalty: 3317.620850
	Iteration 127Q: 3 clusters Score -2555216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2555248.750000 Penalty: 3317.620850
	Iteration 128Q: 3 clusters Score -2555249 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2555280.750000 Penalty: 3317.620850
	Iteration 129Q: 3 clusters Score -2555281 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2555309.500000 Penalty: 3317.620850
	Iteration 130Q: 3 clusters Score -2555310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2555331.000000 Penalty: 3317.620850
	Iteration 131Q: 3 clusters Score -2555331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2555364.250000 Penalty: 3317.620850
	Iteration 132Q: 3 clusters Score -2555364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2555394.500000 Penalty: 3317.620850
	Iteration 133Q: 3 clusters Score -2555394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2555425.750000 Penalty: 3317.620850
	Iteration 134Q: 3 clusters Score -2555426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2555461.500000 Penalty: 3317.620850
	Iteration 135Q: 3 clusters Score -2555462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2555478.000000 Penalty: 3317.620850
	Iteration 136Q: 3 clusters Score -2555478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2555493.500000 Penalty: 3317.620850
	Iteration 137Q: 3 clusters Score -2555494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2555517.750000 Penalty: 3317.620850
	Iteration 138Q: 3 clusters Score -2555518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2555527.500000 Penalty: 3317.620850
	Iteration 139Q: 3 clusters Score -2555528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2555552.750000 Penalty: 3317.620850
	Iteration 140F: 3 clusters Score -2555553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2555561.250000 Penalty: 3317.620850
	Iteration 141Q: 3 clusters Score -2555561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2555568.000000 Penalty: 3317.620850
	Iteration 142Q: 3 clusters Score -2555568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2555576.500000 Penalty: 3317.620850
	Iteration 143Q: 3 clusters Score -2555576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2555581.750000 Penalty: 3317.620850
	Iteration 144Q: 3 clusters Score -2555582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2555586.500000 Penalty: 3317.620850
	Iteration 145Q: 3 clusters Score -2555586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2555592.250000 Penalty: 3317.620850
	Iteration 146Q: 3 clusters Score -2555592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2555590.500000 Penalty: 3317.620850
	Iteration 147Q: 3 clusters Score -2555590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2555597.000000 Penalty: 3317.620850
	Iteration 148Q: 3 clusters Score -2555597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2555598.250000 Penalty: 3317.620850
	Iteration 149Q: 3 clusters Score -2555598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2555597.000000 Penalty: 3317.620850
	Iteration 150Q: 3 clusters Score -2555597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2555599.500000 Penalty: 3317.620850
	Iteration 151Q: 3 clusters Score -2555600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2555601.000000 Penalty: 3317.620850
	Iteration 152Q: 3 clusters Score -2555601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2555603.500000 Penalty: 3317.620850
	Iteration 153Q: 3 clusters Score -2555604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2555606.250000 Penalty: 3317.620850
	Iteration 154Q: 3 clusters Score -2555606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2555610.250000 Penalty: 3317.620850
	Iteration 155Q: 3 clusters Score -2555610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2555611.250000 Penalty: 3317.620850
	Iteration 156Q: 3 clusters Score -2555611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2555612.750000 Penalty: 3317.620850
	Iteration 157Q: 3 clusters Score -2555613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2555611.250000 Penalty: 3317.620850
	Iteration 158Q: 3 clusters Score -2555611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2555611.000000 Penalty: 3317.620850
	Iteration 159Q: 3 clusters Score -2555611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2555612.750000 Penalty: 3317.620850
	Iteration 160F: 3 clusters Score -2555613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2555613.500000 Penalty: 3317.620850
	Iteration 161Q: 3 clusters Score -2555614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2555613.500000 Penalty: 3317.620850
	Iteration 162F: 3 clusters Score -2555614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -191149.796875 Penalty: 1234.495361
	Iteration 0F: 2 clusters Score -191149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -189071.437500 Penalty: 2468.990723
	Iteration 0F: 3 clusters Score -189071.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -189602.578125 Penalty: 2468.990723
	Iteration 1F: 3 clusters Score -189602.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189752.515625 Penalty: 2468.990723
	Iteration 2F: 3 clusters Score -189752.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -189856.468750 Penalty: 2468.990723
	Iteration 3F: 3 clusters Score -189856.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -189925.515625 Penalty: 2468.990723
	Iteration 4Q: 3 clusters Score -189925.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -189993.031250 Penalty: 2468.990723
	Iteration 5Q: 3 clusters Score -189993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -190047.718750 Penalty: 2468.990723
	Iteration 6Q: 3 clusters Score -190047.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -190078.765625 Penalty: 2468.990723
	Iteration 7Q: 3 clusters Score -190078.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -190100.265625 Penalty: 2468.990723
	Iteration 8Q: 3 clusters Score -190100.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -190116.796875 Penalty: 2468.990723
	Iteration 9Q: 3 clusters Score -190116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -190129.421875 Penalty: 2468.990723
	Iteration 10Q: 3 clusters Score -190129.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -190140.765625 Penalty: 2468.990723
	Iteration 11Q: 3 clusters Score -190140.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -190151.000000 Penalty: 2468.990723
	Iteration 12Q: 3 clusters Score -190151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -190156.890625 Penalty: 2468.990723
	Iteration 13Q: 3 clusters Score -190156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -190162.062500 Penalty: 2468.990723
	Iteration 14Q: 3 clusters Score -190162.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -190168.890625 Penalty: 2468.990723
	Iteration 15Q: 3 clusters Score -190168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190171.031250 Penalty: 2468.990723
	Iteration 16Q: 3 clusters Score -190171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190172.468750 Penalty: 2468.990723
	Iteration 17Q: 3 clusters Score -190172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -190176.640625 Penalty: 2468.990723
	Iteration 18Q: 3 clusters Score -190176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -190178.671875 Penalty: 2468.990723
	Iteration 19Q: 3 clusters Score -190178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190180.828125 Penalty: 2468.990723
	Iteration 20F: 3 clusters Score -190180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -190182.500000 Penalty: 2468.990723
	Iteration 21Q: 3 clusters Score -190182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190182.984375 Penalty: 2468.990723
	Iteration 22Q: 3 clusters Score -190183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190183.984375 Penalty: 2468.990723
	Iteration 23Q: 3 clusters Score -190184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -190184.484375 Penalty: 2468.990723
	Iteration 24Q: 3 clusters Score -190184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190185.375000 Penalty: 2468.990723
	Iteration 25Q: 3 clusters Score -190185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190185.375000 Penalty: 2468.990723
	Iteration 26F: 3 clusters Score -190185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -25586.496094 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -25586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24753.136719 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -24753.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25005.189453 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -25005.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25100.101562 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -25100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25160.583984 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -25160.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25209.554688 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -25209.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25242.859375 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -25242.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25288.611328 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -25288.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25311.175781 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -25311.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25335.531250 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -25335.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25341.642578 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -25341.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25357.785156 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -25357.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25362.361328 Penalty: 1876.729248
	Iteration 11Q: 3 clusters Score -25362.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25366.634766 Penalty: 1876.729248
	Iteration 12Q: 3 clusters Score -25366.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25380.501953 Penalty: 1876.729248
	Iteration 13Q: 3 clusters Score -25380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25390.183594 Penalty: 1876.729248
	Iteration 14Q: 3 clusters Score -25390.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25405.634766 Penalty: 1876.729248
	Iteration 15Q: 3 clusters Score -25405.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25424.837891 Penalty: 1876.729248
	Iteration 16Q: 3 clusters Score -25424.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25448.925781 Penalty: 1876.729248
	Iteration 17Q: 3 clusters Score -25448.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25470.064453 Penalty: 1876.729248
	Iteration 18Q: 3 clusters Score -25470.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25487.228516 Penalty: 1876.729248
	Iteration 19Q: 3 clusters Score -25487.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25498.923828 Penalty: 1876.729248
	Iteration 20F: 3 clusters Score -25498.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25511.091797 Penalty: 1876.729248
	Iteration 21Q: 3 clusters Score -25511.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25511.091797 Penalty: 1876.729248
	Iteration 22F: 3 clusters Score -25511.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Entering Unmasked Estep 
Score: -2843220.750000 Penalty: 1664.045654
	Iteration 0F: 2 clusters Score -2843221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2824311.750000 Penalty: 3328.091309
	Iteration 0F: 3 clusters Score -2824312 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2831324.750000 Penalty: 3328.091309
	Iteration 1F: 3 clusters Score -2831325 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2831686.000000 Penalty: 3328.091309
	Iteration 2Q: 3 clusters Score -2831686 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2832048.500000 Penalty: 3328.091309
	Iteration 3Q: 3 clusters Score -2832048 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2832474.000000 Penalty: 3328.091309
	Iteration 4Q: 3 clusters Score -2832474 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2833043.750000 Penalty: 3328.091309
	Iteration 5Q: 3 clusters Score -2833044 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2833769.750000 Penalty: 3328.091309
	Iteration 6F: 3 clusters Score -2833770 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2834615.250000 Penalty: 3328.091309
	Iteration 7F: 3 clusters Score -2834615 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2835626.000000 Penalty: 3328.091309
	Iteration 8F: 3 clusters Score -2835626 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2836695.250000 Penalty: 3328.091309
	Iteration 9F: 3 clusters Score -2836695 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2837795.750000 Penalty: 3328.091309
	Iteration 10F: 3 clusters Score -2837796 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2838800.500000 Penalty: 3328.091309
	Iteration 11Q: 3 clusters Score -2838800 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2839679.500000 Penalty: 3328.091309
	Iteration 12Q: 3 clusters Score -2839680 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2840381.500000 Penalty: 3328.091309
	Iteration 13Q: 3 clusters Score -2840382 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2840915.000000 Penalty: 3328.091309
	Iteration 14Q: 3 clusters Score -2840915 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2841265.500000 Penalty: 3328.091309
	Iteration 15Q: 3 clusters Score -2841266 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2841468.500000 Penalty: 3328.091309
	Iteration 16Q: 3 clusters Score -2841468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2841567.000000 Penalty: 3328.091309
	Iteration 17Q: 3 clusters Score -2841567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2841635.500000 Penalty: 3328.091309
	Iteration 18Q: 3 clusters Score -2841636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2841676.750000 Penalty: 3328.091309
	Iteration 19Q: 3 clusters Score -2841677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2841697.000000 Penalty: 3328.091309
	Iteration 20F: 3 clusters Score -2841697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2841719.000000 Penalty: 3328.091309
	Iteration 21Q: 3 clusters Score -2841719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2841730.500000 Penalty: 3328.091309
	Iteration 22Q: 3 clusters Score -2841730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2841739.500000 Penalty: 3328.091309
	Iteration 23Q: 3 clusters Score -2841740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2841744.250000 Penalty: 3328.091309
	Iteration 24Q: 3 clusters Score -2841744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2841747.000000 Penalty: 3328.091309
	Iteration 25Q: 3 clusters Score -2841747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2841754.500000 Penalty: 3328.091309
	Iteration 26Q: 3 clusters Score -2841754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2841759.000000 Penalty: 3328.091309
	Iteration 27Q: 3 clusters Score -2841759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2841765.250000 Penalty: 3328.091309
	Iteration 28Q: 3 clusters Score -2841765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2841765.750000 Penalty: 3328.091309
	Iteration 29Q: 3 clusters Score -2841766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2841769.000000 Penalty: 3328.091309
	Iteration 30Q: 3 clusters Score -2841769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2841769.500000 Penalty: 3328.091309
	Iteration 31Q: 3 clusters Score -2841770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2841768.500000 Penalty: 3328.091309
	Iteration 32Q: 3 clusters Score -2841768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2841768.500000 Penalty: 3328.091309
	Iteration 33F: 3 clusters Score -2841768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Entering Unmasked Estep 
Score: -1140372.625000 Penalty: 1514.529419
	Iteration 0F: 2 clusters Score -1140373 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 5581 members 
Entering Unmasked Estep 
Score: -1132431.875000 Penalty: 3029.058838
	Iteration 0F: 3 clusters Score -1132432 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1135247.500000 Penalty: 3029.058838
	Iteration 1F: 3 clusters Score -1135248 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1135706.750000 Penalty: 3029.058838
	Iteration 2F: 3 clusters Score -1135707 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1136154.875000 Penalty: 3029.058838
	Iteration 3F: 3 clusters Score -1136155 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1136622.750000 Penalty: 3029.058838
	Iteration 4F: 3 clusters Score -1136623 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1137134.500000 Penalty: 3029.058838
	Iteration 5F: 3 clusters Score -1137134 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1137616.250000 Penalty: 3029.058838
	Iteration 6F: 3 clusters Score -1137616 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1138056.000000 Penalty: 3029.058838
	Iteration 7F: 3 clusters Score -1138056 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1138458.750000 Penalty: 3029.058838
	Iteration 8Q: 3 clusters Score -1138459 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1138765.875000 Penalty: 3029.058838
	Iteration 9Q: 3 clusters Score -1138766 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1138951.375000 Penalty: 3029.058838
	Iteration 10Q: 3 clusters Score -1138951 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1139049.125000 Penalty: 3029.058838
	Iteration 11Q: 3 clusters Score -1139049 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1139110.875000 Penalty: 3029.058838
	Iteration 12Q: 3 clusters Score -1139111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1139164.375000 Penalty: 3029.058838
	Iteration 13Q: 3 clusters Score -1139164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1139201.875000 Penalty: 3029.058838
	Iteration 14Q: 3 clusters Score -1139202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1139232.125000 Penalty: 3029.058838
	Iteration 15Q: 3 clusters Score -1139232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1139273.750000 Penalty: 3029.058838
	Iteration 16Q: 3 clusters Score -1139274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1139310.875000 Penalty: 3029.058838
	Iteration 17Q: 3 clusters Score -1139311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1139342.250000 Penalty: 3029.058838
	Iteration 18Q: 3 clusters Score -1139342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1139361.750000 Penalty: 3029.058838
	Iteration 19Q: 3 clusters Score -1139362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1139376.875000 Penalty: 3029.058838
	Iteration 20F: 3 clusters Score -1139377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1139388.750000 Penalty: 3029.058838
	Iteration 21Q: 3 clusters Score -1139389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1139403.750000 Penalty: 3029.058838
	Iteration 22Q: 3 clusters Score -1139404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1139419.125000 Penalty: 3029.058838
	Iteration 23Q: 3 clusters Score -1139419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1139424.625000 Penalty: 3029.058838
	Iteration 24Q: 3 clusters Score -1139425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1139432.125000 Penalty: 3029.058838
	Iteration 25Q: 3 clusters Score -1139432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1139437.875000 Penalty: 3029.058838
	Iteration 26Q: 3 clusters Score -1139438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1139442.625000 Penalty: 3029.058838
	Iteration 27Q: 3 clusters Score -1139443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1139445.875000 Penalty: 3029.058838
	Iteration 28Q: 3 clusters Score -1139446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1139451.250000 Penalty: 3029.058838
	Iteration 29Q: 3 clusters Score -1139451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1139456.875000 Penalty: 3029.058838
	Iteration 30Q: 3 clusters Score -1139457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1139460.625000 Penalty: 3029.058838
	Iteration 31Q: 3 clusters Score -1139461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1139460.375000 Penalty: 3029.058838
	Iteration 32Q: 3 clusters Score -1139460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1139464.375000 Penalty: 3029.058838
	Iteration 33Q: 3 clusters Score -1139464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1139467.750000 Penalty: 3029.058838
	Iteration 34Q: 3 clusters Score -1139468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1139469.250000 Penalty: 3029.058838
	Iteration 35Q: 3 clusters Score -1139469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1139468.500000 Penalty: 3029.058838
	Iteration 36Q: 3 clusters Score -1139468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1139471.375000 Penalty: 3029.058838
	Iteration 37Q: 3 clusters Score -1139471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1139470.250000 Penalty: 3029.058838
	Iteration 38Q: 3 clusters Score -1139470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1139471.125000 Penalty: 3029.058838
	Iteration 39Q: 3 clusters Score -1139471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1139468.875000 Penalty: 3029.058838
	Iteration 40F: 3 clusters Score -1139469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1139466.875000 Penalty: 3029.058838
	Iteration 41Q: 3 clusters Score -1139467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1139467.625000 Penalty: 3029.058838
	Iteration 42Q: 3 clusters Score -1139468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1139467.625000 Penalty: 3029.058838
	Iteration 43F: 3 clusters Score -1139468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -361327.406250 Penalty: 1338.504395
	Iteration 0F: 2 clusters Score -361327.4 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 1901 members 
Entering Unmasked Estep 
Score: -358159.750000 Penalty: 2677.008789
	Iteration 0F: 3 clusters Score -358159.8 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -359078.718750 Penalty: 2677.008789
	Iteration 1F: 3 clusters Score -359078.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -359316.062500 Penalty: 2677.008789
	Iteration 2F: 3 clusters Score -359316.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -359542.812500 Penalty: 2677.008789
	Iteration 3F: 3 clusters Score -359542.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -359729.375000 Penalty: 2677.008789
	Iteration 4F: 3 clusters Score -359729.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -359884.156250 Penalty: 2677.008789
	Iteration 5F: 3 clusters Score -359884.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -360001.000000 Penalty: 2677.008789
	Iteration 6Q: 3 clusters Score -360001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -360091.937500 Penalty: 2677.008789
	Iteration 7Q: 3 clusters Score -360091.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -360169.625000 Penalty: 2677.008789
	Iteration 8Q: 3 clusters Score -360169.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -360231.406250 Penalty: 2677.008789
	Iteration 9Q: 3 clusters Score -360231.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -360281.000000 Penalty: 2677.008789
	Iteration 10Q: 3 clusters Score -360281 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -360312.187500 Penalty: 2677.008789
	Iteration 11Q: 3 clusters Score -360312.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -360342.656250 Penalty: 2677.008789
	Iteration 12Q: 3 clusters Score -360342.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -360364.093750 Penalty: 2677.008789
	Iteration 13Q: 3 clusters Score -360364.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -360380.687500 Penalty: 2677.008789
	Iteration 14Q: 3 clusters Score -360380.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -360399.968750 Penalty: 2677.008789
	Iteration 15Q: 3 clusters Score -360400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -360415.000000 Penalty: 2677.008789
	Iteration 16Q: 3 clusters Score -360415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -360430.937500 Penalty: 2677.008789
	Iteration 17Q: 3 clusters Score -360430.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -360445.437500 Penalty: 2677.008789
	Iteration 18Q: 3 clusters Score -360445.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -360456.718750 Penalty: 2677.008789
	Iteration 19Q: 3 clusters Score -360456.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -360469.062500 Penalty: 2677.008789
	Iteration 20F: 3 clusters Score -360469.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -360484.093750 Penalty: 2677.008789
	Iteration 21Q: 3 clusters Score -360484.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -360503.187500 Penalty: 2677.008789
	Iteration 22Q: 3 clusters Score -360503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -360516.593750 Penalty: 2677.008789
	Iteration 23Q: 3 clusters Score -360516.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -360526.625000 Penalty: 2677.008789
	Iteration 24Q: 3 clusters Score -360526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -360532.437500 Penalty: 2677.008789
	Iteration 25Q: 3 clusters Score -360532.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -360540.000000 Penalty: 2677.008789
	Iteration 26Q: 3 clusters Score -360540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -360549.031250 Penalty: 2677.008789
	Iteration 27Q: 3 clusters Score -360549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -360554.875000 Penalty: 2677.008789
	Iteration 28Q: 3 clusters Score -360554.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -360560.562500 Penalty: 2677.008789
	Iteration 29Q: 3 clusters Score -360560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -360562.750000 Penalty: 2677.008789
	Iteration 30Q: 3 clusters Score -360562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -360565.468750 Penalty: 2677.008789
	Iteration 31Q: 3 clusters Score -360565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -360567.031250 Penalty: 2677.008789
	Iteration 32Q: 3 clusters Score -360567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -360570.000000 Penalty: 2677.008789
	Iteration 33Q: 3 clusters Score -360570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -360572.687500 Penalty: 2677.008789
	Iteration 34Q: 3 clusters Score -360572.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -360576.500000 Penalty: 2677.008789
	Iteration 35Q: 3 clusters Score -360576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -360582.375000 Penalty: 2677.008789
	Iteration 36Q: 3 clusters Score -360582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -360588.343750 Penalty: 2677.008789
	Iteration 37Q: 3 clusters Score -360588.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -360593.843750 Penalty: 2677.008789
	Iteration 38Q: 3 clusters Score -360593.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -360599.562500 Penalty: 2677.008789
	Iteration 39Q: 3 clusters Score -360599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -360607.312500 Penalty: 2677.008789
	Iteration 40F: 3 clusters Score -360607.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -360617.406250 Penalty: 2677.008789
	Iteration 41Q: 3 clusters Score -360617.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -360626.250000 Penalty: 2677.008789
	Iteration 42Q: 3 clusters Score -360626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -360635.187500 Penalty: 2677.008789
	Iteration 43Q: 3 clusters Score -360635.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -360647.500000 Penalty: 2677.008789
	Iteration 44Q: 3 clusters Score -360647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -360654.312500 Penalty: 2677.008789
	Iteration 45Q: 3 clusters Score -360654.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -360666.531250 Penalty: 2677.008789
	Iteration 46Q: 3 clusters Score -360666.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -360678.937500 Penalty: 2677.008789
	Iteration 47Q: 3 clusters Score -360678.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -360685.875000 Penalty: 2677.008789
	Iteration 48Q: 3 clusters Score -360685.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -360698.718750 Penalty: 2677.008789
	Iteration 49Q: 3 clusters Score -360698.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -360709.750000 Penalty: 2677.008789
	Iteration 50Q: 3 clusters Score -360709.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -360727.437500 Penalty: 2677.008789
	Iteration 51Q: 3 clusters Score -360727.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -360745.843750 Penalty: 2677.008789
	Iteration 52Q: 3 clusters Score -360745.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -360760.406250 Penalty: 2677.008789
	Iteration 53Q: 3 clusters Score -360760.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -360767.406250 Penalty: 2677.008789
	Iteration 54Q: 3 clusters Score -360767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -360773.281250 Penalty: 2677.008789
	Iteration 55Q: 3 clusters Score -360773.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -360779.593750 Penalty: 2677.008789
	Iteration 56Q: 3 clusters Score -360779.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -360785.406250 Penalty: 2677.008789
	Iteration 57Q: 3 clusters Score -360785.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -360791.562500 Penalty: 2677.008789
	Iteration 58Q: 3 clusters Score -360791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -360794.656250 Penalty: 2677.008789
	Iteration 59Q: 3 clusters Score -360794.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -360797.187500 Penalty: 2677.008789
	Iteration 60F: 3 clusters Score -360797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -360797.375000 Penalty: 2677.008789
	Iteration 61Q: 3 clusters Score -360797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -360797.843750 Penalty: 2677.008789
	Iteration 62Q: 3 clusters Score -360797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -360798.250000 Penalty: 2677.008789
	Iteration 63Q: 3 clusters Score -360798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -360798.250000 Penalty: 2677.008789
	Iteration 64F: 3 clusters Score -360798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (79159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Entering Unmasked Estep 
Score: -8188101.000000 Penalty: 1832.872314
	Iteration 0F: 2 clusters Score -8188101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8134960.500000 Penalty: 3665.744629
	Iteration 0F: 3 clusters Score -8134960 nChanged 37759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -8156508.000000 Penalty: 3665.744629
	Iteration 1F: 3 clusters Score -8156508 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -8157010.500000 Penalty: 3665.744629
	Iteration 2Q: 3 clusters Score -8157010 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8157495.500000 Penalty: 3665.744629
	Iteration 3Q: 3 clusters Score -8157496 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8158065.500000 Penalty: 3665.744629
	Iteration 4Q: 3 clusters Score -8158066 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8158813.500000 Penalty: 3665.744629
	Iteration 5Q: 3 clusters Score -8158814 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -8159953.500000 Penalty: 3665.744629
	Iteration 6Q: 3 clusters Score -8159954 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -8161844.500000 Penalty: 3665.744629
	Iteration 7Q: 3 clusters Score -8161844 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -8164979.000000 Penalty: 3665.744629
	Iteration 8F: 3 clusters Score -8164979 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -8169710.000000 Penalty: 3665.744629
	Iteration 9F: 3 clusters Score -8169710 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -8175244.500000 Penalty: 3665.744629
	Iteration 10F: 3 clusters Score -8175244 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -8180100.500000 Penalty: 3665.744629
	Iteration 11F: 3 clusters Score -8180100 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -8183214.000000 Penalty: 3665.744629
	Iteration 12Q: 3 clusters Score -8183214 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -8184914.500000 Penalty: 3665.744629
	Iteration 13Q: 3 clusters Score -8184914 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -8185820.000000 Penalty: 3665.744629
	Iteration 14Q: 3 clusters Score -8185820 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -8186175.000000 Penalty: 3665.744629
	Iteration 15Q: 3 clusters Score -8186175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -8186365.000000 Penalty: 3665.744629
	Iteration 16Q: 3 clusters Score -8186365 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -8186449.500000 Penalty: 3665.744629
	Iteration 17Q: 3 clusters Score -8186450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -8186503.500000 Penalty: 3665.744629
	Iteration 18Q: 3 clusters Score -8186504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -8186546.000000 Penalty: 3665.744629
	Iteration 19Q: 3 clusters Score -8186546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -8186583.500000 Penalty: 3665.744629
	Iteration 20F: 3 clusters Score -8186584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -8186598.500000 Penalty: 3665.744629
	Iteration 21Q: 3 clusters Score -8186598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -8186624.500000 Penalty: 3665.744629
	Iteration 22Q: 3 clusters Score -8186624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -8186634.000000 Penalty: 3665.744629
	Iteration 23Q: 3 clusters Score -8186634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -8186646.000000 Penalty: 3665.744629
	Iteration 24Q: 3 clusters Score -8186646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -8186653.500000 Penalty: 3665.744629
	Iteration 25Q: 3 clusters Score -8186654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -8186653.500000 Penalty: 3665.744629
	Iteration 26F: 3 clusters Score -8186654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -348146.312500 Penalty: 1337.814697
	Iteration 0F: 2 clusters Score -348146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -344879.250000 Penalty: 2675.629395
	Iteration 0F: 3 clusters Score -344879.2 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -345897.468750 Penalty: 2675.629395
	Iteration 1F: 3 clusters Score -345897.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -346219.000000 Penalty: 2675.629395
	Iteration 2F: 3 clusters Score -346219 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -346432.843750 Penalty: 2675.629395
	Iteration 3F: 3 clusters Score -346432.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -346587.500000 Penalty: 2675.629395
	Iteration 4F: 3 clusters Score -346587.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -346762.500000 Penalty: 2675.629395
	Iteration 5Q: 3 clusters Score -346762.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -346884.500000 Penalty: 2675.629395
	Iteration 6Q: 3 clusters Score -346884.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -346962.593750 Penalty: 2675.629395
	Iteration 7Q: 3 clusters Score -346962.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -347014.343750 Penalty: 2675.629395
	Iteration 8Q: 3 clusters Score -347014.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -347054.031250 Penalty: 2675.629395
	Iteration 9Q: 3 clusters Score -347054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -347096.312500 Penalty: 2675.629395
	Iteration 10Q: 3 clusters Score -347096.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -347134.375000 Penalty: 2675.629395
	Iteration 11Q: 3 clusters Score -347134.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -347155.718750 Penalty: 2675.629395
	Iteration 12Q: 3 clusters Score -347155.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -347175.375000 Penalty: 2675.629395
	Iteration 13Q: 3 clusters Score -347175.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -347187.593750 Penalty: 2675.629395
	Iteration 14Q: 3 clusters Score -347187.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -347195.062500 Penalty: 2675.629395
	Iteration 15Q: 3 clusters Score -347195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -347203.625000 Penalty: 2675.629395
	Iteration 16Q: 3 clusters Score -347203.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -347219.593750 Penalty: 2675.629395
	Iteration 17Q: 3 clusters Score -347219.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -347234.781250 Penalty: 2675.629395
	Iteration 18Q: 3 clusters Score -347234.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -347247.687500 Penalty: 2675.629395
	Iteration 19Q: 3 clusters Score -347247.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -347265.250000 Penalty: 2675.629395
	Iteration 20F: 3 clusters Score -347265.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -347280.750000 Penalty: 2675.629395
	Iteration 21Q: 3 clusters Score -347280.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -347296.218750 Penalty: 2675.629395
	Iteration 22Q: 3 clusters Score -347296.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -347311.968750 Penalty: 2675.629395
	Iteration 23Q: 3 clusters Score -347312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -347325.687500 Penalty: 2675.629395
	Iteration 24Q: 3 clusters Score -347325.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -347337.593750 Penalty: 2675.629395
	Iteration 25Q: 3 clusters Score -347337.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -347344.593750 Penalty: 2675.629395
	Iteration 26Q: 3 clusters Score -347344.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -347351.593750 Penalty: 2675.629395
	Iteration 27Q: 3 clusters Score -347351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -347359.968750 Penalty: 2675.629395
	Iteration 28Q: 3 clusters Score -347360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -347363.968750 Penalty: 2675.629395
	Iteration 29Q: 3 clusters Score -347364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -347367.218750 Penalty: 2675.629395
	Iteration 30Q: 3 clusters Score -347367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -347368.781250 Penalty: 2675.629395
	Iteration 31Q: 3 clusters Score -347368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -347370.625000 Penalty: 2675.629395
	Iteration 32Q: 3 clusters Score -347370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -347371.968750 Penalty: 2675.629395
	Iteration 33Q: 3 clusters Score -347372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -347375.906250 Penalty: 2675.629395
	Iteration 34Q: 3 clusters Score -347375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -347385.250000 Penalty: 2675.629395
	Iteration 35Q: 3 clusters Score -347385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -347394.906250 Penalty: 2675.629395
	Iteration 36Q: 3 clusters Score -347394.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -347402.937500 Penalty: 2675.629395
	Iteration 37Q: 3 clusters Score -347402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -347408.250000 Penalty: 2675.629395
	Iteration 38Q: 3 clusters Score -347408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -347416.968750 Penalty: 2675.629395
	Iteration 39Q: 3 clusters Score -347417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -347429.656250 Penalty: 2675.629395
	Iteration 40F: 3 clusters Score -347429.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -347438.187500 Penalty: 2675.629395
	Iteration 41Q: 3 clusters Score -347438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -347447.937500 Penalty: 2675.629395
	Iteration 42Q: 3 clusters Score -347447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -347461.062500 Penalty: 2675.629395
	Iteration 43Q: 3 clusters Score -347461.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -347474.812500 Penalty: 2675.629395
	Iteration 44Q: 3 clusters Score -347474.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -347483.250000 Penalty: 2675.629395
	Iteration 45Q: 3 clusters Score -347483.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -347493.781250 Penalty: 2675.629395
	Iteration 46Q: 3 clusters Score -347493.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -347502.906250 Penalty: 2675.629395
	Iteration 47Q: 3 clusters Score -347502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -347512.562500 Penalty: 2675.629395
	Iteration 48Q: 3 clusters Score -347512.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -347519.968750 Penalty: 2675.629395
	Iteration 49Q: 3 clusters Score -347520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -347530.937500 Penalty: 2675.629395
	Iteration 50Q: 3 clusters Score -347530.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -347543.437500 Penalty: 2675.629395
	Iteration 51Q: 3 clusters Score -347543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -347551.000000 Penalty: 2675.629395
	Iteration 52Q: 3 clusters Score -347551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -347555.500000 Penalty: 2675.629395
	Iteration 53Q: 3 clusters Score -347555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -347560.281250 Penalty: 2675.629395
	Iteration 54Q: 3 clusters Score -347560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -347564.531250 Penalty: 2675.629395
	Iteration 55Q: 3 clusters Score -347564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -347577.531250 Penalty: 2675.629395
	Iteration 56Q: 3 clusters Score -347577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -347586.750000 Penalty: 2675.629395
	Iteration 57Q: 3 clusters Score -347586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -347594.875000 Penalty: 2675.629395
	Iteration 58Q: 3 clusters Score -347594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -347603.781250 Penalty: 2675.629395
	Iteration 59Q: 3 clusters Score -347603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -347607.968750 Penalty: 2675.629395
	Iteration 60F: 3 clusters Score -347608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -347615.500000 Penalty: 2675.629395
	Iteration 61Q: 3 clusters Score -347615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -347621.406250 Penalty: 2675.629395
	Iteration 62Q: 3 clusters Score -347621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -347623.781250 Penalty: 2675.629395
	Iteration 63Q: 3 clusters Score -347623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -347629.343750 Penalty: 2675.629395
	Iteration 64Q: 3 clusters Score -347629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -347634.437500 Penalty: 2675.629395
	Iteration 65Q: 3 clusters Score -347634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -347639.187500 Penalty: 2675.629395
	Iteration 66Q: 3 clusters Score -347639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -347640.593750 Penalty: 2675.629395
	Iteration 67Q: 3 clusters Score -347640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -347641.937500 Penalty: 2675.629395
	Iteration 68Q: 3 clusters Score -347641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -347645.343750 Penalty: 2675.629395
	Iteration 69Q: 3 clusters Score -347645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -347650.062500 Penalty: 2675.629395
	Iteration 70Q: 3 clusters Score -347650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -347653.343750 Penalty: 2675.629395
	Iteration 71Q: 3 clusters Score -347653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -347657.125000 Penalty: 2675.629395
	Iteration 72Q: 3 clusters Score -347657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -347661.375000 Penalty: 2675.629395
	Iteration 73Q: 3 clusters Score -347661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -347665.281250 Penalty: 2675.629395
	Iteration 74Q: 3 clusters Score -347665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -347665.625000 Penalty: 2675.629395
	Iteration 75Q: 3 clusters Score -347665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -347665.625000 Penalty: 2675.629395
	Iteration 76F: 3 clusters Score -347665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -408884.500000 Penalty: 1353.334106
	Iteration 0F: 2 clusters Score -408884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -405447.156250 Penalty: 2706.668213
	Iteration 0F: 3 clusters Score -405447.2 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -406380.281250 Penalty: 2706.668213
	Iteration 1F: 3 clusters Score -406380.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -406550.437500 Penalty: 2706.668213
	Iteration 2F: 3 clusters Score -406550.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -406689.531250 Penalty: 2706.668213
	Iteration 3F: 3 clusters Score -406689.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -406831.125000 Penalty: 2706.668213
	Iteration 4Q: 3 clusters Score -406831.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -406976.406250 Penalty: 2706.668213
	Iteration 5Q: 3 clusters Score -406976.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -407113.750000 Penalty: 2706.668213
	Iteration 6Q: 3 clusters Score -407113.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -407212.937500 Penalty: 2706.668213
	Iteration 7Q: 3 clusters Score -407212.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -407326.937500 Penalty: 2706.668213
	Iteration 8Q: 3 clusters Score -407326.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -407462.187500 Penalty: 2706.668213
	Iteration 9Q: 3 clusters Score -407462.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -407602.843750 Penalty: 2706.668213
	Iteration 10Q: 3 clusters Score -407602.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -407731.781250 Penalty: 2706.668213
	Iteration 11Q: 3 clusters Score -407731.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407869.468750 Penalty: 2706.668213
	Iteration 12Q: 3 clusters Score -407869.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -407975.593750 Penalty: 2706.668213
	Iteration 13Q: 3 clusters Score -407975.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408028.625000 Penalty: 2706.668213
	Iteration 14Q: 3 clusters Score -408028.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -408058.781250 Penalty: 2706.668213
	Iteration 15Q: 3 clusters Score -408058.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -408074.625000 Penalty: 2706.668213
	Iteration 16Q: 3 clusters Score -408074.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408080.093750 Penalty: 2706.668213
	Iteration 17Q: 3 clusters Score -408080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -408083.843750 Penalty: 2706.668213
	Iteration 18Q: 3 clusters Score -408083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408085.250000 Penalty: 2706.668213
	Iteration 19Q: 3 clusters Score -408085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -408089.031250 Penalty: 2706.668213
	Iteration 20F: 3 clusters Score -408089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -408091.531250 Penalty: 2706.668213
	Iteration 21Q: 3 clusters Score -408091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -408094.625000 Penalty: 2706.668213
	Iteration 22Q: 3 clusters Score -408094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -408098.968750 Penalty: 2706.668213
	Iteration 23Q: 3 clusters Score -408099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -408099.937500 Penalty: 2706.668213
	Iteration 24Q: 3 clusters Score -408099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -408100.718750 Penalty: 2706.668213
	Iteration 25Q: 3 clusters Score -408100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408101.593750 Penalty: 2706.668213
	Iteration 26Q: 3 clusters Score -408101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -408103.531250 Penalty: 2706.668213
	Iteration 27Q: 3 clusters Score -408103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408105.562500 Penalty: 2706.668213
	Iteration 28Q: 3 clusters Score -408105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -408107.625000 Penalty: 2706.668213
	Iteration 29Q: 3 clusters Score -408107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -408108.906250 Penalty: 2706.668213
	Iteration 30Q: 3 clusters Score -408108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -408109.781250 Penalty: 2706.668213
	Iteration 31Q: 3 clusters Score -408109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -408110.250000 Penalty: 2706.668213
	Iteration 32Q: 3 clusters Score -408110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408109.781250 Penalty: 2706.668213
	Iteration 33Q: 3 clusters Score -408109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408112.093750 Penalty: 2706.668213
	Iteration 34Q: 3 clusters Score -408112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408112.343750 Penalty: 2706.668213
	Iteration 35Q: 3 clusters Score -408112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408112.343750 Penalty: 2706.668213
	Iteration 36Q: 3 clusters Score -408112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408112.343750 Penalty: 2706.668213
	Iteration 37F: 3 clusters Score -408112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -383317.187500 Penalty: 1362.790161
	Iteration 0F: 2 clusters Score -383317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -379709.468750 Penalty: 2725.580322
	Iteration 0F: 3 clusters Score -379709.5 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -380845.343750 Penalty: 2725.580322
	Iteration 1F: 3 clusters Score -380845.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -381116.218750 Penalty: 2725.580322
	Iteration 2F: 3 clusters Score -381116.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -381319.781250 Penalty: 2725.580322
	Iteration 3F: 3 clusters Score -381319.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -381497.125000 Penalty: 2725.580322
	Iteration 4F: 3 clusters Score -381497.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -381642.593750 Penalty: 2725.580322
	Iteration 5F: 3 clusters Score -381642.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -381752.562500 Penalty: 2725.580322
	Iteration 6Q: 3 clusters Score -381752.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -381828.750000 Penalty: 2725.580322
	Iteration 7Q: 3 clusters Score -381828.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -381876.437500 Penalty: 2725.580322
	Iteration 8Q: 3 clusters Score -381876.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -381921.875000 Penalty: 2725.580322
	Iteration 9Q: 3 clusters Score -381921.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -381968.843750 Penalty: 2725.580322
	Iteration 10Q: 3 clusters Score -381968.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -382005.375000 Penalty: 2725.580322
	Iteration 11Q: 3 clusters Score -382005.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -382034.406250 Penalty: 2725.580322
	Iteration 12Q: 3 clusters Score -382034.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -382076.718750 Penalty: 2725.580322
	Iteration 13Q: 3 clusters Score -382076.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -382121.781250 Penalty: 2725.580322
	Iteration 14Q: 3 clusters Score -382121.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -382163.781250 Penalty: 2725.580322
	Iteration 15Q: 3 clusters Score -382163.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -382206.406250 Penalty: 2725.580322
	Iteration 16Q: 3 clusters Score -382206.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -382243.593750 Penalty: 2725.580322
	Iteration 17Q: 3 clusters Score -382243.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -382283.218750 Penalty: 2725.580322
	Iteration 18Q: 3 clusters Score -382283.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -382307.437500 Penalty: 2725.580322
	Iteration 19Q: 3 clusters Score -382307.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -382329.281250 Penalty: 2725.580322
	Iteration 20F: 3 clusters Score -382329.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -382353.437500 Penalty: 2725.580322
	Iteration 21Q: 3 clusters Score -382353.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -382375.468750 Penalty: 2725.580322
	Iteration 22Q: 3 clusters Score -382375.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -382396.875000 Penalty: 2725.580322
	Iteration 23Q: 3 clusters Score -382396.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -382423.656250 Penalty: 2725.580322
	Iteration 24Q: 3 clusters Score -382423.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -382446.906250 Penalty: 2725.580322
	Iteration 25Q: 3 clusters Score -382446.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -382467.531250 Penalty: 2725.580322
	Iteration 26Q: 3 clusters Score -382467.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -382484.187500 Penalty: 2725.580322
	Iteration 27Q: 3 clusters Score -382484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -382502.125000 Penalty: 2725.580322
	Iteration 28Q: 3 clusters Score -382502.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -382517.437500 Penalty: 2725.580322
	Iteration 29Q: 3 clusters Score -382517.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -382535.187500 Penalty: 2725.580322
	Iteration 30Q: 3 clusters Score -382535.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -382550.093750 Penalty: 2725.580322
	Iteration 31Q: 3 clusters Score -382550.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -382557.937500 Penalty: 2725.580322
	Iteration 32Q: 3 clusters Score -382557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -382562.906250 Penalty: 2725.580322
	Iteration 33Q: 3 clusters Score -382562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -382565.937500 Penalty: 2725.580322
	Iteration 34Q: 3 clusters Score -382565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -382567.781250 Penalty: 2725.580322
	Iteration 35Q: 3 clusters Score -382567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -382568.812500 Penalty: 2725.580322
	Iteration 36Q: 3 clusters Score -382568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -382570.156250 Penalty: 2725.580322
	Iteration 37Q: 3 clusters Score -382570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -382571.562500 Penalty: 2725.580322
	Iteration 38Q: 3 clusters Score -382571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -382572.125000 Penalty: 2725.580322
	Iteration 39Q: 3 clusters Score -382572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -382574.281250 Penalty: 2725.580322
	Iteration 40F: 3 clusters Score -382574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -382574.500000 Penalty: 2725.580322
	Iteration 41Q: 3 clusters Score -382574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -382575.750000 Penalty: 2725.580322
	Iteration 42Q: 3 clusters Score -382575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -382576.468750 Penalty: 2725.580322
	Iteration 43Q: 3 clusters Score -382576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -382578.906250 Penalty: 2725.580322
	Iteration 44Q: 3 clusters Score -382578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -382579.062500 Penalty: 2725.580322
	Iteration 45Q: 3 clusters Score -382579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -382579.625000 Penalty: 2725.580322
	Iteration 46Q: 3 clusters Score -382579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -382580.968750 Penalty: 2725.580322
	Iteration 47Q: 3 clusters Score -382581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -382582.218750 Penalty: 2725.580322
	Iteration 48Q: 3 clusters Score -382582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -382582.218750 Penalty: 2725.580322
	Iteration 49F: 3 clusters Score -382582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 45964 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21964 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 9917 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 25734 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 64719 members 
Mstep: Class 26 contains 19986 members 
Mstep: Class 27 contains 8761 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8024 members 
Mstep: Class 31 contains 3608 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27121 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28009 members 
Mstep: Class 38 contains 11161 members 
Mstep: Class 39 contains 3778 members 
Mstep: Class 40 contains 79159 members 
Mstep: Class 41 contains 3762 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943576.000000 Penalty: 92448.960938
Iteration 119Q: 44 clusters Score -5.494358e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 45966 members 
Mstep: Class 10 contains 76359 members 
Mstep: Class 11 contains 21967 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 25737 members 
Mstep: Class 21 contains 10000 members 
Mstep: Class 22 contains 2363 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 64723 members 
Mstep: Class 26 contains 19979 members 
Mstep: Class 27 contains 8761 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8023 members 
Mstep: Class 31 contains 3606 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27086 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11164 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 79167 members 
Mstep: Class 41 contains 3762 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943588.000000 Penalty: 92448.960938
Iteration 120F: 44 clusters Score -5.494359e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21967 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 25739 members 
Mstep: Class 21 contains 10000 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 64717 members 
Mstep: Class 26 contains 19975 members 
Mstep: Class 27 contains 8763 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8023 members 
Mstep: Class 31 contains 3606 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27074 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11165 members 
Mstep: Class 39 contains 3806 members 
Mstep: Class 40 contains 79169 members 
Mstep: Class 41 contains 3763 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943640.000000 Penalty: 92448.960938
Iteration 121Q: 44 clusters Score -5.494364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 45965 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21970 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 25742 members 
Mstep: Class 21 contains 10000 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 64715 members 
Mstep: Class 26 contains 19972 members 
Mstep: Class 27 contains 8764 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8022 members 
Mstep: Class 31 contains 3606 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27059 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11171 members 
Mstep: Class 39 contains 3820 members 
Mstep: Class 40 contains 79173 members 
Mstep: Class 41 contains 3763 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943600.000000 Penalty: 92448.960938
Iteration 122Q: 44 clusters Score -5.49436e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21971 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 17 contains 9912 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 20 contains 25745 members 
Mstep: Class 21 contains 10002 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2297 members 
Mstep: Class 25 contains 64711 members 
Mstep: Class 26 contains 19964 members 
Mstep: Class 27 contains 8765 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8022 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27053 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11179 members 
Mstep: Class 39 contains 3826 members 
Mstep: Class 40 contains 79173 members 
Mstep: Class 41 contains 3764 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943588.000000 Penalty: 92448.960938
Iteration 123Q: 44 clusters Score -5.494359e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 45967 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15247 members 
Mstep: Class 20 contains 25748 members 
Mstep: Class 21 contains 10004 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 64710 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 8769 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27049 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28002 members 
Mstep: Class 38 contains 11188 members 
Mstep: Class 39 contains 3829 members 
Mstep: Class 40 contains 79173 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943644.000000 Penalty: 92448.960938
Iteration 124Q: 44 clusters Score -5.494364e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 45967 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 25746 members 
Mstep: Class 21 contains 10007 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2295 members 
Mstep: Class 25 contains 64710 members 
Mstep: Class 26 contains 19946 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27048 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28002 members 
Mstep: Class 38 contains 11195 members 
Mstep: Class 39 contains 3832 members 
Mstep: Class 40 contains 79173 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943628.000000 Penalty: 92448.960938
Iteration 125Q: 44 clusters Score -5.494363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 45965 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7618 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 25748 members 
Mstep: Class 21 contains 10010 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 64711 members 
Mstep: Class 26 contains 19937 members 
Mstep: Class 27 contains 8779 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27046 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 28004 members 
Mstep: Class 38 contains 11200 members 
Mstep: Class 39 contains 3832 members 
Mstep: Class 40 contains 79174 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943632.000000 Penalty: 92448.960938
Iteration 126Q: 44 clusters Score -5.494363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8843 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 25749 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 64710 members 
Mstep: Class 26 contains 19923 members 
Mstep: Class 27 contains 8781 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27043 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 79171 members 
Mstep: Class 41 contains 3764 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943584.000000 Penalty: 92448.960938
Iteration 127Q: 44 clusters Score -5.494358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 25751 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 64707 members 
Mstep: Class 26 contains 19910 members 
Mstep: Class 27 contains 8788 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27042 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11210 members 
Mstep: Class 39 contains 3839 members 
Mstep: Class 40 contains 79170 members 
Mstep: Class 41 contains 3764 members 
Mstep: Class 42 contains 4139 members 
Mstep: Class 43 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943628.000000 Penalty: 92448.960938
Iteration 128Q: 44 clusters Score -5.494363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45968 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 25752 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 64706 members 
Mstep: Class 26 contains 19906 members 
Mstep: Class 27 contains 8793 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27040 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28004 members 
Mstep: Class 38 contains 11212 members 
Mstep: Class 39 contains 3843 members 
Mstep: Class 40 contains 79168 members 
Mstep: Class 41 contains 3764 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943680.000000 Penalty: 92448.960938
Iteration 129Q: 44 clusters Score -5.494368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45966 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21973 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15243 members 
Mstep: Class 20 contains 25754 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 64703 members 
Mstep: Class 26 contains 19901 members 
Mstep: Class 27 contains 8796 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27041 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28004 members 
Mstep: Class 38 contains 11215 members 
Mstep: Class 39 contains 3847 members 
Mstep: Class 40 contains 79170 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943700.000000 Penalty: 92448.960938
Iteration 130Q: 44 clusters Score -5.49437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1910 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45964 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21973 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 25755 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 64704 members 
Mstep: Class 26 contains 19900 members 
Mstep: Class 27 contains 8801 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27032 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11210 members 
Mstep: Class 39 contains 3856 members 
Mstep: Class 40 contains 79171 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943700.000000 Penalty: 92448.960938
Iteration 131Q: 44 clusters Score -5.49437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45962 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 25755 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2289 members 
Mstep: Class 25 contains 64705 members 
Mstep: Class 26 contains 19898 members 
Mstep: Class 27 contains 8802 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27026 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11208 members 
Mstep: Class 39 contains 3859 members 
Mstep: Class 40 contains 79172 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943708.000000 Penalty: 92448.960938
Iteration 132Q: 44 clusters Score -5.494371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45960 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 64705 members 
Mstep: Class 26 contains 19897 members 
Mstep: Class 27 contains 8807 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5347 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27019 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11208 members 
Mstep: Class 39 contains 3861 members 
Mstep: Class 40 contains 79174 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943740.000000 Penalty: 92448.960938
Iteration 133Q: 44 clusters Score -5.494374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45960 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 64706 members 
Mstep: Class 26 contains 19895 members 
Mstep: Class 27 contains 8806 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27018 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11209 members 
Mstep: Class 39 contains 3863 members 
Mstep: Class 40 contains 79173 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943692.000000 Penalty: 92448.960938
Iteration 134Q: 44 clusters Score -5.494369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 45959 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7911 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 10024 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 64706 members 
Mstep: Class 26 contains 19895 members 
Mstep: Class 27 contains 8809 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27014 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11209 members 
Mstep: Class 39 contains 3864 members 
Mstep: Class 40 contains 79176 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943680.000000 Penalty: 92448.960938
Iteration 135Q: 44 clusters Score -5.494368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 45957 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7910 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 25758 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 2284 members 
Mstep: Class 25 contains 64705 members 
Mstep: Class 26 contains 19892 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5348 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27008 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11212 members 
Mstep: Class 39 contains 3865 members 
Mstep: Class 40 contains 79180 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943656.000000 Penalty: 92448.960938
Iteration 136Q: 44 clusters Score -5.494366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 45958 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7612 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 25758 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2240 members 
Mstep: Class 24 contains 2283 members 
Mstep: Class 25 contains 64704 members 
Mstep: Class 26 contains 19890 members 
Mstep: Class 27 contains 8815 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27007 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11217 members 
Mstep: Class 39 contains 3865 members 
Mstep: Class 40 contains 79182 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943632.000000 Penalty: 92448.960938
Iteration 137Q: 44 clusters Score -5.494363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 45957 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7612 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 25759 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 64703 members 
Mstep: Class 26 contains 19886 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27008 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11222 members 
Mstep: Class 39 contains 3866 members 
Mstep: Class 40 contains 79185 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943632.000000 Penalty: 92448.960938
Iteration 138Q: 44 clusters Score -5.494363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 45956 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25759 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 64702 members 
Mstep: Class 26 contains 19880 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 27007 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11228 members 
Mstep: Class 39 contains 3868 members 
Mstep: Class 40 contains 79186 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943580.000000 Penalty: 92448.960938
Iteration 139Q: 44 clusters Score -5.494358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45956 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9902 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25760 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 64702 members 
Mstep: Class 26 contains 19877 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 27001 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11229 members 
Mstep: Class 39 contains 3872 members 
Mstep: Class 40 contains 79188 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943588.000000 Penalty: 92448.960938
Iteration 140F: 44 clusters Score -5.494359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45956 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 9901 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25760 members 
Mstep: Class 21 contains 10029 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 64702 members 
Mstep: Class 26 contains 19874 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 26996 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 28008 members 
Mstep: Class 38 contains 11230 members 
Mstep: Class 39 contains 3876 members 
Mstep: Class 40 contains 79190 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943600.000000 Penalty: 92448.960938
Iteration 141Q: 44 clusters Score -5.49436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45954 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9902 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25761 members 
Mstep: Class 21 contains 10030 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 64704 members 
Mstep: Class 26 contains 19873 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 5342 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 26988 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11232 members 
Mstep: Class 39 contains 3881 members 
Mstep: Class 40 contains 79193 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943608.000000 Penalty: 92448.960938
Iteration 142Q: 44 clusters Score -5.494361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8837 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9900 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25762 members 
Mstep: Class 21 contains 10032 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64704 members 
Mstep: Class 26 contains 19871 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5341 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26981 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11235 members 
Mstep: Class 39 contains 3885 members 
Mstep: Class 40 contains 79196 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943596.000000 Penalty: 92448.960938
Iteration 143Q: 44 clusters Score -5.49436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7908 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9899 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25763 members 
Mstep: Class 21 contains 10035 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64704 members 
Mstep: Class 26 contains 19867 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26978 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11238 members 
Mstep: Class 39 contains 3887 members 
Mstep: Class 40 contains 79196 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943572.000000 Penalty: 92448.960938
Iteration 144Q: 44 clusters Score -5.494357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45952 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7907 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 9902 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25764 members 
Mstep: Class 21 contains 10035 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64704 members 
Mstep: Class 26 contains 19864 members 
Mstep: Class 27 contains 8830 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5334 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26975 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 28005 members 
Mstep: Class 38 contains 11240 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79198 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943568.000000 Penalty: 92448.960938
Iteration 145Q: 44 clusters Score -5.494357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45951 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7907 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 25768 members 
Mstep: Class 21 contains 10038 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64703 members 
Mstep: Class 26 contains 19864 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5330 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26972 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11239 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79199 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943516.000000 Penalty: 92448.960938
Iteration 146Q: 44 clusters Score -5.494352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45952 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7906 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 25773 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64701 members 
Mstep: Class 26 contains 19860 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26970 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11241 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79197 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943476.000000 Penalty: 92448.960938
Iteration 147Q: 44 clusters Score -5.494348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 25775 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64701 members 
Mstep: Class 26 contains 19859 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26968 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11243 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79196 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943500.000000 Penalty: 92448.960938
Iteration 148Q: 44 clusters Score -5.49435e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7903 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 25778 members 
Mstep: Class 21 contains 10039 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 64701 members 
Mstep: Class 26 contains 19852 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26968 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11245 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79193 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943484.000000 Penalty: 92448.960938
Iteration 149Q: 44 clusters Score -5.494348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7903 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25780 members 
Mstep: Class 21 contains 10038 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64700 members 
Mstep: Class 26 contains 19848 members 
Mstep: Class 27 contains 8840 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26969 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11251 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79195 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943488.000000 Penalty: 92448.960938
Iteration 150Q: 44 clusters Score -5.494349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45947 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7612 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25784 members 
Mstep: Class 21 contains 10039 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64698 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 8840 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26969 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11256 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 79195 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943520.000000 Penalty: 92448.960938
Iteration 151Q: 44 clusters Score -5.494352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7609 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10041 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64698 members 
Mstep: Class 26 contains 19843 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3149 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26969 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3889 members 
Mstep: Class 40 contains 79191 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943564.000000 Penalty: 92448.960938
Iteration 152Q: 44 clusters Score -5.494356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64698 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8020 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26969 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3890 members 
Mstep: Class 40 contains 79190 members 
Mstep: Class 41 contains 3765 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943548.000000 Penalty: 92448.960938
Iteration 153Q: 44 clusters Score -5.494355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 25784 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64698 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26969 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11263 members 
Mstep: Class 39 contains 3891 members 
Mstep: Class 40 contains 79190 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943548.000000 Penalty: 92448.960938
Iteration 154Q: 44 clusters Score -5.494355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25784 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64698 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26968 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11263 members 
Mstep: Class 39 contains 3892 members 
Mstep: Class 40 contains 79190 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943552.000000 Penalty: 92448.960938
Iteration 155Q: 44 clusters Score -5.494355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25783 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64698 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26966 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11263 members 
Mstep: Class 39 contains 3894 members 
Mstep: Class 40 contains 79190 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943560.000000 Penalty: 92448.960938
Iteration 156Q: 44 clusters Score -5.494356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64696 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26966 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11262 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 79189 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943556.000000 Penalty: 92448.960938
Iteration 157Q: 44 clusters Score -5.494356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64696 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 8840 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26965 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28007 members 
Mstep: Class 38 contains 11263 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 79189 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943572.000000 Penalty: 92448.960938
Iteration 158Q: 44 clusters Score -5.494357e+07 nChanged 4
Entering ConstructFrom: 
Score: -54943572.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (6941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Entering Unmasked Estep 
Score: -708431.312500 Penalty: 1437.345215
	Iteration 0F: 2 clusters Score -708431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -703297.312500 Penalty: 2874.690430
	Iteration 0F: 3 clusters Score -703297.3 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -704859.375000 Penalty: 2874.690430
	Iteration 1F: 3 clusters Score -704859.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -705123.937500 Penalty: 2874.690430
	Iteration 2F: 3 clusters Score -705123.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -705343.375000 Penalty: 2874.690430
	Iteration 3F: 3 clusters Score -705343.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -705564.625000 Penalty: 2874.690430
	Iteration 4Q: 3 clusters Score -705564.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -705845.000000 Penalty: 2874.690430
	Iteration 5F: 3 clusters Score -705845 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -706133.625000 Penalty: 2874.690430
	Iteration 6F: 3 clusters Score -706133.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -706448.812500 Penalty: 2874.690430
	Iteration 7F: 3 clusters Score -706448.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -706792.750000 Penalty: 2874.690430
	Iteration 8F: 3 clusters Score -706792.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -707072.750000 Penalty: 2874.690430
	Iteration 9F: 3 clusters Score -707072.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -707262.000000 Penalty: 2874.690430
	Iteration 10Q: 3 clusters Score -707262 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -707372.250000 Penalty: 2874.690430
	Iteration 11Q: 3 clusters Score -707372.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -707446.187500 Penalty: 2874.690430
	Iteration 12Q: 3 clusters Score -707446.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -707489.937500 Penalty: 2874.690430
	Iteration 13Q: 3 clusters Score -707489.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -707524.437500 Penalty: 2874.690430
	Iteration 14Q: 3 clusters Score -707524.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -707552.875000 Penalty: 2874.690430
	Iteration 15Q: 3 clusters Score -707552.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -707574.812500 Penalty: 2874.690430
	Iteration 16Q: 3 clusters Score -707574.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -707600.625000 Penalty: 2874.690430
	Iteration 17Q: 3 clusters Score -707600.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -707630.375000 Penalty: 2874.690430
	Iteration 18Q: 3 clusters Score -707630.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -707663.812500 Penalty: 2874.690430
	Iteration 19Q: 3 clusters Score -707663.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -707722.562500 Penalty: 2874.690430
	Iteration 20F: 3 clusters Score -707722.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -707803.000000 Penalty: 2874.690430
	Iteration 21Q: 3 clusters Score -707803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -707898.312500 Penalty: 2874.690430
	Iteration 22Q: 3 clusters Score -707898.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -707986.375000 Penalty: 2874.690430
	Iteration 23Q: 3 clusters Score -707986.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -708048.625000 Penalty: 2874.690430
	Iteration 24Q: 3 clusters Score -708048.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -708100.437500 Penalty: 2874.690430
	Iteration 25Q: 3 clusters Score -708100.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -708144.500000 Penalty: 2874.690430
	Iteration 26Q: 3 clusters Score -708144.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -708188.937500 Penalty: 2874.690430
	Iteration 27Q: 3 clusters Score -708188.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -708220.812500 Penalty: 2874.690430
	Iteration 28Q: 3 clusters Score -708220.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -708235.562500 Penalty: 2874.690430
	Iteration 29Q: 3 clusters Score -708235.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -708248.750000 Penalty: 2874.690430
	Iteration 30Q: 3 clusters Score -708248.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -708256.937500 Penalty: 2874.690430
	Iteration 31Q: 3 clusters Score -708256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -708261.875000 Penalty: 2874.690430
	Iteration 32Q: 3 clusters Score -708261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -708267.812500 Penalty: 2874.690430
	Iteration 33Q: 3 clusters Score -708267.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -708273.187500 Penalty: 2874.690430
	Iteration 34Q: 3 clusters Score -708273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -708275.937500 Penalty: 2874.690430
	Iteration 35Q: 3 clusters Score -708275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -708275.875000 Penalty: 2874.690430
	Iteration 36Q: 3 clusters Score -708275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -708278.125000 Penalty: 2874.690430
	Iteration 37Q: 3 clusters Score -708278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -708278.312500 Penalty: 2874.690430
	Iteration 38Q: 3 clusters Score -708278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -708279.062500 Penalty: 2874.690430
	Iteration 39Q: 3 clusters Score -708279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -708279.062500 Penalty: 2874.690430
	Iteration 40F: 3 clusters Score -708279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -708279.062500 Penalty: 2874.690430
	Iteration 41Q: 3 clusters Score -708279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -708278.500000 Penalty: 2874.690430
	Iteration 42Q: 3 clusters Score -708278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -708278.687500 Penalty: 2874.690430
	Iteration 43Q: 3 clusters Score -708278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -708278.687500 Penalty: 2874.690430
	Iteration 44F: 3 clusters Score -708278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Entering Unmasked Estep 
Score: -854212.000000 Penalty: 1476.607544
	Iteration 0F: 2 clusters Score -854212 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 4413 members 
Entering Unmasked Estep 
Score: -847753.125000 Penalty: 2953.215088
	Iteration 0F: 3 clusters Score -847753.1 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -849960.812500 Penalty: 2953.215088
	Iteration 1F: 3 clusters Score -849960.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -850320.000000 Penalty: 2953.215088
	Iteration 2F: 3 clusters Score -850320 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -850691.250000 Penalty: 2953.215088
	Iteration 3F: 3 clusters Score -850691.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -851033.187500 Penalty: 2953.215088
	Iteration 4F: 3 clusters Score -851033.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -851339.875000 Penalty: 2953.215088
	Iteration 5F: 3 clusters Score -851339.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -851623.937500 Penalty: 2953.215088
	Iteration 6F: 3 clusters Score -851623.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -851821.062500 Penalty: 2953.215088
	Iteration 7Q: 3 clusters Score -851821.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -851963.375000 Penalty: 2953.215088
	Iteration 8Q: 3 clusters Score -851963.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -852085.875000 Penalty: 2953.215088
	Iteration 9Q: 3 clusters Score -852085.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -852196.437500 Penalty: 2953.215088
	Iteration 10Q: 3 clusters Score -852196.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -852303.937500 Penalty: 2953.215088
	Iteration 11Q: 3 clusters Score -852303.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -852425.312500 Penalty: 2953.215088
	Iteration 12Q: 3 clusters Score -852425.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -852543.000000 Penalty: 2953.215088
	Iteration 13Q: 3 clusters Score -852543 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -852619.625000 Penalty: 2953.215088
	Iteration 14Q: 3 clusters Score -852619.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -852692.937500 Penalty: 2953.215088
	Iteration 15Q: 3 clusters Score -852692.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -852762.125000 Penalty: 2953.215088
	Iteration 16Q: 3 clusters Score -852762.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -852820.375000 Penalty: 2953.215088
	Iteration 17Q: 3 clusters Score -852820.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -852869.375000 Penalty: 2953.215088
	Iteration 18Q: 3 clusters Score -852869.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -852908.312500 Penalty: 2953.215088
	Iteration 19Q: 3 clusters Score -852908.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -852940.937500 Penalty: 2953.215088
	Iteration 20F: 3 clusters Score -852940.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -852976.937500 Penalty: 2953.215088
	Iteration 21Q: 3 clusters Score -852976.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -853019.000000 Penalty: 2953.215088
	Iteration 22Q: 3 clusters Score -853019 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -853065.625000 Penalty: 2953.215088
	Iteration 23Q: 3 clusters Score -853065.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -853111.250000 Penalty: 2953.215088
	Iteration 24Q: 3 clusters Score -853111.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -853158.937500 Penalty: 2953.215088
	Iteration 25Q: 3 clusters Score -853158.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -853208.625000 Penalty: 2953.215088
	Iteration 26Q: 3 clusters Score -853208.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -853244.500000 Penalty: 2953.215088
	Iteration 27Q: 3 clusters Score -853244.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -853281.500000 Penalty: 2953.215088
	Iteration 28Q: 3 clusters Score -853281.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -853319.437500 Penalty: 2953.215088
	Iteration 29Q: 3 clusters Score -853319.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -853359.625000 Penalty: 2953.215088
	Iteration 30Q: 3 clusters Score -853359.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -853391.312500 Penalty: 2953.215088
	Iteration 31Q: 3 clusters Score -853391.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -853414.625000 Penalty: 2953.215088
	Iteration 32Q: 3 clusters Score -853414.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -853438.125000 Penalty: 2953.215088
	Iteration 33Q: 3 clusters Score -853438.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -853462.250000 Penalty: 2953.215088
	Iteration 34Q: 3 clusters Score -853462.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -853480.812500 Penalty: 2953.215088
	Iteration 35Q: 3 clusters Score -853480.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -853496.687500 Penalty: 2953.215088
	Iteration 36Q: 3 clusters Score -853496.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -853507.312500 Penalty: 2953.215088
	Iteration 37Q: 3 clusters Score -853507.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -853527.375000 Penalty: 2953.215088
	Iteration 38Q: 3 clusters Score -853527.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -853543.875000 Penalty: 2953.215088
	Iteration 39Q: 3 clusters Score -853543.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -853554.937500 Penalty: 2953.215088
	Iteration 40F: 3 clusters Score -853554.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -853565.437500 Penalty: 2953.215088
	Iteration 41Q: 3 clusters Score -853565.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -853575.125000 Penalty: 2953.215088
	Iteration 42Q: 3 clusters Score -853575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -853585.312500 Penalty: 2953.215088
	Iteration 43Q: 3 clusters Score -853585.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -853601.187500 Penalty: 2953.215088
	Iteration 44Q: 3 clusters Score -853601.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -853615.187500 Penalty: 2953.215088
	Iteration 45Q: 3 clusters Score -853615.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -853630.500000 Penalty: 2953.215088
	Iteration 46Q: 3 clusters Score -853630.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -853648.312500 Penalty: 2953.215088
	Iteration 47Q: 3 clusters Score -853648.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -853664.875000 Penalty: 2953.215088
	Iteration 48Q: 3 clusters Score -853664.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -853682.250000 Penalty: 2953.215088
	Iteration 49Q: 3 clusters Score -853682.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -853690.000000 Penalty: 2953.215088
	Iteration 50Q: 3 clusters Score -853690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -853700.187500 Penalty: 2953.215088
	Iteration 51Q: 3 clusters Score -853700.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -853712.937500 Penalty: 2953.215088
	Iteration 52Q: 3 clusters Score -853712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -853724.062500 Penalty: 2953.215088
	Iteration 53Q: 3 clusters Score -853724.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -853737.750000 Penalty: 2953.215088
	Iteration 54Q: 3 clusters Score -853737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -853742.750000 Penalty: 2953.215088
	Iteration 55Q: 3 clusters Score -853742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -853750.250000 Penalty: 2953.215088
	Iteration 56Q: 3 clusters Score -853750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -853755.250000 Penalty: 2953.215088
	Iteration 57Q: 3 clusters Score -853755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -853759.875000 Penalty: 2953.215088
	Iteration 58Q: 3 clusters Score -853759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -853761.937500 Penalty: 2953.215088
	Iteration 59Q: 3 clusters Score -853761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -853766.625000 Penalty: 2953.215088
	Iteration 60F: 3 clusters Score -853766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -853768.062500 Penalty: 2953.215088
	Iteration 61Q: 3 clusters Score -853768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -853776.812500 Penalty: 2953.215088
	Iteration 62Q: 3 clusters Score -853776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -853781.625000 Penalty: 2953.215088
	Iteration 63Q: 3 clusters Score -853781.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -853790.812500 Penalty: 2953.215088
	Iteration 64Q: 3 clusters Score -853790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -853792.562500 Penalty: 2953.215088
	Iteration 65Q: 3 clusters Score -853792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -853793.375000 Penalty: 2953.215088
	Iteration 66Q: 3 clusters Score -853793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -853792.812500 Penalty: 2953.215088
	Iteration 67Q: 3 clusters Score -853792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -853798.000000 Penalty: 2953.215088
	Iteration 68Q: 3 clusters Score -853798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -853810.625000 Penalty: 2953.215088
	Iteration 69Q: 3 clusters Score -853810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -853825.562500 Penalty: 2953.215088
	Iteration 70Q: 3 clusters Score -853825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -853836.562500 Penalty: 2953.215088
	Iteration 71Q: 3 clusters Score -853836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -853846.937500 Penalty: 2953.215088
	Iteration 72Q: 3 clusters Score -853846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -853856.750000 Penalty: 2953.215088
	Iteration 73Q: 3 clusters Score -853856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -853863.437500 Penalty: 2953.215088
	Iteration 74Q: 3 clusters Score -853863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -853865.937500 Penalty: 2953.215088
	Iteration 75Q: 3 clusters Score -853865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -853868.437500 Penalty: 2953.215088
	Iteration 76Q: 3 clusters Score -853868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -853869.250000 Penalty: 2953.215088
	Iteration 77Q: 3 clusters Score -853869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -853869.500000 Penalty: 2953.215088
	Iteration 78Q: 3 clusters Score -853869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -853869.500000 Penalty: 2953.215088
	Iteration 79F: 3 clusters Score -853869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -118719.617188 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -118719.6 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 620 members 
Entering Unmasked Estep 
Score: -117122.437500 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -117122.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117469.914062 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -117469.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117585.312500 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -117585.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117659.968750 Penalty: 2323.978027
	Iteration 3Q: 3 clusters Score -117660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117709.250000 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -117709.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117746.000000 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -117746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117771.195312 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -117771.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117785.929688 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -117785.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117804.468750 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -117804.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117830.976562 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -117831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117860.117188 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -117860.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117889.585938 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -117889.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117909.187500 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -117909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117922.515625 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -117922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117936.367188 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -117936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117957.203125 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -117957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117975.875000 Penalty: 2323.978027
	Iteration 16Q: 3 clusters Score -117975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117989.781250 Penalty: 2323.978027
	Iteration 17Q: 3 clusters Score -117989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118010.445312 Penalty: 2323.978027
	Iteration 18Q: 3 clusters Score -118010.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118025.859375 Penalty: 2323.978027
	Iteration 19Q: 3 clusters Score -118025.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118037.312500 Penalty: 2323.978027
	Iteration 20F: 3 clusters Score -118037.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -118044.781250 Penalty: 2323.978027
	Iteration 21Q: 3 clusters Score -118044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118056.226562 Penalty: 2323.978027
	Iteration 22Q: 3 clusters Score -118056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118067.468750 Penalty: 2323.978027
	Iteration 23Q: 3 clusters Score -118067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118076.906250 Penalty: 2323.978027
	Iteration 24Q: 3 clusters Score -118076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118084.625000 Penalty: 2323.978027
	Iteration 25Q: 3 clusters Score -118084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118088.539062 Penalty: 2323.978027
	Iteration 26Q: 3 clusters Score -118088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118089.992188 Penalty: 2323.978027
	Iteration 27Q: 3 clusters Score -118090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118092.445312 Penalty: 2323.978027
	Iteration 28Q: 3 clusters Score -118092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118098.476562 Penalty: 2323.978027
	Iteration 29Q: 3 clusters Score -118098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118104.421875 Penalty: 2323.978027
	Iteration 30Q: 3 clusters Score -118104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118108.828125 Penalty: 2323.978027
	Iteration 31Q: 3 clusters Score -118108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118116.890625 Penalty: 2323.978027
	Iteration 32Q: 3 clusters Score -118116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118118.945312 Penalty: 2323.978027
	Iteration 33Q: 3 clusters Score -118118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118122.156250 Penalty: 2323.978027
	Iteration 34Q: 3 clusters Score -118122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118125.296875 Penalty: 2323.978027
	Iteration 35Q: 3 clusters Score -118125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118129.078125 Penalty: 2323.978027
	Iteration 36Q: 3 clusters Score -118129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118136.226562 Penalty: 2323.978027
	Iteration 37Q: 3 clusters Score -118136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118141.187500 Penalty: 2323.978027
	Iteration 38Q: 3 clusters Score -118141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118147.640625 Penalty: 2323.978027
	Iteration 39Q: 3 clusters Score -118147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118151.125000 Penalty: 2323.978027
	Iteration 40F: 3 clusters Score -118151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118154.125000 Penalty: 2323.978027
	Iteration 41Q: 3 clusters Score -118154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118155.304688 Penalty: 2323.978027
	Iteration 42Q: 3 clusters Score -118155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118157.695312 Penalty: 2323.978027
	Iteration 43Q: 3 clusters Score -118157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118160.601562 Penalty: 2323.978027
	Iteration 44Q: 3 clusters Score -118160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -118162.851562 Penalty: 2323.978027
	Iteration 45Q: 3 clusters Score -118162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118164.148438 Penalty: 2323.978027
	Iteration 46Q: 3 clusters Score -118164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118164.562500 Penalty: 2323.978027
	Iteration 47Q: 3 clusters Score -118164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118165.226562 Penalty: 2323.978027
	Iteration 48Q: 3 clusters Score -118165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118165.226562 Penalty: 2323.978027
	Iteration 49F: 3 clusters Score -118165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -232334.609375 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -232334.6 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 1195 members 
Entering Unmasked Estep 
Score: -230031.578125 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -230031.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -230580.296875 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -230580.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -230741.859375 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -230741.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -230827.906250 Penalty: 2522.151855
	Iteration 3F: 3 clusters Score -230827.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -230894.171875 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -230894.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -230940.890625 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -230940.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -230969.328125 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -230969.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -230988.796875 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -230988.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -231006.437500 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -231006.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -231026.281250 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -231026.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -231050.093750 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -231050.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -231062.187500 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -231062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -231069.906250 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -231069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -231076.453125 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -231076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -231082.843750 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -231082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -231086.484375 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -231086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -231089.593750 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -231089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -231093.093750 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -231093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -231095.250000 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -231095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -231099.421875 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -231099.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -231104.953125 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -231105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -231115.281250 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -231115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -231127.875000 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -231127.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -231137.078125 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -231137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -231145.187500 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -231145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -231152.625000 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -231152.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -231159.171875 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -231159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -231164.531250 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -231164.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231170.750000 Penalty: 2522.151855
	Iteration 28Q: 3 clusters Score -231170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231179.140625 Penalty: 2522.151855
	Iteration 29Q: 3 clusters Score -231179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -231186.765625 Penalty: 2522.151855
	Iteration 30Q: 3 clusters Score -231186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -231192.531250 Penalty: 2522.151855
	Iteration 31Q: 3 clusters Score -231192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -231199.515625 Penalty: 2522.151855
	Iteration 32Q: 3 clusters Score -231199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -231207.437500 Penalty: 2522.151855
	Iteration 33Q: 3 clusters Score -231207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -231209.203125 Penalty: 2522.151855
	Iteration 34Q: 3 clusters Score -231209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -231209.531250 Penalty: 2522.151855
	Iteration 35Q: 3 clusters Score -231209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -231209.890625 Penalty: 2522.151855
	Iteration 36Q: 3 clusters Score -231209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -231209.843750 Penalty: 2522.151855
	Iteration 37Q: 3 clusters Score -231209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -231209.843750 Penalty: 2522.151855
	Iteration 38Q: 3 clusters Score -231209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -231209.843750 Penalty: 2522.151855
	Iteration 39F: 3 clusters Score -231209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -200557.390625 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -200557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198486.937500 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -198486.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -198948.984375 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -198949 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -199086.328125 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -199086.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199176.468750 Penalty: 2469.153809
	Iteration 3F: 3 clusters Score -199176.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199225.078125 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -199225.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -199254.859375 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -199254.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -199281.906250 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -199281.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -199308.125000 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -199308.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -199337.390625 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -199337.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -199368.734375 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -199368.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199388.171875 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -199388.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -199403.000000 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -199403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -199426.734375 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -199426.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199451.875000 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -199451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -199475.843750 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -199475.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -199502.343750 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -199502.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -199519.921875 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -199519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -199532.828125 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -199532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -199545.187500 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -199545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -199567.421875 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -199567.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -199577.015625 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -199577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -199588.187500 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -199588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -199599.203125 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -199599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -199617.875000 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -199617.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -199634.250000 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -199634.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -199652.359375 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -199652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -199677.359375 Penalty: 2469.153809
	Iteration 26Q: 3 clusters Score -199677.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -199700.078125 Penalty: 2469.153809
	Iteration 27Q: 3 clusters Score -199700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -199716.625000 Penalty: 2469.153809
	Iteration 28Q: 3 clusters Score -199716.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -199731.406250 Penalty: 2469.153809
	Iteration 29Q: 3 clusters Score -199731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -199738.125000 Penalty: 2469.153809
	Iteration 30Q: 3 clusters Score -199738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -199741.609375 Penalty: 2469.153809
	Iteration 31Q: 3 clusters Score -199741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -199744.859375 Penalty: 2469.153809
	Iteration 32Q: 3 clusters Score -199744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -199750.343750 Penalty: 2469.153809
	Iteration 33Q: 3 clusters Score -199750.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -199755.156250 Penalty: 2469.153809
	Iteration 34Q: 3 clusters Score -199755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -199757.109375 Penalty: 2469.153809
	Iteration 35Q: 3 clusters Score -199757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -199758.343750 Penalty: 2469.153809
	Iteration 36Q: 3 clusters Score -199758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -199759.828125 Penalty: 2469.153809
	Iteration 37Q: 3 clusters Score -199759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -199760.000000 Penalty: 2469.153809
	Iteration 38Q: 3 clusters Score -199760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -199760.953125 Penalty: 2469.153809
	Iteration 39Q: 3 clusters Score -199761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -199761.250000 Penalty: 2469.153809
	Iteration 40F: 3 clusters Score -199761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -183772.750000 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -183772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -181761.156250 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -181761.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -182457.796875 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -182457.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -182875.046875 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -182875 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183312.390625 Penalty: 2455.669189
	Iteration 3F: 3 clusters Score -183312.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183633.343750 Penalty: 2455.669189
	Iteration 4F: 3 clusters Score -183633.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -183797.421875 Penalty: 2455.669189
	Iteration 5F: 3 clusters Score -183797.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183894.859375 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -183894.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -183960.625000 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -183960.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -183990.031250 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -183990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -184005.906250 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -184005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -184014.609375 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -184014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -184016.593750 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -184016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -184020.453125 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -184020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184021.218750 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -184021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184021.437500 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -184021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184021.437500 Penalty: 2455.669189
	Iteration 15F: 3 clusters Score -184021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64696 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26965 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11262 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 79189 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 515 members 
Entering Unmasked Estep 
Score: -54942976.000000 Penalty: 94598.937500
Splitting cluster 6 changes total score from -54943572.000000 to -54942976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -462895.031250 Penalty: 1374.851196
	Iteration 0F: 2 clusters Score -462895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -459059.093750 Penalty: 2749.702393
	Iteration 0F: 3 clusters Score -459059.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -460040.843750 Penalty: 2749.702393
	Iteration 1F: 3 clusters Score -460040.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -460272.000000 Penalty: 2749.702393
	Iteration 2F: 3 clusters Score -460272 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -460447.281250 Penalty: 2749.702393
	Iteration 3F: 3 clusters Score -460447.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -460579.968750 Penalty: 2749.702393
	Iteration 4F: 3 clusters Score -460580 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -460688.437500 Penalty: 2749.702393
	Iteration 5Q: 3 clusters Score -460688.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -460784.062500 Penalty: 2749.702393
	Iteration 6Q: 3 clusters Score -460784.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -460861.500000 Penalty: 2749.702393
	Iteration 7Q: 3 clusters Score -460861.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -460927.656250 Penalty: 2749.702393
	Iteration 8Q: 3 clusters Score -460927.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -460993.343750 Penalty: 2749.702393
	Iteration 9Q: 3 clusters Score -460993.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -461053.343750 Penalty: 2749.702393
	Iteration 10Q: 3 clusters Score -461053.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -461119.375000 Penalty: 2749.702393
	Iteration 11Q: 3 clusters Score -461119.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -461193.906250 Penalty: 2749.702393
	Iteration 12Q: 3 clusters Score -461193.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -461265.625000 Penalty: 2749.702393
	Iteration 13Q: 3 clusters Score -461265.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -461334.187500 Penalty: 2749.702393
	Iteration 14Q: 3 clusters Score -461334.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -461397.593750 Penalty: 2749.702393
	Iteration 15Q: 3 clusters Score -461397.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -461460.593750 Penalty: 2749.702393
	Iteration 16Q: 3 clusters Score -461460.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -461503.843750 Penalty: 2749.702393
	Iteration 17Q: 3 clusters Score -461503.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -461541.937500 Penalty: 2749.702393
	Iteration 18Q: 3 clusters Score -461541.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -461571.218750 Penalty: 2749.702393
	Iteration 19Q: 3 clusters Score -461571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -461590.343750 Penalty: 2749.702393
	Iteration 20F: 3 clusters Score -461590.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -461613.718750 Penalty: 2749.702393
	Iteration 21Q: 3 clusters Score -461613.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -461635.437500 Penalty: 2749.702393
	Iteration 22Q: 3 clusters Score -461635.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -461654.125000 Penalty: 2749.702393
	Iteration 23Q: 3 clusters Score -461654.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -461671.875000 Penalty: 2749.702393
	Iteration 24Q: 3 clusters Score -461671.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -461685.781250 Penalty: 2749.702393
	Iteration 25Q: 3 clusters Score -461685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -461695.687500 Penalty: 2749.702393
	Iteration 26Q: 3 clusters Score -461695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -461704.031250 Penalty: 2749.702393
	Iteration 27Q: 3 clusters Score -461704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -461715.843750 Penalty: 2749.702393
	Iteration 28Q: 3 clusters Score -461715.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -461725.250000 Penalty: 2749.702393
	Iteration 29Q: 3 clusters Score -461725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -461730.406250 Penalty: 2749.702393
	Iteration 30Q: 3 clusters Score -461730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -461734.312500 Penalty: 2749.702393
	Iteration 31Q: 3 clusters Score -461734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -461738.031250 Penalty: 2749.702393
	Iteration 32Q: 3 clusters Score -461738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -461740.437500 Penalty: 2749.702393
	Iteration 33Q: 3 clusters Score -461740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -461742.656250 Penalty: 2749.702393
	Iteration 34Q: 3 clusters Score -461742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -461744.531250 Penalty: 2749.702393
	Iteration 35Q: 3 clusters Score -461744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -461744.812500 Penalty: 2749.702393
	Iteration 36Q: 3 clusters Score -461744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -461746.343750 Penalty: 2749.702393
	Iteration 37Q: 3 clusters Score -461746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -461746.343750 Penalty: 2749.702393
	Iteration 38F: 3 clusters Score -461746.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -178201.000000 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -178201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -175991.015625 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -175991 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -176676.687500 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -176676.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176981.062500 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -176981.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -177163.031250 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -177163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177269.406250 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -177269.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -177327.968750 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -177328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -177355.015625 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -177355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -177370.718750 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -177370.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177383.765625 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -177383.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -177401.625000 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -177401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -177420.328125 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -177420.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -177450.593750 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -177450.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -177508.562500 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -177508.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -177599.625000 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -177599.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177689.609375 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -177689.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -177783.281250 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -177783.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -177874.390625 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -177874.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -177936.750000 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -177936.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -177987.875000 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -177987.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -178034.250000 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -178034.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -178062.046875 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -178062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -178090.718750 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -178090.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -178114.875000 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -178114.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -178133.828125 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -178133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -178146.078125 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -178146.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -178155.546875 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -178155.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -178163.265625 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -178163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -178172.531250 Penalty: 2499.640137
	Iteration 27Q: 3 clusters Score -178172.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -178181.296875 Penalty: 2499.640137
	Iteration 28Q: 3 clusters Score -178181.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -178189.843750 Penalty: 2499.640137
	Iteration 29Q: 3 clusters Score -178189.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178199.265625 Penalty: 2499.640137
	Iteration 30Q: 3 clusters Score -178199.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -178205.593750 Penalty: 2499.640137
	Iteration 31Q: 3 clusters Score -178205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -178208.640625 Penalty: 2499.640137
	Iteration 32Q: 3 clusters Score -178208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178211.515625 Penalty: 2499.640137
	Iteration 33Q: 3 clusters Score -178211.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -178213.968750 Penalty: 2499.640137
	Iteration 34Q: 3 clusters Score -178214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -178216.296875 Penalty: 2499.640137
	Iteration 35Q: 3 clusters Score -178216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -178218.625000 Penalty: 2499.640137
	Iteration 36Q: 3 clusters Score -178218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -178220.328125 Penalty: 2499.640137
	Iteration 37Q: 3 clusters Score -178220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178222.765625 Penalty: 2499.640137
	Iteration 38Q: 3 clusters Score -178222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -178224.500000 Penalty: 2499.640137
	Iteration 39Q: 3 clusters Score -178224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -178227.421875 Penalty: 2499.640137
	Iteration 40F: 3 clusters Score -178227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -178231.765625 Penalty: 2499.640137
	Iteration 41Q: 3 clusters Score -178231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -178234.312500 Penalty: 2499.640137
	Iteration 42Q: 3 clusters Score -178234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -178237.921875 Penalty: 2499.640137
	Iteration 43Q: 3 clusters Score -178237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -178242.531250 Penalty: 2499.640137
	Iteration 44Q: 3 clusters Score -178242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -178248.750000 Penalty: 2499.640137
	Iteration 45Q: 3 clusters Score -178248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -178254.343750 Penalty: 2499.640137
	Iteration 46Q: 3 clusters Score -178254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -178257.437500 Penalty: 2499.640137
	Iteration 47Q: 3 clusters Score -178257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -178258.765625 Penalty: 2499.640137
	Iteration 48Q: 3 clusters Score -178258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -178259.593750 Penalty: 2499.640137
	Iteration 49Q: 3 clusters Score -178259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -178259.593750 Penalty: 2499.640137
	Iteration 50F: 3 clusters Score -178259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64696 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 26965 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11262 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 79189 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 1145 members 
Entering Unmasked Estep 
Score: -54942688.000000 Penalty: 94598.937500
Splitting cluster 8 changes total score from -54943572.000000 to -54942688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (45949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Entering Unmasked Estep 
Score: -4760303.500000 Penalty: 1744.484253
	Iteration 0F: 2 clusters Score -4760304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4729530.000000 Penalty: 3488.968506
	Iteration 0F: 3 clusters Score -4729530 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4741928.500000 Penalty: 3488.968506
	Iteration 1F: 3 clusters Score -4741928 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4742792.000000 Penalty: 3488.968506
	Iteration 2Q: 3 clusters Score -4742792 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4744133.500000 Penalty: 3488.968506
	Iteration 3F: 3 clusters Score -4744134 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4746011.000000 Penalty: 3488.968506
	Iteration 4F: 3 clusters Score -4746011 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4748576.000000 Penalty: 3488.968506
	Iteration 5F: 3 clusters Score -4748576 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -4751655.000000 Penalty: 3488.968506
	Iteration 6F: 3 clusters Score -4751655 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4754604.000000 Penalty: 3488.968506
	Iteration 7F: 3 clusters Score -4754604 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -4756773.500000 Penalty: 3488.968506
	Iteration 8Q: 3 clusters Score -4756774 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -4757922.000000 Penalty: 3488.968506
	Iteration 9Q: 3 clusters Score -4757922 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -4758396.500000 Penalty: 3488.968506
	Iteration 10Q: 3 clusters Score -4758396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -4758568.500000 Penalty: 3488.968506
	Iteration 11Q: 3 clusters Score -4758568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -4758644.500000 Penalty: 3488.968506
	Iteration 12Q: 3 clusters Score -4758644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -4758694.000000 Penalty: 3488.968506
	Iteration 13Q: 3 clusters Score -4758694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -4758719.000000 Penalty: 3488.968506
	Iteration 14Q: 3 clusters Score -4758719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -4758727.500000 Penalty: 3488.968506
	Iteration 15Q: 3 clusters Score -4758728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -4758735.500000 Penalty: 3488.968506
	Iteration 16Q: 3 clusters Score -4758736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -4758740.000000 Penalty: 3488.968506
	Iteration 17Q: 3 clusters Score -4758740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -4758739.500000 Penalty: 3488.968506
	Iteration 18Q: 3 clusters Score -4758740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -4758746.500000 Penalty: 3488.968506
	Iteration 19Q: 3 clusters Score -4758746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -4758747.500000 Penalty: 3488.968506
	Iteration 20F: 3 clusters Score -4758748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Entering Unmasked Estep 
Score: -8070258.000000 Penalty: 1827.022339
	Iteration 0F: 2 clusters Score -8070258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -8019418.500000 Penalty: 3654.044678
	Iteration 0F: 3 clusters Score -8019418 nChanged 36154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8039627.500000 Penalty: 3654.044678
	Iteration 1F: 3 clusters Score -8039628 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -8040111.500000 Penalty: 3654.044678
	Iteration 2Q: 3 clusters Score -8040112 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -8040507.000000 Penalty: 3654.044678
	Iteration 3Q: 3 clusters Score -8040507 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8041125.500000 Penalty: 3654.044678
	Iteration 4Q: 3 clusters Score -8041126 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8041921.000000 Penalty: 3654.044678
	Iteration 5Q: 3 clusters Score -8041921 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -8043238.000000 Penalty: 3654.044678
	Iteration 6Q: 3 clusters Score -8043238 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -8045528.000000 Penalty: 3654.044678
	Iteration 7F: 3 clusters Score -8045528 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -8049589.000000 Penalty: 3654.044678
	Iteration 8F: 3 clusters Score -8049589 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -8055636.000000 Penalty: 3654.044678
	Iteration 9F: 3 clusters Score -8055636 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -8061933.500000 Penalty: 3654.044678
	Iteration 10F: 3 clusters Score -8061934 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -8066017.500000 Penalty: 3654.044678
	Iteration 11F: 3 clusters Score -8066018 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -8067680.500000 Penalty: 3654.044678
	Iteration 12Q: 3 clusters Score -8067680 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -8068307.500000 Penalty: 3654.044678
	Iteration 13Q: 3 clusters Score -8068308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -8068486.000000 Penalty: 3654.044678
	Iteration 14Q: 3 clusters Score -8068486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -8068563.500000 Penalty: 3654.044678
	Iteration 15Q: 3 clusters Score -8068564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -8068600.000000 Penalty: 3654.044678
	Iteration 16Q: 3 clusters Score -8068600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -8068611.500000 Penalty: 3654.044678
	Iteration 17Q: 3 clusters Score -8068612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -8068625.500000 Penalty: 3654.044678
	Iteration 18Q: 3 clusters Score -8068626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -8068633.000000 Penalty: 3654.044678
	Iteration 19Q: 3 clusters Score -8068633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76166 members 
Entering Unmasked Estep 
Score: -8068636.000000 Penalty: 3654.044678
	Iteration 20F: 3 clusters Score -8068636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -8068646.500000 Penalty: 3654.044678
	Iteration 21Q: 3 clusters Score -8068646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -8068650.000000 Penalty: 3654.044678
	Iteration 22Q: 3 clusters Score -8068650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -8068651.000000 Penalty: 3654.044678
	Iteration 23Q: 3 clusters Score -8068651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -8068666.000000 Penalty: 3654.044678
	Iteration 24Q: 3 clusters Score -8068666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -8068661.500000 Penalty: 3654.044678
	Iteration 25Q: 3 clusters Score -8068662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -8068663.000000 Penalty: 3654.044678
	Iteration 26Q: 3 clusters Score -8068663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -8068667.000000 Penalty: 3654.044678
	Iteration 27Q: 3 clusters Score -8068667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -8068667.000000 Penalty: 3654.044678
	Iteration 28Q: 3 clusters Score -8068667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -8068667.000000 Penalty: 3654.044678
	Iteration 29F: 3 clusters Score -8068667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Entering Unmasked Estep 
Score: -2255902.750000 Penalty: 1624.634766
	Iteration 0F: 2 clusters Score -2255903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2241168.750000 Penalty: 3249.269531
	Iteration 0F: 3 clusters Score -2241169 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2246692.500000 Penalty: 3249.269531
	Iteration 1F: 3 clusters Score -2246692 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2247174.000000 Penalty: 3249.269531
	Iteration 2F: 3 clusters Score -2247174 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2247775.250000 Penalty: 3249.269531
	Iteration 3F: 3 clusters Score -2247775 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2248628.250000 Penalty: 3249.269531
	Iteration 4F: 3 clusters Score -2248628 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2249755.750000 Penalty: 3249.269531
	Iteration 5F: 3 clusters Score -2249756 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2251071.750000 Penalty: 3249.269531
	Iteration 6F: 3 clusters Score -2251072 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2252243.000000 Penalty: 3249.269531
	Iteration 7F: 3 clusters Score -2252243 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2253068.000000 Penalty: 3249.269531
	Iteration 8Q: 3 clusters Score -2253068 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2253632.750000 Penalty: 3249.269531
	Iteration 9Q: 3 clusters Score -2253633 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2253960.000000 Penalty: 3249.269531
	Iteration 10Q: 3 clusters Score -2253960 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2254145.500000 Penalty: 3249.269531
	Iteration 11Q: 3 clusters Score -2254146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2254275.250000 Penalty: 3249.269531
	Iteration 12Q: 3 clusters Score -2254275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2254363.250000 Penalty: 3249.269531
	Iteration 13Q: 3 clusters Score -2254363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2254404.500000 Penalty: 3249.269531
	Iteration 14Q: 3 clusters Score -2254404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2254438.250000 Penalty: 3249.269531
	Iteration 15Q: 3 clusters Score -2254438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2254465.250000 Penalty: 3249.269531
	Iteration 16Q: 3 clusters Score -2254465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2254495.500000 Penalty: 3249.269531
	Iteration 17Q: 3 clusters Score -2254496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2254510.000000 Penalty: 3249.269531
	Iteration 18Q: 3 clusters Score -2254510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2254520.250000 Penalty: 3249.269531
	Iteration 19Q: 3 clusters Score -2254520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2254528.500000 Penalty: 3249.269531
	Iteration 20F: 3 clusters Score -2254528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2254534.000000 Penalty: 3249.269531
	Iteration 21Q: 3 clusters Score -2254534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2254539.750000 Penalty: 3249.269531
	Iteration 22Q: 3 clusters Score -2254540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2254542.250000 Penalty: 3249.269531
	Iteration 23Q: 3 clusters Score -2254542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2254546.250000 Penalty: 3249.269531
	Iteration 24Q: 3 clusters Score -2254546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2254549.750000 Penalty: 3249.269531
	Iteration 25Q: 3 clusters Score -2254550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2254555.250000 Penalty: 3249.269531
	Iteration 26Q: 3 clusters Score -2254555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2254559.750000 Penalty: 3249.269531
	Iteration 27Q: 3 clusters Score -2254560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2254565.000000 Penalty: 3249.269531
	Iteration 28Q: 3 clusters Score -2254565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2254568.500000 Penalty: 3249.269531
	Iteration 29Q: 3 clusters Score -2254568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2254570.250000 Penalty: 3249.269531
	Iteration 30Q: 3 clusters Score -2254570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2254570.750000 Penalty: 3249.269531
	Iteration 31Q: 3 clusters Score -2254571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2254572.750000 Penalty: 3249.269531
	Iteration 32Q: 3 clusters Score -2254573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2254572.750000 Penalty: 3249.269531
	Iteration 33F: 3 clusters Score -2254573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -109862.726562 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -109862.7 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 542 members 
Entering Unmasked Estep 
Score: -108359.726562 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -108359.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -108626.523438 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -108626.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108689.507812 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -108689.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108719.796875 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -108719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -108737.976562 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -108738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108744.882812 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -108744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108749.531250 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -108749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -108752.007812 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -108752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -108756.093750 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -108756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108757.773438 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -108757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108759.515625 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -108759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -108762.968750 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -108763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -108762.968750 Penalty: 2270.032715
	Iteration 12F: 3 clusters Score -108763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -197433.375000 Penalty: 1235.227905
	Iteration 0F: 2 clusters Score -197433.4 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 1010 members 
Entering Unmasked Estep 
Score: -195349.890625 Penalty: 2470.455811
	Iteration 0F: 3 clusters Score -195349.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -195811.000000 Penalty: 2470.455811
	Iteration 1F: 3 clusters Score -195811 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195946.578125 Penalty: 2470.455811
	Iteration 2F: 3 clusters Score -195946.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196059.906250 Penalty: 2470.455811
	Iteration 3F: 3 clusters Score -196059.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196169.078125 Penalty: 2470.455811
	Iteration 4F: 3 clusters Score -196169.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -196305.265625 Penalty: 2470.455811
	Iteration 5F: 3 clusters Score -196305.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196400.062500 Penalty: 2470.455811
	Iteration 6Q: 3 clusters Score -196400.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -196476.171875 Penalty: 2470.455811
	Iteration 7Q: 3 clusters Score -196476.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -196526.203125 Penalty: 2470.455811
	Iteration 8Q: 3 clusters Score -196526.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -196558.421875 Penalty: 2470.455811
	Iteration 9Q: 3 clusters Score -196558.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -196584.500000 Penalty: 2470.455811
	Iteration 10Q: 3 clusters Score -196584.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196608.156250 Penalty: 2470.455811
	Iteration 11Q: 3 clusters Score -196608.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -196621.078125 Penalty: 2470.455811
	Iteration 12Q: 3 clusters Score -196621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -196630.718750 Penalty: 2470.455811
	Iteration 13Q: 3 clusters Score -196630.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196637.812500 Penalty: 2470.455811
	Iteration 14Q: 3 clusters Score -196637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -196642.625000 Penalty: 2470.455811
	Iteration 15Q: 3 clusters Score -196642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -196648.578125 Penalty: 2470.455811
	Iteration 16Q: 3 clusters Score -196648.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -196652.375000 Penalty: 2470.455811
	Iteration 17Q: 3 clusters Score -196652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -196654.921875 Penalty: 2470.455811
	Iteration 18Q: 3 clusters Score -196654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -196657.671875 Penalty: 2470.455811
	Iteration 19Q: 3 clusters Score -196657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -196659.640625 Penalty: 2470.455811
	Iteration 20F: 3 clusters Score -196659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -196661.515625 Penalty: 2470.455811
	Iteration 21Q: 3 clusters Score -196661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -196662.734375 Penalty: 2470.455811
	Iteration 22Q: 3 clusters Score -196662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -196664.250000 Penalty: 2470.455811
	Iteration 23Q: 3 clusters Score -196664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -196665.875000 Penalty: 2470.455811
	Iteration 24Q: 3 clusters Score -196665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -196666.078125 Penalty: 2470.455811
	Iteration 25Q: 3 clusters Score -196666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -196666.437500 Penalty: 2470.455811
	Iteration 26Q: 3 clusters Score -196666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -196666.437500 Penalty: 2470.455811
	Iteration 27F: 3 clusters Score -196666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Entering Unmasked Estep 
Score: -1118673.875000 Penalty: 1511.516846
	Iteration 0F: 2 clusters Score -1118674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1110891.125000 Penalty: 3023.033691
	Iteration 0F: 3 clusters Score -1110891 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1113623.750000 Penalty: 3023.033691
	Iteration 1F: 3 clusters Score -1113624 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1114015.625000 Penalty: 3023.033691
	Iteration 2F: 3 clusters Score -1114016 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1114397.125000 Penalty: 3023.033691
	Iteration 3F: 3 clusters Score -1114397 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1114760.750000 Penalty: 3023.033691
	Iteration 4F: 3 clusters Score -1114761 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1115009.875000 Penalty: 3023.033691
	Iteration 5Q: 3 clusters Score -1115010 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1115221.250000 Penalty: 3023.033691
	Iteration 6Q: 3 clusters Score -1115221 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1115386.375000 Penalty: 3023.033691
	Iteration 7Q: 3 clusters Score -1115386 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1115517.250000 Penalty: 3023.033691
	Iteration 8Q: 3 clusters Score -1115517 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1115629.250000 Penalty: 3023.033691
	Iteration 9Q: 3 clusters Score -1115629 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1115715.750000 Penalty: 3023.033691
	Iteration 10Q: 3 clusters Score -1115716 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1115798.500000 Penalty: 3023.033691
	Iteration 11Q: 3 clusters Score -1115798 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1115892.875000 Penalty: 3023.033691
	Iteration 12Q: 3 clusters Score -1115893 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1115997.625000 Penalty: 3023.033691
	Iteration 13Q: 3 clusters Score -1115998 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1116098.500000 Penalty: 3023.033691
	Iteration 14Q: 3 clusters Score -1116098 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1116186.875000 Penalty: 3023.033691
	Iteration 15Q: 3 clusters Score -1116187 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1116255.625000 Penalty: 3023.033691
	Iteration 16Q: 3 clusters Score -1116256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1116313.375000 Penalty: 3023.033691
	Iteration 17Q: 3 clusters Score -1116313 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1116375.000000 Penalty: 3023.033691
	Iteration 18Q: 3 clusters Score -1116375 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1116438.750000 Penalty: 3023.033691
	Iteration 19Q: 3 clusters Score -1116439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1116499.000000 Penalty: 3023.033691
	Iteration 20F: 3 clusters Score -1116499 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1116550.875000 Penalty: 3023.033691
	Iteration 21Q: 3 clusters Score -1116551 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1116590.125000 Penalty: 3023.033691
	Iteration 22Q: 3 clusters Score -1116590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1116621.250000 Penalty: 3023.033691
	Iteration 23Q: 3 clusters Score -1116621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1116654.375000 Penalty: 3023.033691
	Iteration 24Q: 3 clusters Score -1116654 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1116694.500000 Penalty: 3023.033691
	Iteration 25Q: 3 clusters Score -1116694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1116733.375000 Penalty: 3023.033691
	Iteration 26Q: 3 clusters Score -1116733 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1116781.125000 Penalty: 3023.033691
	Iteration 27Q: 3 clusters Score -1116781 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1116826.750000 Penalty: 3023.033691
	Iteration 28Q: 3 clusters Score -1116827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1116874.625000 Penalty: 3023.033691
	Iteration 29Q: 3 clusters Score -1116875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1116915.375000 Penalty: 3023.033691
	Iteration 30Q: 3 clusters Score -1116915 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1116963.125000 Penalty: 3023.033691
	Iteration 31Q: 3 clusters Score -1116963 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1117004.000000 Penalty: 3023.033691
	Iteration 32Q: 3 clusters Score -1117004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1117046.750000 Penalty: 3023.033691
	Iteration 33Q: 3 clusters Score -1117047 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1117085.500000 Penalty: 3023.033691
	Iteration 34Q: 3 clusters Score -1117086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1117137.375000 Penalty: 3023.033691
	Iteration 35Q: 3 clusters Score -1117137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1117178.250000 Penalty: 3023.033691
	Iteration 36Q: 3 clusters Score -1117178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1117199.875000 Penalty: 3023.033691
	Iteration 37Q: 3 clusters Score -1117200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1117224.875000 Penalty: 3023.033691
	Iteration 38Q: 3 clusters Score -1117225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1117240.000000 Penalty: 3023.033691
	Iteration 39Q: 3 clusters Score -1117240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1117255.750000 Penalty: 3023.033691
	Iteration 40F: 3 clusters Score -1117256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1117260.625000 Penalty: 3023.033691
	Iteration 41Q: 3 clusters Score -1117261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1117270.000000 Penalty: 3023.033691
	Iteration 42Q: 3 clusters Score -1117270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1117277.250000 Penalty: 3023.033691
	Iteration 43Q: 3 clusters Score -1117277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1117283.500000 Penalty: 3023.033691
	Iteration 44Q: 3 clusters Score -1117284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1117285.875000 Penalty: 3023.033691
	Iteration 45Q: 3 clusters Score -1117286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1117285.125000 Penalty: 3023.033691
	Iteration 46Q: 3 clusters Score -1117285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1117290.375000 Penalty: 3023.033691
	Iteration 47Q: 3 clusters Score -1117290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1117296.125000 Penalty: 3023.033691
	Iteration 48Q: 3 clusters Score -1117296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1117294.625000 Penalty: 3023.033691
	Iteration 49Q: 3 clusters Score -1117295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1117294.750000 Penalty: 3023.033691
	Iteration 50Q: 3 clusters Score -1117295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1117296.875000 Penalty: 3023.033691
	Iteration 51Q: 3 clusters Score -1117297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1117296.500000 Penalty: 3023.033691
	Iteration 52Q: 3 clusters Score -1117296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1117296.125000 Penalty: 3023.033691
	Iteration 53Q: 3 clusters Score -1117296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1117296.125000 Penalty: 3023.033691
	Iteration 54F: 3 clusters Score -1117296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Entering Unmasked Estep 
Score: -809926.375000 Penalty: 1458.457764
	Iteration 0F: 2 clusters Score -809926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -804034.625000 Penalty: 2916.915527
	Iteration 0F: 3 clusters Score -804034.6 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -805833.750000 Penalty: 2916.915527
	Iteration 1F: 3 clusters Score -805833.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -806065.312500 Penalty: 2916.915527
	Iteration 2F: 3 clusters Score -806065.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -806241.125000 Penalty: 2916.915527
	Iteration 3F: 3 clusters Score -806241.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -806373.000000 Penalty: 2916.915527
	Iteration 4Q: 3 clusters Score -806373 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -806486.500000 Penalty: 2916.915527
	Iteration 5Q: 3 clusters Score -806486.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -806609.000000 Penalty: 2916.915527
	Iteration 6Q: 3 clusters Score -806609 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -806742.187500 Penalty: 2916.915527
	Iteration 7Q: 3 clusters Score -806742.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -806879.875000 Penalty: 2916.915527
	Iteration 8Q: 3 clusters Score -806879.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -807040.437500 Penalty: 2916.915527
	Iteration 9Q: 3 clusters Score -807040.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -807215.312500 Penalty: 2916.915527
	Iteration 10Q: 3 clusters Score -807215.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -807420.062500 Penalty: 2916.915527
	Iteration 11Q: 3 clusters Score -807420.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -807680.875000 Penalty: 2916.915527
	Iteration 12Q: 3 clusters Score -807680.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -807951.187500 Penalty: 2916.915527
	Iteration 13Q: 3 clusters Score -807951.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -808200.187500 Penalty: 2916.915527
	Iteration 14Q: 3 clusters Score -808200.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -808385.312500 Penalty: 2916.915527
	Iteration 15Q: 3 clusters Score -808385.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -808503.062500 Penalty: 2916.915527
	Iteration 16Q: 3 clusters Score -808503.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -808593.937500 Penalty: 2916.915527
	Iteration 17Q: 3 clusters Score -808593.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -808665.437500 Penalty: 2916.915527
	Iteration 18Q: 3 clusters Score -808665.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -808721.812500 Penalty: 2916.915527
	Iteration 19Q: 3 clusters Score -808721.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -808762.125000 Penalty: 2916.915527
	Iteration 20F: 3 clusters Score -808762.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -808795.875000 Penalty: 2916.915527
	Iteration 21Q: 3 clusters Score -808795.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -808834.937500 Penalty: 2916.915527
	Iteration 22Q: 3 clusters Score -808834.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -808853.375000 Penalty: 2916.915527
	Iteration 23Q: 3 clusters Score -808853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -808866.312500 Penalty: 2916.915527
	Iteration 24Q: 3 clusters Score -808866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -808873.000000 Penalty: 2916.915527
	Iteration 25Q: 3 clusters Score -808873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -808881.062500 Penalty: 2916.915527
	Iteration 26Q: 3 clusters Score -808881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -808887.500000 Penalty: 2916.915527
	Iteration 27Q: 3 clusters Score -808887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -808894.062500 Penalty: 2916.915527
	Iteration 28Q: 3 clusters Score -808894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -808899.312500 Penalty: 2916.915527
	Iteration 29Q: 3 clusters Score -808899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -808899.437500 Penalty: 2916.915527
	Iteration 30Q: 3 clusters Score -808899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -808899.562500 Penalty: 2916.915527
	Iteration 31Q: 3 clusters Score -808899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -808900.062500 Penalty: 2916.915527
	Iteration 32Q: 3 clusters Score -808900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -808900.750000 Penalty: 2916.915527
	Iteration 33Q: 3 clusters Score -808900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -808901.312500 Penalty: 2916.915527
	Iteration 34Q: 3 clusters Score -808901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -808901.312500 Penalty: 2916.915527
	Iteration 35F: 3 clusters Score -808901.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -779903.750000 Penalty: 1452.297974
	Iteration 0F: 2 clusters Score -779903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -774244.875000 Penalty: 2904.595947
	Iteration 0F: 3 clusters Score -774244.9 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -776049.000000 Penalty: 2904.595947
	Iteration 1F: 3 clusters Score -776049 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -776252.937500 Penalty: 2904.595947
	Iteration 2F: 3 clusters Score -776252.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -776404.000000 Penalty: 2904.595947
	Iteration 3Q: 3 clusters Score -776404 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -776545.125000 Penalty: 2904.595947
	Iteration 4Q: 3 clusters Score -776545.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -776676.000000 Penalty: 2904.595947
	Iteration 5Q: 3 clusters Score -776676 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -776815.375000 Penalty: 2904.595947
	Iteration 6Q: 3 clusters Score -776815.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -776990.000000 Penalty: 2904.595947
	Iteration 7Q: 3 clusters Score -776990 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -777208.750000 Penalty: 2904.595947
	Iteration 8Q: 3 clusters Score -777208.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -777452.875000 Penalty: 2904.595947
	Iteration 9Q: 3 clusters Score -777452.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -777718.937500 Penalty: 2904.595947
	Iteration 10Q: 3 clusters Score -777718.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -778016.125000 Penalty: 2904.595947
	Iteration 11Q: 3 clusters Score -778016.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -778410.250000 Penalty: 2904.595947
	Iteration 12Q: 3 clusters Score -778410.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -778763.437500 Penalty: 2904.595947
	Iteration 13Q: 3 clusters Score -778763.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -779025.125000 Penalty: 2904.595947
	Iteration 14Q: 3 clusters Score -779025.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -779189.000000 Penalty: 2904.595947
	Iteration 15Q: 3 clusters Score -779189 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -779311.625000 Penalty: 2904.595947
	Iteration 16Q: 3 clusters Score -779311.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -779381.375000 Penalty: 2904.595947
	Iteration 17Q: 3 clusters Score -779381.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -779425.062500 Penalty: 2904.595947
	Iteration 18Q: 3 clusters Score -779425.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -779448.750000 Penalty: 2904.595947
	Iteration 19Q: 3 clusters Score -779448.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -779460.187500 Penalty: 2904.595947
	Iteration 20F: 3 clusters Score -779460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -779465.812500 Penalty: 2904.595947
	Iteration 21Q: 3 clusters Score -779465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -779473.312500 Penalty: 2904.595947
	Iteration 22Q: 3 clusters Score -779473.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -779477.937500 Penalty: 2904.595947
	Iteration 23Q: 3 clusters Score -779477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -779480.062500 Penalty: 2904.595947
	Iteration 24Q: 3 clusters Score -779480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -779480.687500 Penalty: 2904.595947
	Iteration 25Q: 3 clusters Score -779480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -779482.562500 Penalty: 2904.595947
	Iteration 26Q: 3 clusters Score -779482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -779481.250000 Penalty: 2904.595947
	Iteration 27Q: 3 clusters Score -779481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -779482.000000 Penalty: 2904.595947
	Iteration 28Q: 3 clusters Score -779482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -779482.000000 Penalty: 2904.595947
	Iteration 29F: 3 clusters Score -779482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1007180.312500 Penalty: 1495.161865
	Iteration 0F: 2 clusters Score -1007180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1000083.750000 Penalty: 2990.323730
	Iteration 0F: 3 clusters Score -1000084 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1002430.062500 Penalty: 2990.323730
	Iteration 1F: 3 clusters Score -1002430 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1002756.062500 Penalty: 2990.323730
	Iteration 2F: 3 clusters Score -1002756 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1003022.250000 Penalty: 2990.323730
	Iteration 3F: 3 clusters Score -1003022 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1003250.375000 Penalty: 2990.323730
	Iteration 4F: 3 clusters Score -1003250 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1003456.375000 Penalty: 2990.323730
	Iteration 5Q: 3 clusters Score -1003456 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1003660.437500 Penalty: 2990.323730
	Iteration 6Q: 3 clusters Score -1003660 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1003875.687500 Penalty: 2990.323730
	Iteration 7Q: 3 clusters Score -1003876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1004088.375000 Penalty: 2990.323730
	Iteration 8Q: 3 clusters Score -1004088 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1004327.500000 Penalty: 2990.323730
	Iteration 9Q: 3 clusters Score -1004328 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1004603.875000 Penalty: 2990.323730
	Iteration 10Q: 3 clusters Score -1004604 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1004885.562500 Penalty: 2990.323730
	Iteration 11Q: 3 clusters Score -1004886 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1005160.062500 Penalty: 2990.323730
	Iteration 12Q: 3 clusters Score -1005160 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1005359.312500 Penalty: 2990.323730
	Iteration 13Q: 3 clusters Score -1005359 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1005527.062500 Penalty: 2990.323730
	Iteration 14Q: 3 clusters Score -1005527 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1005618.500000 Penalty: 2990.323730
	Iteration 15Q: 3 clusters Score -1005618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1005691.187500 Penalty: 2990.323730
	Iteration 16Q: 3 clusters Score -1005691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1005735.125000 Penalty: 2990.323730
	Iteration 17Q: 3 clusters Score -1005735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1005771.937500 Penalty: 2990.323730
	Iteration 18Q: 3 clusters Score -1005772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1005805.875000 Penalty: 2990.323730
	Iteration 19Q: 3 clusters Score -1005806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1005826.625000 Penalty: 2990.323730
	Iteration 20F: 3 clusters Score -1005827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1005847.437500 Penalty: 2990.323730
	Iteration 21Q: 3 clusters Score -1005847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1005856.250000 Penalty: 2990.323730
	Iteration 22Q: 3 clusters Score -1005856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1005864.125000 Penalty: 2990.323730
	Iteration 23Q: 3 clusters Score -1005864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1005870.687500 Penalty: 2990.323730
	Iteration 24Q: 3 clusters Score -1005871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1005877.062500 Penalty: 2990.323730
	Iteration 25Q: 3 clusters Score -1005877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1005878.062500 Penalty: 2990.323730
	Iteration 26Q: 3 clusters Score -1005878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1005878.437500 Penalty: 2990.323730
	Iteration 27Q: 3 clusters Score -1005878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1005880.062500 Penalty: 2990.323730
	Iteration 28Q: 3 clusters Score -1005880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1005880.750000 Penalty: 2990.323730
	Iteration 29Q: 3 clusters Score -1005881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1005882.312500 Penalty: 2990.323730
	Iteration 30Q: 3 clusters Score -1005882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1005882.812500 Penalty: 2990.323730
	Iteration 31Q: 3 clusters Score -1005883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1005884.125000 Penalty: 2990.323730
	Iteration 32Q: 3 clusters Score -1005884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1005884.125000 Penalty: 2990.323730
	Iteration 33F: 3 clusters Score -1005884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -159181.843750 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -159181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157339.687500 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -157339.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157725.828125 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -157725.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157928.531250 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -157928.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -158120.953125 Penalty: 2407.180908
	Iteration 3F: 3 clusters Score -158121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -158284.421875 Penalty: 2407.180908
	Iteration 4F: 3 clusters Score -158284.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -158435.937500 Penalty: 2407.180908
	Iteration 5F: 3 clusters Score -158435.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -158530.859375 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -158530.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158589.265625 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -158589.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158638.046875 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -158638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158665.078125 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -158665.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -158692.062500 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -158692.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -158740.421875 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -158740.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158772.265625 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -158772.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158793.625000 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -158793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158809.390625 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -158809.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158824.546875 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -158824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -158834.562500 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -158834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -158843.265625 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -158843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158848.453125 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -158848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158851.234375 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -158851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158851.968750 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -158852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -1521011.125000 Penalty: 1565.137085
	Iteration 0F: 2 clusters Score -1521011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1510393.000000 Penalty: 3130.274170
	Iteration 0F: 3 clusters Score -1510393 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1514283.500000 Penalty: 3130.274170
	Iteration 1F: 3 clusters Score -1514284 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1514802.750000 Penalty: 3130.274170
	Iteration 2F: 3 clusters Score -1514803 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1515434.000000 Penalty: 3130.274170
	Iteration 3F: 3 clusters Score -1515434 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1516219.750000 Penalty: 3130.274170
	Iteration 4F: 3 clusters Score -1516220 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1517058.625000 Penalty: 3130.274170
	Iteration 5F: 3 clusters Score -1517059 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1517809.875000 Penalty: 3130.274170
	Iteration 6F: 3 clusters Score -1517810 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1518297.750000 Penalty: 3130.274170
	Iteration 7F: 3 clusters Score -1518298 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1518610.375000 Penalty: 3130.274170
	Iteration 8Q: 3 clusters Score -1518610 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1518771.375000 Penalty: 3130.274170
	Iteration 9Q: 3 clusters Score -1518771 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1518871.750000 Penalty: 3130.274170
	Iteration 10Q: 3 clusters Score -1518872 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1518940.250000 Penalty: 3130.274170
	Iteration 11Q: 3 clusters Score -1518940 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1519003.625000 Penalty: 3130.274170
	Iteration 12Q: 3 clusters Score -1519004 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1519103.250000 Penalty: 3130.274170
	Iteration 13Q: 3 clusters Score -1519103 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1519225.875000 Penalty: 3130.274170
	Iteration 14Q: 3 clusters Score -1519226 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1519365.125000 Penalty: 3130.274170
	Iteration 15Q: 3 clusters Score -1519365 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1519493.125000 Penalty: 3130.274170
	Iteration 16Q: 3 clusters Score -1519493 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1519629.625000 Penalty: 3130.274170
	Iteration 17Q: 3 clusters Score -1519630 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1519785.000000 Penalty: 3130.274170
	Iteration 18Q: 3 clusters Score -1519785 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1519896.000000 Penalty: 3130.274170
	Iteration 19Q: 3 clusters Score -1519896 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1519991.375000 Penalty: 3130.274170
	Iteration 20F: 3 clusters Score -1519991 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1520078.000000 Penalty: 3130.274170
	Iteration 21Q: 3 clusters Score -1520078 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1520165.625000 Penalty: 3130.274170
	Iteration 22Q: 3 clusters Score -1520166 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1520247.000000 Penalty: 3130.274170
	Iteration 23Q: 3 clusters Score -1520247 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1520322.875000 Penalty: 3130.274170
	Iteration 24Q: 3 clusters Score -1520323 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1520397.250000 Penalty: 3130.274170
	Iteration 25Q: 3 clusters Score -1520397 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1520449.000000 Penalty: 3130.274170
	Iteration 26Q: 3 clusters Score -1520449 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1520514.750000 Penalty: 3130.274170
	Iteration 27Q: 3 clusters Score -1520515 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1520572.625000 Penalty: 3130.274170
	Iteration 28Q: 3 clusters Score -1520573 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1520614.500000 Penalty: 3130.274170
	Iteration 29Q: 3 clusters Score -1520614 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1520649.375000 Penalty: 3130.274170
	Iteration 30Q: 3 clusters Score -1520649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1520667.375000 Penalty: 3130.274170
	Iteration 31Q: 3 clusters Score -1520667 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1520701.375000 Penalty: 3130.274170
	Iteration 32Q: 3 clusters Score -1520701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1520714.625000 Penalty: 3130.274170
	Iteration 33Q: 3 clusters Score -1520715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1520733.625000 Penalty: 3130.274170
	Iteration 34Q: 3 clusters Score -1520734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1520751.125000 Penalty: 3130.274170
	Iteration 35Q: 3 clusters Score -1520751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1520766.750000 Penalty: 3130.274170
	Iteration 36Q: 3 clusters Score -1520767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1520776.625000 Penalty: 3130.274170
	Iteration 37Q: 3 clusters Score -1520777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1520780.125000 Penalty: 3130.274170
	Iteration 38Q: 3 clusters Score -1520780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1520788.125000 Penalty: 3130.274170
	Iteration 39Q: 3 clusters Score -1520788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1520795.000000 Penalty: 3130.274170
	Iteration 40F: 3 clusters Score -1520795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1520794.875000 Penalty: 3130.274170
	Iteration 41Q: 3 clusters Score -1520795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1520799.875000 Penalty: 3130.274170
	Iteration 42Q: 3 clusters Score -1520800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1520799.500000 Penalty: 3130.274170
	Iteration 43Q: 3 clusters Score -1520800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1520803.500000 Penalty: 3130.274170
	Iteration 44Q: 3 clusters Score -1520804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1520803.125000 Penalty: 3130.274170
	Iteration 45Q: 3 clusters Score -1520803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1520807.750000 Penalty: 3130.274170
	Iteration 46Q: 3 clusters Score -1520808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1520809.375000 Penalty: 3130.274170
	Iteration 47Q: 3 clusters Score -1520809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1520813.375000 Penalty: 3130.274170
	Iteration 48Q: 3 clusters Score -1520813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1520808.625000 Penalty: 3130.274170
	Iteration 49Q: 3 clusters Score -1520809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1520812.750000 Penalty: 3130.274170
	Iteration 50Q: 3 clusters Score -1520813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1520816.625000 Penalty: 3130.274170
	Iteration 51Q: 3 clusters Score -1520817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1520818.125000 Penalty: 3130.274170
	Iteration 52Q: 3 clusters Score -1520818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1520817.250000 Penalty: 3130.274170
	Iteration 53Q: 3 clusters Score -1520817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1520817.875000 Penalty: 3130.274170
	Iteration 54Q: 3 clusters Score -1520818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1520818.125000 Penalty: 3130.274170
	Iteration 55Q: 3 clusters Score -1520818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1520815.375000 Penalty: 3130.274170
	Iteration 56Q: 3 clusters Score -1520815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1520814.875000 Penalty: 3130.274170
	Iteration 57Q: 3 clusters Score -1520815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1520816.000000 Penalty: 3130.274170
	Iteration 58Q: 3 clusters Score -1520816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1520817.500000 Penalty: 3130.274170
	Iteration 59Q: 3 clusters Score -1520818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1520817.500000 Penalty: 3130.274170
	Iteration 60F: 3 clusters Score -1520818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Entering Unmasked Estep 
Score: -2677706.750000 Penalty: 1650.601562
	Iteration 0F: 2 clusters Score -2677707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2660301.250000 Penalty: 3301.203125
	Iteration 0F: 3 clusters Score -2660301 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2666930.250000 Penalty: 3301.203125
	Iteration 1F: 3 clusters Score -2666930 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2667514.000000 Penalty: 3301.203125
	Iteration 2F: 3 clusters Score -2667514 nChanged 1324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2668192 nChanged 1399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2668931 nChanged 1464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2669730 nChanged 1403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2670526 nChanged 1400
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Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2671362 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2672210 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2672848 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2673267 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2673470 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2673580 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2673640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2673691 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2673726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2673748 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2673769 nChanged 166
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Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2673790 nChanged 145
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Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2673807 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2673814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2673840 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2673844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2673864.500000 Penalty: 3301.203125
	Iteration 23Q: 3 clusters Score -2673864 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2673883 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2673885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2673897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2673910 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2673921 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2673935 nChanged 117
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Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2673939 nChanged 109
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Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2673950 nChanged 105
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Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2673960 nChanged 93
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Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 10637 members 
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	Iteration 33Q: 3 clusters Score -2673970 nChanged 85
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Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10560 members 
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	Iteration 34Q: 3 clusters Score -2673969 nChanged 82
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Mstep: Class 1 contains 15301 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2673984 nChanged 82
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Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2673992 nChanged 76
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Mstep: Class 1 contains 15455 members 
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	Iteration 37Q: 3 clusters Score -2673988 nChanged 80
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Mstep: Class 1 contains 15535 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2673993 nChanged 96
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Mstep: Class 1 contains 15631 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2674000 nChanged 107
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Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2674008 nChanged 103
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Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2674010 nChanged 100
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Mstep: Class 1 contains 15935 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2674024 nChanged 115
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Mstep: Class 1 contains 16050 members 
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	Iteration 43Q: 3 clusters Score -2674036 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 9616 members 
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	Iteration 44Q: 3 clusters Score -2674049 nChanged 138
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Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2674064 nChanged 154
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Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 9324 members 
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	Iteration 46Q: 3 clusters Score -2674086 nChanged 179
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Mstep: Class 1 contains 16638 members 
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	Iteration 47Q: 3 clusters Score -2674107 nChanged 200
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Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2674134 nChanged 221
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Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 8726 members 
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	Iteration 49Q: 3 clusters Score -2674192 nChanged 230
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Mstep: Class 1 contains 17285 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2674231 nChanged 218
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Mstep: Class 1 contains 17501 members 
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	Iteration 51Q: 3 clusters Score -2674276 nChanged 221
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Mstep: Class 1 contains 17720 members 
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	Iteration 52Q: 3 clusters Score -2674322 nChanged 216
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Mstep: Class 1 contains 17934 members 
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	Iteration 53Q: 3 clusters Score -2674363 nChanged 236
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2674400 nChanged 249
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Mstep: Class 1 contains 18417 members 
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	Iteration 55Q: 3 clusters Score -2674462 nChanged 280
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	Iteration 56Q: 3 clusters Score -2674506 nChanged 288
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Mstep: Class 1 contains 18979 members 
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	Iteration 57Q: 3 clusters Score -2674587 nChanged 281
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Mstep: Class 1 contains 19258 members 
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	Iteration 58Q: 3 clusters Score -2674670 nChanged 295
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Mstep: Class 1 contains 19551 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2674756 nChanged 277
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Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2674804 nChanged 268
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Mstep: Class 1 contains 20094 members 
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	Iteration 61Q: 3 clusters Score -2674880 nChanged 271
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Mstep: Class 1 contains 20357 members 
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	Iteration 62Q: 3 clusters Score -2674968 nChanged 280
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Mstep: Class 1 contains 20631 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2675040 nChanged 258
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	Iteration 64Q: 3 clusters Score -2675122 nChanged 259
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Mstep: Class 1 contains 21146 members 
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	Iteration 65Q: 3 clusters Score -2675197 nChanged 242
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Mstep: Class 1 contains 21384 members 
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	Iteration 66Q: 3 clusters Score -2675262 nChanged 208
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Mstep: Class 1 contains 21588 members 
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	Iteration 67Q: 3 clusters Score -2675310 nChanged 198
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Mstep: Class 1 contains 21784 members 
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	Iteration 68Q: 3 clusters Score -2675366 nChanged 205
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Mstep: Class 2 contains 3798 members 
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	Iteration 69Q: 3 clusters Score -2675422 nChanged 201
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Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 3603 members 
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	Iteration 70Q: 3 clusters Score -2675485 nChanged 207
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Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3398 members 
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	Iteration 71Q: 3 clusters Score -2675545 nChanged 198
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Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 3206 members 
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	Iteration 72Q: 3 clusters Score -2675604 nChanged 192
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Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 3014 members 
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	Iteration 73Q: 3 clusters Score -2675660 nChanged 187
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	Iteration 74Q: 3 clusters Score -2675714 nChanged 175
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	Iteration 75Q: 3 clusters Score -2675772 nChanged 149
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	Iteration 76Q: 3 clusters Score -2675820 nChanged 150
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	Iteration 77Q: 3 clusters Score -2675868 nChanged 129
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	Iteration 78Q: 3 clusters Score -2675910 nChanged 125
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	Iteration 79Q: 3 clusters Score -2675940 nChanged 105
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Mstep: Class 2 contains 2008 members 
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	Iteration 80F: 3 clusters Score -2675970 nChanged 82
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Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1928 members 
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	Iteration 81Q: 3 clusters Score -2675996 nChanged 79
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Mstep: Class 1 contains 23936 members 
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	Iteration 82Q: 3 clusters Score -2676020 nChanged 78
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	Iteration 83Q: 3 clusters Score -2676040 nChanged 84
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	Iteration 84Q: 3 clusters Score -2676062 nChanged 87
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Mstep: Class 1 contains 24181 members 
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	Iteration 85Q: 3 clusters Score -2676087 nChanged 78
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Mstep: Class 1 contains 24255 members 
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	Iteration 86Q: 3 clusters Score -2676117 nChanged 63
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Mstep: Class 1 contains 24316 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2676141 nChanged 79
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	Iteration 88Q: 3 clusters Score -2676170 nChanged 79
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Mstep: Class 1 contains 24464 members 
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	Iteration 89Q: 3 clusters Score -2676202 nChanged 70
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2676227 nChanged 71
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	Iteration 91Q: 3 clusters Score -2676256 nChanged 63
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Mstep: Class 2 contains 1127 members 
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	Iteration 92Q: 3 clusters Score -2676288 nChanged 56
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Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2676312 nChanged 54
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Mstep: Class 1 contains 24766 members 
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	Iteration 94Q: 3 clusters Score -2676336 nChanged 41
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	Iteration 95Q: 3 clusters Score -2676346 nChanged 47
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Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2676368.250000 Penalty: 3301.203125
	Iteration 96Q: 3 clusters Score -2676368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2676389.750000 Penalty: 3301.203125
	Iteration 97Q: 3 clusters Score -2676390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2676398.500000 Penalty: 3301.203125
	Iteration 98Q: 3 clusters Score -2676398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2676406.250000 Penalty: 3301.203125
	Iteration 99Q: 3 clusters Score -2676406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2676412.000000 Penalty: 3301.203125
	Iteration 100F: 3 clusters Score -2676412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2676412.750000 Penalty: 3301.203125
	Iteration 101Q: 3 clusters Score -2676413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2676418.750000 Penalty: 3301.203125
	Iteration 102Q: 3 clusters Score -2676419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2676425.750000 Penalty: 3301.203125
	Iteration 103Q: 3 clusters Score -2676426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2676435.750000 Penalty: 3301.203125
	Iteration 104Q: 3 clusters Score -2676436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2676438.250000 Penalty: 3301.203125
	Iteration 105Q: 3 clusters Score -2676438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2676438.500000 Penalty: 3301.203125
	Iteration 106Q: 3 clusters Score -2676438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2676441.000000 Penalty: 3301.203125
	Iteration 107Q: 3 clusters Score -2676441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2676440.000000 Penalty: 3301.203125
	Iteration 108Q: 3 clusters Score -2676440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2676440.750000 Penalty: 3301.203125
	Iteration 109Q: 3 clusters Score -2676441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2676440.500000 Penalty: 3301.203125
	Iteration 110Q: 3 clusters Score -2676440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2676440.500000 Penalty: 3301.203125
	Iteration 111F: 3 clusters Score -2676440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Entering Unmasked Estep 
Score: -1020473.750000 Penalty: 1497.361450
	Iteration 0F: 2 clusters Score -1020474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1013252.437500 Penalty: 2994.722900
	Iteration 0F: 3 clusters Score -1013252 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1015537.062500 Penalty: 2994.722900
	Iteration 1F: 3 clusters Score -1015537 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1015832.687500 Penalty: 2994.722900
	Iteration 2F: 3 clusters Score -1015833 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1016070.687500 Penalty: 2994.722900
	Iteration 3F: 3 clusters Score -1016071 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1016259.375000 Penalty: 2994.722900
	Iteration 4Q: 3 clusters Score -1016259 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1016441.750000 Penalty: 2994.722900
	Iteration 5Q: 3 clusters Score -1016442 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1016659.125000 Penalty: 2994.722900
	Iteration 6Q: 3 clusters Score -1016659 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1016916.000000 Penalty: 2994.722900
	Iteration 7Q: 3 clusters Score -1016916 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1017273.750000 Penalty: 2994.722900
	Iteration 8F: 3 clusters Score -1017274 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1017716.812500 Penalty: 2994.722900
	Iteration 9F: 3 clusters Score -1017717 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1018162.625000 Penalty: 2994.722900
	Iteration 10F: 3 clusters Score -1018163 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1018597.312500 Penalty: 2994.722900
	Iteration 11F: 3 clusters Score -1018597 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1018963.750000 Penalty: 2994.722900
	Iteration 12Q: 3 clusters Score -1018964 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1019244.250000 Penalty: 2994.722900
	Iteration 13Q: 3 clusters Score -1019244 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1019481.125000 Penalty: 2994.722900
	Iteration 14Q: 3 clusters Score -1019481 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1019655.062500 Penalty: 2994.722900
	Iteration 15Q: 3 clusters Score -1019655 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1019750.750000 Penalty: 2994.722900
	Iteration 16Q: 3 clusters Score -1019751 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1019811.187500 Penalty: 2994.722900
	Iteration 17Q: 3 clusters Score -1019811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1019841.250000 Penalty: 2994.722900
	Iteration 18Q: 3 clusters Score -1019841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1019855.437500 Penalty: 2994.722900
	Iteration 19Q: 3 clusters Score -1019855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1019866.312500 Penalty: 2994.722900
	Iteration 20F: 3 clusters Score -1019866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1019876.125000 Penalty: 2994.722900
	Iteration 21Q: 3 clusters Score -1019876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1019878.875000 Penalty: 2994.722900
	Iteration 22Q: 3 clusters Score -1019879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1019882.437500 Penalty: 2994.722900
	Iteration 23Q: 3 clusters Score -1019882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1019882.687500 Penalty: 2994.722900
	Iteration 24Q: 3 clusters Score -1019883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1019882.437500 Penalty: 2994.722900
	Iteration 25Q: 3 clusters Score -1019882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1019884.187500 Penalty: 2994.722900
	Iteration 26Q: 3 clusters Score -1019884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1019885.687500 Penalty: 2994.722900
	Iteration 27Q: 3 clusters Score -1019886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1019887.000000 Penalty: 2994.722900
	Iteration 28Q: 3 clusters Score -1019887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1019888.187500 Penalty: 2994.722900
	Iteration 29Q: 3 clusters Score -1019888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1019889.687500 Penalty: 2994.722900
	Iteration 30Q: 3 clusters Score -1019890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1019892.125000 Penalty: 2994.722900
	Iteration 31Q: 3 clusters Score -1019892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1019892.250000 Penalty: 2994.722900
	Iteration 32Q: 3 clusters Score -1019892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1019893.875000 Penalty: 2994.722900
	Iteration 33Q: 3 clusters Score -1019894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1019895.062500 Penalty: 2994.722900
	Iteration 34Q: 3 clusters Score -1019895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1019895.062500 Penalty: 2994.722900
	Iteration 35Q: 3 clusters Score -1019895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1019895.750000 Penalty: 2994.722900
	Iteration 36Q: 3 clusters Score -1019896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1019895.750000 Penalty: 2994.722900
	Iteration 37F: 3 clusters Score -1019896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -235917.140625 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -235917.1 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 1169 members 
Entering Unmasked Estep 
Score: -233540.375000 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -233540.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -234063.781250 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -234063.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -234190.500000 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -234190.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -234275.296875 Penalty: 2524.773193
	Iteration 3F: 3 clusters Score -234275.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234325.390625 Penalty: 2524.773193
	Iteration 4Q: 3 clusters Score -234325.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -234368.281250 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -234368.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -234402.046875 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -234402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -234423.781250 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -234423.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -234439.234375 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -234439.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -234459.546875 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -234459.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -234473.906250 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -234473.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -234488.828125 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -234488.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234504.031250 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -234504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -234519.000000 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -234519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -234532.687500 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -234532.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234543.781250 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -234543.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -234552.984375 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -234553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234560.468750 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -234560.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234572.656250 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -234572.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -234588.250000 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -234588.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234601.375000 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -234601.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -234616.859375 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -234616.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234636.812500 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -234636.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -234652.421875 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -234652.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -234665.765625 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -234665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234679.093750 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -234679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -234696.484375 Penalty: 2524.773193
	Iteration 26Q: 3 clusters Score -234696.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234719.656250 Penalty: 2524.773193
	Iteration 27Q: 3 clusters Score -234719.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -234735.875000 Penalty: 2524.773193
	Iteration 28Q: 3 clusters Score -234735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234758.093750 Penalty: 2524.773193
	Iteration 29Q: 3 clusters Score -234758.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -234783.875000 Penalty: 2524.773193
	Iteration 30Q: 3 clusters Score -234783.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234811.781250 Penalty: 2524.773193
	Iteration 31Q: 3 clusters Score -234811.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -234858.203125 Penalty: 2524.773193
	Iteration 32Q: 3 clusters Score -234858.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -234905.250000 Penalty: 2524.773193
	Iteration 33Q: 3 clusters Score -234905.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -234958.546875 Penalty: 2524.773193
	Iteration 34Q: 3 clusters Score -234958.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -234994.531250 Penalty: 2524.773193
	Iteration 35Q: 3 clusters Score -234994.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -235022.328125 Penalty: 2524.773193
	Iteration 36Q: 3 clusters Score -235022.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -235046.218750 Penalty: 2524.773193
	Iteration 37Q: 3 clusters Score -235046.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -235065.953125 Penalty: 2524.773193
	Iteration 38Q: 3 clusters Score -235066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -235078.687500 Penalty: 2524.773193
	Iteration 39Q: 3 clusters Score -235078.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -235088.906250 Penalty: 2524.773193
	Iteration 40F: 3 clusters Score -235088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -235093.703125 Penalty: 2524.773193
	Iteration 41Q: 3 clusters Score -235093.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -235097.515625 Penalty: 2524.773193
	Iteration 42Q: 3 clusters Score -235097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -235102.781250 Penalty: 2524.773193
	Iteration 43Q: 3 clusters Score -235102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -235104.750000 Penalty: 2524.773193
	Iteration 44Q: 3 clusters Score -235104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -235105.000000 Penalty: 2524.773193
	Iteration 45Q: 3 clusters Score -235105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -235106.031250 Penalty: 2524.773193
	Iteration 46Q: 3 clusters Score -235106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -235106.328125 Penalty: 2524.773193
	Iteration 47Q: 3 clusters Score -235106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -235107.531250 Penalty: 2524.773193
	Iteration 48Q: 3 clusters Score -235107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -235108.000000 Penalty: 2524.773193
	Iteration 49Q: 3 clusters Score -235108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -235108.406250 Penalty: 2524.773193
	Iteration 50Q: 3 clusters Score -235108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -235108.406250 Penalty: 2524.773193
	Iteration 51F: 3 clusters Score -235108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -219376.515625 Penalty: 1253.417358
	Iteration 0F: 2 clusters Score -219376.5 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 1144 members 
Entering Unmasked Estep 
Score: -217132.234375 Penalty: 2506.834717
	Iteration 0F: 3 clusters Score -217132.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -217637.250000 Penalty: 2506.834717
	Iteration 1F: 3 clusters Score -217637.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -217797.968750 Penalty: 2506.834717
	Iteration 2F: 3 clusters Score -217798 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -217934.359375 Penalty: 2506.834717
	Iteration 3F: 3 clusters Score -217934.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -218051.671875 Penalty: 2506.834717
	Iteration 4Q: 3 clusters Score -218051.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -218156.281250 Penalty: 2506.834717
	Iteration 5Q: 3 clusters Score -218156.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -218233.031250 Penalty: 2506.834717
	Iteration 6Q: 3 clusters Score -218233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -218284.515625 Penalty: 2506.834717
	Iteration 7Q: 3 clusters Score -218284.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -218323.593750 Penalty: 2506.834717
	Iteration 8Q: 3 clusters Score -218323.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -218350.765625 Penalty: 2506.834717
	Iteration 9Q: 3 clusters Score -218350.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -218367.968750 Penalty: 2506.834717
	Iteration 10Q: 3 clusters Score -218368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -218380.281250 Penalty: 2506.834717
	Iteration 11Q: 3 clusters Score -218380.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -218390.796875 Penalty: 2506.834717
	Iteration 12Q: 3 clusters Score -218390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -218405.703125 Penalty: 2506.834717
	Iteration 13Q: 3 clusters Score -218405.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -218416.500000 Penalty: 2506.834717
	Iteration 14Q: 3 clusters Score -218416.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -218432.734375 Penalty: 2506.834717
	Iteration 15Q: 3 clusters Score -218432.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -218445.859375 Penalty: 2506.834717
	Iteration 16Q: 3 clusters Score -218445.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -218462.109375 Penalty: 2506.834717
	Iteration 17Q: 3 clusters Score -218462.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -218495.562500 Penalty: 2506.834717
	Iteration 18Q: 3 clusters Score -218495.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218537.015625 Penalty: 2506.834717
	Iteration 19Q: 3 clusters Score -218537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -218574.453125 Penalty: 2506.834717
	Iteration 20F: 3 clusters Score -218574.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218615.156250 Penalty: 2506.834717
	Iteration 21Q: 3 clusters Score -218615.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -218646.437500 Penalty: 2506.834717
	Iteration 22Q: 3 clusters Score -218646.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218674.921875 Penalty: 2506.834717
	Iteration 23Q: 3 clusters Score -218674.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218693.875000 Penalty: 2506.834717
	Iteration 24Q: 3 clusters Score -218693.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -218713.203125 Penalty: 2506.834717
	Iteration 25Q: 3 clusters Score -218713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -218726.515625 Penalty: 2506.834717
	Iteration 26Q: 3 clusters Score -218726.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -218739.390625 Penalty: 2506.834717
	Iteration 27Q: 3 clusters Score -218739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218743.703125 Penalty: 2506.834717
	Iteration 28Q: 3 clusters Score -218743.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -218747.109375 Penalty: 2506.834717
	Iteration 29Q: 3 clusters Score -218747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -218749.734375 Penalty: 2506.834717
	Iteration 30Q: 3 clusters Score -218749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -218755.859375 Penalty: 2506.834717
	Iteration 31Q: 3 clusters Score -218755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -218769.437500 Penalty: 2506.834717
	Iteration 32Q: 3 clusters Score -218769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -218777.078125 Penalty: 2506.834717
	Iteration 33Q: 3 clusters Score -218777.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -218784.578125 Penalty: 2506.834717
	Iteration 34Q: 3 clusters Score -218784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218789.421875 Penalty: 2506.834717
	Iteration 35Q: 3 clusters Score -218789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -218794.531250 Penalty: 2506.834717
	Iteration 36Q: 3 clusters Score -218794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -218795.484375 Penalty: 2506.834717
	Iteration 37Q: 3 clusters Score -218795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -218795.703125 Penalty: 2506.834717
	Iteration 38Q: 3 clusters Score -218795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -218795.703125 Penalty: 2506.834717
	Iteration 39F: 3 clusters Score -218795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -201562.890625 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -201562.9 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 1148 members 
Entering Unmasked Estep 
Score: -199285.250000 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -199285.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -199894.765625 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -199894.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -200091.171875 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -200091.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -200236.140625 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -200236.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -200342.687500 Penalty: 2512.306885
	Iteration 4F: 3 clusters Score -200342.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -200425.578125 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -200425.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -200486.906250 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -200486.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -200538.781250 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -200538.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -200573.937500 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -200573.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -200602.390625 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -200602.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -200625.390625 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -200625.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -200635.796875 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -200635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -200647.109375 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -200647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -200652.562500 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -200652.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200658.625000 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -200658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -200665.390625 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -200665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200669.515625 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -200669.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200673.406250 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -200673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200674.828125 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -200674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200675.937500 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -200675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200676.343750 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -200676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -200677.171875 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -200677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -200677.390625 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -200677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -200677.390625 Penalty: 2512.306885
	Iteration 23F: 3 clusters Score -200677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (64696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Entering Unmasked Estep 
Score: -6634151.500000 Penalty: 1800.086426
	Iteration 0F: 2 clusters Score -6634152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -6590984.000000 Penalty: 3600.172852
	Iteration 0F: 3 clusters Score -6590984 nChanged 30656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -6608284.000000 Penalty: 3600.172852
	Iteration 1F: 3 clusters Score -6608284 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -6608972.500000 Penalty: 3600.172852
	Iteration 2Q: 3 clusters Score -6608972 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -6609912.000000 Penalty: 3600.172852
	Iteration 3Q: 3 clusters Score -6609912 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6611167.500000 Penalty: 3600.172852
	Iteration 4Q: 3 clusters Score -6611168 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -6612955.000000 Penalty: 3600.172852
	Iteration 5F: 3 clusters Score -6612955 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -6615673.000000 Penalty: 3600.172852
	Iteration 6F: 3 clusters Score -6615673 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -6619397.500000 Penalty: 3600.172852
	Iteration 7F: 3 clusters Score -6619398 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -6623352.500000 Penalty: 3600.172852
	Iteration 8F: 3 clusters Score -6623352 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -6626677.500000 Penalty: 3600.172852
	Iteration 9F: 3 clusters Score -6626678 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -6628922.500000 Penalty: 3600.172852
	Iteration 10Q: 3 clusters Score -6628922 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -6630360.500000 Penalty: 3600.172852
	Iteration 11Q: 3 clusters Score -6630360 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -6631212.500000 Penalty: 3600.172852
	Iteration 12Q: 3 clusters Score -6631212 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -6631659.500000 Penalty: 3600.172852
	Iteration 13Q: 3 clusters Score -6631660 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -6631907.500000 Penalty: 3600.172852
	Iteration 14Q: 3 clusters Score -6631908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -6632044.500000 Penalty: 3600.172852
	Iteration 15Q: 3 clusters Score -6632044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -6632136.500000 Penalty: 3600.172852
	Iteration 16Q: 3 clusters Score -6632136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -6632212.000000 Penalty: 3600.172852
	Iteration 17Q: 3 clusters Score -6632212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -6632257.000000 Penalty: 3600.172852
	Iteration 18Q: 3 clusters Score -6632257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -6632276.000000 Penalty: 3600.172852
	Iteration 19Q: 3 clusters Score -6632276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -6632296.500000 Penalty: 3600.172852
	Iteration 20F: 3 clusters Score -6632296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -6632315.000000 Penalty: 3600.172852
	Iteration 21Q: 3 clusters Score -6632315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -6632324.500000 Penalty: 3600.172852
	Iteration 22Q: 3 clusters Score -6632324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -6632353.000000 Penalty: 3600.172852
	Iteration 23Q: 3 clusters Score -6632353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -6632373.000000 Penalty: 3600.172852
	Iteration 24Q: 3 clusters Score -6632373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -6632398.000000 Penalty: 3600.172852
	Iteration 25Q: 3 clusters Score -6632398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -6632413.500000 Penalty: 3600.172852
	Iteration 26Q: 3 clusters Score -6632414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -6632445.500000 Penalty: 3600.172852
	Iteration 27Q: 3 clusters Score -6632446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -6632464.500000 Penalty: 3600.172852
	Iteration 28Q: 3 clusters Score -6632464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -6632482.000000 Penalty: 3600.172852
	Iteration 29Q: 3 clusters Score -6632482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -6632513.000000 Penalty: 3600.172852
	Iteration 30Q: 3 clusters Score -6632513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -6632544.500000 Penalty: 3600.172852
	Iteration 31Q: 3 clusters Score -6632544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -6632582.500000 Penalty: 3600.172852
	Iteration 32Q: 3 clusters Score -6632582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -6632616.000000 Penalty: 3600.172852
	Iteration 33Q: 3 clusters Score -6632616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -6632652.000000 Penalty: 3600.172852
	Iteration 34Q: 3 clusters Score -6632652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -6632685.000000 Penalty: 3600.172852
	Iteration 35Q: 3 clusters Score -6632685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -6632704.500000 Penalty: 3600.172852
	Iteration 36Q: 3 clusters Score -6632704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -6632716.000000 Penalty: 3600.172852
	Iteration 37Q: 3 clusters Score -6632716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -6632729.000000 Penalty: 3600.172852
	Iteration 38Q: 3 clusters Score -6632729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -6632738.000000 Penalty: 3600.172852
	Iteration 39Q: 3 clusters Score -6632738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -6632744.500000 Penalty: 3600.172852
	Iteration 40F: 3 clusters Score -6632744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -6632749.500000 Penalty: 3600.172852
	Iteration 41Q: 3 clusters Score -6632750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -6632748.500000 Penalty: 3600.172852
	Iteration 42Q: 3 clusters Score -6632748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -6632755.500000 Penalty: 3600.172852
	Iteration 43Q: 3 clusters Score -6632756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -6632757.000000 Penalty: 3600.172852
	Iteration 44Q: 3 clusters Score -6632757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -6632767.000000 Penalty: 3600.172852
	Iteration 45Q: 3 clusters Score -6632767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -6632784.000000 Penalty: 3600.172852
	Iteration 46Q: 3 clusters Score -6632784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -6632785.000000 Penalty: 3600.172852
	Iteration 47Q: 3 clusters Score -6632785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -6632788.500000 Penalty: 3600.172852
	Iteration 48Q: 3 clusters Score -6632788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -6632804.000000 Penalty: 3600.172852
	Iteration 49Q: 3 clusters Score -6632804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -6632809.000000 Penalty: 3600.172852
	Iteration 50Q: 3 clusters Score -6632809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -6632814.000000 Penalty: 3600.172852
	Iteration 51Q: 3 clusters Score -6632814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -6632822.000000 Penalty: 3600.172852
	Iteration 52Q: 3 clusters Score -6632822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -6632823.500000 Penalty: 3600.172852
	Iteration 53Q: 3 clusters Score -6632824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -6632827.500000 Penalty: 3600.172852
	Iteration 54Q: 3 clusters Score -6632828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -6632830.500000 Penalty: 3600.172852
	Iteration 55Q: 3 clusters Score -6632830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -6632827.000000 Penalty: 3600.172852
	Iteration 56Q: 3 clusters Score -6632827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -6632825.500000 Penalty: 3600.172852
	Iteration 57Q: 3 clusters Score -6632826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -6632832.500000 Penalty: 3600.172852
	Iteration 58Q: 3 clusters Score -6632832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -6632834.500000 Penalty: 3600.172852
	Iteration 59Q: 3 clusters Score -6632834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -6632835.000000 Penalty: 3600.172852
	Iteration 60F: 3 clusters Score -6632835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -6632840.500000 Penalty: 3600.172852
	Iteration 61Q: 3 clusters Score -6632840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -6632839.500000 Penalty: 3600.172852
	Iteration 62Q: 3 clusters Score -6632840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -6632830.500000 Penalty: 3600.172852
	Iteration 63Q: 3 clusters Score -6632830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -6632829.500000 Penalty: 3600.172852
	Iteration 64Q: 3 clusters Score -6632830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -6632829.000000 Penalty: 3600.172852
	Iteration 65Q: 3 clusters Score -6632829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -6632832.500000 Penalty: 3600.172852
	Iteration 66Q: 3 clusters Score -6632832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -6632835.500000 Penalty: 3600.172852
	Iteration 67Q: 3 clusters Score -6632836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -6632836.500000 Penalty: 3600.172852
	Iteration 68Q: 3 clusters Score -6632836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -6632834.000000 Penalty: 3600.172852
	Iteration 69Q: 3 clusters Score -6632834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -6632835.500000 Penalty: 3600.172852
	Iteration 70Q: 3 clusters Score -6632836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -6632836.000000 Penalty: 3600.172852
	Iteration 71Q: 3 clusters Score -6632836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -6632840.500000 Penalty: 3600.172852
	Iteration 72Q: 3 clusters Score -6632840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -6632838.500000 Penalty: 3600.172852
	Iteration 73Q: 3 clusters Score -6632838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -6632837.500000 Penalty: 3600.172852
	Iteration 74Q: 3 clusters Score -6632838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -6632834.500000 Penalty: 3600.172852
	Iteration 75Q: 3 clusters Score -6632834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -6632834.500000 Penalty: 3600.172852
	Iteration 76Q: 3 clusters Score -6632834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -6632838.500000 Penalty: 3600.172852
	Iteration 77Q: 3 clusters Score -6632838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -6632838.500000 Penalty: 3600.172852
	Iteration 78F: 3 clusters Score -6632838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Entering Unmasked Estep 
Score: -2001498.625000 Penalty: 1608.027954
	Iteration 0F: 2 clusters Score -2001499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1987869.250000 Penalty: 3216.055908
	Iteration 0F: 3 clusters Score -1987869 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1992943.250000 Penalty: 3216.055908
	Iteration 1F: 3 clusters Score -1992943 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1993436.125000 Penalty: 3216.055908
	Iteration 2F: 3 clusters Score -1993436 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1994085.875000 Penalty: 3216.055908
	Iteration 3F: 3 clusters Score -1994086 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1994943.750000 Penalty: 3216.055908
	Iteration 4F: 3 clusters Score -1994944 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1995823.375000 Penalty: 3216.055908
	Iteration 5F: 3 clusters Score -1995823 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1996616.250000 Penalty: 3216.055908
	Iteration 6F: 3 clusters Score -1996616 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1997331.750000 Penalty: 3216.055908
	Iteration 7F: 3 clusters Score -1997332 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1997916.500000 Penalty: 3216.055908
	Iteration 8F: 3 clusters Score -1997916 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1998495.125000 Penalty: 3216.055908
	Iteration 9Q: 3 clusters Score -1998495 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1999082.625000 Penalty: 3216.055908
	Iteration 10Q: 3 clusters Score -1999083 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1999566.375000 Penalty: 3216.055908
	Iteration 11Q: 3 clusters Score -1999566 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1999905.750000 Penalty: 3216.055908
	Iteration 12Q: 3 clusters Score -1999906 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2000103.250000 Penalty: 3216.055908
	Iteration 13Q: 3 clusters Score -2000103 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2000239.375000 Penalty: 3216.055908
	Iteration 14Q: 3 clusters Score -2000239 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2000327.375000 Penalty: 3216.055908
	Iteration 15Q: 3 clusters Score -2000327 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2000397.125000 Penalty: 3216.055908
	Iteration 16Q: 3 clusters Score -2000397 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2000458.375000 Penalty: 3216.055908
	Iteration 17Q: 3 clusters Score -2000458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2000537.375000 Penalty: 3216.055908
	Iteration 18Q: 3 clusters Score -2000537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2000596.875000 Penalty: 3216.055908
	Iteration 19Q: 3 clusters Score -2000597 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2000655.250000 Penalty: 3216.055908
	Iteration 20F: 3 clusters Score -2000655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2000704.500000 Penalty: 3216.055908
	Iteration 21Q: 3 clusters Score -2000704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2000726.500000 Penalty: 3216.055908
	Iteration 22Q: 3 clusters Score -2000726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2000740.375000 Penalty: 3216.055908
	Iteration 23Q: 3 clusters Score -2000740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2000755.500000 Penalty: 3216.055908
	Iteration 24Q: 3 clusters Score -2000756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2000765.625000 Penalty: 3216.055908
	Iteration 25Q: 3 clusters Score -2000766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2000776.500000 Penalty: 3216.055908
	Iteration 26Q: 3 clusters Score -2000776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2000782.750000 Penalty: 3216.055908
	Iteration 27Q: 3 clusters Score -2000783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2000782.375000 Penalty: 3216.055908
	Iteration 28Q: 3 clusters Score -2000782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2000786.500000 Penalty: 3216.055908
	Iteration 29Q: 3 clusters Score -2000786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2000801.000000 Penalty: 3216.055908
	Iteration 30Q: 3 clusters Score -2000801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2000799.125000 Penalty: 3216.055908
	Iteration 31Q: 3 clusters Score -2000799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2000801.750000 Penalty: 3216.055908
	Iteration 32Q: 3 clusters Score -2000802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2000805.250000 Penalty: 3216.055908
	Iteration 33Q: 3 clusters Score -2000805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2000807.125000 Penalty: 3216.055908
	Iteration 34Q: 3 clusters Score -2000807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2000809.750000 Penalty: 3216.055908
	Iteration 35Q: 3 clusters Score -2000810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2000808.375000 Penalty: 3216.055908
	Iteration 36Q: 3 clusters Score -2000808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2000811.625000 Penalty: 3216.055908
	Iteration 37Q: 3 clusters Score -2000812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2000809.875000 Penalty: 3216.055908
	Iteration 38Q: 3 clusters Score -2000810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2000809.500000 Penalty: 3216.055908
	Iteration 39Q: 3 clusters Score -2000810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2000810.250000 Penalty: 3216.055908
	Iteration 40F: 3 clusters Score -2000810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2000813.000000 Penalty: 3216.055908
	Iteration 41Q: 3 clusters Score -2000813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2000810.500000 Penalty: 3216.055908
	Iteration 42Q: 3 clusters Score -2000810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2000813.250000 Penalty: 3216.055908
	Iteration 43Q: 3 clusters Score -2000813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2000810.750000 Penalty: 3216.055908
	Iteration 44Q: 3 clusters Score -2000811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2000811.375000 Penalty: 3216.055908
	Iteration 45Q: 3 clusters Score -2000811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2000819.000000 Penalty: 3216.055908
	Iteration 46Q: 3 clusters Score -2000819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2000821.375000 Penalty: 3216.055908
	Iteration 47Q: 3 clusters Score -2000821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2000817.875000 Penalty: 3216.055908
	Iteration 48Q: 3 clusters Score -2000818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2000819.125000 Penalty: 3216.055908
	Iteration 49Q: 3 clusters Score -2000819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2000819.125000 Penalty: 3216.055908
	Iteration 50F: 3 clusters Score -2000819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Entering Unmasked Estep 
Score: -820493.937500 Penalty: 1476.607544
	Iteration 0F: 2 clusters Score -820493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -814231.312500 Penalty: 2953.215088
	Iteration 0F: 3 clusters Score -814231.3 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -816359.562500 Penalty: 2953.215088
	Iteration 1F: 3 clusters Score -816359.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -816741.000000 Penalty: 2953.215088
	Iteration 2F: 3 clusters Score -816741 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -817083.562500 Penalty: 2953.215088
	Iteration 3F: 3 clusters Score -817083.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -817417.250000 Penalty: 2953.215088
	Iteration 4F: 3 clusters Score -817417.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -817687.062500 Penalty: 2953.215088
	Iteration 5F: 3 clusters Score -817687.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -817938.812500 Penalty: 2953.215088
	Iteration 6Q: 3 clusters Score -817938.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -818188.125000 Penalty: 2953.215088
	Iteration 7Q: 3 clusters Score -818188.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -818427.062500 Penalty: 2953.215088
	Iteration 8Q: 3 clusters Score -818427.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -818671.687500 Penalty: 2953.215088
	Iteration 9Q: 3 clusters Score -818671.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -818880.375000 Penalty: 2953.215088
	Iteration 10Q: 3 clusters Score -818880.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -819054.375000 Penalty: 2953.215088
	Iteration 11Q: 3 clusters Score -819054.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -819186.062500 Penalty: 2953.215088
	Iteration 12Q: 3 clusters Score -819186.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -819303.125000 Penalty: 2953.215088
	Iteration 13Q: 3 clusters Score -819303.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -819409.687500 Penalty: 2953.215088
	Iteration 14Q: 3 clusters Score -819409.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -819485.625000 Penalty: 2953.215088
	Iteration 15Q: 3 clusters Score -819485.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -819542.812500 Penalty: 2953.215088
	Iteration 16Q: 3 clusters Score -819542.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -819588.250000 Penalty: 2953.215088
	Iteration 17Q: 3 clusters Score -819588.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -819629.312500 Penalty: 2953.215088
	Iteration 18Q: 3 clusters Score -819629.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -819676.687500 Penalty: 2953.215088
	Iteration 19Q: 3 clusters Score -819676.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -819714.000000 Penalty: 2953.215088
	Iteration 20F: 3 clusters Score -819714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -819748.750000 Penalty: 2953.215088
	Iteration 21Q: 3 clusters Score -819748.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -819776.375000 Penalty: 2953.215088
	Iteration 22Q: 3 clusters Score -819776.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -819803.812500 Penalty: 2953.215088
	Iteration 23Q: 3 clusters Score -819803.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -819824.750000 Penalty: 2953.215088
	Iteration 24Q: 3 clusters Score -819824.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -819834.312500 Penalty: 2953.215088
	Iteration 25Q: 3 clusters Score -819834.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -819845.312500 Penalty: 2953.215088
	Iteration 26Q: 3 clusters Score -819845.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -819855.562500 Penalty: 2953.215088
	Iteration 27Q: 3 clusters Score -819855.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -819864.312500 Penalty: 2953.215088
	Iteration 28Q: 3 clusters Score -819864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -819868.937500 Penalty: 2953.215088
	Iteration 29Q: 3 clusters Score -819868.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -819874.250000 Penalty: 2953.215088
	Iteration 30Q: 3 clusters Score -819874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -819880.250000 Penalty: 2953.215088
	Iteration 31Q: 3 clusters Score -819880.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -819885.000000 Penalty: 2953.215088
	Iteration 32Q: 3 clusters Score -819885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -819887.750000 Penalty: 2953.215088
	Iteration 33Q: 3 clusters Score -819887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -819892.062500 Penalty: 2953.215088
	Iteration 34Q: 3 clusters Score -819892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -819895.437500 Penalty: 2953.215088
	Iteration 35Q: 3 clusters Score -819895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -819902.375000 Penalty: 2953.215088
	Iteration 36Q: 3 clusters Score -819902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -819905.500000 Penalty: 2953.215088
	Iteration 37Q: 3 clusters Score -819905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -819908.875000 Penalty: 2953.215088
	Iteration 38Q: 3 clusters Score -819908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -819909.687500 Penalty: 2953.215088
	Iteration 39Q: 3 clusters Score -819909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -819908.250000 Penalty: 2953.215088
	Iteration 40F: 3 clusters Score -819908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -819909.062500 Penalty: 2953.215088
	Iteration 41Q: 3 clusters Score -819909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -819912.187500 Penalty: 2953.215088
	Iteration 42Q: 3 clusters Score -819912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -819914.000000 Penalty: 2953.215088
	Iteration 43Q: 3 clusters Score -819914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -819913.187500 Penalty: 2953.215088
	Iteration 44Q: 3 clusters Score -819913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -819914.250000 Penalty: 2953.215088
	Iteration 45Q: 3 clusters Score -819914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -819913.687500 Penalty: 2953.215088
	Iteration 46Q: 3 clusters Score -819913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -819914.125000 Penalty: 2953.215088
	Iteration 47Q: 3 clusters Score -819914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -819915.375000 Penalty: 2953.215088
	Iteration 48Q: 3 clusters Score -819915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -819916.375000 Penalty: 2953.215088
	Iteration 49Q: 3 clusters Score -819916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -819915.750000 Penalty: 2953.215088
	Iteration 50Q: 3 clusters Score -819915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -819915.875000 Penalty: 2953.215088
	Iteration 51Q: 3 clusters Score -819915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -819916.250000 Penalty: 2953.215088
	Iteration 52Q: 3 clusters Score -819916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -819916.250000 Penalty: 2953.215088
	Iteration 53F: 3 clusters Score -819916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -323428.375000 Penalty: 1308.756714
	Iteration 0F: 2 clusters Score -323428.4 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 1558 members 
Entering Unmasked Estep 
Score: -320622.187500 Penalty: 2617.513428
	Iteration 0F: 3 clusters Score -320622.2 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -321294.187500 Penalty: 2617.513428
	Iteration 1F: 3 clusters Score -321294.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -321452.625000 Penalty: 2617.513428
	Iteration 2F: 3 clusters Score -321452.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -321544.656250 Penalty: 2617.513428
	Iteration 3F: 3 clusters Score -321544.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321611.937500 Penalty: 2617.513428
	Iteration 4Q: 3 clusters Score -321611.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321653.250000 Penalty: 2617.513428
	Iteration 5Q: 3 clusters Score -321653.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321689.593750 Penalty: 2617.513428
	Iteration 6Q: 3 clusters Score -321689.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -321715.218750 Penalty: 2617.513428
	Iteration 7Q: 3 clusters Score -321715.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321733.250000 Penalty: 2617.513428
	Iteration 8Q: 3 clusters Score -321733.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -321750.281250 Penalty: 2617.513428
	Iteration 9Q: 3 clusters Score -321750.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -321759.937500 Penalty: 2617.513428
	Iteration 10Q: 3 clusters Score -321759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -321766.656250 Penalty: 2617.513428
	Iteration 11Q: 3 clusters Score -321766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -321771.187500 Penalty: 2617.513428
	Iteration 12Q: 3 clusters Score -321771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -321776.375000 Penalty: 2617.513428
	Iteration 13Q: 3 clusters Score -321776.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -321782.031250 Penalty: 2617.513428
	Iteration 14Q: 3 clusters Score -321782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -321787.187500 Penalty: 2617.513428
	Iteration 15Q: 3 clusters Score -321787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -321789.000000 Penalty: 2617.513428
	Iteration 16Q: 3 clusters Score -321789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -321790.562500 Penalty: 2617.513428
	Iteration 17Q: 3 clusters Score -321790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -321792.468750 Penalty: 2617.513428
	Iteration 18Q: 3 clusters Score -321792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -321793.625000 Penalty: 2617.513428
	Iteration 19Q: 3 clusters Score -321793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -321795.906250 Penalty: 2617.513428
	Iteration 20F: 3 clusters Score -321795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -321796.281250 Penalty: 2617.513428
	Iteration 21Q: 3 clusters Score -321796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -321796.437500 Penalty: 2617.513428
	Iteration 22Q: 3 clusters Score -321796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -321798.062500 Penalty: 2617.513428
	Iteration 23Q: 3 clusters Score -321798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321799.062500 Penalty: 2617.513428
	Iteration 24Q: 3 clusters Score -321799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -321798.906250 Penalty: 2617.513428
	Iteration 25Q: 3 clusters Score -321798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321799.875000 Penalty: 2617.513428
	Iteration 26Q: 3 clusters Score -321799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321800.531250 Penalty: 2617.513428
	Iteration 27Q: 3 clusters Score -321800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -321800.875000 Penalty: 2617.513428
	Iteration 28Q: 3 clusters Score -321800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321804.093750 Penalty: 2617.513428
	Iteration 29Q: 3 clusters Score -321804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -321806.812500 Penalty: 2617.513428
	Iteration 30Q: 3 clusters Score -321806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -321811.125000 Penalty: 2617.513428
	Iteration 31Q: 3 clusters Score -321811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -321814.062500 Penalty: 2617.513428
	Iteration 32Q: 3 clusters Score -321814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -321818.031250 Penalty: 2617.513428
	Iteration 33Q: 3 clusters Score -321818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -321820.812500 Penalty: 2617.513428
	Iteration 34Q: 3 clusters Score -321820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -321823.562500 Penalty: 2617.513428
	Iteration 35Q: 3 clusters Score -321823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -321826.531250 Penalty: 2617.513428
	Iteration 36Q: 3 clusters Score -321826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321828.468750 Penalty: 2617.513428
	Iteration 37Q: 3 clusters Score -321828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -321830.500000 Penalty: 2617.513428
	Iteration 38Q: 3 clusters Score -321830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -321831.375000 Penalty: 2617.513428
	Iteration 39Q: 3 clusters Score -321831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321831.656250 Penalty: 2617.513428
	Iteration 40F: 3 clusters Score -321831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -542151.937500 Penalty: 1394.307739
	Iteration 0F: 2 clusters Score -542151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -537966.500000 Penalty: 2788.615479
	Iteration 0F: 3 clusters Score -537966.5 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -539134.687500 Penalty: 2788.615479
	Iteration 1F: 3 clusters Score -539134.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -539302.062500 Penalty: 2788.615479
	Iteration 2F: 3 clusters Score -539302.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -539419.437500 Penalty: 2788.615479
	Iteration 3Q: 3 clusters Score -539419.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -539502.625000 Penalty: 2788.615479
	Iteration 4Q: 3 clusters Score -539502.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -539564.562500 Penalty: 2788.615479
	Iteration 5Q: 3 clusters Score -539564.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -539612.000000 Penalty: 2788.615479
	Iteration 6Q: 3 clusters Score -539612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -539652.062500 Penalty: 2788.615479
	Iteration 7Q: 3 clusters Score -539652.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -539692.437500 Penalty: 2788.615479
	Iteration 8Q: 3 clusters Score -539692.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -539728.312500 Penalty: 2788.615479
	Iteration 9Q: 3 clusters Score -539728.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -539764.875000 Penalty: 2788.615479
	Iteration 10Q: 3 clusters Score -539764.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -539796.250000 Penalty: 2788.615479
	Iteration 11Q: 3 clusters Score -539796.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -539822.250000 Penalty: 2788.615479
	Iteration 12Q: 3 clusters Score -539822.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -539846.687500 Penalty: 2788.615479
	Iteration 13Q: 3 clusters Score -539846.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -539882.937500 Penalty: 2788.615479
	Iteration 14Q: 3 clusters Score -539882.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -539916.500000 Penalty: 2788.615479
	Iteration 15Q: 3 clusters Score -539916.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -539964.312500 Penalty: 2788.615479
	Iteration 16Q: 3 clusters Score -539964.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -540018.312500 Penalty: 2788.615479
	Iteration 17Q: 3 clusters Score -540018.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -540082.187500 Penalty: 2788.615479
	Iteration 18Q: 3 clusters Score -540082.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -540148.500000 Penalty: 2788.615479
	Iteration 19Q: 3 clusters Score -540148.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -540210.125000 Penalty: 2788.615479
	Iteration 20F: 3 clusters Score -540210.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -540270.875000 Penalty: 2788.615479
	Iteration 21Q: 3 clusters Score -540270.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -540313.500000 Penalty: 2788.615479
	Iteration 22Q: 3 clusters Score -540313.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -540346.062500 Penalty: 2788.615479
	Iteration 23Q: 3 clusters Score -540346.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -540382.500000 Penalty: 2788.615479
	Iteration 24Q: 3 clusters Score -540382.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -540407.125000 Penalty: 2788.615479
	Iteration 25Q: 3 clusters Score -540407.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -540435.312500 Penalty: 2788.615479
	Iteration 26Q: 3 clusters Score -540435.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -540456.187500 Penalty: 2788.615479
	Iteration 27Q: 3 clusters Score -540456.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -540481.625000 Penalty: 2788.615479
	Iteration 28Q: 3 clusters Score -540481.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -540506.875000 Penalty: 2788.615479
	Iteration 29Q: 3 clusters Score -540506.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -540533.125000 Penalty: 2788.615479
	Iteration 30Q: 3 clusters Score -540533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -540552.500000 Penalty: 2788.615479
	Iteration 31Q: 3 clusters Score -540552.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -540573.812500 Penalty: 2788.615479
	Iteration 32Q: 3 clusters Score -540573.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -540604.437500 Penalty: 2788.615479
	Iteration 33Q: 3 clusters Score -540604.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -540639.187500 Penalty: 2788.615479
	Iteration 34Q: 3 clusters Score -540639.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -540679.812500 Penalty: 2788.615479
	Iteration 35Q: 3 clusters Score -540679.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -540714.937500 Penalty: 2788.615479
	Iteration 36Q: 3 clusters Score -540714.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -540752.937500 Penalty: 2788.615479
	Iteration 37Q: 3 clusters Score -540752.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -540800.812500 Penalty: 2788.615479
	Iteration 38Q: 3 clusters Score -540800.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -540843.625000 Penalty: 2788.615479
	Iteration 39Q: 3 clusters Score -540843.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -540885.750000 Penalty: 2788.615479
	Iteration 40F: 3 clusters Score -540885.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -540933.312500 Penalty: 2788.615479
	Iteration 41Q: 3 clusters Score -540933.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -540976.562500 Penalty: 2788.615479
	Iteration 42Q: 3 clusters Score -540976.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -541011.250000 Penalty: 2788.615479
	Iteration 43Q: 3 clusters Score -541011.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -541028.250000 Penalty: 2788.615479
	Iteration 44Q: 3 clusters Score -541028.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -541048.062500 Penalty: 2788.615479
	Iteration 45Q: 3 clusters Score -541048.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -541069.312500 Penalty: 2788.615479
	Iteration 46Q: 3 clusters Score -541069.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -541091.000000 Penalty: 2788.615479
	Iteration 47Q: 3 clusters Score -541091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -541112.250000 Penalty: 2788.615479
	Iteration 48Q: 3 clusters Score -541112.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -541134.000000 Penalty: 2788.615479
	Iteration 49Q: 3 clusters Score -541134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -541153.937500 Penalty: 2788.615479
	Iteration 50Q: 3 clusters Score -541153.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -541167.375000 Penalty: 2788.615479
	Iteration 51Q: 3 clusters Score -541167.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -541173.312500 Penalty: 2788.615479
	Iteration 52Q: 3 clusters Score -541173.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -541177.000000 Penalty: 2788.615479
	Iteration 53Q: 3 clusters Score -541177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -541180.625000 Penalty: 2788.615479
	Iteration 54Q: 3 clusters Score -541180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -541183.125000 Penalty: 2788.615479
	Iteration 55Q: 3 clusters Score -541183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -541184.000000 Penalty: 2788.615479
	Iteration 56Q: 3 clusters Score -541184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -541186.375000 Penalty: 2788.615479
	Iteration 57Q: 3 clusters Score -541186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -541187.062500 Penalty: 2788.615479
	Iteration 58Q: 3 clusters Score -541187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -541187.687500 Penalty: 2788.615479
	Iteration 59Q: 3 clusters Score -541187.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -541188.812500 Penalty: 2788.615479
	Iteration 60F: 3 clusters Score -541188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -541188.875000 Penalty: 2788.615479
	Iteration 61Q: 3 clusters Score -541188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -541188.875000 Penalty: 2788.615479
	Iteration 62F: 3 clusters Score -541188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Entering Unmasked Estep 
Score: -834281.375000 Penalty: 1460.804932
	Iteration 0F: 2 clusters Score -834281.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -828487.500000 Penalty: 2921.609863
	Iteration 0F: 3 clusters Score -828487.5 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -830287.562500 Penalty: 2921.609863
	Iteration 1F: 3 clusters Score -830287.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -830532.375000 Penalty: 2921.609863
	Iteration 2F: 3 clusters Score -830532.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -830726.687500 Penalty: 2921.609863
	Iteration 3F: 3 clusters Score -830726.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -830865.437500 Penalty: 2921.609863
	Iteration 4Q: 3 clusters Score -830865.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -830996.687500 Penalty: 2921.609863
	Iteration 5Q: 3 clusters Score -830996.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -831123.312500 Penalty: 2921.609863
	Iteration 6Q: 3 clusters Score -831123.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -831228.562500 Penalty: 2921.609863
	Iteration 7Q: 3 clusters Score -831228.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -831320.312500 Penalty: 2921.609863
	Iteration 8Q: 3 clusters Score -831320.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -831413.500000 Penalty: 2921.609863
	Iteration 9Q: 3 clusters Score -831413.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -831488.687500 Penalty: 2921.609863
	Iteration 10Q: 3 clusters Score -831488.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -831577.187500 Penalty: 2921.609863
	Iteration 11Q: 3 clusters Score -831577.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -831655.625000 Penalty: 2921.609863
	Iteration 12Q: 3 clusters Score -831655.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -831728.625000 Penalty: 2921.609863
	Iteration 13Q: 3 clusters Score -831728.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -831801.875000 Penalty: 2921.609863
	Iteration 14Q: 3 clusters Score -831801.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -831878.250000 Penalty: 2921.609863
	Iteration 15Q: 3 clusters Score -831878.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -831956.187500 Penalty: 2921.609863
	Iteration 16Q: 3 clusters Score -831956.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -832021.750000 Penalty: 2921.609863
	Iteration 17Q: 3 clusters Score -832021.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -832092.000000 Penalty: 2921.609863
	Iteration 18Q: 3 clusters Score -832092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -832169.375000 Penalty: 2921.609863
	Iteration 19Q: 3 clusters Score -832169.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -832241.062500 Penalty: 2921.609863
	Iteration 20F: 3 clusters Score -832241.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -832302.562500 Penalty: 2921.609863
	Iteration 21Q: 3 clusters Score -832302.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -832345.312500 Penalty: 2921.609863
	Iteration 22Q: 3 clusters Score -832345.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -832390.875000 Penalty: 2921.609863
	Iteration 23Q: 3 clusters Score -832390.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -832430.000000 Penalty: 2921.609863
	Iteration 24Q: 3 clusters Score -832430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -832476.625000 Penalty: 2921.609863
	Iteration 25Q: 3 clusters Score -832476.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -832515.562500 Penalty: 2921.609863
	Iteration 26Q: 3 clusters Score -832515.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -832560.125000 Penalty: 2921.609863
	Iteration 27Q: 3 clusters Score -832560.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -832597.062500 Penalty: 2921.609863
	Iteration 28Q: 3 clusters Score -832597.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -832636.312500 Penalty: 2921.609863
	Iteration 29Q: 3 clusters Score -832636.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -832674.375000 Penalty: 2921.609863
	Iteration 30Q: 3 clusters Score -832674.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -832699.000000 Penalty: 2921.609863
	Iteration 31Q: 3 clusters Score -832699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -832724.937500 Penalty: 2921.609863
	Iteration 32Q: 3 clusters Score -832724.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -832742.000000 Penalty: 2921.609863
	Iteration 33Q: 3 clusters Score -832742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -832756.687500 Penalty: 2921.609863
	Iteration 34Q: 3 clusters Score -832756.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -832774.500000 Penalty: 2921.609863
	Iteration 35Q: 3 clusters Score -832774.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -832797.062500 Penalty: 2921.609863
	Iteration 36Q: 3 clusters Score -832797.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -832828.937500 Penalty: 2921.609863
	Iteration 37Q: 3 clusters Score -832828.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -832856.000000 Penalty: 2921.609863
	Iteration 38Q: 3 clusters Score -832856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -832879.437500 Penalty: 2921.609863
	Iteration 39Q: 3 clusters Score -832879.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -832898.500000 Penalty: 2921.609863
	Iteration 40F: 3 clusters Score -832898.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -832911.875000 Penalty: 2921.609863
	Iteration 41Q: 3 clusters Score -832911.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -832924.500000 Penalty: 2921.609863
	Iteration 42Q: 3 clusters Score -832924.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -832938.312500 Penalty: 2921.609863
	Iteration 43Q: 3 clusters Score -832938.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -832953.500000 Penalty: 2921.609863
	Iteration 44Q: 3 clusters Score -832953.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -832959.562500 Penalty: 2921.609863
	Iteration 45Q: 3 clusters Score -832959.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -832968.125000 Penalty: 2921.609863
	Iteration 46Q: 3 clusters Score -832968.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -832973.187500 Penalty: 2921.609863
	Iteration 47Q: 3 clusters Score -832973.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -832979.062500 Penalty: 2921.609863
	Iteration 48Q: 3 clusters Score -832979.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -832985.000000 Penalty: 2921.609863
	Iteration 49Q: 3 clusters Score -832985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -832996.250000 Penalty: 2921.609863
	Iteration 50Q: 3 clusters Score -832996.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -833006.875000 Penalty: 2921.609863
	Iteration 51Q: 3 clusters Score -833006.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -833015.250000 Penalty: 2921.609863
	Iteration 52Q: 3 clusters Score -833015.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -833022.500000 Penalty: 2921.609863
	Iteration 53Q: 3 clusters Score -833022.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -833032.187500 Penalty: 2921.609863
	Iteration 54Q: 3 clusters Score -833032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -833036.312500 Penalty: 2921.609863
	Iteration 55Q: 3 clusters Score -833036.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -833039.000000 Penalty: 2921.609863
	Iteration 56Q: 3 clusters Score -833039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -833043.750000 Penalty: 2921.609863
	Iteration 57Q: 3 clusters Score -833043.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -833049.312500 Penalty: 2921.609863
	Iteration 58Q: 3 clusters Score -833049.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -833056.875000 Penalty: 2921.609863
	Iteration 59Q: 3 clusters Score -833056.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -833061.875000 Penalty: 2921.609863
	Iteration 60F: 3 clusters Score -833061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -833064.625000 Penalty: 2921.609863
	Iteration 61Q: 3 clusters Score -833064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -833067.250000 Penalty: 2921.609863
	Iteration 62Q: 3 clusters Score -833067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -833072.375000 Penalty: 2921.609863
	Iteration 63Q: 3 clusters Score -833072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -833071.375000 Penalty: 2921.609863
	Iteration 64Q: 3 clusters Score -833071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -833070.312500 Penalty: 2921.609863
	Iteration 65Q: 3 clusters Score -833070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -833070.312500 Penalty: 2921.609863
	Iteration 66F: 3 clusters Score -833070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -353186.437500 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -353186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -350079.781250 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -350079.8 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350868.406250 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -350868.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -351048.437500 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -351048.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -351179.718750 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -351179.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -351264.343750 Penalty: 2661.594482
	Iteration 4Q: 3 clusters Score -351264.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -351330.187500 Penalty: 2661.594482
	Iteration 5Q: 3 clusters Score -351330.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -351387.500000 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -351387.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -351452.031250 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -351452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -351518.437500 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -351518.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -351607.937500 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -351607.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -351676.281250 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -351676.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -351748.375000 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -351748.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -351818.500000 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -351818.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -351901.062500 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -351901.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -351997.218750 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -351997.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -352092.468750 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -352092.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -352208.125000 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -352208.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -352314.343750 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -352314.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -352452.250000 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -352452.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -352621.000000 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -352621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -352844.937500 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -352844.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -353017.437500 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -353017.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -353097.250000 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -353097.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -353111.031250 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -353111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -353115.343750 Penalty: 2661.594482
	Iteration 24Q: 3 clusters Score -353115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -353118.906250 Penalty: 2661.594482
	Iteration 25Q: 3 clusters Score -353118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -353120.312500 Penalty: 2661.594482
	Iteration 26Q: 3 clusters Score -353120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -353120.312500 Penalty: 2661.594482
	Iteration 27Q: 3 clusters Score -353120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -353120.937500 Penalty: 2661.594482
	Iteration 28Q: 3 clusters Score -353120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -353120.968750 Penalty: 2661.594482
	Iteration 29Q: 3 clusters Score -353121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -353120.968750 Penalty: 2661.594482
	Iteration 30F: 3 clusters Score -353121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -417896.468750 Penalty: 1355.595337
	Iteration 0F: 2 clusters Score -417896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -414368.906250 Penalty: 2711.190674
	Iteration 0F: 3 clusters Score -414368.9 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -415280.218750 Penalty: 2711.190674
	Iteration 1F: 3 clusters Score -415280.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -415461.593750 Penalty: 2711.190674
	Iteration 2F: 3 clusters Score -415461.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -415591.468750 Penalty: 2711.190674
	Iteration 3F: 3 clusters Score -415591.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -415703.750000 Penalty: 2711.190674
	Iteration 4Q: 3 clusters Score -415703.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -415797.906250 Penalty: 2711.190674
	Iteration 5Q: 3 clusters Score -415797.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -415920.218750 Penalty: 2711.190674
	Iteration 6Q: 3 clusters Score -415920.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -416042.125000 Penalty: 2711.190674
	Iteration 7Q: 3 clusters Score -416042.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -416158.156250 Penalty: 2711.190674
	Iteration 8Q: 3 clusters Score -416158.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -416296.312500 Penalty: 2711.190674
	Iteration 9Q: 3 clusters Score -416296.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -416418.562500 Penalty: 2711.190674
	Iteration 10Q: 3 clusters Score -416418.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -416519.875000 Penalty: 2711.190674
	Iteration 11Q: 3 clusters Score -416519.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416639.375000 Penalty: 2711.190674
	Iteration 12Q: 3 clusters Score -416639.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -416768.531250 Penalty: 2711.190674
	Iteration 13Q: 3 clusters Score -416768.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -416881.406250 Penalty: 2711.190674
	Iteration 14Q: 3 clusters Score -416881.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -416989.218750 Penalty: 2711.190674
	Iteration 15Q: 3 clusters Score -416989.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -417105.437500 Penalty: 2711.190674
	Iteration 16Q: 3 clusters Score -417105.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -417239.718750 Penalty: 2711.190674
	Iteration 17Q: 3 clusters Score -417239.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -417384.593750 Penalty: 2711.190674
	Iteration 18Q: 3 clusters Score -417384.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -417549.593750 Penalty: 2711.190674
	Iteration 19Q: 3 clusters Score -417549.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -417687.000000 Penalty: 2711.190674
	Iteration 20F: 3 clusters Score -417687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -417739.750000 Penalty: 2711.190674
	Iteration 21Q: 3 clusters Score -417739.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -417754.375000 Penalty: 2711.190674
	Iteration 22Q: 3 clusters Score -417754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -417761.093750 Penalty: 2711.190674
	Iteration 23Q: 3 clusters Score -417761.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -417767.125000 Penalty: 2711.190674
	Iteration 24Q: 3 clusters Score -417767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -417768.687500 Penalty: 2711.190674
	Iteration 25Q: 3 clusters Score -417768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -417770.343750 Penalty: 2711.190674
	Iteration 26Q: 3 clusters Score -417770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -417771.406250 Penalty: 2711.190674
	Iteration 27Q: 3 clusters Score -417771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -417770.812500 Penalty: 2711.190674
	Iteration 28Q: 3 clusters Score -417770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -417770.812500 Penalty: 2711.190674
	Iteration 29F: 3 clusters Score -417770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -205668.984375 Penalty: 1238.682861
	Iteration 0F: 2 clusters Score -205669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -203565.343750 Penalty: 2477.365723
	Iteration 0F: 3 clusters Score -203565.3 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -204008.796875 Penalty: 2477.365723
	Iteration 1F: 3 clusters Score -204008.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204140.796875 Penalty: 2477.365723
	Iteration 2F: 3 clusters Score -204140.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -204219.968750 Penalty: 2477.365723
	Iteration 3F: 3 clusters Score -204220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -204284.890625 Penalty: 2477.365723
	Iteration 4Q: 3 clusters Score -204284.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -204351.500000 Penalty: 2477.365723
	Iteration 5Q: 3 clusters Score -204351.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -204400.015625 Penalty: 2477.365723
	Iteration 6Q: 3 clusters Score -204400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -204432.812500 Penalty: 2477.365723
	Iteration 7Q: 3 clusters Score -204432.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204460.140625 Penalty: 2477.365723
	Iteration 8Q: 3 clusters Score -204460.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -204482.625000 Penalty: 2477.365723
	Iteration 9Q: 3 clusters Score -204482.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204500.734375 Penalty: 2477.365723
	Iteration 10Q: 3 clusters Score -204500.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -204514.265625 Penalty: 2477.365723
	Iteration 11Q: 3 clusters Score -204514.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -204527.781250 Penalty: 2477.365723
	Iteration 12Q: 3 clusters Score -204527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -204538.968750 Penalty: 2477.365723
	Iteration 13Q: 3 clusters Score -204539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204547.187500 Penalty: 2477.365723
	Iteration 14Q: 3 clusters Score -204547.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -204557.234375 Penalty: 2477.365723
	Iteration 15Q: 3 clusters Score -204557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -204562.515625 Penalty: 2477.365723
	Iteration 16Q: 3 clusters Score -204562.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -204571.343750 Penalty: 2477.365723
	Iteration 17Q: 3 clusters Score -204571.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -204575.015625 Penalty: 2477.365723
	Iteration 18Q: 3 clusters Score -204575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -204580.203125 Penalty: 2477.365723
	Iteration 19Q: 3 clusters Score -204580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -204584.203125 Penalty: 2477.365723
	Iteration 20F: 3 clusters Score -204584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -204588.937500 Penalty: 2477.365723
	Iteration 21Q: 3 clusters Score -204588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -204594.187500 Penalty: 2477.365723
	Iteration 22Q: 3 clusters Score -204594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -204597.031250 Penalty: 2477.365723
	Iteration 23Q: 3 clusters Score -204597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -204599.640625 Penalty: 2477.365723
	Iteration 24Q: 3 clusters Score -204599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -204602.562500 Penalty: 2477.365723
	Iteration 25Q: 3 clusters Score -204602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -204605.640625 Penalty: 2477.365723
	Iteration 26Q: 3 clusters Score -204605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -204608.765625 Penalty: 2477.365723
	Iteration 27Q: 3 clusters Score -204608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -204612.500000 Penalty: 2477.365723
	Iteration 28Q: 3 clusters Score -204612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -204617.921875 Penalty: 2477.365723
	Iteration 29Q: 3 clusters Score -204617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -204622.328125 Penalty: 2477.365723
	Iteration 30Q: 3 clusters Score -204622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -204623.234375 Penalty: 2477.365723
	Iteration 31Q: 3 clusters Score -204623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -204624.765625 Penalty: 2477.365723
	Iteration 32Q: 3 clusters Score -204624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -204625.515625 Penalty: 2477.365723
	Iteration 33Q: 3 clusters Score -204625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -204625.515625 Penalty: 2477.365723
	Iteration 34F: 3 clusters Score -204625.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Entering Unmasked Estep 
Score: -2541583.000000 Penalty: 1657.873047
	Iteration 0F: 2 clusters Score -2541583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2523354.750000 Penalty: 3315.746094
	Iteration 0F: 3 clusters Score -2523355 nChanged 12261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2530321.250000 Penalty: 3315.746094
	Iteration 1F: 3 clusters Score -2530321 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2531081.750000 Penalty: 3315.746094
	Iteration 2F: 3 clusters Score -2531082 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2532074.500000 Penalty: 3315.746094
	Iteration 3F: 3 clusters Score -2532074 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2533147.000000 Penalty: 3315.746094
	Iteration 4F: 3 clusters Score -2533147 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2534095.750000 Penalty: 3315.746094
	Iteration 5F: 3 clusters Score -2534096 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2535006.250000 Penalty: 3315.746094
	Iteration 6F: 3 clusters Score -2535006 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2535885.750000 Penalty: 3315.746094
	Iteration 7F: 3 clusters Score -2535886 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2536661.500000 Penalty: 3315.746094
	Iteration 8Q: 3 clusters Score -2536662 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2537247.250000 Penalty: 3315.746094
	Iteration 9Q: 3 clusters Score -2537247 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2537688.250000 Penalty: 3315.746094
	Iteration 10Q: 3 clusters Score -2537688 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2538011.750000 Penalty: 3315.746094
	Iteration 11Q: 3 clusters Score -2538012 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2538229.000000 Penalty: 3315.746094
	Iteration 12Q: 3 clusters Score -2538229 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2538407.000000 Penalty: 3315.746094
	Iteration 13Q: 3 clusters Score -2538407 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2538587.000000 Penalty: 3315.746094
	Iteration 14Q: 3 clusters Score -2538587 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2538756.750000 Penalty: 3315.746094
	Iteration 15Q: 3 clusters Score -2538757 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2538930.750000 Penalty: 3315.746094
	Iteration 16Q: 3 clusters Score -2538931 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2539108.250000 Penalty: 3315.746094
	Iteration 17Q: 3 clusters Score -2539108 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2539295.000000 Penalty: 3315.746094
	Iteration 18Q: 3 clusters Score -2539295 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2539467.250000 Penalty: 3315.746094
	Iteration 19Q: 3 clusters Score -2539467 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2539647.000000 Penalty: 3315.746094
	Iteration 20F: 3 clusters Score -2539647 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2539844.500000 Penalty: 3315.746094
	Iteration 21Q: 3 clusters Score -2539844 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2540072.000000 Penalty: 3315.746094
	Iteration 22Q: 3 clusters Score -2540072 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2540302.000000 Penalty: 3315.746094
	Iteration 23Q: 3 clusters Score -2540302 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2540521.750000 Penalty: 3315.746094
	Iteration 24Q: 3 clusters Score -2540522 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2540752.250000 Penalty: 3315.746094
	Iteration 25Q: 3 clusters Score -2540752 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2540962.000000 Penalty: 3315.746094
	Iteration 26Q: 3 clusters Score -2540962 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2541154.000000 Penalty: 3315.746094
	Iteration 27Q: 3 clusters Score -2541154 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2541311.250000 Penalty: 3315.746094
	Iteration 28Q: 3 clusters Score -2541311 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2541435.750000 Penalty: 3315.746094
	Iteration 29Q: 3 clusters Score -2541436 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2541549.250000 Penalty: 3315.746094
	Iteration 30Q: 3 clusters Score -2541549 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2541679.750000 Penalty: 3315.746094
	Iteration 31Q: 3 clusters Score -2541680 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2541778.750000 Penalty: 3315.746094
	Iteration 32Q: 3 clusters Score -2541779 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -2541870.500000 Penalty: 3315.746094
	Iteration 33Q: 3 clusters Score -2541870 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2541945.250000 Penalty: 3315.746094
	Iteration 34Q: 3 clusters Score -2541945 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2541989.000000 Penalty: 3315.746094
	Iteration 35Q: 3 clusters Score -2541989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2542009.000000 Penalty: 3315.746094
	Iteration 36Q: 3 clusters Score -2542009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -2542033.000000 Penalty: 3315.746094
	Iteration 37Q: 3 clusters Score -2542033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -2542048.750000 Penalty: 3315.746094
	Iteration 38Q: 3 clusters Score -2542049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2542061.750000 Penalty: 3315.746094
	Iteration 39Q: 3 clusters Score -2542062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2542072.250000 Penalty: 3315.746094
	Iteration 40F: 3 clusters Score -2542072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2542075.750000 Penalty: 3315.746094
	Iteration 41Q: 3 clusters Score -2542076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2542088.750000 Penalty: 3315.746094
	Iteration 42Q: 3 clusters Score -2542089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -2542094.500000 Penalty: 3315.746094
	Iteration 43Q: 3 clusters Score -2542094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -2542095.750000 Penalty: 3315.746094
	Iteration 44Q: 3 clusters Score -2542096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2542099.750000 Penalty: 3315.746094
	Iteration 45Q: 3 clusters Score -2542100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2542103.750000 Penalty: 3315.746094
	Iteration 46Q: 3 clusters Score -2542104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2542106.250000 Penalty: 3315.746094
	Iteration 47Q: 3 clusters Score -2542106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2542105.500000 Penalty: 3315.746094
	Iteration 48Q: 3 clusters Score -2542106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2542105.500000 Penalty: 3315.746094
	Iteration 49F: 3 clusters Score -2542106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64696 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11262 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 79189 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 25712 members 
Entering Unmasked Estep 
Score: -54943584.000000 Penalty: 94598.937500
Splitting cluster 34 changes total score from -54943572.000000 to -54943584.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 35 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -191149.796875 Penalty: 1234.495361
	Iteration 0F: 2 clusters Score -191149.8 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 990 members 
Entering Unmasked Estep 
Score: -189051.078125 Penalty: 2468.990723
	Iteration 0F: 3 clusters Score -189051.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -189503.062500 Penalty: 2468.990723
	Iteration 1F: 3 clusters Score -189503.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -189632.765625 Penalty: 2468.990723
	Iteration 2F: 3 clusters Score -189632.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -189708.421875 Penalty: 2468.990723
	Iteration 3Q: 3 clusters Score -189708.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -189768.375000 Penalty: 2468.990723
	Iteration 4Q: 3 clusters Score -189768.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -189825.531250 Penalty: 2468.990723
	Iteration 5Q: 3 clusters Score -189825.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189867.828125 Penalty: 2468.990723
	Iteration 6Q: 3 clusters Score -189867.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -189899.640625 Penalty: 2468.990723
	Iteration 7Q: 3 clusters Score -189899.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189930.359375 Penalty: 2468.990723
	Iteration 8Q: 3 clusters Score -189930.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189965.546875 Penalty: 2468.990723
	Iteration 9Q: 3 clusters Score -189965.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -189990.718750 Penalty: 2468.990723
	Iteration 10Q: 3 clusters Score -189990.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -190012.734375 Penalty: 2468.990723
	Iteration 11Q: 3 clusters Score -190012.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -190034.281250 Penalty: 2468.990723
	Iteration 12Q: 3 clusters Score -190034.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -190053.734375 Penalty: 2468.990723
	Iteration 13Q: 3 clusters Score -190053.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -190071.546875 Penalty: 2468.990723
	Iteration 14Q: 3 clusters Score -190071.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190087.765625 Penalty: 2468.990723
	Iteration 15Q: 3 clusters Score -190087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190099.265625 Penalty: 2468.990723
	Iteration 16Q: 3 clusters Score -190099.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -190109.421875 Penalty: 2468.990723
	Iteration 17Q: 3 clusters Score -190109.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190119.562500 Penalty: 2468.990723
	Iteration 18Q: 3 clusters Score -190119.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -190129.750000 Penalty: 2468.990723
	Iteration 19Q: 3 clusters Score -190129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190133.406250 Penalty: 2468.990723
	Iteration 20F: 3 clusters Score -190133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -190138.562500 Penalty: 2468.990723
	Iteration 21Q: 3 clusters Score -190138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -190143.062500 Penalty: 2468.990723
	Iteration 22Q: 3 clusters Score -190143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -190148.250000 Penalty: 2468.990723
	Iteration 23Q: 3 clusters Score -190148.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -190152.437500 Penalty: 2468.990723
	Iteration 24Q: 3 clusters Score -190152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -190154.125000 Penalty: 2468.990723
	Iteration 25Q: 3 clusters Score -190154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -190155.843750 Penalty: 2468.990723
	Iteration 26Q: 3 clusters Score -190155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190157.640625 Penalty: 2468.990723
	Iteration 27Q: 3 clusters Score -190157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -190160.734375 Penalty: 2468.990723
	Iteration 28Q: 3 clusters Score -190160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190163.437500 Penalty: 2468.990723
	Iteration 29Q: 3 clusters Score -190163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190167.296875 Penalty: 2468.990723
	Iteration 30Q: 3 clusters Score -190167.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -190171.421875 Penalty: 2468.990723
	Iteration 31Q: 3 clusters Score -190171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -190172.375000 Penalty: 2468.990723
	Iteration 32Q: 3 clusters Score -190172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -190173.031250 Penalty: 2468.990723
	Iteration 33Q: 3 clusters Score -190173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190174.046875 Penalty: 2468.990723
	Iteration 34Q: 3 clusters Score -190174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190175.031250 Penalty: 2468.990723
	Iteration 35Q: 3 clusters Score -190175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -190175.656250 Penalty: 2468.990723
	Iteration 36Q: 3 clusters Score -190175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -190177.968750 Penalty: 2468.990723
	Iteration 37Q: 3 clusters Score -190178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190181.015625 Penalty: 2468.990723
	Iteration 38Q: 3 clusters Score -190181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190184.343750 Penalty: 2468.990723
	Iteration 39Q: 3 clusters Score -190184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190189.125000 Penalty: 2468.990723
	Iteration 40F: 3 clusters Score -190189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190193.250000 Penalty: 2468.990723
	Iteration 41Q: 3 clusters Score -190193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -190194.515625 Penalty: 2468.990723
	Iteration 42Q: 3 clusters Score -190194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -190196.984375 Penalty: 2468.990723
	Iteration 43Q: 3 clusters Score -190197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190198.921875 Penalty: 2468.990723
	Iteration 44Q: 3 clusters Score -190198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190203.015625 Penalty: 2468.990723
	Iteration 45Q: 3 clusters Score -190203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -190206.703125 Penalty: 2468.990723
	Iteration 46Q: 3 clusters Score -190206.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190222.515625 Penalty: 2468.990723
	Iteration 47Q: 3 clusters Score -190222.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190240.328125 Penalty: 2468.990723
	Iteration 48Q: 3 clusters Score -190240.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190259.218750 Penalty: 2468.990723
	Iteration 49Q: 3 clusters Score -190259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -190274.531250 Penalty: 2468.990723
	Iteration 50Q: 3 clusters Score -190274.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190287.750000 Penalty: 2468.990723
	Iteration 51Q: 3 clusters Score -190287.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190295.453125 Penalty: 2468.990723
	Iteration 52Q: 3 clusters Score -190295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190299.640625 Penalty: 2468.990723
	Iteration 53Q: 3 clusters Score -190299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190303.187500 Penalty: 2468.990723
	Iteration 54Q: 3 clusters Score -190303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190305.109375 Penalty: 2468.990723
	Iteration 55Q: 3 clusters Score -190305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190309.343750 Penalty: 2468.990723
	Iteration 56Q: 3 clusters Score -190309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -190310.843750 Penalty: 2468.990723
	Iteration 57Q: 3 clusters Score -190310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -190311.468750 Penalty: 2468.990723
	Iteration 58Q: 3 clusters Score -190311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -190311.468750 Penalty: 2468.990723
	Iteration 59F: 3 clusters Score -190311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -25296.316406 Penalty: 936.333374
	Iteration 0F: 2 clusters Score -25296.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24421.406250 Penalty: 1872.666748
	Iteration 0F: 3 clusters Score -24421.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24588.400391 Penalty: 1872.666748
	Iteration 1F: 3 clusters Score -24588.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24634.824219 Penalty: 1872.666748
	Iteration 2F: 3 clusters Score -24634.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24665.087891 Penalty: 1872.666748
	Iteration 3Q: 3 clusters Score -24665.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24684.265625 Penalty: 1872.666748
	Iteration 4Q: 3 clusters Score -24684.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24688.037109 Penalty: 1872.666748
	Iteration 5Q: 3 clusters Score -24688.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24690.546875 Penalty: 1872.666748
	Iteration 6Q: 3 clusters Score -24690.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24691.384766 Penalty: 1872.666748
	Iteration 7Q: 3 clusters Score -24691.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24692.718750 Penalty: 1872.666748
	Iteration 8Q: 3 clusters Score -24692.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24696.097656 Penalty: 1872.666748
	Iteration 9Q: 3 clusters Score -24696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24696.583984 Penalty: 1872.666748
	Iteration 10Q: 3 clusters Score -24696.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24700.386719 Penalty: 1872.666748
	Iteration 11Q: 3 clusters Score -24700.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24700.386719 Penalty: 1872.666748
	Iteration 12F: 3 clusters Score -24700.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Entering Unmasked Estep 
Score: -2842945.500000 Penalty: 1664.028320
	Iteration 0F: 2 clusters Score -2842946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2824110.500000 Penalty: 3328.056641
	Iteration 0F: 3 clusters Score -2824110 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2831452.500000 Penalty: 3328.056641
	Iteration 1F: 3 clusters Score -2831452 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2832188.250000 Penalty: 3328.056641
	Iteration 2F: 3 clusters Score -2832188 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2833183.500000 Penalty: 3328.056641
	Iteration 3F: 3 clusters Score -2833184 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2834566.500000 Penalty: 3328.056641
	Iteration 4F: 3 clusters Score -2834566 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2836317.750000 Penalty: 3328.056641
	Iteration 5F: 3 clusters Score -2836318 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2838055.500000 Penalty: 3328.056641
	Iteration 6F: 3 clusters Score -2838056 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2839483.500000 Penalty: 3328.056641
	Iteration 7F: 3 clusters Score -2839484 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2840460.000000 Penalty: 3328.056641
	Iteration 8Q: 3 clusters Score -2840460 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2840983.750000 Penalty: 3328.056641
	Iteration 9Q: 3 clusters Score -2840984 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -2841227.750000 Penalty: 3328.056641
	Iteration 10Q: 3 clusters Score -2841228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2841343.750000 Penalty: 3328.056641
	Iteration 11Q: 3 clusters Score -2841344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2841411.500000 Penalty: 3328.056641
	Iteration 12Q: 3 clusters Score -2841412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -2841433.250000 Penalty: 3328.056641
	Iteration 13Q: 3 clusters Score -2841433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2841457.000000 Penalty: 3328.056641
	Iteration 14Q: 3 clusters Score -2841457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2841470.250000 Penalty: 3328.056641
	Iteration 15Q: 3 clusters Score -2841470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -2841489.750000 Penalty: 3328.056641
	Iteration 16Q: 3 clusters Score -2841490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -2841498.250000 Penalty: 3328.056641
	Iteration 17Q: 3 clusters Score -2841498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -2841505.250000 Penalty: 3328.056641
	Iteration 18Q: 3 clusters Score -2841505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -2841504.750000 Penalty: 3328.056641
	Iteration 19Q: 3 clusters Score -2841505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -2841505.750000 Penalty: 3328.056641
	Iteration 20F: 3 clusters Score -2841506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Entering Unmasked Estep 
Score: -1150670.500000 Penalty: 1515.993286
	Iteration 0F: 2 clusters Score -1150670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1142659.750000 Penalty: 3031.986572
	Iteration 0F: 3 clusters Score -1142660 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1145379.250000 Penalty: 3031.986572
	Iteration 1F: 3 clusters Score -1145379 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1145802.125000 Penalty: 3031.986572
	Iteration 2F: 3 clusters Score -1145802 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1146301.750000 Penalty: 3031.986572
	Iteration 3F: 3 clusters Score -1146302 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1146905.375000 Penalty: 3031.986572
	Iteration 4F: 3 clusters Score -1146905 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1147539.000000 Penalty: 3031.986572
	Iteration 5F: 3 clusters Score -1147539 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1148173.375000 Penalty: 3031.986572
	Iteration 6F: 3 clusters Score -1148173 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1148729.000000 Penalty: 3031.986572
	Iteration 7F: 3 clusters Score -1148729 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1149147.000000 Penalty: 3031.986572
	Iteration 8Q: 3 clusters Score -1149147 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1149452.000000 Penalty: 3031.986572
	Iteration 9Q: 3 clusters Score -1149452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1149649.250000 Penalty: 3031.986572
	Iteration 10Q: 3 clusters Score -1149649 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1149729.000000 Penalty: 3031.986572
	Iteration 11Q: 3 clusters Score -1149729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1149775.125000 Penalty: 3031.986572
	Iteration 12Q: 3 clusters Score -1149775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1149810.500000 Penalty: 3031.986572
	Iteration 13Q: 3 clusters Score -1149810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1149835.625000 Penalty: 3031.986572
	Iteration 14Q: 3 clusters Score -1149836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1149849.500000 Penalty: 3031.986572
	Iteration 15Q: 3 clusters Score -1149850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1149862.250000 Penalty: 3031.986572
	Iteration 16Q: 3 clusters Score -1149862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1149869.625000 Penalty: 3031.986572
	Iteration 17Q: 3 clusters Score -1149870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1149875.250000 Penalty: 3031.986572
	Iteration 18Q: 3 clusters Score -1149875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1149887.125000 Penalty: 3031.986572
	Iteration 19Q: 3 clusters Score -1149887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1149893.000000 Penalty: 3031.986572
	Iteration 20F: 3 clusters Score -1149893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1149900.375000 Penalty: 3031.986572
	Iteration 21Q: 3 clusters Score -1149900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1149905.500000 Penalty: 3031.986572
	Iteration 22Q: 3 clusters Score -1149906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1149908.000000 Penalty: 3031.986572
	Iteration 23Q: 3 clusters Score -1149908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1149908.250000 Penalty: 3031.986572
	Iteration 24Q: 3 clusters Score -1149908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1149908.625000 Penalty: 3031.986572
	Iteration 25Q: 3 clusters Score -1149909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1149908.625000 Penalty: 3031.986572
	Iteration 26F: 3 clusters Score -1149909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -372485.000000 Penalty: 1343.460571
	Iteration 0F: 2 clusters Score -372485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -369229.843750 Penalty: 2686.921143
	Iteration 0F: 3 clusters Score -369229.8 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -370079.437500 Penalty: 2686.921143
	Iteration 1F: 3 clusters Score -370079.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -370267.812500 Penalty: 2686.921143
	Iteration 2F: 3 clusters Score -370267.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -370453.343750 Penalty: 2686.921143
	Iteration 3F: 3 clusters Score -370453.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -370679.156250 Penalty: 2686.921143
	Iteration 4F: 3 clusters Score -370679.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -370945.656250 Penalty: 2686.921143
	Iteration 5F: 3 clusters Score -370945.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -371217.312500 Penalty: 2686.921143
	Iteration 6F: 3 clusters Score -371217.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -371483.468750 Penalty: 2686.921143
	Iteration 7F: 3 clusters Score -371483.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -371728.093750 Penalty: 2686.921143
	Iteration 8F: 3 clusters Score -371728.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -371916.562500 Penalty: 2686.921143
	Iteration 9Q: 3 clusters Score -371916.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -372031.500000 Penalty: 2686.921143
	Iteration 10Q: 3 clusters Score -372031.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -372102.875000 Penalty: 2686.921143
	Iteration 11Q: 3 clusters Score -372102.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -372158.625000 Penalty: 2686.921143
	Iteration 12Q: 3 clusters Score -372158.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -372192.125000 Penalty: 2686.921143
	Iteration 13Q: 3 clusters Score -372192.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -372217.125000 Penalty: 2686.921143
	Iteration 14Q: 3 clusters Score -372217.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -372226.312500 Penalty: 2686.921143
	Iteration 15Q: 3 clusters Score -372226.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -372232.593750 Penalty: 2686.921143
	Iteration 16Q: 3 clusters Score -372232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -372232.906250 Penalty: 2686.921143
	Iteration 17Q: 3 clusters Score -372232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -372234.031250 Penalty: 2686.921143
	Iteration 18Q: 3 clusters Score -372234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -372237.750000 Penalty: 2686.921143
	Iteration 19Q: 3 clusters Score -372237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -372238.437500 Penalty: 2686.921143
	Iteration 20F: 3 clusters Score -372238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -372239.000000 Penalty: 2686.921143
	Iteration 21Q: 3 clusters Score -372239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -372240.343750 Penalty: 2686.921143
	Iteration 22Q: 3 clusters Score -372240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -372240.218750 Penalty: 2686.921143
	Iteration 23Q: 3 clusters Score -372240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -372240.562500 Penalty: 2686.921143
	Iteration 24Q: 3 clusters Score -372240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -372241.281250 Penalty: 2686.921143
	Iteration 25Q: 3 clusters Score -372241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -372241.250000 Penalty: 2686.921143
	Iteration 26Q: 3 clusters Score -372241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -372242.031250 Penalty: 2686.921143
	Iteration 27Q: 3 clusters Score -372242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -372242.062500 Penalty: 2686.921143
	Iteration 28Q: 3 clusters Score -372242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -372243.437500 Penalty: 2686.921143
	Iteration 29Q: 3 clusters Score -372243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -372245.093750 Penalty: 2686.921143
	Iteration 30Q: 3 clusters Score -372245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -372246.593750 Penalty: 2686.921143
	Iteration 31Q: 3 clusters Score -372246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -372247.656250 Penalty: 2686.921143
	Iteration 32Q: 3 clusters Score -372247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -372248.937500 Penalty: 2686.921143
	Iteration 33Q: 3 clusters Score -372248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -372250.781250 Penalty: 2686.921143
	Iteration 34Q: 3 clusters Score -372250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -372253.156250 Penalty: 2686.921143
	Iteration 35Q: 3 clusters Score -372253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -372253.656250 Penalty: 2686.921143
	Iteration 36Q: 3 clusters Score -372253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -372254.375000 Penalty: 2686.921143
	Iteration 37Q: 3 clusters Score -372254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -372255.687500 Penalty: 2686.921143
	Iteration 38Q: 3 clusters Score -372255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -372256.281250 Penalty: 2686.921143
	Iteration 39Q: 3 clusters Score -372256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -372257.500000 Penalty: 2686.921143
	Iteration 40F: 3 clusters Score -372257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -372257.437500 Penalty: 2686.921143
	Iteration 41Q: 3 clusters Score -372257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -372257.812500 Penalty: 2686.921143
	Iteration 42Q: 3 clusters Score -372257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -372257.812500 Penalty: 2686.921143
	Iteration 43F: 3 clusters Score -372257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (79189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Entering Unmasked Estep 
Score: -8190920.500000 Penalty: 1832.933838
	Iteration 0F: 2 clusters Score -8190920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -8138108.500000 Penalty: 3665.867676
	Iteration 0F: 3 clusters Score -8138108 nChanged 37698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8159767.500000 Penalty: 3665.867676
	Iteration 1F: 3 clusters Score -8159768 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -8160550.000000 Penalty: 3665.867676
	Iteration 2Q: 3 clusters Score -8160550 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -8161606.000000 Penalty: 3665.867676
	Iteration 3Q: 3 clusters Score -8161606 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -8163127.000000 Penalty: 3665.867676
	Iteration 4Q: 3 clusters Score -8163127 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -8164988.000000 Penalty: 3665.867676
	Iteration 5F: 3 clusters Score -8164988 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -8167375.500000 Penalty: 3665.867676
	Iteration 6F: 3 clusters Score -8167376 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -8169957.500000 Penalty: 3665.867676
	Iteration 7F: 3 clusters Score -8169958 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -8172658.500000 Penalty: 3665.867676
	Iteration 8F: 3 clusters Score -8172658 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8175412.000000 Penalty: 3665.867676
	Iteration 9F: 3 clusters Score -8175412 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -8178120.000000 Penalty: 3665.867676
	Iteration 10Q: 3 clusters Score -8178120 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -8180755.000000 Penalty: 3665.867676
	Iteration 11Q: 3 clusters Score -8180755 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -8182642.000000 Penalty: 3665.867676
	Iteration 12Q: 3 clusters Score -8182642 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -8183772.500000 Penalty: 3665.867676
	Iteration 13Q: 3 clusters Score -8183772 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -8184628.000000 Penalty: 3665.867676
	Iteration 14Q: 3 clusters Score -8184628 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8185356.500000 Penalty: 3665.867676
	Iteration 15Q: 3 clusters Score -8185356 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -8186031.500000 Penalty: 3665.867676
	Iteration 16Q: 3 clusters Score -8186032 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -8186637.000000 Penalty: 3665.867676
	Iteration 17Q: 3 clusters Score -8186637 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -8187126.500000 Penalty: 3665.867676
	Iteration 18Q: 3 clusters Score -8187126 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8187593.500000 Penalty: 3665.867676
	Iteration 19Q: 3 clusters Score -8187594 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -8187958.000000 Penalty: 3665.867676
	Iteration 20F: 3 clusters Score -8187958 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -8188235.000000 Penalty: 3665.867676
	Iteration 21Q: 3 clusters Score -8188235 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -8188509.000000 Penalty: 3665.867676
	Iteration 22Q: 3 clusters Score -8188509 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8188669.500000 Penalty: 3665.867676
	Iteration 23Q: 3 clusters Score -8188670 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8188838.000000 Penalty: 3665.867676
	Iteration 24Q: 3 clusters Score -8188838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8188960.000000 Penalty: 3665.867676
	Iteration 25Q: 3 clusters Score -8188960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8189074.500000 Penalty: 3665.867676
	Iteration 26Q: 3 clusters Score -8189074 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8189139.500000 Penalty: 3665.867676
	Iteration 27Q: 3 clusters Score -8189140 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8189194.000000 Penalty: 3665.867676
	Iteration 28Q: 3 clusters Score -8189194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8189225.000000 Penalty: 3665.867676
	Iteration 29Q: 3 clusters Score -8189225 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8189263.000000 Penalty: 3665.867676
	Iteration 30Q: 3 clusters Score -8189263 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8189311.500000 Penalty: 3665.867676
	Iteration 31Q: 3 clusters Score -8189312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8189328.000000 Penalty: 3665.867676
	Iteration 32Q: 3 clusters Score -8189328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8189352.500000 Penalty: 3665.867676
	Iteration 33Q: 3 clusters Score -8189352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8189364.000000 Penalty: 3665.867676
	Iteration 34Q: 3 clusters Score -8189364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8189391.000000 Penalty: 3665.867676
	Iteration 35Q: 3 clusters Score -8189391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8189416.500000 Penalty: 3665.867676
	Iteration 36Q: 3 clusters Score -8189416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8189436.000000 Penalty: 3665.867676
	Iteration 37Q: 3 clusters Score -8189436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8189449.500000 Penalty: 3665.867676
	Iteration 38Q: 3 clusters Score -8189450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8189470.000000 Penalty: 3665.867676
	Iteration 39Q: 3 clusters Score -8189470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8189483.500000 Penalty: 3665.867676
	Iteration 40F: 3 clusters Score -8189484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8189487.000000 Penalty: 3665.867676
	Iteration 41Q: 3 clusters Score -8189487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8189484.500000 Penalty: 3665.867676
	Iteration 42Q: 3 clusters Score -8189484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8189484.500000 Penalty: 3665.867676
	Iteration 43Q: 3 clusters Score -8189484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8189485.000000 Penalty: 3665.867676
	Iteration 44Q: 3 clusters Score -8189485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8189486.500000 Penalty: 3665.867676
	Iteration 45Q: 3 clusters Score -8189486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8189493.000000 Penalty: 3665.867676
	Iteration 46Q: 3 clusters Score -8189493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8189494.000000 Penalty: 3665.867676
	Iteration 47Q: 3 clusters Score -8189494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8189507.500000 Penalty: 3665.867676
	Iteration 48Q: 3 clusters Score -8189508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8189511.500000 Penalty: 3665.867676
	Iteration 49Q: 3 clusters Score -8189512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8189509.000000 Penalty: 3665.867676
	Iteration 50Q: 3 clusters Score -8189509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8189511.000000 Penalty: 3665.867676
	Iteration 51Q: 3 clusters Score -8189511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8189508.500000 Penalty: 3665.867676
	Iteration 52Q: 3 clusters Score -8189508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8189507.000000 Penalty: 3665.867676
	Iteration 53Q: 3 clusters Score -8189507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8189508.500000 Penalty: 3665.867676
	Iteration 54Q: 3 clusters Score -8189508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8189512.000000 Penalty: 3665.867676
	Iteration 55Q: 3 clusters Score -8189512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8189512.000000 Penalty: 3665.867676
	Iteration 56F: 3 clusters Score -8189512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -348488.187500 Penalty: 1337.987427
	Iteration 0F: 2 clusters Score -348488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345304.687500 Penalty: 2675.974854
	Iteration 0F: 3 clusters Score -345304.7 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -346210.531250 Penalty: 2675.974854
	Iteration 1F: 3 clusters Score -346210.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -346374.718750 Penalty: 2675.974854
	Iteration 2F: 3 clusters Score -346374.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -346497.406250 Penalty: 2675.974854
	Iteration 3F: 3 clusters Score -346497.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -346593.437500 Penalty: 2675.974854
	Iteration 4Q: 3 clusters Score -346593.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -346686.187500 Penalty: 2675.974854
	Iteration 5Q: 3 clusters Score -346686.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -346761.000000 Penalty: 2675.974854
	Iteration 6Q: 3 clusters Score -346761 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -346825.687500 Penalty: 2675.974854
	Iteration 7Q: 3 clusters Score -346825.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -346886.843750 Penalty: 2675.974854
	Iteration 8Q: 3 clusters Score -346886.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -346950.906250 Penalty: 2675.974854
	Iteration 9Q: 3 clusters Score -346950.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -347022.031250 Penalty: 2675.974854
	Iteration 10Q: 3 clusters Score -347022 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -347082.656250 Penalty: 2675.974854
	Iteration 11Q: 3 clusters Score -347082.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -347132.312500 Penalty: 2675.974854
	Iteration 12Q: 3 clusters Score -347132.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -347178.343750 Penalty: 2675.974854
	Iteration 13Q: 3 clusters Score -347178.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -347212.937500 Penalty: 2675.974854
	Iteration 14Q: 3 clusters Score -347212.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -347237.093750 Penalty: 2675.974854
	Iteration 15Q: 3 clusters Score -347237.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -347255.187500 Penalty: 2675.974854
	Iteration 16Q: 3 clusters Score -347255.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -347270.062500 Penalty: 2675.974854
	Iteration 17Q: 3 clusters Score -347270.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -347278.593750 Penalty: 2675.974854
	Iteration 18Q: 3 clusters Score -347278.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -347286.250000 Penalty: 2675.974854
	Iteration 19Q: 3 clusters Score -347286.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -347294.406250 Penalty: 2675.974854
	Iteration 20F: 3 clusters Score -347294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -347305.281250 Penalty: 2675.974854
	Iteration 21Q: 3 clusters Score -347305.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -347314.562500 Penalty: 2675.974854
	Iteration 22Q: 3 clusters Score -347314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -347321.531250 Penalty: 2675.974854
	Iteration 23Q: 3 clusters Score -347321.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -347327.750000 Penalty: 2675.974854
	Iteration 24Q: 3 clusters Score -347327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -347335.343750 Penalty: 2675.974854
	Iteration 25Q: 3 clusters Score -347335.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -347343.093750 Penalty: 2675.974854
	Iteration 26Q: 3 clusters Score -347343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -347348.781250 Penalty: 2675.974854
	Iteration 27Q: 3 clusters Score -347348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -347354.468750 Penalty: 2675.974854
	Iteration 28Q: 3 clusters Score -347354.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -347360.500000 Penalty: 2675.974854
	Iteration 29Q: 3 clusters Score -347360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -347368.625000 Penalty: 2675.974854
	Iteration 30Q: 3 clusters Score -347368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -347371.687500 Penalty: 2675.974854
	Iteration 31Q: 3 clusters Score -347371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -347374.437500 Penalty: 2675.974854
	Iteration 32Q: 3 clusters Score -347374.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -347380.031250 Penalty: 2675.974854
	Iteration 33Q: 3 clusters Score -347380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -347385.687500 Penalty: 2675.974854
	Iteration 34Q: 3 clusters Score -347385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -347390.656250 Penalty: 2675.974854
	Iteration 35Q: 3 clusters Score -347390.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -347394.875000 Penalty: 2675.974854
	Iteration 36Q: 3 clusters Score -347394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -347398.375000 Penalty: 2675.974854
	Iteration 37Q: 3 clusters Score -347398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -347400.687500 Penalty: 2675.974854
	Iteration 38Q: 3 clusters Score -347400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -347401.437500 Penalty: 2675.974854
	Iteration 39Q: 3 clusters Score -347401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -347401.343750 Penalty: 2675.974854
	Iteration 40F: 3 clusters Score -347401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -408794.500000 Penalty: 1353.294800
	Iteration 0F: 2 clusters Score -408794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -405356.156250 Penalty: 2706.589600
	Iteration 0F: 3 clusters Score -405356.2 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -406278.343750 Penalty: 2706.589600
	Iteration 1F: 3 clusters Score -406278.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -406459.406250 Penalty: 2706.589600
	Iteration 2F: 3 clusters Score -406459.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -406578.968750 Penalty: 2706.589600
	Iteration 3F: 3 clusters Score -406579 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -406662.187500 Penalty: 2706.589600
	Iteration 4Q: 3 clusters Score -406662.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406752.343750 Penalty: 2706.589600
	Iteration 5Q: 3 clusters Score -406752.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -406838.000000 Penalty: 2706.589600
	Iteration 6Q: 3 clusters Score -406838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406911.812500 Penalty: 2706.589600
	Iteration 7Q: 3 clusters Score -406911.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -406978.281250 Penalty: 2706.589600
	Iteration 8Q: 3 clusters Score -406978.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -407035.718750 Penalty: 2706.589600
	Iteration 9Q: 3 clusters Score -407035.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -407090.218750 Penalty: 2706.589600
	Iteration 10Q: 3 clusters Score -407090.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407153.718750 Penalty: 2706.589600
	Iteration 11Q: 3 clusters Score -407153.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -407215.406250 Penalty: 2706.589600
	Iteration 12Q: 3 clusters Score -407215.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -407271.687500 Penalty: 2706.589600
	Iteration 13Q: 3 clusters Score -407271.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -407327.156250 Penalty: 2706.589600
	Iteration 14Q: 3 clusters Score -407327.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -407382.375000 Penalty: 2706.589600
	Iteration 15Q: 3 clusters Score -407382.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -407446.312500 Penalty: 2706.589600
	Iteration 16Q: 3 clusters Score -407446.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -407486.406250 Penalty: 2706.589600
	Iteration 17Q: 3 clusters Score -407486.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -407514.062500 Penalty: 2706.589600
	Iteration 18Q: 3 clusters Score -407514.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -407538.718750 Penalty: 2706.589600
	Iteration 19Q: 3 clusters Score -407538.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -407562.781250 Penalty: 2706.589600
	Iteration 20F: 3 clusters Score -407562.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -407581.937500 Penalty: 2706.589600
	Iteration 21Q: 3 clusters Score -407581.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -407609.187500 Penalty: 2706.589600
	Iteration 22Q: 3 clusters Score -407609.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -407636.281250 Penalty: 2706.589600
	Iteration 23Q: 3 clusters Score -407636.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -407660.625000 Penalty: 2706.589600
	Iteration 24Q: 3 clusters Score -407660.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -407693.406250 Penalty: 2706.589600
	Iteration 25Q: 3 clusters Score -407693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -407722.593750 Penalty: 2706.589600
	Iteration 26Q: 3 clusters Score -407722.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -407751.000000 Penalty: 2706.589600
	Iteration 27Q: 3 clusters Score -407751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -407771.687500 Penalty: 2706.589600
	Iteration 28Q: 3 clusters Score -407771.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -407787.906250 Penalty: 2706.589600
	Iteration 29Q: 3 clusters Score -407787.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -407798.718750 Penalty: 2706.589600
	Iteration 30Q: 3 clusters Score -407798.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -407824.906250 Penalty: 2706.589600
	Iteration 31Q: 3 clusters Score -407824.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -407865.125000 Penalty: 2706.589600
	Iteration 32Q: 3 clusters Score -407865.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -407906.781250 Penalty: 2706.589600
	Iteration 33Q: 3 clusters Score -407906.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -407941.812500 Penalty: 2706.589600
	Iteration 34Q: 3 clusters Score -407941.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -407961.687500 Penalty: 2706.589600
	Iteration 35Q: 3 clusters Score -407961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -407973.968750 Penalty: 2706.589600
	Iteration 36Q: 3 clusters Score -407974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -407980.500000 Penalty: 2706.589600
	Iteration 37Q: 3 clusters Score -407980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -407982.750000 Penalty: 2706.589600
	Iteration 38Q: 3 clusters Score -407982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -407984.625000 Penalty: 2706.589600
	Iteration 39Q: 3 clusters Score -407984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -407985.312500 Penalty: 2706.589600
	Iteration 40F: 3 clusters Score -407985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -407986.156250 Penalty: 2706.589600
	Iteration 41Q: 3 clusters Score -407986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -407986.156250 Penalty: 2706.589600
	Iteration 42F: 3 clusters Score -407986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -381687.687500 Penalty: 1362.122070
	Iteration 0F: 2 clusters Score -381687.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -378113.812500 Penalty: 2724.244141
	Iteration 0F: 3 clusters Score -378113.8 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -379325.437500 Penalty: 2724.244141
	Iteration 1F: 3 clusters Score -379325.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -379640.406250 Penalty: 2724.244141
	Iteration 2F: 3 clusters Score -379640.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -379851.531250 Penalty: 2724.244141
	Iteration 3F: 3 clusters Score -379851.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -380027.375000 Penalty: 2724.244141
	Iteration 4F: 3 clusters Score -380027.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -380165.312500 Penalty: 2724.244141
	Iteration 5Q: 3 clusters Score -380165.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -380276.156250 Penalty: 2724.244141
	Iteration 6Q: 3 clusters Score -380276.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -380356.562500 Penalty: 2724.244141
	Iteration 7Q: 3 clusters Score -380356.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -380416.843750 Penalty: 2724.244141
	Iteration 8Q: 3 clusters Score -380416.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -380460.437500 Penalty: 2724.244141
	Iteration 9Q: 3 clusters Score -380460.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -380494.531250 Penalty: 2724.244141
	Iteration 10Q: 3 clusters Score -380494.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -380519.687500 Penalty: 2724.244141
	Iteration 11Q: 3 clusters Score -380519.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -380534.937500 Penalty: 2724.244141
	Iteration 12Q: 3 clusters Score -380534.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380543.531250 Penalty: 2724.244141
	Iteration 13Q: 3 clusters Score -380543.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -380555.531250 Penalty: 2724.244141
	Iteration 14Q: 3 clusters Score -380555.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -380562.250000 Penalty: 2724.244141
	Iteration 15Q: 3 clusters Score -380562.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -380567.062500 Penalty: 2724.244141
	Iteration 16Q: 3 clusters Score -380567.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -380572.281250 Penalty: 2724.244141
	Iteration 17Q: 3 clusters Score -380572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -380579.593750 Penalty: 2724.244141
	Iteration 18Q: 3 clusters Score -380579.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -380583.156250 Penalty: 2724.244141
	Iteration 19Q: 3 clusters Score -380583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -380583.625000 Penalty: 2724.244141
	Iteration 20F: 3 clusters Score -380583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -380585.562500 Penalty: 2724.244141
	Iteration 21Q: 3 clusters Score -380585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -380587.125000 Penalty: 2724.244141
	Iteration 22Q: 3 clusters Score -380587.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -380589.750000 Penalty: 2724.244141
	Iteration 23Q: 3 clusters Score -380589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -380592.875000 Penalty: 2724.244141
	Iteration 24Q: 3 clusters Score -380592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -380596.281250 Penalty: 2724.244141
	Iteration 25Q: 3 clusters Score -380596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -380600.312500 Penalty: 2724.244141
	Iteration 26Q: 3 clusters Score -380600.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -380604.812500 Penalty: 2724.244141
	Iteration 27Q: 3 clusters Score -380604.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -380609.718750 Penalty: 2724.244141
	Iteration 28Q: 3 clusters Score -380609.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -380612.968750 Penalty: 2724.244141
	Iteration 29Q: 3 clusters Score -380613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -380615.937500 Penalty: 2724.244141
	Iteration 30Q: 3 clusters Score -380615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380619.593750 Penalty: 2724.244141
	Iteration 31Q: 3 clusters Score -380619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -380624.156250 Penalty: 2724.244141
	Iteration 32Q: 3 clusters Score -380624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -380626.906250 Penalty: 2724.244141
	Iteration 33Q: 3 clusters Score -380626.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -380631.593750 Penalty: 2724.244141
	Iteration 34Q: 3 clusters Score -380631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380634.187500 Penalty: 2724.244141
	Iteration 35Q: 3 clusters Score -380634.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -380637.218750 Penalty: 2724.244141
	Iteration 36Q: 3 clusters Score -380637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -380639.093750 Penalty: 2724.244141
	Iteration 37Q: 3 clusters Score -380639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380640.531250 Penalty: 2724.244141
	Iteration 38Q: 3 clusters Score -380640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -380642.156250 Penalty: 2724.244141
	Iteration 39Q: 3 clusters Score -380642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -380643.875000 Penalty: 2724.244141
	Iteration 40F: 3 clusters Score -380643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -380645.093750 Penalty: 2724.244141
	Iteration 41Q: 3 clusters Score -380645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -380646.281250 Penalty: 2724.244141
	Iteration 42Q: 3 clusters Score -380646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -380648.500000 Penalty: 2724.244141
	Iteration 43Q: 3 clusters Score -380648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -380651.406250 Penalty: 2724.244141
	Iteration 44Q: 3 clusters Score -380651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -380654.218750 Penalty: 2724.244141
	Iteration 45Q: 3 clusters Score -380654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -380657.406250 Penalty: 2724.244141
	Iteration 46Q: 3 clusters Score -380657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -380661.093750 Penalty: 2724.244141
	Iteration 47Q: 3 clusters Score -380661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -380664.937500 Penalty: 2724.244141
	Iteration 48Q: 3 clusters Score -380664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380666.187500 Penalty: 2724.244141
	Iteration 49Q: 3 clusters Score -380666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380668.156250 Penalty: 2724.244141
	Iteration 50Q: 3 clusters Score -380668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -380670.281250 Penalty: 2724.244141
	Iteration 51Q: 3 clusters Score -380670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380671.000000 Penalty: 2724.244141
	Iteration 52Q: 3 clusters Score -380671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -380670.750000 Penalty: 2724.244141
	Iteration 53Q: 3 clusters Score -380670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380671.593750 Penalty: 2724.244141
	Iteration 54Q: 3 clusters Score -380671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -380674.250000 Penalty: 2724.244141
	Iteration 55Q: 3 clusters Score -380674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -380675.375000 Penalty: 2724.244141
	Iteration 56Q: 3 clusters Score -380675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -380675.906250 Penalty: 2724.244141
	Iteration 57Q: 3 clusters Score -380675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -380677.281250 Penalty: 2724.244141
	Iteration 58Q: 3 clusters Score -380677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -380678.156250 Penalty: 2724.244141
	Iteration 59Q: 3 clusters Score -380678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -380679.281250 Penalty: 2724.244141
	Iteration 60F: 3 clusters Score -380679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -380680.000000 Penalty: 2724.244141
	Iteration 61Q: 3 clusters Score -380680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -380680.750000 Penalty: 2724.244141
	Iteration 62Q: 3 clusters Score -380680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -380680.781250 Penalty: 2724.244141
	Iteration 63Q: 3 clusters Score -380680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -380682.156250 Penalty: 2724.244141
	Iteration 64Q: 3 clusters Score -380682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -380683.156250 Penalty: 2724.244141
	Iteration 65Q: 3 clusters Score -380683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -380685.125000 Penalty: 2724.244141
	Iteration 66Q: 3 clusters Score -380685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -380688.968750 Penalty: 2724.244141
	Iteration 67Q: 3 clusters Score -380689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -380689.031250 Penalty: 2724.244141
	Iteration 68Q: 3 clusters Score -380689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -380690.718750 Penalty: 2724.244141
	Iteration 69Q: 3 clusters Score -380690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -380694.312500 Penalty: 2724.244141
	Iteration 70Q: 3 clusters Score -380694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -380695.281250 Penalty: 2724.244141
	Iteration 71Q: 3 clusters Score -380695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -380697.718750 Penalty: 2724.244141
	Iteration 72Q: 3 clusters Score -380697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -380699.125000 Penalty: 2724.244141
	Iteration 73Q: 3 clusters Score -380699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -380700.375000 Penalty: 2724.244141
	Iteration 74Q: 3 clusters Score -380700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -380703.250000 Penalty: 2724.244141
	Iteration 75Q: 3 clusters Score -380703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -380707.125000 Penalty: 2724.244141
	Iteration 76Q: 3 clusters Score -380707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -380709.531250 Penalty: 2724.244141
	Iteration 77Q: 3 clusters Score -380709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -380711.156250 Penalty: 2724.244141
	Iteration 78Q: 3 clusters Score -380711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -380711.937500 Penalty: 2724.244141
	Iteration 79Q: 3 clusters Score -380711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380713.468750 Penalty: 2724.244141
	Iteration 80F: 3 clusters Score -380713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -380714.500000 Penalty: 2724.244141
	Iteration 81Q: 3 clusters Score -380714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -380714.562500 Penalty: 2724.244141
	Iteration 82Q: 3 clusters Score -380714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -380715.437500 Penalty: 2724.244141
	Iteration 83Q: 3 clusters Score -380715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -380716.218750 Penalty: 2724.244141
	Iteration 84Q: 3 clusters Score -380716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -380716.312500 Penalty: 2724.244141
	Iteration 85Q: 3 clusters Score -380716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -380716.312500 Penalty: 2724.244141
	Iteration 86F: 3 clusters Score -380716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15239 members 
Mstep: Class 20 contains 25785 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 64696 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 28006 members 
Mstep: Class 38 contains 11262 members 
Mstep: Class 39 contains 3895 members 
Mstep: Class 40 contains 79189 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944040.000000 Penalty: 94598.937500
Iteration 159Q: 45 clusters Score -5.494404e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 45996 members 
Mstep: Class 10 contains 76360 members 
Mstep: Class 11 contains 21980 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 7903 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9910 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15245 members 
Mstep: Class 20 contains 25832 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2287 members 
Mstep: Class 25 contains 64747 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 1523 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 28024 members 
Mstep: Class 38 contains 11261 members 
Mstep: Class 39 contains 3919 members 
Mstep: Class 40 contains 79237 members 
Mstep: Class 41 contains 3771 members 
Mstep: Class 42 contains 4138 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 25151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944228.000000 Penalty: 94598.937500
Iteration 160F: 45 clusters Score -5.494423e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 45966 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21979 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 7901 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 15234 members 
Mstep: Class 20 contains 25849 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2273 members 
Mstep: Class 25 contains 64697 members 
Mstep: Class 26 contains 19846 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1628 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 28023 members 
Mstep: Class 38 contains 11259 members 
Mstep: Class 39 contains 3920 members 
Mstep: Class 40 contains 79200 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4137 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 25204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944500.000000 Penalty: 94598.937500
Iteration 161Q: 45 clusters Score -5.49445e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8818 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 45948 members 
Mstep: Class 10 contains 76361 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 10967 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 9912 members 
Mstep: Class 18 contains 1646 members 
Mstep: Class 19 contains 15224 members 
Mstep: Class 20 contains 25873 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 64658 members 
Mstep: Class 26 contains 19847 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8019 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1679 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 28025 members 
Mstep: Class 38 contains 11259 members 
Mstep: Class 39 contains 3926 members 
Mstep: Class 40 contains 79191 members 
Mstep: Class 41 contains 3766 members 
Mstep: Class 42 contains 4137 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 25209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944672.000000 Penalty: 94598.937500
Iteration 162Q: 45 clusters Score -5.494467e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8818 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 45939 members 
Mstep: Class 10 contains 76353 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 10967 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 7611 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1645 members 
Mstep: Class 19 contains 15218 members 
Mstep: Class 20 contains 25888 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 64647 members 
Mstep: Class 26 contains 19846 members 
Mstep: Class 27 contains 8808 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1710 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 28029 members 
Mstep: Class 38 contains 11259 members 
Mstep: Class 39 contains 3938 members 
Mstep: Class 40 contains 79180 members 
Mstep: Class 41 contains 3768 members 
Mstep: Class 42 contains 4137 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 25197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944608.000000 Penalty: 94598.937500
Iteration 163Q: 45 clusters Score -5.494461e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1934 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 45929 members 
Mstep: Class 10 contains 76348 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 7609 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 20 contains 25895 members 
Mstep: Class 21 contains 10053 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2260 members 
Mstep: Class 25 contains 64642 members 
Mstep: Class 26 contains 19844 members 
Mstep: Class 27 contains 8804 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 327 members 
Mstep: Class 37 contains 28029 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3947 members 
Mstep: Class 40 contains 79183 members 
Mstep: Class 41 contains 3773 members 
Mstep: Class 42 contains 4137 members 
Mstep: Class 43 contains 4368 members 
Mstep: Class 44 contains 25180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944644.000000 Penalty: 94598.937500
Iteration 164Q: 45 clusters Score -5.494464e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8826 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1932 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 45927 members 
Mstep: Class 10 contains 76345 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10971 members 
Mstep: Class 15 contains 7901 members 
Mstep: Class 16 contains 7606 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 25904 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2258 members 
Mstep: Class 25 contains 64637 members 
Mstep: Class 26 contains 19845 members 
Mstep: Class 27 contains 8806 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3602 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1732 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28026 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3955 members 
Mstep: Class 40 contains 79180 members 
Mstep: Class 41 contains 3775 members 
Mstep: Class 42 contains 4135 members 
Mstep: Class 43 contains 4367 members 
Mstep: Class 44 contains 25167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944680.000000 Penalty: 94598.937500
Iteration 165Q: 45 clusters Score -5.494468e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 45922 members 
Mstep: Class 10 contains 76344 members 
Mstep: Class 11 contains 21973 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 7900 members 
Mstep: Class 16 contains 7605 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 15209 members 
Mstep: Class 20 contains 25912 members 
Mstep: Class 21 contains 10060 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2253 members 
Mstep: Class 25 contains 64636 members 
Mstep: Class 26 contains 19842 members 
Mstep: Class 27 contains 8802 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28025 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3961 members 
Mstep: Class 40 contains 79172 members 
Mstep: Class 41 contains 3782 members 
Mstep: Class 42 contains 4134 members 
Mstep: Class 43 contains 4366 members 
Mstep: Class 44 contains 25162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944644.000000 Penalty: 94598.937500
Iteration 166Q: 45 clusters Score -5.494464e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 45917 members 
Mstep: Class 10 contains 76343 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 15208 members 
Mstep: Class 20 contains 25918 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2248 members 
Mstep: Class 25 contains 64636 members 
Mstep: Class 26 contains 19844 members 
Mstep: Class 27 contains 8802 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4199 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1756 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28024 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3961 members 
Mstep: Class 40 contains 79166 members 
Mstep: Class 41 contains 3784 members 
Mstep: Class 42 contains 4134 members 
Mstep: Class 43 contains 4364 members 
Mstep: Class 44 contains 25161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944680.000000 Penalty: 94598.937500
Iteration 167Q: 45 clusters Score -5.494468e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 45909 members 
Mstep: Class 10 contains 76341 members 
Mstep: Class 11 contains 21975 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 7600 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 25920 members 
Mstep: Class 21 contains 10063 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 64635 members 
Mstep: Class 26 contains 19844 members 
Mstep: Class 27 contains 8803 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8018 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4199 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28024 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3961 members 
Mstep: Class 40 contains 79164 members 
Mstep: Class 41 contains 3785 members 
Mstep: Class 42 contains 4134 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944716.000000 Penalty: 94598.937500
Iteration 168Q: 45 clusters Score -5.494472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45909 members 
Mstep: Class 10 contains 76341 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 25923 members 
Mstep: Class 21 contains 10065 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 64633 members 
Mstep: Class 26 contains 19838 members 
Mstep: Class 27 contains 8808 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8017 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4199 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28024 members 
Mstep: Class 38 contains 11260 members 
Mstep: Class 39 contains 3962 members 
Mstep: Class 40 contains 79160 members 
Mstep: Class 41 contains 3787 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4364 members 
Mstep: Class 44 contains 25176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944752.000000 Penalty: 94598.937500
Iteration 169Q: 45 clusters Score -5.494475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8832 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45909 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15209 members 
Mstep: Class 20 contains 25924 members 
Mstep: Class 21 contains 10066 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 64633 members 
Mstep: Class 26 contains 19833 members 
Mstep: Class 27 contains 8809 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4199 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28026 members 
Mstep: Class 38 contains 11263 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79156 members 
Mstep: Class 41 contains 3788 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944692.000000 Penalty: 94598.937500
Iteration 170Q: 45 clusters Score -5.494469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8832 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45904 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15208 members 
Mstep: Class 20 contains 25925 members 
Mstep: Class 21 contains 10069 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 64633 members 
Mstep: Class 26 contains 19827 members 
Mstep: Class 27 contains 8811 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4199 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28027 members 
Mstep: Class 38 contains 11264 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 79154 members 
Mstep: Class 41 contains 3789 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4364 members 
Mstep: Class 44 contains 25181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944628.000000 Penalty: 94598.937500
Iteration 171Q: 45 clusters Score -5.494463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45901 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15209 members 
Mstep: Class 20 contains 25923 members 
Mstep: Class 21 contains 10072 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 64634 members 
Mstep: Class 26 contains 19818 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28028 members 
Mstep: Class 38 contains 11269 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 79159 members 
Mstep: Class 41 contains 3788 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944612.000000 Penalty: 94598.937500
Iteration 172Q: 45 clusters Score -5.494461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 45898 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 25924 members 
Mstep: Class 21 contains 10074 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 64634 members 
Mstep: Class 26 contains 19814 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8015 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28031 members 
Mstep: Class 38 contains 11270 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 79159 members 
Mstep: Class 41 contains 3789 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944608.000000 Penalty: 94598.937500
Iteration 173Q: 45 clusters Score -5.494461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 45897 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10977 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15208 members 
Mstep: Class 20 contains 25924 members 
Mstep: Class 21 contains 10077 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 64634 members 
Mstep: Class 26 contains 19809 members 
Mstep: Class 27 contains 8810 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8014 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28032 members 
Mstep: Class 38 contains 11273 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 79157 members 
Mstep: Class 41 contains 3790 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944624.000000 Penalty: 94598.937500
Iteration 174Q: 45 clusters Score -5.494462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 45898 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 7599 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 25925 members 
Mstep: Class 21 contains 10077 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 64633 members 
Mstep: Class 26 contains 19806 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8014 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28035 members 
Mstep: Class 38 contains 11276 members 
Mstep: Class 39 contains 3963 members 
Mstep: Class 40 contains 79155 members 
Mstep: Class 41 contains 3790 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4366 members 
Mstep: Class 44 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944656.000000 Penalty: 94598.937500
Iteration 175Q: 45 clusters Score -5.494466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8826 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45898 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 7599 members 
Mstep: Class 17 contains 9913 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 25925 members 
Mstep: Class 21 contains 10081 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 64633 members 
Mstep: Class 26 contains 19800 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3142 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8012 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11281 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79155 members 
Mstep: Class 41 contains 3790 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944700.000000 Penalty: 94598.937500
Iteration 176Q: 45 clusters Score -5.49447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8826 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45898 members 
Mstep: Class 10 contains 76340 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 7596 members 
Mstep: Class 17 contains 9915 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 25925 members 
Mstep: Class 21 contains 10089 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2217 members 
Mstep: Class 25 contains 64633 members 
Mstep: Class 26 contains 19790 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3142 members 
Mstep: Class 29 contains 5324 members 
Mstep: Class 30 contains 8012 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11281 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 79154 members 
Mstep: Class 41 contains 3790 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944676.000000 Penalty: 94598.937500
Iteration 177Q: 45 clusters Score -5.494468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45899 members 
Mstep: Class 10 contains 76338 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7898 members 
Mstep: Class 16 contains 7594 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 25926 members 
Mstep: Class 21 contains 10095 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64634 members 
Mstep: Class 26 contains 19780 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3142 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8012 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28037 members 
Mstep: Class 38 contains 11285 members 
Mstep: Class 39 contains 3966 members 
Mstep: Class 40 contains 79152 members 
Mstep: Class 41 contains 3790 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944668.000000 Penalty: 94598.937500
Iteration 178Q: 45 clusters Score -5.494467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45901 members 
Mstep: Class 10 contains 76338 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9918 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 10106 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64635 members 
Mstep: Class 26 contains 19769 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3141 members 
Mstep: Class 29 contains 5324 members 
Mstep: Class 30 contains 8010 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11289 members 
Mstep: Class 39 contains 3966 members 
Mstep: Class 40 contains 79147 members 
Mstep: Class 41 contains 3791 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944668.000000 Penalty: 94598.937500
Iteration 179Q: 45 clusters Score -5.494467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45902 members 
Mstep: Class 10 contains 76337 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9920 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15205 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 10115 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 64635 members 
Mstep: Class 26 contains 19754 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3141 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8009 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11292 members 
Mstep: Class 39 contains 3966 members 
Mstep: Class 40 contains 79147 members 
Mstep: Class 41 contains 3791 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944684.000000 Penalty: 94598.937500
Iteration 180F: 45 clusters Score -5.494468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45903 members 
Mstep: Class 10 contains 76336 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9922 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 10115 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64635 members 
Mstep: Class 26 contains 19747 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3142 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8009 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11294 members 
Mstep: Class 39 contains 3965 members 
Mstep: Class 40 contains 79146 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944660.000000 Penalty: 94598.937500
Iteration 181Q: 45 clusters Score -5.494466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1993 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45904 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9924 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25928 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64636 members 
Mstep: Class 26 contains 19742 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8007 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79143 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944704.000000 Penalty: 94598.937500
Iteration 182Q: 45 clusters Score -5.49447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45902 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9929 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25930 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64637 members 
Mstep: Class 26 contains 19738 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8007 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79142 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944700.000000 Penalty: 94598.937500
Iteration 183Q: 45 clusters Score -5.49447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45900 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25930 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64637 members 
Mstep: Class 26 contains 19736 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8006 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11296 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79144 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944680.000000 Penalty: 94598.937500
Iteration 184Q: 45 clusters Score -5.494468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45898 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25930 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64637 members 
Mstep: Class 26 contains 19735 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79146 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944688.000000 Penalty: 94598.937500
Iteration 185Q: 45 clusters Score -5.494469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45897 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25930 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64637 members 
Mstep: Class 26 contains 19734 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28039 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79146 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944680.000000 Penalty: 94598.937500
Iteration 186Q: 45 clusters Score -5.494468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45896 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64638 members 
Mstep: Class 26 contains 19733 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79147 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944700.000000 Penalty: 94598.937500
Iteration 187Q: 45 clusters Score -5.49447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64639 members 
Mstep: Class 26 contains 19732 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79146 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944688.000000 Penalty: 94598.937500
Iteration 188Q: 45 clusters Score -5.494469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64639 members 
Mstep: Class 26 contains 19732 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11296 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79145 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944692.000000 Penalty: 94598.937500
Iteration 189Q: 45 clusters Score -5.494469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 10120 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64639 members 
Mstep: Class 26 contains 19733 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79145 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944708.000000 Penalty: 94598.937500
Iteration 190Q: 45 clusters Score -5.494471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 10120 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64639 members 
Mstep: Class 26 contains 19733 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79145 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944708.000000 Penalty: 94598.937500
Iteration 191F: 45 clusters Score -5.494471e+07 nChanged 0
Entering ConstructFrom: 
Score: -54944708.000000 Penalty: 94598.937500
Entering ConstructFrom: 
Trying to split cluster 1 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -708816.812500 Penalty: 1437.438843
	Iteration 0F: 2 clusters Score -708816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -703573.312500 Penalty: 2874.877686
	Iteration 0F: 3 clusters Score -703573.3 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -705173.625000 Penalty: 2874.877686
	Iteration 1F: 3 clusters Score -705173.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -705497.187500 Penalty: 2874.877686
	Iteration 2F: 3 clusters Score -705497.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -705817.375000 Penalty: 2874.877686
	Iteration 3F: 3 clusters Score -705817.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -706136.187500 Penalty: 2874.877686
	Iteration 4F: 3 clusters Score -706136.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -706495.000000 Penalty: 2874.877686
	Iteration 5F: 3 clusters Score -706495 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -706880.875000 Penalty: 2874.877686
	Iteration 6F: 3 clusters Score -706880.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -707293.375000 Penalty: 2874.877686
	Iteration 7F: 3 clusters Score -707293.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -707650.812500 Penalty: 2874.877686
	Iteration 8Q: 3 clusters Score -707650.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -707952.375000 Penalty: 2874.877686
	Iteration 9Q: 3 clusters Score -707952.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -708171.625000 Penalty: 2874.877686
	Iteration 10Q: 3 clusters Score -708171.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -708350.562500 Penalty: 2874.877686
	Iteration 11Q: 3 clusters Score -708350.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -708453.687500 Penalty: 2874.877686
	Iteration 12Q: 3 clusters Score -708453.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -708516.937500 Penalty: 2874.877686
	Iteration 13Q: 3 clusters Score -708516.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -708561.437500 Penalty: 2874.877686
	Iteration 14Q: 3 clusters Score -708561.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -708591.312500 Penalty: 2874.877686
	Iteration 15Q: 3 clusters Score -708591.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -708620.375000 Penalty: 2874.877686
	Iteration 16Q: 3 clusters Score -708620.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -708640.500000 Penalty: 2874.877686
	Iteration 17Q: 3 clusters Score -708640.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -708651.562500 Penalty: 2874.877686
	Iteration 18Q: 3 clusters Score -708651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -708656.312500 Penalty: 2874.877686
	Iteration 19Q: 3 clusters Score -708656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -708659.437500 Penalty: 2874.877686
	Iteration 20F: 3 clusters Score -708659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -708662.000000 Penalty: 2874.877686
	Iteration 21Q: 3 clusters Score -708662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -708664.312500 Penalty: 2874.877686
	Iteration 22Q: 3 clusters Score -708664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -708665.187500 Penalty: 2874.877686
	Iteration 23Q: 3 clusters Score -708665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -708667.625000 Penalty: 2874.877686
	Iteration 24Q: 3 clusters Score -708667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -708668.125000 Penalty: 2874.877686
	Iteration 25Q: 3 clusters Score -708668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -708670.562500 Penalty: 2874.877686
	Iteration 26Q: 3 clusters Score -708670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -708671.687500 Penalty: 2874.877686
	Iteration 27Q: 3 clusters Score -708671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -708672.625000 Penalty: 2874.877686
	Iteration 28Q: 3 clusters Score -708672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -708675.312500 Penalty: 2874.877686
	Iteration 29Q: 3 clusters Score -708675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -708675.375000 Penalty: 2874.877686
	Iteration 30Q: 3 clusters Score -708675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -708677.250000 Penalty: 2874.877686
	Iteration 31Q: 3 clusters Score -708677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -708676.187500 Penalty: 2874.877686
	Iteration 32Q: 3 clusters Score -708676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -708676.500000 Penalty: 2874.877686
	Iteration 33Q: 3 clusters Score -708676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -708677.250000 Penalty: 2874.877686
	Iteration 34Q: 3 clusters Score -708677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -708677.250000 Penalty: 2874.877686
	Iteration 35F: 3 clusters Score -708677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Entering Unmasked Estep 
Score: -853367.687500 Penalty: 1476.423584
	Iteration 0F: 2 clusters Score -853367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -846982.562500 Penalty: 2952.847168
	Iteration 0F: 3 clusters Score -846982.6 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -849147.437500 Penalty: 2952.847168
	Iteration 1F: 3 clusters Score -849147.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -849582.687500 Penalty: 2952.847168
	Iteration 2F: 3 clusters Score -849582.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -849994.250000 Penalty: 2952.847168
	Iteration 3F: 3 clusters Score -849994.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -850300.312500 Penalty: 2952.847168
	Iteration 4F: 3 clusters Score -850300.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -850546.250000 Penalty: 2952.847168
	Iteration 5F: 3 clusters Score -850546.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -850753.000000 Penalty: 2952.847168
	Iteration 6Q: 3 clusters Score -850753 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -850935.312500 Penalty: 2952.847168
	Iteration 7Q: 3 clusters Score -850935.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -851125.187500 Penalty: 2952.847168
	Iteration 8Q: 3 clusters Score -851125.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -851287.062500 Penalty: 2952.847168
	Iteration 9Q: 3 clusters Score -851287.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -851434.500000 Penalty: 2952.847168
	Iteration 10Q: 3 clusters Score -851434.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -851566.312500 Penalty: 2952.847168
	Iteration 11Q: 3 clusters Score -851566.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -851719.500000 Penalty: 2952.847168
	Iteration 12Q: 3 clusters Score -851719.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -851862.437500 Penalty: 2952.847168
	Iteration 13Q: 3 clusters Score -851862.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -851986.625000 Penalty: 2952.847168
	Iteration 14Q: 3 clusters Score -851986.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -852120.375000 Penalty: 2952.847168
	Iteration 15Q: 3 clusters Score -852120.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -852239.000000 Penalty: 2952.847168
	Iteration 16Q: 3 clusters Score -852239 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -852363.000000 Penalty: 2952.847168
	Iteration 17Q: 3 clusters Score -852363 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -852452.687500 Penalty: 2952.847168
	Iteration 18Q: 3 clusters Score -852452.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -852521.812500 Penalty: 2952.847168
	Iteration 19Q: 3 clusters Score -852521.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -852581.375000 Penalty: 2952.847168
	Iteration 20F: 3 clusters Score -852581.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -852634.750000 Penalty: 2952.847168
	Iteration 21Q: 3 clusters Score -852634.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -852669.187500 Penalty: 2952.847168
	Iteration 22Q: 3 clusters Score -852669.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -852692.562500 Penalty: 2952.847168
	Iteration 23Q: 3 clusters Score -852692.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -852711.250000 Penalty: 2952.847168
	Iteration 24Q: 3 clusters Score -852711.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -852728.687500 Penalty: 2952.847168
	Iteration 25Q: 3 clusters Score -852728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -852735.750000 Penalty: 2952.847168
	Iteration 26Q: 3 clusters Score -852735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -852746.687500 Penalty: 2952.847168
	Iteration 27Q: 3 clusters Score -852746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -852753.187500 Penalty: 2952.847168
	Iteration 28Q: 3 clusters Score -852753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -852759.625000 Penalty: 2952.847168
	Iteration 29Q: 3 clusters Score -852759.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -852762.562500 Penalty: 2952.847168
	Iteration 30Q: 3 clusters Score -852762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -852767.937500 Penalty: 2952.847168
	Iteration 31Q: 3 clusters Score -852767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -852771.937500 Penalty: 2952.847168
	Iteration 32Q: 3 clusters Score -852771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -852772.687500 Penalty: 2952.847168
	Iteration 33Q: 3 clusters Score -852772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -852774.500000 Penalty: 2952.847168
	Iteration 34Q: 3 clusters Score -852774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -852776.187500 Penalty: 2952.847168
	Iteration 35Q: 3 clusters Score -852776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -852776.500000 Penalty: 2952.847168
	Iteration 36Q: 3 clusters Score -852776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -852776.562500 Penalty: 2952.847168
	Iteration 37Q: 3 clusters Score -852776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -852776.562500 Penalty: 2952.847168
	Iteration 38F: 3 clusters Score -852776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -118753.820312 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -118753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117147.664062 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -117147.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117428.875000 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -117428.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117519.335938 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -117519.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -117571.195312 Penalty: 2323.978027
	Iteration 3Q: 3 clusters Score -117571.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -117604.843750 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -117604.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117624.765625 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -117624.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117641.937500 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -117641.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117656.140625 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -117656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117665.539062 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -117665.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117672.718750 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -117672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117678.742188 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -117678.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117684.953125 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -117685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117691.187500 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -117691.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117697.406250 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -117697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117706.179688 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -117706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -117716.078125 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -117716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117721.023438 Penalty: 2323.978027
	Iteration 16Q: 3 clusters Score -117721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117724.421875 Penalty: 2323.978027
	Iteration 17Q: 3 clusters Score -117724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117727.703125 Penalty: 2323.978027
	Iteration 18Q: 3 clusters Score -117727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117729.523438 Penalty: 2323.978027
	Iteration 19Q: 3 clusters Score -117729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117731.445312 Penalty: 2323.978027
	Iteration 20F: 3 clusters Score -117731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117733.757812 Penalty: 2323.978027
	Iteration 21Q: 3 clusters Score -117733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -117736.429688 Penalty: 2323.978027
	Iteration 22Q: 3 clusters Score -117736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -117737.250000 Penalty: 2323.978027
	Iteration 23Q: 3 clusters Score -117737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117740.062500 Penalty: 2323.978027
	Iteration 24Q: 3 clusters Score -117740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117743.601562 Penalty: 2323.978027
	Iteration 25Q: 3 clusters Score -117743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117748.734375 Penalty: 2323.978027
	Iteration 26Q: 3 clusters Score -117748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -117756.710938 Penalty: 2323.978027
	Iteration 27Q: 3 clusters Score -117756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117761.562500 Penalty: 2323.978027
	Iteration 28Q: 3 clusters Score -117761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -117762.304688 Penalty: 2323.978027
	Iteration 29Q: 3 clusters Score -117762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117763.632812 Penalty: 2323.978027
	Iteration 30Q: 3 clusters Score -117763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117764.968750 Penalty: 2323.978027
	Iteration 31Q: 3 clusters Score -117765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117766.539062 Penalty: 2323.978027
	Iteration 32Q: 3 clusters Score -117766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117769.875000 Penalty: 2323.978027
	Iteration 33Q: 3 clusters Score -117769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117770.992188 Penalty: 2323.978027
	Iteration 34Q: 3 clusters Score -117771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -117774.757812 Penalty: 2323.978027
	Iteration 35Q: 3 clusters Score -117774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117779.984375 Penalty: 2323.978027
	Iteration 36Q: 3 clusters Score -117780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117781.984375 Penalty: 2323.978027
	Iteration 37Q: 3 clusters Score -117782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117788.906250 Penalty: 2323.978027
	Iteration 38Q: 3 clusters Score -117788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117793.140625 Penalty: 2323.978027
	Iteration 39Q: 3 clusters Score -117793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -117795.304688 Penalty: 2323.978027
	Iteration 40F: 3 clusters Score -117795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117797.789062 Penalty: 2323.978027
	Iteration 41Q: 3 clusters Score -117797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117802.578125 Penalty: 2323.978027
	Iteration 42Q: 3 clusters Score -117802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -117804.796875 Penalty: 2323.978027
	Iteration 43Q: 3 clusters Score -117804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -117806.289062 Penalty: 2323.978027
	Iteration 44Q: 3 clusters Score -117806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117809.859375 Penalty: 2323.978027
	Iteration 45Q: 3 clusters Score -117809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -117812.468750 Penalty: 2323.978027
	Iteration 46Q: 3 clusters Score -117812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -117814.460938 Penalty: 2323.978027
	Iteration 47Q: 3 clusters Score -117814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -117814.828125 Penalty: 2323.978027
	Iteration 48Q: 3 clusters Score -117814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117815.117188 Penalty: 2323.978027
	Iteration 49Q: 3 clusters Score -117815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -117815.921875 Penalty: 2323.978027
	Iteration 50Q: 3 clusters Score -117815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117816.718750 Penalty: 2323.978027
	Iteration 51Q: 3 clusters Score -117816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -117818.109375 Penalty: 2323.978027
	Iteration 52Q: 3 clusters Score -117818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117820.742188 Penalty: 2323.978027
	Iteration 53Q: 3 clusters Score -117820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117824.882812 Penalty: 2323.978027
	Iteration 54Q: 3 clusters Score -117824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -117826.601562 Penalty: 2323.978027
	Iteration 55Q: 3 clusters Score -117826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117828.617188 Penalty: 2323.978027
	Iteration 56Q: 3 clusters Score -117828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -117832.406250 Penalty: 2323.978027
	Iteration 57Q: 3 clusters Score -117832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117834.710938 Penalty: 2323.978027
	Iteration 58Q: 3 clusters Score -117834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117836.640625 Penalty: 2323.978027
	Iteration 59Q: 3 clusters Score -117836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -117836.640625 Penalty: 2323.978027
	Iteration 60F: 3 clusters Score -117836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -232343.203125 Penalty: 1261.075928
	Iteration 0F: 2 clusters Score -232343.2 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 1195 members 
Entering Unmasked Estep 
Score: -230020.656250 Penalty: 2522.151855
	Iteration 0F: 3 clusters Score -230020.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -230557.218750 Penalty: 2522.151855
	Iteration 1F: 3 clusters Score -230557.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -230685.328125 Penalty: 2522.151855
	Iteration 2F: 3 clusters Score -230685.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -230772.000000 Penalty: 2522.151855
	Iteration 3F: 3 clusters Score -230772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -230841.796875 Penalty: 2522.151855
	Iteration 4Q: 3 clusters Score -230841.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -230899.375000 Penalty: 2522.151855
	Iteration 5Q: 3 clusters Score -230899.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -230957.015625 Penalty: 2522.151855
	Iteration 6Q: 3 clusters Score -230957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -231025.140625 Penalty: 2522.151855
	Iteration 7Q: 3 clusters Score -231025.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -231085.703125 Penalty: 2522.151855
	Iteration 8Q: 3 clusters Score -231085.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -231152.687500 Penalty: 2522.151855
	Iteration 9Q: 3 clusters Score -231152.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -231215.953125 Penalty: 2522.151855
	Iteration 10Q: 3 clusters Score -231216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -231254.390625 Penalty: 2522.151855
	Iteration 11Q: 3 clusters Score -231254.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231290.078125 Penalty: 2522.151855
	Iteration 12Q: 3 clusters Score -231290.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -231317.765625 Penalty: 2522.151855
	Iteration 13Q: 3 clusters Score -231317.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -231339.062500 Penalty: 2522.151855
	Iteration 14Q: 3 clusters Score -231339.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -231357.093750 Penalty: 2522.151855
	Iteration 15Q: 3 clusters Score -231357.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -231371.171875 Penalty: 2522.151855
	Iteration 16Q: 3 clusters Score -231371.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -231385.171875 Penalty: 2522.151855
	Iteration 17Q: 3 clusters Score -231385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -231397.406250 Penalty: 2522.151855
	Iteration 18Q: 3 clusters Score -231397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -231402.625000 Penalty: 2522.151855
	Iteration 19Q: 3 clusters Score -231402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -231405.953125 Penalty: 2522.151855
	Iteration 20F: 3 clusters Score -231406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -231409.109375 Penalty: 2522.151855
	Iteration 21Q: 3 clusters Score -231409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -231413.171875 Penalty: 2522.151855
	Iteration 22Q: 3 clusters Score -231413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -231416.093750 Penalty: 2522.151855
	Iteration 23Q: 3 clusters Score -231416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231418.703125 Penalty: 2522.151855
	Iteration 24Q: 3 clusters Score -231418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -231420.906250 Penalty: 2522.151855
	Iteration 25Q: 3 clusters Score -231420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -231421.343750 Penalty: 2522.151855
	Iteration 26Q: 3 clusters Score -231421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -231422.250000 Penalty: 2522.151855
	Iteration 27Q: 3 clusters Score -231422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -231422.250000 Penalty: 2522.151855
	Iteration 28F: 3 clusters Score -231422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -200651.156250 Penalty: 1234.658447
	Iteration 0F: 2 clusters Score -200651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -198571.062500 Penalty: 2469.316895
	Iteration 0F: 3 clusters Score -198571.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -199008.046875 Penalty: 2469.316895
	Iteration 1F: 3 clusters Score -199008 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -199122.484375 Penalty: 2469.316895
	Iteration 2F: 3 clusters Score -199122.5 nChanged 83
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: -199180.250000 Penalty: 2469.316895
	Iteration 3Q: 3 clusters Score -199180.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -199223.984375 Penalty: 2469.316895
	Iteration 4Q: 3 clusters Score -199224 nChanged 59
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: -199255.312500 Penalty: 2469.316895
	Iteration 5Q: 3 clusters Score -199255.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199276.687500 Penalty: 2469.316895
	Iteration 6Q: 3 clusters Score -199276.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -199301.593750 Penalty: 2469.316895
	Iteration 7Q: 3 clusters Score -199301.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -199324.890625 Penalty: 2469.316895
	Iteration 8Q: 3 clusters Score -199324.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -199346.968750 Penalty: 2469.316895
	Iteration 9Q: 3 clusters Score -199347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -199366.687500 Penalty: 2469.316895
	Iteration 10Q: 3 clusters Score -199366.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -199384.203125 Penalty: 2469.316895
	Iteration 11Q: 3 clusters Score -199384.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -199400.171875 Penalty: 2469.316895
	Iteration 12Q: 3 clusters Score -199400.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199415.500000 Penalty: 2469.316895
	Iteration 13Q: 3 clusters Score -199415.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -199428.828125 Penalty: 2469.316895
	Iteration 14Q: 3 clusters Score -199428.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -199444.234375 Penalty: 2469.316895
	Iteration 15Q: 3 clusters Score -199444.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -199456.875000 Penalty: 2469.316895
	Iteration 16Q: 3 clusters Score -199456.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -199469.453125 Penalty: 2469.316895
	Iteration 17Q: 3 clusters Score -199469.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -199484.375000 Penalty: 2469.316895
	Iteration 18Q: 3 clusters Score -199484.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199497.781250 Penalty: 2469.316895
	Iteration 19Q: 3 clusters Score -199497.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -199511.078125 Penalty: 2469.316895
	Iteration 20F: 3 clusters Score -199511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -199522.687500 Penalty: 2469.316895
	Iteration 21Q: 3 clusters Score -199522.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -199536.125000 Penalty: 2469.316895
	Iteration 22Q: 3 clusters Score -199536.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -199549.078125 Penalty: 2469.316895
	Iteration 23Q: 3 clusters Score -199549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199558.484375 Penalty: 2469.316895
	Iteration 24Q: 3 clusters Score -199558.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -199569.109375 Penalty: 2469.316895
	Iteration 25Q: 3 clusters Score -199569.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -199582.031250 Penalty: 2469.316895
	Iteration 26Q: 3 clusters Score -199582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -199591.375000 Penalty: 2469.316895
	Iteration 27Q: 3 clusters Score -199591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -199599.937500 Penalty: 2469.316895
	Iteration 28Q: 3 clusters Score -199599.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -199604.203125 Penalty: 2469.316895
	Iteration 29Q: 3 clusters Score -199604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -199608.062500 Penalty: 2469.316895
	Iteration 30Q: 3 clusters Score -199608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -199612.093750 Penalty: 2469.316895
	Iteration 31Q: 3 clusters Score -199612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -199615.656250 Penalty: 2469.316895
	Iteration 32Q: 3 clusters Score -199615.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -199618.890625 Penalty: 2469.316895
	Iteration 33Q: 3 clusters Score -199618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -199622.906250 Penalty: 2469.316895
	Iteration 34Q: 3 clusters Score -199622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -199626.062500 Penalty: 2469.316895
	Iteration 35Q: 3 clusters Score -199626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -199627.781250 Penalty: 2469.316895
	Iteration 36Q: 3 clusters Score -199627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -199629.125000 Penalty: 2469.316895
	Iteration 37Q: 3 clusters Score -199629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -199630.750000 Penalty: 2469.316895
	Iteration 38Q: 3 clusters Score -199630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -199632.125000 Penalty: 2469.316895
	Iteration 39Q: 3 clusters Score -199632.1 nChanged 2
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: -199633.484375 Penalty: 2469.316895
	Iteration 40F: 3 clusters Score -199633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -199635.406250 Penalty: 2469.316895
	Iteration 41Q: 3 clusters Score -199635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -199636.718750 Penalty: 2469.316895
	Iteration 42Q: 3 clusters Score -199636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -199637.718750 Penalty: 2469.316895
	Iteration 43Q: 3 clusters Score -199637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -199637.718750 Penalty: 2469.316895
	Iteration 44F: 3 clusters Score -199637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -185528.937500 Penalty: 1229.441406
	Iteration 0F: 2 clusters Score -185528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -183474.984375 Penalty: 2458.882812
	Iteration 0F: 3 clusters Score -183475 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184054.265625 Penalty: 2458.882812
	Iteration 1F: 3 clusters Score -184054.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -184424.843750 Penalty: 2458.882812
	Iteration 2F: 3 clusters Score -184424.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -184855.921875 Penalty: 2458.882812
	Iteration 3F: 3 clusters Score -184855.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -185217.390625 Penalty: 2458.882812
	Iteration 4F: 3 clusters Score -185217.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -185459.734375 Penalty: 2458.882812
	Iteration 5F: 3 clusters Score -185459.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -185563.828125 Penalty: 2458.882812
	Iteration 6Q: 3 clusters Score -185563.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -185618.671875 Penalty: 2458.882812
	Iteration 7Q: 3 clusters Score -185618.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185662.031250 Penalty: 2458.882812
	Iteration 8Q: 3 clusters Score -185662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185714.593750 Penalty: 2458.882812
	Iteration 9Q: 3 clusters Score -185714.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185758.390625 Penalty: 2458.882812
	Iteration 10Q: 3 clusters Score -185758.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185811.890625 Penalty: 2458.882812
	Iteration 11Q: 3 clusters Score -185811.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -185824.296875 Penalty: 2458.882812
	Iteration 12Q: 3 clusters Score -185824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -185830.546875 Penalty: 2458.882812
	Iteration 13Q: 3 clusters Score -185830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185836.468750 Penalty: 2458.882812
	Iteration 14Q: 3 clusters Score -185836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -185838.546875 Penalty: 2458.882812
	Iteration 15Q: 3 clusters Score -185838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -185841.359375 Penalty: 2458.882812
	Iteration 16Q: 3 clusters Score -185841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -185847.062500 Penalty: 2458.882812
	Iteration 17Q: 3 clusters Score -185847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185853.250000 Penalty: 2458.882812
	Iteration 18Q: 3 clusters Score -185853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -185860.453125 Penalty: 2458.882812
	Iteration 19Q: 3 clusters Score -185860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -185866.453125 Penalty: 2458.882812
	Iteration 20F: 3 clusters Score -185866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -185870.781250 Penalty: 2458.882812
	Iteration 21Q: 3 clusters Score -185870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185874.359375 Penalty: 2458.882812
	Iteration 22Q: 3 clusters Score -185874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -185875.968750 Penalty: 2458.882812
	Iteration 23Q: 3 clusters Score -185876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185876.625000 Penalty: 2458.882812
	Iteration 24Q: 3 clusters Score -185876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185876.625000 Penalty: 2458.882812
	Iteration 25F: 3 clusters Score -185876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 21974 members 
Mstep: Class 12 contains 1080 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 25929 members 
Mstep: Class 21 contains 10120 members 
Mstep: Class 22 contains 2376 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 64639 members 
Mstep: Class 26 contains 19733 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 4196 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 28038 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 3964 members 
Mstep: Class 40 contains 79145 members 
Mstep: Class 41 contains 3792 members 
Mstep: Class 42 contains 4133 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 25187 members 
Mstep: Class 45 contains 809 members 
Entering Unmasked Estep 
Score: -54944208.000000 Penalty: 96748.914062
Splitting cluster 6 changes total score from -54944708.000000 to -54944208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -462895.031250 Penalty: 1374.851196
	Iteration 0F: 2 clusters Score -462895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -459075.781250 Penalty: 2749.702393
	Iteration 0F: 3 clusters Score -459075.8 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -460125.468750 Penalty: 2749.702393
	Iteration 1F: 3 clusters Score -460125.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -460328.406250 Penalty: 2749.702393
	Iteration 2F: 3 clusters Score -460328.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -460476.656250 Penalty: 2749.702393
	Iteration 3F: 3 clusters Score -460476.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -460591.250000 Penalty: 2749.702393
	Iteration 4Q: 3 clusters Score -460591.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -460698.781250 Penalty: 2749.702393
	Iteration 5Q: 3 clusters Score -460698.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -460794.093750 Penalty: 2749.702393
	Iteration 6Q: 3 clusters Score -460794.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -460897.343750 Penalty: 2749.702393
	Iteration 7Q: 3 clusters Score -460897.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -460987.750000 Penalty: 2749.702393
	Iteration 8Q: 3 clusters Score -460987.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -461069.437500 Penalty: 2749.702393
	Iteration 9Q: 3 clusters Score -461069.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -461166.562500 Penalty: 2749.702393
	Iteration 10Q: 3 clusters Score -461166.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -461274.843750 Penalty: 2749.702393
	Iteration 11Q: 3 clusters Score -461274.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -461364.125000 Penalty: 2749.702393
	Iteration 12Q: 3 clusters Score -461364.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -461494.875000 Penalty: 2749.702393
	Iteration 13Q: 3 clusters Score -461494.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -461628.156250 Penalty: 2749.702393
	Iteration 14Q: 3 clusters Score -461628.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -461737.375000 Penalty: 2749.702393
	Iteration 15Q: 3 clusters Score -461737.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -461805.812500 Penalty: 2749.702393
	Iteration 16Q: 3 clusters Score -461805.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -461857.593750 Penalty: 2749.702393
	Iteration 17Q: 3 clusters Score -461857.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -461889.812500 Penalty: 2749.702393
	Iteration 18Q: 3 clusters Score -461889.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -461916.375000 Penalty: 2749.702393
	Iteration 19Q: 3 clusters Score -461916.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -461934.875000 Penalty: 2749.702393
	Iteration 20F: 3 clusters Score -461934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -461950.343750 Penalty: 2749.702393
	Iteration 21Q: 3 clusters Score -461950.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -461961.156250 Penalty: 2749.702393
	Iteration 22Q: 3 clusters Score -461961.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -461974.781250 Penalty: 2749.702393
	Iteration 23Q: 3 clusters Score -461974.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -461982.656250 Penalty: 2749.702393
	Iteration 24Q: 3 clusters Score -461982.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -461985.625000 Penalty: 2749.702393
	Iteration 25Q: 3 clusters Score -461985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -461990.343750 Penalty: 2749.702393
	Iteration 26Q: 3 clusters Score -461990.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -461993.031250 Penalty: 2749.702393
	Iteration 27Q: 3 clusters Score -461993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -461997.281250 Penalty: 2749.702393
	Iteration 28Q: 3 clusters Score -461997.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -462002.343750 Penalty: 2749.702393
	Iteration 29Q: 3 clusters Score -462002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -462005.500000 Penalty: 2749.702393
	Iteration 30Q: 3 clusters Score -462005.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -462010.093750 Penalty: 2749.702393
	Iteration 31Q: 3 clusters Score -462010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -462012.843750 Penalty: 2749.702393
	Iteration 32Q: 3 clusters Score -462012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -462014.437500 Penalty: 2749.702393
	Iteration 33Q: 3 clusters Score -462014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -462017.031250 Penalty: 2749.702393
	Iteration 34Q: 3 clusters Score -462017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -462018.843750 Penalty: 2749.702393
	Iteration 35Q: 3 clusters Score -462018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -462019.000000 Penalty: 2749.702393
	Iteration 36Q: 3 clusters Score -462019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -462019.968750 Penalty: 2749.702393
	Iteration 37Q: 3 clusters Score -462020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -462020.062500 Penalty: 2749.702393
	Iteration 38Q: 3 clusters Score -462020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -462021.000000 Penalty: 2749.702393
	Iteration 39Q: 3 clusters Score -462021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -462021.031250 Penalty: 2749.702393
	Iteration 40F: 3 clusters Score -462021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -462021.343750 Penalty: 2749.702393
	Iteration 41Q: 3 clusters Score -462021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -462021.343750 Penalty: 2749.702393
	Iteration 42F: 3 clusters Score -462021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -177006.078125 Penalty: 1248.777344
	Iteration 0F: 2 clusters Score -177006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -174855.328125 Penalty: 2497.554688
	Iteration 0F: 3 clusters Score -174855.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -175479.156250 Penalty: 2497.554688
	Iteration 1F: 3 clusters Score -175479.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175756.718750 Penalty: 2497.554688
	Iteration 2F: 3 clusters Score -175756.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -175939.437500 Penalty: 2497.554688
	Iteration 3F: 3 clusters Score -175939.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176082.234375 Penalty: 2497.554688
	Iteration 4F: 3 clusters Score -176082.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -176202.500000 Penalty: 2497.554688
	Iteration 5Q: 3 clusters Score -176202.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176272.984375 Penalty: 2497.554688
	Iteration 6Q: 3 clusters Score -176273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176348.015625 Penalty: 2497.554688
	Iteration 7Q: 3 clusters Score -176348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176421.500000 Penalty: 2497.554688
	Iteration 8Q: 3 clusters Score -176421.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -176490.031250 Penalty: 2497.554688
	Iteration 9Q: 3 clusters Score -176490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -176528.375000 Penalty: 2497.554688
	Iteration 10Q: 3 clusters Score -176528.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -176559.953125 Penalty: 2497.554688
	Iteration 11Q: 3 clusters Score -176560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -176587.796875 Penalty: 2497.554688
	Iteration 12Q: 3 clusters Score -176587.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -176607.671875 Penalty: 2497.554688
	Iteration 13Q: 3 clusters Score -176607.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -176635.921875 Penalty: 2497.554688
	Iteration 14Q: 3 clusters Score -176635.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -176651.781250 Penalty: 2497.554688
	Iteration 15Q: 3 clusters Score -176651.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -176663.546875 Penalty: 2497.554688
	Iteration 16Q: 3 clusters Score -176663.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -176675.843750 Penalty: 2497.554688
	Iteration 17Q: 3 clusters Score -176675.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -176694.281250 Penalty: 2497.554688
	Iteration 18Q: 3 clusters Score -176694.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -176718.265625 Penalty: 2497.554688
	Iteration 19Q: 3 clusters Score -176718.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -176752.625000 Penalty: 2497.554688
	Iteration 20F: 3 clusters Score -176752.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -176793.578125 Penalty: 2497.554688
	Iteration 21Q: 3 clusters Score -176793.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -176824.578125 Penalty: 2497.554688
	Iteration 22Q: 3 clusters Score -176824.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -176862.921875 Penalty: 2497.554688
	Iteration 23Q: 3 clusters Score -176862.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -176920.562500 Penalty: 2497.554688
	Iteration 24Q: 3 clusters Score -176920.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -176949.500000 Penalty: 2497.554688
	Iteration 25Q: 3 clusters Score -176949.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -176968.687500 Penalty: 2497.554688
	Iteration 26Q: 3 clusters Score -176968.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -176977.687500 Penalty: 2497.554688
	Iteration 27Q: 3 clusters Score -176977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -176983.687500 Penalty: 2497.554688
	Iteration 28Q: 3 clusters Score -176983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -176986.375000 Penalty: 2497.554688
	Iteration 29Q: 3 clusters Score -176986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -176989.328125 Penalty: 2497.554688
	Iteration 30Q: 3 clusters Score -176989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -176990.015625 Penalty: 2497.554688
	Iteration 31Q: 3 clusters Score -176990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -176990.468750 Penalty: 2497.554688
	Iteration 32Q: 3 clusters Score -176990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -176990.468750 Penalty: 2497.554688
	Iteration 33F: 3 clusters Score -176990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Entering Unmasked Estep 
Score: -4754515.000000 Penalty: 1744.293213
	Iteration 0F: 2 clusters Score -4754515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4723804.500000 Penalty: 3488.586426
	Iteration 0F: 3 clusters Score -4723804 nChanged 21469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4736029.000000 Penalty: 3488.586426
	Iteration 1F: 3 clusters Score -4736029 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4736575.500000 Penalty: 3488.586426
	Iteration 2Q: 3 clusters Score -4736576 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4737337.500000 Penalty: 3488.586426
	Iteration 3Q: 3 clusters Score -4737338 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4738502.500000 Penalty: 3488.586426
	Iteration 4F: 3 clusters Score -4738502 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4740403.000000 Penalty: 3488.586426
	Iteration 5F: 3 clusters Score -4740403 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4743293.500000 Penalty: 3488.586426
	Iteration 6F: 3 clusters Score -4743294 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4746735.000000 Penalty: 3488.586426
	Iteration 7F: 3 clusters Score -4746735 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4749767.500000 Penalty: 3488.586426
	Iteration 8F: 3 clusters Score -4749768 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4751588.500000 Penalty: 3488.586426
	Iteration 9Q: 3 clusters Score -4751588 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4752429.500000 Penalty: 3488.586426
	Iteration 10Q: 3 clusters Score -4752430 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4752877.000000 Penalty: 3488.586426
	Iteration 11Q: 3 clusters Score -4752877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4753114.000000 Penalty: 3488.586426
	Iteration 12Q: 3 clusters Score -4753114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4753245.500000 Penalty: 3488.586426
	Iteration 13Q: 3 clusters Score -4753246 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4753345.000000 Penalty: 3488.586426
	Iteration 14Q: 3 clusters Score -4753345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4753399.500000 Penalty: 3488.586426
	Iteration 15Q: 3 clusters Score -4753400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4753441.500000 Penalty: 3488.586426
	Iteration 16Q: 3 clusters Score -4753442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4753480.500000 Penalty: 3488.586426
	Iteration 17Q: 3 clusters Score -4753480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4753509.000000 Penalty: 3488.586426
	Iteration 18Q: 3 clusters Score -4753509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4753527.500000 Penalty: 3488.586426
	Iteration 19Q: 3 clusters Score -4753528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4753548.000000 Penalty: 3488.586426
	Iteration 20F: 3 clusters Score -4753548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4753565.500000 Penalty: 3488.586426
	Iteration 21Q: 3 clusters Score -4753566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4753585.000000 Penalty: 3488.586426
	Iteration 22Q: 3 clusters Score -4753585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4753594.500000 Penalty: 3488.586426
	Iteration 23Q: 3 clusters Score -4753594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4753611.000000 Penalty: 3488.586426
	Iteration 24Q: 3 clusters Score -4753611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4753619.500000 Penalty: 3488.586426
	Iteration 25Q: 3 clusters Score -4753620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4753630.000000 Penalty: 3488.586426
	Iteration 26Q: 3 clusters Score -4753630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4753639.500000 Penalty: 3488.586426
	Iteration 27Q: 3 clusters Score -4753640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4753652.000000 Penalty: 3488.586426
	Iteration 28Q: 3 clusters Score -4753652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4753658.000000 Penalty: 3488.586426
	Iteration 29Q: 3 clusters Score -4753658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4753664.000000 Penalty: 3488.586426
	Iteration 30Q: 3 clusters Score -4753664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4753668.500000 Penalty: 3488.586426
	Iteration 31Q: 3 clusters Score -4753668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4753668.500000 Penalty: 3488.586426
	Iteration 32Q: 3 clusters Score -4753668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4753667.000000 Penalty: 3488.586426
	Iteration 33Q: 3 clusters Score -4753667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4753678.000000 Penalty: 3488.586426
	Iteration 34Q: 3 clusters Score -4753678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4753681.000000 Penalty: 3488.586426
	Iteration 35Q: 3 clusters Score -4753681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4753673.500000 Penalty: 3488.586426
	Iteration 36Q: 3 clusters Score -4753674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4753674.000000 Penalty: 3488.586426
	Iteration 37Q: 3 clusters Score -4753674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4753676.500000 Penalty: 3488.586426
	Iteration 38Q: 3 clusters Score -4753676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4753676.000000 Penalty: 3488.586426
	Iteration 39Q: 3 clusters Score -4753676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4753680.500000 Penalty: 3488.586426
	Iteration 40F: 3 clusters Score -4753680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4753685.500000 Penalty: 3488.586426
	Iteration 41Q: 3 clusters Score -4753686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4753684.500000 Penalty: 3488.586426
	Iteration 42Q: 3 clusters Score -4753684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4753687.000000 Penalty: 3488.586426
	Iteration 43Q: 3 clusters Score -4753687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4753691.000000 Penalty: 3488.586426
	Iteration 44Q: 3 clusters Score -4753691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4753688.500000 Penalty: 3488.586426
	Iteration 45Q: 3 clusters Score -4753688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4753691.500000 Penalty: 3488.586426
	Iteration 46Q: 3 clusters Score -4753692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4753691.500000 Penalty: 3488.586426
	Iteration 47Q: 3 clusters Score -4753692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4753699.500000 Penalty: 3488.586426
	Iteration 48Q: 3 clusters Score -4753700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4753700.500000 Penalty: 3488.586426
	Iteration 49Q: 3 clusters Score -4753700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4753704.500000 Penalty: 3488.586426
	Iteration 50Q: 3 clusters Score -4753704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4753710.500000 Penalty: 3488.586426
	Iteration 51Q: 3 clusters Score -4753710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4753709.000000 Penalty: 3488.586426
	Iteration 52Q: 3 clusters Score -4753709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4753709.500000 Penalty: 3488.586426
	Iteration 53Q: 3 clusters Score -4753710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4753709.000000 Penalty: 3488.586426
	Iteration 54Q: 3 clusters Score -4753709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4753708.500000 Penalty: 3488.586426
	Iteration 55Q: 3 clusters Score -4753708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4753710.000000 Penalty: 3488.586426
	Iteration 56Q: 3 clusters Score -4753710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4753710.500000 Penalty: 3488.586426
	Iteration 57Q: 3 clusters Score -4753710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4753707.500000 Penalty: 3488.586426
	Iteration 58Q: 3 clusters Score -4753708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4753717.000000 Penalty: 3488.586426
	Iteration 59Q: 3 clusters Score -4753717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4753724.000000 Penalty: 3488.586426
	Iteration 60F: 3 clusters Score -4753724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4753721.000000 Penalty: 3488.586426
	Iteration 61Q: 3 clusters Score -4753721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4753711.000000 Penalty: 3488.586426
	Iteration 62Q: 3 clusters Score -4753711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4753724.500000 Penalty: 3488.586426
	Iteration 63Q: 3 clusters Score -4753724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4753730.000000 Penalty: 3488.586426
	Iteration 64Q: 3 clusters Score -4753730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4753728.500000 Penalty: 3488.586426
	Iteration 65Q: 3 clusters Score -4753728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4753728.500000 Penalty: 3488.586426
	Iteration 66Q: 3 clusters Score -4753728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4753728.500000 Penalty: 3488.586426
	Iteration 67Q: 3 clusters Score -4753728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4753729.000000 Penalty: 3488.586426
	Iteration 68Q: 3 clusters Score -4753729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4753728.500000 Penalty: 3488.586426
	Iteration 69Q: 3 clusters Score -4753728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4753729.000000 Penalty: 3488.586426
	Iteration 70Q: 3 clusters Score -4753729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4753730.500000 Penalty: 3488.586426
	Iteration 71Q: 3 clusters Score -4753730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4753729.500000 Penalty: 3488.586426
	Iteration 72Q: 3 clusters Score -4753730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4753725.500000 Penalty: 3488.586426
	Iteration 73Q: 3 clusters Score -4753726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4753729.500000 Penalty: 3488.586426
	Iteration 74Q: 3 clusters Score -4753730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4753731.500000 Penalty: 3488.586426
	Iteration 75Q: 3 clusters Score -4753732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4753733.000000 Penalty: 3488.586426
	Iteration 76Q: 3 clusters Score -4753733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4753738.500000 Penalty: 3488.586426
	Iteration 77Q: 3 clusters Score -4753738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4753737.500000 Penalty: 3488.586426
	Iteration 78Q: 3 clusters Score -4753738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4753743.500000 Penalty: 3488.586426
	Iteration 79Q: 3 clusters Score -4753744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4753743.000000 Penalty: 3488.586426
	Iteration 80F: 3 clusters Score -4753743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4753739.500000 Penalty: 3488.586426
	Iteration 81Q: 3 clusters Score -4753740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4753742.000000 Penalty: 3488.586426
	Iteration 82Q: 3 clusters Score -4753742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4753750.500000 Penalty: 3488.586426
	Iteration 83Q: 3 clusters Score -4753750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4753750.000000 Penalty: 3488.586426
	Iteration 84Q: 3 clusters Score -4753750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4753751.500000 Penalty: 3488.586426
	Iteration 85Q: 3 clusters Score -4753752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4753755.500000 Penalty: 3488.586426
	Iteration 86Q: 3 clusters Score -4753756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4753754.500000 Penalty: 3488.586426
	Iteration 87Q: 3 clusters Score -4753754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4753750.500000 Penalty: 3488.586426
	Iteration 88Q: 3 clusters Score -4753750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4753759.000000 Penalty: 3488.586426
	Iteration 89Q: 3 clusters Score -4753759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4753763.500000 Penalty: 3488.586426
	Iteration 90Q: 3 clusters Score -4753764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4753764.000000 Penalty: 3488.586426
	Iteration 91Q: 3 clusters Score -4753764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4753762.500000 Penalty: 3488.586426
	Iteration 92Q: 3 clusters Score -4753762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4753762.000000 Penalty: 3488.586426
	Iteration 93Q: 3 clusters Score -4753762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4753764.500000 Penalty: 3488.586426
	Iteration 94Q: 3 clusters Score -4753764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4753767.500000 Penalty: 3488.586426
	Iteration 95Q: 3 clusters Score -4753768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4753769.000000 Penalty: 3488.586426
	Iteration 96Q: 3 clusters Score -4753769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4753774.000000 Penalty: 3488.586426
	Iteration 97Q: 3 clusters Score -4753774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4753775.000000 Penalty: 3488.586426
	Iteration 98Q: 3 clusters Score -4753775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4753778.500000 Penalty: 3488.586426
	Iteration 99Q: 3 clusters Score -4753778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4753779.000000 Penalty: 3488.586426
	Iteration 100F: 3 clusters Score -4753779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4753779.000000 Penalty: 3488.586426
	Iteration 101Q: 3 clusters Score -4753779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4753779.000000 Penalty: 3488.586426
	Iteration 102F: 3 clusters Score -4753779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Entering Unmasked Estep 
Score: -8067821.000000 Penalty: 1826.969116
	Iteration 0F: 2 clusters Score -8067821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -8016964.500000 Penalty: 3653.938232
	Iteration 0F: 3 clusters Score -8016964 nChanged 36182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -8037998.500000 Penalty: 3653.938232
	Iteration 1F: 3 clusters Score -8037998 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -8039149.500000 Penalty: 3653.938232
	Iteration 2Q: 3 clusters Score -8039150 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8041012.000000 Penalty: 3653.938232
	Iteration 3Q: 3 clusters Score -8041012 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -8043939.000000 Penalty: 3653.938232
	Iteration 4F: 3 clusters Score -8043939 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8048038.500000 Penalty: 3653.938232
	Iteration 5F: 3 clusters Score -8048038 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8053391.000000 Penalty: 3653.938232
	Iteration 6F: 3 clusters Score -8053391 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -8058616.000000 Penalty: 3653.938232
	Iteration 7F: 3 clusters Score -8058616 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8062457.000000 Penalty: 3653.938232
	Iteration 8F: 3 clusters Score -8062457 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8064539.000000 Penalty: 3653.938232
	Iteration 9Q: 3 clusters Score -8064539 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8065458.000000 Penalty: 3653.938232
	Iteration 10Q: 3 clusters Score -8065458 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8065850.500000 Penalty: 3653.938232
	Iteration 11Q: 3 clusters Score -8065850 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8066013.500000 Penalty: 3653.938232
	Iteration 12Q: 3 clusters Score -8066014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8066082.000000 Penalty: 3653.938232
	Iteration 13Q: 3 clusters Score -8066082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76044 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8066131.500000 Penalty: 3653.938232
	Iteration 14Q: 3 clusters Score -8066132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8066159.000000 Penalty: 3653.938232
	Iteration 15Q: 3 clusters Score -8066159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8066181.500000 Penalty: 3653.938232
	Iteration 16Q: 3 clusters Score -8066182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8066192.500000 Penalty: 3653.938232
	Iteration 17Q: 3 clusters Score -8066192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8066202.500000 Penalty: 3653.938232
	Iteration 18Q: 3 clusters Score -8066202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8066206.500000 Penalty: 3653.938232
	Iteration 19Q: 3 clusters Score -8066206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8066210.000000 Penalty: 3653.938232
	Iteration 20F: 3 clusters Score -8066210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8066208.500000 Penalty: 3653.938232
	Iteration 21Q: 3 clusters Score -8066208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8066218.000000 Penalty: 3653.938232
	Iteration 22Q: 3 clusters Score -8066218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8066217.000000 Penalty: 3653.938232
	Iteration 23Q: 3 clusters Score -8066217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8066218.000000 Penalty: 3653.938232
	Iteration 24Q: 3 clusters Score -8066218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8066218.000000 Penalty: 3653.938232
	Iteration 25F: 3 clusters Score -8066218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Entering Unmasked Estep 
Score: -2255624.000000 Penalty: 1624.612427
	Iteration 0F: 2 clusters Score -2255624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2240785.500000 Penalty: 3249.224854
	Iteration 0F: 3 clusters Score -2240786 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2246329.750000 Penalty: 3249.224854
	Iteration 1F: 3 clusters Score -2246330 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2246899.750000 Penalty: 3249.224854
	Iteration 2F: 3 clusters Score -2246900 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2247679.500000 Penalty: 3249.224854
	Iteration 3F: 3 clusters Score -2247680 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2248799.250000 Penalty: 3249.224854
	Iteration 4F: 3 clusters Score -2248799 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2250326.750000 Penalty: 3249.224854
	Iteration 5F: 3 clusters Score -2250327 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2251807.250000 Penalty: 3249.224854
	Iteration 6F: 3 clusters Score -2251807 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2252829.500000 Penalty: 3249.224854
	Iteration 7F: 3 clusters Score -2252830 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2253467.250000 Penalty: 3249.224854
	Iteration 8Q: 3 clusters Score -2253467 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2253770.750000 Penalty: 3249.224854
	Iteration 9Q: 3 clusters Score -2253771 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2253951.750000 Penalty: 3249.224854
	Iteration 10Q: 3 clusters Score -2253952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2254071.000000 Penalty: 3249.224854
	Iteration 11Q: 3 clusters Score -2254071 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2254149.250000 Penalty: 3249.224854
	Iteration 12Q: 3 clusters Score -2254149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2254209.250000 Penalty: 3249.224854
	Iteration 13Q: 3 clusters Score -2254209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2254231.250000 Penalty: 3249.224854
	Iteration 14Q: 3 clusters Score -2254231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2254254.250000 Penalty: 3249.224854
	Iteration 15Q: 3 clusters Score -2254254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2254276.000000 Penalty: 3249.224854
	Iteration 16Q: 3 clusters Score -2254276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2254279.500000 Penalty: 3249.224854
	Iteration 17Q: 3 clusters Score -2254280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2254290.250000 Penalty: 3249.224854
	Iteration 18Q: 3 clusters Score -2254290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2254297.750000 Penalty: 3249.224854
	Iteration 19Q: 3 clusters Score -2254298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2254303.750000 Penalty: 3249.224854
	Iteration 20F: 3 clusters Score -2254304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2254310.750000 Penalty: 3249.224854
	Iteration 21Q: 3 clusters Score -2254311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2254312.000000 Penalty: 3249.224854
	Iteration 22Q: 3 clusters Score -2254312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2254311.000000 Penalty: 3249.224854
	Iteration 23Q: 3 clusters Score -2254311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2254313.750000 Penalty: 3249.224854
	Iteration 24Q: 3 clusters Score -2254314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2254318.500000 Penalty: 3249.224854
	Iteration 25Q: 3 clusters Score -2254318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2254318.500000 Penalty: 3249.224854
	Iteration 26F: 3 clusters Score -2254318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -109856.585938 Penalty: 1135.016357
	Iteration 0F: 2 clusters Score -109856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108365.765625 Penalty: 2270.032715
	Iteration 0F: 3 clusters Score -108365.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108610.453125 Penalty: 2270.032715
	Iteration 1F: 3 clusters Score -108610.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -108671.093750 Penalty: 2270.032715
	Iteration 2F: 3 clusters Score -108671.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108699.515625 Penalty: 2270.032715
	Iteration 3Q: 3 clusters Score -108699.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108711.765625 Penalty: 2270.032715
	Iteration 4Q: 3 clusters Score -108711.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108724.687500 Penalty: 2270.032715
	Iteration 5Q: 3 clusters Score -108724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108729.937500 Penalty: 2270.032715
	Iteration 6Q: 3 clusters Score -108729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -108734.765625 Penalty: 2270.032715
	Iteration 7Q: 3 clusters Score -108734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108741.226562 Penalty: 2270.032715
	Iteration 8Q: 3 clusters Score -108741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108748.250000 Penalty: 2270.032715
	Iteration 9Q: 3 clusters Score -108748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108752.679688 Penalty: 2270.032715
	Iteration 10Q: 3 clusters Score -108752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108755.203125 Penalty: 2270.032715
	Iteration 11Q: 3 clusters Score -108755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108761.953125 Penalty: 2270.032715
	Iteration 12Q: 3 clusters Score -108762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108764.523438 Penalty: 2270.032715
	Iteration 13Q: 3 clusters Score -108764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108765.710938 Penalty: 2270.032715
	Iteration 14Q: 3 clusters Score -108765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -108767.382812 Penalty: 2270.032715
	Iteration 15Q: 3 clusters Score -108767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108767.796875 Penalty: 2270.032715
	Iteration 16Q: 3 clusters Score -108767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108767.796875 Penalty: 2270.032715
	Iteration 17F: 3 clusters Score -108767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -198496.281250 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -198496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -196405.578125 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -196405.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196873.062500 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -196873.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -197034.421875 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -197034.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -197178.156250 Penalty: 2472.237549
	Iteration 3F: 3 clusters Score -197178.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -197309.515625 Penalty: 2472.237549
	Iteration 4F: 3 clusters Score -197309.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -197431.062500 Penalty: 2472.237549
	Iteration 5Q: 3 clusters Score -197431.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -197536.296875 Penalty: 2472.237549
	Iteration 6Q: 3 clusters Score -197536.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -197608.765625 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -197608.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197645.156250 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -197645.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -197676.734375 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -197676.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -197695.734375 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -197695.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -197705.906250 Penalty: 2472.237549
	Iteration 11Q: 3 clusters Score -197705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -197709.312500 Penalty: 2472.237549
	Iteration 12Q: 3 clusters Score -197709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -197713.187500 Penalty: 2472.237549
	Iteration 13Q: 3 clusters Score -197713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -197716.609375 Penalty: 2472.237549
	Iteration 14Q: 3 clusters Score -197716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -197717.890625 Penalty: 2472.237549
	Iteration 15Q: 3 clusters Score -197717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -197719.312500 Penalty: 2472.237549
	Iteration 16Q: 3 clusters Score -197719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -197719.593750 Penalty: 2472.237549
	Iteration 17Q: 3 clusters Score -197719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -197722.062500 Penalty: 2472.237549
	Iteration 18Q: 3 clusters Score -197722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -197723.312500 Penalty: 2472.237549
	Iteration 19Q: 3 clusters Score -197723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -197723.593750 Penalty: 2472.237549
	Iteration 20F: 3 clusters Score -197723.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Entering Unmasked Estep 
Score: -1121289.375000 Penalty: 1511.916870
	Iteration 0F: 2 clusters Score -1121289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1113476.750000 Penalty: 3023.833740
	Iteration 0F: 3 clusters Score -1113477 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1115999.125000 Penalty: 3023.833740
	Iteration 1F: 3 clusters Score -1115999 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1116320.875000 Penalty: 3023.833740
	Iteration 2F: 3 clusters Score -1116321 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1116635.000000 Penalty: 3023.833740
	Iteration 3F: 3 clusters Score -1116635 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1116987.750000 Penalty: 3023.833740
	Iteration 4F: 3 clusters Score -1116988 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1117360.625000 Penalty: 3023.833740
	Iteration 5F: 3 clusters Score -1117361 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1117714.875000 Penalty: 3023.833740
	Iteration 6F: 3 clusters Score -1117715 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1118049.750000 Penalty: 3023.833740
	Iteration 7F: 3 clusters Score -1118050 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1118390.375000 Penalty: 3023.833740
	Iteration 8Q: 3 clusters Score -1118390 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1118761.125000 Penalty: 3023.833740
	Iteration 9Q: 3 clusters Score -1118761 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1119088.375000 Penalty: 3023.833740
	Iteration 10Q: 3 clusters Score -1119088 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1119337.000000 Penalty: 3023.833740
	Iteration 11Q: 3 clusters Score -1119337 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1119506.250000 Penalty: 3023.833740
	Iteration 12Q: 3 clusters Score -1119506 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1119589.000000 Penalty: 3023.833740
	Iteration 13Q: 3 clusters Score -1119589 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1119644.500000 Penalty: 3023.833740
	Iteration 14Q: 3 clusters Score -1119644 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1119697.625000 Penalty: 3023.833740
	Iteration 15Q: 3 clusters Score -1119698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1119742.125000 Penalty: 3023.833740
	Iteration 16Q: 3 clusters Score -1119742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1119774.500000 Penalty: 3023.833740
	Iteration 17Q: 3 clusters Score -1119774 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1119809.250000 Penalty: 3023.833740
	Iteration 18Q: 3 clusters Score -1119809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1119829.250000 Penalty: 3023.833740
	Iteration 19Q: 3 clusters Score -1119829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1119849.375000 Penalty: 3023.833740
	Iteration 20F: 3 clusters Score -1119849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1119862.750000 Penalty: 3023.833740
	Iteration 21Q: 3 clusters Score -1119863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1119875.500000 Penalty: 3023.833740
	Iteration 22Q: 3 clusters Score -1119876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1119885.375000 Penalty: 3023.833740
	Iteration 23Q: 3 clusters Score -1119885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1119902.250000 Penalty: 3023.833740
	Iteration 24Q: 3 clusters Score -1119902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1119916.125000 Penalty: 3023.833740
	Iteration 25Q: 3 clusters Score -1119916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1119924.875000 Penalty: 3023.833740
	Iteration 26Q: 3 clusters Score -1119925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1119939.875000 Penalty: 3023.833740
	Iteration 27Q: 3 clusters Score -1119940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1119957.250000 Penalty: 3023.833740
	Iteration 28Q: 3 clusters Score -1119957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1119969.125000 Penalty: 3023.833740
	Iteration 29Q: 3 clusters Score -1119969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1119976.500000 Penalty: 3023.833740
	Iteration 30Q: 3 clusters Score -1119976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1119985.375000 Penalty: 3023.833740
	Iteration 31Q: 3 clusters Score -1119985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1120001.375000 Penalty: 3023.833740
	Iteration 32Q: 3 clusters Score -1120001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1120015.500000 Penalty: 3023.833740
	Iteration 33Q: 3 clusters Score -1120016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1120027.000000 Penalty: 3023.833740
	Iteration 34Q: 3 clusters Score -1120027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1120036.750000 Penalty: 3023.833740
	Iteration 35Q: 3 clusters Score -1120037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1120046.500000 Penalty: 3023.833740
	Iteration 36Q: 3 clusters Score -1120046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1120060.375000 Penalty: 3023.833740
	Iteration 37Q: 3 clusters Score -1120060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1120071.125000 Penalty: 3023.833740
	Iteration 38Q: 3 clusters Score -1120071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1120077.125000 Penalty: 3023.833740
	Iteration 39Q: 3 clusters Score -1120077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1120084.250000 Penalty: 3023.833740
	Iteration 40F: 3 clusters Score -1120084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1120093.625000 Penalty: 3023.833740
	Iteration 41Q: 3 clusters Score -1120094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1120101.250000 Penalty: 3023.833740
	Iteration 42Q: 3 clusters Score -1120101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1120104.875000 Penalty: 3023.833740
	Iteration 43Q: 3 clusters Score -1120105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1120111.375000 Penalty: 3023.833740
	Iteration 44Q: 3 clusters Score -1120111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1120113.875000 Penalty: 3023.833740
	Iteration 45Q: 3 clusters Score -1120114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1120120.125000 Penalty: 3023.833740
	Iteration 46Q: 3 clusters Score -1120120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1120126.875000 Penalty: 3023.833740
	Iteration 47Q: 3 clusters Score -1120127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1120128.000000 Penalty: 3023.833740
	Iteration 48Q: 3 clusters Score -1120128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1120127.875000 Penalty: 3023.833740
	Iteration 49Q: 3 clusters Score -1120128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1120132.375000 Penalty: 3023.833740
	Iteration 50Q: 3 clusters Score -1120132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1120135.375000 Penalty: 3023.833740
	Iteration 51Q: 3 clusters Score -1120135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1120140.500000 Penalty: 3023.833740
	Iteration 52Q: 3 clusters Score -1120140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1120147.500000 Penalty: 3023.833740
	Iteration 53Q: 3 clusters Score -1120148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1120147.125000 Penalty: 3023.833740
	Iteration 54Q: 3 clusters Score -1120147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1120153.750000 Penalty: 3023.833740
	Iteration 55Q: 3 clusters Score -1120154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1120154.500000 Penalty: 3023.833740
	Iteration 56Q: 3 clusters Score -1120154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1120158.500000 Penalty: 3023.833740
	Iteration 57Q: 3 clusters Score -1120158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1120164.125000 Penalty: 3023.833740
	Iteration 58Q: 3 clusters Score -1120164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1120169.500000 Penalty: 3023.833740
	Iteration 59Q: 3 clusters Score -1120170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1120174.500000 Penalty: 3023.833740
	Iteration 60F: 3 clusters Score -1120174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1120175.000000 Penalty: 3023.833740
	Iteration 61Q: 3 clusters Score -1120175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1120179.250000 Penalty: 3023.833740
	Iteration 62Q: 3 clusters Score -1120179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1120180.750000 Penalty: 3023.833740
	Iteration 63Q: 3 clusters Score -1120181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1120182.625000 Penalty: 3023.833740
	Iteration 64Q: 3 clusters Score -1120183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1120183.750000 Penalty: 3023.833740
	Iteration 65Q: 3 clusters Score -1120184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1120183.375000 Penalty: 3023.833740
	Iteration 66Q: 3 clusters Score -1120183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1120184.250000 Penalty: 3023.833740
	Iteration 67Q: 3 clusters Score -1120184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1120184.875000 Penalty: 3023.833740
	Iteration 68Q: 3 clusters Score -1120185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1120185.125000 Penalty: 3023.833740
	Iteration 69Q: 3 clusters Score -1120185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1120187.875000 Penalty: 3023.833740
	Iteration 70Q: 3 clusters Score -1120188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1120189.250000 Penalty: 3023.833740
	Iteration 71Q: 3 clusters Score -1120189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1120192.500000 Penalty: 3023.833740
	Iteration 72Q: 3 clusters Score -1120192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1120193.125000 Penalty: 3023.833740
	Iteration 73Q: 3 clusters Score -1120193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1120193.625000 Penalty: 3023.833740
	Iteration 74Q: 3 clusters Score -1120194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1120194.125000 Penalty: 3023.833740
	Iteration 75Q: 3 clusters Score -1120194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1120194.125000 Penalty: 3023.833740
	Iteration 76Q: 3 clusters Score -1120194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1120194.375000 Penalty: 3023.833740
	Iteration 77Q: 3 clusters Score -1120194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1120194.750000 Penalty: 3023.833740
	Iteration 78Q: 3 clusters Score -1120195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1120195.000000 Penalty: 3023.833740
	Iteration 79Q: 3 clusters Score -1120195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1120195.000000 Penalty: 3023.833740
	Iteration 80F: 3 clusters Score -1120195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Entering Unmasked Estep 
Score: -809161.187500 Penalty: 1458.293091
	Iteration 0F: 2 clusters Score -809161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -803283.187500 Penalty: 2916.586182
	Iteration 0F: 3 clusters Score -803283.2 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -805190.250000 Penalty: 2916.586182
	Iteration 1F: 3 clusters Score -805190.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -805474.875000 Penalty: 2916.586182
	Iteration 2F: 3 clusters Score -805474.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -805682.000000 Penalty: 2916.586182
	Iteration 3F: 3 clusters Score -805682 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -805844.875000 Penalty: 2916.586182
	Iteration 4Q: 3 clusters Score -805844.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -805984.562500 Penalty: 2916.586182
	Iteration 5Q: 3 clusters Score -805984.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -806099.125000 Penalty: 2916.586182
	Iteration 6Q: 3 clusters Score -806099.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -806196.187500 Penalty: 2916.586182
	Iteration 7Q: 3 clusters Score -806196.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -806295.187500 Penalty: 2916.586182
	Iteration 8Q: 3 clusters Score -806295.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -806417.125000 Penalty: 2916.586182
	Iteration 9Q: 3 clusters Score -806417.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -806547.750000 Penalty: 2916.586182
	Iteration 10Q: 3 clusters Score -806547.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -806700.625000 Penalty: 2916.586182
	Iteration 11Q: 3 clusters Score -806700.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -806853.562500 Penalty: 2916.586182
	Iteration 12Q: 3 clusters Score -806853.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -807008.937500 Penalty: 2916.586182
	Iteration 13Q: 3 clusters Score -807008.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -807154.000000 Penalty: 2916.586182
	Iteration 14Q: 3 clusters Score -807154 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -807296.812500 Penalty: 2916.586182
	Iteration 15Q: 3 clusters Score -807296.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -807434.687500 Penalty: 2916.586182
	Iteration 16Q: 3 clusters Score -807434.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -807552.312500 Penalty: 2916.586182
	Iteration 17Q: 3 clusters Score -807552.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -807639.500000 Penalty: 2916.586182
	Iteration 18Q: 3 clusters Score -807639.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -807711.500000 Penalty: 2916.586182
	Iteration 19Q: 3 clusters Score -807711.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -807765.750000 Penalty: 2916.586182
	Iteration 20F: 3 clusters Score -807765.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -807802.250000 Penalty: 2916.586182
	Iteration 21Q: 3 clusters Score -807802.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -807822.812500 Penalty: 2916.586182
	Iteration 22Q: 3 clusters Score -807822.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -807836.625000 Penalty: 2916.586182
	Iteration 23Q: 3 clusters Score -807836.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -807852.125000 Penalty: 2916.586182
	Iteration 24Q: 3 clusters Score -807852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -807861.812500 Penalty: 2916.586182
	Iteration 25Q: 3 clusters Score -807861.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -807871.375000 Penalty: 2916.586182
	Iteration 26Q: 3 clusters Score -807871.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -807882.750000 Penalty: 2916.586182
	Iteration 27Q: 3 clusters Score -807882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -807887.750000 Penalty: 2916.586182
	Iteration 28Q: 3 clusters Score -807887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -807893.062500 Penalty: 2916.586182
	Iteration 29Q: 3 clusters Score -807893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -807897.312500 Penalty: 2916.586182
	Iteration 30Q: 3 clusters Score -807897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -807903.750000 Penalty: 2916.586182
	Iteration 31Q: 3 clusters Score -807903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -807909.312500 Penalty: 2916.586182
	Iteration 32Q: 3 clusters Score -807909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -807911.875000 Penalty: 2916.586182
	Iteration 33Q: 3 clusters Score -807911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -807917.375000 Penalty: 2916.586182
	Iteration 34Q: 3 clusters Score -807917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -807922.875000 Penalty: 2916.586182
	Iteration 35Q: 3 clusters Score -807922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -807931.937500 Penalty: 2916.586182
	Iteration 36Q: 3 clusters Score -807931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -807934.500000 Penalty: 2916.586182
	Iteration 37Q: 3 clusters Score -807934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -807938.687500 Penalty: 2916.586182
	Iteration 38Q: 3 clusters Score -807938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -807940.125000 Penalty: 2916.586182
	Iteration 39Q: 3 clusters Score -807940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -807941.750000 Penalty: 2916.586182
	Iteration 40F: 3 clusters Score -807941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -807942.812500 Penalty: 2916.586182
	Iteration 41Q: 3 clusters Score -807942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -807943.687500 Penalty: 2916.586182
	Iteration 42Q: 3 clusters Score -807943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -807943.687500 Penalty: 2916.586182
	Iteration 43F: 3 clusters Score -807943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -777929.500000 Penalty: 1451.870361
	Iteration 0F: 2 clusters Score -777929.5 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 3862 members 
Entering Unmasked Estep 
Score: -772314.937500 Penalty: 2903.740723
	Iteration 0F: 3 clusters Score -772314.9 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -773973.687500 Penalty: 2903.740723
	Iteration 1F: 3 clusters Score -773973.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -774230.062500 Penalty: 2903.740723
	Iteration 2F: 3 clusters Score -774230.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -774448.562500 Penalty: 2903.740723
	Iteration 3F: 3 clusters Score -774448.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -774653.250000 Penalty: 2903.740723
	Iteration 4Q: 3 clusters Score -774653.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -774882.625000 Penalty: 2903.740723
	Iteration 5Q: 3 clusters Score -774882.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -775110.125000 Penalty: 2903.740723
	Iteration 6Q: 3 clusters Score -775110.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -775318.625000 Penalty: 2903.740723
	Iteration 7Q: 3 clusters Score -775318.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -775507.125000 Penalty: 2903.740723
	Iteration 8Q: 3 clusters Score -775507.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -775675.937500 Penalty: 2903.740723
	Iteration 9Q: 3 clusters Score -775675.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -775862.437500 Penalty: 2903.740723
	Iteration 10Q: 3 clusters Score -775862.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -776050.937500 Penalty: 2903.740723
	Iteration 11Q: 3 clusters Score -776050.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -776242.125000 Penalty: 2903.740723
	Iteration 12Q: 3 clusters Score -776242.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -776485.687500 Penalty: 2903.740723
	Iteration 13Q: 3 clusters Score -776485.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -776693.375000 Penalty: 2903.740723
	Iteration 14Q: 3 clusters Score -776693.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -776859.000000 Penalty: 2903.740723
	Iteration 15Q: 3 clusters Score -776859 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -776962.375000 Penalty: 2903.740723
	Iteration 16Q: 3 clusters Score -776962.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -777020.187500 Penalty: 2903.740723
	Iteration 17Q: 3 clusters Score -777020.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -777060.250000 Penalty: 2903.740723
	Iteration 18Q: 3 clusters Score -777060.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -777084.250000 Penalty: 2903.740723
	Iteration 19Q: 3 clusters Score -777084.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -777120.875000 Penalty: 2903.740723
	Iteration 20F: 3 clusters Score -777120.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -777163.500000 Penalty: 2903.740723
	Iteration 21Q: 3 clusters Score -777163.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -777193.125000 Penalty: 2903.740723
	Iteration 22Q: 3 clusters Score -777193.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -777221.125000 Penalty: 2903.740723
	Iteration 23Q: 3 clusters Score -777221.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -777252.062500 Penalty: 2903.740723
	Iteration 24Q: 3 clusters Score -777252.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -777278.187500 Penalty: 2903.740723
	Iteration 25Q: 3 clusters Score -777278.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -777305.062500 Penalty: 2903.740723
	Iteration 26Q: 3 clusters Score -777305.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -777341.500000 Penalty: 2903.740723
	Iteration 27Q: 3 clusters Score -777341.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -777380.250000 Penalty: 2903.740723
	Iteration 28Q: 3 clusters Score -777380.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -777409.750000 Penalty: 2903.740723
	Iteration 29Q: 3 clusters Score -777409.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -777436.437500 Penalty: 2903.740723
	Iteration 30Q: 3 clusters Score -777436.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -777445.875000 Penalty: 2903.740723
	Iteration 31Q: 3 clusters Score -777445.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -777454.312500 Penalty: 2903.740723
	Iteration 32Q: 3 clusters Score -777454.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -777464.187500 Penalty: 2903.740723
	Iteration 33Q: 3 clusters Score -777464.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -777467.625000 Penalty: 2903.740723
	Iteration 34Q: 3 clusters Score -777467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -777476.000000 Penalty: 2903.740723
	Iteration 35Q: 3 clusters Score -777476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -777481.750000 Penalty: 2903.740723
	Iteration 36Q: 3 clusters Score -777481.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -777484.312500 Penalty: 2903.740723
	Iteration 37Q: 3 clusters Score -777484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -777487.375000 Penalty: 2903.740723
	Iteration 38Q: 3 clusters Score -777487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -777490.562500 Penalty: 2903.740723
	Iteration 39Q: 3 clusters Score -777490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -777491.687500 Penalty: 2903.740723
	Iteration 40F: 3 clusters Score -777491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -777495.187500 Penalty: 2903.740723
	Iteration 41Q: 3 clusters Score -777495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -777498.000000 Penalty: 2903.740723
	Iteration 42Q: 3 clusters Score -777498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -777499.312500 Penalty: 2903.740723
	Iteration 43Q: 3 clusters Score -777499.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -777499.937500 Penalty: 2903.740723
	Iteration 44Q: 3 clusters Score -777499.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -777502.187500 Penalty: 2903.740723
	Iteration 45Q: 3 clusters Score -777502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -777501.687500 Penalty: 2903.740723
	Iteration 46Q: 3 clusters Score -777501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -777502.750000 Penalty: 2903.740723
	Iteration 47Q: 3 clusters Score -777502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -777506.250000 Penalty: 2903.740723
	Iteration 48Q: 3 clusters Score -777506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -777506.812500 Penalty: 2903.740723
	Iteration 49Q: 3 clusters Score -777506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -777507.687500 Penalty: 2903.740723
	Iteration 50Q: 3 clusters Score -777507.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -777508.187500 Penalty: 2903.740723
	Iteration 51Q: 3 clusters Score -777508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -777508.812500 Penalty: 2903.740723
	Iteration 52Q: 3 clusters Score -777508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -777510.125000 Penalty: 2903.740723
	Iteration 53Q: 3 clusters Score -777510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -777510.937500 Penalty: 2903.740723
	Iteration 54Q: 3 clusters Score -777510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -777509.687500 Penalty: 2903.740723
	Iteration 55Q: 3 clusters Score -777509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -777510.875000 Penalty: 2903.740723
	Iteration 56Q: 3 clusters Score -777510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -777510.875000 Penalty: 2903.740723
	Iteration 57F: 3 clusters Score -777510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Entering Unmasked Estep 
Score: -1009905.312500 Penalty: 1495.587891
	Iteration 0F: 2 clusters Score -1009905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1002841.562500 Penalty: 2991.175781
	Iteration 0F: 3 clusters Score -1002842 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1005298.187500 Penalty: 2991.175781
	Iteration 1F: 3 clusters Score -1005298 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1005592.250000 Penalty: 2991.175781
	Iteration 2F: 3 clusters Score -1005592 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1005845.250000 Penalty: 2991.175781
	Iteration 3F: 3 clusters Score -1005845 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1006060.187500 Penalty: 2991.175781
	Iteration 4Q: 3 clusters Score -1006060 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1006263.250000 Penalty: 2991.175781
	Iteration 5Q: 3 clusters Score -1006263 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1006457.750000 Penalty: 2991.175781
	Iteration 6Q: 3 clusters Score -1006458 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1006642.812500 Penalty: 2991.175781
	Iteration 7Q: 3 clusters Score -1006643 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1006829.125000 Penalty: 2991.175781
	Iteration 8Q: 3 clusters Score -1006829 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1007029.187500 Penalty: 2991.175781
	Iteration 9Q: 3 clusters Score -1007029 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1007235.312500 Penalty: 2991.175781
	Iteration 10Q: 3 clusters Score -1007235 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1007400.562500 Penalty: 2991.175781
	Iteration 11Q: 3 clusters Score -1007401 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1007525.250000 Penalty: 2991.175781
	Iteration 12Q: 3 clusters Score -1007525 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1007610.500000 Penalty: 2991.175781
	Iteration 13Q: 3 clusters Score -1007610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1007668.437500 Penalty: 2991.175781
	Iteration 14Q: 3 clusters Score -1007668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1007719.500000 Penalty: 2991.175781
	Iteration 15Q: 3 clusters Score -1007720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1007760.750000 Penalty: 2991.175781
	Iteration 16Q: 3 clusters Score -1007761 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1007799.812500 Penalty: 2991.175781
	Iteration 17Q: 3 clusters Score -1007800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1007829.625000 Penalty: 2991.175781
	Iteration 18Q: 3 clusters Score -1007830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1007855.625000 Penalty: 2991.175781
	Iteration 19Q: 3 clusters Score -1007856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1007880.875000 Penalty: 2991.175781
	Iteration 20F: 3 clusters Score -1007881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1007903.625000 Penalty: 2991.175781
	Iteration 21Q: 3 clusters Score -1007904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1007931.000000 Penalty: 2991.175781
	Iteration 22Q: 3 clusters Score -1007931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1007957.750000 Penalty: 2991.175781
	Iteration 23Q: 3 clusters Score -1007958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1008003.187500 Penalty: 2991.175781
	Iteration 24Q: 3 clusters Score -1008003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1008062.250000 Penalty: 2991.175781
	Iteration 25Q: 3 clusters Score -1008062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1008108.812500 Penalty: 2991.175781
	Iteration 26Q: 3 clusters Score -1008109 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1008137.750000 Penalty: 2991.175781
	Iteration 27Q: 3 clusters Score -1008138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1008168.187500 Penalty: 2991.175781
	Iteration 28Q: 3 clusters Score -1008168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1008195.187500 Penalty: 2991.175781
	Iteration 29Q: 3 clusters Score -1008195 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1008222.312500 Penalty: 2991.175781
	Iteration 30Q: 3 clusters Score -1008222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1008245.625000 Penalty: 2991.175781
	Iteration 31Q: 3 clusters Score -1008246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1008264.062500 Penalty: 2991.175781
	Iteration 32Q: 3 clusters Score -1008264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1008284.125000 Penalty: 2991.175781
	Iteration 33Q: 3 clusters Score -1008284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1008297.625000 Penalty: 2991.175781
	Iteration 34Q: 3 clusters Score -1008298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1008322.312500 Penalty: 2991.175781
	Iteration 35Q: 3 clusters Score -1008322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1008352.375000 Penalty: 2991.175781
	Iteration 36Q: 3 clusters Score -1008352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1008378.500000 Penalty: 2991.175781
	Iteration 37Q: 3 clusters Score -1008378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1008398.500000 Penalty: 2991.175781
	Iteration 38Q: 3 clusters Score -1008398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1008413.625000 Penalty: 2991.175781
	Iteration 39Q: 3 clusters Score -1008414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1008433.562500 Penalty: 2991.175781
	Iteration 40F: 3 clusters Score -1008434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1008453.437500 Penalty: 2991.175781
	Iteration 41Q: 3 clusters Score -1008453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1008470.312500 Penalty: 2991.175781
	Iteration 42Q: 3 clusters Score -1008470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1008483.750000 Penalty: 2991.175781
	Iteration 43Q: 3 clusters Score -1008484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1008501.562500 Penalty: 2991.175781
	Iteration 44Q: 3 clusters Score -1008502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1008513.625000 Penalty: 2991.175781
	Iteration 45Q: 3 clusters Score -1008514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1008525.875000 Penalty: 2991.175781
	Iteration 46Q: 3 clusters Score -1008526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1008531.750000 Penalty: 2991.175781
	Iteration 47Q: 3 clusters Score -1008532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1008542.750000 Penalty: 2991.175781
	Iteration 48Q: 3 clusters Score -1008543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1008548.062500 Penalty: 2991.175781
	Iteration 49Q: 3 clusters Score -1008548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1008553.437500 Penalty: 2991.175781
	Iteration 50Q: 3 clusters Score -1008553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1008559.500000 Penalty: 2991.175781
	Iteration 51Q: 3 clusters Score -1008560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1008572.125000 Penalty: 2991.175781
	Iteration 52Q: 3 clusters Score -1008572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1008579.375000 Penalty: 2991.175781
	Iteration 53Q: 3 clusters Score -1008579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1008584.562500 Penalty: 2991.175781
	Iteration 54Q: 3 clusters Score -1008585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1008589.437500 Penalty: 2991.175781
	Iteration 55Q: 3 clusters Score -1008589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1008594.250000 Penalty: 2991.175781
	Iteration 56Q: 3 clusters Score -1008594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1008596.375000 Penalty: 2991.175781
	Iteration 57Q: 3 clusters Score -1008596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1008598.875000 Penalty: 2991.175781
	Iteration 58Q: 3 clusters Score -1008599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1008600.750000 Penalty: 2991.175781
	Iteration 59Q: 3 clusters Score -1008601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1008603.875000 Penalty: 2991.175781
	Iteration 60F: 3 clusters Score -1008604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1008605.687500 Penalty: 2991.175781
	Iteration 61Q: 3 clusters Score -1008606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1008605.687500 Penalty: 2991.175781
	Iteration 62F: 3 clusters Score -1008606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -158159.031250 Penalty: 1202.501587
	Iteration 0F: 2 clusters Score -158159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156264.890625 Penalty: 2405.003174
	Iteration 0F: 3 clusters Score -156264.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -156754.656250 Penalty: 2405.003174
	Iteration 1F: 3 clusters Score -156754.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156992.703125 Penalty: 2405.003174
	Iteration 2F: 3 clusters Score -156992.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -157218.250000 Penalty: 2405.003174
	Iteration 3F: 3 clusters Score -157218.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157365.093750 Penalty: 2405.003174
	Iteration 4F: 3 clusters Score -157365.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -157447.437500 Penalty: 2405.003174
	Iteration 5Q: 3 clusters Score -157447.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -157496.171875 Penalty: 2405.003174
	Iteration 6Q: 3 clusters Score -157496.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -157521.218750 Penalty: 2405.003174
	Iteration 7Q: 3 clusters Score -157521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -157540.000000 Penalty: 2405.003174
	Iteration 8Q: 3 clusters Score -157540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -157549.343750 Penalty: 2405.003174
	Iteration 9Q: 3 clusters Score -157549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -157554.093750 Penalty: 2405.003174
	Iteration 10Q: 3 clusters Score -157554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -157558.890625 Penalty: 2405.003174
	Iteration 11Q: 3 clusters Score -157558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -157565.375000 Penalty: 2405.003174
	Iteration 12Q: 3 clusters Score -157565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -157569.546875 Penalty: 2405.003174
	Iteration 13Q: 3 clusters Score -157569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -157572.203125 Penalty: 2405.003174
	Iteration 14Q: 3 clusters Score -157572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -157573.593750 Penalty: 2405.003174
	Iteration 15Q: 3 clusters Score -157573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157575.500000 Penalty: 2405.003174
	Iteration 16Q: 3 clusters Score -157575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -157576.609375 Penalty: 2405.003174
	Iteration 17Q: 3 clusters Score -157576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -157578.968750 Penalty: 2405.003174
	Iteration 18Q: 3 clusters Score -157579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -157583.218750 Penalty: 2405.003174
	Iteration 19Q: 3 clusters Score -157583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -157591.906250 Penalty: 2405.003174
	Iteration 20F: 3 clusters Score -157591.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -157600.953125 Penalty: 2405.003174
	Iteration 21Q: 3 clusters Score -157601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -157612.546875 Penalty: 2405.003174
	Iteration 22Q: 3 clusters Score -157612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -157618.343750 Penalty: 2405.003174
	Iteration 23Q: 3 clusters Score -157618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -157622.609375 Penalty: 2405.003174
	Iteration 24Q: 3 clusters Score -157622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -157628.171875 Penalty: 2405.003174
	Iteration 25Q: 3 clusters Score -157628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -157630.531250 Penalty: 2405.003174
	Iteration 26Q: 3 clusters Score -157630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -157633.343750 Penalty: 2405.003174
	Iteration 27Q: 3 clusters Score -157633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -157633.343750 Penalty: 2405.003174
	Iteration 28F: 3 clusters Score -157633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Entering Unmasked Estep 
Score: -1517466.375000 Penalty: 1564.731323
	Iteration 0F: 2 clusters Score -1517466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1506951.375000 Penalty: 3129.462646
	Iteration 0F: 3 clusters Score -1506951 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1510654.375000 Penalty: 3129.462646
	Iteration 1F: 3 clusters Score -1510654 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1511132.250000 Penalty: 3129.462646
	Iteration 2F: 3 clusters Score -1511132 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1511615.750000 Penalty: 3129.462646
	Iteration 3F: 3 clusters Score -1511616 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1512123.875000 Penalty: 3129.462646
	Iteration 4F: 3 clusters Score -1512124 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1512584.875000 Penalty: 3129.462646
	Iteration 5F: 3 clusters Score -1512585 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1513020.500000 Penalty: 3129.462646
	Iteration 6F: 3 clusters Score -1513020 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1513493.500000 Penalty: 3129.462646
	Iteration 7Q: 3 clusters Score -1513494 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1514020.375000 Penalty: 3129.462646
	Iteration 8Q: 3 clusters Score -1514020 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1514536.625000 Penalty: 3129.462646
	Iteration 9Q: 3 clusters Score -1514537 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1515031.625000 Penalty: 3129.462646
	Iteration 10Q: 3 clusters Score -1515032 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1515511.000000 Penalty: 3129.462646
	Iteration 11Q: 3 clusters Score -1515511 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1515965.250000 Penalty: 3129.462646
	Iteration 12Q: 3 clusters Score -1515965 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1516382.000000 Penalty: 3129.462646
	Iteration 13Q: 3 clusters Score -1516382 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1516730.750000 Penalty: 3129.462646
	Iteration 14Q: 3 clusters Score -1516731 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1516957.750000 Penalty: 3129.462646
	Iteration 15Q: 3 clusters Score -1516958 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1517073.625000 Penalty: 3129.462646
	Iteration 16Q: 3 clusters Score -1517074 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1517137.375000 Penalty: 3129.462646
	Iteration 17Q: 3 clusters Score -1517137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1517176.750000 Penalty: 3129.462646
	Iteration 18Q: 3 clusters Score -1517177 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1517215.375000 Penalty: 3129.462646
	Iteration 19Q: 3 clusters Score -1517215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1517234.250000 Penalty: 3129.462646
	Iteration 20F: 3 clusters Score -1517234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1517239.000000 Penalty: 3129.462646
	Iteration 21Q: 3 clusters Score -1517239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1517250.125000 Penalty: 3129.462646
	Iteration 22Q: 3 clusters Score -1517250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1517255.125000 Penalty: 3129.462646
	Iteration 23Q: 3 clusters Score -1517255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1517264.000000 Penalty: 3129.462646
	Iteration 24Q: 3 clusters Score -1517264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1517267.375000 Penalty: 3129.462646
	Iteration 25Q: 3 clusters Score -1517267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1517269.500000 Penalty: 3129.462646
	Iteration 26Q: 3 clusters Score -1517270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1517272.000000 Penalty: 3129.462646
	Iteration 27Q: 3 clusters Score -1517272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1517266.875000 Penalty: 3129.462646
	Iteration 28Q: 3 clusters Score -1517267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1517271.750000 Penalty: 3129.462646
	Iteration 29Q: 3 clusters Score -1517272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1517271.250000 Penalty: 3129.462646
	Iteration 30Q: 3 clusters Score -1517271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1517272.625000 Penalty: 3129.462646
	Iteration 31Q: 3 clusters Score -1517273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1517272.125000 Penalty: 3129.462646
	Iteration 32Q: 3 clusters Score -1517272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1517272.625000 Penalty: 3129.462646
	Iteration 33Q: 3 clusters Score -1517273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1517274.375000 Penalty: 3129.462646
	Iteration 34Q: 3 clusters Score -1517274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1517274.375000 Penalty: 3129.462646
	Iteration 35F: 3 clusters Score -1517274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Entering Unmasked Estep 
Score: -2691812.500000 Penalty: 1651.506592
	Iteration 0F: 2 clusters Score -2691812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2674331.500000 Penalty: 3303.013184
	Iteration 0F: 3 clusters Score -2674332 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2680848.250000 Penalty: 3303.013184
	Iteration 1F: 3 clusters Score -2680848 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2681332.750000 Penalty: 3303.013184
	Iteration 2Q: 3 clusters Score -2681333 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2681943.250000 Penalty: 3303.013184
	Iteration 3F: 3 clusters Score -2681943 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2682782.000000 Penalty: 3303.013184
	Iteration 4F: 3 clusters Score -2682782 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2683853.250000 Penalty: 3303.013184
	Iteration 5F: 3 clusters Score -2683853 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2685057.500000 Penalty: 3303.013184
	Iteration 6F: 3 clusters Score -2685058 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2686391.500000 Penalty: 3303.013184
	Iteration 7F: 3 clusters Score -2686392 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2687550.500000 Penalty: 3303.013184
	Iteration 8F: 3 clusters Score -2687550 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2688282.500000 Penalty: 3303.013184
	Iteration 9Q: 3 clusters Score -2688282 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2688704.750000 Penalty: 3303.013184
	Iteration 10Q: 3 clusters Score -2688705 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2688899.500000 Penalty: 3303.013184
	Iteration 11Q: 3 clusters Score -2688900 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2689031.500000 Penalty: 3303.013184
	Iteration 12Q: 3 clusters Score -2689032 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2689170.750000 Penalty: 3303.013184
	Iteration 13Q: 3 clusters Score -2689171 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2689301.750000 Penalty: 3303.013184
	Iteration 14Q: 3 clusters Score -2689302 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2689412.250000 Penalty: 3303.013184
	Iteration 15Q: 3 clusters Score -2689412 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2689508.750000 Penalty: 3303.013184
	Iteration 16Q: 3 clusters Score -2689509 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2689591.750000 Penalty: 3303.013184
	Iteration 17Q: 3 clusters Score -2689592 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2689656.750000 Penalty: 3303.013184
	Iteration 18Q: 3 clusters Score -2689657 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2689744.750000 Penalty: 3303.013184
	Iteration 19Q: 3 clusters Score -2689745 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2689840.750000 Penalty: 3303.013184
	Iteration 20F: 3 clusters Score -2689841 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2689938.750000 Penalty: 3303.013184
	Iteration 21Q: 3 clusters Score -2689939 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2690037.000000 Penalty: 3303.013184
	Iteration 22Q: 3 clusters Score -2690037 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2690137.250000 Penalty: 3303.013184
	Iteration 23Q: 3 clusters Score -2690137 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2690237.750000 Penalty: 3303.013184
	Iteration 24Q: 3 clusters Score -2690238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2690304.000000 Penalty: 3303.013184
	Iteration 25Q: 3 clusters Score -2690304 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2690376.500000 Penalty: 3303.013184
	Iteration 26Q: 3 clusters Score -2690376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2690421.000000 Penalty: 3303.013184
	Iteration 27Q: 3 clusters Score -2690421 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2690467.000000 Penalty: 3303.013184
	Iteration 28Q: 3 clusters Score -2690467 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2690530.250000 Penalty: 3303.013184
	Iteration 29Q: 3 clusters Score -2690530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2690599.500000 Penalty: 3303.013184
	Iteration 30Q: 3 clusters Score -2690600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2690652.500000 Penalty: 3303.013184
	Iteration 31Q: 3 clusters Score -2690652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2690678.250000 Penalty: 3303.013184
	Iteration 32Q: 3 clusters Score -2690678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2690708.250000 Penalty: 3303.013184
	Iteration 33Q: 3 clusters Score -2690708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2690727.250000 Penalty: 3303.013184
	Iteration 34Q: 3 clusters Score -2690727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2690746.500000 Penalty: 3303.013184
	Iteration 35Q: 3 clusters Score -2690746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2690765.000000 Penalty: 3303.013184
	Iteration 36Q: 3 clusters Score -2690765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2690780.250000 Penalty: 3303.013184
	Iteration 37Q: 3 clusters Score -2690780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2690785.250000 Penalty: 3303.013184
	Iteration 38Q: 3 clusters Score -2690785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2690803.500000 Penalty: 3303.013184
	Iteration 39Q: 3 clusters Score -2690804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2690816.750000 Penalty: 3303.013184
	Iteration 40F: 3 clusters Score -2690817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2690827.250000 Penalty: 3303.013184
	Iteration 41Q: 3 clusters Score -2690827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2690832.750000 Penalty: 3303.013184
	Iteration 42Q: 3 clusters Score -2690833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2690829.750000 Penalty: 3303.013184
	Iteration 43Q: 3 clusters Score -2690830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2690834.000000 Penalty: 3303.013184
	Iteration 44Q: 3 clusters Score -2690834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2690838.500000 Penalty: 3303.013184
	Iteration 45Q: 3 clusters Score -2690838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2690839.250000 Penalty: 3303.013184
	Iteration 46Q: 3 clusters Score -2690839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2690838.750000 Penalty: 3303.013184
	Iteration 47Q: 3 clusters Score -2690839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2690841.750000 Penalty: 3303.013184
	Iteration 48Q: 3 clusters Score -2690842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2690843.250000 Penalty: 3303.013184
	Iteration 49Q: 3 clusters Score -2690843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2690845.000000 Penalty: 3303.013184
	Iteration 50Q: 3 clusters Score -2690845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2690843.500000 Penalty: 3303.013184
	Iteration 51Q: 3 clusters Score -2690844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2690845.250000 Penalty: 3303.013184
	Iteration 52Q: 3 clusters Score -2690845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2690848.250000 Penalty: 3303.013184
	Iteration 53Q: 3 clusters Score -2690848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2690851.500000 Penalty: 3303.013184
	Iteration 54Q: 3 clusters Score -2690852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2690849.750000 Penalty: 3303.013184
	Iteration 55Q: 3 clusters Score -2690850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2690850.250000 Penalty: 3303.013184
	Iteration 56Q: 3 clusters Score -2690850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2690855.000000 Penalty: 3303.013184
	Iteration 57Q: 3 clusters Score -2690855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2690853.000000 Penalty: 3303.013184
	Iteration 58Q: 3 clusters Score -2690853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2690854.000000 Penalty: 3303.013184
	Iteration 59Q: 3 clusters Score -2690854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2690854.000000 Penalty: 3303.013184
	Iteration 60F: 3 clusters Score -2690854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Entering Unmasked Estep 
Score: -1028589.625000 Penalty: 1498.618774
	Iteration 0F: 2 clusters Score -1028590 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 5048 members 
Entering Unmasked Estep 
Score: -1021359.625000 Penalty: 2997.237549
	Iteration 0F: 3 clusters Score -1021360 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1023692.500000 Penalty: 2997.237549
	Iteration 1F: 3 clusters Score -1023692 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1023941.437500 Penalty: 2997.237549
	Iteration 2F: 3 clusters Score -1023941 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1024145.437500 Penalty: 2997.237549
	Iteration 3F: 3 clusters Score -1024145 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1024333.875000 Penalty: 2997.237549
	Iteration 4Q: 3 clusters Score -1024334 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1024527.312500 Penalty: 2997.237549
	Iteration 5Q: 3 clusters Score -1024527 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1024749.375000 Penalty: 2997.237549
	Iteration 6Q: 3 clusters Score -1024749 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1025032.625000 Penalty: 2997.237549
	Iteration 7Q: 3 clusters Score -1025033 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1025376.187500 Penalty: 2997.237549
	Iteration 8F: 3 clusters Score -1025376 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1025737.875000 Penalty: 2997.237549
	Iteration 9F: 3 clusters Score -1025738 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1026090.250000 Penalty: 2997.237549
	Iteration 10F: 3 clusters Score -1026090 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1026409.750000 Penalty: 2997.237549
	Iteration 11Q: 3 clusters Score -1026410 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1026723.750000 Penalty: 2997.237549
	Iteration 12Q: 3 clusters Score -1026724 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1026983.875000 Penalty: 2997.237549
	Iteration 13Q: 3 clusters Score -1026984 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1027217.937500 Penalty: 2997.237549
	Iteration 14Q: 3 clusters Score -1027218 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1027422.687500 Penalty: 2997.237549
	Iteration 15Q: 3 clusters Score -1027423 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1027611.750000 Penalty: 2997.237549
	Iteration 16Q: 3 clusters Score -1027612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1027753.625000 Penalty: 2997.237549
	Iteration 17Q: 3 clusters Score -1027754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1027826.812500 Penalty: 2997.237549
	Iteration 18Q: 3 clusters Score -1027827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1027886.187500 Penalty: 2997.237549
	Iteration 19Q: 3 clusters Score -1027886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1027912.562500 Penalty: 2997.237549
	Iteration 20F: 3 clusters Score -1027913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1027923.687500 Penalty: 2997.237549
	Iteration 21Q: 3 clusters Score -1027924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1027932.812500 Penalty: 2997.237549
	Iteration 22Q: 3 clusters Score -1027933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1027938.000000 Penalty: 2997.237549
	Iteration 23Q: 3 clusters Score -1027938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1027940.437500 Penalty: 2997.237549
	Iteration 24Q: 3 clusters Score -1027940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1027943.812500 Penalty: 2997.237549
	Iteration 25Q: 3 clusters Score -1027944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1027945.625000 Penalty: 2997.237549
	Iteration 26Q: 3 clusters Score -1027946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1027947.937500 Penalty: 2997.237549
	Iteration 27Q: 3 clusters Score -1027948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1027949.812500 Penalty: 2997.237549
	Iteration 28Q: 3 clusters Score -1027950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1027952.375000 Penalty: 2997.237549
	Iteration 29Q: 3 clusters Score -1027952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1027951.937500 Penalty: 2997.237549
	Iteration 30Q: 3 clusters Score -1027952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1027952.625000 Penalty: 2997.237549
	Iteration 31Q: 3 clusters Score -1027953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1027953.562500 Penalty: 2997.237549
	Iteration 32Q: 3 clusters Score -1027954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1027952.500000 Penalty: 2997.237549
	Iteration 33Q: 3 clusters Score -1027952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1027952.500000 Penalty: 2997.237549
	Iteration 34F: 3 clusters Score -1027952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -236965.859375 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -236965.9 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 1161 members 
Entering Unmasked Estep 
Score: -234666.156250 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -234666.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -235185.234375 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -235185.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -235296.156250 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -235296.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -235340.406250 Penalty: 2526.281494
	Iteration 3Q: 3 clusters Score -235340.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -235362.953125 Penalty: 2526.281494
	Iteration 4Q: 3 clusters Score -235363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -235384.312500 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -235384.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -235411.156250 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -235411.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235429.578125 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -235429.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -235442.906250 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -235442.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -235453.546875 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -235453.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -235465.796875 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -235465.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -235478.453125 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -235478.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -235483.390625 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -235483.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -235489.265625 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -235489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -235493.453125 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -235493.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -235497.968750 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -235498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235501.359375 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -235501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -235504.312500 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -235504.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -235507.734375 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -235507.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -235509.937500 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -235509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -235512.500000 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -235512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -235514.953125 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -235515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -235516.812500 Penalty: 2526.281494
	Iteration 22Q: 3 clusters Score -235516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -235520.093750 Penalty: 2526.281494
	Iteration 23Q: 3 clusters Score -235520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -235522.781250 Penalty: 2526.281494
	Iteration 24Q: 3 clusters Score -235522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -235524.343750 Penalty: 2526.281494
	Iteration 25Q: 3 clusters Score -235524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -235527.359375 Penalty: 2526.281494
	Iteration 26Q: 3 clusters Score -235527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -235530.312500 Penalty: 2526.281494
	Iteration 27Q: 3 clusters Score -235530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -235533.296875 Penalty: 2526.281494
	Iteration 28Q: 3 clusters Score -235533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -235535.703125 Penalty: 2526.281494
	Iteration 29Q: 3 clusters Score -235535.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -235537.437500 Penalty: 2526.281494
	Iteration 30Q: 3 clusters Score -235537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -235539.359375 Penalty: 2526.281494
	Iteration 31Q: 3 clusters Score -235539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -235541.906250 Penalty: 2526.281494
	Iteration 32Q: 3 clusters Score -235541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235543.875000 Penalty: 2526.281494
	Iteration 33Q: 3 clusters Score -235543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235545.890625 Penalty: 2526.281494
	Iteration 34Q: 3 clusters Score -235545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235546.578125 Penalty: 2526.281494
	Iteration 35Q: 3 clusters Score -235546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -235551.250000 Penalty: 2526.281494
	Iteration 36Q: 3 clusters Score -235551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -235558.000000 Penalty: 2526.281494
	Iteration 37Q: 3 clusters Score -235558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -235568.531250 Penalty: 2526.281494
	Iteration 38Q: 3 clusters Score -235568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -235575.750000 Penalty: 2526.281494
	Iteration 39Q: 3 clusters Score -235575.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -235583.187500 Penalty: 2526.281494
	Iteration 40F: 3 clusters Score -235583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235592.062500 Penalty: 2526.281494
	Iteration 41Q: 3 clusters Score -235592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -235597.968750 Penalty: 2526.281494
	Iteration 42Q: 3 clusters Score -235598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -235603.890625 Penalty: 2526.281494
	Iteration 43Q: 3 clusters Score -235603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -235608.859375 Penalty: 2526.281494
	Iteration 44Q: 3 clusters Score -235608.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -235612.734375 Penalty: 2526.281494
	Iteration 45Q: 3 clusters Score -235612.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -235618.000000 Penalty: 2526.281494
	Iteration 46Q: 3 clusters Score -235618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -235621.921875 Penalty: 2526.281494
	Iteration 47Q: 3 clusters Score -235621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -235623.765625 Penalty: 2526.281494
	Iteration 48Q: 3 clusters Score -235623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -235626.406250 Penalty: 2526.281494
	Iteration 49Q: 3 clusters Score -235626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -235627.703125 Penalty: 2526.281494
	Iteration 50Q: 3 clusters Score -235627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235629.140625 Penalty: 2526.281494
	Iteration 51Q: 3 clusters Score -235629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -235631.281250 Penalty: 2526.281494
	Iteration 52Q: 3 clusters Score -235631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -235632.109375 Penalty: 2526.281494
	Iteration 53Q: 3 clusters Score -235632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -235632.765625 Penalty: 2526.281494
	Iteration 54Q: 3 clusters Score -235632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -235634.750000 Penalty: 2526.281494
	Iteration 55Q: 3 clusters Score -235634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -235636.156250 Penalty: 2526.281494
	Iteration 56Q: 3 clusters Score -235636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -235639.500000 Penalty: 2526.281494
	Iteration 57Q: 3 clusters Score -235639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -235642.656250 Penalty: 2526.281494
	Iteration 58Q: 3 clusters Score -235642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -235648.671875 Penalty: 2526.281494
	Iteration 59Q: 3 clusters Score -235648.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -235654.328125 Penalty: 2526.281494
	Iteration 60F: 3 clusters Score -235654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -235657.343750 Penalty: 2526.281494
	Iteration 61Q: 3 clusters Score -235657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -235659.984375 Penalty: 2526.281494
	Iteration 62Q: 3 clusters Score -235660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -235663.250000 Penalty: 2526.281494
	Iteration 63Q: 3 clusters Score -235663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -235665.562500 Penalty: 2526.281494
	Iteration 64Q: 3 clusters Score -235665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -235667.734375 Penalty: 2526.281494
	Iteration 65Q: 3 clusters Score -235667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -235669.359375 Penalty: 2526.281494
	Iteration 66Q: 3 clusters Score -235669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -235670.484375 Penalty: 2526.281494
	Iteration 67Q: 3 clusters Score -235670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -235672.281250 Penalty: 2526.281494
	Iteration 68Q: 3 clusters Score -235672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235674.312500 Penalty: 2526.281494
	Iteration 69Q: 3 clusters Score -235674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -235675.421875 Penalty: 2526.281494
	Iteration 70Q: 3 clusters Score -235675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -235675.953125 Penalty: 2526.281494
	Iteration 71Q: 3 clusters Score -235676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -235677.609375 Penalty: 2526.281494
	Iteration 72Q: 3 clusters Score -235677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -235677.734375 Penalty: 2526.281494
	Iteration 73Q: 3 clusters Score -235677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -235677.734375 Penalty: 2526.281494
	Iteration 74F: 3 clusters Score -235677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -219465.109375 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -219465.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217210.203125 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -217210.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -217750.359375 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -217750.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -217947.312500 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -217947.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -218146.078125 Penalty: 2506.979980
	Iteration 3F: 3 clusters Score -218146.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -218360.109375 Penalty: 2506.979980
	Iteration 4F: 3 clusters Score -218360.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218556.187500 Penalty: 2506.979980
	Iteration 5F: 3 clusters Score -218556.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218686.890625 Penalty: 2506.979980
	Iteration 6F: 3 clusters Score -218686.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218778.875000 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -218778.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218833.515625 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -218833.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218876.093750 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -218876.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218897.421875 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -218897.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218915.828125 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -218915.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218928.156250 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -218928.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -218939.078125 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -218939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -218948.984375 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -218949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218954.828125 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -218954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -218957.406250 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -218957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218958.625000 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -218958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218958.625000 Penalty: 2506.979980
	Iteration 18F: 3 clusters Score -218958.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -196109.093750 Penalty: 1251.812134
	Iteration 0F: 2 clusters Score -196109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -193928.453125 Penalty: 2503.624268
	Iteration 0F: 3 clusters Score -193928.5 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -194552.687500 Penalty: 2503.624268
	Iteration 1F: 3 clusters Score -194552.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -194737.796875 Penalty: 2503.624268
	Iteration 2F: 3 clusters Score -194737.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194830.703125 Penalty: 2503.624268
	Iteration 3F: 3 clusters Score -194830.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -194890.109375 Penalty: 2503.624268
	Iteration 4Q: 3 clusters Score -194890.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -194924.671875 Penalty: 2503.624268
	Iteration 5Q: 3 clusters Score -194924.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -194951.375000 Penalty: 2503.624268
	Iteration 6Q: 3 clusters Score -194951.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194971.250000 Penalty: 2503.624268
	Iteration 7Q: 3 clusters Score -194971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194986.156250 Penalty: 2503.624268
	Iteration 8Q: 3 clusters Score -194986.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194999.718750 Penalty: 2503.624268
	Iteration 9Q: 3 clusters Score -194999.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -195020.953125 Penalty: 2503.624268
	Iteration 10Q: 3 clusters Score -195021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -195033.687500 Penalty: 2503.624268
	Iteration 11Q: 3 clusters Score -195033.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -195041.625000 Penalty: 2503.624268
	Iteration 12Q: 3 clusters Score -195041.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -195046.703125 Penalty: 2503.624268
	Iteration 13Q: 3 clusters Score -195046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -195049.031250 Penalty: 2503.624268
	Iteration 14Q: 3 clusters Score -195049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -195049.890625 Penalty: 2503.624268
	Iteration 15Q: 3 clusters Score -195049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -195050.812500 Penalty: 2503.624268
	Iteration 16Q: 3 clusters Score -195050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -195053.187500 Penalty: 2503.624268
	Iteration 17Q: 3 clusters Score -195053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -195054.312500 Penalty: 2503.624268
	Iteration 18Q: 3 clusters Score -195054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -195056.031250 Penalty: 2503.624268
	Iteration 19Q: 3 clusters Score -195056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -195057.937500 Penalty: 2503.624268
	Iteration 20F: 3 clusters Score -195057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -195059.593750 Penalty: 2503.624268
	Iteration 21Q: 3 clusters Score -195059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -195061.406250 Penalty: 2503.624268
	Iteration 22Q: 3 clusters Score -195061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -195063.468750 Penalty: 2503.624268
	Iteration 23Q: 3 clusters Score -195063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -195064.656250 Penalty: 2503.624268
	Iteration 24Q: 3 clusters Score -195064.7 nChanged 6
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: -195066.609375 Penalty: 2503.624268
	Iteration 25Q: 3 clusters Score -195066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195067.859375 Penalty: 2503.624268
	Iteration 26Q: 3 clusters Score -195067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195068.406250 Penalty: 2503.624268
	Iteration 27Q: 3 clusters Score -195068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -195068.671875 Penalty: 2503.624268
	Iteration 28Q: 3 clusters Score -195068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -195068.671875 Penalty: 2503.624268
	Iteration 29F: 3 clusters Score -195068.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (64639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Entering Unmasked Estep 
Score: -6628564.000000 Penalty: 1799.943115
	Iteration 0F: 2 clusters Score -6628564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6585353.000000 Penalty: 3599.886230
	Iteration 0F: 3 clusters Score -6585353 nChanged 30571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -6602732.500000 Penalty: 3599.886230
	Iteration 1F: 3 clusters Score -6602732 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -6603538.500000 Penalty: 3599.886230
	Iteration 2Q: 3 clusters Score -6603538 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -6604514.000000 Penalty: 3599.886230
	Iteration 3Q: 3 clusters Score -6604514 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -6605844.500000 Penalty: 3599.886230
	Iteration 4Q: 3 clusters Score -6605844 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6607702.000000 Penalty: 3599.886230
	Iteration 5F: 3 clusters Score -6607702 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6610036.500000 Penalty: 3599.886230
	Iteration 6F: 3 clusters Score -6610036 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -6612738.500000 Penalty: 3599.886230
	Iteration 7F: 3 clusters Score -6612738 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6614802.500000 Penalty: 3599.886230
	Iteration 8F: 3 clusters Score -6614802 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6615920.500000 Penalty: 3599.886230
	Iteration 9Q: 3 clusters Score -6615920 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6616427.500000 Penalty: 3599.886230
	Iteration 10Q: 3 clusters Score -6616428 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -6616693.000000 Penalty: 3599.886230
	Iteration 11Q: 3 clusters Score -6616693 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -6616916.000000 Penalty: 3599.886230
	Iteration 12Q: 3 clusters Score -6616916 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -6617119.500000 Penalty: 3599.886230
	Iteration 13Q: 3 clusters Score -6617120 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -6617367.000000 Penalty: 3599.886230
	Iteration 14Q: 3 clusters Score -6617367 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -6617603.500000 Penalty: 3599.886230
	Iteration 15Q: 3 clusters Score -6617604 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -6617858.500000 Penalty: 3599.886230
	Iteration 16Q: 3 clusters Score -6617858 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6618157.500000 Penalty: 3599.886230
	Iteration 17Q: 3 clusters Score -6618158 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -6618500.000000 Penalty: 3599.886230
	Iteration 18Q: 3 clusters Score -6618500 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -6618950.000000 Penalty: 3599.886230
	Iteration 19Q: 3 clusters Score -6618950 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -6619428.500000 Penalty: 3599.886230
	Iteration 20F: 3 clusters Score -6619428 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -6619939.500000 Penalty: 3599.886230
	Iteration 21Q: 3 clusters Score -6619940 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -6620511.000000 Penalty: 3599.886230
	Iteration 22Q: 3 clusters Score -6620511 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6621259.000000 Penalty: 3599.886230
	Iteration 23Q: 3 clusters Score -6621259 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -6622038.000000 Penalty: 3599.886230
	Iteration 24Q: 3 clusters Score -6622038 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6622822.000000 Penalty: 3599.886230
	Iteration 25Q: 3 clusters Score -6622822 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -6623613.500000 Penalty: 3599.886230
	Iteration 26Q: 3 clusters Score -6623614 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6624337.000000 Penalty: 3599.886230
	Iteration 27Q: 3 clusters Score -6624337 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6625052.500000 Penalty: 3599.886230
	Iteration 28Q: 3 clusters Score -6625052 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6625670.000000 Penalty: 3599.886230
	Iteration 29Q: 3 clusters Score -6625670 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6626143.500000 Penalty: 3599.886230
	Iteration 30Q: 3 clusters Score -6626144 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6626477.000000 Penalty: 3599.886230
	Iteration 31Q: 3 clusters Score -6626477 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6626720.500000 Penalty: 3599.886230
	Iteration 32Q: 3 clusters Score -6626720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6626886.000000 Penalty: 3599.886230
	Iteration 33Q: 3 clusters Score -6626886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6626979.500000 Penalty: 3599.886230
	Iteration 34Q: 3 clusters Score -6626980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6627031.500000 Penalty: 3599.886230
	Iteration 35Q: 3 clusters Score -6627032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6627070.500000 Penalty: 3599.886230
	Iteration 36Q: 3 clusters Score -6627070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6627076.500000 Penalty: 3599.886230
	Iteration 37Q: 3 clusters Score -6627076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6627087.000000 Penalty: 3599.886230
	Iteration 38Q: 3 clusters Score -6627087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6627092.000000 Penalty: 3599.886230
	Iteration 39Q: 3 clusters Score -6627092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6627095.500000 Penalty: 3599.886230
	Iteration 40F: 3 clusters Score -6627096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6627097.000000 Penalty: 3599.886230
	Iteration 41Q: 3 clusters Score -6627097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6627095.000000 Penalty: 3599.886230
	Iteration 42Q: 3 clusters Score -6627095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6627098.500000 Penalty: 3599.886230
	Iteration 43Q: 3 clusters Score -6627098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6627100.500000 Penalty: 3599.886230
	Iteration 44Q: 3 clusters Score -6627100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6627100.500000 Penalty: 3599.886230
	Iteration 45F: 3 clusters Score -6627100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Entering Unmasked Estep 
Score: -1990376.750000 Penalty: 1607.132812
	Iteration 0F: 2 clusters Score -1990377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1976913.375000 Penalty: 3214.265625
	Iteration 0F: 3 clusters Score -1976913 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1981809.625000 Penalty: 3214.265625
	Iteration 1F: 3 clusters Score -1981810 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1982277.750000 Penalty: 3214.265625
	Iteration 2F: 3 clusters Score -1982278 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1982763.125000 Penalty: 3214.265625
	Iteration 3F: 3 clusters Score -1982763 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1983337.375000 Penalty: 3214.265625
	Iteration 4F: 3 clusters Score -1983337 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1983955.875000 Penalty: 3214.265625
	Iteration 5F: 3 clusters Score -1983956 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1984696.500000 Penalty: 3214.265625
	Iteration 6F: 3 clusters Score -1984696 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1985511.625000 Penalty: 3214.265625
	Iteration 7F: 3 clusters Score -1985512 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1986198.125000 Penalty: 3214.265625
	Iteration 8F: 3 clusters Score -1986198 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1986693.000000 Penalty: 3214.265625
	Iteration 9Q: 3 clusters Score -1986693 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1987150.125000 Penalty: 3214.265625
	Iteration 10Q: 3 clusters Score -1987150 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1987533.500000 Penalty: 3214.265625
	Iteration 11Q: 3 clusters Score -1987534 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1987830.875000 Penalty: 3214.265625
	Iteration 12Q: 3 clusters Score -1987831 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1988082.375000 Penalty: 3214.265625
	Iteration 13Q: 3 clusters Score -1988082 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1988320.375000 Penalty: 3214.265625
	Iteration 14Q: 3 clusters Score -1988320 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1988524.750000 Penalty: 3214.265625
	Iteration 15Q: 3 clusters Score -1988525 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1988663.500000 Penalty: 3214.265625
	Iteration 16Q: 3 clusters Score -1988664 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1988765.125000 Penalty: 3214.265625
	Iteration 17Q: 3 clusters Score -1988765 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1988834.000000 Penalty: 3214.265625
	Iteration 18Q: 3 clusters Score -1988834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1988893.250000 Penalty: 3214.265625
	Iteration 19Q: 3 clusters Score -1988893 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1988939.875000 Penalty: 3214.265625
	Iteration 20F: 3 clusters Score -1988940 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1988981.875000 Penalty: 3214.265625
	Iteration 21Q: 3 clusters Score -1988982 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1989007.125000 Penalty: 3214.265625
	Iteration 22Q: 3 clusters Score -1989007 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1989039.875000 Penalty: 3214.265625
	Iteration 23Q: 3 clusters Score -1989040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1989054.125000 Penalty: 3214.265625
	Iteration 24Q: 3 clusters Score -1989054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1989070.000000 Penalty: 3214.265625
	Iteration 25Q: 3 clusters Score -1989070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1989078.750000 Penalty: 3214.265625
	Iteration 26Q: 3 clusters Score -1989079 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1989084.500000 Penalty: 3214.265625
	Iteration 27Q: 3 clusters Score -1989084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1989093.875000 Penalty: 3214.265625
	Iteration 28Q: 3 clusters Score -1989094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1989106.500000 Penalty: 3214.265625
	Iteration 29Q: 3 clusters Score -1989106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1989105.375000 Penalty: 3214.265625
	Iteration 30Q: 3 clusters Score -1989105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1989117.625000 Penalty: 3214.265625
	Iteration 31Q: 3 clusters Score -1989118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1989121.000000 Penalty: 3214.265625
	Iteration 32Q: 3 clusters Score -1989121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1989127.375000 Penalty: 3214.265625
	Iteration 33Q: 3 clusters Score -1989127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1989132.375000 Penalty: 3214.265625
	Iteration 34Q: 3 clusters Score -1989132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1989137.875000 Penalty: 3214.265625
	Iteration 35Q: 3 clusters Score -1989138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1989140.250000 Penalty: 3214.265625
	Iteration 36Q: 3 clusters Score -1989140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1989150.000000 Penalty: 3214.265625
	Iteration 37Q: 3 clusters Score -1989150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1989147.125000 Penalty: 3214.265625
	Iteration 38Q: 3 clusters Score -1989147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1989148.000000 Penalty: 3214.265625
	Iteration 39Q: 3 clusters Score -1989148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1989153.000000 Penalty: 3214.265625
	Iteration 40F: 3 clusters Score -1989153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1989166.125000 Penalty: 3214.265625
	Iteration 41Q: 3 clusters Score -1989166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1989168.625000 Penalty: 3214.265625
	Iteration 42Q: 3 clusters Score -1989169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1989173.250000 Penalty: 3214.265625
	Iteration 43Q: 3 clusters Score -1989173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1989171.000000 Penalty: 3214.265625
	Iteration 44Q: 3 clusters Score -1989171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1989172.875000 Penalty: 3214.265625
	Iteration 45Q: 3 clusters Score -1989173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1989181.875000 Penalty: 3214.265625
	Iteration 46Q: 3 clusters Score -1989182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1989187.000000 Penalty: 3214.265625
	Iteration 47Q: 3 clusters Score -1989187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1989186.125000 Penalty: 3214.265625
	Iteration 48Q: 3 clusters Score -1989186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1989192.125000 Penalty: 3214.265625
	Iteration 49Q: 3 clusters Score -1989192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1989195.000000 Penalty: 3214.265625
	Iteration 50Q: 3 clusters Score -1989195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1989208.875000 Penalty: 3214.265625
	Iteration 51Q: 3 clusters Score -1989209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1989212.875000 Penalty: 3214.265625
	Iteration 52Q: 3 clusters Score -1989213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1989213.875000 Penalty: 3214.265625
	Iteration 53Q: 3 clusters Score -1989214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1989229.875000 Penalty: 3214.265625
	Iteration 54Q: 3 clusters Score -1989230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1989241.250000 Penalty: 3214.265625
	Iteration 55Q: 3 clusters Score -1989241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1989248.375000 Penalty: 3214.265625
	Iteration 56Q: 3 clusters Score -1989248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1989276.375000 Penalty: 3214.265625
	Iteration 57Q: 3 clusters Score -1989276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1989289.375000 Penalty: 3214.265625
	Iteration 58Q: 3 clusters Score -1989289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1989302.875000 Penalty: 3214.265625
	Iteration 59Q: 3 clusters Score -1989303 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1989342.875000 Penalty: 3214.265625
	Iteration 60F: 3 clusters Score -1989343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1989393.125000 Penalty: 3214.265625
	Iteration 61Q: 3 clusters Score -1989393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1989454.000000 Penalty: 3214.265625
	Iteration 62Q: 3 clusters Score -1989454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1989508.250000 Penalty: 3214.265625
	Iteration 63Q: 3 clusters Score -1989508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1989563.875000 Penalty: 3214.265625
	Iteration 64Q: 3 clusters Score -1989564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1989593.000000 Penalty: 3214.265625
	Iteration 65Q: 3 clusters Score -1989593 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1989622.000000 Penalty: 3214.265625
	Iteration 66Q: 3 clusters Score -1989622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1989638.500000 Penalty: 3214.265625
	Iteration 67Q: 3 clusters Score -1989638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1989644.000000 Penalty: 3214.265625
	Iteration 68Q: 3 clusters Score -1989644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1989654.750000 Penalty: 3214.265625
	Iteration 69Q: 3 clusters Score -1989655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1989656.500000 Penalty: 3214.265625
	Iteration 70Q: 3 clusters Score -1989656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1989661.875000 Penalty: 3214.265625
	Iteration 71Q: 3 clusters Score -1989662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1989666.250000 Penalty: 3214.265625
	Iteration 72Q: 3 clusters Score -1989666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1989665.375000 Penalty: 3214.265625
	Iteration 73Q: 3 clusters Score -1989665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1989665.625000 Penalty: 3214.265625
	Iteration 74Q: 3 clusters Score -1989666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1989670.125000 Penalty: 3214.265625
	Iteration 75Q: 3 clusters Score -1989670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1989671.250000 Penalty: 3214.265625
	Iteration 76Q: 3 clusters Score -1989671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1989672.750000 Penalty: 3214.265625
	Iteration 77Q: 3 clusters Score -1989673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1989675.375000 Penalty: 3214.265625
	Iteration 78Q: 3 clusters Score -1989675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1989678.875000 Penalty: 3214.265625
	Iteration 79Q: 3 clusters Score -1989679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1989681.625000 Penalty: 3214.265625
	Iteration 80F: 3 clusters Score -1989682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1989683.750000 Penalty: 3214.265625
	Iteration 81Q: 3 clusters Score -1989684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1989680.375000 Penalty: 3214.265625
	Iteration 82Q: 3 clusters Score -1989680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1989678.875000 Penalty: 3214.265625
	Iteration 83Q: 3 clusters Score -1989679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1989679.000000 Penalty: 3214.265625
	Iteration 84Q: 3 clusters Score -1989679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1989682.250000 Penalty: 3214.265625
	Iteration 85Q: 3 clusters Score -1989682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1989683.625000 Penalty: 3214.265625
	Iteration 86Q: 3 clusters Score -1989684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1989685.125000 Penalty: 3214.265625
	Iteration 87Q: 3 clusters Score -1989685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1989684.500000 Penalty: 3214.265625
	Iteration 88Q: 3 clusters Score -1989684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1989684.750000 Penalty: 3214.265625
	Iteration 89Q: 3 clusters Score -1989685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1989684.250000 Penalty: 3214.265625
	Iteration 90Q: 3 clusters Score -1989684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1989683.500000 Penalty: 3214.265625
	Iteration 91Q: 3 clusters Score -1989684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1989683.500000 Penalty: 3214.265625
	Iteration 92F: 3 clusters Score -1989684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -818778.562500 Penalty: 1476.313110
	Iteration 0F: 2 clusters Score -818778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -812428.625000 Penalty: 2952.626221
	Iteration 0F: 3 clusters Score -812428.6 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -814574.250000 Penalty: 2952.626221
	Iteration 1F: 3 clusters Score -814574.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -814847.875000 Penalty: 2952.626221
	Iteration 2F: 3 clusters Score -814847.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -815067.750000 Penalty: 2952.626221
	Iteration 3F: 3 clusters Score -815067.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -815253.812500 Penalty: 2952.626221
	Iteration 4Q: 3 clusters Score -815253.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -815410.750000 Penalty: 2952.626221
	Iteration 5Q: 3 clusters Score -815410.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -815563.500000 Penalty: 2952.626221
	Iteration 6Q: 3 clusters Score -815563.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -815711.000000 Penalty: 2952.626221
	Iteration 7Q: 3 clusters Score -815711 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -815865.687500 Penalty: 2952.626221
	Iteration 8Q: 3 clusters Score -815865.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -816009.812500 Penalty: 2952.626221
	Iteration 9Q: 3 clusters Score -816009.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -816141.937500 Penalty: 2952.626221
	Iteration 10Q: 3 clusters Score -816141.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -816265.062500 Penalty: 2952.626221
	Iteration 11Q: 3 clusters Score -816265.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -816373.187500 Penalty: 2952.626221
	Iteration 12Q: 3 clusters Score -816373.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -816479.875000 Penalty: 2952.626221
	Iteration 13Q: 3 clusters Score -816479.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -816594.000000 Penalty: 2952.626221
	Iteration 14Q: 3 clusters Score -816594 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -816703.750000 Penalty: 2952.626221
	Iteration 15Q: 3 clusters Score -816703.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -816818.125000 Penalty: 2952.626221
	Iteration 16Q: 3 clusters Score -816818.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -816924.500000 Penalty: 2952.626221
	Iteration 17Q: 3 clusters Score -816924.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -817029.125000 Penalty: 2952.626221
	Iteration 18Q: 3 clusters Score -817029.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -817101.375000 Penalty: 2952.626221
	Iteration 19Q: 3 clusters Score -817101.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -817172.062500 Penalty: 2952.626221
	Iteration 20F: 3 clusters Score -817172.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -817230.250000 Penalty: 2952.626221
	Iteration 21Q: 3 clusters Score -817230.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -817279.375000 Penalty: 2952.626221
	Iteration 22Q: 3 clusters Score -817279.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -817317.000000 Penalty: 2952.626221
	Iteration 23Q: 3 clusters Score -817317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -817348.687500 Penalty: 2952.626221
	Iteration 24Q: 3 clusters Score -817348.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -817374.437500 Penalty: 2952.626221
	Iteration 25Q: 3 clusters Score -817374.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -817396.750000 Penalty: 2952.626221
	Iteration 26Q: 3 clusters Score -817396.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -817423.312500 Penalty: 2952.626221
	Iteration 27Q: 3 clusters Score -817423.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -817443.125000 Penalty: 2952.626221
	Iteration 28Q: 3 clusters Score -817443.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -817465.062500 Penalty: 2952.626221
	Iteration 29Q: 3 clusters Score -817465.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -817496.187500 Penalty: 2952.626221
	Iteration 30Q: 3 clusters Score -817496.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -817528.187500 Penalty: 2952.626221
	Iteration 31Q: 3 clusters Score -817528.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -817546.500000 Penalty: 2952.626221
	Iteration 32Q: 3 clusters Score -817546.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -817559.375000 Penalty: 2952.626221
	Iteration 33Q: 3 clusters Score -817559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -817572.687500 Penalty: 2952.626221
	Iteration 34Q: 3 clusters Score -817572.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -817579.875000 Penalty: 2952.626221
	Iteration 35Q: 3 clusters Score -817579.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -817585.812500 Penalty: 2952.626221
	Iteration 36Q: 3 clusters Score -817585.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -817594.250000 Penalty: 2952.626221
	Iteration 37Q: 3 clusters Score -817594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -817597.437500 Penalty: 2952.626221
	Iteration 38Q: 3 clusters Score -817597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -817599.375000 Penalty: 2952.626221
	Iteration 39Q: 3 clusters Score -817599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -817601.312500 Penalty: 2952.626221
	Iteration 40F: 3 clusters Score -817601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -817602.750000 Penalty: 2952.626221
	Iteration 41Q: 3 clusters Score -817602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -817604.187500 Penalty: 2952.626221
	Iteration 42Q: 3 clusters Score -817604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -817608.812500 Penalty: 2952.626221
	Iteration 43Q: 3 clusters Score -817608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -817609.687500 Penalty: 2952.626221
	Iteration 44Q: 3 clusters Score -817609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -817612.625000 Penalty: 2952.626221
	Iteration 45Q: 3 clusters Score -817612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -817613.687500 Penalty: 2952.626221
	Iteration 46Q: 3 clusters Score -817613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -817613.562500 Penalty: 2952.626221
	Iteration 47Q: 3 clusters Score -817613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -817612.812500 Penalty: 2952.626221
	Iteration 48Q: 3 clusters Score -817612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -817613.250000 Penalty: 2952.626221
	Iteration 49Q: 3 clusters Score -817613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -817612.937500 Penalty: 2952.626221
	Iteration 50Q: 3 clusters Score -817612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -817613.187500 Penalty: 2952.626221
	Iteration 51Q: 3 clusters Score -817613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -817613.187500 Penalty: 2952.626221
	Iteration 52F: 3 clusters Score -817613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -323091.718750 Penalty: 1308.601562
	Iteration 0F: 2 clusters Score -323091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -320286.281250 Penalty: 2617.203125
	Iteration 0F: 3 clusters Score -320286.3 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -320904.156250 Penalty: 2617.203125
	Iteration 1F: 3 clusters Score -320904.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -321021.406250 Penalty: 2617.203125
	Iteration 2F: 3 clusters Score -321021.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321121.125000 Penalty: 2617.203125
	Iteration 3F: 3 clusters Score -321121.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321186.593750 Penalty: 2617.203125
	Iteration 4Q: 3 clusters Score -321186.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -321239.312500 Penalty: 2617.203125
	Iteration 5Q: 3 clusters Score -321239.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -321276.375000 Penalty: 2617.203125
	Iteration 6Q: 3 clusters Score -321276.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -321314.437500 Penalty: 2617.203125
	Iteration 7Q: 3 clusters Score -321314.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321341.437500 Penalty: 2617.203125
	Iteration 8Q: 3 clusters Score -321341.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321365.343750 Penalty: 2617.203125
	Iteration 9Q: 3 clusters Score -321365.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -321387.906250 Penalty: 2617.203125
	Iteration 10Q: 3 clusters Score -321387.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -321409.656250 Penalty: 2617.203125
	Iteration 11Q: 3 clusters Score -321409.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -321435.312500 Penalty: 2617.203125
	Iteration 12Q: 3 clusters Score -321435.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -321456.406250 Penalty: 2617.203125
	Iteration 13Q: 3 clusters Score -321456.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -321482.093750 Penalty: 2617.203125
	Iteration 14Q: 3 clusters Score -321482.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -321505.437500 Penalty: 2617.203125
	Iteration 15Q: 3 clusters Score -321505.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -321528.187500 Penalty: 2617.203125
	Iteration 16Q: 3 clusters Score -321528.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -321543.437500 Penalty: 2617.203125
	Iteration 17Q: 3 clusters Score -321543.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -321564.437500 Penalty: 2617.203125
	Iteration 18Q: 3 clusters Score -321564.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -321585.156250 Penalty: 2617.203125
	Iteration 19Q: 3 clusters Score -321585.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -321608.125000 Penalty: 2617.203125
	Iteration 20F: 3 clusters Score -321608.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -321635.281250 Penalty: 2617.203125
	Iteration 21Q: 3 clusters Score -321635.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -321661.687500 Penalty: 2617.203125
	Iteration 22Q: 3 clusters Score -321661.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -321695.906250 Penalty: 2617.203125
	Iteration 23Q: 3 clusters Score -321695.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -321721.593750 Penalty: 2617.203125
	Iteration 24Q: 3 clusters Score -321721.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -321747.593750 Penalty: 2617.203125
	Iteration 25Q: 3 clusters Score -321747.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -321772.062500 Penalty: 2617.203125
	Iteration 26Q: 3 clusters Score -321772.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -321796.218750 Penalty: 2617.203125
	Iteration 27Q: 3 clusters Score -321796.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -321812.593750 Penalty: 2617.203125
	Iteration 28Q: 3 clusters Score -321812.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -321827.062500 Penalty: 2617.203125
	Iteration 29Q: 3 clusters Score -321827.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -321842.343750 Penalty: 2617.203125
	Iteration 30Q: 3 clusters Score -321842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -321848.312500 Penalty: 2617.203125
	Iteration 31Q: 3 clusters Score -321848.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -321853.125000 Penalty: 2617.203125
	Iteration 32Q: 3 clusters Score -321853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -321859.281250 Penalty: 2617.203125
	Iteration 33Q: 3 clusters Score -321859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -321863.406250 Penalty: 2617.203125
	Iteration 34Q: 3 clusters Score -321863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -321870.281250 Penalty: 2617.203125
	Iteration 35Q: 3 clusters Score -321870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -321874.781250 Penalty: 2617.203125
	Iteration 36Q: 3 clusters Score -321874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -321877.437500 Penalty: 2617.203125
	Iteration 37Q: 3 clusters Score -321877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -321882.875000 Penalty: 2617.203125
	Iteration 38Q: 3 clusters Score -321882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -321885.906250 Penalty: 2617.203125
	Iteration 39Q: 3 clusters Score -321885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -321890.062500 Penalty: 2617.203125
	Iteration 40F: 3 clusters Score -321890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -321893.000000 Penalty: 2617.203125
	Iteration 41Q: 3 clusters Score -321893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -321895.312500 Penalty: 2617.203125
	Iteration 42Q: 3 clusters Score -321895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -321898.000000 Penalty: 2617.203125
	Iteration 43Q: 3 clusters Score -321898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -321901.468750 Penalty: 2617.203125
	Iteration 44Q: 3 clusters Score -321901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -321905.593750 Penalty: 2617.203125
	Iteration 45Q: 3 clusters Score -321905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -321906.718750 Penalty: 2617.203125
	Iteration 46Q: 3 clusters Score -321906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -321907.531250 Penalty: 2617.203125
	Iteration 47Q: 3 clusters Score -321907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -321909.625000 Penalty: 2617.203125
	Iteration 48Q: 3 clusters Score -321909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -321910.843750 Penalty: 2617.203125
	Iteration 49Q: 3 clusters Score -321910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -321911.406250 Penalty: 2617.203125
	Iteration 50Q: 3 clusters Score -321911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -321912.718750 Penalty: 2617.203125
	Iteration 51Q: 3 clusters Score -321912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -321913.968750 Penalty: 2617.203125
	Iteration 52Q: 3 clusters Score -321914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -321913.968750 Penalty: 2617.203125
	Iteration 53F: 3 clusters Score -321914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -542141.375000 Penalty: 1394.307739
	Iteration 0F: 2 clusters Score -542141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -537993.500000 Penalty: 2788.615479
	Iteration 0F: 3 clusters Score -537993.5 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -539153.812500 Penalty: 2788.615479
	Iteration 1F: 3 clusters Score -539153.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -539348.437500 Penalty: 2788.615479
	Iteration 2F: 3 clusters Score -539348.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539527.500000 Penalty: 2788.615479
	Iteration 3F: 3 clusters Score -539527.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -539691.062500 Penalty: 2788.615479
	Iteration 4F: 3 clusters Score -539691.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -539855.687500 Penalty: 2788.615479
	Iteration 5Q: 3 clusters Score -539855.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -540011.750000 Penalty: 2788.615479
	Iteration 6Q: 3 clusters Score -540011.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -540143.187500 Penalty: 2788.615479
	Iteration 7Q: 3 clusters Score -540143.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -540279.625000 Penalty: 2788.615479
	Iteration 8Q: 3 clusters Score -540279.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -540404.750000 Penalty: 2788.615479
	Iteration 9Q: 3 clusters Score -540404.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -540527.875000 Penalty: 2788.615479
	Iteration 10Q: 3 clusters Score -540527.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -540659.625000 Penalty: 2788.615479
	Iteration 11Q: 3 clusters Score -540659.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -540755.000000 Penalty: 2788.615479
	Iteration 12Q: 3 clusters Score -540755 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -540826.625000 Penalty: 2788.615479
	Iteration 13Q: 3 clusters Score -540826.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -540903.000000 Penalty: 2788.615479
	Iteration 14Q: 3 clusters Score -540903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -540962.375000 Penalty: 2788.615479
	Iteration 15Q: 3 clusters Score -540962.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -541013.187500 Penalty: 2788.615479
	Iteration 16Q: 3 clusters Score -541013.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -541057.500000 Penalty: 2788.615479
	Iteration 17Q: 3 clusters Score -541057.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -541098.812500 Penalty: 2788.615479
	Iteration 18Q: 3 clusters Score -541098.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -541136.687500 Penalty: 2788.615479
	Iteration 19Q: 3 clusters Score -541136.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -541164.312500 Penalty: 2788.615479
	Iteration 20F: 3 clusters Score -541164.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -541192.812500 Penalty: 2788.615479
	Iteration 21Q: 3 clusters Score -541192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -541207.375000 Penalty: 2788.615479
	Iteration 22Q: 3 clusters Score -541207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -541218.687500 Penalty: 2788.615479
	Iteration 23Q: 3 clusters Score -541218.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -541227.875000 Penalty: 2788.615479
	Iteration 24Q: 3 clusters Score -541227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -541232.875000 Penalty: 2788.615479
	Iteration 25Q: 3 clusters Score -541232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -541238.625000 Penalty: 2788.615479
	Iteration 26Q: 3 clusters Score -541238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -541245.812500 Penalty: 2788.615479
	Iteration 27Q: 3 clusters Score -541245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -541248.750000 Penalty: 2788.615479
	Iteration 28Q: 3 clusters Score -541248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -541253.375000 Penalty: 2788.615479
	Iteration 29Q: 3 clusters Score -541253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -541255.187500 Penalty: 2788.615479
	Iteration 30Q: 3 clusters Score -541255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -541259.062500 Penalty: 2788.615479
	Iteration 31Q: 3 clusters Score -541259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -541262.062500 Penalty: 2788.615479
	Iteration 32Q: 3 clusters Score -541262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -541262.875000 Penalty: 2788.615479
	Iteration 33Q: 3 clusters Score -541262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -541264.937500 Penalty: 2788.615479
	Iteration 34Q: 3 clusters Score -541264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -541265.625000 Penalty: 2788.615479
	Iteration 35Q: 3 clusters Score -541265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -541266.250000 Penalty: 2788.615479
	Iteration 36Q: 3 clusters Score -541266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -541267.687500 Penalty: 2788.615479
	Iteration 37Q: 3 clusters Score -541267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -541269.375000 Penalty: 2788.615479
	Iteration 38Q: 3 clusters Score -541269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -541269.375000 Penalty: 2788.615479
	Iteration 39F: 3 clusters Score -541269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Entering Unmasked Estep 
Score: -832840.125000 Penalty: 1460.520996
	Iteration 0F: 2 clusters Score -832840.1 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 4003 members 
Entering Unmasked Estep 
Score: -826922.437500 Penalty: 2921.041992
	Iteration 0F: 3 clusters Score -826922.4 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -828705.250000 Penalty: 2921.041992
	Iteration 1F: 3 clusters Score -828705.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -828956.375000 Penalty: 2921.041992
	Iteration 2F: 3 clusters Score -828956.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -829150.562500 Penalty: 2921.041992
	Iteration 3F: 3 clusters Score -829150.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -829283.937500 Penalty: 2921.041992
	Iteration 4Q: 3 clusters Score -829283.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -829370.000000 Penalty: 2921.041992
	Iteration 5Q: 3 clusters Score -829370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -829441.000000 Penalty: 2921.041992
	Iteration 6Q: 3 clusters Score -829441 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -829523.687500 Penalty: 2921.041992
	Iteration 7Q: 3 clusters Score -829523.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -829598.375000 Penalty: 2921.041992
	Iteration 8Q: 3 clusters Score -829598.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -829672.500000 Penalty: 2921.041992
	Iteration 9Q: 3 clusters Score -829672.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -829748.312500 Penalty: 2921.041992
	Iteration 10Q: 3 clusters Score -829748.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -829840.312500 Penalty: 2921.041992
	Iteration 11Q: 3 clusters Score -829840.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -829963.625000 Penalty: 2921.041992
	Iteration 12Q: 3 clusters Score -829963.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -830118.250000 Penalty: 2921.041992
	Iteration 13Q: 3 clusters Score -830118.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -830315.625000 Penalty: 2921.041992
	Iteration 14Q: 3 clusters Score -830315.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -830526.187500 Penalty: 2921.041992
	Iteration 15Q: 3 clusters Score -830526.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -830718.687500 Penalty: 2921.041992
	Iteration 16Q: 3 clusters Score -830718.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -830896.375000 Penalty: 2921.041992
	Iteration 17Q: 3 clusters Score -830896.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -831070.000000 Penalty: 2921.041992
	Iteration 18Q: 3 clusters Score -831070 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -831200.812500 Penalty: 2921.041992
	Iteration 19Q: 3 clusters Score -831200.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -831291.437500 Penalty: 2921.041992
	Iteration 20F: 3 clusters Score -831291.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -831355.625000 Penalty: 2921.041992
	Iteration 21Q: 3 clusters Score -831355.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -831408.562500 Penalty: 2921.041992
	Iteration 22Q: 3 clusters Score -831408.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -831443.562500 Penalty: 2921.041992
	Iteration 23Q: 3 clusters Score -831443.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -831471.812500 Penalty: 2921.041992
	Iteration 24Q: 3 clusters Score -831471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -831489.562500 Penalty: 2921.041992
	Iteration 25Q: 3 clusters Score -831489.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -831506.375000 Penalty: 2921.041992
	Iteration 26Q: 3 clusters Score -831506.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -831523.500000 Penalty: 2921.041992
	Iteration 27Q: 3 clusters Score -831523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -831532.500000 Penalty: 2921.041992
	Iteration 28Q: 3 clusters Score -831532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -831539.250000 Penalty: 2921.041992
	Iteration 29Q: 3 clusters Score -831539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -831550.687500 Penalty: 2921.041992
	Iteration 30Q: 3 clusters Score -831550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -831556.562500 Penalty: 2921.041992
	Iteration 31Q: 3 clusters Score -831556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -831562.062500 Penalty: 2921.041992
	Iteration 32Q: 3 clusters Score -831562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -831566.500000 Penalty: 2921.041992
	Iteration 33Q: 3 clusters Score -831566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -831574.687500 Penalty: 2921.041992
	Iteration 34Q: 3 clusters Score -831574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -831577.812500 Penalty: 2921.041992
	Iteration 35Q: 3 clusters Score -831577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -831579.062500 Penalty: 2921.041992
	Iteration 36Q: 3 clusters Score -831579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -831579.250000 Penalty: 2921.041992
	Iteration 37Q: 3 clusters Score -831579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -831579.250000 Penalty: 2921.041992
	Iteration 38F: 3 clusters Score -831579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -353186.781250 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -353186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -350090.281250 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -350090.3 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -350907.781250 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -350907.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -351077.375000 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -351077.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -351193.625000 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -351193.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -351267.437500 Penalty: 2661.594482
	Iteration 4Q: 3 clusters Score -351267.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -351321.125000 Penalty: 2661.594482
	Iteration 5Q: 3 clusters Score -351321.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -351363.781250 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -351363.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -351399.906250 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -351399.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -351437.656250 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -351437.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -351472.687500 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -351472.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351506.656250 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -351506.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -351546.375000 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -351546.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -351583.625000 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -351583.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -351630.968750 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -351631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -351673.968750 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -351674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -351741.500000 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -351741.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -351811.625000 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -351811.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -351866.187500 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -351866.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -351914.031250 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -351914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -351958.500000 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -351958.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -351995.906250 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -351995.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -352032.593750 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -352032.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -352062.093750 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -352062.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -352085.968750 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -352086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -352115.750000 Penalty: 2661.594482
	Iteration 24Q: 3 clusters Score -352115.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -352148.656250 Penalty: 2661.594482
	Iteration 25Q: 3 clusters Score -352148.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -352190.812500 Penalty: 2661.594482
	Iteration 26Q: 3 clusters Score -352190.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -352246.437500 Penalty: 2661.594482
	Iteration 27Q: 3 clusters Score -352246.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -352333.562500 Penalty: 2661.594482
	Iteration 28Q: 3 clusters Score -352333.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -352466.031250 Penalty: 2661.594482
	Iteration 29Q: 3 clusters Score -352466 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -352663.187500 Penalty: 2661.594482
	Iteration 30Q: 3 clusters Score -352663.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -352833.718750 Penalty: 2661.594482
	Iteration 31Q: 3 clusters Score -352833.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -352934.875000 Penalty: 2661.594482
	Iteration 32Q: 3 clusters Score -352934.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -352975.000000 Penalty: 2661.594482
	Iteration 33Q: 3 clusters Score -352975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -352995.312500 Penalty: 2661.594482
	Iteration 34Q: 3 clusters Score -352995.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -353011.062500 Penalty: 2661.594482
	Iteration 35Q: 3 clusters Score -353011.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -353018.187500 Penalty: 2661.594482
	Iteration 36Q: 3 clusters Score -353018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -353024.062500 Penalty: 2661.594482
	Iteration 37Q: 3 clusters Score -353024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -353028.156250 Penalty: 2661.594482
	Iteration 38Q: 3 clusters Score -353028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -353031.500000 Penalty: 2661.594482
	Iteration 39Q: 3 clusters Score -353031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -353032.875000 Penalty: 2661.594482
	Iteration 40F: 3 clusters Score -353032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -417780.125000 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -417780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -414266.312500 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -414266.3 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -415249.875000 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -415249.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -415440.437500 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -415440.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -415564.437500 Penalty: 2711.113037
	Iteration 3F: 3 clusters Score -415564.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -415663.906250 Penalty: 2711.113037
	Iteration 4Q: 3 clusters Score -415663.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -415762.062500 Penalty: 2711.113037
	Iteration 5Q: 3 clusters Score -415762.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -415867.593750 Penalty: 2711.113037
	Iteration 6Q: 3 clusters Score -415867.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -415976.843750 Penalty: 2711.113037
	Iteration 7Q: 3 clusters Score -415976.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -416114.218750 Penalty: 2711.113037
	Iteration 8Q: 3 clusters Score -416114.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -416249.937500 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -416249.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -416352.937500 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -416352.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -416423.250000 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -416423.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -416485.437500 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -416485.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -416541.718750 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -416541.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -416602.437500 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -416602.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -416657.218750 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -416657.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -416701.156250 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -416701.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -416721.968750 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -416722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -416734.125000 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -416734.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -416745.656250 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -416745.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -416755.968750 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -416756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -416769.656250 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -416769.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -416779.531250 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -416779.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -416788.406250 Penalty: 2711.113037
	Iteration 23Q: 3 clusters Score -416788.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -416793.656250 Penalty: 2711.113037
	Iteration 24Q: 3 clusters Score -416793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -416800.437500 Penalty: 2711.113037
	Iteration 25Q: 3 clusters Score -416800.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -416804.031250 Penalty: 2711.113037
	Iteration 26Q: 3 clusters Score -416804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -416806.625000 Penalty: 2711.113037
	Iteration 27Q: 3 clusters Score -416806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -416806.906250 Penalty: 2711.113037
	Iteration 28Q: 3 clusters Score -416806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -416808.875000 Penalty: 2711.113037
	Iteration 29Q: 3 clusters Score -416808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -416810.093750 Penalty: 2711.113037
	Iteration 30Q: 3 clusters Score -416810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -416811.593750 Penalty: 2711.113037
	Iteration 31Q: 3 clusters Score -416811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -416812.593750 Penalty: 2711.113037
	Iteration 32Q: 3 clusters Score -416812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -416815.687500 Penalty: 2711.113037
	Iteration 33Q: 3 clusters Score -416815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -416816.187500 Penalty: 2711.113037
	Iteration 34Q: 3 clusters Score -416816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -416818.156250 Penalty: 2711.113037
	Iteration 35Q: 3 clusters Score -416818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -416819.343750 Penalty: 2711.113037
	Iteration 36Q: 3 clusters Score -416819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -416820.250000 Penalty: 2711.113037
	Iteration 37Q: 3 clusters Score -416820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -416822.625000 Penalty: 2711.113037
	Iteration 38Q: 3 clusters Score -416822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -416824.593750 Penalty: 2711.113037
	Iteration 39Q: 3 clusters Score -416824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -416826.875000 Penalty: 2711.113037
	Iteration 40F: 3 clusters Score -416826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -416828.906250 Penalty: 2711.113037
	Iteration 41Q: 3 clusters Score -416828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -416830.000000 Penalty: 2711.113037
	Iteration 42Q: 3 clusters Score -416830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -416831.062500 Penalty: 2711.113037
	Iteration 43Q: 3 clusters Score -416831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -416831.812500 Penalty: 2711.113037
	Iteration 44Q: 3 clusters Score -416831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -416831.750000 Penalty: 2711.113037
	Iteration 45Q: 3 clusters Score -416831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -416832.000000 Penalty: 2711.113037
	Iteration 46Q: 3 clusters Score -416832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -416832.593750 Penalty: 2711.113037
	Iteration 47Q: 3 clusters Score -416832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -416835.062500 Penalty: 2711.113037
	Iteration 48Q: 3 clusters Score -416835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -416838.125000 Penalty: 2711.113037
	Iteration 49Q: 3 clusters Score -416838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -416840.031250 Penalty: 2711.113037
	Iteration 50Q: 3 clusters Score -416840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -416842.500000 Penalty: 2711.113037
	Iteration 51Q: 3 clusters Score -416842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -416844.125000 Penalty: 2711.113037
	Iteration 52Q: 3 clusters Score -416844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -416844.656250 Penalty: 2711.113037
	Iteration 53Q: 3 clusters Score -416844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -416844.656250 Penalty: 2711.113037
	Iteration 54F: 3 clusters Score -416844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -206161.687500 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -206161.7 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 1026 members 
Entering Unmasked Estep 
Score: -204049.562500 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -204049.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -204475.875000 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -204475.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -204565.312500 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -204565.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204627.718750 Penalty: 2478.159912
	Iteration 3Q: 3 clusters Score -204627.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -204678.656250 Penalty: 2478.159912
	Iteration 4Q: 3 clusters Score -204678.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -204714.062500 Penalty: 2478.159912
	Iteration 5Q: 3 clusters Score -204714.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -204737.250000 Penalty: 2478.159912
	Iteration 6Q: 3 clusters Score -204737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -204754.734375 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -204754.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -204762.984375 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -204763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -204769.734375 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -204769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -204772.734375 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -204772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -204775.703125 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -204775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -204778.953125 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -204779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -204780.828125 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -204780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -204783.406250 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -204783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -204787.421875 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -204787.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -204788.703125 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -204788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -204789.421875 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -204789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -204790.437500 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -204790.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -204791.781250 Penalty: 2478.159912
	Iteration 19Q: 3 clusters Score -204791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -204792.656250 Penalty: 2478.159912
	Iteration 20F: 3 clusters Score -204792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -204794.375000 Penalty: 2478.159912
	Iteration 21Q: 3 clusters Score -204794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -204796.000000 Penalty: 2478.159912
	Iteration 22Q: 3 clusters Score -204796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204796.234375 Penalty: 2478.159912
	Iteration 23Q: 3 clusters Score -204796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204796.234375 Penalty: 2478.159912
	Iteration 24F: 3 clusters Score -204796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -175985.671875 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -175985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174033.062500 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -174033.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174405.234375 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -174405.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -174501.687500 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -174501.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174552.546875 Penalty: 2431.688721
	Iteration 3Q: 3 clusters Score -174552.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -174590.328125 Penalty: 2431.688721
	Iteration 4Q: 3 clusters Score -174590.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174621.484375 Penalty: 2431.688721
	Iteration 5Q: 3 clusters Score -174621.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -174633.921875 Penalty: 2431.688721
	Iteration 6Q: 3 clusters Score -174633.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174650.109375 Penalty: 2431.688721
	Iteration 7Q: 3 clusters Score -174650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174665.453125 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -174665.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174681.375000 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -174681.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -174695.875000 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -174695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174707.781250 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -174707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174716.046875 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -174716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174725.453125 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -174725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -174731.609375 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -174731.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174739.109375 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -174739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174744.265625 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -174744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -174748.625000 Penalty: 2431.688721
	Iteration 17Q: 3 clusters Score -174748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -174751.265625 Penalty: 2431.688721
	Iteration 18Q: 3 clusters Score -174751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -174752.562500 Penalty: 2431.688721
	Iteration 19Q: 3 clusters Score -174752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -174753.171875 Penalty: 2431.688721
	Iteration 20F: 3 clusters Score -174753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -191149.796875 Penalty: 1234.495361
	Iteration 0F: 2 clusters Score -191149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -189071.265625 Penalty: 2468.990723
	Iteration 0F: 3 clusters Score -189071.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -189525.468750 Penalty: 2468.990723
	Iteration 1F: 3 clusters Score -189525.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -189651.250000 Penalty: 2468.990723
	Iteration 2F: 3 clusters Score -189651.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189739.921875 Penalty: 2468.990723
	Iteration 3F: 3 clusters Score -189739.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -189821.796875 Penalty: 2468.990723
	Iteration 4Q: 3 clusters Score -189821.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -189902.953125 Penalty: 2468.990723
	Iteration 5Q: 3 clusters Score -189903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -189978.265625 Penalty: 2468.990723
	Iteration 6Q: 3 clusters Score -189978.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190066.437500 Penalty: 2468.990723
	Iteration 7Q: 3 clusters Score -190066.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -190169.265625 Penalty: 2468.990723
	Iteration 8Q: 3 clusters Score -190169.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190296.140625 Penalty: 2468.990723
	Iteration 9Q: 3 clusters Score -190296.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190408.140625 Penalty: 2468.990723
	Iteration 10Q: 3 clusters Score -190408.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190508.234375 Penalty: 2468.990723
	Iteration 11Q: 3 clusters Score -190508.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -190602.046875 Penalty: 2468.990723
	Iteration 12Q: 3 clusters Score -190602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190683.687500 Penalty: 2468.990723
	Iteration 13Q: 3 clusters Score -190683.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190733.921875 Penalty: 2468.990723
	Iteration 14Q: 3 clusters Score -190733.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -190778.484375 Penalty: 2468.990723
	Iteration 15Q: 3 clusters Score -190778.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -190810.265625 Penalty: 2468.990723
	Iteration 16Q: 3 clusters Score -190810.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -190832.296875 Penalty: 2468.990723
	Iteration 17Q: 3 clusters Score -190832.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -190851.609375 Penalty: 2468.990723
	Iteration 18Q: 3 clusters Score -190851.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -190870.125000 Penalty: 2468.990723
	Iteration 19Q: 3 clusters Score -190870.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -190891.453125 Penalty: 2468.990723
	Iteration 20F: 3 clusters Score -190891.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -190906.546875 Penalty: 2468.990723
	Iteration 21Q: 3 clusters Score -190906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190912.765625 Penalty: 2468.990723
	Iteration 22Q: 3 clusters Score -190912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190917.156250 Penalty: 2468.990723
	Iteration 23Q: 3 clusters Score -190917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -190920.250000 Penalty: 2468.990723
	Iteration 24Q: 3 clusters Score -190920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -190923.531250 Penalty: 2468.990723
	Iteration 25Q: 3 clusters Score -190923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -190928.203125 Penalty: 2468.990723
	Iteration 26Q: 3 clusters Score -190928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -190932.031250 Penalty: 2468.990723
	Iteration 27Q: 3 clusters Score -190932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -190934.000000 Penalty: 2468.990723
	Iteration 28Q: 3 clusters Score -190934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -190934.656250 Penalty: 2468.990723
	Iteration 29Q: 3 clusters Score -190934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190937.093750 Penalty: 2468.990723
	Iteration 30Q: 3 clusters Score -190937.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190937.093750 Penalty: 2468.990723
	Iteration 31F: 3 clusters Score -190937.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -26259.273438 Penalty: 941.859375
	Iteration 0F: 2 clusters Score -26259.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25365.109375 Penalty: 1883.718750
	Iteration 0F: 3 clusters Score -25365.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25570.410156 Penalty: 1883.718750
	Iteration 1F: 3 clusters Score -25570.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25682.003906 Penalty: 1883.718750
	Iteration 2F: 3 clusters Score -25682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25760.250000 Penalty: 1883.718750
	Iteration 3Q: 3 clusters Score -25760.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25839.136719 Penalty: 1883.718750
	Iteration 4Q: 3 clusters Score -25839.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25883.287109 Penalty: 1883.718750
	Iteration 5Q: 3 clusters Score -25883.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25911.582031 Penalty: 1883.718750
	Iteration 6Q: 3 clusters Score -25911.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25961.152344 Penalty: 1883.718750
	Iteration 7Q: 3 clusters Score -25961.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25996.058594 Penalty: 1883.718750
	Iteration 8Q: 3 clusters Score -25996.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26004.021484 Penalty: 1883.718750
	Iteration 9Q: 3 clusters Score -26004.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26014.527344 Penalty: 1883.718750
	Iteration 10Q: 3 clusters Score -26014.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26022.675781 Penalty: 1883.718750
	Iteration 11Q: 3 clusters Score -26022.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26027.910156 Penalty: 1883.718750
	Iteration 12Q: 3 clusters Score -26027.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26031.160156 Penalty: 1883.718750
	Iteration 13F: 3 clusters Score -26031.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26042.873047 Penalty: 1883.718750
	Iteration 14Q: 3 clusters Score -26042.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26047.312500 Penalty: 1883.718750
	Iteration 15Q: 3 clusters Score -26047.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26064.619141 Penalty: 1883.718750
	Iteration 16Q: 3 clusters Score -26064.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26064.619141 Penalty: 1883.718750
	Iteration 17F: 3 clusters Score -26064.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Entering Unmasked Estep 
Score: -2845964.000000 Penalty: 1664.213867
	Iteration 0F: 2 clusters Score -2845964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2827055.750000 Penalty: 3328.427734
	Iteration 0F: 3 clusters Score -2827056 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2833998.250000 Penalty: 3328.427734
	Iteration 1F: 3 clusters Score -2833998 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2834341.000000 Penalty: 3328.427734
	Iteration 2Q: 3 clusters Score -2834341 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2834758.500000 Penalty: 3328.427734
	Iteration 3Q: 3 clusters Score -2834758 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2835294.500000 Penalty: 3328.427734
	Iteration 4Q: 3 clusters Score -2835294 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2836097.000000 Penalty: 3328.427734
	Iteration 5F: 3 clusters Score -2836097 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2837225.500000 Penalty: 3328.427734
	Iteration 6F: 3 clusters Score -2837226 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2838679.000000 Penalty: 3328.427734
	Iteration 7F: 3 clusters Score -2838679 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2840252.750000 Penalty: 3328.427734
	Iteration 8F: 3 clusters Score -2840253 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2841745.750000 Penalty: 3328.427734
	Iteration 9F: 3 clusters Score -2841746 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2842892.250000 Penalty: 3328.427734
	Iteration 10Q: 3 clusters Score -2842892 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2843623.250000 Penalty: 3328.427734
	Iteration 11Q: 3 clusters Score -2843623 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2844012.000000 Penalty: 3328.427734
	Iteration 12Q: 3 clusters Score -2844012 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -2844240.000000 Penalty: 3328.427734
	Iteration 13Q: 3 clusters Score -2844240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -2844355.250000 Penalty: 3328.427734
	Iteration 14Q: 3 clusters Score -2844355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2844408.000000 Penalty: 3328.427734
	Iteration 15Q: 3 clusters Score -2844408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2844439.250000 Penalty: 3328.427734
	Iteration 16Q: 3 clusters Score -2844439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2844470.750000 Penalty: 3328.427734
	Iteration 17Q: 3 clusters Score -2844471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2844494.250000 Penalty: 3328.427734
	Iteration 18Q: 3 clusters Score -2844494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -2844510.500000 Penalty: 3328.427734
	Iteration 19Q: 3 clusters Score -2844510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -2844515.000000 Penalty: 3328.427734
	Iteration 20F: 3 clusters Score -2844515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -2844518.500000 Penalty: 3328.427734
	Iteration 21Q: 3 clusters Score -2844518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2844522.750000 Penalty: 3328.427734
	Iteration 22Q: 3 clusters Score -2844523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -2844527.250000 Penalty: 3328.427734
	Iteration 23Q: 3 clusters Score -2844527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -2844529.250000 Penalty: 3328.427734
	Iteration 24Q: 3 clusters Score -2844529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2844527.500000 Penalty: 3328.427734
	Iteration 25Q: 3 clusters Score -2844528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2844527.500000 Penalty: 3328.427734
	Iteration 26F: 3 clusters Score -2844528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -1154035.875000 Penalty: 1516.468750
	Iteration 0F: 2 clusters Score -1154036 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 5659 members 
Entering Unmasked Estep 
Score: -1145999.500000 Penalty: 3032.937500
	Iteration 0F: 3 clusters Score -1146000 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1148774.625000 Penalty: 3032.937500
	Iteration 1F: 3 clusters Score -1148775 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1149143.375000 Penalty: 3032.937500
	Iteration 2F: 3 clusters Score -1149143 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1149447.875000 Penalty: 3032.937500
	Iteration 3F: 3 clusters Score -1149448 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1149661.750000 Penalty: 3032.937500
	Iteration 4Q: 3 clusters Score -1149662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1149816.375000 Penalty: 3032.937500
	Iteration 5Q: 3 clusters Score -1149816 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1149935.375000 Penalty: 3032.937500
	Iteration 6Q: 3 clusters Score -1149935 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1150032.875000 Penalty: 3032.937500
	Iteration 7Q: 3 clusters Score -1150033 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1150119.125000 Penalty: 3032.937500
	Iteration 8Q: 3 clusters Score -1150119 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1150200.500000 Penalty: 3032.937500
	Iteration 9Q: 3 clusters Score -1150200 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1150309.250000 Penalty: 3032.937500
	Iteration 10Q: 3 clusters Score -1150309 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1150439.125000 Penalty: 3032.937500
	Iteration 11Q: 3 clusters Score -1150439 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1150605.500000 Penalty: 3032.937500
	Iteration 12Q: 3 clusters Score -1150606 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1150783.500000 Penalty: 3032.937500
	Iteration 13Q: 3 clusters Score -1150784 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1151014.000000 Penalty: 3032.937500
	Iteration 14Q: 3 clusters Score -1151014 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1151261.000000 Penalty: 3032.937500
	Iteration 15Q: 3 clusters Score -1151261 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1151582.625000 Penalty: 3032.937500
	Iteration 16Q: 3 clusters Score -1151583 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1151923.625000 Penalty: 3032.937500
	Iteration 17Q: 3 clusters Score -1151924 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1152211.125000 Penalty: 3032.937500
	Iteration 18Q: 3 clusters Score -1152211 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1152444.125000 Penalty: 3032.937500
	Iteration 19Q: 3 clusters Score -1152444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1152586.375000 Penalty: 3032.937500
	Iteration 20F: 3 clusters Score -1152586 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1152682.625000 Penalty: 3032.937500
	Iteration 21Q: 3 clusters Score -1152683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1152751.500000 Penalty: 3032.937500
	Iteration 22Q: 3 clusters Score -1152752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1152792.375000 Penalty: 3032.937500
	Iteration 23Q: 3 clusters Score -1152792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1152815.625000 Penalty: 3032.937500
	Iteration 24Q: 3 clusters Score -1152816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1152834.250000 Penalty: 3032.937500
	Iteration 25Q: 3 clusters Score -1152834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1152846.500000 Penalty: 3032.937500
	Iteration 26Q: 3 clusters Score -1152846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1152859.000000 Penalty: 3032.937500
	Iteration 27Q: 3 clusters Score -1152859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1152865.625000 Penalty: 3032.937500
	Iteration 28Q: 3 clusters Score -1152866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1152869.375000 Penalty: 3032.937500
	Iteration 29Q: 3 clusters Score -1152869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1152871.625000 Penalty: 3032.937500
	Iteration 30Q: 3 clusters Score -1152872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1152873.375000 Penalty: 3032.937500
	Iteration 31Q: 3 clusters Score -1152873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1152873.625000 Penalty: 3032.937500
	Iteration 32Q: 3 clusters Score -1152874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1152875.000000 Penalty: 3032.937500
	Iteration 33Q: 3 clusters Score -1152875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1152874.375000 Penalty: 3032.937500
	Iteration 34Q: 3 clusters Score -1152874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1152875.000000 Penalty: 3032.937500
	Iteration 35Q: 3 clusters Score -1152875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1152876.250000 Penalty: 3032.937500
	Iteration 36Q: 3 clusters Score -1152876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1152875.875000 Penalty: 3032.937500
	Iteration 37Q: 3 clusters Score -1152876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1152874.125000 Penalty: 3032.937500
	Iteration 38Q: 3 clusters Score -1152874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1152878.500000 Penalty: 3032.937500
	Iteration 39Q: 3 clusters Score -1152878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1152881.375000 Penalty: 3032.937500
	Iteration 40F: 3 clusters Score -1152881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1152881.125000 Penalty: 3032.937500
	Iteration 41Q: 3 clusters Score -1152881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1152880.875000 Penalty: 3032.937500
	Iteration 42Q: 3 clusters Score -1152881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1152880.875000 Penalty: 3032.937500
	Iteration 43F: 3 clusters Score -1152881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -378946.312500 Penalty: 1346.313843
	Iteration 0F: 2 clusters Score -378946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -375629.593750 Penalty: 2692.627686
	Iteration 0F: 3 clusters Score -375629.6 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -376646.843750 Penalty: 2692.627686
	Iteration 1F: 3 clusters Score -376646.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -376903.218750 Penalty: 2692.627686
	Iteration 2F: 3 clusters Score -376903.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -377109.125000 Penalty: 2692.627686
	Iteration 3F: 3 clusters Score -377109.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -377290.093750 Penalty: 2692.627686
	Iteration 4F: 3 clusters Score -377290.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -377455.875000 Penalty: 2692.627686
	Iteration 5F: 3 clusters Score -377455.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -377604.750000 Penalty: 2692.627686
	Iteration 6F: 3 clusters Score -377604.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -377741.531250 Penalty: 2692.627686
	Iteration 7Q: 3 clusters Score -377741.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -377881.562500 Penalty: 2692.627686
	Iteration 8Q: 3 clusters Score -377881.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -378010.781250 Penalty: 2692.627686
	Iteration 9Q: 3 clusters Score -378010.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -378113.531250 Penalty: 2692.627686
	Iteration 10Q: 3 clusters Score -378113.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -378190.093750 Penalty: 2692.627686
	Iteration 11Q: 3 clusters Score -378190.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -378253.437500 Penalty: 2692.627686
	Iteration 12Q: 3 clusters Score -378253.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -378298.500000 Penalty: 2692.627686
	Iteration 13Q: 3 clusters Score -378298.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -378333.718750 Penalty: 2692.627686
	Iteration 14Q: 3 clusters Score -378333.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -378365.406250 Penalty: 2692.627686
	Iteration 15Q: 3 clusters Score -378365.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -378381.718750 Penalty: 2692.627686
	Iteration 16Q: 3 clusters Score -378381.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -378391.687500 Penalty: 2692.627686
	Iteration 17Q: 3 clusters Score -378391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -378405.125000 Penalty: 2692.627686
	Iteration 18Q: 3 clusters Score -378405.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -378417.375000 Penalty: 2692.627686
	Iteration 19Q: 3 clusters Score -378417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -378423.656250 Penalty: 2692.627686
	Iteration 20F: 3 clusters Score -378423.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -378432.968750 Penalty: 2692.627686
	Iteration 21Q: 3 clusters Score -378433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -378437.125000 Penalty: 2692.627686
	Iteration 22Q: 3 clusters Score -378437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -378438.312500 Penalty: 2692.627686
	Iteration 23Q: 3 clusters Score -378438.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -378441.843750 Penalty: 2692.627686
	Iteration 24Q: 3 clusters Score -378441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -378447.937500 Penalty: 2692.627686
	Iteration 25Q: 3 clusters Score -378447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -378453.343750 Penalty: 2692.627686
	Iteration 26Q: 3 clusters Score -378453.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -378465.156250 Penalty: 2692.627686
	Iteration 27Q: 3 clusters Score -378465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -378471.031250 Penalty: 2692.627686
	Iteration 28Q: 3 clusters Score -378471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -378477.187500 Penalty: 2692.627686
	Iteration 29Q: 3 clusters Score -378477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -378483.687500 Penalty: 2692.627686
	Iteration 30Q: 3 clusters Score -378483.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -378489.281250 Penalty: 2692.627686
	Iteration 31Q: 3 clusters Score -378489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -378492.250000 Penalty: 2692.627686
	Iteration 32Q: 3 clusters Score -378492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -378495.312500 Penalty: 2692.627686
	Iteration 33Q: 3 clusters Score -378495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -378498.468750 Penalty: 2692.627686
	Iteration 34Q: 3 clusters Score -378498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -378498.406250 Penalty: 2692.627686
	Iteration 35Q: 3 clusters Score -378498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -378499.937500 Penalty: 2692.627686
	Iteration 36Q: 3 clusters Score -378499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -378499.843750 Penalty: 2692.627686
	Iteration 37Q: 3 clusters Score -378499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -378499.031250 Penalty: 2692.627686
	Iteration 38Q: 3 clusters Score -378499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -378499.343750 Penalty: 2692.627686
	Iteration 39Q: 3 clusters Score -378499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -378499.812500 Penalty: 2692.627686
	Iteration 40F: 3 clusters Score -378499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -378500.593750 Penalty: 2692.627686
	Iteration 41Q: 3 clusters Score -378500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -378500.593750 Penalty: 2692.627686
	Iteration 42F: 3 clusters Score -378500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (79145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Entering Unmasked Estep 
Score: -8186255.000000 Penalty: 1832.843384
	Iteration 0F: 2 clusters Score -8186255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -8133161.000000 Penalty: 3665.686768
	Iteration 0F: 3 clusters Score -8133161 nChanged 37889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -8155368.000000 Penalty: 3665.686768
	Iteration 1F: 3 clusters Score -8155368 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8156449.000000 Penalty: 3665.686768
	Iteration 2Q: 3 clusters Score -8156449 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -8158167.000000 Penalty: 3665.686768
	Iteration 3Q: 3 clusters Score -8158167 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -8161443.000000 Penalty: 3665.686768
	Iteration 4F: 3 clusters Score -8161443 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -8166806.000000 Penalty: 3665.686768
	Iteration 5F: 3 clusters Score -8166806 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -8173725.000000 Penalty: 3665.686768
	Iteration 6F: 3 clusters Score -8173725 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -8179507.000000 Penalty: 3665.686768
	Iteration 7F: 3 clusters Score -8179507 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8182727.000000 Penalty: 3665.686768
	Iteration 8Q: 3 clusters Score -8182727 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8183965.500000 Penalty: 3665.686768
	Iteration 9Q: 3 clusters Score -8183966 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8184390.500000 Penalty: 3665.686768
	Iteration 10Q: 3 clusters Score -8184390 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8184521.000000 Penalty: 3665.686768
	Iteration 11Q: 3 clusters Score -8184521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8184585.000000 Penalty: 3665.686768
	Iteration 12Q: 3 clusters Score -8184585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8184609.000000 Penalty: 3665.686768
	Iteration 13Q: 3 clusters Score -8184609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8184639.000000 Penalty: 3665.686768
	Iteration 14Q: 3 clusters Score -8184639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8184667.000000 Penalty: 3665.686768
	Iteration 15Q: 3 clusters Score -8184667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8184672.000000 Penalty: 3665.686768
	Iteration 16Q: 3 clusters Score -8184672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8184672.000000 Penalty: 3665.686768
	Iteration 17Q: 3 clusters Score -8184672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8184682.000000 Penalty: 3665.686768
	Iteration 18Q: 3 clusters Score -8184682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8184693.000000 Penalty: 3665.686768
	Iteration 19Q: 3 clusters Score -8184693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8184693.500000 Penalty: 3665.686768
	Iteration 20F: 3 clusters Score -8184694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8184696.500000 Penalty: 3665.686768
	Iteration 21Q: 3 clusters Score -8184696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8184697.500000 Penalty: 3665.686768
	Iteration 22Q: 3 clusters Score -8184698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8184701.500000 Penalty: 3665.686768
	Iteration 23Q: 3 clusters Score -8184702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8184697.000000 Penalty: 3665.686768
	Iteration 24Q: 3 clusters Score -8184697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8184698.500000 Penalty: 3665.686768
	Iteration 25Q: 3 clusters Score -8184698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8184699.500000 Penalty: 3665.686768
	Iteration 26Q: 3 clusters Score -8184700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8184704.000000 Penalty: 3665.686768
	Iteration 27Q: 3 clusters Score -8184704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8184702.500000 Penalty: 3665.686768
	Iteration 28Q: 3 clusters Score -8184702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8184702.500000 Penalty: 3665.686768
	Iteration 29F: 3 clusters Score -8184702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -350749.281250 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -350749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -347545.625000 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -347545.6 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -348403.375000 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -348403.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -348664.437500 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -348664.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -348904.187500 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -348904.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -349091.468750 Penalty: 2678.210938
	Iteration 4F: 3 clusters Score -349091.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -349222.781250 Penalty: 2678.210938
	Iteration 5Q: 3 clusters Score -349222.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -349320.187500 Penalty: 2678.210938
	Iteration 6Q: 3 clusters Score -349320.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -349390.750000 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -349390.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -349427.531250 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -349427.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -349456.312500 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -349456.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -349480.093750 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -349480.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -349502.031250 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -349502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -349519.718750 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -349519.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -349530.812500 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -349530.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -349538.687500 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -349538.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -349545.000000 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -349545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -349549.312500 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -349549.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -349551.093750 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -349551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -349551.218750 Penalty: 2678.210938
	Iteration 18Q: 3 clusters Score -349551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -349553.312500 Penalty: 2678.210938
	Iteration 19Q: 3 clusters Score -349553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -349554.687500 Penalty: 2678.210938
	Iteration 20F: 3 clusters Score -349554.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -349555.531250 Penalty: 2678.210938
	Iteration 21Q: 3 clusters Score -349555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -349555.843750 Penalty: 2678.210938
	Iteration 22Q: 3 clusters Score -349555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -349556.718750 Penalty: 2678.210938
	Iteration 23Q: 3 clusters Score -349556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -349558.156250 Penalty: 2678.210938
	Iteration 24Q: 3 clusters Score -349558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -349558.687500 Penalty: 2678.210938
	Iteration 25Q: 3 clusters Score -349558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -349558.687500 Penalty: 2678.210938
	Iteration 26F: 3 clusters Score -349558.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -408311.156250 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -408311.2 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 2101 members 
Entering Unmasked Estep 
Score: -404892.656250 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -404892.7 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -405818.843750 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -405818.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -406027.843750 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -406027.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -406216.968750 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -406217 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -406387.375000 Penalty: 2706.196533
	Iteration 4F: 3 clusters Score -406387.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -406556.312500 Penalty: 2706.196533
	Iteration 5Q: 3 clusters Score -406556.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -406755.218750 Penalty: 2706.196533
	Iteration 6F: 3 clusters Score -406755.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -406941.500000 Penalty: 2706.196533
	Iteration 7Q: 3 clusters Score -406941.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -407115.093750 Penalty: 2706.196533
	Iteration 8Q: 3 clusters Score -407115.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -407232.625000 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -407232.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -407329.750000 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -407329.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -407403.625000 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -407403.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -407459.781250 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -407459.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -407508.937500 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -407508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -407552.343750 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -407552.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -407590.156250 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -407590.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -407620.343750 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -407620.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -407644.218750 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -407644.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -407664.968750 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -407665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -407684.906250 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -407684.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -407718.437500 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -407718.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -407770.875000 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -407770.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -407811.281250 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -407811.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -407834.625000 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -407834.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -407846.093750 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -407846.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -407859.843750 Penalty: 2706.196533
	Iteration 25Q: 3 clusters Score -407859.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -407865.125000 Penalty: 2706.196533
	Iteration 26Q: 3 clusters Score -407865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -407868.281250 Penalty: 2706.196533
	Iteration 27Q: 3 clusters Score -407868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -407869.593750 Penalty: 2706.196533
	Iteration 28Q: 3 clusters Score -407869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -407870.906250 Penalty: 2706.196533
	Iteration 29Q: 3 clusters Score -407870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -407870.500000 Penalty: 2706.196533
	Iteration 30Q: 3 clusters Score -407870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -407870.500000 Penalty: 2706.196533
	Iteration 31F: 3 clusters Score -407870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -381360.250000 Penalty: 1361.973145
	Iteration 0F: 2 clusters Score -381360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -377782.312500 Penalty: 2723.946289
	Iteration 0F: 3 clusters Score -377782.3 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -378806.781250 Penalty: 2723.946289
	Iteration 1F: 3 clusters Score -378806.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -379034.500000 Penalty: 2723.946289
	Iteration 2F: 3 clusters Score -379034.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -379207.875000 Penalty: 2723.946289
	Iteration 3F: 3 clusters Score -379207.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -379372.718750 Penalty: 2723.946289
	Iteration 4F: 3 clusters Score -379372.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -379493.875000 Penalty: 2723.946289
	Iteration 5Q: 3 clusters Score -379493.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -379601.843750 Penalty: 2723.946289
	Iteration 6Q: 3 clusters Score -379601.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -379709.375000 Penalty: 2723.946289
	Iteration 7Q: 3 clusters Score -379709.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379819.468750 Penalty: 2723.946289
	Iteration 8Q: 3 clusters Score -379819.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -379918.687500 Penalty: 2723.946289
	Iteration 9Q: 3 clusters Score -379918.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -379998.468750 Penalty: 2723.946289
	Iteration 10Q: 3 clusters Score -379998.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -380066.625000 Penalty: 2723.946289
	Iteration 11Q: 3 clusters Score -380066.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -380110.375000 Penalty: 2723.946289
	Iteration 12Q: 3 clusters Score -380110.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -380144.843750 Penalty: 2723.946289
	Iteration 13Q: 3 clusters Score -380144.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -380185.781250 Penalty: 2723.946289
	Iteration 14Q: 3 clusters Score -380185.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380230.468750 Penalty: 2723.946289
	Iteration 15Q: 3 clusters Score -380230.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -380274.625000 Penalty: 2723.946289
	Iteration 16Q: 3 clusters Score -380274.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -380313.781250 Penalty: 2723.946289
	Iteration 17Q: 3 clusters Score -380313.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -380351.156250 Penalty: 2723.946289
	Iteration 18Q: 3 clusters Score -380351.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -380391.218750 Penalty: 2723.946289
	Iteration 19Q: 3 clusters Score -380391.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -380421.281250 Penalty: 2723.946289
	Iteration 20F: 3 clusters Score -380421.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -380443.062500 Penalty: 2723.946289
	Iteration 21Q: 3 clusters Score -380443.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -380463.937500 Penalty: 2723.946289
	Iteration 22Q: 3 clusters Score -380463.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -380483.656250 Penalty: 2723.946289
	Iteration 23Q: 3 clusters Score -380483.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -380505.250000 Penalty: 2723.946289
	Iteration 24Q: 3 clusters Score -380505.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -380523.000000 Penalty: 2723.946289
	Iteration 25Q: 3 clusters Score -380523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -380535.937500 Penalty: 2723.946289
	Iteration 26Q: 3 clusters Score -380535.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -380549.687500 Penalty: 2723.946289
	Iteration 27Q: 3 clusters Score -380549.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -380561.156250 Penalty: 2723.946289
	Iteration 28Q: 3 clusters Score -380561.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -380570.187500 Penalty: 2723.946289
	Iteration 29Q: 3 clusters Score -380570.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -380579.812500 Penalty: 2723.946289
	Iteration 30Q: 3 clusters Score -380579.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -380588.625000 Penalty: 2723.946289
	Iteration 31Q: 3 clusters Score -380588.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -380594.875000 Penalty: 2723.946289
	Iteration 32Q: 3 clusters Score -380594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -380599.500000 Penalty: 2723.946289
	Iteration 33Q: 3 clusters Score -380599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380603.593750 Penalty: 2723.946289
	Iteration 34Q: 3 clusters Score -380603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380605.625000 Penalty: 2723.946289
	Iteration 35Q: 3 clusters Score -380605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -380606.500000 Penalty: 2723.946289
	Iteration 36Q: 3 clusters Score -380606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -380606.718750 Penalty: 2723.946289
	Iteration 37Q: 3 clusters Score -380606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -380608.656250 Penalty: 2723.946289
	Iteration 38Q: 3 clusters Score -380608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -380610.343750 Penalty: 2723.946289
	Iteration 39Q: 3 clusters Score -380610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -380611.812500 Penalty: 2723.946289
	Iteration 40F: 3 clusters Score -380611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380614.531250 Penalty: 2723.946289
	Iteration 41Q: 3 clusters Score -380614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -380617.593750 Penalty: 2723.946289
	Iteration 42Q: 3 clusters Score -380617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -380619.468750 Penalty: 2723.946289
	Iteration 43Q: 3 clusters Score -380619.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -380622.906250 Penalty: 2723.946289
	Iteration 44Q: 3 clusters Score -380622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380624.656250 Penalty: 2723.946289
	Iteration 45Q: 3 clusters Score -380624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -380625.406250 Penalty: 2723.946289
	Iteration 46Q: 3 clusters Score -380625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -380627.250000 Penalty: 2723.946289
	Iteration 47Q: 3 clusters Score -380627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -380629.125000 Penalty: 2723.946289
	Iteration 48Q: 3 clusters Score -380629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -380629.281250 Penalty: 2723.946289
	Iteration 49Q: 3 clusters Score -380629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -380629.937500 Penalty: 2723.946289
	Iteration 50Q: 3 clusters Score -380629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -380631.218750 Penalty: 2723.946289
	Iteration 51Q: 3 clusters Score -380631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -380632.093750 Penalty: 2723.946289
	Iteration 52Q: 3 clusters Score -380632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380633.062500 Penalty: 2723.946289
	Iteration 53Q: 3 clusters Score -380633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -380633.781250 Penalty: 2723.946289
	Iteration 54Q: 3 clusters Score -380633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -380634.156250 Penalty: 2723.946289
	Iteration 55Q: 3 clusters Score -380634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -380634.312500 Penalty: 2723.946289
	Iteration 56Q: 3 clusters Score -380634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380634.812500 Penalty: 2723.946289
	Iteration 57Q: 3 clusters Score -380634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -380636.718750 Penalty: 2723.946289
	Iteration 58Q: 3 clusters Score -380636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -380638.656250 Penalty: 2723.946289
	Iteration 59Q: 3 clusters Score -380638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380639.093750 Penalty: 2723.946289
	Iteration 60F: 3 clusters Score -380639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -380643.687500 Penalty: 2723.946289
	Iteration 61Q: 3 clusters Score -380643.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -380648.125000 Penalty: 2723.946289
	Iteration 62Q: 3 clusters Score -380648.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -380651.125000 Penalty: 2723.946289
	Iteration 63Q: 3 clusters Score -380651.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -380653.625000 Penalty: 2723.946289
	Iteration 64Q: 3 clusters Score -380653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -380656.500000 Penalty: 2723.946289
	Iteration 65Q: 3 clusters Score -380656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -380661.031250 Penalty: 2723.946289
	Iteration 66Q: 3 clusters Score -380661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -380665.281250 Penalty: 2723.946289
	Iteration 67Q: 3 clusters Score -380665.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -380669.437500 Penalty: 2723.946289
	Iteration 68Q: 3 clusters Score -380669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -380670.656250 Penalty: 2723.946289
	Iteration 69Q: 3 clusters Score -380670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -380673.125000 Penalty: 2723.946289
	Iteration 70Q: 3 clusters Score -380673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -380675.750000 Penalty: 2723.946289
	Iteration 71Q: 3 clusters Score -380675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -380678.843750 Penalty: 2723.946289
	Iteration 72Q: 3 clusters Score -380678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380680.968750 Penalty: 2723.946289
	Iteration 73Q: 3 clusters Score -380681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -380681.156250 Penalty: 2723.946289
	Iteration 74Q: 3 clusters Score -380681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -380681.593750 Penalty: 2723.946289
	Iteration 75Q: 3 clusters Score -380681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380682.375000 Penalty: 2723.946289
	Iteration 76Q: 3 clusters Score -380682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -380682.375000 Penalty: 2723.946289
	Iteration 77F: 3 clusters Score -380682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (25187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Entering Unmasked Estep 
Score: -2374905.000000 Penalty: 1646.788452
	Iteration 0F: 2 clusters Score -2374905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2357912.750000 Penalty: 3293.576904
	Iteration 0F: 3 clusters Score -2357913 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2364537.000000 Penalty: 3293.576904
	Iteration 1F: 3 clusters Score -2364537 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2365184.500000 Penalty: 3293.576904
	Iteration 2F: 3 clusters Score -2365184 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2365814.750000 Penalty: 3293.576904
	Iteration 3F: 3 clusters Score -2365815 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2366455.250000 Penalty: 3293.576904
	Iteration 4F: 3 clusters Score -2366455 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2367072.750000 Penalty: 3293.576904
	Iteration 5F: 3 clusters Score -2367073 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2367614.500000 Penalty: 3293.576904
	Iteration 6Q: 3 clusters Score -2367614 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2368135.000000 Penalty: 3293.576904
	Iteration 7Q: 3 clusters Score -2368135 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2368655.500000 Penalty: 3293.576904
	Iteration 8Q: 3 clusters Score -2368656 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2369220.500000 Penalty: 3293.576904
	Iteration 9Q: 3 clusters Score -2369220 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2369836.000000 Penalty: 3293.576904
	Iteration 10Q: 3 clusters Score -2369836 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2370432.250000 Penalty: 3293.576904
	Iteration 11Q: 3 clusters Score -2370432 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2370941.250000 Penalty: 3293.576904
	Iteration 12Q: 3 clusters Score -2370941 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2371302.250000 Penalty: 3293.576904
	Iteration 13Q: 3 clusters Score -2371302 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2371500.750000 Penalty: 3293.576904
	Iteration 14Q: 3 clusters Score -2371501 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2371636.500000 Penalty: 3293.576904
	Iteration 15Q: 3 clusters Score -2371636 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2371732.000000 Penalty: 3293.576904
	Iteration 16Q: 3 clusters Score -2371732 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2371827.500000 Penalty: 3293.576904
	Iteration 17Q: 3 clusters Score -2371828 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2371901.500000 Penalty: 3293.576904
	Iteration 18Q: 3 clusters Score -2371902 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2371986.000000 Penalty: 3293.576904
	Iteration 19Q: 3 clusters Score -2371986 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2372043.250000 Penalty: 3293.576904
	Iteration 20F: 3 clusters Score -2372043 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2372083.750000 Penalty: 3293.576904
	Iteration 21Q: 3 clusters Score -2372084 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2372140.250000 Penalty: 3293.576904
	Iteration 22Q: 3 clusters Score -2372140 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2372191.000000 Penalty: 3293.576904
	Iteration 23Q: 3 clusters Score -2372191 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2372235.250000 Penalty: 3293.576904
	Iteration 24Q: 3 clusters Score -2372235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2372276.500000 Penalty: 3293.576904
	Iteration 25Q: 3 clusters Score -2372276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2372321.250000 Penalty: 3293.576904
	Iteration 26Q: 3 clusters Score -2372321 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2372368.250000 Penalty: 3293.576904
	Iteration 27Q: 3 clusters Score -2372368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2372414.500000 Penalty: 3293.576904
	Iteration 28Q: 3 clusters Score -2372414 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2372463.250000 Penalty: 3293.576904
	Iteration 29Q: 3 clusters Score -2372463 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2372517.000000 Penalty: 3293.576904
	Iteration 30Q: 3 clusters Score -2372517 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2372547.500000 Penalty: 3293.576904
	Iteration 31Q: 3 clusters Score -2372548 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2372618.000000 Penalty: 3293.576904
	Iteration 32Q: 3 clusters Score -2372618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2372668.500000 Penalty: 3293.576904
	Iteration 33Q: 3 clusters Score -2372668 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2372720.500000 Penalty: 3293.576904
	Iteration 34Q: 3 clusters Score -2372720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2372774.000000 Penalty: 3293.576904
	Iteration 35Q: 3 clusters Score -2372774 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2372840.750000 Penalty: 3293.576904
	Iteration 36Q: 3 clusters Score -2372841 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2372903.250000 Penalty: 3293.576904
	Iteration 37Q: 3 clusters Score -2372903 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2372951.000000 Penalty: 3293.576904
	Iteration 38Q: 3 clusters Score -2372951 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2373010.500000 Penalty: 3293.576904
	Iteration 39Q: 3 clusters Score -2373010 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2373061.500000 Penalty: 3293.576904
	Iteration 40F: 3 clusters Score -2373062 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2373108.500000 Penalty: 3293.576904
	Iteration 41Q: 3 clusters Score -2373108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2373161.750000 Penalty: 3293.576904
	Iteration 42Q: 3 clusters Score -2373162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2373219.000000 Penalty: 3293.576904
	Iteration 43Q: 3 clusters Score -2373219 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2373277.750000 Penalty: 3293.576904
	Iteration 44Q: 3 clusters Score -2373278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2373346.250000 Penalty: 3293.576904
	Iteration 45Q: 3 clusters Score -2373346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2373413.500000 Penalty: 3293.576904
	Iteration 46Q: 3 clusters Score -2373414 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2373488.750000 Penalty: 3293.576904
	Iteration 47Q: 3 clusters Score -2373489 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2373538.000000 Penalty: 3293.576904
	Iteration 48Q: 3 clusters Score -2373538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2373601.250000 Penalty: 3293.576904
	Iteration 49Q: 3 clusters Score -2373601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2373640.750000 Penalty: 3293.576904
	Iteration 50Q: 3 clusters Score -2373641 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2373686.500000 Penalty: 3293.576904
	Iteration 51Q: 3 clusters Score -2373686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2373719.000000 Penalty: 3293.576904
	Iteration 52Q: 3 clusters Score -2373719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2373754.750000 Penalty: 3293.576904
	Iteration 53Q: 3 clusters Score -2373755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2373788.000000 Penalty: 3293.576904
	Iteration 54Q: 3 clusters Score -2373788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2373824.750000 Penalty: 3293.576904
	Iteration 55Q: 3 clusters Score -2373825 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2373851.750000 Penalty: 3293.576904
	Iteration 56Q: 3 clusters Score -2373852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2373873.500000 Penalty: 3293.576904
	Iteration 57Q: 3 clusters Score -2373874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2373892.750000 Penalty: 3293.576904
	Iteration 58Q: 3 clusters Score -2373893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2373908.500000 Penalty: 3293.576904
	Iteration 59Q: 3 clusters Score -2373908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2373930.000000 Penalty: 3293.576904
	Iteration 60F: 3 clusters Score -2373930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2373941.750000 Penalty: 3293.576904
	Iteration 61Q: 3 clusters Score -2373942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2373951.500000 Penalty: 3293.576904
	Iteration 62Q: 3 clusters Score -2373952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2373960.000000 Penalty: 3293.576904
	Iteration 63Q: 3 clusters Score -2373960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2373966.250000 Penalty: 3293.576904
	Iteration 64Q: 3 clusters Score -2373966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2373974.500000 Penalty: 3293.576904
	Iteration 65Q: 3 clusters Score -2373974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2373974.500000 Penalty: 3293.576904
	Iteration 66Q: 3 clusters Score -2373974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2373982.000000 Penalty: 3293.576904
	Iteration 67Q: 3 clusters Score -2373982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2373981.500000 Penalty: 3293.576904
	Iteration 68Q: 3 clusters Score -2373982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2373988.000000 Penalty: 3293.576904
	Iteration 69Q: 3 clusters Score -2373988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2373986.000000 Penalty: 3293.576904
	Iteration 70Q: 3 clusters Score -2373986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2373990.500000 Penalty: 3293.576904
	Iteration 71Q: 3 clusters Score -2373990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2373989.750000 Penalty: 3293.576904
	Iteration 72Q: 3 clusters Score -2373990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2373988.500000 Penalty: 3293.576904
	Iteration 73Q: 3 clusters Score -2373988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2373993.000000 Penalty: 3293.576904
	Iteration 74Q: 3 clusters Score -2373993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2373996.250000 Penalty: 3293.576904
	Iteration 75Q: 3 clusters Score -2373996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2373996.000000 Penalty: 3293.576904
	Iteration 76Q: 3 clusters Score -2373996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2373995.500000 Penalty: 3293.576904
	Iteration 77Q: 3 clusters Score -2373996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2373995.500000 Penalty: 3293.576904
	Iteration 78F: 3 clusters Score -2373996 nChanged 0
--- Evaluating fit on full set of 1671503 points ---
Entering Unmasked Estep 
Score: -164804224.000000 Penalty: 102454.023438
21->45 Clusters: Score -164804224.000000, best is -164767280.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 557167 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 26595 members 
Mstep: Class 3 contains 26485 members 
Mstep: Class 4 contains 26663 members 
Mstep: Class 5 contains 26614 members 
Mstep: Class 6 contains 26608 members 
Mstep: Class 7 contains 26614 members 
Mstep: Class 8 contains 26636 members 
Mstep: Class 9 contains 26440 members 
Mstep: Class 10 contains 26560 members 
Mstep: Class 11 contains 26491 members 
Mstep: Class 12 contains 26372 members 
Mstep: Class 13 contains 26561 members 
Mstep: Class 14 contains 26456 members 
Mstep: Class 15 contains 26729 members 
Mstep: Class 16 contains 26323 members 
Mstep: Class 17 contains 26453 members 
Mstep: Class 18 contains 26350 members 
Mstep: Class 19 contains 26655 members 
Mstep: Class 20 contains 26380 members 
Mstep: Class 21 contains 26692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 534.426880 but Gain 2149.976562
Score: -51156888.000000 Penalty: 42999.515625
Iteration 0F: 21 clusters Score -5.115689e+07 nChanged 526807
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 29580 members 
Mstep: Class 5 contains 63640 members 
Mstep: Class 6 contains 22438 members 
Mstep: Class 7 contains 27588 members 
Mstep: Class 8 contains 28388 members 
Mstep: Class 9 contains 24763 members 
Mstep: Class 10 contains 32542 members 
Mstep: Class 11 contains 29308 members 
Mstep: Class 12 contains 26216 members 
Mstep: Class 13 contains 16529 members 
Mstep: Class 14 contains 35557 members 
Mstep: Class 15 contains 26283 members 
Mstep: Class 16 contains 20711 members 
Mstep: Class 17 contains 32160 members 
Mstep: Class 18 contains 26897 members 
Mstep: Class 19 contains 28224 members 
Mstep: Class 20 contains 25977 members 
Mstep: Class 21 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53252260.000000 Penalty: 42999.515625
Iteration 1F: 21 clusters Score -5.325226e+07 nChanged 232775
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 3 contains 10528 members 
Mstep: Class 4 contains 25236 members 
Mstep: Class 5 contains 79435 members 
Mstep: Class 6 contains 12953 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 31582 members 
Mstep: Class 9 contains 15180 members 
Mstep: Class 10 contains 33379 members 
Mstep: Class 11 contains 30833 members 
Mstep: Class 12 contains 34376 members 
Mstep: Class 13 contains 14118 members 
Mstep: Class 14 contains 45353 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 16 contains 11621 members 
Mstep: Class 17 contains 28182 members 
Mstep: Class 18 contains 42857 members 
Mstep: Class 19 contains 44393 members 
Mstep: Class 20 contains 20662 members 
Mstep: Class 21 contains 8141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53858888.000000 Penalty: 42999.515625
Iteration 2F: 21 clusters Score -5.385889e+07 nChanged 162238
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 23116 members 
Mstep: Class 5 contains 76104 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 14359 members 
Mstep: Class 8 contains 39616 members 
Mstep: Class 9 contains 12389 members 
Mstep: Class 10 contains 28255 members 
Mstep: Class 11 contains 33043 members 
Mstep: Class 12 contains 30255 members 
Mstep: Class 13 contains 12118 members 
Mstep: Class 14 contains 36587 members 
Mstep: Class 15 contains 22903 members 
Mstep: Class 16 contains 8488 members 
Mstep: Class 17 contains 25661 members 
Mstep: Class 18 contains 67684 members 
Mstep: Class 19 contains 59426 members 
Mstep: Class 20 contains 19460 members 
Mstep: Class 21 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54179104.000000 Penalty: 42999.515625
Iteration 3F: 21 clusters Score -5.41791e+07 nChanged 126150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 3 contains 14303 members 
Mstep: Class 4 contains 20851 members 
Mstep: Class 5 contains 78790 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 8 contains 45303 members 
Mstep: Class 9 contains 12777 members 
Mstep: Class 10 contains 22106 members 
Mstep: Class 11 contains 34095 members 
Mstep: Class 12 contains 22256 members 
Mstep: Class 13 contains 11791 members 
Mstep: Class 14 contains 24166 members 
Mstep: Class 15 contains 26031 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 20471 members 
Mstep: Class 18 contains 97905 members 
Mstep: Class 19 contains 67376 members 
Mstep: Class 20 contains 18662 members 
Mstep: Class 21 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54376532.000000 Penalty: 42999.515625
Iteration 4F: 21 clusters Score -5.437653e+07 nChanged 97236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 3 contains 19169 members 
Mstep: Class 4 contains 19667 members 
Mstep: Class 5 contains 77951 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 6828 members 
Mstep: Class 8 contains 46331 members 
Mstep: Class 9 contains 13851 members 
Mstep: Class 10 contains 18192 members 
Mstep: Class 11 contains 34721 members 
Mstep: Class 12 contains 16901 members 
Mstep: Class 13 contains 12562 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 26395 members 
Mstep: Class 16 contains 8903 members 
Mstep: Class 17 contains 14752 members 
Mstep: Class 18 contains 126387 members 
Mstep: Class 19 contains 68421 members 
Mstep: Class 20 contains 18277 members 
Mstep: Class 21 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1081.136597 but Gain 2149.976562
Score: -54516588.000000 Penalty: 40849.539062
Iteration 5F: 20 clusters Score -5.451659e+07 nChanged 71470
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 22932 members 
Mstep: Class 4 contains 19957 members 
Mstep: Class 5 contains 74449 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 45525 members 
Mstep: Class 9 contains 14846 members 
Mstep: Class 10 contains 15915 members 
Mstep: Class 11 contains 35315 members 
Mstep: Class 12 contains 15093 members 
Mstep: Class 13 contains 13663 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 15 contains 24780 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 10100 members 
Mstep: Class 18 contains 146078 members 
Mstep: Class 19 contains 68417 members 
Mstep: Class 20 contains 17789 members 
Mstep: Class 21 contains 3078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54652896.000000 Penalty: 40849.539062
Iteration 6F: 20 clusters Score -5.46529e+07 nChanged 48501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 3 contains 25077 members 
Mstep: Class 4 contains 20804 members 
Mstep: Class 5 contains 72170 members 
Mstep: Class 6 contains 3651 members 
Mstep: Class 7 contains 5671 members 
Mstep: Class 8 contains 44513 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 13508 members 
Mstep: Class 11 contains 36246 members 
Mstep: Class 12 contains 13826 members 
Mstep: Class 13 contains 14463 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 22245 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 6931 members 
Mstep: Class 18 contains 154229 members 
Mstep: Class 19 contains 71252 members 
Mstep: Class 20 contains 17192 members 
Mstep: Class 21 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54731372.000000 Penalty: 40849.539062
Iteration 7F: 20 clusters Score -5.473137e+07 nChanged 34642
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 3 contains 26005 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 5 contains 70528 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 6580 members 
Mstep: Class 8 contains 43496 members 
Mstep: Class 9 contains 16583 members 
Mstep: Class 10 contains 10982 members 
Mstep: Class 11 contains 37419 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 19570 members 
Mstep: Class 16 contains 4795 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 158000 members 
Mstep: Class 19 contains 73351 members 
Mstep: Class 20 contains 16660 members 
Mstep: Class 21 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54759032.000000 Penalty: 40849.539062
Iteration 8F: 20 clusters Score -5.475903e+07 nChanged 25047
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 26205 members 
Mstep: Class 4 contains 21937 members 
Mstep: Class 5 contains 69025 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 42547 members 
Mstep: Class 9 contains 17361 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 38618 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 13799 members 
Mstep: Class 15 contains 17302 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 4085 members 
Mstep: Class 18 contains 160523 members 
Mstep: Class 19 contains 74276 members 
Mstep: Class 20 contains 16322 members 
Mstep: Class 21 contains 2357 members 
Entering Unmasked Estep 
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Iteration 9Q: 20 clusters Score -5.477648e+07 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 26072 members 
Mstep: Class 4 contains 22096 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 9020 members 
Mstep: Class 8 contains 41665 members 
Mstep: Class 9 contains 18065 members 
Mstep: Class 10 contains 7125 members 
Mstep: Class 11 contains 39985 members 
Mstep: Class 12 contains 13681 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 14781 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 4962 members 
Mstep: Class 17 contains 3527 members 
Mstep: Class 18 contains 162256 members 
Mstep: Class 19 contains 74769 members 
Mstep: Class 20 contains 16313 members 
Mstep: Class 21 contains 2340 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -5.47897e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 25739 members 
Mstep: Class 4 contains 21832 members 
Mstep: Class 5 contains 66582 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 10252 members 
Mstep: Class 8 contains 40863 members 
Mstep: Class 9 contains 18696 members 
Mstep: Class 10 contains 5998 members 
Mstep: Class 11 contains 41346 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 13918 members 
Mstep: Class 14 contains 15518 members 
Mstep: Class 15 contains 13881 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 163321 members 
Mstep: Class 19 contains 75069 members 
Mstep: Class 20 contains 16709 members 
Mstep: Class 21 contains 2396 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -5.480024e+07 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 25421 members 
Mstep: Class 4 contains 21228 members 
Mstep: Class 5 contains 65740 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 8 contains 40101 members 
Mstep: Class 9 contains 19240 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 42603 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 13174 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 12588 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 163915 members 
Mstep: Class 19 contains 75314 members 
Mstep: Class 20 contains 17239 members 
Mstep: Class 21 contains 2488 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -5.480843e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 25033 members 
Mstep: Class 4 contains 20446 members 
Mstep: Class 5 contains 65137 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 12643 members 
Mstep: Class 8 contains 39438 members 
Mstep: Class 9 contains 19724 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 43441 members 
Mstep: Class 12 contains 13657 members 
Mstep: Class 13 contains 12690 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 11524 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 164227 members 
Mstep: Class 19 contains 75497 members 
Mstep: Class 20 contains 17584 members 
Mstep: Class 21 contains 2627 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -5.481443e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 24596 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 64743 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 38802 members 
Mstep: Class 9 contains 20096 members 
Mstep: Class 10 contains 4666 members 
Mstep: Class 11 contains 44111 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 164291 members 
Mstep: Class 19 contains 75604 members 
Mstep: Class 20 contains 17870 members 
Mstep: Class 21 contains 2811 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -5.481902e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 24189 members 
Mstep: Class 4 contains 18554 members 
Mstep: Class 5 contains 64460 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 14491 members 
Mstep: Class 8 contains 38288 members 
Mstep: Class 9 contains 20430 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 44594 members 
Mstep: Class 12 contains 13773 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 9972 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 164245 members 
Mstep: Class 19 contains 75719 members 
Mstep: Class 20 contains 18083 members 
Mstep: Class 21 contains 2954 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -5.482205e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 23752 members 
Mstep: Class 4 contains 17644 members 
Mstep: Class 5 contains 64296 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 15098 members 
Mstep: Class 8 contains 37940 members 
Mstep: Class 9 contains 20736 members 
Mstep: Class 10 contains 4404 members 
Mstep: Class 11 contains 44899 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 12053 members 
Mstep: Class 14 contains 19179 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 164113 members 
Mstep: Class 19 contains 75836 members 
Mstep: Class 20 contains 18248 members 
Mstep: Class 21 contains 3058 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -5.48238e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 16845 members 
Mstep: Class 5 contains 64169 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 15483 members 
Mstep: Class 8 contains 37654 members 
Mstep: Class 9 contains 21037 members 
Mstep: Class 10 contains 4331 members 
Mstep: Class 11 contains 45136 members 
Mstep: Class 12 contains 13852 members 
Mstep: Class 13 contains 11950 members 
Mstep: Class 14 contains 19756 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 163983 members 
Mstep: Class 19 contains 75984 members 
Mstep: Class 20 contains 18373 members 
Mstep: Class 21 contains 3123 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -5.482532e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 16145 members 
Mstep: Class 5 contains 64041 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 15782 members 
Mstep: Class 8 contains 37406 members 
Mstep: Class 9 contains 21295 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 45361 members 
Mstep: Class 12 contains 13838 members 
Mstep: Class 13 contains 11881 members 
Mstep: Class 14 contains 20218 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 6665 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 163860 members 
Mstep: Class 19 contains 76127 members 
Mstep: Class 20 contains 18467 members 
Mstep: Class 21 contains 3179 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -5.482596e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 22773 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 63933 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 15977 members 
Mstep: Class 8 contains 37151 members 
Mstep: Class 9 contains 21489 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 45568 members 
Mstep: Class 12 contains 13820 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 20574 members 
Mstep: Class 15 contains 8937 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 163728 members 
Mstep: Class 19 contains 76230 members 
Mstep: Class 20 contains 18526 members 
Mstep: Class 21 contains 3207 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -5.482705e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 15024 members 
Mstep: Class 5 contains 63832 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 16143 members 
Mstep: Class 8 contains 36927 members 
Mstep: Class 9 contains 21665 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 45753 members 
Mstep: Class 12 contains 13771 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 20860 members 
Mstep: Class 15 contains 8899 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 163666 members 
Mstep: Class 19 contains 76356 members 
Mstep: Class 20 contains 18578 members 
Mstep: Class 21 contains 3206 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -5.482995e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 14459 members 
Mstep: Class 5 contains 63762 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 16687 members 
Mstep: Class 8 contains 36607 members 
Mstep: Class 9 contains 21642 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 45932 members 
Mstep: Class 12 contains 13670 members 
Mstep: Class 13 contains 11432 members 
Mstep: Class 14 contains 21278 members 
Mstep: Class 15 contains 8613 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 163566 members 
Mstep: Class 19 contains 76449 members 
Mstep: Class 20 contains 18893 members 
Mstep: Class 21 contains 3285 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -5.483189e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 21718 members 
Mstep: Class 4 contains 13991 members 
Mstep: Class 5 contains 63680 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 36273 members 
Mstep: Class 9 contains 21711 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 46154 members 
Mstep: Class 12 contains 13528 members 
Mstep: Class 13 contains 11133 members 
Mstep: Class 14 contains 21622 members 
Mstep: Class 15 contains 8418 members 
Mstep: Class 16 contains 7375 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 163481 members 
Mstep: Class 19 contains 76544 members 
Mstep: Class 20 contains 19122 members 
Mstep: Class 21 contains 3334 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -5.483373e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 21289 members 
Mstep: Class 4 contains 13594 members 
Mstep: Class 5 contains 63603 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 35924 members 
Mstep: Class 9 contains 21773 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 46439 members 
Mstep: Class 12 contains 13371 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 21909 members 
Mstep: Class 15 contains 8339 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 163353 members 
Mstep: Class 19 contains 76638 members 
Mstep: Class 20 contains 19318 members 
Mstep: Class 21 contains 3403 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -5.483534e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 20925 members 
Mstep: Class 4 contains 13264 members 
Mstep: Class 5 contains 63522 members 
Mstep: Class 6 contains 5777 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 35590 members 
Mstep: Class 9 contains 21839 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 46686 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 10605 members 
Mstep: Class 14 contains 22131 members 
Mstep: Class 15 contains 8286 members 
Mstep: Class 16 contains 7899 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 163225 members 
Mstep: Class 19 contains 76729 members 
Mstep: Class 20 contains 19479 members 
Mstep: Class 21 contains 3463 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -5.48368e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 20556 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 63470 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 17742 members 
Mstep: Class 8 contains 35210 members 
Mstep: Class 9 contains 21891 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 46930 members 
Mstep: Class 12 contains 13116 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 22306 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 163109 members 
Mstep: Class 19 contains 76821 members 
Mstep: Class 20 contains 19640 members 
Mstep: Class 21 contains 3525 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -5.483787e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 20213 members 
Mstep: Class 4 contains 12788 members 
Mstep: Class 5 contains 63438 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 17877 members 
Mstep: Class 8 contains 34820 members 
Mstep: Class 9 contains 21955 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 47126 members 
Mstep: Class 12 contains 13006 members 
Mstep: Class 13 contains 10219 members 
Mstep: Class 14 contains 22459 members 
Mstep: Class 15 contains 8105 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 163011 members 
Mstep: Class 19 contains 76922 members 
Mstep: Class 20 contains 19781 members 
Mstep: Class 21 contains 3563 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -5.483889e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 19938 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 63420 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 34431 members 
Mstep: Class 9 contains 22047 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 47231 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 10083 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 8887 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 162909 members 
Mstep: Class 19 contains 77000 members 
Mstep: Class 20 contains 19903 members 
Mstep: Class 21 contains 3604 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -5.484016e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 19694 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 63403 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 18040 members 
Mstep: Class 8 contains 34023 members 
Mstep: Class 9 contains 22184 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 12930 members 
Mstep: Class 13 contains 9964 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 7951 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 162824 members 
Mstep: Class 19 contains 77051 members 
Mstep: Class 20 contains 20036 members 
Mstep: Class 21 contains 3608 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -5.484167e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 63399 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 18041 members 
Mstep: Class 8 contains 33593 members 
Mstep: Class 9 contains 22293 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 47015 members 
Mstep: Class 12 contains 12934 members 
Mstep: Class 13 contains 9827 members 
Mstep: Class 14 contains 22772 members 
Mstep: Class 15 contains 7894 members 
Mstep: Class 16 contains 9606 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 162731 members 
Mstep: Class 19 contains 77087 members 
Mstep: Class 20 contains 20177 members 
Mstep: Class 21 contains 3601 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -5.484353e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 19303 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 63409 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 18005 members 
Mstep: Class 8 contains 33172 members 
Mstep: Class 9 contains 22406 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 46616 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 9703 members 
Mstep: Class 14 contains 22850 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 9998 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 162600 members 
Mstep: Class 19 contains 77116 members 
Mstep: Class 20 contains 20303 members 
Mstep: Class 21 contains 3604 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -5.484552e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 11869 members 
Mstep: Class 5 contains 63397 members 
Mstep: Class 6 contains 7122 members 
Mstep: Class 7 contains 17953 members 
Mstep: Class 8 contains 32754 members 
Mstep: Class 9 contains 22529 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 46101 members 
Mstep: Class 12 contains 12867 members 
Mstep: Class 13 contains 9604 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 7797 members 
Mstep: Class 16 contains 10414 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 162482 members 
Mstep: Class 19 contains 77147 members 
Mstep: Class 20 contains 20368 members 
Mstep: Class 21 contains 3595 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -5.484759e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 19022 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 63372 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 17881 members 
Mstep: Class 8 contains 32379 members 
Mstep: Class 9 contains 22626 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 45575 members 
Mstep: Class 12 contains 12800 members 
Mstep: Class 13 contains 9504 members 
Mstep: Class 14 contains 22990 members 
Mstep: Class 15 contains 7762 members 
Mstep: Class 16 contains 10800 members 
Mstep: Class 17 contains 5312 members 
Mstep: Class 18 contains 162376 members 
Mstep: Class 19 contains 77162 members 
Mstep: Class 20 contains 20419 members 
Mstep: Class 21 contains 3589 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -5.48491e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 18934 members 
Mstep: Class 4 contains 11473 members 
Mstep: Class 5 contains 63347 members 
Mstep: Class 6 contains 7452 members 
Mstep: Class 7 contains 17807 members 
Mstep: Class 8 contains 32067 members 
Mstep: Class 9 contains 22718 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 45219 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 9420 members 
Mstep: Class 14 contains 23062 members 
Mstep: Class 15 contains 7726 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 162259 members 
Mstep: Class 19 contains 77178 members 
Mstep: Class 20 contains 20461 members 
Mstep: Class 21 contains 3566 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -5.484975e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 3 contains 18875 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 63330 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 17757 members 
Mstep: Class 8 contains 31764 members 
Mstep: Class 9 contains 22783 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 44989 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 7688 members 
Mstep: Class 16 contains 11366 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 162149 members 
Mstep: Class 19 contains 77200 members 
Mstep: Class 20 contains 20509 members 
Mstep: Class 21 contains 3536 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -5.48503e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 3 contains 18836 members 
Mstep: Class 4 contains 11147 members 
Mstep: Class 5 contains 63313 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 17694 members 
Mstep: Class 8 contains 31510 members 
Mstep: Class 9 contains 22853 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 44808 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 9317 members 
Mstep: Class 14 contains 23240 members 
Mstep: Class 15 contains 7653 members 
Mstep: Class 16 contains 11537 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 162048 members 
Mstep: Class 19 contains 77215 members 
Mstep: Class 20 contains 20567 members 
Mstep: Class 21 contains 3504 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -5.485063e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 63310 members 
Mstep: Class 6 contains 7809 members 
Mstep: Class 7 contains 17656 members 
Mstep: Class 8 contains 31322 members 
Mstep: Class 9 contains 22973 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 44638 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 13 contains 9285 members 
Mstep: Class 14 contains 23334 members 
Mstep: Class 15 contains 7629 members 
Mstep: Class 16 contains 11677 members 
Mstep: Class 17 contains 7001 members 
Mstep: Class 18 contains 161932 members 
Mstep: Class 19 contains 77234 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -5.48511e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 3 contains 18797 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 63322 members 
Mstep: Class 6 contains 7895 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 31193 members 
Mstep: Class 9 contains 23080 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 44538 members 
Mstep: Class 12 contains 12756 members 
Mstep: Class 13 contains 9262 members 
Mstep: Class 14 contains 23414 members 
Mstep: Class 15 contains 7619 members 
Mstep: Class 16 contains 11776 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 161819 members 
Mstep: Class 19 contains 77253 members 
Mstep: Class 20 contains 20615 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -5.48511e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 3 contains 18791 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 63338 members 
Mstep: Class 6 contains 7972 members 
Mstep: Class 7 contains 17578 members 
Mstep: Class 8 contains 31066 members 
Mstep: Class 9 contains 23180 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 44504 members 
Mstep: Class 12 contains 12772 members 
Mstep: Class 13 contains 9240 members 
Mstep: Class 14 contains 23471 members 
Mstep: Class 15 contains 7604 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 161715 members 
Mstep: Class 19 contains 77267 members 
Mstep: Class 20 contains 20625 members 
Mstep: Class 21 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54851308.000000 Penalty: 40849.539062
Iteration 38Q: 20 clusters Score -5.485131e+07 nChanged 985
Entering ConstructFrom: 
Score: -54851308.000000 Penalty: 40849.539062
Entering ConstructFrom: 
Trying to split cluster 3 (18798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Entering Unmasked Estep 
Score: -1913723.625000 Penalty: 1599.244751
	Iteration 0F: 2 clusters Score -1913724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1900814.375000 Penalty: 3198.489502
	Iteration 0F: 3 clusters Score -1900814 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1905535.000000 Penalty: 3198.489502
	Iteration 1F: 3 clusters Score -1905535 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1905884.625000 Penalty: 3198.489502
	Iteration 2F: 3 clusters Score -1905885 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1906219.125000 Penalty: 3198.489502
	Iteration 3Q: 3 clusters Score -1906219 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1906578.625000 Penalty: 3198.489502
	Iteration 4Q: 3 clusters Score -1906579 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1907079.000000 Penalty: 3198.489502
	Iteration 5Q: 3 clusters Score -1907079 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1907743.500000 Penalty: 3198.489502
	Iteration 6F: 3 clusters Score -1907744 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1908577.625000 Penalty: 3198.489502
	Iteration 7F: 3 clusters Score -1908578 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1909502.750000 Penalty: 3198.489502
	Iteration 8F: 3 clusters Score -1909503 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1910272.125000 Penalty: 3198.489502
	Iteration 9Q: 3 clusters Score -1910272 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1910862.000000 Penalty: 3198.489502
	Iteration 10Q: 3 clusters Score -1910862 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1911263.000000 Penalty: 3198.489502
	Iteration 11Q: 3 clusters Score -1911263 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1911524.750000 Penalty: 3198.489502
	Iteration 12Q: 3 clusters Score -1911525 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1911716.750000 Penalty: 3198.489502
	Iteration 13Q: 3 clusters Score -1911717 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1911873.125000 Penalty: 3198.489502
	Iteration 14Q: 3 clusters Score -1911873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1911991.625000 Penalty: 3198.489502
	Iteration 15Q: 3 clusters Score -1911992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1912063.250000 Penalty: 3198.489502
	Iteration 16Q: 3 clusters Score -1912063 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1912125.125000 Penalty: 3198.489502
	Iteration 17Q: 3 clusters Score -1912125 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1912178.250000 Penalty: 3198.489502
	Iteration 18Q: 3 clusters Score -1912178 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1912235.125000 Penalty: 3198.489502
	Iteration 19Q: 3 clusters Score -1912235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1912277.875000 Penalty: 3198.489502
	Iteration 20F: 3 clusters Score -1912278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1912312.125000 Penalty: 3198.489502
	Iteration 21Q: 3 clusters Score -1912312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -1912355.250000 Penalty: 3198.489502
	Iteration 22Q: 3 clusters Score -1912355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1912401.750000 Penalty: 3198.489502
	Iteration 23Q: 3 clusters Score -1912402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1912443.625000 Penalty: 3198.489502
	Iteration 24Q: 3 clusters Score -1912444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1912473.250000 Penalty: 3198.489502
	Iteration 25Q: 3 clusters Score -1912473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1912495.500000 Penalty: 3198.489502
	Iteration 26Q: 3 clusters Score -1912496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1912513.000000 Penalty: 3198.489502
	Iteration 27Q: 3 clusters Score -1912513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1912531.500000 Penalty: 3198.489502
	Iteration 28Q: 3 clusters Score -1912532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1912544.000000 Penalty: 3198.489502
	Iteration 29Q: 3 clusters Score -1912544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1912553.375000 Penalty: 3198.489502
	Iteration 30Q: 3 clusters Score -1912553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1912558.750000 Penalty: 3198.489502
	Iteration 31Q: 3 clusters Score -1912559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1912562.750000 Penalty: 3198.489502
	Iteration 32Q: 3 clusters Score -1912563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1912566.875000 Penalty: 3198.489502
	Iteration 33Q: 3 clusters Score -1912567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1912571.375000 Penalty: 3198.489502
	Iteration 34Q: 3 clusters Score -1912571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1912577.125000 Penalty: 3198.489502
	Iteration 35Q: 3 clusters Score -1912577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1912584.250000 Penalty: 3198.489502
	Iteration 36Q: 3 clusters Score -1912584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1912586.750000 Penalty: 3198.489502
	Iteration 37Q: 3 clusters Score -1912587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1912593.250000 Penalty: 3198.489502
	Iteration 38Q: 3 clusters Score -1912593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1912600.750000 Penalty: 3198.489502
	Iteration 39Q: 3 clusters Score -1912601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1912611.875000 Penalty: 3198.489502
	Iteration 40F: 3 clusters Score -1912612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1912624.125000 Penalty: 3198.489502
	Iteration 41Q: 3 clusters Score -1912624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1912631.625000 Penalty: 3198.489502
	Iteration 42Q: 3 clusters Score -1912632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1912651.375000 Penalty: 3198.489502
	Iteration 43Q: 3 clusters Score -1912651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1912666.375000 Penalty: 3198.489502
	Iteration 44Q: 3 clusters Score -1912666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1912678.250000 Penalty: 3198.489502
	Iteration 45Q: 3 clusters Score -1912678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1912701.000000 Penalty: 3198.489502
	Iteration 46Q: 3 clusters Score -1912701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1912730.125000 Penalty: 3198.489502
	Iteration 47Q: 3 clusters Score -1912730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1912756.000000 Penalty: 3198.489502
	Iteration 48Q: 3 clusters Score -1912756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1912781.000000 Penalty: 3198.489502
	Iteration 49Q: 3 clusters Score -1912781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1912816.125000 Penalty: 3198.489502
	Iteration 50Q: 3 clusters Score -1912816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1912855.625000 Penalty: 3198.489502
	Iteration 51Q: 3 clusters Score -1912856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1912896.250000 Penalty: 3198.489502
	Iteration 52Q: 3 clusters Score -1912896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1912939.000000 Penalty: 3198.489502
	Iteration 53Q: 3 clusters Score -1912939 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1913000.500000 Penalty: 3198.489502
	Iteration 54Q: 3 clusters Score -1913000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1913073.875000 Penalty: 3198.489502
	Iteration 55Q: 3 clusters Score -1913074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1913180.625000 Penalty: 3198.489502
	Iteration 56Q: 3 clusters Score -1913181 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1913309.875000 Penalty: 3198.489502
	Iteration 57Q: 3 clusters Score -1913310 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1913434.250000 Penalty: 3198.489502
	Iteration 58Q: 3 clusters Score -1913434 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1913546.000000 Penalty: 3198.489502
	Iteration 59Q: 3 clusters Score -1913546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1913743.750000 Penalty: 3198.489502
	Iteration 60F: 3 clusters Score -1913744 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1913967.875000 Penalty: 3198.489502
	Iteration 61Q: 3 clusters Score -1913968 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1914168.875000 Penalty: 3198.489502
	Iteration 62Q: 3 clusters Score -1914169 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1914340.250000 Penalty: 3198.489502
	Iteration 63Q: 3 clusters Score -1914340 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1914469.500000 Penalty: 3198.489502
	Iteration 64Q: 3 clusters Score -1914470 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1914584.375000 Penalty: 3198.489502
	Iteration 65Q: 3 clusters Score -1914584 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1914672.500000 Penalty: 3198.489502
	Iteration 66Q: 3 clusters Score -1914672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1914751.875000 Penalty: 3198.489502
	Iteration 67Q: 3 clusters Score -1914752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1914814.875000 Penalty: 3198.489502
	Iteration 68Q: 3 clusters Score -1914815 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1914877.375000 Penalty: 3198.489502
	Iteration 69Q: 3 clusters Score -1914877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1914919.125000 Penalty: 3198.489502
	Iteration 70Q: 3 clusters Score -1914919 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1914972.375000 Penalty: 3198.489502
	Iteration 71Q: 3 clusters Score -1914972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1915007.750000 Penalty: 3198.489502
	Iteration 72Q: 3 clusters Score -1915008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1915035.875000 Penalty: 3198.489502
	Iteration 73Q: 3 clusters Score -1915036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1915059.125000 Penalty: 3198.489502
	Iteration 74Q: 3 clusters Score -1915059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1915084.875000 Penalty: 3198.489502
	Iteration 75Q: 3 clusters Score -1915085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1915099.875000 Penalty: 3198.489502
	Iteration 76Q: 3 clusters Score -1915100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1915111.500000 Penalty: 3198.489502
	Iteration 77Q: 3 clusters Score -1915112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1915122.750000 Penalty: 3198.489502
	Iteration 78Q: 3 clusters Score -1915123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1915130.125000 Penalty: 3198.489502
	Iteration 79Q: 3 clusters Score -1915130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1915186.875000 Penalty: 3198.489502
	Iteration 80F: 3 clusters Score -1915187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1915246.250000 Penalty: 3198.489502
	Iteration 81Q: 3 clusters Score -1915246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1915270.375000 Penalty: 3198.489502
	Iteration 82Q: 3 clusters Score -1915270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1915286.375000 Penalty: 3198.489502
	Iteration 83Q: 3 clusters Score -1915286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1915295.375000 Penalty: 3198.489502
	Iteration 84Q: 3 clusters Score -1915295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1915306.750000 Penalty: 3198.489502
	Iteration 85Q: 3 clusters Score -1915307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1915323.875000 Penalty: 3198.489502
	Iteration 86Q: 3 clusters Score -1915324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1915329.125000 Penalty: 3198.489502
	Iteration 87Q: 3 clusters Score -1915329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1915339.000000 Penalty: 3198.489502
	Iteration 88Q: 3 clusters Score -1915339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1915352.750000 Penalty: 3198.489502
	Iteration 89Q: 3 clusters Score -1915353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1915364.750000 Penalty: 3198.489502
	Iteration 90Q: 3 clusters Score -1915365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1915369.125000 Penalty: 3198.489502
	Iteration 91Q: 3 clusters Score -1915369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1915385.375000 Penalty: 3198.489502
	Iteration 92Q: 3 clusters Score -1915385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1915387.500000 Penalty: 3198.489502
	Iteration 93Q: 3 clusters Score -1915388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1915388.250000 Penalty: 3198.489502
	Iteration 94Q: 3 clusters Score -1915388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1915399.250000 Penalty: 3198.489502
	Iteration 95Q: 3 clusters Score -1915399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1915408.375000 Penalty: 3198.489502
	Iteration 96Q: 3 clusters Score -1915408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1915414.500000 Penalty: 3198.489502
	Iteration 97Q: 3 clusters Score -1915414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1915416.500000 Penalty: 3198.489502
	Iteration 98Q: 3 clusters Score -1915416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1915424.875000 Penalty: 3198.489502
	Iteration 99Q: 3 clusters Score -1915425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1915425.375000 Penalty: 3198.489502
	Iteration 100F: 3 clusters Score -1915425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1915426.500000 Penalty: 3198.489502
	Iteration 101Q: 3 clusters Score -1915426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1915427.750000 Penalty: 3198.489502
	Iteration 102Q: 3 clusters Score -1915428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1915432.375000 Penalty: 3198.489502
	Iteration 103Q: 3 clusters Score -1915432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1915433.875000 Penalty: 3198.489502
	Iteration 104Q: 3 clusters Score -1915434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1915435.750000 Penalty: 3198.489502
	Iteration 105Q: 3 clusters Score -1915436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1915441.000000 Penalty: 3198.489502
	Iteration 106Q: 3 clusters Score -1915441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1915442.250000 Penalty: 3198.489502
	Iteration 107Q: 3 clusters Score -1915442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1915444.250000 Penalty: 3198.489502
	Iteration 108Q: 3 clusters Score -1915444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1915441.125000 Penalty: 3198.489502
	Iteration 109Q: 3 clusters Score -1915441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1915445.625000 Penalty: 3198.489502
	Iteration 110Q: 3 clusters Score -1915446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1915444.875000 Penalty: 3198.489502
	Iteration 111Q: 3 clusters Score -1915445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1915446.000000 Penalty: 3198.489502
	Iteration 112Q: 3 clusters Score -1915446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1915447.625000 Penalty: 3198.489502
	Iteration 113Q: 3 clusters Score -1915448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1915448.250000 Penalty: 3198.489502
	Iteration 114Q: 3 clusters Score -1915448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1915452.250000 Penalty: 3198.489502
	Iteration 115Q: 3 clusters Score -1915452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1915450.750000 Penalty: 3198.489502
	Iteration 116Q: 3 clusters Score -1915451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1915452.625000 Penalty: 3198.489502
	Iteration 117Q: 3 clusters Score -1915453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1915452.375000 Penalty: 3198.489502
	Iteration 118Q: 3 clusters Score -1915452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1915452.500000 Penalty: 3198.489502
	Iteration 119Q: 3 clusters Score -1915452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1915454.375000 Penalty: 3198.489502
	Iteration 120F: 3 clusters Score -1915454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1915448.250000 Penalty: 3198.489502
	Iteration 121Q: 3 clusters Score -1915448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1915449.000000 Penalty: 3198.489502
	Iteration 122Q: 3 clusters Score -1915449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1915450.500000 Penalty: 3198.489502
	Iteration 123Q: 3 clusters Score -1915450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1915450.500000 Penalty: 3198.489502
	Iteration 124Q: 3 clusters Score -1915450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1915449.250000 Penalty: 3198.489502
	Iteration 125Q: 3 clusters Score -1915449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1915448.875000 Penalty: 3198.489502
	Iteration 126Q: 3 clusters Score -1915449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1915446.250000 Penalty: 3198.489502
	Iteration 127Q: 3 clusters Score -1915446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1915448.000000 Penalty: 3198.489502
	Iteration 128Q: 3 clusters Score -1915448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1915448.000000 Penalty: 3198.489502
	Iteration 129F: 3 clusters Score -1915448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 10651 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 30973 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 44457 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Entering Unmasked Estep 
Score: -54852388.000000 Penalty: 42999.515625
Splitting cluster 3 changes total score from -54851308.000000 to -54852388.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (10651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Entering Unmasked Estep 
Score: -1067013.375000 Penalty: 1506.928955
	Iteration 0F: 2 clusters Score -1067013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1059416.250000 Penalty: 3013.857910
	Iteration 0F: 3 clusters Score -1059416 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1062877.875000 Penalty: 3013.857910
	Iteration 1F: 3 clusters Score -1062878 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1064444.625000 Penalty: 3013.857910
	Iteration 2F: 3 clusters Score -1064445 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1065966.875000 Penalty: 3013.857910
	Iteration 3F: 3 clusters Score -1065967 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1067058.250000 Penalty: 3013.857910
	Iteration 4F: 3 clusters Score -1067058 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1067630.000000 Penalty: 3013.857910
	Iteration 5F: 3 clusters Score -1067630 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1067936.750000 Penalty: 3013.857910
	Iteration 6Q: 3 clusters Score -1067937 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1068239.750000 Penalty: 3013.857910
	Iteration 7Q: 3 clusters Score -1068240 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1068536.500000 Penalty: 3013.857910
	Iteration 8Q: 3 clusters Score -1068536 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1068699.625000 Penalty: 3013.857910
	Iteration 9Q: 3 clusters Score -1068700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1068776.875000 Penalty: 3013.857910
	Iteration 10Q: 3 clusters Score -1068777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1068811.625000 Penalty: 3013.857910
	Iteration 11Q: 3 clusters Score -1068812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1068829.375000 Penalty: 3013.857910
	Iteration 12Q: 3 clusters Score -1068829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1068840.625000 Penalty: 3013.857910
	Iteration 13Q: 3 clusters Score -1068841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1068848.750000 Penalty: 3013.857910
	Iteration 14Q: 3 clusters Score -1068849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1068854.875000 Penalty: 3013.857910
	Iteration 15Q: 3 clusters Score -1068855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1068858.500000 Penalty: 3013.857910
	Iteration 16Q: 3 clusters Score -1068858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1068857.375000 Penalty: 3013.857910
	Iteration 17Q: 3 clusters Score -1068857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1068860.375000 Penalty: 3013.857910
	Iteration 18Q: 3 clusters Score -1068860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1068861.875000 Penalty: 3013.857910
	Iteration 19Q: 3 clusters Score -1068862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1068861.875000 Penalty: 3013.857910
	Iteration 20F: 3 clusters Score -1068862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 30973 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 44457 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Entering Unmasked Estep 
Score: -54853600.000000 Penalty: 45149.492188
Splitting cluster 4 changes total score from -54851308.000000 to -54853600.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (63355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Entering Unmasked Estep 
Score: -6572559.000000 Penalty: 1796.682739
	Iteration 0F: 2 clusters Score -6572559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -6530238.500000 Penalty: 3593.365479
	Iteration 0F: 3 clusters Score -6530238 nChanged 29899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6546825.500000 Penalty: 3593.365479
	Iteration 1F: 3 clusters Score -6546826 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -6547451.500000 Penalty: 3593.365479
	Iteration 2Q: 3 clusters Score -6547452 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6548412.000000 Penalty: 3593.365479
	Iteration 3Q: 3 clusters Score -6548412 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -6549803.000000 Penalty: 3593.365479
	Iteration 4Q: 3 clusters Score -6549803 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -6551983.000000 Penalty: 3593.365479
	Iteration 5F: 3 clusters Score -6551983 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6555447.000000 Penalty: 3593.365479
	Iteration 6F: 3 clusters Score -6555447 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -6559621.500000 Penalty: 3593.365479
	Iteration 7F: 3 clusters Score -6559622 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -6564017.500000 Penalty: 3593.365479
	Iteration 8F: 3 clusters Score -6564018 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -6567149.000000 Penalty: 3593.365479
	Iteration 9F: 3 clusters Score -6567149 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -6568684.000000 Penalty: 3593.365479
	Iteration 10Q: 3 clusters Score -6568684 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -6569423.500000 Penalty: 3593.365479
	Iteration 11Q: 3 clusters Score -6569424 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -6569871.500000 Penalty: 3593.365479
	Iteration 12Q: 3 clusters Score -6569872 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -6570133.500000 Penalty: 3593.365479
	Iteration 13Q: 3 clusters Score -6570134 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6570320.000000 Penalty: 3593.365479
	Iteration 14Q: 3 clusters Score -6570320 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -6570443.000000 Penalty: 3593.365479
	Iteration 15Q: 3 clusters Score -6570443 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -6570512.500000 Penalty: 3593.365479
	Iteration 16Q: 3 clusters Score -6570512 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -6570581.000000 Penalty: 3593.365479
	Iteration 17Q: 3 clusters Score -6570581 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -6570629.000000 Penalty: 3593.365479
	Iteration 18Q: 3 clusters Score -6570629 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -6570661.500000 Penalty: 3593.365479
	Iteration 19Q: 3 clusters Score -6570662 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6570681.000000 Penalty: 3593.365479
	Iteration 20F: 3 clusters Score -6570681 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -6570694.500000 Penalty: 3593.365479
	Iteration 21Q: 3 clusters Score -6570694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -6570728.000000 Penalty: 3593.365479
	Iteration 22Q: 3 clusters Score -6570728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -6570757.000000 Penalty: 3593.365479
	Iteration 23Q: 3 clusters Score -6570757 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -6570764.500000 Penalty: 3593.365479
	Iteration 24Q: 3 clusters Score -6570764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -6570775.500000 Penalty: 3593.365479
	Iteration 25Q: 3 clusters Score -6570776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -6570783.000000 Penalty: 3593.365479
	Iteration 26Q: 3 clusters Score -6570783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -6570810.000000 Penalty: 3593.365479
	Iteration 27Q: 3 clusters Score -6570810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -6570805.000000 Penalty: 3593.365479
	Iteration 28Q: 3 clusters Score -6570805 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -6570825.500000 Penalty: 3593.365479
	Iteration 29Q: 3 clusters Score -6570826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -6570834.500000 Penalty: 3593.365479
	Iteration 30Q: 3 clusters Score -6570834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -6570846.000000 Penalty: 3593.365479
	Iteration 31Q: 3 clusters Score -6570846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -6570867.000000 Penalty: 3593.365479
	Iteration 32Q: 3 clusters Score -6570867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -6570880.000000 Penalty: 3593.365479
	Iteration 33Q: 3 clusters Score -6570880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -6570886.000000 Penalty: 3593.365479
	Iteration 34Q: 3 clusters Score -6570886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -6570877.000000 Penalty: 3593.365479
	Iteration 35Q: 3 clusters Score -6570877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -6570881.000000 Penalty: 3593.365479
	Iteration 36Q: 3 clusters Score -6570881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6570890.500000 Penalty: 3593.365479
	Iteration 37Q: 3 clusters Score -6570890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -6570894.000000 Penalty: 3593.365479
	Iteration 38Q: 3 clusters Score -6570894 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -6570887.500000 Penalty: 3593.365479
	Iteration 39Q: 3 clusters Score -6570888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -6570899.500000 Penalty: 3593.365479
	Iteration 40F: 3 clusters Score -6570900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -6570905.500000 Penalty: 3593.365479
	Iteration 41Q: 3 clusters Score -6570906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -6570928.000000 Penalty: 3593.365479
	Iteration 42Q: 3 clusters Score -6570928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -6570937.500000 Penalty: 3593.365479
	Iteration 43Q: 3 clusters Score -6570938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6570943.000000 Penalty: 3593.365479
	Iteration 44Q: 3 clusters Score -6570943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -6570950.500000 Penalty: 3593.365479
	Iteration 45Q: 3 clusters Score -6570950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6570950.500000 Penalty: 3593.365479
	Iteration 46Q: 3 clusters Score -6570950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -6570937.000000 Penalty: 3593.365479
	Iteration 47Q: 3 clusters Score -6570937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -6570949.500000 Penalty: 3593.365479
	Iteration 48Q: 3 clusters Score -6570950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -6570948.500000 Penalty: 3593.365479
	Iteration 49Q: 3 clusters Score -6570948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -6570955.000000 Penalty: 3593.365479
	Iteration 50Q: 3 clusters Score -6570955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -6570968.000000 Penalty: 3593.365479
	Iteration 51Q: 3 clusters Score -6570968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -6570966.000000 Penalty: 3593.365479
	Iteration 52Q: 3 clusters Score -6570966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -6570959.500000 Penalty: 3593.365479
	Iteration 53Q: 3 clusters Score -6570960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -6570968.000000 Penalty: 3593.365479
	Iteration 54Q: 3 clusters Score -6570968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -6570958.500000 Penalty: 3593.365479
	Iteration 55Q: 3 clusters Score -6570958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -6570959.000000 Penalty: 3593.365479
	Iteration 56Q: 3 clusters Score -6570959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -6570968.000000 Penalty: 3593.365479
	Iteration 57Q: 3 clusters Score -6570968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -6570970.000000 Penalty: 3593.365479
	Iteration 58Q: 3 clusters Score -6570970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -6570967.000000 Penalty: 3593.365479
	Iteration 59Q: 3 clusters Score -6570967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -6570972.000000 Penalty: 3593.365479
	Iteration 60F: 3 clusters Score -6570972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -6570971.000000 Penalty: 3593.365479
	Iteration 61Q: 3 clusters Score -6570971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -6570972.000000 Penalty: 3593.365479
	Iteration 62Q: 3 clusters Score -6570972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -6570966.500000 Penalty: 3593.365479
	Iteration 63Q: 3 clusters Score -6570966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -6570974.000000 Penalty: 3593.365479
	Iteration 64Q: 3 clusters Score -6570974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -6570976.500000 Penalty: 3593.365479
	Iteration 65Q: 3 clusters Score -6570976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -6570967.500000 Penalty: 3593.365479
	Iteration 66Q: 3 clusters Score -6570968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -6570972.500000 Penalty: 3593.365479
	Iteration 67Q: 3 clusters Score -6570972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -6570970.500000 Penalty: 3593.365479
	Iteration 68Q: 3 clusters Score -6570970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -6570968.000000 Penalty: 3593.365479
	Iteration 69Q: 3 clusters Score -6570968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -6570967.000000 Penalty: 3593.365479
	Iteration 70Q: 3 clusters Score -6570967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -6570968.500000 Penalty: 3593.365479
	Iteration 71Q: 3 clusters Score -6570968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -6570969.500000 Penalty: 3593.365479
	Iteration 72Q: 3 clusters Score -6570970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -6570965.500000 Penalty: 3593.365479
	Iteration 73Q: 3 clusters Score -6570966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -6570963.000000 Penalty: 3593.365479
	Iteration 74Q: 3 clusters Score -6570963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -6570961.000000 Penalty: 3593.365479
	Iteration 75Q: 3 clusters Score -6570961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -6570961.000000 Penalty: 3593.365479
	Iteration 76Q: 3 clusters Score -6570961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -6570956.000000 Penalty: 3593.365479
	Iteration 77Q: 3 clusters Score -6570956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -6570958.000000 Penalty: 3593.365479
	Iteration 78Q: 3 clusters Score -6570958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -6570958.000000 Penalty: 3593.365479
	Iteration 79Q: 3 clusters Score -6570958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -6570965.000000 Penalty: 3593.365479
	Iteration 80F: 3 clusters Score -6570965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -6570954.500000 Penalty: 3593.365479
	Iteration 81Q: 3 clusters Score -6570954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6570947.000000 Penalty: 3593.365479
	Iteration 82Q: 3 clusters Score -6570947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -6570950.000000 Penalty: 3593.365479
	Iteration 83Q: 3 clusters Score -6570950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6570946.000000 Penalty: 3593.365479
	Iteration 84Q: 3 clusters Score -6570946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -6570942.000000 Penalty: 3593.365479
	Iteration 85Q: 3 clusters Score -6570942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -6570942.500000 Penalty: 3593.365479
	Iteration 86Q: 3 clusters Score -6570942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -6570942.000000 Penalty: 3593.365479
	Iteration 87Q: 3 clusters Score -6570942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6570955.500000 Penalty: 3593.365479
	Iteration 88Q: 3 clusters Score -6570956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -6570955.000000 Penalty: 3593.365479
	Iteration 89Q: 3 clusters Score -6570955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -6570950.000000 Penalty: 3593.365479
	Iteration 90Q: 3 clusters Score -6570950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -6570950.000000 Penalty: 3593.365479
	Iteration 91F: 3 clusters Score -6570950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -770506.000000 Penalty: 1461.351196
	Iteration 0F: 2 clusters Score -770506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -764568.312500 Penalty: 2922.702393
	Iteration 0F: 3 clusters Score -764568.3 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -766765.500000 Penalty: 2922.702393
	Iteration 1F: 3 clusters Score -766765.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -767234.375000 Penalty: 2922.702393
	Iteration 2F: 3 clusters Score -767234.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -767656.375000 Penalty: 2922.702393
	Iteration 3F: 3 clusters Score -767656.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -768024.625000 Penalty: 2922.702393
	Iteration 4F: 3 clusters Score -768024.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -768343.687500 Penalty: 2922.702393
	Iteration 5F: 3 clusters Score -768343.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -768625.125000 Penalty: 2922.702393
	Iteration 6Q: 3 clusters Score -768625.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -768902.125000 Penalty: 2922.702393
	Iteration 7Q: 3 clusters Score -768902.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -769150.437500 Penalty: 2922.702393
	Iteration 8Q: 3 clusters Score -769150.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -769380.250000 Penalty: 2922.702393
	Iteration 9Q: 3 clusters Score -769380.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -769672.125000 Penalty: 2922.702393
	Iteration 10Q: 3 clusters Score -769672.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -769914.500000 Penalty: 2922.702393
	Iteration 11Q: 3 clusters Score -769914.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -770051.312500 Penalty: 2922.702393
	Iteration 12Q: 3 clusters Score -770051.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -770114.000000 Penalty: 2922.702393
	Iteration 13Q: 3 clusters Score -770114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -770155.062500 Penalty: 2922.702393
	Iteration 14Q: 3 clusters Score -770155.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -770173.437500 Penalty: 2922.702393
	Iteration 15Q: 3 clusters Score -770173.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -770185.375000 Penalty: 2922.702393
	Iteration 16Q: 3 clusters Score -770185.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -770194.312500 Penalty: 2922.702393
	Iteration 17Q: 3 clusters Score -770194.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -770193.750000 Penalty: 2922.702393
	Iteration 18Q: 3 clusters Score -770193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -770196.375000 Penalty: 2922.702393
	Iteration 19Q: 3 clusters Score -770196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -770197.375000 Penalty: 2922.702393
	Iteration 20F: 3 clusters Score -770197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -770198.750000 Penalty: 2922.702393
	Iteration 21Q: 3 clusters Score -770198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -770201.125000 Penalty: 2922.702393
	Iteration 22Q: 3 clusters Score -770201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -770201.437500 Penalty: 2922.702393
	Iteration 23Q: 3 clusters Score -770201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -770202.937500 Penalty: 2922.702393
	Iteration 24Q: 3 clusters Score -770202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -770202.062500 Penalty: 2922.702393
	Iteration 25Q: 3 clusters Score -770202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -770202.375000 Penalty: 2922.702393
	Iteration 26Q: 3 clusters Score -770202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -770202.687500 Penalty: 2922.702393
	Iteration 27Q: 3 clusters Score -770202.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -770202.687500 Penalty: 2922.702393
	Iteration 28F: 3 clusters Score -770202.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Entering Unmasked Estep 
Score: -1743350.875000 Penalty: 1587.951782
	Iteration 0F: 2 clusters Score -1743351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1731362.000000 Penalty: 3175.903564
	Iteration 0F: 3 clusters Score -1731362 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1735841.875000 Penalty: 3175.903564
	Iteration 1F: 3 clusters Score -1735842 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1736460.500000 Penalty: 3175.903564
	Iteration 2F: 3 clusters Score -1736460 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1737185.250000 Penalty: 3175.903564
	Iteration 3F: 3 clusters Score -1737185 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1737968.750000 Penalty: 3175.903564
	Iteration 4F: 3 clusters Score -1737969 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1738643.625000 Penalty: 3175.903564
	Iteration 5F: 3 clusters Score -1738644 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1739255.500000 Penalty: 3175.903564
	Iteration 6F: 3 clusters Score -1739256 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1739820.500000 Penalty: 3175.903564
	Iteration 7Q: 3 clusters Score -1739820 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1740343.125000 Penalty: 3175.903564
	Iteration 8Q: 3 clusters Score -1740343 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1740779.500000 Penalty: 3175.903564
	Iteration 9Q: 3 clusters Score -1740780 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1741170.125000 Penalty: 3175.903564
	Iteration 10Q: 3 clusters Score -1741170 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1741461.125000 Penalty: 3175.903564
	Iteration 11Q: 3 clusters Score -1741461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1741647.625000 Penalty: 3175.903564
	Iteration 12Q: 3 clusters Score -1741648 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1741800.625000 Penalty: 3175.903564
	Iteration 13Q: 3 clusters Score -1741801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1741913.000000 Penalty: 3175.903564
	Iteration 14Q: 3 clusters Score -1741913 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1741994.375000 Penalty: 3175.903564
	Iteration 15Q: 3 clusters Score -1741994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1742056.750000 Penalty: 3175.903564
	Iteration 16Q: 3 clusters Score -1742057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1742087.125000 Penalty: 3175.903564
	Iteration 17Q: 3 clusters Score -1742087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1742145.125000 Penalty: 3175.903564
	Iteration 18Q: 3 clusters Score -1742145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1742199.625000 Penalty: 3175.903564
	Iteration 19Q: 3 clusters Score -1742200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1742231.875000 Penalty: 3175.903564
	Iteration 20F: 3 clusters Score -1742232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1742270.875000 Penalty: 3175.903564
	Iteration 21Q: 3 clusters Score -1742271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1742307.500000 Penalty: 3175.903564
	Iteration 22Q: 3 clusters Score -1742308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1742339.500000 Penalty: 3175.903564
	Iteration 23Q: 3 clusters Score -1742340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1742361.250000 Penalty: 3175.903564
	Iteration 24Q: 3 clusters Score -1742361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1742369.875000 Penalty: 3175.903564
	Iteration 25Q: 3 clusters Score -1742370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1742380.250000 Penalty: 3175.903564
	Iteration 26Q: 3 clusters Score -1742380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1742389.625000 Penalty: 3175.903564
	Iteration 27Q: 3 clusters Score -1742390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1742400.000000 Penalty: 3175.903564
	Iteration 28Q: 3 clusters Score -1742400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1742407.625000 Penalty: 3175.903564
	Iteration 29Q: 3 clusters Score -1742408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1742418.125000 Penalty: 3175.903564
	Iteration 30Q: 3 clusters Score -1742418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1742426.625000 Penalty: 3175.903564
	Iteration 31Q: 3 clusters Score -1742427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1742431.375000 Penalty: 3175.903564
	Iteration 32Q: 3 clusters Score -1742431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1742441.125000 Penalty: 3175.903564
	Iteration 33Q: 3 clusters Score -1742441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1742449.000000 Penalty: 3175.903564
	Iteration 34Q: 3 clusters Score -1742449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1742459.375000 Penalty: 3175.903564
	Iteration 35Q: 3 clusters Score -1742459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1742465.125000 Penalty: 3175.903564
	Iteration 36Q: 3 clusters Score -1742465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1742466.875000 Penalty: 3175.903564
	Iteration 37Q: 3 clusters Score -1742467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1742468.375000 Penalty: 3175.903564
	Iteration 38Q: 3 clusters Score -1742468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1742473.375000 Penalty: 3175.903564
	Iteration 39Q: 3 clusters Score -1742473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1742477.000000 Penalty: 3175.903564
	Iteration 40F: 3 clusters Score -1742477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1742479.500000 Penalty: 3175.903564
	Iteration 41Q: 3 clusters Score -1742480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1742484.125000 Penalty: 3175.903564
	Iteration 42Q: 3 clusters Score -1742484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1742486.875000 Penalty: 3175.903564
	Iteration 43Q: 3 clusters Score -1742487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1742489.000000 Penalty: 3175.903564
	Iteration 44Q: 3 clusters Score -1742489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1742490.000000 Penalty: 3175.903564
	Iteration 45Q: 3 clusters Score -1742490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1742491.375000 Penalty: 3175.903564
	Iteration 46Q: 3 clusters Score -1742491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1742491.375000 Penalty: 3175.903564
	Iteration 47F: 3 clusters Score -1742491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Entering Unmasked Estep 
Score: -3089160.000000 Penalty: 1680.391479
	Iteration 0F: 2 clusters Score -3089160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3068372.750000 Penalty: 3360.782959
	Iteration 0F: 3 clusters Score -3068373 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3076832.000000 Penalty: 3360.782959
	Iteration 1F: 3 clusters Score -3076832 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3078303.500000 Penalty: 3360.782959
	Iteration 2F: 3 clusters Score -3078304 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3080641.750000 Penalty: 3360.782959
	Iteration 3F: 3 clusters Score -3080642 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3083750.000000 Penalty: 3360.782959
	Iteration 4F: 3 clusters Score -3083750 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3086963.500000 Penalty: 3360.782959
	Iteration 5F: 3 clusters Score -3086964 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3089448.500000 Penalty: 3360.782959
	Iteration 6F: 3 clusters Score -3089448 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3091034.750000 Penalty: 3360.782959
	Iteration 7F: 3 clusters Score -3091035 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3091977.750000 Penalty: 3360.782959
	Iteration 8Q: 3 clusters Score -3091978 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3092457.750000 Penalty: 3360.782959
	Iteration 9Q: 3 clusters Score -3092458 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3092686.750000 Penalty: 3360.782959
	Iteration 10Q: 3 clusters Score -3092687 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3092795.500000 Penalty: 3360.782959
	Iteration 11Q: 3 clusters Score -3092796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3092840.750000 Penalty: 3360.782959
	Iteration 12Q: 3 clusters Score -3092841 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3092862.500000 Penalty: 3360.782959
	Iteration 13Q: 3 clusters Score -3092862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3092869.250000 Penalty: 3360.782959
	Iteration 14Q: 3 clusters Score -3092869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3092876.750000 Penalty: 3360.782959
	Iteration 15Q: 3 clusters Score -3092877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3092883.500000 Penalty: 3360.782959
	Iteration 16Q: 3 clusters Score -3092884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3092889.500000 Penalty: 3360.782959
	Iteration 17Q: 3 clusters Score -3092890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3092889.000000 Penalty: 3360.782959
	Iteration 18Q: 3 clusters Score -3092889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3092891.250000 Penalty: 3360.782959
	Iteration 19Q: 3 clusters Score -3092891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3092894.000000 Penalty: 3360.782959
	Iteration 20F: 3 clusters Score -3092894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3092891.000000 Penalty: 3360.782959
	Iteration 21Q: 3 clusters Score -3092891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3092888.000000 Penalty: 3360.782959
	Iteration 22Q: 3 clusters Score -3092888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3092888.500000 Penalty: 3360.782959
	Iteration 23Q: 3 clusters Score -3092888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3092886.000000 Penalty: 3360.782959
	Iteration 24Q: 3 clusters Score -3092886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3092883.500000 Penalty: 3360.782959
	Iteration 25Q: 3 clusters Score -3092884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3092887.500000 Penalty: 3360.782959
	Iteration 26Q: 3 clusters Score -3092888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3092886.750000 Penalty: 3360.782959
	Iteration 27Q: 3 clusters Score -3092887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3092888.000000 Penalty: 3360.782959
	Iteration 28Q: 3 clusters Score -3092888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3092886.750000 Penalty: 3360.782959
	Iteration 29Q: 3 clusters Score -3092887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3092886.000000 Penalty: 3360.782959
	Iteration 30Q: 3 clusters Score -3092886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3092883.250000 Penalty: 3360.782959
	Iteration 31Q: 3 clusters Score -3092883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3092882.250000 Penalty: 3360.782959
	Iteration 32Q: 3 clusters Score -3092882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3092884.750000 Penalty: 3360.782959
	Iteration 33Q: 3 clusters Score -3092885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3092884.000000 Penalty: 3360.782959
	Iteration 34Q: 3 clusters Score -3092884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3092887.250000 Penalty: 3360.782959
	Iteration 35Q: 3 clusters Score -3092887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3092887.250000 Penalty: 3360.782959
	Iteration 36F: 3 clusters Score -3092887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 44457 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Entering Unmasked Estep 
Score: -54856920.000000 Penalty: 47299.468750
Splitting cluster 8 changes total score from -54851308.000000 to -54856920.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (23281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Entering Unmasked Estep 
Score: -2117865.000000 Penalty: 1634.001343
	Iteration 0F: 2 clusters Score -2117865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2102172.000000 Penalty: 3268.002686
	Iteration 0F: 3 clusters Score -2102172 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2109353.750000 Penalty: 3268.002686
	Iteration 1F: 3 clusters Score -2109354 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2111136.000000 Penalty: 3268.002686
	Iteration 2F: 3 clusters Score -2111136 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2112746.000000 Penalty: 3268.002686
	Iteration 3F: 3 clusters Score -2112746 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2114038.750000 Penalty: 3268.002686
	Iteration 4F: 3 clusters Score -2114039 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2115070.250000 Penalty: 3268.002686
	Iteration 5F: 3 clusters Score -2115070 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2115807.250000 Penalty: 3268.002686
	Iteration 6F: 3 clusters Score -2115807 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2116353.250000 Penalty: 3268.002686
	Iteration 7Q: 3 clusters Score -2116353 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2116799.750000 Penalty: 3268.002686
	Iteration 8Q: 3 clusters Score -2116800 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2117168.250000 Penalty: 3268.002686
	Iteration 9Q: 3 clusters Score -2117168 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2117542.500000 Penalty: 3268.002686
	Iteration 10Q: 3 clusters Score -2117542 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2117877.000000 Penalty: 3268.002686
	Iteration 11Q: 3 clusters Score -2117877 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2118148.250000 Penalty: 3268.002686
	Iteration 12Q: 3 clusters Score -2118148 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2118321.000000 Penalty: 3268.002686
	Iteration 13Q: 3 clusters Score -2118321 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2118455.750000 Penalty: 3268.002686
	Iteration 14Q: 3 clusters Score -2118456 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2118552.250000 Penalty: 3268.002686
	Iteration 15Q: 3 clusters Score -2118552 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2118603.750000 Penalty: 3268.002686
	Iteration 16Q: 3 clusters Score -2118604 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2118652.500000 Penalty: 3268.002686
	Iteration 17Q: 3 clusters Score -2118652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2118684.250000 Penalty: 3268.002686
	Iteration 18Q: 3 clusters Score -2118684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2118707.750000 Penalty: 3268.002686
	Iteration 19Q: 3 clusters Score -2118708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2118724.750000 Penalty: 3268.002686
	Iteration 20F: 3 clusters Score -2118725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2118737.250000 Penalty: 3268.002686
	Iteration 21Q: 3 clusters Score -2118737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2118744.250000 Penalty: 3268.002686
	Iteration 22Q: 3 clusters Score -2118744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2118752.750000 Penalty: 3268.002686
	Iteration 23Q: 3 clusters Score -2118753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2118753.500000 Penalty: 3268.002686
	Iteration 24Q: 3 clusters Score -2118754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2118763.750000 Penalty: 3268.002686
	Iteration 25Q: 3 clusters Score -2118764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2118767.000000 Penalty: 3268.002686
	Iteration 26Q: 3 clusters Score -2118767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2118772.750000 Penalty: 3268.002686
	Iteration 27Q: 3 clusters Score -2118773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2118767.750000 Penalty: 3268.002686
	Iteration 28Q: 3 clusters Score -2118768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2118771.250000 Penalty: 3268.002686
	Iteration 29Q: 3 clusters Score -2118771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2118774.750000 Penalty: 3268.002686
	Iteration 30Q: 3 clusters Score -2118775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2118778.250000 Penalty: 3268.002686
	Iteration 31Q: 3 clusters Score -2118778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2118779.000000 Penalty: 3268.002686
	Iteration 32Q: 3 clusters Score -2118779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2118779.250000 Penalty: 3268.002686
	Iteration 33Q: 3 clusters Score -2118779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2118784.500000 Penalty: 3268.002686
	Iteration 34Q: 3 clusters Score -2118784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2118780.500000 Penalty: 3268.002686
	Iteration 35Q: 3 clusters Score -2118780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2118781.250000 Penalty: 3268.002686
	Iteration 36Q: 3 clusters Score -2118781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2118783.500000 Penalty: 3268.002686
	Iteration 37Q: 3 clusters Score -2118784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2118781.250000 Penalty: 3268.002686
	Iteration 38Q: 3 clusters Score -2118781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2118780.250000 Penalty: 3268.002686
	Iteration 39Q: 3 clusters Score -2118780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2118777.750000 Penalty: 3268.002686
	Iteration 40F: 3 clusters Score -2118778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2118780.750000 Penalty: 3268.002686
	Iteration 41Q: 3 clusters Score -2118781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2118780.250000 Penalty: 3268.002686
	Iteration 42Q: 3 clusters Score -2118780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2118778.000000 Penalty: 3268.002686
	Iteration 43Q: 3 clusters Score -2118778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2118778.000000 Penalty: 3268.002686
	Iteration 44F: 3 clusters Score -2118778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 44457 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Entering Unmasked Estep 
Score: -54857304.000000 Penalty: 49449.445312
Splitting cluster 9 changes total score from -54851308.000000 to -54857304.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -471260.687500 Penalty: 1378.859497
	Iteration 0F: 2 clusters Score -471260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -467440.562500 Penalty: 2757.718994
	Iteration 0F: 3 clusters Score -467440.6 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -468510.531250 Penalty: 2757.718994
	Iteration 1F: 3 clusters Score -468510.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -468709.343750 Penalty: 2757.718994
	Iteration 2F: 3 clusters Score -468709.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -468824.156250 Penalty: 2757.718994
	Iteration 3F: 3 clusters Score -468824.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -468918.468750 Penalty: 2757.718994
	Iteration 4Q: 3 clusters Score -468918.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -469006.062500 Penalty: 2757.718994
	Iteration 5Q: 3 clusters Score -469006.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -469094.000000 Penalty: 2757.718994
	Iteration 6Q: 3 clusters Score -469094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -469172.156250 Penalty: 2757.718994
	Iteration 7Q: 3 clusters Score -469172.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -469233.312500 Penalty: 2757.718994
	Iteration 8Q: 3 clusters Score -469233.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -469280.125000 Penalty: 2757.718994
	Iteration 9Q: 3 clusters Score -469280.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -469322.000000 Penalty: 2757.718994
	Iteration 10Q: 3 clusters Score -469322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -469367.375000 Penalty: 2757.718994
	Iteration 11Q: 3 clusters Score -469367.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -469409.000000 Penalty: 2757.718994
	Iteration 12Q: 3 clusters Score -469409 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -469461.812500 Penalty: 2757.718994
	Iteration 13Q: 3 clusters Score -469461.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -469511.125000 Penalty: 2757.718994
	Iteration 14Q: 3 clusters Score -469511.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -469567.187500 Penalty: 2757.718994
	Iteration 15Q: 3 clusters Score -469567.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -469606.031250 Penalty: 2757.718994
	Iteration 16Q: 3 clusters Score -469606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -469639.781250 Penalty: 2757.718994
	Iteration 17Q: 3 clusters Score -469639.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -469685.468750 Penalty: 2757.718994
	Iteration 18Q: 3 clusters Score -469685.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -469723.281250 Penalty: 2757.718994
	Iteration 19Q: 3 clusters Score -469723.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -469754.937500 Penalty: 2757.718994
	Iteration 20F: 3 clusters Score -469754.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -469785.562500 Penalty: 2757.718994
	Iteration 21Q: 3 clusters Score -469785.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -469808.843750 Penalty: 2757.718994
	Iteration 22Q: 3 clusters Score -469808.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -469828.000000 Penalty: 2757.718994
	Iteration 23Q: 3 clusters Score -469828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -469852.000000 Penalty: 2757.718994
	Iteration 24Q: 3 clusters Score -469852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -469868.406250 Penalty: 2757.718994
	Iteration 25Q: 3 clusters Score -469868.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -469884.281250 Penalty: 2757.718994
	Iteration 26Q: 3 clusters Score -469884.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -469898.750000 Penalty: 2757.718994
	Iteration 27Q: 3 clusters Score -469898.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -469910.500000 Penalty: 2757.718994
	Iteration 28Q: 3 clusters Score -469910.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469920.843750 Penalty: 2757.718994
	Iteration 29Q: 3 clusters Score -469920.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -469929.562500 Penalty: 2757.718994
	Iteration 30Q: 3 clusters Score -469929.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -469942.718750 Penalty: 2757.718994
	Iteration 31Q: 3 clusters Score -469942.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -469963.906250 Penalty: 2757.718994
	Iteration 32Q: 3 clusters Score -469963.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -469991.875000 Penalty: 2757.718994
	Iteration 33Q: 3 clusters Score -469991.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -470025.625000 Penalty: 2757.718994
	Iteration 34Q: 3 clusters Score -470025.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -470056.718750 Penalty: 2757.718994
	Iteration 35Q: 3 clusters Score -470056.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -470096.062500 Penalty: 2757.718994
	Iteration 36Q: 3 clusters Score -470096.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -470127.062500 Penalty: 2757.718994
	Iteration 37Q: 3 clusters Score -470127.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -470152.812500 Penalty: 2757.718994
	Iteration 38Q: 3 clusters Score -470152.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -470181.062500 Penalty: 2757.718994
	Iteration 39Q: 3 clusters Score -470181.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -470207.250000 Penalty: 2757.718994
	Iteration 40F: 3 clusters Score -470207.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -470232.312500 Penalty: 2757.718994
	Iteration 41Q: 3 clusters Score -470232.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -470258.218750 Penalty: 2757.718994
	Iteration 42Q: 3 clusters Score -470258.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -470287.093750 Penalty: 2757.718994
	Iteration 43Q: 3 clusters Score -470287.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -470316.031250 Penalty: 2757.718994
	Iteration 44Q: 3 clusters Score -470316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -470343.781250 Penalty: 2757.718994
	Iteration 45Q: 3 clusters Score -470343.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -470369.562500 Penalty: 2757.718994
	Iteration 46Q: 3 clusters Score -470369.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -470390.093750 Penalty: 2757.718994
	Iteration 47Q: 3 clusters Score -470390.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -470419.375000 Penalty: 2757.718994
	Iteration 48Q: 3 clusters Score -470419.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -470433.531250 Penalty: 2757.718994
	Iteration 49Q: 3 clusters Score -470433.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -470448.656250 Penalty: 2757.718994
	Iteration 50Q: 3 clusters Score -470448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -470460.375000 Penalty: 2757.718994
	Iteration 51Q: 3 clusters Score -470460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -470470.531250 Penalty: 2757.718994
	Iteration 52Q: 3 clusters Score -470470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -470474.406250 Penalty: 2757.718994
	Iteration 53Q: 3 clusters Score -470474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -470480.687500 Penalty: 2757.718994
	Iteration 54Q: 3 clusters Score -470480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -470484.312500 Penalty: 2757.718994
	Iteration 55Q: 3 clusters Score -470484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -470485.718750 Penalty: 2757.718994
	Iteration 56Q: 3 clusters Score -470485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -470486.125000 Penalty: 2757.718994
	Iteration 57Q: 3 clusters Score -470486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -470486.625000 Penalty: 2757.718994
	Iteration 58Q: 3 clusters Score -470486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -470489.125000 Penalty: 2757.718994
	Iteration 59Q: 3 clusters Score -470489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -470492.375000 Penalty: 2757.718994
	Iteration 60F: 3 clusters Score -470492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -470494.562500 Penalty: 2757.718994
	Iteration 61Q: 3 clusters Score -470494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -470496.718750 Penalty: 2757.718994
	Iteration 62Q: 3 clusters Score -470496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -470497.562500 Penalty: 2757.718994
	Iteration 63Q: 3 clusters Score -470497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -470497.437500 Penalty: 2757.718994
	Iteration 64Q: 3 clusters Score -470497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -470497.437500 Penalty: 2757.718994
	Iteration 65F: 3 clusters Score -470497.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Entering Unmasked Estep 
Score: -4448449.000000 Penalty: 1739.120239
	Iteration 0F: 2 clusters Score -4448449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4418797.000000 Penalty: 3478.240479
	Iteration 0F: 3 clusters Score -4418797 nChanged 20667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4431042.000000 Penalty: 3478.240479
	Iteration 1F: 3 clusters Score -4431042 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4432329.000000 Penalty: 3478.240479
	Iteration 2F: 3 clusters Score -4432329 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4433995.500000 Penalty: 3478.240479
	Iteration 3F: 3 clusters Score -4433996 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4435808.500000 Penalty: 3478.240479
	Iteration 4F: 3 clusters Score -4435808 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4437677.500000 Penalty: 3478.240479
	Iteration 5F: 3 clusters Score -4437678 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4439596.500000 Penalty: 3478.240479
	Iteration 6F: 3 clusters Score -4439596 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4441545.500000 Penalty: 3478.240479
	Iteration 7F: 3 clusters Score -4441546 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4443147.000000 Penalty: 3478.240479
	Iteration 8F: 3 clusters Score -4443147 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4444476.000000 Penalty: 3478.240479
	Iteration 9Q: 3 clusters Score -4444476 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -4445595.000000 Penalty: 3478.240479
	Iteration 10Q: 3 clusters Score -4445595 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4446500.000000 Penalty: 3478.240479
	Iteration 11Q: 3 clusters Score -4446500 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4447231.000000 Penalty: 3478.240479
	Iteration 12Q: 3 clusters Score -4447231 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4447924.000000 Penalty: 3478.240479
	Iteration 13Q: 3 clusters Score -4447924 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4448551.000000 Penalty: 3478.240479
	Iteration 14Q: 3 clusters Score -4448551 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4449006.000000 Penalty: 3478.240479
	Iteration 15Q: 3 clusters Score -4449006 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4449337.000000 Penalty: 3478.240479
	Iteration 16Q: 3 clusters Score -4449337 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4449551.500000 Penalty: 3478.240479
	Iteration 17Q: 3 clusters Score -4449552 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4449643.500000 Penalty: 3478.240479
	Iteration 18Q: 3 clusters Score -4449644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4449698.500000 Penalty: 3478.240479
	Iteration 19Q: 3 clusters Score -4449698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4449714.000000 Penalty: 3478.240479
	Iteration 20F: 3 clusters Score -4449714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4449719.000000 Penalty: 3478.240479
	Iteration 21Q: 3 clusters Score -4449719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4449727.500000 Penalty: 3478.240479
	Iteration 22Q: 3 clusters Score -4449728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4449721.000000 Penalty: 3478.240479
	Iteration 23Q: 3 clusters Score -4449721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4449719.500000 Penalty: 3478.240479
	Iteration 24Q: 3 clusters Score -4449720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4449728.000000 Penalty: 3478.240479
	Iteration 25Q: 3 clusters Score -4449728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4449725.000000 Penalty: 3478.240479
	Iteration 26Q: 3 clusters Score -4449725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4449725.500000 Penalty: 3478.240479
	Iteration 27Q: 3 clusters Score -4449726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4449727.000000 Penalty: 3478.240479
	Iteration 28Q: 3 clusters Score -4449727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4449732.000000 Penalty: 3478.240479
	Iteration 29Q: 3 clusters Score -4449732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4449732.000000 Penalty: 3478.240479
	Iteration 30Q: 3 clusters Score -4449732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4449733.500000 Penalty: 3478.240479
	Iteration 31Q: 3 clusters Score -4449734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4449733.500000 Penalty: 3478.240479
	Iteration 32Q: 3 clusters Score -4449734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4449728.000000 Penalty: 3478.240479
	Iteration 33Q: 3 clusters Score -4449728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4449726.000000 Penalty: 3478.240479
	Iteration 34Q: 3 clusters Score -4449726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4449729.500000 Penalty: 3478.240479
	Iteration 35Q: 3 clusters Score -4449730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4449728.500000 Penalty: 3478.240479
	Iteration 36Q: 3 clusters Score -4449728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4449728.500000 Penalty: 3478.240479
	Iteration 37F: 3 clusters Score -4449728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Entering Unmasked Estep 
Score: -54858312.000000 Penalty: 51599.417969
Splitting cluster 11 changes total score from -54851308.000000 to -54858312.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (12785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Entering Unmasked Estep 
Score: -1298452.375000 Penalty: 1536.604492
	Iteration 0F: 2 clusters Score -1298452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1289558.250000 Penalty: 3073.208984
	Iteration 0F: 3 clusters Score -1289558 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1292672.125000 Penalty: 3073.208984
	Iteration 1F: 3 clusters Score -1292672 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1293078.250000 Penalty: 3073.208984
	Iteration 2F: 3 clusters Score -1293078 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1293488.000000 Penalty: 3073.208984
	Iteration 3F: 3 clusters Score -1293488 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1293929.625000 Penalty: 3073.208984
	Iteration 4F: 3 clusters Score -1293930 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1294528.375000 Penalty: 3073.208984
	Iteration 5F: 3 clusters Score -1294528 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1295380.375000 Penalty: 3073.208984
	Iteration 6F: 3 clusters Score -1295380 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1296284.500000 Penalty: 3073.208984
	Iteration 7F: 3 clusters Score -1296284 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1296943.875000 Penalty: 3073.208984
	Iteration 8F: 3 clusters Score -1296944 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1297258.625000 Penalty: 3073.208984
	Iteration 9Q: 3 clusters Score -1297259 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1297393.500000 Penalty: 3073.208984
	Iteration 10Q: 3 clusters Score -1297394 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1297458.000000 Penalty: 3073.208984
	Iteration 11Q: 3 clusters Score -1297458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1297489.500000 Penalty: 3073.208984
	Iteration 12Q: 3 clusters Score -1297490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1297505.375000 Penalty: 3073.208984
	Iteration 13Q: 3 clusters Score -1297505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1297511.375000 Penalty: 3073.208984
	Iteration 14Q: 3 clusters Score -1297511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1297518.625000 Penalty: 3073.208984
	Iteration 15Q: 3 clusters Score -1297519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1297523.375000 Penalty: 3073.208984
	Iteration 16Q: 3 clusters Score -1297523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1297527.000000 Penalty: 3073.208984
	Iteration 17Q: 3 clusters Score -1297527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1297532.750000 Penalty: 3073.208984
	Iteration 18Q: 3 clusters Score -1297533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1297536.000000 Penalty: 3073.208984
	Iteration 19Q: 3 clusters Score -1297536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1297538.250000 Penalty: 3073.208984
	Iteration 20F: 3 clusters Score -1297538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1297541.125000 Penalty: 3073.208984
	Iteration 21Q: 3 clusters Score -1297541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1297539.125000 Penalty: 3073.208984
	Iteration 22Q: 3 clusters Score -1297539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1297537.500000 Penalty: 3073.208984
	Iteration 23Q: 3 clusters Score -1297538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1297538.500000 Penalty: 3073.208984
	Iteration 24Q: 3 clusters Score -1297538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1297541.625000 Penalty: 3073.208984
	Iteration 25Q: 3 clusters Score -1297542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1297546.875000 Penalty: 3073.208984
	Iteration 26Q: 3 clusters Score -1297547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1297548.250000 Penalty: 3073.208984
	Iteration 27Q: 3 clusters Score -1297548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1297551.000000 Penalty: 3073.208984
	Iteration 28Q: 3 clusters Score -1297551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1297551.750000 Penalty: 3073.208984
	Iteration 29Q: 3 clusters Score -1297552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1297553.625000 Penalty: 3073.208984
	Iteration 30Q: 3 clusters Score -1297554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1297552.750000 Penalty: 3073.208984
	Iteration 31Q: 3 clusters Score -1297553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1297551.750000 Penalty: 3073.208984
	Iteration 32Q: 3 clusters Score -1297552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1297552.750000 Penalty: 3073.208984
	Iteration 33Q: 3 clusters Score -1297553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1297554.250000 Penalty: 3073.208984
	Iteration 34Q: 3 clusters Score -1297554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1297551.000000 Penalty: 3073.208984
	Iteration 35Q: 3 clusters Score -1297551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1297554.375000 Penalty: 3073.208984
	Iteration 36Q: 3 clusters Score -1297554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1297552.625000 Penalty: 3073.208984
	Iteration 37Q: 3 clusters Score -1297553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1297560.625000 Penalty: 3073.208984
	Iteration 38Q: 3 clusters Score -1297561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1297570.250000 Penalty: 3073.208984
	Iteration 39Q: 3 clusters Score -1297570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1297575.000000 Penalty: 3073.208984
	Iteration 40F: 3 clusters Score -1297575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1297582.625000 Penalty: 3073.208984
	Iteration 41Q: 3 clusters Score -1297583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1297584.000000 Penalty: 3073.208984
	Iteration 42Q: 3 clusters Score -1297584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1297588.625000 Penalty: 3073.208984
	Iteration 43Q: 3 clusters Score -1297589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1297590.125000 Penalty: 3073.208984
	Iteration 44Q: 3 clusters Score -1297590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1297586.500000 Penalty: 3073.208984
	Iteration 45Q: 3 clusters Score -1297586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1297588.500000 Penalty: 3073.208984
	Iteration 46Q: 3 clusters Score -1297588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1297594.375000 Penalty: 3073.208984
	Iteration 47Q: 3 clusters Score -1297594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1297597.500000 Penalty: 3073.208984
	Iteration 48Q: 3 clusters Score -1297598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1297599.875000 Penalty: 3073.208984
	Iteration 49Q: 3 clusters Score -1297600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1297602.500000 Penalty: 3073.208984
	Iteration 50Q: 3 clusters Score -1297602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1297602.125000 Penalty: 3073.208984
	Iteration 51Q: 3 clusters Score -1297602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1297604.625000 Penalty: 3073.208984
	Iteration 52Q: 3 clusters Score -1297605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1297608.625000 Penalty: 3073.208984
	Iteration 53Q: 3 clusters Score -1297609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1297605.125000 Penalty: 3073.208984
	Iteration 54Q: 3 clusters Score -1297605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1297608.375000 Penalty: 3073.208984
	Iteration 55Q: 3 clusters Score -1297608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1297606.000000 Penalty: 3073.208984
	Iteration 56Q: 3 clusters Score -1297606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1297609.750000 Penalty: 3073.208984
	Iteration 57Q: 3 clusters Score -1297610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1297609.875000 Penalty: 3073.208984
	Iteration 58Q: 3 clusters Score -1297610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1297606.875000 Penalty: 3073.208984
	Iteration 59Q: 3 clusters Score -1297607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1297607.375000 Penalty: 3073.208984
	Iteration 60F: 3 clusters Score -1297607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1297607.500000 Penalty: 3073.208984
	Iteration 61Q: 3 clusters Score -1297608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1297607.625000 Penalty: 3073.208984
	Iteration 62Q: 3 clusters Score -1297608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1297607.500000 Penalty: 3073.208984
	Iteration 63Q: 3 clusters Score -1297608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1297607.500000 Penalty: 3073.208984
	Iteration 64F: 3 clusters Score -1297608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Entering Unmasked Estep 
Score: -784655.562500 Penalty: 1483.624512
	Iteration 0F: 2 clusters Score -784655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -778098.375000 Penalty: 2967.249023
	Iteration 0F: 3 clusters Score -778098.4 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -781290.375000 Penalty: 2967.249023
	Iteration 1F: 3 clusters Score -781290.4 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -782541.000000 Penalty: 2967.249023
	Iteration 2F: 3 clusters Score -782541 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -783232.812500 Penalty: 2967.249023
	Iteration 3F: 3 clusters Score -783232.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -783616.500000 Penalty: 2967.249023
	Iteration 4F: 3 clusters Score -783616.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -783942.812500 Penalty: 2967.249023
	Iteration 5Q: 3 clusters Score -783942.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -784253.062500 Penalty: 2967.249023
	Iteration 6Q: 3 clusters Score -784253.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -784546.437500 Penalty: 2967.249023
	Iteration 7Q: 3 clusters Score -784546.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -784795.125000 Penalty: 2967.249023
	Iteration 8Q: 3 clusters Score -784795.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -785001.125000 Penalty: 2967.249023
	Iteration 9Q: 3 clusters Score -785001.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -785136.187500 Penalty: 2967.249023
	Iteration 10Q: 3 clusters Score -785136.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -785225.000000 Penalty: 2967.249023
	Iteration 11Q: 3 clusters Score -785225 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -785308.562500 Penalty: 2967.249023
	Iteration 12Q: 3 clusters Score -785308.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -785385.312500 Penalty: 2967.249023
	Iteration 13Q: 3 clusters Score -785385.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -785451.375000 Penalty: 2967.249023
	Iteration 14Q: 3 clusters Score -785451.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -785485.187500 Penalty: 2967.249023
	Iteration 15Q: 3 clusters Score -785485.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -785515.375000 Penalty: 2967.249023
	Iteration 16Q: 3 clusters Score -785515.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -785541.875000 Penalty: 2967.249023
	Iteration 17Q: 3 clusters Score -785541.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -785557.500000 Penalty: 2967.249023
	Iteration 18Q: 3 clusters Score -785557.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -785569.750000 Penalty: 2967.249023
	Iteration 19Q: 3 clusters Score -785569.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -785586.062500 Penalty: 2967.249023
	Iteration 20F: 3 clusters Score -785586.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -785600.937500 Penalty: 2967.249023
	Iteration 21Q: 3 clusters Score -785600.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -785641.375000 Penalty: 2967.249023
	Iteration 22Q: 3 clusters Score -785641.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -785676.500000 Penalty: 2967.249023
	Iteration 23Q: 3 clusters Score -785676.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -785734.312500 Penalty: 2967.249023
	Iteration 24Q: 3 clusters Score -785734.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -785856.687500 Penalty: 2967.249023
	Iteration 25Q: 3 clusters Score -785856.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -786018.937500 Penalty: 2967.249023
	Iteration 26Q: 3 clusters Score -786018.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -786201.062500 Penalty: 2967.249023
	Iteration 27Q: 3 clusters Score -786201.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -786397.687500 Penalty: 2967.249023
	Iteration 28Q: 3 clusters Score -786397.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -786569.500000 Penalty: 2967.249023
	Iteration 29Q: 3 clusters Score -786569.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -786722.687500 Penalty: 2967.249023
	Iteration 30Q: 3 clusters Score -786722.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -786859.750000 Penalty: 2967.249023
	Iteration 31Q: 3 clusters Score -786859.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -787086.750000 Penalty: 2967.249023
	Iteration 32Q: 3 clusters Score -787086.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -787381.250000 Penalty: 2967.249023
	Iteration 33Q: 3 clusters Score -787381.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -787701.062500 Penalty: 2967.249023
	Iteration 34Q: 3 clusters Score -787701.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -787906.312500 Penalty: 2967.249023
	Iteration 35Q: 3 clusters Score -787906.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -788024.875000 Penalty: 2967.249023
	Iteration 36Q: 3 clusters Score -788024.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -788127.125000 Penalty: 2967.249023
	Iteration 37Q: 3 clusters Score -788127.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -788216.000000 Penalty: 2967.249023
	Iteration 38Q: 3 clusters Score -788216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -788326.500000 Penalty: 2967.249023
	Iteration 39Q: 3 clusters Score -788326.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -788604.000000 Penalty: 2967.249023
	Iteration 40F: 3 clusters Score -788604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -789132.812500 Penalty: 2967.249023
	Iteration 41Q: 3 clusters Score -789132.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -789214.125000 Penalty: 2967.249023
	Iteration 42Q: 3 clusters Score -789214.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -789242.500000 Penalty: 2967.249023
	Iteration 43Q: 3 clusters Score -789242.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -789255.750000 Penalty: 2967.249023
	Iteration 44Q: 3 clusters Score -789255.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -789265.062500 Penalty: 2967.249023
	Iteration 45Q: 3 clusters Score -789265.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -789272.687500 Penalty: 2967.249023
	Iteration 46Q: 3 clusters Score -789272.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -789274.625000 Penalty: 2967.249023
	Iteration 47Q: 3 clusters Score -789274.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -789281.000000 Penalty: 2967.249023
	Iteration 48Q: 3 clusters Score -789281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -789284.437500 Penalty: 2967.249023
	Iteration 49Q: 3 clusters Score -789284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -789285.937500 Penalty: 2967.249023
	Iteration 50Q: 3 clusters Score -789285.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -789289.750000 Penalty: 2967.249023
	Iteration 51Q: 3 clusters Score -789289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -789291.750000 Penalty: 2967.249023
	Iteration 52Q: 3 clusters Score -789291.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -789293.562500 Penalty: 2967.249023
	Iteration 53Q: 3 clusters Score -789293.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -789298.312500 Penalty: 2967.249023
	Iteration 54Q: 3 clusters Score -789298.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -789301.312500 Penalty: 2967.249023
	Iteration 55Q: 3 clusters Score -789301.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -789307.937500 Penalty: 2967.249023
	Iteration 56Q: 3 clusters Score -789307.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -789315.062500 Penalty: 2967.249023
	Iteration 57Q: 3 clusters Score -789315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -789318.375000 Penalty: 2967.249023
	Iteration 58Q: 3 clusters Score -789318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -789324.625000 Penalty: 2967.249023
	Iteration 59Q: 3 clusters Score -789324.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -789331.750000 Penalty: 2967.249023
	Iteration 60F: 3 clusters Score -789331.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -789337.062500 Penalty: 2967.249023
	Iteration 61Q: 3 clusters Score -789337.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -789341.125000 Penalty: 2967.249023
	Iteration 62Q: 3 clusters Score -789341.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -789347.062500 Penalty: 2967.249023
	Iteration 63Q: 3 clusters Score -789347.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -789349.125000 Penalty: 2967.249023
	Iteration 64Q: 3 clusters Score -789349.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -789352.500000 Penalty: 2967.249023
	Iteration 65Q: 3 clusters Score -789352.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -789351.750000 Penalty: 2967.249023
	Iteration 66Q: 3 clusters Score -789351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -789357.187500 Penalty: 2967.249023
	Iteration 67Q: 3 clusters Score -789357.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -789360.500000 Penalty: 2967.249023
	Iteration 68Q: 3 clusters Score -789360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -789362.062500 Penalty: 2967.249023
	Iteration 69Q: 3 clusters Score -789362.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -789363.812500 Penalty: 2967.249023
	Iteration 70Q: 3 clusters Score -789363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -789368.750000 Penalty: 2967.249023
	Iteration 71Q: 3 clusters Score -789368.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -789376.687500 Penalty: 2967.249023
	Iteration 72Q: 3 clusters Score -789376.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -789382.937500 Penalty: 2967.249023
	Iteration 73Q: 3 clusters Score -789382.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -789389.375000 Penalty: 2967.249023
	Iteration 74Q: 3 clusters Score -789389.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -789401.750000 Penalty: 2967.249023
	Iteration 75Q: 3 clusters Score -789401.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -789415.250000 Penalty: 2967.249023
	Iteration 76Q: 3 clusters Score -789415.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -789430.875000 Penalty: 2967.249023
	Iteration 77Q: 3 clusters Score -789430.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -789446.125000 Penalty: 2967.249023
	Iteration 78Q: 3 clusters Score -789446.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -789462.937500 Penalty: 2967.249023
	Iteration 79Q: 3 clusters Score -789462.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -789472.875000 Penalty: 2967.249023
	Iteration 80F: 3 clusters Score -789472.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -789479.625000 Penalty: 2967.249023
	Iteration 81Q: 3 clusters Score -789479.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -789490.937500 Penalty: 2967.249023
	Iteration 82Q: 3 clusters Score -789490.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -789501.125000 Penalty: 2967.249023
	Iteration 83Q: 3 clusters Score -789501.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -789511.312500 Penalty: 2967.249023
	Iteration 84Q: 3 clusters Score -789511.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -789517.937500 Penalty: 2967.249023
	Iteration 85Q: 3 clusters Score -789517.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -789526.312500 Penalty: 2967.249023
	Iteration 86Q: 3 clusters Score -789526.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -789535.062500 Penalty: 2967.249023
	Iteration 87Q: 3 clusters Score -789535.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -789537.062500 Penalty: 2967.249023
	Iteration 88Q: 3 clusters Score -789537.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -789542.875000 Penalty: 2967.249023
	Iteration 89Q: 3 clusters Score -789542.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -789550.437500 Penalty: 2967.249023
	Iteration 90Q: 3 clusters Score -789550.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -789555.062500 Penalty: 2967.249023
	Iteration 91Q: 3 clusters Score -789555.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -789562.687500 Penalty: 2967.249023
	Iteration 92Q: 3 clusters Score -789562.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -789569.500000 Penalty: 2967.249023
	Iteration 93Q: 3 clusters Score -789569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -789578.312500 Penalty: 2967.249023
	Iteration 94Q: 3 clusters Score -789578.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -789586.625000 Penalty: 2967.249023
	Iteration 95Q: 3 clusters Score -789586.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -789592.437500 Penalty: 2967.249023
	Iteration 96Q: 3 clusters Score -789592.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -789599.125000 Penalty: 2967.249023
	Iteration 97Q: 3 clusters Score -789599.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -789600.812500 Penalty: 2967.249023
	Iteration 98Q: 3 clusters Score -789600.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -789606.500000 Penalty: 2967.249023
	Iteration 99Q: 3 clusters Score -789606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -789611.187500 Penalty: 2967.249023
	Iteration 100F: 3 clusters Score -789611.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -789618.312500 Penalty: 2967.249023
	Iteration 101Q: 3 clusters Score -789618.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -789627.937500 Penalty: 2967.249023
	Iteration 102Q: 3 clusters Score -789627.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -789631.687500 Penalty: 2967.249023
	Iteration 103Q: 3 clusters Score -789631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -789634.375000 Penalty: 2967.249023
	Iteration 104Q: 3 clusters Score -789634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -789635.187500 Penalty: 2967.249023
	Iteration 105Q: 3 clusters Score -789635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -789634.625000 Penalty: 2967.249023
	Iteration 106Q: 3 clusters Score -789634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -789634.875000 Penalty: 2967.249023
	Iteration 107Q: 3 clusters Score -789634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -789635.125000 Penalty: 2967.249023
	Iteration 108Q: 3 clusters Score -789635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -789636.062500 Penalty: 2967.249023
	Iteration 109Q: 3 clusters Score -789636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -789635.687500 Penalty: 2967.249023
	Iteration 110Q: 3 clusters Score -789635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -789635.812500 Penalty: 2967.249023
	Iteration 111Q: 3 clusters Score -789635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -789636.562500 Penalty: 2967.249023
	Iteration 112Q: 3 clusters Score -789636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -789636.437500 Penalty: 2967.249023
	Iteration 113Q: 3 clusters Score -789636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -789637.937500 Penalty: 2967.249023
	Iteration 114Q: 3 clusters Score -789637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -789640.750000 Penalty: 2967.249023
	Iteration 115Q: 3 clusters Score -789640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -789639.812500 Penalty: 2967.249023
	Iteration 116Q: 3 clusters Score -789639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -789640.562500 Penalty: 2967.249023
	Iteration 117Q: 3 clusters Score -789640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -789641.812500 Penalty: 2967.249023
	Iteration 118Q: 3 clusters Score -789641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -789642.625000 Penalty: 2967.249023
	Iteration 119Q: 3 clusters Score -789642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -789642.062500 Penalty: 2967.249023
	Iteration 120F: 3 clusters Score -789642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -789642.000000 Penalty: 2967.249023
	Iteration 121Q: 3 clusters Score -789642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -789641.875000 Penalty: 2967.249023
	Iteration 122Q: 3 clusters Score -789641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -789642.937500 Penalty: 2967.249023
	Iteration 123Q: 3 clusters Score -789642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -789642.937500 Penalty: 2967.249023
	Iteration 124F: 3 clusters Score -789642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 3757 members 
Entering Unmasked Estep 
Score: -54862552.000000 Penalty: 53749.394531
Splitting cluster 13 changes total score from -54851308.000000 to -54862552.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (23524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Entering Unmasked Estep 
Score: -2412666.500000 Penalty: 1635.688721
	Iteration 0F: 2 clusters Score -2412666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2396816.250000 Penalty: 3271.377441
	Iteration 0F: 3 clusters Score -2396816 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2402588.250000 Penalty: 3271.377441
	Iteration 1F: 3 clusters Score -2402588 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2402946.000000 Penalty: 3271.377441
	Iteration 2Q: 3 clusters Score -2402946 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2403294.250000 Penalty: 3271.377441
	Iteration 3Q: 3 clusters Score -2403294 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2403643.250000 Penalty: 3271.377441
	Iteration 4Q: 3 clusters Score -2403643 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2404038.250000 Penalty: 3271.377441
	Iteration 5Q: 3 clusters Score -2404038 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2404556.750000 Penalty: 3271.377441
	Iteration 6Q: 3 clusters Score -2404557 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2405202.250000 Penalty: 3271.377441
	Iteration 7Q: 3 clusters Score -2405202 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2406018.500000 Penalty: 3271.377441
	Iteration 8F: 3 clusters Score -2406018 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2407039.000000 Penalty: 3271.377441
	Iteration 9F: 3 clusters Score -2407039 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2408134.500000 Penalty: 3271.377441
	Iteration 10F: 3 clusters Score -2408134 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2409125.250000 Penalty: 3271.377441
	Iteration 11F: 3 clusters Score -2409125 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2409928.750000 Penalty: 3271.377441
	Iteration 12Q: 3 clusters Score -2409929 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2410469.000000 Penalty: 3271.377441
	Iteration 13Q: 3 clusters Score -2410469 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2410798.250000 Penalty: 3271.377441
	Iteration 14Q: 3 clusters Score -2410798 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2410981.750000 Penalty: 3271.377441
	Iteration 15Q: 3 clusters Score -2410982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2411077.500000 Penalty: 3271.377441
	Iteration 16Q: 3 clusters Score -2411078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2411143.750000 Penalty: 3271.377441
	Iteration 17Q: 3 clusters Score -2411144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2411210.000000 Penalty: 3271.377441
	Iteration 18Q: 3 clusters Score -2411210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2411252.000000 Penalty: 3271.377441
	Iteration 19Q: 3 clusters Score -2411252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2411272.250000 Penalty: 3271.377441
	Iteration 20F: 3 clusters Score -2411272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2411279.250000 Penalty: 3271.377441
	Iteration 21Q: 3 clusters Score -2411279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2411288.250000 Penalty: 3271.377441
	Iteration 22Q: 3 clusters Score -2411288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2411287.750000 Penalty: 3271.377441
	Iteration 23Q: 3 clusters Score -2411288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2411290.250000 Penalty: 3271.377441
	Iteration 24Q: 3 clusters Score -2411290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2411291.000000 Penalty: 3271.377441
	Iteration 25Q: 3 clusters Score -2411291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2411290.750000 Penalty: 3271.377441
	Iteration 26Q: 3 clusters Score -2411291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2411292.500000 Penalty: 3271.377441
	Iteration 27Q: 3 clusters Score -2411292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2411296.750000 Penalty: 3271.377441
	Iteration 28Q: 3 clusters Score -2411297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2411296.750000 Penalty: 3271.377441
	Iteration 29F: 3 clusters Score -2411297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Entering Unmasked Estep 
Score: -714172.500000 Penalty: 1451.784790
	Iteration 0F: 2 clusters Score -714172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -708683.875000 Penalty: 2903.569580
	Iteration 0F: 3 clusters Score -708683.9 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710896.687500 Penalty: 2903.569580
	Iteration 1F: 3 clusters Score -710896.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -712133.437500 Penalty: 2903.569580
	Iteration 2F: 3 clusters Score -712133.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -713409.500000 Penalty: 2903.569580
	Iteration 3F: 3 clusters Score -713409.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -714228.062500 Penalty: 2903.569580
	Iteration 4F: 3 clusters Score -714228.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -714600.625000 Penalty: 2903.569580
	Iteration 5F: 3 clusters Score -714600.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -714748.625000 Penalty: 2903.569580
	Iteration 6Q: 3 clusters Score -714748.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -714813.250000 Penalty: 2903.569580
	Iteration 7Q: 3 clusters Score -714813.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -714853.375000 Penalty: 2903.569580
	Iteration 8Q: 3 clusters Score -714853.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -714882.937500 Penalty: 2903.569580
	Iteration 9Q: 3 clusters Score -714882.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -714906.562500 Penalty: 2903.569580
	Iteration 10Q: 3 clusters Score -714906.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -714920.250000 Penalty: 2903.569580
	Iteration 11Q: 3 clusters Score -714920.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -714931.750000 Penalty: 2903.569580
	Iteration 12Q: 3 clusters Score -714931.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -714943.062500 Penalty: 2903.569580
	Iteration 13Q: 3 clusters Score -714943.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -714949.562500 Penalty: 2903.569580
	Iteration 14Q: 3 clusters Score -714949.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -714956.250000 Penalty: 2903.569580
	Iteration 15Q: 3 clusters Score -714956.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -714968.875000 Penalty: 2903.569580
	Iteration 16Q: 3 clusters Score -714968.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -714981.687500 Penalty: 2903.569580
	Iteration 17Q: 3 clusters Score -714981.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -714993.000000 Penalty: 2903.569580
	Iteration 18Q: 3 clusters Score -714993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -715003.125000 Penalty: 2903.569580
	Iteration 19Q: 3 clusters Score -715003.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -715011.812500 Penalty: 2903.569580
	Iteration 20F: 3 clusters Score -715011.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -715023.187500 Penalty: 2903.569580
	Iteration 21Q: 3 clusters Score -715023.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -715037.375000 Penalty: 2903.569580
	Iteration 22Q: 3 clusters Score -715037.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -715046.312500 Penalty: 2903.569580
	Iteration 23Q: 3 clusters Score -715046.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -715061.125000 Penalty: 2903.569580
	Iteration 24Q: 3 clusters Score -715061.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -715074.812500 Penalty: 2903.569580
	Iteration 25Q: 3 clusters Score -715074.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -715085.250000 Penalty: 2903.569580
	Iteration 26Q: 3 clusters Score -715085.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -715097.062500 Penalty: 2903.569580
	Iteration 27Q: 3 clusters Score -715097.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -715106.625000 Penalty: 2903.569580
	Iteration 28Q: 3 clusters Score -715106.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -715121.000000 Penalty: 2903.569580
	Iteration 29Q: 3 clusters Score -715121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -715136.437500 Penalty: 2903.569580
	Iteration 30Q: 3 clusters Score -715136.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -715146.250000 Penalty: 2903.569580
	Iteration 31Q: 3 clusters Score -715146.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -715154.375000 Penalty: 2903.569580
	Iteration 32Q: 3 clusters Score -715154.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -715160.375000 Penalty: 2903.569580
	Iteration 33Q: 3 clusters Score -715160.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -715164.875000 Penalty: 2903.569580
	Iteration 34Q: 3 clusters Score -715164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -715171.000000 Penalty: 2903.569580
	Iteration 35Q: 3 clusters Score -715171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -715177.937500 Penalty: 2903.569580
	Iteration 36Q: 3 clusters Score -715177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -715182.125000 Penalty: 2903.569580
	Iteration 37Q: 3 clusters Score -715182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -715184.375000 Penalty: 2903.569580
	Iteration 38Q: 3 clusters Score -715184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -715185.875000 Penalty: 2903.569580
	Iteration 39Q: 3 clusters Score -715185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -715189.875000 Penalty: 2903.569580
	Iteration 40F: 3 clusters Score -715189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -715190.812500 Penalty: 2903.569580
	Iteration 41Q: 3 clusters Score -715190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -715195.687500 Penalty: 2903.569580
	Iteration 42Q: 3 clusters Score -715195.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -715196.625000 Penalty: 2903.569580
	Iteration 43Q: 3 clusters Score -715196.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -715203.437500 Penalty: 2903.569580
	Iteration 44Q: 3 clusters Score -715203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -715206.187500 Penalty: 2903.569580
	Iteration 45Q: 3 clusters Score -715206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -715217.687500 Penalty: 2903.569580
	Iteration 46Q: 3 clusters Score -715217.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -715220.562500 Penalty: 2903.569580
	Iteration 47Q: 3 clusters Score -715220.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -715226.812500 Penalty: 2903.569580
	Iteration 48Q: 3 clusters Score -715226.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -715233.812500 Penalty: 2903.569580
	Iteration 49Q: 3 clusters Score -715233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -715239.750000 Penalty: 2903.569580
	Iteration 50Q: 3 clusters Score -715239.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -715244.062500 Penalty: 2903.569580
	Iteration 51Q: 3 clusters Score -715244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -715247.625000 Penalty: 2903.569580
	Iteration 52Q: 3 clusters Score -715247.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -715249.375000 Penalty: 2903.569580
	Iteration 53Q: 3 clusters Score -715249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -715254.500000 Penalty: 2903.569580
	Iteration 54Q: 3 clusters Score -715254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -715260.687500 Penalty: 2903.569580
	Iteration 55Q: 3 clusters Score -715260.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -715265.000000 Penalty: 2903.569580
	Iteration 56Q: 3 clusters Score -715265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -715266.562500 Penalty: 2903.569580
	Iteration 57Q: 3 clusters Score -715266.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -715270.812500 Penalty: 2903.569580
	Iteration 58Q: 3 clusters Score -715270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -715274.375000 Penalty: 2903.569580
	Iteration 59Q: 3 clusters Score -715274.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -715276.875000 Penalty: 2903.569580
	Iteration 60F: 3 clusters Score -715276.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -715280.562500 Penalty: 2903.569580
	Iteration 61Q: 3 clusters Score -715280.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -715286.250000 Penalty: 2903.569580
	Iteration 62Q: 3 clusters Score -715286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -715290.500000 Penalty: 2903.569580
	Iteration 63Q: 3 clusters Score -715290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -715294.000000 Penalty: 2903.569580
	Iteration 64Q: 3 clusters Score -715294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -715298.187500 Penalty: 2903.569580
	Iteration 65Q: 3 clusters Score -715298.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -715301.062500 Penalty: 2903.569580
	Iteration 66Q: 3 clusters Score -715301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -715305.375000 Penalty: 2903.569580
	Iteration 67Q: 3 clusters Score -715305.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -715310.937500 Penalty: 2903.569580
	Iteration 68Q: 3 clusters Score -715310.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -715317.250000 Penalty: 2903.569580
	Iteration 69Q: 3 clusters Score -715317.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -715321.937500 Penalty: 2903.569580
	Iteration 70Q: 3 clusters Score -715321.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -715330.625000 Penalty: 2903.569580
	Iteration 71Q: 3 clusters Score -715330.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -715340.187500 Penalty: 2903.569580
	Iteration 72Q: 3 clusters Score -715340.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -715355.937500 Penalty: 2903.569580
	Iteration 73Q: 3 clusters Score -715355.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -715376.062500 Penalty: 2903.569580
	Iteration 74Q: 3 clusters Score -715376.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -715408.687500 Penalty: 2903.569580
	Iteration 75Q: 3 clusters Score -715408.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -715465.875000 Penalty: 2903.569580
	Iteration 76Q: 3 clusters Score -715465.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -715561.250000 Penalty: 2903.569580
	Iteration 77Q: 3 clusters Score -715561.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -715666.125000 Penalty: 2903.569580
	Iteration 78Q: 3 clusters Score -715666.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -715731.125000 Penalty: 2903.569580
	Iteration 79Q: 3 clusters Score -715731.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -715803.375000 Penalty: 2903.569580
	Iteration 80F: 3 clusters Score -715803.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -715888.125000 Penalty: 2903.569580
	Iteration 81Q: 3 clusters Score -715888.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -716008.250000 Penalty: 2903.569580
	Iteration 82Q: 3 clusters Score -716008.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -716172.312500 Penalty: 2903.569580
	Iteration 83Q: 3 clusters Score -716172.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -716349.312500 Penalty: 2903.569580
	Iteration 84Q: 3 clusters Score -716349.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -716439.812500 Penalty: 2903.569580
	Iteration 85Q: 3 clusters Score -716439.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -716460.812500 Penalty: 2903.569580
	Iteration 86Q: 3 clusters Score -716460.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -716466.562500 Penalty: 2903.569580
	Iteration 87Q: 3 clusters Score -716466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -716464.812500 Penalty: 2903.569580
	Iteration 88Q: 3 clusters Score -716464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -716465.750000 Penalty: 2903.569580
	Iteration 89Q: 3 clusters Score -716465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -716465.625000 Penalty: 2903.569580
	Iteration 90Q: 3 clusters Score -716465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -716466.750000 Penalty: 2903.569580
	Iteration 91Q: 3 clusters Score -716466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -716466.062500 Penalty: 2903.569580
	Iteration 92Q: 3 clusters Score -716466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -716469.687500 Penalty: 2903.569580
	Iteration 93F: 3 clusters Score -716469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -716471.125000 Penalty: 2903.569580
	Iteration 94Q: 3 clusters Score -716471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -716471.125000 Penalty: 2903.569580
	Iteration 95F: 3 clusters Score -716471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 7313 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 5040 members 
Entering Unmasked Estep 
Score: -54864264.000000 Penalty: 55899.371094
Splitting cluster 15 changes total score from -54851308.000000 to -54864264.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (11940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Entering Unmasked Estep 
Score: -1207611.250000 Penalty: 1525.493042
	Iteration 0F: 2 clusters Score -1207611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1199198.625000 Penalty: 3050.986084
	Iteration 0F: 3 clusters Score -1199199 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1202083.375000 Penalty: 3050.986084
	Iteration 1F: 3 clusters Score -1202083 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1202517.500000 Penalty: 3050.986084
	Iteration 2F: 3 clusters Score -1202518 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1203143.750000 Penalty: 3050.986084
	Iteration 3F: 3 clusters Score -1203144 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1204084.375000 Penalty: 3050.986084
	Iteration 4F: 3 clusters Score -1204084 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1205119.625000 Penalty: 3050.986084
	Iteration 5F: 3 clusters Score -1205120 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1205939.625000 Penalty: 3050.986084
	Iteration 6F: 3 clusters Score -1205940 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1206449.375000 Penalty: 3050.986084
	Iteration 7F: 3 clusters Score -1206449 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1206713.625000 Penalty: 3050.986084
	Iteration 8Q: 3 clusters Score -1206714 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1206867.625000 Penalty: 3050.986084
	Iteration 9Q: 3 clusters Score -1206868 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1206962.000000 Penalty: 3050.986084
	Iteration 10Q: 3 clusters Score -1206962 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1207024.500000 Penalty: 3050.986084
	Iteration 11Q: 3 clusters Score -1207024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1207059.250000 Penalty: 3050.986084
	Iteration 12Q: 3 clusters Score -1207059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1207082.125000 Penalty: 3050.986084
	Iteration 13Q: 3 clusters Score -1207082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1207103.125000 Penalty: 3050.986084
	Iteration 14Q: 3 clusters Score -1207103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1207115.000000 Penalty: 3050.986084
	Iteration 15Q: 3 clusters Score -1207115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1207125.250000 Penalty: 3050.986084
	Iteration 16Q: 3 clusters Score -1207125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1207127.000000 Penalty: 3050.986084
	Iteration 17Q: 3 clusters Score -1207127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1207137.375000 Penalty: 3050.986084
	Iteration 18Q: 3 clusters Score -1207137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1207140.750000 Penalty: 3050.986084
	Iteration 19Q: 3 clusters Score -1207141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1207143.625000 Penalty: 3050.986084
	Iteration 20F: 3 clusters Score -1207144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1207143.875000 Penalty: 3050.986084
	Iteration 21Q: 3 clusters Score -1207144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1207144.875000 Penalty: 3050.986084
	Iteration 22Q: 3 clusters Score -1207145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1207149.875000 Penalty: 3050.986084
	Iteration 23Q: 3 clusters Score -1207150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1207148.125000 Penalty: 3050.986084
	Iteration 24Q: 3 clusters Score -1207148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1207148.125000 Penalty: 3050.986084
	Iteration 25Q: 3 clusters Score -1207148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1207148.625000 Penalty: 3050.986084
	Iteration 26Q: 3 clusters Score -1207149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1207147.125000 Penalty: 3050.986084
	Iteration 27Q: 3 clusters Score -1207147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1207147.250000 Penalty: 3050.986084
	Iteration 28Q: 3 clusters Score -1207147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1207147.250000 Penalty: 3050.986084
	Iteration 29F: 3 clusters Score -1207147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -743110.187500 Penalty: 1445.828857
	Iteration 0F: 2 clusters Score -743110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -737741.937500 Penalty: 2891.657715
	Iteration 0F: 3 clusters Score -737741.9 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -740067.500000 Penalty: 2891.657715
	Iteration 1F: 3 clusters Score -740067.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -740962.125000 Penalty: 2891.657715
	Iteration 2F: 3 clusters Score -740962.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -741990.250000 Penalty: 2891.657715
	Iteration 3F: 3 clusters Score -741990.2 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -743081.062500 Penalty: 2891.657715
	Iteration 4F: 3 clusters Score -743081.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -744026.437500 Penalty: 2891.657715
	Iteration 5F: 3 clusters Score -744026.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -744693.687500 Penalty: 2891.657715
	Iteration 6F: 3 clusters Score -744693.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -744919.375000 Penalty: 2891.657715
	Iteration 7Q: 3 clusters Score -744919.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -744973.062500 Penalty: 2891.657715
	Iteration 8Q: 3 clusters Score -744973.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -744995.062500 Penalty: 2891.657715
	Iteration 9Q: 3 clusters Score -744995.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -745004.812500 Penalty: 2891.657715
	Iteration 10Q: 3 clusters Score -745004.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -745011.437500 Penalty: 2891.657715
	Iteration 11Q: 3 clusters Score -745011.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -745016.500000 Penalty: 2891.657715
	Iteration 12Q: 3 clusters Score -745016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -745016.312500 Penalty: 2891.657715
	Iteration 13Q: 3 clusters Score -745016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -745016.750000 Penalty: 2891.657715
	Iteration 14Q: 3 clusters Score -745016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -745017.625000 Penalty: 2891.657715
	Iteration 15Q: 3 clusters Score -745017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -745017.625000 Penalty: 2891.657715
	Iteration 16F: 3 clusters Score -745017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 161624 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6566 members 
Entering Unmasked Estep 
Score: -54865528.000000 Penalty: 58049.347656
Splitting cluster 17 changes total score from -54851308.000000 to -54865528.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (161624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161624 members 
Entering Unmasked Estep 
Score: -16401288.000000 Penalty: 1948.866943
	Iteration 0F: 2 clusters Score -1.640129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -16298053.000000 Penalty: 3897.733887
	Iteration 0F: 3 clusters Score -1.629805e+07 nChanged 78017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -16343596.000000 Penalty: 3897.733887
	Iteration 1F: 3 clusters Score -1.63436e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -16344488.000000 Penalty: 3897.733887
	Iteration 2Q: 3 clusters Score -1.634449e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -16345780.000000 Penalty: 3897.733887
	Iteration 3Q: 3 clusters Score -1.634578e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -16347811.000000 Penalty: 3897.733887
	Iteration 4Q: 3 clusters Score -1.634781e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -16350946.000000 Penalty: 3897.733887
	Iteration 5Q: 3 clusters Score -1.635095e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -16355721.000000 Penalty: 3897.733887
	Iteration 6F: 3 clusters Score -1.635572e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -16361377.000000 Penalty: 3897.733887
	Iteration 7F: 3 clusters Score -1.636138e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -16366696.000000 Penalty: 3897.733887
	Iteration 8F: 3 clusters Score -1.63667e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -16371393.000000 Penalty: 3897.733887
	Iteration 9F: 3 clusters Score -1.637139e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -16375522.000000 Penalty: 3897.733887
	Iteration 10F: 3 clusters Score -1.637552e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -16378973.000000 Penalty: 3897.733887
	Iteration 11Q: 3 clusters Score -1.637897e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131013 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -16382312.000000 Penalty: 3897.733887
	Iteration 12Q: 3 clusters Score -1.638231e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136738 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -16385632.000000 Penalty: 3897.733887
	Iteration 13Q: 3 clusters Score -1.638563e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -16389184.000000 Penalty: 3897.733887
	Iteration 14Q: 3 clusters Score -1.638918e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -16391928.000000 Penalty: 3897.733887
	Iteration 15Q: 3 clusters Score -1.639193e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151604 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -16394177.000000 Penalty: 3897.733887
	Iteration 16Q: 3 clusters Score -1.639418e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -16396624.000000 Penalty: 3897.733887
	Iteration 17Q: 3 clusters Score -1.639662e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -16398316.000000 Penalty: 3897.733887
	Iteration 18Q: 3 clusters Score -1.639832e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158721 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -16399093.000000 Penalty: 3897.733887
	Iteration 19Q: 3 clusters Score -1.639909e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16399476.000000 Penalty: 3897.733887
	Iteration 20F: 3 clusters Score -1.639948e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16399720.000000 Penalty: 3897.733887
	Iteration 21Q: 3 clusters Score -1.639972e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160340 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16399821.000000 Penalty: 3897.733887
	Iteration 22Q: 3 clusters Score -1.639982e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160485 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16399960.000000 Penalty: 3897.733887
	Iteration 23Q: 3 clusters Score -1.639996e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16400026.000000 Penalty: 3897.733887
	Iteration 24Q: 3 clusters Score -1.640003e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160615 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16400114.000000 Penalty: 3897.733887
	Iteration 25Q: 3 clusters Score -1.640011e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16400194.000000 Penalty: 3897.733887
	Iteration 26Q: 3 clusters Score -1.640019e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160599 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16400268.000000 Penalty: 3897.733887
	Iteration 27Q: 3 clusters Score -1.640027e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -16400361.000000 Penalty: 3897.733887
	Iteration 28Q: 3 clusters Score -1.640036e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160536 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16400501.000000 Penalty: 3897.733887
	Iteration 29Q: 3 clusters Score -1.64005e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16400690.000000 Penalty: 3897.733887
	Iteration 30Q: 3 clusters Score -1.640069e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -16401012.000000 Penalty: 3897.733887
	Iteration 31Q: 3 clusters Score -1.640101e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -16401475.000000 Penalty: 3897.733887
	Iteration 32Q: 3 clusters Score -1.640148e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -16401961.000000 Penalty: 3897.733887
	Iteration 33Q: 3 clusters Score -1.640196e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159581 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -16402258.000000 Penalty: 3897.733887
	Iteration 34Q: 3 clusters Score -1.640226e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -16402452.000000 Penalty: 3897.733887
	Iteration 35Q: 3 clusters Score -1.640245e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159166 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -16402632.000000 Penalty: 3897.733887
	Iteration 36Q: 3 clusters Score -1.640263e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158995 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16402736.000000 Penalty: 3897.733887
	Iteration 37Q: 3 clusters Score -1.640274e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -16402771.000000 Penalty: 3897.733887
	Iteration 38Q: 3 clusters Score -1.640277e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158775 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -16402785.000000 Penalty: 3897.733887
	Iteration 39Q: 3 clusters Score -1.640278e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -16402829.000000 Penalty: 3897.733887
	Iteration 40F: 3 clusters Score -1.640283e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -16402878.000000 Penalty: 3897.733887
	Iteration 41Q: 3 clusters Score -1.640288e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -16402911.000000 Penalty: 3897.733887
	Iteration 42Q: 3 clusters Score -1.640291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -16402947.000000 Penalty: 3897.733887
	Iteration 43Q: 3 clusters Score -1.640295e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158401 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -16402924.000000 Penalty: 3897.733887
	Iteration 44Q: 3 clusters Score -1.640292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -16402949.000000 Penalty: 3897.733887
	Iteration 45Q: 3 clusters Score -1.640295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158354 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -16402953.000000 Penalty: 3897.733887
	Iteration 46Q: 3 clusters Score -1.640295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -16402958.000000 Penalty: 3897.733887
	Iteration 47Q: 3 clusters Score -1.640296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -16402948.000000 Penalty: 3897.733887
	Iteration 48Q: 3 clusters Score -1.640295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -16402957.000000 Penalty: 3897.733887
	Iteration 49Q: 3 clusters Score -1.640296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -16402950.000000 Penalty: 3897.733887
	Iteration 50Q: 3 clusters Score -1.640295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -16402947.000000 Penalty: 3897.733887
	Iteration 51Q: 3 clusters Score -1.640295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -16402948.000000 Penalty: 3897.733887
	Iteration 52Q: 3 clusters Score -1.640295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -16402950.000000 Penalty: 3897.733887
	Iteration 53Q: 3 clusters Score -1.640295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -16402949.000000 Penalty: 3897.733887
	Iteration 54Q: 3 clusters Score -1.640295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158316 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -16402957.000000 Penalty: 3897.733887
	Iteration 55Q: 3 clusters Score -1.640296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -16402961.000000 Penalty: 3897.733887
	Iteration 56Q: 3 clusters Score -1.640296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -16402966.000000 Penalty: 3897.733887
	Iteration 57Q: 3 clusters Score -1.640297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -16402966.000000 Penalty: 3897.733887
	Iteration 58F: 3 clusters Score -1.640297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 158314 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 20632 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 3310 members 
Entering Unmasked Estep 
Score: -54867236.000000 Penalty: 60199.324219
Splitting cluster 18 changes total score from -54851308.000000 to -54867236.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (77274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Entering Unmasked Estep 
Score: -8161160.500000 Penalty: 1828.955811
	Iteration 0F: 2 clusters Score -8161160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -8109215.000000 Penalty: 3657.911621
	Iteration 0F: 3 clusters Score -8109215 nChanged 36889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8131122.000000 Penalty: 3657.911621
	Iteration 1F: 3 clusters Score -8131122 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8132635.500000 Penalty: 3657.911621
	Iteration 2Q: 3 clusters Score -8132636 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -8134838.500000 Penalty: 3657.911621
	Iteration 3F: 3 clusters Score -8134838 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -8138001.500000 Penalty: 3657.911621
	Iteration 4F: 3 clusters Score -8138002 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -8142053.500000 Penalty: 3657.911621
	Iteration 5F: 3 clusters Score -8142054 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -8146813.000000 Penalty: 3657.911621
	Iteration 6F: 3 clusters Score -8146813 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -8151476.500000 Penalty: 3657.911621
	Iteration 7F: 3 clusters Score -8151476 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -8155176.000000 Penalty: 3657.911621
	Iteration 8F: 3 clusters Score -8155176 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -8157333.500000 Penalty: 3657.911621
	Iteration 9Q: 3 clusters Score -8157334 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -8158463.000000 Penalty: 3657.911621
	Iteration 10Q: 3 clusters Score -8158463 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -8159015.000000 Penalty: 3657.911621
	Iteration 11Q: 3 clusters Score -8159015 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -8159228.000000 Penalty: 3657.911621
	Iteration 12Q: 3 clusters Score -8159228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -8159367.500000 Penalty: 3657.911621
	Iteration 13Q: 3 clusters Score -8159368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -8159426.500000 Penalty: 3657.911621
	Iteration 14Q: 3 clusters Score -8159426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -8159481.000000 Penalty: 3657.911621
	Iteration 15Q: 3 clusters Score -8159481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -8159518.000000 Penalty: 3657.911621
	Iteration 16Q: 3 clusters Score -8159518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -8159542.500000 Penalty: 3657.911621
	Iteration 17Q: 3 clusters Score -8159542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -8159554.000000 Penalty: 3657.911621
	Iteration 18Q: 3 clusters Score -8159554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -8159576.000000 Penalty: 3657.911621
	Iteration 19Q: 3 clusters Score -8159576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -8159584.000000 Penalty: 3657.911621
	Iteration 20F: 3 clusters Score -8159584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -8159589.500000 Penalty: 3657.911621
	Iteration 21Q: 3 clusters Score -8159590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -8159599.000000 Penalty: 3657.911621
	Iteration 22Q: 3 clusters Score -8159599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -8159598.000000 Penalty: 3657.911621
	Iteration 23Q: 3 clusters Score -8159598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -8159597.000000 Penalty: 3657.911621
	Iteration 24Q: 3 clusters Score -8159597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -8159600.500000 Penalty: 3657.911621
	Iteration 25Q: 3 clusters Score -8159600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -8159600.000000 Penalty: 3657.911621
	Iteration 26Q: 3 clusters Score -8159600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -8159600.000000 Penalty: 3657.911621
	Iteration 27F: 3 clusters Score -8159600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Entering Unmasked Estep 
Score: -1972053.750000 Penalty: 1614.372314
	Iteration 0F: 2 clusters Score -1972054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1958130.625000 Penalty: 3228.744629
	Iteration 0F: 3 clusters Score -1958131 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1964359.750000 Penalty: 3228.744629
	Iteration 1F: 3 clusters Score -1964360 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1967728.125000 Penalty: 3228.744629
	Iteration 2F: 3 clusters Score -1967728 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1971852.375000 Penalty: 3228.744629
	Iteration 3F: 3 clusters Score -1971852 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1974612.000000 Penalty: 3228.744629
	Iteration 4F: 3 clusters Score -1974612 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1975918.250000 Penalty: 3228.744629
	Iteration 5F: 3 clusters Score -1975918 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1976548.125000 Penalty: 3228.744629
	Iteration 6Q: 3 clusters Score -1976548 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1976915.875000 Penalty: 3228.744629
	Iteration 7Q: 3 clusters Score -1976916 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1977470.875000 Penalty: 3228.744629
	Iteration 8Q: 3 clusters Score -1977471 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1978911.625000 Penalty: 3228.744629
	Iteration 9Q: 3 clusters Score -1978912 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1980472.750000 Penalty: 3228.744629
	Iteration 10Q: 3 clusters Score -1980473 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1981704.625000 Penalty: 3228.744629
	Iteration 11Q: 3 clusters Score -1981705 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1982508.500000 Penalty: 3228.744629
	Iteration 12Q: 3 clusters Score -1982508 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1982948.375000 Penalty: 3228.744629
	Iteration 13Q: 3 clusters Score -1982948 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1983216.125000 Penalty: 3228.744629
	Iteration 14Q: 3 clusters Score -1983216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1983384.750000 Penalty: 3228.744629
	Iteration 15Q: 3 clusters Score -1983385 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1983461.250000 Penalty: 3228.744629
	Iteration 16Q: 3 clusters Score -1983461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1983492.000000 Penalty: 3228.744629
	Iteration 17Q: 3 clusters Score -1983492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1983501.625000 Penalty: 3228.744629
	Iteration 18Q: 3 clusters Score -1983502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1983500.000000 Penalty: 3228.744629
	Iteration 19Q: 3 clusters Score -1983500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1983500.875000 Penalty: 3228.744629
	Iteration 20F: 3 clusters Score -1983501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1983502.250000 Penalty: 3228.744629
	Iteration 21Q: 3 clusters Score -1983502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1983503.375000 Penalty: 3228.744629
	Iteration 22Q: 3 clusters Score -1983503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1983502.875000 Penalty: 3228.744629
	Iteration 23Q: 3 clusters Score -1983503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1983502.875000 Penalty: 3228.744629
	Iteration 24F: 3 clusters Score -1983503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 158314 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 11687 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 3310 members 
Mstep: Class 29 contains 8945 members 
Entering Unmasked Estep 
Score: -54878440.000000 Penalty: 62349.296875
Splitting cluster 20 changes total score from -54851308.000000 to -54878440.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -319258.218750 Penalty: 1316.325562
	Iteration 0F: 2 clusters Score -319258.2 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 1586 members 
Entering Unmasked Estep 
Score: -316384.031250 Penalty: 2632.651123
	Iteration 0F: 3 clusters Score -316384 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -317184.406250 Penalty: 2632.651123
	Iteration 1F: 3 clusters Score -317184.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -317422.500000 Penalty: 2632.651123
	Iteration 2F: 3 clusters Score -317422.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -317634.593750 Penalty: 2632.651123
	Iteration 3F: 3 clusters Score -317634.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -317858.500000 Penalty: 2632.651123
	Iteration 4F: 3 clusters Score -317858.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -318017.875000 Penalty: 2632.651123
	Iteration 5F: 3 clusters Score -318017.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -318136.625000 Penalty: 2632.651123
	Iteration 6Q: 3 clusters Score -318136.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318231.687500 Penalty: 2632.651123
	Iteration 7Q: 3 clusters Score -318231.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -318314.812500 Penalty: 2632.651123
	Iteration 8Q: 3 clusters Score -318314.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -318388.875000 Penalty: 2632.651123
	Iteration 9Q: 3 clusters Score -318388.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -318470.187500 Penalty: 2632.651123
	Iteration 10Q: 3 clusters Score -318470.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -318583.250000 Penalty: 2632.651123
	Iteration 11Q: 3 clusters Score -318583.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -318685.343750 Penalty: 2632.651123
	Iteration 12Q: 3 clusters Score -318685.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -318778.125000 Penalty: 2632.651123
	Iteration 13Q: 3 clusters Score -318778.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -318843.843750 Penalty: 2632.651123
	Iteration 14Q: 3 clusters Score -318843.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -318892.500000 Penalty: 2632.651123
	Iteration 15Q: 3 clusters Score -318892.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -318948.906250 Penalty: 2632.651123
	Iteration 16Q: 3 clusters Score -318948.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319018.343750 Penalty: 2632.651123
	Iteration 17Q: 3 clusters Score -319018.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -319111.843750 Penalty: 2632.651123
	Iteration 18Q: 3 clusters Score -319111.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -319234.593750 Penalty: 2632.651123
	Iteration 19Q: 3 clusters Score -319234.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -319316.312500 Penalty: 2632.651123
	Iteration 20F: 3 clusters Score -319316.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -319350.281250 Penalty: 2632.651123
	Iteration 21Q: 3 clusters Score -319350.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -319362.968750 Penalty: 2632.651123
	Iteration 22Q: 3 clusters Score -319363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -319366.468750 Penalty: 2632.651123
	Iteration 23Q: 3 clusters Score -319366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -319368.843750 Penalty: 2632.651123
	Iteration 24Q: 3 clusters Score -319368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -319370.218750 Penalty: 2632.651123
	Iteration 25Q: 3 clusters Score -319370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -319370.750000 Penalty: 2632.651123
	Iteration 26Q: 3 clusters Score -319370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -319372.437500 Penalty: 2632.651123
	Iteration 27Q: 3 clusters Score -319372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -319373.687500 Penalty: 2632.651123
	Iteration 28Q: 3 clusters Score -319373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -319374.500000 Penalty: 2632.651123
	Iteration 29Q: 3 clusters Score -319374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -319374.562500 Penalty: 2632.651123
	Iteration 30Q: 3 clusters Score -319374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -319374.562500 Penalty: 2632.651123
	Iteration 31F: 3 clusters Score -319374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 158314 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 11687 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 11525 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 3310 members 
Mstep: Class 29 contains 8945 members 
Mstep: Class 30 contains 1528 members 
Entering Unmasked Estep 
Score: -54877680.000000 Penalty: 64499.273438
Splitting cluster 21 changes total score from -54851308.000000 to -54877680.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 63355 members 
Mstep: Class 6 contains 8046 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 18936 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 40973 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 23524 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 158314 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 11687 members 
Mstep: Class 21 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54884016.000000 Penalty: 64499.273438
Iteration 39Q: 31 clusters Score -5.488402e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 6275 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 62898 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 17759 members 
Mstep: Class 8 contains 20076 members 
Mstep: Class 9 contains 19617 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 41112 members 
Mstep: Class 12 contains 12566 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 23791 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 157652 members 
Mstep: Class 19 contains 77288 members 
Mstep: Class 20 contains 11904 members 
Mstep: Class 21 contains 1864 members 
Mstep: Class 22 contains 10820 members 
Mstep: Class 23 contains 4072 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 3855 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 6455 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 8913 members 
Mstep: Class 30 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54891232.000000 Penalty: 64499.273438
Iteration 40F: 31 clusters Score -5.489123e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 6423 members 
Mstep: Class 4 contains 8121 members 
Mstep: Class 5 contains 62499 members 
Mstep: Class 6 contains 8177 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 20208 members 
Mstep: Class 9 contains 19779 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 40682 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 13 contains 5398 members 
Mstep: Class 14 contains 23750 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 12631 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 77279 members 
Mstep: Class 20 contains 11346 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 10751 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 3615 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 6855 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 9144 members 
Mstep: Class 30 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54894036.000000 Penalty: 64499.273438
Iteration 41Q: 31 clusters Score -5.489404e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 62091 members 
Mstep: Class 6 contains 8202 members 
Mstep: Class 7 contains 17494 members 
Mstep: Class 8 contains 20306 members 
Mstep: Class 9 contains 19918 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 40457 members 
Mstep: Class 12 contains 11788 members 
Mstep: Class 13 contains 5304 members 
Mstep: Class 14 contains 23722 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 156838 members 
Mstep: Class 19 contains 77266 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 10651 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 4896 members 
Mstep: Class 27 contains 7047 members 
Mstep: Class 28 contains 3437 members 
Mstep: Class 29 contains 9244 members 
Mstep: Class 30 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54895896.000000 Penalty: 64499.273438
Iteration 42Q: 31 clusters Score -5.48959e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 6754 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 61711 members 
Mstep: Class 6 contains 8245 members 
Mstep: Class 7 contains 17399 members 
Mstep: Class 8 contains 20416 members 
Mstep: Class 9 contains 19930 members 
Mstep: Class 10 contains 4835 members 
Mstep: Class 11 contains 40275 members 
Mstep: Class 12 contains 11530 members 
Mstep: Class 13 contains 5247 members 
Mstep: Class 14 contains 23685 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 12961 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 156684 members 
Mstep: Class 19 contains 77240 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 2052 members 
Mstep: Class 22 contains 10587 members 
Mstep: Class 23 contains 4652 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 5224 members 
Mstep: Class 26 contains 4891 members 
Mstep: Class 27 contains 7129 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 9317 members 
Mstep: Class 30 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54897296.000000 Penalty: 64499.273438
Iteration 43Q: 31 clusters Score -5.48973e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 6900 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 61442 members 
Mstep: Class 6 contains 8287 members 
Mstep: Class 7 contains 17317 members 
Mstep: Class 8 contains 20492 members 
Mstep: Class 9 contains 19960 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 40133 members 
Mstep: Class 12 contains 11312 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 14 contains 23667 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 13089 members 
Mstep: Class 17 contains 624 members 
Mstep: Class 18 contains 156507 members 
Mstep: Class 19 contains 77211 members 
Mstep: Class 20 contains 10378 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 10570 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 5520 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 7187 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 9362 members 
Mstep: Class 30 contains 2299 members 
Entering Unmasked Estep 
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Iteration 44Q: 31 clusters Score -5.489862e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 61179 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 17255 members 
Mstep: Class 8 contains 20597 members 
Mstep: Class 9 contains 20016 members 
Mstep: Class 10 contains 4779 members 
Mstep: Class 11 contains 39998 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 23663 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 13144 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 156398 members 
Mstep: Class 19 contains 77195 members 
Mstep: Class 20 contains 10087 members 
Mstep: Class 21 contains 2130 members 
Mstep: Class 22 contains 10590 members 
Mstep: Class 23 contains 4862 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 4910 members 
Mstep: Class 27 contains 7219 members 
Mstep: Class 28 contains 3505 members 
Mstep: Class 29 contains 9394 members 
Mstep: Class 30 contains 2422 members 
Entering Unmasked Estep 
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Iteration 45Q: 31 clusters Score -5.489993e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 7157 members 
Mstep: Class 4 contains 8220 members 
Mstep: Class 5 contains 60966 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 17192 members 
Mstep: Class 8 contains 20685 members 
Mstep: Class 9 contains 20082 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 39876 members 
Mstep: Class 12 contains 10949 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 23656 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 156311 members 
Mstep: Class 19 contains 77173 members 
Mstep: Class 20 contains 9839 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 10608 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 4910 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 3517 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 2552 members 
Entering Unmasked Estep 
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Iteration 46Q: 31 clusters Score -5.490036e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 7259 members 
Mstep: Class 4 contains 8216 members 
Mstep: Class 5 contains 60789 members 
Mstep: Class 6 contains 8373 members 
Mstep: Class 7 contains 17143 members 
Mstep: Class 8 contains 20732 members 
Mstep: Class 9 contains 20194 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 39775 members 
Mstep: Class 12 contains 10811 members 
Mstep: Class 13 contains 5289 members 
Mstep: Class 14 contains 23646 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13249 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 18 contains 156224 members 
Mstep: Class 19 contains 77144 members 
Mstep: Class 20 contains 9661 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 10628 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 4156 members 
Mstep: Class 25 contains 6197 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 7274 members 
Mstep: Class 28 contains 3521 members 
Mstep: Class 29 contains 9452 members 
Mstep: Class 30 contains 2634 members 
Entering Unmasked Estep 
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Iteration 47Q: 31 clusters Score -5.49008e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 60640 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 17096 members 
Mstep: Class 8 contains 20752 members 
Mstep: Class 9 contains 20296 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 39709 members 
Mstep: Class 12 contains 10697 members 
Mstep: Class 13 contains 5303 members 
Mstep: Class 14 contains 23617 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 13267 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 156139 members 
Mstep: Class 19 contains 77112 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 10660 members 
Mstep: Class 23 contains 5124 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 6298 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 3535 members 
Mstep: Class 29 contains 9477 members 
Mstep: Class 30 contains 2671 members 
Entering Unmasked Estep 
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Iteration 48Q: 31 clusters Score -5.490118e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 60540 members 
Mstep: Class 6 contains 8450 members 
Mstep: Class 7 contains 17066 members 
Mstep: Class 8 contains 20768 members 
Mstep: Class 9 contains 20395 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 10582 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 23595 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 13279 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 156024 members 
Mstep: Class 19 contains 77090 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 2189 members 
Mstep: Class 22 contains 10693 members 
Mstep: Class 23 contains 5218 members 
Mstep: Class 24 contains 4252 members 
Mstep: Class 25 contains 6362 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 7326 members 
Mstep: Class 28 contains 3546 members 
Mstep: Class 29 contains 9507 members 
Mstep: Class 30 contains 2694 members 
Entering Unmasked Estep 
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Iteration 49Q: 31 clusters Score -5.490165e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 60471 members 
Mstep: Class 6 contains 8491 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 20761 members 
Mstep: Class 9 contains 20482 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 39627 members 
Mstep: Class 12 contains 10483 members 
Mstep: Class 13 contains 5330 members 
Mstep: Class 14 contains 23577 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 13304 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 155921 members 
Mstep: Class 19 contains 77065 members 
Mstep: Class 20 contains 9380 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 10693 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 4291 members 
Mstep: Class 25 contains 6434 members 
Mstep: Class 26 contains 4919 members 
Mstep: Class 27 contains 7342 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 9527 members 
Mstep: Class 30 contains 2722 members 
Entering Unmasked Estep 
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Iteration 50Q: 31 clusters Score -5.49021e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 7690 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 60399 members 
Mstep: Class 6 contains 8515 members 
Mstep: Class 7 contains 16981 members 
Mstep: Class 8 contains 20753 members 
Mstep: Class 9 contains 20568 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 39577 members 
Mstep: Class 12 contains 10411 members 
Mstep: Class 13 contains 5352 members 
Mstep: Class 14 contains 23559 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 13323 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 155845 members 
Mstep: Class 19 contains 77045 members 
Mstep: Class 20 contains 9328 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 10700 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 3567 members 
Mstep: Class 29 contains 9541 members 
Mstep: Class 30 contains 2744 members 
Entering Unmasked Estep 
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Iteration 51Q: 31 clusters Score -5.490215e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 8211 members 
Mstep: Class 5 contains 60335 members 
Mstep: Class 6 contains 8547 members 
Mstep: Class 7 contains 16955 members 
Mstep: Class 8 contains 20758 members 
Mstep: Class 9 contains 20640 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 39551 members 
Mstep: Class 12 contains 10346 members 
Mstep: Class 13 contains 5372 members 
Mstep: Class 14 contains 23542 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 13336 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 155820 members 
Mstep: Class 19 contains 77028 members 
Mstep: Class 20 contains 9306 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 10688 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 7363 members 
Mstep: Class 28 contains 3574 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 2754 members 
Entering Unmasked Estep 
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Iteration 52Q: 31 clusters Score -5.490229e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 7947 members 
Mstep: Class 4 contains 8206 members 
Mstep: Class 5 contains 60310 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16928 members 
Mstep: Class 8 contains 20732 members 
Mstep: Class 9 contains 20676 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 39552 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 23521 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13343 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 155778 members 
Mstep: Class 19 contains 77019 members 
Mstep: Class 20 contains 9289 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 10685 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 4386 members 
Mstep: Class 25 contains 6583 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 7374 members 
Mstep: Class 28 contains 3582 members 
Mstep: Class 29 contains 9564 members 
Mstep: Class 30 contains 2751 members 
Entering Unmasked Estep 
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Iteration 53Q: 31 clusters Score -5.49026e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 8203 members 
Mstep: Class 5 contains 60273 members 
Mstep: Class 6 contains 8581 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 20717 members 
Mstep: Class 9 contains 20724 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 39589 members 
Mstep: Class 12 contains 10224 members 
Mstep: Class 13 contains 5397 members 
Mstep: Class 14 contains 23487 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 13341 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 155739 members 
Mstep: Class 19 contains 77008 members 
Mstep: Class 20 contains 9279 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 10682 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 4411 members 
Mstep: Class 25 contains 6619 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 7391 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 9573 members 
Mstep: Class 30 contains 2756 members 
Entering Unmasked Estep 
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Iteration 54Q: 31 clusters Score -5.490294e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 8202 members 
Mstep: Class 5 contains 60227 members 
Mstep: Class 6 contains 8596 members 
Mstep: Class 7 contains 16881 members 
Mstep: Class 8 contains 20698 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 39641 members 
Mstep: Class 12 contains 10172 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 23460 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 13337 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 155696 members 
Mstep: Class 19 contains 76991 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 10686 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 4428 members 
Mstep: Class 25 contains 6651 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 7405 members 
Mstep: Class 28 contains 3594 members 
Mstep: Class 29 contains 9575 members 
Mstep: Class 30 contains 2750 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -5.490318e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 8506 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 60179 members 
Mstep: Class 6 contains 8620 members 
Mstep: Class 7 contains 16853 members 
Mstep: Class 8 contains 20691 members 
Mstep: Class 9 contains 20830 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 39697 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 23442 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 13342 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 18 contains 155650 members 
Mstep: Class 19 contains 76965 members 
Mstep: Class 20 contains 9268 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 10676 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 6683 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 7421 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 9577 members 
Mstep: Class 30 contains 2747 members 
Entering Unmasked Estep 
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Iteration 56Q: 31 clusters Score -5.490368e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 60135 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 16826 members 
Mstep: Class 8 contains 20669 members 
Mstep: Class 9 contains 20879 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 39776 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 23398 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13348 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 18 contains 155602 members 
Mstep: Class 19 contains 76940 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 10659 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 7442 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 2746 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -5.490444e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 9059 members 
Mstep: Class 4 contains 8183 members 
Mstep: Class 5 contains 60071 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 16798 members 
Mstep: Class 8 contains 20624 members 
Mstep: Class 9 contains 20924 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 39805 members 
Mstep: Class 12 contains 9991 members 
Mstep: Class 13 contains 5415 members 
Mstep: Class 14 contains 23357 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13347 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 155580 members 
Mstep: Class 19 contains 76923 members 
Mstep: Class 20 contains 9286 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 10647 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 4485 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 2738 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -5.490481e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 8179 members 
Mstep: Class 5 contains 60032 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 16773 members 
Mstep: Class 8 contains 20562 members 
Mstep: Class 9 contains 20952 members 
Mstep: Class 10 contains 4422 members 
Mstep: Class 11 contains 39701 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 23303 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13358 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 155566 members 
Mstep: Class 19 contains 76911 members 
Mstep: Class 20 contains 9308 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 10654 members 
Mstep: Class 23 contains 5684 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 25 contains 6740 members 
Mstep: Class 26 contains 4970 members 
Mstep: Class 27 contains 7474 members 
Mstep: Class 28 contains 3624 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2738 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -5.490533e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3025 members 
Mstep: Class 3 contains 9680 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 60003 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 16743 members 
Mstep: Class 8 contains 20507 members 
Mstep: Class 9 contains 20985 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39532 members 
Mstep: Class 12 contains 9902 members 
Mstep: Class 13 contains 5430 members 
Mstep: Class 14 contains 23250 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13380 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 155545 members 
Mstep: Class 19 contains 76887 members 
Mstep: Class 20 contains 9330 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 5719 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 7486 members 
Mstep: Class 28 contains 3628 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2733 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -5.490603e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 9996 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 59960 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 16713 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 20957 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 39309 members 
Mstep: Class 12 contains 9857 members 
Mstep: Class 13 contains 5439 members 
Mstep: Class 14 contains 23200 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13412 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 155546 members 
Mstep: Class 19 contains 76866 members 
Mstep: Class 20 contains 9345 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 10657 members 
Mstep: Class 23 contains 5753 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 3632 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 2782 members 
Entering Unmasked Estep 
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Iteration 61Q: 31 clusters Score -5.49062e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 10329 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 59911 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 20373 members 
Mstep: Class 9 contains 20947 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 39071 members 
Mstep: Class 12 contains 9832 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13447 members 
Mstep: Class 17 contains 563 members 
Mstep: Class 18 contains 155560 members 
Mstep: Class 19 contains 76844 members 
Mstep: Class 20 contains 9337 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 10670 members 
Mstep: Class 23 contains 5801 members 
Mstep: Class 24 contains 4555 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 5002 members 
Mstep: Class 27 contains 7523 members 
Mstep: Class 28 contains 3638 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 2814 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -5.490649e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 5 contains 59859 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 16660 members 
Mstep: Class 8 contains 20315 members 
Mstep: Class 9 contains 20940 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 38756 members 
Mstep: Class 12 contains 9807 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 23116 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13477 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 155564 members 
Mstep: Class 19 contains 76808 members 
Mstep: Class 20 contains 9330 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 5850 members 
Mstep: Class 24 contains 4565 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7532 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9586 members 
Mstep: Class 30 contains 2838 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -5.490687e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 11055 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 59826 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 16648 members 
Mstep: Class 8 contains 20267 members 
Mstep: Class 9 contains 20939 members 
Mstep: Class 10 contains 4348 members 
Mstep: Class 11 contains 38450 members 
Mstep: Class 12 contains 9780 members 
Mstep: Class 13 contains 5458 members 
Mstep: Class 14 contains 23082 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13512 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 155564 members 
Mstep: Class 19 contains 76780 members 
Mstep: Class 20 contains 9329 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 10709 members 
Mstep: Class 23 contains 5886 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 5004 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 3652 members 
Mstep: Class 29 contains 9587 members 
Mstep: Class 30 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907168.000000 Penalty: 64499.273438
Iteration 64Q: 31 clusters Score -5.490717e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 11419 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 59783 members 
Mstep: Class 6 contains 8796 members 
Mstep: Class 7 contains 16635 members 
Mstep: Class 8 contains 20218 members 
Mstep: Class 9 contains 20954 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 38108 members 
Mstep: Class 12 contains 9759 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 23047 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 13542 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 155543 members 
Mstep: Class 19 contains 76761 members 
Mstep: Class 20 contains 9311 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 10745 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 6661 members 
Mstep: Class 26 contains 5002 members 
Mstep: Class 27 contains 7585 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 9592 members 
Mstep: Class 30 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907544.000000 Penalty: 64499.273438
Iteration 65Q: 31 clusters Score -5.490754e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 11797 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 59726 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 8 contains 20176 members 
Mstep: Class 9 contains 20973 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 37749 members 
Mstep: Class 12 contains 9734 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 23010 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 13570 members 
Mstep: Class 17 contains 522 members 
Mstep: Class 18 contains 155535 members 
Mstep: Class 19 contains 76747 members 
Mstep: Class 20 contains 9284 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 10783 members 
Mstep: Class 23 contains 5953 members 
Mstep: Class 24 contains 4613 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7605 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 9593 members 
Mstep: Class 30 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907696.000000 Penalty: 64499.273438
Iteration 66Q: 31 clusters Score -5.49077e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 12147 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 59680 members 
Mstep: Class 6 contains 8847 members 
Mstep: Class 7 contains 16620 members 
Mstep: Class 8 contains 20136 members 
Mstep: Class 9 contains 20980 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 37399 members 
Mstep: Class 12 contains 9709 members 
Mstep: Class 13 contains 5446 members 
Mstep: Class 14 contains 22967 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 155537 members 
Mstep: Class 19 contains 76737 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 10832 members 
Mstep: Class 23 contains 5992 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 6686 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 3674 members 
Mstep: Class 29 contains 9596 members 
Mstep: Class 30 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907916.000000 Penalty: 64499.273438
Iteration 67Q: 31 clusters Score -5.490792e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 12490 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 59633 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 16611 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 9 contains 20975 members 
Mstep: Class 10 contains 4362 members 
Mstep: Class 11 contains 37066 members 
Mstep: Class 12 contains 9686 members 
Mstep: Class 13 contains 5443 members 
Mstep: Class 14 contains 22915 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 18 contains 155546 members 
Mstep: Class 19 contains 76731 members 
Mstep: Class 20 contains 9215 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 10888 members 
Mstep: Class 23 contains 6048 members 
Mstep: Class 24 contains 4642 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 5006 members 
Mstep: Class 27 contains 7640 members 
Mstep: Class 28 contains 3679 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54907984.000000 Penalty: 64499.273438
Iteration 68Q: 31 clusters Score -5.490798e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 12818 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 59594 members 
Mstep: Class 6 contains 8888 members 
Mstep: Class 7 contains 16607 members 
Mstep: Class 8 contains 20047 members 
Mstep: Class 9 contains 20984 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 36734 members 
Mstep: Class 12 contains 9675 members 
Mstep: Class 13 contains 5434 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 13618 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 155537 members 
Mstep: Class 19 contains 76722 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 10956 members 
Mstep: Class 23 contains 6093 members 
Mstep: Class 24 contains 4658 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 7655 members 
Mstep: Class 28 contains 3686 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908160.000000 Penalty: 64499.273438
Iteration 69Q: 31 clusters Score -5.490816e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 13124 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 59553 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 20021 members 
Mstep: Class 9 contains 20998 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 36390 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 13 contains 5431 members 
Mstep: Class 14 contains 22867 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 13632 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 155536 members 
Mstep: Class 19 contains 76713 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 4677 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 5007 members 
Mstep: Class 27 contains 7674 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908420.000000 Penalty: 64499.273438
Iteration 70Q: 31 clusters Score -5.490842e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 13400 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 59519 members 
Mstep: Class 6 contains 8940 members 
Mstep: Class 7 contains 16626 members 
Mstep: Class 8 contains 19996 members 
Mstep: Class 9 contains 21006 members 
Mstep: Class 10 contains 4337 members 
Mstep: Class 11 contains 36062 members 
Mstep: Class 12 contains 9634 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 22851 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 13647 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 155533 members 
Mstep: Class 19 contains 76707 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 6166 members 
Mstep: Class 24 contains 4704 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 5002 members 
Mstep: Class 27 contains 7699 members 
Mstep: Class 28 contains 3704 members 
Mstep: Class 29 contains 9604 members 
Mstep: Class 30 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908452.000000 Penalty: 64499.273438
Iteration 71Q: 31 clusters Score -5.490845e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 13662 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 59501 members 
Mstep: Class 6 contains 8963 members 
Mstep: Class 7 contains 16638 members 
Mstep: Class 8 contains 19968 members 
Mstep: Class 9 contains 21013 members 
Mstep: Class 10 contains 4344 members 
Mstep: Class 11 contains 35734 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 13 contains 5426 members 
Mstep: Class 14 contains 22837 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13651 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 155521 members 
Mstep: Class 19 contains 76703 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 11104 members 
Mstep: Class 23 contains 6188 members 
Mstep: Class 24 contains 4735 members 
Mstep: Class 25 contains 6709 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 9606 members 
Mstep: Class 30 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908632.000000 Penalty: 64499.273438
Iteration 72Q: 31 clusters Score -5.490863e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 13900 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 59469 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 16650 members 
Mstep: Class 8 contains 19934 members 
Mstep: Class 9 contains 21031 members 
Mstep: Class 10 contains 4350 members 
Mstep: Class 11 contains 35443 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 5425 members 
Mstep: Class 14 contains 22810 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13658 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 155513 members 
Mstep: Class 19 contains 76699 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 11155 members 
Mstep: Class 23 contains 6206 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 6727 members 
Mstep: Class 26 contains 5006 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 3714 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908696.000000 Penalty: 64499.273438
Iteration 73Q: 31 clusters Score -5.49087e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 59444 members 
Mstep: Class 6 contains 9018 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 19916 members 
Mstep: Class 9 contains 21045 members 
Mstep: Class 10 contains 4345 members 
Mstep: Class 11 contains 35196 members 
Mstep: Class 12 contains 9596 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 22782 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13661 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 155511 members 
Mstep: Class 19 contains 76696 members 
Mstep: Class 20 contains 9019 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 11204 members 
Mstep: Class 23 contains 6221 members 
Mstep: Class 24 contains 4789 members 
Mstep: Class 25 contains 6740 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 7744 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 9606 members 
Mstep: Class 30 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908716.000000 Penalty: 64499.273438
Iteration 74Q: 31 clusters Score -5.490872e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 14359 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 59423 members 
Mstep: Class 6 contains 9042 members 
Mstep: Class 7 contains 16648 members 
Mstep: Class 8 contains 19875 members 
Mstep: Class 9 contains 21060 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 34946 members 
Mstep: Class 12 contains 9579 members 
Mstep: Class 13 contains 5425 members 
Mstep: Class 14 contains 22761 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13675 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 155505 members 
Mstep: Class 19 contains 76695 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 11257 members 
Mstep: Class 23 contains 6232 members 
Mstep: Class 24 contains 4810 members 
Mstep: Class 25 contains 6748 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 7749 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908728.000000 Penalty: 64499.273438
Iteration 75Q: 31 clusters Score -5.490873e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 14568 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 59405 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 7 contains 16650 members 
Mstep: Class 8 contains 19817 members 
Mstep: Class 9 contains 21074 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 34716 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22738 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13707 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 155498 members 
Mstep: Class 19 contains 76691 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 11311 members 
Mstep: Class 23 contains 6242 members 
Mstep: Class 24 contains 4833 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 7762 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 9608 members 
Mstep: Class 30 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908908.000000 Penalty: 64499.273438
Iteration 76Q: 31 clusters Score -5.490891e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 59378 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 16659 members 
Mstep: Class 8 contains 19774 members 
Mstep: Class 9 contains 21086 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 34507 members 
Mstep: Class 12 contains 9542 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 22721 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13725 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 155497 members 
Mstep: Class 19 contains 76687 members 
Mstep: Class 20 contains 8899 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 11358 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 6786 members 
Mstep: Class 26 contains 5006 members 
Mstep: Class 27 contains 7779 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 9609 members 
Mstep: Class 30 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54908920.000000 Penalty: 64499.273438
Iteration 77Q: 31 clusters Score -5.490892e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 14921 members 
Mstep: Class 4 contains 7847 members 
Mstep: Class 5 contains 59356 members 
Mstep: Class 6 contains 9103 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 19728 members 
Mstep: Class 9 contains 21092 members 
Mstep: Class 10 contains 4358 members 
Mstep: Class 11 contains 34313 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 22710 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 13739 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 155501 members 
Mstep: Class 19 contains 76688 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 11415 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 4879 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 5011 members 
Mstep: Class 27 contains 7797 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 9610 members 
Mstep: Class 30 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909132.000000 Penalty: 64499.273438
Iteration 78Q: 31 clusters Score -5.490913e+07 nChanged 607
Entering ConstructFrom: 
Score: -54909132.000000 Penalty: 64499.273438
Entering ConstructFrom: 
Trying to split cluster 1 (10854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Entering Unmasked Estep 
Score: -1106076.250000 Penalty: 1509.996948
	Iteration 0F: 2 clusters Score -1106076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1098354.250000 Penalty: 3019.993896
	Iteration 0F: 3 clusters Score -1098354 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1100982.375000 Penalty: 3019.993896
	Iteration 1F: 3 clusters Score -1100982 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1101346.000000 Penalty: 3019.993896
	Iteration 2F: 3 clusters Score -1101346 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1101651.750000 Penalty: 3019.993896
	Iteration 3F: 3 clusters Score -1101652 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1101949.875000 Penalty: 3019.993896
	Iteration 4F: 3 clusters Score -1101950 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1102207.125000 Penalty: 3019.993896
	Iteration 5Q: 3 clusters Score -1102207 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1102440.625000 Penalty: 3019.993896
	Iteration 6Q: 3 clusters Score -1102441 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1102677.375000 Penalty: 3019.993896
	Iteration 7Q: 3 clusters Score -1102677 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1102923.000000 Penalty: 3019.993896
	Iteration 8Q: 3 clusters Score -1102923 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1103228.000000 Penalty: 3019.993896
	Iteration 9Q: 3 clusters Score -1103228 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1103532.875000 Penalty: 3019.993896
	Iteration 10Q: 3 clusters Score -1103533 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1103805.500000 Penalty: 3019.993896
	Iteration 11Q: 3 clusters Score -1103806 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1104039.125000 Penalty: 3019.993896
	Iteration 12Q: 3 clusters Score -1104039 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1104208.875000 Penalty: 3019.993896
	Iteration 13Q: 3 clusters Score -1104209 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1104318.250000 Penalty: 3019.993896
	Iteration 14Q: 3 clusters Score -1104318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1104376.375000 Penalty: 3019.993896
	Iteration 15Q: 3 clusters Score -1104376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1104419.250000 Penalty: 3019.993896
	Iteration 16Q: 3 clusters Score -1104419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1104450.500000 Penalty: 3019.993896
	Iteration 17Q: 3 clusters Score -1104450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1104475.250000 Penalty: 3019.993896
	Iteration 18Q: 3 clusters Score -1104475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1104497.625000 Penalty: 3019.993896
	Iteration 19Q: 3 clusters Score -1104498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1104512.125000 Penalty: 3019.993896
	Iteration 20F: 3 clusters Score -1104512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1104522.375000 Penalty: 3019.993896
	Iteration 21Q: 3 clusters Score -1104522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1104532.500000 Penalty: 3019.993896
	Iteration 22Q: 3 clusters Score -1104532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1104542.250000 Penalty: 3019.993896
	Iteration 23Q: 3 clusters Score -1104542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1104554.625000 Penalty: 3019.993896
	Iteration 24Q: 3 clusters Score -1104555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1104559.000000 Penalty: 3019.993896
	Iteration 25Q: 3 clusters Score -1104559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1104567.125000 Penalty: 3019.993896
	Iteration 26Q: 3 clusters Score -1104567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1104571.125000 Penalty: 3019.993896
	Iteration 27Q: 3 clusters Score -1104571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1104579.125000 Penalty: 3019.993896
	Iteration 28Q: 3 clusters Score -1104579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1104582.500000 Penalty: 3019.993896
	Iteration 29Q: 3 clusters Score -1104582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1104588.500000 Penalty: 3019.993896
	Iteration 30Q: 3 clusters Score -1104588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1104600.000000 Penalty: 3019.993896
	Iteration 31Q: 3 clusters Score -1104600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1104603.500000 Penalty: 3019.993896
	Iteration 32Q: 3 clusters Score -1104604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1104610.625000 Penalty: 3019.993896
	Iteration 33Q: 3 clusters Score -1104611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1104617.875000 Penalty: 3019.993896
	Iteration 34Q: 3 clusters Score -1104618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1104621.875000 Penalty: 3019.993896
	Iteration 35Q: 3 clusters Score -1104622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1104624.625000 Penalty: 3019.993896
	Iteration 36Q: 3 clusters Score -1104625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1104631.125000 Penalty: 3019.993896
	Iteration 37Q: 3 clusters Score -1104631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1104637.500000 Penalty: 3019.993896
	Iteration 38Q: 3 clusters Score -1104638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1104641.125000 Penalty: 3019.993896
	Iteration 39Q: 3 clusters Score -1104641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1104645.625000 Penalty: 3019.993896
	Iteration 40F: 3 clusters Score -1104646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1104650.750000 Penalty: 3019.993896
	Iteration 41Q: 3 clusters Score -1104651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1104653.125000 Penalty: 3019.993896
	Iteration 42Q: 3 clusters Score -1104653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1104655.625000 Penalty: 3019.993896
	Iteration 43Q: 3 clusters Score -1104656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1104657.875000 Penalty: 3019.993896
	Iteration 44Q: 3 clusters Score -1104658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1104654.625000 Penalty: 3019.993896
	Iteration 45Q: 3 clusters Score -1104655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1104660.500000 Penalty: 3019.993896
	Iteration 46Q: 3 clusters Score -1104660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1104662.500000 Penalty: 3019.993896
	Iteration 47Q: 3 clusters Score -1104662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1104666.125000 Penalty: 3019.993896
	Iteration 48Q: 3 clusters Score -1104666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1104671.125000 Penalty: 3019.993896
	Iteration 49Q: 3 clusters Score -1104671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1104672.750000 Penalty: 3019.993896
	Iteration 50Q: 3 clusters Score -1104673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1104669.125000 Penalty: 3019.993896
	Iteration 51Q: 3 clusters Score -1104669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1104675.000000 Penalty: 3019.993896
	Iteration 52Q: 3 clusters Score -1104675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1104673.500000 Penalty: 3019.993896
	Iteration 53Q: 3 clusters Score -1104674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1104676.125000 Penalty: 3019.993896
	Iteration 54Q: 3 clusters Score -1104676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1104678.875000 Penalty: 3019.993896
	Iteration 55Q: 3 clusters Score -1104679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1104684.750000 Penalty: 3019.993896
	Iteration 56Q: 3 clusters Score -1104685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1104683.625000 Penalty: 3019.993896
	Iteration 57Q: 3 clusters Score -1104684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1104689.125000 Penalty: 3019.993896
	Iteration 58Q: 3 clusters Score -1104689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1104691.500000 Penalty: 3019.993896
	Iteration 59Q: 3 clusters Score -1104692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1104692.875000 Penalty: 3019.993896
	Iteration 60F: 3 clusters Score -1104693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1104691.750000 Penalty: 3019.993896
	Iteration 61Q: 3 clusters Score -1104692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1104690.875000 Penalty: 3019.993896
	Iteration 62Q: 3 clusters Score -1104691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1104692.750000 Penalty: 3019.993896
	Iteration 63Q: 3 clusters Score -1104693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1104692.250000 Penalty: 3019.993896
	Iteration 64Q: 3 clusters Score -1104692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1104692.250000 Penalty: 3019.993896
	Iteration 65F: 3 clusters Score -1104692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -315147.250000 Penalty: 1311.623779
	Iteration 0F: 2 clusters Score -315147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -312332.656250 Penalty: 2623.247559
	Iteration 0F: 3 clusters Score -312332.7 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -313079.625000 Penalty: 2623.247559
	Iteration 1F: 3 clusters Score -313079.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -313289.062500 Penalty: 2623.247559
	Iteration 2F: 3 clusters Score -313289.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -313431.500000 Penalty: 2623.247559
	Iteration 3F: 3 clusters Score -313431.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -313554.750000 Penalty: 2623.247559
	Iteration 4Q: 3 clusters Score -313554.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -313687.031250 Penalty: 2623.247559
	Iteration 5Q: 3 clusters Score -313687 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -313863.156250 Penalty: 2623.247559
	Iteration 6Q: 3 clusters Score -313863.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -313968.093750 Penalty: 2623.247559
	Iteration 7Q: 3 clusters Score -313968.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -314042.625000 Penalty: 2623.247559
	Iteration 8Q: 3 clusters Score -314042.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -314111.687500 Penalty: 2623.247559
	Iteration 9Q: 3 clusters Score -314111.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -314166.218750 Penalty: 2623.247559
	Iteration 10Q: 3 clusters Score -314166.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -314224.968750 Penalty: 2623.247559
	Iteration 11Q: 3 clusters Score -314225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -314274.875000 Penalty: 2623.247559
	Iteration 12Q: 3 clusters Score -314274.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -314324.687500 Penalty: 2623.247559
	Iteration 13Q: 3 clusters Score -314324.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -314369.625000 Penalty: 2623.247559
	Iteration 14Q: 3 clusters Score -314369.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -314419.343750 Penalty: 2623.247559
	Iteration 15Q: 3 clusters Score -314419.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -314463.062500 Penalty: 2623.247559
	Iteration 16Q: 3 clusters Score -314463.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -314508.593750 Penalty: 2623.247559
	Iteration 17Q: 3 clusters Score -314508.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -314537.718750 Penalty: 2623.247559
	Iteration 18Q: 3 clusters Score -314537.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -314560.562500 Penalty: 2623.247559
	Iteration 19Q: 3 clusters Score -314560.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -314574.500000 Penalty: 2623.247559
	Iteration 20F: 3 clusters Score -314574.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -314584.375000 Penalty: 2623.247559
	Iteration 21Q: 3 clusters Score -314584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -314595.187500 Penalty: 2623.247559
	Iteration 22Q: 3 clusters Score -314595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -314603.468750 Penalty: 2623.247559
	Iteration 23Q: 3 clusters Score -314603.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -314612.437500 Penalty: 2623.247559
	Iteration 24Q: 3 clusters Score -314612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -314627.843750 Penalty: 2623.247559
	Iteration 25Q: 3 clusters Score -314627.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -314655.937500 Penalty: 2623.247559
	Iteration 26Q: 3 clusters Score -314655.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -314687.468750 Penalty: 2623.247559
	Iteration 27Q: 3 clusters Score -314687.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -314730.125000 Penalty: 2623.247559
	Iteration 28Q: 3 clusters Score -314730.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -314758.031250 Penalty: 2623.247559
	Iteration 29Q: 3 clusters Score -314758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -314779.843750 Penalty: 2623.247559
	Iteration 30Q: 3 clusters Score -314779.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -314798.062500 Penalty: 2623.247559
	Iteration 31Q: 3 clusters Score -314798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -314805.906250 Penalty: 2623.247559
	Iteration 32Q: 3 clusters Score -314805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -314812.031250 Penalty: 2623.247559
	Iteration 33Q: 3 clusters Score -314812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -314814.437500 Penalty: 2623.247559
	Iteration 34Q: 3 clusters Score -314814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -314814.781250 Penalty: 2623.247559
	Iteration 35Q: 3 clusters Score -314814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -314814.781250 Penalty: 2623.247559
	Iteration 36F: 3 clusters Score -314814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Entering Unmasked Estep 
Score: -1543785.875000 Penalty: 1563.378906
	Iteration 0F: 2 clusters Score -1543786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1533281.750000 Penalty: 3126.757812
	Iteration 0F: 3 clusters Score -1533282 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1536920.375000 Penalty: 3126.757812
	Iteration 1F: 3 clusters Score -1536920 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1537332.500000 Penalty: 3126.757812
	Iteration 2F: 3 clusters Score -1537332 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1537828.500000 Penalty: 3126.757812
	Iteration 3F: 3 clusters Score -1537828 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1538509.250000 Penalty: 3126.757812
	Iteration 4F: 3 clusters Score -1538509 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1539334.500000 Penalty: 3126.757812
	Iteration 5F: 3 clusters Score -1539334 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1540123.750000 Penalty: 3126.757812
	Iteration 6F: 3 clusters Score -1540124 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1540701.750000 Penalty: 3126.757812
	Iteration 7F: 3 clusters Score -1540702 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1541100.000000 Penalty: 3126.757812
	Iteration 8Q: 3 clusters Score -1541100 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1541334.625000 Penalty: 3126.757812
	Iteration 9Q: 3 clusters Score -1541335 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1541497.625000 Penalty: 3126.757812
	Iteration 10Q: 3 clusters Score -1541498 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1541651.375000 Penalty: 3126.757812
	Iteration 11Q: 3 clusters Score -1541651 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1541827.875000 Penalty: 3126.757812
	Iteration 12Q: 3 clusters Score -1541828 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1542078.625000 Penalty: 3126.757812
	Iteration 13Q: 3 clusters Score -1542079 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1542458.000000 Penalty: 3126.757812
	Iteration 14Q: 3 clusters Score -1542458 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1542946.750000 Penalty: 3126.757812
	Iteration 15Q: 3 clusters Score -1542947 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1543365.750000 Penalty: 3126.757812
	Iteration 16Q: 3 clusters Score -1543366 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1543600.750000 Penalty: 3126.757812
	Iteration 17Q: 3 clusters Score -1543601 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1543732.375000 Penalty: 3126.757812
	Iteration 18Q: 3 clusters Score -1543732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1543788.250000 Penalty: 3126.757812
	Iteration 19Q: 3 clusters Score -1543788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1543804.875000 Penalty: 3126.757812
	Iteration 20F: 3 clusters Score -1543805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1543822.125000 Penalty: 3126.757812
	Iteration 21Q: 3 clusters Score -1543822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1543829.250000 Penalty: 3126.757812
	Iteration 22Q: 3 clusters Score -1543829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1543829.500000 Penalty: 3126.757812
	Iteration 23Q: 3 clusters Score -1543830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1543830.750000 Penalty: 3126.757812
	Iteration 24Q: 3 clusters Score -1543831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1543832.625000 Penalty: 3126.757812
	Iteration 25Q: 3 clusters Score -1543833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1543835.250000 Penalty: 3126.757812
	Iteration 26Q: 3 clusters Score -1543835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1543834.875000 Penalty: 3126.757812
	Iteration 27Q: 3 clusters Score -1543835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1543835.625000 Penalty: 3126.757812
	Iteration 28Q: 3 clusters Score -1543836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1543833.750000 Penalty: 3126.757812
	Iteration 29Q: 3 clusters Score -1543834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1543833.250000 Penalty: 3126.757812
	Iteration 30Q: 3 clusters Score -1543833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1543833.250000 Penalty: 3126.757812
	Iteration 31Q: 3 clusters Score -1543833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1543835.375000 Penalty: 3126.757812
	Iteration 32Q: 3 clusters Score -1543835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1543835.875000 Penalty: 3126.757812
	Iteration 33Q: 3 clusters Score -1543836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1543837.250000 Penalty: 3126.757812
	Iteration 34Q: 3 clusters Score -1543837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1543836.250000 Penalty: 3126.757812
	Iteration 35Q: 3 clusters Score -1543836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1543834.750000 Penalty: 3126.757812
	Iteration 36Q: 3 clusters Score -1543835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1543836.750000 Penalty: 3126.757812
	Iteration 37Q: 3 clusters Score -1543837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1543834.500000 Penalty: 3126.757812
	Iteration 38Q: 3 clusters Score -1543834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1543834.750000 Penalty: 3126.757812
	Iteration 39Q: 3 clusters Score -1543835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1543834.750000 Penalty: 3126.757812
	Iteration 40F: 3 clusters Score -1543835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 155496 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 8801 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 8625 members 
Entering Unmasked Estep 
Score: -54908484.000000 Penalty: 66649.250000
Splitting cluster 3 changes total score from -54909132.000000 to -54908484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -799963.625000 Penalty: 1456.887695
	Iteration 0F: 2 clusters Score -799963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -794171.625000 Penalty: 2913.775391
	Iteration 0F: 3 clusters Score -794171.6 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -796049.437500 Penalty: 2913.775391
	Iteration 1F: 3 clusters Score -796049.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -796378.187500 Penalty: 2913.775391
	Iteration 2F: 3 clusters Score -796378.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -796758.312500 Penalty: 2913.775391
	Iteration 3F: 3 clusters Score -796758.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -797279.562500 Penalty: 2913.775391
	Iteration 4F: 3 clusters Score -797279.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -797902.500000 Penalty: 2913.775391
	Iteration 5F: 3 clusters Score -797902.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -798488.625000 Penalty: 2913.775391
	Iteration 6F: 3 clusters Score -798488.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -798909.437500 Penalty: 2913.775391
	Iteration 7F: 3 clusters Score -798909.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -799119.875000 Penalty: 2913.775391
	Iteration 8Q: 3 clusters Score -799119.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -799220.625000 Penalty: 2913.775391
	Iteration 9Q: 3 clusters Score -799220.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -799268.375000 Penalty: 2913.775391
	Iteration 10Q: 3 clusters Score -799268.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -799292.437500 Penalty: 2913.775391
	Iteration 11Q: 3 clusters Score -799292.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -799309.750000 Penalty: 2913.775391
	Iteration 12Q: 3 clusters Score -799309.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -799330.000000 Penalty: 2913.775391
	Iteration 13Q: 3 clusters Score -799330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -799351.562500 Penalty: 2913.775391
	Iteration 14Q: 3 clusters Score -799351.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -799371.937500 Penalty: 2913.775391
	Iteration 15Q: 3 clusters Score -799371.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -799395.125000 Penalty: 2913.775391
	Iteration 16Q: 3 clusters Score -799395.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -799414.562500 Penalty: 2913.775391
	Iteration 17Q: 3 clusters Score -799414.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -799441.125000 Penalty: 2913.775391
	Iteration 18Q: 3 clusters Score -799441.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -799477.500000 Penalty: 2913.775391
	Iteration 19Q: 3 clusters Score -799477.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -799512.375000 Penalty: 2913.775391
	Iteration 20F: 3 clusters Score -799512.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -799541.250000 Penalty: 2913.775391
	Iteration 21Q: 3 clusters Score -799541.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -799572.000000 Penalty: 2913.775391
	Iteration 22Q: 3 clusters Score -799572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -799611.750000 Penalty: 2913.775391
	Iteration 23Q: 3 clusters Score -799611.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -799649.875000 Penalty: 2913.775391
	Iteration 24Q: 3 clusters Score -799649.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -799686.812500 Penalty: 2913.775391
	Iteration 25Q: 3 clusters Score -799686.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -799718.812500 Penalty: 2913.775391
	Iteration 26Q: 3 clusters Score -799718.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -799743.000000 Penalty: 2913.775391
	Iteration 27Q: 3 clusters Score -799743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -799757.937500 Penalty: 2913.775391
	Iteration 28Q: 3 clusters Score -799757.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -799770.875000 Penalty: 2913.775391
	Iteration 29Q: 3 clusters Score -799770.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -799780.812500 Penalty: 2913.775391
	Iteration 30Q: 3 clusters Score -799780.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -799790.187500 Penalty: 2913.775391
	Iteration 31Q: 3 clusters Score -799790.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -799801.875000 Penalty: 2913.775391
	Iteration 32Q: 3 clusters Score -799801.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -799809.500000 Penalty: 2913.775391
	Iteration 33Q: 3 clusters Score -799809.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -799822.875000 Penalty: 2913.775391
	Iteration 34Q: 3 clusters Score -799822.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -799834.625000 Penalty: 2913.775391
	Iteration 35Q: 3 clusters Score -799834.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -799844.437500 Penalty: 2913.775391
	Iteration 36Q: 3 clusters Score -799844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -799849.000000 Penalty: 2913.775391
	Iteration 37Q: 3 clusters Score -799849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -799856.062500 Penalty: 2913.775391
	Iteration 38Q: 3 clusters Score -799856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -799856.937500 Penalty: 2913.775391
	Iteration 39Q: 3 clusters Score -799856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -799857.312500 Penalty: 2913.775391
	Iteration 40F: 3 clusters Score -799857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -799859.937500 Penalty: 2913.775391
	Iteration 41Q: 3 clusters Score -799859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -799862.187500 Penalty: 2913.775391
	Iteration 42Q: 3 clusters Score -799862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -799861.250000 Penalty: 2913.775391
	Iteration 43Q: 3 clusters Score -799861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -799861.562500 Penalty: 2913.775391
	Iteration 44Q: 3 clusters Score -799861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -799863.812500 Penalty: 2913.775391
	Iteration 45Q: 3 clusters Score -799863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -799864.187500 Penalty: 2913.775391
	Iteration 46Q: 3 clusters Score -799864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -799866.500000 Penalty: 2913.775391
	Iteration 47Q: 3 clusters Score -799866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -799868.312500 Penalty: 2913.775391
	Iteration 48Q: 3 clusters Score -799868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -799868.250000 Penalty: 2913.775391
	Iteration 49Q: 3 clusters Score -799868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -799867.562500 Penalty: 2913.775391
	Iteration 50Q: 3 clusters Score -799867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -799870.000000 Penalty: 2913.775391
	Iteration 51Q: 3 clusters Score -799870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -799872.312500 Penalty: 2913.775391
	Iteration 52Q: 3 clusters Score -799872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -799873.000000 Penalty: 2913.775391
	Iteration 53Q: 3 clusters Score -799873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -799875.500000 Penalty: 2913.775391
	Iteration 54Q: 3 clusters Score -799875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -799876.000000 Penalty: 2913.775391
	Iteration 55Q: 3 clusters Score -799876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -799877.250000 Penalty: 2913.775391
	Iteration 56Q: 3 clusters Score -799877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -799876.062500 Penalty: 2913.775391
	Iteration 57Q: 3 clusters Score -799876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -799876.250000 Penalty: 2913.775391
	Iteration 58Q: 3 clusters Score -799876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -799876.250000 Penalty: 2913.775391
	Iteration 59F: 3 clusters Score -799876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Entering Unmasked Estep 
Score: -6159591.500000 Penalty: 1786.071167
	Iteration 0F: 2 clusters Score -6159592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -6119867.500000 Penalty: 3572.142334
	Iteration 0F: 3 clusters Score -6119868 nChanged 27943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6135931.500000 Penalty: 3572.142334
	Iteration 1F: 3 clusters Score -6135932 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -6136609.000000 Penalty: 3572.142334
	Iteration 2Q: 3 clusters Score -6136609 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -6137591.000000 Penalty: 3572.142334
	Iteration 3Q: 3 clusters Score -6137591 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -6139111.500000 Penalty: 3572.142334
	Iteration 4F: 3 clusters Score -6139112 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -6141430.000000 Penalty: 3572.142334
	Iteration 5F: 3 clusters Score -6141430 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -6144686.000000 Penalty: 3572.142334
	Iteration 6F: 3 clusters Score -6144686 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -6148191.500000 Penalty: 3572.142334
	Iteration 7F: 3 clusters Score -6148192 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -6151441.000000 Penalty: 3572.142334
	Iteration 8F: 3 clusters Score -6151441 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6153771.000000 Penalty: 3572.142334
	Iteration 9Q: 3 clusters Score -6153771 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -6155262.000000 Penalty: 3572.142334
	Iteration 10Q: 3 clusters Score -6155262 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6156272.500000 Penalty: 3572.142334
	Iteration 11Q: 3 clusters Score -6156272 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6156919.500000 Penalty: 3572.142334
	Iteration 12Q: 3 clusters Score -6156920 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6157322.500000 Penalty: 3572.142334
	Iteration 13Q: 3 clusters Score -6157322 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6157616.500000 Penalty: 3572.142334
	Iteration 14Q: 3 clusters Score -6157616 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6157788.000000 Penalty: 3572.142334
	Iteration 15Q: 3 clusters Score -6157788 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6157904.500000 Penalty: 3572.142334
	Iteration 16Q: 3 clusters Score -6157904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6157960.500000 Penalty: 3572.142334
	Iteration 17Q: 3 clusters Score -6157960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6158007.500000 Penalty: 3572.142334
	Iteration 18Q: 3 clusters Score -6158008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6158042.000000 Penalty: 3572.142334
	Iteration 19Q: 3 clusters Score -6158042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6158068.000000 Penalty: 3572.142334
	Iteration 20F: 3 clusters Score -6158068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6158087.500000 Penalty: 3572.142334
	Iteration 21Q: 3 clusters Score -6158088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6158097.500000 Penalty: 3572.142334
	Iteration 22Q: 3 clusters Score -6158098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6158096.500000 Penalty: 3572.142334
	Iteration 23Q: 3 clusters Score -6158096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6158099.500000 Penalty: 3572.142334
	Iteration 24Q: 3 clusters Score -6158100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6158104.500000 Penalty: 3572.142334
	Iteration 25Q: 3 clusters Score -6158104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6158113.500000 Penalty: 3572.142334
	Iteration 26Q: 3 clusters Score -6158114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6158112.500000 Penalty: 3572.142334
	Iteration 27Q: 3 clusters Score -6158112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6158115.500000 Penalty: 3572.142334
	Iteration 28Q: 3 clusters Score -6158116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6158121.000000 Penalty: 3572.142334
	Iteration 29Q: 3 clusters Score -6158121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6158125.000000 Penalty: 3572.142334
	Iteration 30Q: 3 clusters Score -6158125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6158128.500000 Penalty: 3572.142334
	Iteration 31Q: 3 clusters Score -6158128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6158132.500000 Penalty: 3572.142334
	Iteration 32Q: 3 clusters Score -6158132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6158135.000000 Penalty: 3572.142334
	Iteration 33Q: 3 clusters Score -6158135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6158136.500000 Penalty: 3572.142334
	Iteration 34Q: 3 clusters Score -6158136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6158145.000000 Penalty: 3572.142334
	Iteration 35Q: 3 clusters Score -6158145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6158145.500000 Penalty: 3572.142334
	Iteration 36Q: 3 clusters Score -6158146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6158145.500000 Penalty: 3572.142334
	Iteration 37Q: 3 clusters Score -6158146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6158150.000000 Penalty: 3572.142334
	Iteration 38Q: 3 clusters Score -6158150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6158146.000000 Penalty: 3572.142334
	Iteration 39Q: 3 clusters Score -6158146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6158147.000000 Penalty: 3572.142334
	Iteration 40F: 3 clusters Score -6158147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6158157.500000 Penalty: 3572.142334
	Iteration 41Q: 3 clusters Score -6158158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6158155.000000 Penalty: 3572.142334
	Iteration 42Q: 3 clusters Score -6158155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6158164.000000 Penalty: 3572.142334
	Iteration 43Q: 3 clusters Score -6158164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6158157.500000 Penalty: 3572.142334
	Iteration 44Q: 3 clusters Score -6158158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6158157.500000 Penalty: 3572.142334
	Iteration 45F: 3 clusters Score -6158158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -879654.750000 Penalty: 1481.836182
	Iteration 0F: 2 clusters Score -879654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -873103.437500 Penalty: 2963.672363
	Iteration 0F: 3 clusters Score -873103.4 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -875349.875000 Penalty: 2963.672363
	Iteration 1F: 3 clusters Score -875349.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -875845.437500 Penalty: 2963.672363
	Iteration 2F: 3 clusters Score -875845.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -876312.437500 Penalty: 2963.672363
	Iteration 3F: 3 clusters Score -876312.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -876672.312500 Penalty: 2963.672363
	Iteration 4F: 3 clusters Score -876672.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -876963.250000 Penalty: 2963.672363
	Iteration 5F: 3 clusters Score -876963.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -877199.062500 Penalty: 2963.672363
	Iteration 6Q: 3 clusters Score -877199.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -877365.625000 Penalty: 2963.672363
	Iteration 7Q: 3 clusters Score -877365.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -877473.750000 Penalty: 2963.672363
	Iteration 8Q: 3 clusters Score -877473.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -877575.625000 Penalty: 2963.672363
	Iteration 9Q: 3 clusters Score -877575.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -877657.687500 Penalty: 2963.672363
	Iteration 10Q: 3 clusters Score -877657.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -877740.125000 Penalty: 2963.672363
	Iteration 11Q: 3 clusters Score -877740.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -877809.125000 Penalty: 2963.672363
	Iteration 12Q: 3 clusters Score -877809.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -877871.750000 Penalty: 2963.672363
	Iteration 13Q: 3 clusters Score -877871.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -877912.187500 Penalty: 2963.672363
	Iteration 14Q: 3 clusters Score -877912.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -877950.812500 Penalty: 2963.672363
	Iteration 15Q: 3 clusters Score -877950.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -877990.812500 Penalty: 2963.672363
	Iteration 16Q: 3 clusters Score -877990.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -878025.625000 Penalty: 2963.672363
	Iteration 17Q: 3 clusters Score -878025.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -878057.000000 Penalty: 2963.672363
	Iteration 18Q: 3 clusters Score -878057 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -878082.187500 Penalty: 2963.672363
	Iteration 19Q: 3 clusters Score -878082.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -878103.812500 Penalty: 2963.672363
	Iteration 20F: 3 clusters Score -878103.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -878125.187500 Penalty: 2963.672363
	Iteration 21Q: 3 clusters Score -878125.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -878141.625000 Penalty: 2963.672363
	Iteration 22Q: 3 clusters Score -878141.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -878155.875000 Penalty: 2963.672363
	Iteration 23Q: 3 clusters Score -878155.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -878173.125000 Penalty: 2963.672363
	Iteration 24Q: 3 clusters Score -878173.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -878182.375000 Penalty: 2963.672363
	Iteration 25Q: 3 clusters Score -878182.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -878198.250000 Penalty: 2963.672363
	Iteration 26Q: 3 clusters Score -878198.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -878214.062500 Penalty: 2963.672363
	Iteration 27Q: 3 clusters Score -878214.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -878233.500000 Penalty: 2963.672363
	Iteration 28Q: 3 clusters Score -878233.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -878254.562500 Penalty: 2963.672363
	Iteration 29Q: 3 clusters Score -878254.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -878274.375000 Penalty: 2963.672363
	Iteration 30Q: 3 clusters Score -878274.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -878297.500000 Penalty: 2963.672363
	Iteration 31Q: 3 clusters Score -878297.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -878314.500000 Penalty: 2963.672363
	Iteration 32Q: 3 clusters Score -878314.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -878325.937500 Penalty: 2963.672363
	Iteration 33Q: 3 clusters Score -878325.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -878331.562500 Penalty: 2963.672363
	Iteration 34Q: 3 clusters Score -878331.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -878342.062500 Penalty: 2963.672363
	Iteration 35Q: 3 clusters Score -878342.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -878351.375000 Penalty: 2963.672363
	Iteration 36Q: 3 clusters Score -878351.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -878362.187500 Penalty: 2963.672363
	Iteration 37Q: 3 clusters Score -878362.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -878370.562500 Penalty: 2963.672363
	Iteration 38Q: 3 clusters Score -878370.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -878383.812500 Penalty: 2963.672363
	Iteration 39Q: 3 clusters Score -878383.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -878399.000000 Penalty: 2963.672363
	Iteration 40F: 3 clusters Score -878399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -878415.937500 Penalty: 2963.672363
	Iteration 41Q: 3 clusters Score -878415.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -878437.062500 Penalty: 2963.672363
	Iteration 42Q: 3 clusters Score -878437.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -878453.875000 Penalty: 2963.672363
	Iteration 43Q: 3 clusters Score -878453.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -878472.062500 Penalty: 2963.672363
	Iteration 44Q: 3 clusters Score -878472.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -878489.312500 Penalty: 2963.672363
	Iteration 45Q: 3 clusters Score -878489.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -878501.562500 Penalty: 2963.672363
	Iteration 46Q: 3 clusters Score -878501.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -878515.062500 Penalty: 2963.672363
	Iteration 47Q: 3 clusters Score -878515.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -878530.562500 Penalty: 2963.672363
	Iteration 48Q: 3 clusters Score -878530.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -878549.625000 Penalty: 2963.672363
	Iteration 49Q: 3 clusters Score -878549.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -878561.437500 Penalty: 2963.672363
	Iteration 50Q: 3 clusters Score -878561.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -878571.875000 Penalty: 2963.672363
	Iteration 51Q: 3 clusters Score -878571.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -878581.187500 Penalty: 2963.672363
	Iteration 52Q: 3 clusters Score -878581.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -878588.625000 Penalty: 2963.672363
	Iteration 53Q: 3 clusters Score -878588.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -878590.312500 Penalty: 2963.672363
	Iteration 54Q: 3 clusters Score -878590.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -878592.812500 Penalty: 2963.672363
	Iteration 55Q: 3 clusters Score -878592.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -878596.500000 Penalty: 2963.672363
	Iteration 56Q: 3 clusters Score -878596.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -878599.250000 Penalty: 2963.672363
	Iteration 57Q: 3 clusters Score -878599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -878600.687500 Penalty: 2963.672363
	Iteration 58Q: 3 clusters Score -878600.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -878604.500000 Penalty: 2963.672363
	Iteration 59Q: 3 clusters Score -878604.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -878606.750000 Penalty: 2963.672363
	Iteration 60F: 3 clusters Score -878606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -878610.500000 Penalty: 2963.672363
	Iteration 61Q: 3 clusters Score -878610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -878616.750000 Penalty: 2963.672363
	Iteration 62Q: 3 clusters Score -878616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -878618.187500 Penalty: 2963.672363
	Iteration 63Q: 3 clusters Score -878618.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -878621.687500 Penalty: 2963.672363
	Iteration 64Q: 3 clusters Score -878621.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -878623.500000 Penalty: 2963.672363
	Iteration 65Q: 3 clusters Score -878623.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -878627.375000 Penalty: 2963.672363
	Iteration 66Q: 3 clusters Score -878627.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -878628.562500 Penalty: 2963.672363
	Iteration 67Q: 3 clusters Score -878628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -878630.187500 Penalty: 2963.672363
	Iteration 68Q: 3 clusters Score -878630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -878631.875000 Penalty: 2963.672363
	Iteration 69Q: 3 clusters Score -878631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -878634.125000 Penalty: 2963.672363
	Iteration 70Q: 3 clusters Score -878634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -878634.812500 Penalty: 2963.672363
	Iteration 71Q: 3 clusters Score -878634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -878636.000000 Penalty: 2963.672363
	Iteration 72Q: 3 clusters Score -878636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -878641.625000 Penalty: 2963.672363
	Iteration 73Q: 3 clusters Score -878641.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -878647.375000 Penalty: 2963.672363
	Iteration 74Q: 3 clusters Score -878647.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -878648.625000 Penalty: 2963.672363
	Iteration 75Q: 3 clusters Score -878648.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -878654.500000 Penalty: 2963.672363
	Iteration 76Q: 3 clusters Score -878654.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -878659.187500 Penalty: 2963.672363
	Iteration 77Q: 3 clusters Score -878659.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -878663.250000 Penalty: 2963.672363
	Iteration 78Q: 3 clusters Score -878663.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -878670.875000 Penalty: 2963.672363
	Iteration 79Q: 3 clusters Score -878670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -878675.187500 Penalty: 2963.672363
	Iteration 80F: 3 clusters Score -878675.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -878681.062500 Penalty: 2963.672363
	Iteration 81Q: 3 clusters Score -878681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -878683.625000 Penalty: 2963.672363
	Iteration 82Q: 3 clusters Score -878683.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -878688.812500 Penalty: 2963.672363
	Iteration 83Q: 3 clusters Score -878688.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -878693.312500 Penalty: 2963.672363
	Iteration 84Q: 3 clusters Score -878693.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -878695.062500 Penalty: 2963.672363
	Iteration 85Q: 3 clusters Score -878695.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -878699.312500 Penalty: 2963.672363
	Iteration 86Q: 3 clusters Score -878699.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -878707.875000 Penalty: 2963.672363
	Iteration 87Q: 3 clusters Score -878707.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -878711.500000 Penalty: 2963.672363
	Iteration 88Q: 3 clusters Score -878711.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -878717.875000 Penalty: 2963.672363
	Iteration 89Q: 3 clusters Score -878717.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -878727.812500 Penalty: 2963.672363
	Iteration 90Q: 3 clusters Score -878727.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -878736.812500 Penalty: 2963.672363
	Iteration 91Q: 3 clusters Score -878736.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -878749.437500 Penalty: 2963.672363
	Iteration 92Q: 3 clusters Score -878749.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -878754.250000 Penalty: 2963.672363
	Iteration 93Q: 3 clusters Score -878754.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -878759.937500 Penalty: 2963.672363
	Iteration 94Q: 3 clusters Score -878759.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -878769.187500 Penalty: 2963.672363
	Iteration 95Q: 3 clusters Score -878769.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -878778.000000 Penalty: 2963.672363
	Iteration 96Q: 3 clusters Score -878778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -878785.000000 Penalty: 2963.672363
	Iteration 97Q: 3 clusters Score -878785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -878791.937500 Penalty: 2963.672363
	Iteration 98Q: 3 clusters Score -878791.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -878794.750000 Penalty: 2963.672363
	Iteration 99Q: 3 clusters Score -878794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -878802.750000 Penalty: 2963.672363
	Iteration 100F: 3 clusters Score -878802.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -878808.500000 Penalty: 2963.672363
	Iteration 101Q: 3 clusters Score -878808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -878818.375000 Penalty: 2963.672363
	Iteration 102Q: 3 clusters Score -878818.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -878827.687500 Penalty: 2963.672363
	Iteration 103Q: 3 clusters Score -878827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -878833.625000 Penalty: 2963.672363
	Iteration 104Q: 3 clusters Score -878833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -878834.375000 Penalty: 2963.672363
	Iteration 105Q: 3 clusters Score -878834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -878838.312500 Penalty: 2963.672363
	Iteration 106Q: 3 clusters Score -878838.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -878842.125000 Penalty: 2963.672363
	Iteration 107Q: 3 clusters Score -878842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -878844.250000 Penalty: 2963.672363
	Iteration 108Q: 3 clusters Score -878844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -878846.687500 Penalty: 2963.672363
	Iteration 109Q: 3 clusters Score -878846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -878849.562500 Penalty: 2963.672363
	Iteration 110Q: 3 clusters Score -878849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -878852.375000 Penalty: 2963.672363
	Iteration 111Q: 3 clusters Score -878852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -878855.750000 Penalty: 2963.672363
	Iteration 112Q: 3 clusters Score -878855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -878854.812500 Penalty: 2963.672363
	Iteration 113Q: 3 clusters Score -878854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -878855.125000 Penalty: 2963.672363
	Iteration 114Q: 3 clusters Score -878855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -878857.625000 Penalty: 2963.672363
	Iteration 115Q: 3 clusters Score -878857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -878859.000000 Penalty: 2963.672363
	Iteration 116Q: 3 clusters Score -878859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -878865.687500 Penalty: 2963.672363
	Iteration 117Q: 3 clusters Score -878865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -878869.312500 Penalty: 2963.672363
	Iteration 118Q: 3 clusters Score -878869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -878874.375000 Penalty: 2963.672363
	Iteration 119Q: 3 clusters Score -878874.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -878880.437500 Penalty: 2963.672363
	Iteration 120F: 3 clusters Score -878880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -878883.000000 Penalty: 2963.672363
	Iteration 121Q: 3 clusters Score -878883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -878888.250000 Penalty: 2963.672363
	Iteration 122Q: 3 clusters Score -878888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -878890.875000 Penalty: 2963.672363
	Iteration 123Q: 3 clusters Score -878890.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -878894.312500 Penalty: 2963.672363
	Iteration 124Q: 3 clusters Score -878894.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -878898.750000 Penalty: 2963.672363
	Iteration 125Q: 3 clusters Score -878898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -878906.312500 Penalty: 2963.672363
	Iteration 126Q: 3 clusters Score -878906.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -878908.000000 Penalty: 2963.672363
	Iteration 127Q: 3 clusters Score -878908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -878913.187500 Penalty: 2963.672363
	Iteration 128Q: 3 clusters Score -878913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -878917.062500 Penalty: 2963.672363
	Iteration 129Q: 3 clusters Score -878917.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -878920.375000 Penalty: 2963.672363
	Iteration 130Q: 3 clusters Score -878920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -878921.437500 Penalty: 2963.672363
	Iteration 131Q: 3 clusters Score -878921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -878921.625000 Penalty: 2963.672363
	Iteration 132Q: 3 clusters Score -878921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -878923.125000 Penalty: 2963.672363
	Iteration 133Q: 3 clusters Score -878923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -878922.312500 Penalty: 2963.672363
	Iteration 134Q: 3 clusters Score -878922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -878923.125000 Penalty: 2963.672363
	Iteration 135Q: 3 clusters Score -878923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -878923.125000 Penalty: 2963.672363
	Iteration 136Q: 3 clusters Score -878923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -878923.125000 Penalty: 2963.672363
	Iteration 137F: 3 clusters Score -878923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Entering Unmasked Estep 
Score: -1658143.625000 Penalty: 1579.760986
	Iteration 0F: 2 clusters Score -1658144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1646640.500000 Penalty: 3159.521973
	Iteration 0F: 3 clusters Score -1646640 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1650850.125000 Penalty: 3159.521973
	Iteration 1F: 3 clusters Score -1650850 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1651366.375000 Penalty: 3159.521973
	Iteration 2F: 3 clusters Score -1651366 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1651956.500000 Penalty: 3159.521973
	Iteration 3F: 3 clusters Score -1651956 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1652669.625000 Penalty: 3159.521973
	Iteration 4F: 3 clusters Score -1652670 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1653567.375000 Penalty: 3159.521973
	Iteration 5F: 3 clusters Score -1653567 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1654478.875000 Penalty: 3159.521973
	Iteration 6F: 3 clusters Score -1654479 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1655188.250000 Penalty: 3159.521973
	Iteration 7F: 3 clusters Score -1655188 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1655769.375000 Penalty: 3159.521973
	Iteration 8F: 3 clusters Score -1655769 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1656162.500000 Penalty: 3159.521973
	Iteration 9Q: 3 clusters Score -1656162 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1656411.250000 Penalty: 3159.521973
	Iteration 10Q: 3 clusters Score -1656411 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1656551.500000 Penalty: 3159.521973
	Iteration 11Q: 3 clusters Score -1656552 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1656645.000000 Penalty: 3159.521973
	Iteration 12Q: 3 clusters Score -1656645 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1656721.125000 Penalty: 3159.521973
	Iteration 13Q: 3 clusters Score -1656721 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1656772.250000 Penalty: 3159.521973
	Iteration 14Q: 3 clusters Score -1656772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1656809.250000 Penalty: 3159.521973
	Iteration 15Q: 3 clusters Score -1656809 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1656838.875000 Penalty: 3159.521973
	Iteration 16Q: 3 clusters Score -1656839 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1656860.000000 Penalty: 3159.521973
	Iteration 17Q: 3 clusters Score -1656860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1656887.750000 Penalty: 3159.521973
	Iteration 18Q: 3 clusters Score -1656888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1656904.625000 Penalty: 3159.521973
	Iteration 19Q: 3 clusters Score -1656905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1656920.250000 Penalty: 3159.521973
	Iteration 20F: 3 clusters Score -1656920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1656939.875000 Penalty: 3159.521973
	Iteration 21Q: 3 clusters Score -1656940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1656962.250000 Penalty: 3159.521973
	Iteration 22Q: 3 clusters Score -1656962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1656985.125000 Penalty: 3159.521973
	Iteration 23Q: 3 clusters Score -1656985 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1657009.375000 Penalty: 3159.521973
	Iteration 24Q: 3 clusters Score -1657009 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1657045.625000 Penalty: 3159.521973
	Iteration 25Q: 3 clusters Score -1657046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1657077.125000 Penalty: 3159.521973
	Iteration 26Q: 3 clusters Score -1657077 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1657114.375000 Penalty: 3159.521973
	Iteration 27Q: 3 clusters Score -1657114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1657149.750000 Penalty: 3159.521973
	Iteration 28Q: 3 clusters Score -1657150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1657188.625000 Penalty: 3159.521973
	Iteration 29Q: 3 clusters Score -1657189 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1657220.625000 Penalty: 3159.521973
	Iteration 30Q: 3 clusters Score -1657221 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1657271.250000 Penalty: 3159.521973
	Iteration 31Q: 3 clusters Score -1657271 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1657317.625000 Penalty: 3159.521973
	Iteration 32Q: 3 clusters Score -1657318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1657360.375000 Penalty: 3159.521973
	Iteration 33Q: 3 clusters Score -1657360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1657407.500000 Penalty: 3159.521973
	Iteration 34Q: 3 clusters Score -1657408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1657442.500000 Penalty: 3159.521973
	Iteration 35Q: 3 clusters Score -1657442 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1657472.750000 Penalty: 3159.521973
	Iteration 36Q: 3 clusters Score -1657473 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1657503.000000 Penalty: 3159.521973
	Iteration 37Q: 3 clusters Score -1657503 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1657540.000000 Penalty: 3159.521973
	Iteration 38Q: 3 clusters Score -1657540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1657562.125000 Penalty: 3159.521973
	Iteration 39Q: 3 clusters Score -1657562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1657580.250000 Penalty: 3159.521973
	Iteration 40F: 3 clusters Score -1657580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1657596.250000 Penalty: 3159.521973
	Iteration 41Q: 3 clusters Score -1657596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1657606.500000 Penalty: 3159.521973
	Iteration 42Q: 3 clusters Score -1657606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1657627.500000 Penalty: 3159.521973
	Iteration 43Q: 3 clusters Score -1657628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1657637.250000 Penalty: 3159.521973
	Iteration 44Q: 3 clusters Score -1657637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1657650.125000 Penalty: 3159.521973
	Iteration 45Q: 3 clusters Score -1657650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1657662.125000 Penalty: 3159.521973
	Iteration 46Q: 3 clusters Score -1657662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1657668.625000 Penalty: 3159.521973
	Iteration 47Q: 3 clusters Score -1657669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1657671.625000 Penalty: 3159.521973
	Iteration 48Q: 3 clusters Score -1657672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1657673.250000 Penalty: 3159.521973
	Iteration 49Q: 3 clusters Score -1657673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1657677.375000 Penalty: 3159.521973
	Iteration 50Q: 3 clusters Score -1657677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1657694.125000 Penalty: 3159.521973
	Iteration 51Q: 3 clusters Score -1657694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1657704.125000 Penalty: 3159.521973
	Iteration 52Q: 3 clusters Score -1657704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1657707.500000 Penalty: 3159.521973
	Iteration 53Q: 3 clusters Score -1657708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1657710.875000 Penalty: 3159.521973
	Iteration 54Q: 3 clusters Score -1657711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1657722.875000 Penalty: 3159.521973
	Iteration 55Q: 3 clusters Score -1657723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1657728.125000 Penalty: 3159.521973
	Iteration 56Q: 3 clusters Score -1657728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1657733.250000 Penalty: 3159.521973
	Iteration 57Q: 3 clusters Score -1657733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1657741.500000 Penalty: 3159.521973
	Iteration 58Q: 3 clusters Score -1657742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1657742.125000 Penalty: 3159.521973
	Iteration 59Q: 3 clusters Score -1657742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1657751.625000 Penalty: 3159.521973
	Iteration 60F: 3 clusters Score -1657752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1657754.500000 Penalty: 3159.521973
	Iteration 61Q: 3 clusters Score -1657754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1657760.750000 Penalty: 3159.521973
	Iteration 62Q: 3 clusters Score -1657761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1657760.750000 Penalty: 3159.521973
	Iteration 63Q: 3 clusters Score -1657761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1657763.250000 Penalty: 3159.521973
	Iteration 64Q: 3 clusters Score -1657763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1657768.375000 Penalty: 3159.521973
	Iteration 65Q: 3 clusters Score -1657768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1657775.125000 Penalty: 3159.521973
	Iteration 66Q: 3 clusters Score -1657775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1657778.000000 Penalty: 3159.521973
	Iteration 67Q: 3 clusters Score -1657778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1657773.000000 Penalty: 3159.521973
	Iteration 68Q: 3 clusters Score -1657773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1657771.500000 Penalty: 3159.521973
	Iteration 69Q: 3 clusters Score -1657772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1657770.500000 Penalty: 3159.521973
	Iteration 70Q: 3 clusters Score -1657770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1657772.750000 Penalty: 3159.521973
	Iteration 71Q: 3 clusters Score -1657773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1657774.375000 Penalty: 3159.521973
	Iteration 72Q: 3 clusters Score -1657774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1657776.375000 Penalty: 3159.521973
	Iteration 73Q: 3 clusters Score -1657776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1657776.125000 Penalty: 3159.521973
	Iteration 74Q: 3 clusters Score -1657776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1657777.250000 Penalty: 3159.521973
	Iteration 75Q: 3 clusters Score -1657777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1657778.250000 Penalty: 3159.521973
	Iteration 76Q: 3 clusters Score -1657778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1657779.750000 Penalty: 3159.521973
	Iteration 77Q: 3 clusters Score -1657780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1657780.250000 Penalty: 3159.521973
	Iteration 78Q: 3 clusters Score -1657780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1657780.250000 Penalty: 3159.521973
	Iteration 79F: 3 clusters Score -1657780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Entering Unmasked Estep 
Score: -1988674.625000 Penalty: 1606.827759
	Iteration 0F: 2 clusters Score -1988675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1975222.750000 Penalty: 3213.655518
	Iteration 0F: 3 clusters Score -1975223 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9065 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1985395.750000 Penalty: 3213.655518
	Iteration 12Q: 3 clusters Score -1985396 nChanged 457
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Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9626 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1985806 nChanged 286
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Mstep: Class 1 contains 10328 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1985959 nChanged 286
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Mstep: Class 1 contains 10844 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1986043 nChanged 266
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Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1986105.000000 Penalty: 3213.655518
	Iteration 20F: 3 clusters Score -1986105 nChanged 236
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Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1986170 nChanged 239
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Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1986238 nChanged 236
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1986308 nChanged 242
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Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1986378 nChanged 267
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Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1986454.875000 Penalty: 3213.655518
	Iteration 25Q: 3 clusters Score -1986455 nChanged 258
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Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1986529 nChanged 247
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Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1986592 nChanged 262
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Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1986683 nChanged 270
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Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1986763 nChanged 233
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Mstep: Class 1 contains 13540 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1986830 nChanged 221
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Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1986894 nChanged 233
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Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1986964.750000 Penalty: 3213.655518
	Iteration 32Q: 3 clusters Score -1986965 nChanged 211
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Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1987033.625000 Penalty: 3213.655518
	Iteration 33Q: 3 clusters Score -1987034 nChanged 204
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Mstep: Class 1 contains 14585 members 
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Entering Unmasked Estep 
Score: -1987140.375000 Penalty: 3213.655518
	Iteration 35Q: 3 clusters Score -1987140 nChanged 158
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Mstep: Class 1 contains 14741 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1987177 nChanged 150
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Mstep: Class 1 contains 14891 members 
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Entering Unmasked Estep 
Score: -1987209.750000 Penalty: 3213.655518
	Iteration 37Q: 3 clusters Score -1987210 nChanged 146
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Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1987245.375000 Penalty: 3213.655518
	Iteration 38Q: 3 clusters Score -1987245 nChanged 131
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Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1987272 nChanged 124
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Mstep: Class 1 contains 15292 members 
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Entering Unmasked Estep 
Score: -1987297.500000 Penalty: 3213.655518
	Iteration 40F: 3 clusters Score -1987298 nChanged 103
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Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1987322.625000 Penalty: 3213.655518
	Iteration 41Q: 3 clusters Score -1987323 nChanged 89
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Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 4216 members 
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	Iteration 42Q: 3 clusters Score -1987342 nChanged 89
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Mstep: Class 1 contains 15569 members 
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Entering Unmasked Estep 
Score: -1987360.750000 Penalty: 3213.655518
	Iteration 43Q: 3 clusters Score -1987361 nChanged 83
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Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4044 members 
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Score: -1987368.000000 Penalty: 3213.655518
	Iteration 44Q: 3 clusters Score -1987368 nChanged 79
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Mstep: Class 1 contains 15731 members 
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	Iteration 45Q: 3 clusters Score -1987383 nChanged 69
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	Iteration 46Q: 3 clusters Score -1987396 nChanged 60
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	Iteration 47Q: 3 clusters Score -1987406 nChanged 61
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Mstep: Class 1 contains 15917 members 
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	Iteration 48Q: 3 clusters Score -1987409 nChanged 63
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	Iteration 49Q: 3 clusters Score -1987424 nChanged 59
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Mstep: Class 1 contains 16039 members 
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	Iteration 50Q: 3 clusters Score -1987439 nChanged 57
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	Iteration 55Q: 3 clusters Score -1987486 nChanged 40
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	Iteration 56Q: 3 clusters Score -1987493 nChanged 54
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	Iteration 57Q: 3 clusters Score -1987502 nChanged 59
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Score: -1987525.875000 Penalty: 3213.655518
	Iteration 58Q: 3 clusters Score -1987526 nChanged 54
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1987533 nChanged 40
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Mstep: Class 1 contains 16507 members 
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Score: -1987538.750000 Penalty: 3213.655518
	Iteration 60F: 3 clusters Score -1987539 nChanged 32
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	Iteration 61Q: 3 clusters Score -1987546 nChanged 43
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Mstep: Class 1 contains 16572 members 
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	Iteration 62Q: 3 clusters Score -1987547 nChanged 38
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Mstep: Class 1 contains 16602 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1987559 nChanged 28
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Mstep: Class 1 contains 16624 members 
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Score: -1987564.750000 Penalty: 3213.655518
	Iteration 64Q: 3 clusters Score -1987565 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16643 members 
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	Iteration 65Q: 3 clusters Score -1987566 nChanged 23
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Mstep: Class 1 contains 16662 members 
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Entering Unmasked Estep 
Score: -1987574.625000 Penalty: 3213.655518
	Iteration 66Q: 3 clusters Score -1987575 nChanged 25
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Mstep: Class 1 contains 16681 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1987570 nChanged 26
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1987577 nChanged 24
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Mstep: Class 1 contains 16727 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1987575 nChanged 29
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Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1987586.000000 Penalty: 3213.655518
	Iteration 70Q: 3 clusters Score -1987586 nChanged 34
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Mstep: Class 1 contains 16782 members 
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Entering Unmasked Estep 
Score: -1987591.500000 Penalty: 3213.655518
	Iteration 71Q: 3 clusters Score -1987592 nChanged 42
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Entering Unmasked Estep 
Score: -1987604.375000 Penalty: 3213.655518
	Iteration 72Q: 3 clusters Score -1987604 nChanged 42
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Mstep: Class 1 contains 16854 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1987625.500000 Penalty: 3213.655518
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	Iteration 76Q: 3 clusters Score -1987625 nChanged 20
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	Iteration 78Q: 3 clusters Score -1987627 nChanged 14
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1987630 nChanged 15
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Mstep: Class 2 contains 2702 members 
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Score: -1987633.500000 Penalty: 3213.655518
	Iteration 80F: 3 clusters Score -1987634 nChanged 12
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1987630 nChanged 9
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Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1987632 nChanged 13
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Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1987635.750000 Penalty: 3213.655518
	Iteration 83Q: 3 clusters Score -1987636 nChanged 9
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Mstep: Class 1 contains 17029 members 
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Entering Unmasked Estep 
Score: -1987640.250000 Penalty: 3213.655518
	Iteration 84Q: 3 clusters Score -1987640 nChanged 8
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Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1987639.625000 Penalty: 3213.655518
	Iteration 85Q: 3 clusters Score -1987640 nChanged 7
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Mstep: Class 1 contains 17044 members 
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Entering Unmasked Estep 
Score: -1987637.250000 Penalty: 3213.655518
	Iteration 86Q: 3 clusters Score -1987637 nChanged 13
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1987636 nChanged 13
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Entering Unmasked Estep 
Score: -1987642.750000 Penalty: 3213.655518
	Iteration 88Q: 3 clusters Score -1987643 nChanged 5
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Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1987637.625000 Penalty: 3213.655518
	Iteration 89Q: 3 clusters Score -1987638 nChanged 5
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1987640 nChanged 3
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Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1987641.125000 Penalty: 3213.655518
	Iteration 91Q: 3 clusters Score -1987641 nChanged 7
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Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1987644.875000 Penalty: 3213.655518
	Iteration 92Q: 3 clusters Score -1987645 nChanged 1
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Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1987644 nChanged 1
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1987644 nChanged 0
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Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1987644.125000 Penalty: 3213.655518
	Iteration 95F: 3 clusters Score -1987644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Entering Unmasked Estep 
Score: -1969093.875000 Penalty: 1618.024902
	Iteration 0F: 2 clusters Score -1969094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1954908.250000 Penalty: 3236.049805
	Iteration 0F: 3 clusters Score -1954908 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1960718.875000 Penalty: 3236.049805
	Iteration 1F: 3 clusters Score -1960719 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1961654.375000 Penalty: 3236.049805
	Iteration 2F: 3 clusters Score -1961654 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1962618.375000 Penalty: 3236.049805
	Iteration 3F: 3 clusters Score -1962618 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1963533.125000 Penalty: 3236.049805
	Iteration 4F: 3 clusters Score -1963533 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1964413.250000 Penalty: 3236.049805
	Iteration 5F: 3 clusters Score -1964413 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1965177.000000 Penalty: 3236.049805
	Iteration 6F: 3 clusters Score -1965177 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1965723.375000 Penalty: 3236.049805
	Iteration 7Q: 3 clusters Score -1965723 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1966137.125000 Penalty: 3236.049805
	Iteration 8Q: 3 clusters Score -1966137 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1966449.250000 Penalty: 3236.049805
	Iteration 9Q: 3 clusters Score -1966449 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1966731.875000 Penalty: 3236.049805
	Iteration 10Q: 3 clusters Score -1966732 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1967005.500000 Penalty: 3236.049805
	Iteration 11Q: 3 clusters Score -1967006 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1967278.375000 Penalty: 3236.049805
	Iteration 12Q: 3 clusters Score -1967278 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1967544.000000 Penalty: 3236.049805
	Iteration 13Q: 3 clusters Score -1967544 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1967805.500000 Penalty: 3236.049805
	Iteration 14Q: 3 clusters Score -1967806 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1968036.625000 Penalty: 3236.049805
	Iteration 15Q: 3 clusters Score -1968037 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1968222.250000 Penalty: 3236.049805
	Iteration 16Q: 3 clusters Score -1968222 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1968367.375000 Penalty: 3236.049805
	Iteration 17Q: 3 clusters Score -1968367 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1968489.750000 Penalty: 3236.049805
	Iteration 18Q: 3 clusters Score -1968490 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1968572.875000 Penalty: 3236.049805
	Iteration 19Q: 3 clusters Score -1968573 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1968642.500000 Penalty: 3236.049805
	Iteration 20F: 3 clusters Score -1968642 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1968701.750000 Penalty: 3236.049805
	Iteration 21Q: 3 clusters Score -1968702 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1968762.625000 Penalty: 3236.049805
	Iteration 22Q: 3 clusters Score -1968763 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1968796.625000 Penalty: 3236.049805
	Iteration 23Q: 3 clusters Score -1968797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1968822.875000 Penalty: 3236.049805
	Iteration 24Q: 3 clusters Score -1968823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1968839.500000 Penalty: 3236.049805
	Iteration 25Q: 3 clusters Score -1968840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1968856.875000 Penalty: 3236.049805
	Iteration 26Q: 3 clusters Score -1968857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1968876.750000 Penalty: 3236.049805
	Iteration 27Q: 3 clusters Score -1968877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1968889.625000 Penalty: 3236.049805
	Iteration 28Q: 3 clusters Score -1968890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1968905.375000 Penalty: 3236.049805
	Iteration 29Q: 3 clusters Score -1968905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1968907.500000 Penalty: 3236.049805
	Iteration 30Q: 3 clusters Score -1968908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1968909.750000 Penalty: 3236.049805
	Iteration 31Q: 3 clusters Score -1968910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1968915.375000 Penalty: 3236.049805
	Iteration 32Q: 3 clusters Score -1968915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1968921.375000 Penalty: 3236.049805
	Iteration 33Q: 3 clusters Score -1968921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1968920.375000 Penalty: 3236.049805
	Iteration 34Q: 3 clusters Score -1968920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1968933.375000 Penalty: 3236.049805
	Iteration 35Q: 3 clusters Score -1968933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1968933.875000 Penalty: 3236.049805
	Iteration 36Q: 3 clusters Score -1968934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1968937.375000 Penalty: 3236.049805
	Iteration 37Q: 3 clusters Score -1968937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1968950.250000 Penalty: 3236.049805
	Iteration 38Q: 3 clusters Score -1968950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -1968954.125000 Penalty: 3236.049805
	Iteration 39Q: 3 clusters Score -1968954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -1968957.125000 Penalty: 3236.049805
	Iteration 40F: 3 clusters Score -1968957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1968960.375000 Penalty: 3236.049805
	Iteration 41Q: 3 clusters Score -1968960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1968961.125000 Penalty: 3236.049805
	Iteration 42Q: 3 clusters Score -1968961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1968964.250000 Penalty: 3236.049805
	Iteration 43Q: 3 clusters Score -1968964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1968964.625000 Penalty: 3236.049805
	Iteration 44Q: 3 clusters Score -1968965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1968969.500000 Penalty: 3236.049805
	Iteration 45Q: 3 clusters Score -1968970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1968969.750000 Penalty: 3236.049805
	Iteration 46Q: 3 clusters Score -1968970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1968968.750000 Penalty: 3236.049805
	Iteration 47Q: 3 clusters Score -1968969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1968968.750000 Penalty: 3236.049805
	Iteration 48F: 3 clusters Score -1968969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -427681.687500 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -427681.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -424111.062500 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -424111.1 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -425010.062500 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -425010.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -425177.750000 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -425177.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -425289.062500 Penalty: 2723.350342
	Iteration 3Q: 3 clusters Score -425289.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -425392.718750 Penalty: 2723.350342
	Iteration 4Q: 3 clusters Score -425392.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -425456.343750 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -425456.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -425515.093750 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -425515.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -425559.781250 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -425559.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425612.937500 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -425612.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -425655.843750 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -425655.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -425684.718750 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -425684.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -425706.250000 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -425706.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -425723.437500 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -425723.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -425750.625000 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -425750.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -425790.968750 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -425791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -425830.312500 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -425830.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -425865.375000 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -425865.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -425897.718750 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -425897.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -425928.781250 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -425928.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -425962.625000 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -425962.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -425998.312500 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -425998.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -426030.281250 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -426030.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -426056.312500 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -426056.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -426079.000000 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -426079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -426101.406250 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -426101.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -426126.781250 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -426126.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -426139.156250 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -426139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -426154.500000 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -426154.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -426172.781250 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -426172.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -426185.281250 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -426185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -426193.312500 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -426193.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -426199.562500 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -426199.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -426207.750000 Penalty: 2723.350342
	Iteration 32Q: 3 clusters Score -426207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -426216.031250 Penalty: 2723.350342
	Iteration 33Q: 3 clusters Score -426216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -426222.781250 Penalty: 2723.350342
	Iteration 34Q: 3 clusters Score -426222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -426229.062500 Penalty: 2723.350342
	Iteration 35Q: 3 clusters Score -426229.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -426233.593750 Penalty: 2723.350342
	Iteration 36Q: 3 clusters Score -426233.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -426240.562500 Penalty: 2723.350342
	Iteration 37Q: 3 clusters Score -426240.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -426251.218750 Penalty: 2723.350342
	Iteration 38Q: 3 clusters Score -426251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -426261.656250 Penalty: 2723.350342
	Iteration 39Q: 3 clusters Score -426261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -426267.125000 Penalty: 2723.350342
	Iteration 40F: 3 clusters Score -426267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -426272.593750 Penalty: 2723.350342
	Iteration 41Q: 3 clusters Score -426272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -426278.500000 Penalty: 2723.350342
	Iteration 42Q: 3 clusters Score -426278.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -426285.125000 Penalty: 2723.350342
	Iteration 43Q: 3 clusters Score -426285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -426290.750000 Penalty: 2723.350342
	Iteration 44Q: 3 clusters Score -426290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -426295.093750 Penalty: 2723.350342
	Iteration 45Q: 3 clusters Score -426295.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -426300.562500 Penalty: 2723.350342
	Iteration 46Q: 3 clusters Score -426300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -426303.812500 Penalty: 2723.350342
	Iteration 47Q: 3 clusters Score -426303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -426308.562500 Penalty: 2723.350342
	Iteration 48Q: 3 clusters Score -426308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -426314.281250 Penalty: 2723.350342
	Iteration 49Q: 3 clusters Score -426314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -426316.906250 Penalty: 2723.350342
	Iteration 50Q: 3 clusters Score -426316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -426318.156250 Penalty: 2723.350342
	Iteration 51Q: 3 clusters Score -426318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -426319.750000 Penalty: 2723.350342
	Iteration 52Q: 3 clusters Score -426319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -426319.906250 Penalty: 2723.350342
	Iteration 53Q: 3 clusters Score -426319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -426320.156250 Penalty: 2723.350342
	Iteration 54Q: 3 clusters Score -426320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -426319.937500 Penalty: 2723.350342
	Iteration 55Q: 3 clusters Score -426319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -426320.468750 Penalty: 2723.350342
	Iteration 56Q: 3 clusters Score -426320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -426322.625000 Penalty: 2723.350342
	Iteration 57Q: 3 clusters Score -426322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -426322.718750 Penalty: 2723.350342
	Iteration 58Q: 3 clusters Score -426322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -426323.468750 Penalty: 2723.350342
	Iteration 59Q: 3 clusters Score -426323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -426323.718750 Penalty: 2723.350342
	Iteration 60F: 3 clusters Score -426323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -426324.156250 Penalty: 2723.350342
	Iteration 61Q: 3 clusters Score -426324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -426324.937500 Penalty: 2723.350342
	Iteration 62Q: 3 clusters Score -426324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -426325.031250 Penalty: 2723.350342
	Iteration 63Q: 3 clusters Score -426325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -426325.250000 Penalty: 2723.350342
	Iteration 64Q: 3 clusters Score -426325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -426325.250000 Penalty: 2723.350342
	Iteration 65F: 3 clusters Score -426325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Entering Unmasked Estep 
Score: -3434752.000000 Penalty: 1696.130615
	Iteration 0F: 2 clusters Score -3434752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3411813.000000 Penalty: 3392.261230
	Iteration 0F: 3 clusters Score -3411813 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3420614.750000 Penalty: 3392.261230
	Iteration 1F: 3 clusters Score -3420615 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3421046.250000 Penalty: 3392.261230
	Iteration 2Q: 3 clusters Score -3421046 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3421511.250000 Penalty: 3392.261230
	Iteration 3Q: 3 clusters Score -3421511 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3422041.000000 Penalty: 3392.261230
	Iteration 4Q: 3 clusters Score -3422041 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3422726.250000 Penalty: 3392.261230
	Iteration 5Q: 3 clusters Score -3422726 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3423701.500000 Penalty: 3392.261230
	Iteration 6F: 3 clusters Score -3423702 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3424917.500000 Penalty: 3392.261230
	Iteration 7F: 3 clusters Score -3424918 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3426435.500000 Penalty: 3392.261230
	Iteration 8F: 3 clusters Score -3426436 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3427918.500000 Penalty: 3392.261230
	Iteration 9F: 3 clusters Score -3427918 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3429282.500000 Penalty: 3392.261230
	Iteration 10F: 3 clusters Score -3429282 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3430408.500000 Penalty: 3392.261230
	Iteration 11Q: 3 clusters Score -3430408 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3431292.500000 Penalty: 3392.261230
	Iteration 12Q: 3 clusters Score -3431292 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3431879.500000 Penalty: 3392.261230
	Iteration 13Q: 3 clusters Score -3431880 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3432261.500000 Penalty: 3392.261230
	Iteration 14Q: 3 clusters Score -3432262 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3432508.000000 Penalty: 3392.261230
	Iteration 15Q: 3 clusters Score -3432508 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3432706.000000 Penalty: 3392.261230
	Iteration 16Q: 3 clusters Score -3432706 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3432837.500000 Penalty: 3392.261230
	Iteration 17Q: 3 clusters Score -3432838 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3432919.250000 Penalty: 3392.261230
	Iteration 18Q: 3 clusters Score -3432919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3432998.750000 Penalty: 3392.261230
	Iteration 19Q: 3 clusters Score -3432999 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3433063.500000 Penalty: 3392.261230
	Iteration 20F: 3 clusters Score -3433064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3433108.250000 Penalty: 3392.261230
	Iteration 21Q: 3 clusters Score -3433108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3433148.250000 Penalty: 3392.261230
	Iteration 22Q: 3 clusters Score -3433148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3433182.750000 Penalty: 3392.261230
	Iteration 23Q: 3 clusters Score -3433183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3433201.500000 Penalty: 3392.261230
	Iteration 24Q: 3 clusters Score -3433202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3433226.500000 Penalty: 3392.261230
	Iteration 25Q: 3 clusters Score -3433226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3433240.250000 Penalty: 3392.261230
	Iteration 26Q: 3 clusters Score -3433240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3433277.750000 Penalty: 3392.261230
	Iteration 27Q: 3 clusters Score -3433278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3433301.000000 Penalty: 3392.261230
	Iteration 28Q: 3 clusters Score -3433301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3433328.250000 Penalty: 3392.261230
	Iteration 29Q: 3 clusters Score -3433328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3433344.250000 Penalty: 3392.261230
	Iteration 30Q: 3 clusters Score -3433344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3433347.000000 Penalty: 3392.261230
	Iteration 31Q: 3 clusters Score -3433347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3433356.500000 Penalty: 3392.261230
	Iteration 32Q: 3 clusters Score -3433356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3433372.500000 Penalty: 3392.261230
	Iteration 33Q: 3 clusters Score -3433372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3433384.000000 Penalty: 3392.261230
	Iteration 34Q: 3 clusters Score -3433384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3433388.250000 Penalty: 3392.261230
	Iteration 35Q: 3 clusters Score -3433388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3433391.750000 Penalty: 3392.261230
	Iteration 36Q: 3 clusters Score -3433392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3433397.000000 Penalty: 3392.261230
	Iteration 37Q: 3 clusters Score -3433397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3433404.000000 Penalty: 3392.261230
	Iteration 38Q: 3 clusters Score -3433404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3433402.250000 Penalty: 3392.261230
	Iteration 39Q: 3 clusters Score -3433402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3433400.000000 Penalty: 3392.261230
	Iteration 40F: 3 clusters Score -3433400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3433405.750000 Penalty: 3392.261230
	Iteration 41Q: 3 clusters Score -3433406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3433407.250000 Penalty: 3392.261230
	Iteration 42Q: 3 clusters Score -3433407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3433408.500000 Penalty: 3392.261230
	Iteration 43Q: 3 clusters Score -3433408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3433408.500000 Penalty: 3392.261230
	Iteration 44F: 3 clusters Score -3433408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Entering Unmasked Estep 
Score: -969334.000000 Penalty: 1488.362183
	Iteration 0F: 2 clusters Score -969334 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 4695 members 
Entering Unmasked Estep 
Score: -962438.687500 Penalty: 2976.724365
	Iteration 0F: 3 clusters Score -962438.7 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -964603.125000 Penalty: 2976.724365
	Iteration 1F: 3 clusters Score -964603.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -964868.937500 Penalty: 2976.724365
	Iteration 2F: 3 clusters Score -964868.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -965134.375000 Penalty: 2976.724365
	Iteration 3F: 3 clusters Score -965134.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -965434.625000 Penalty: 2976.724365
	Iteration 4F: 3 clusters Score -965434.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -965746.312500 Penalty: 2976.724365
	Iteration 5F: 3 clusters Score -965746.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -966128.125000 Penalty: 2976.724365
	Iteration 6F: 3 clusters Score -966128.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -966529.562500 Penalty: 2976.724365
	Iteration 7F: 3 clusters Score -966529.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -966886.625000 Penalty: 2976.724365
	Iteration 8Q: 3 clusters Score -966886.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -967191.187500 Penalty: 2976.724365
	Iteration 9Q: 3 clusters Score -967191.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -967394.125000 Penalty: 2976.724365
	Iteration 10Q: 3 clusters Score -967394.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -967561.625000 Penalty: 2976.724365
	Iteration 11Q: 3 clusters Score -967561.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -967689.812500 Penalty: 2976.724365
	Iteration 12Q: 3 clusters Score -967689.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -967810.062500 Penalty: 2976.724365
	Iteration 13Q: 3 clusters Score -967810.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -967897.687500 Penalty: 2976.724365
	Iteration 14Q: 3 clusters Score -967897.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -967956.000000 Penalty: 2976.724365
	Iteration 15Q: 3 clusters Score -967956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -968017.000000 Penalty: 2976.724365
	Iteration 16Q: 3 clusters Score -968017 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -968063.500000 Penalty: 2976.724365
	Iteration 17Q: 3 clusters Score -968063.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -968111.250000 Penalty: 2976.724365
	Iteration 18Q: 3 clusters Score -968111.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -968163.062500 Penalty: 2976.724365
	Iteration 19Q: 3 clusters Score -968163.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -968235.250000 Penalty: 2976.724365
	Iteration 20F: 3 clusters Score -968235.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -968282.625000 Penalty: 2976.724365
	Iteration 21Q: 3 clusters Score -968282.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -968320.000000 Penalty: 2976.724365
	Iteration 22Q: 3 clusters Score -968320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -968337.125000 Penalty: 2976.724365
	Iteration 23Q: 3 clusters Score -968337.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -968358.625000 Penalty: 2976.724365
	Iteration 24Q: 3 clusters Score -968358.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -968374.187500 Penalty: 2976.724365
	Iteration 25Q: 3 clusters Score -968374.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -968384.875000 Penalty: 2976.724365
	Iteration 26Q: 3 clusters Score -968384.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -968388.312500 Penalty: 2976.724365
	Iteration 27Q: 3 clusters Score -968388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -968391.125000 Penalty: 2976.724365
	Iteration 28Q: 3 clusters Score -968391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -968392.937500 Penalty: 2976.724365
	Iteration 29Q: 3 clusters Score -968392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -968398.062500 Penalty: 2976.724365
	Iteration 30Q: 3 clusters Score -968398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -968398.937500 Penalty: 2976.724365
	Iteration 31Q: 3 clusters Score -968398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -968405.437500 Penalty: 2976.724365
	Iteration 32Q: 3 clusters Score -968405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -968413.250000 Penalty: 2976.724365
	Iteration 33Q: 3 clusters Score -968413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -968414.875000 Penalty: 2976.724365
	Iteration 34Q: 3 clusters Score -968414.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -968416.937500 Penalty: 2976.724365
	Iteration 35Q: 3 clusters Score -968416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -968418.312500 Penalty: 2976.724365
	Iteration 36Q: 3 clusters Score -968418.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -968421.625000 Penalty: 2976.724365
	Iteration 37Q: 3 clusters Score -968421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -968425.687500 Penalty: 2976.724365
	Iteration 38Q: 3 clusters Score -968425.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -968427.000000 Penalty: 2976.724365
	Iteration 39Q: 3 clusters Score -968427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -968431.312500 Penalty: 2976.724365
	Iteration 40F: 3 clusters Score -968431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -968434.875000 Penalty: 2976.724365
	Iteration 41Q: 3 clusters Score -968434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -968436.437500 Penalty: 2976.724365
	Iteration 42Q: 3 clusters Score -968436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -968437.937500 Penalty: 2976.724365
	Iteration 43Q: 3 clusters Score -968437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -968443.437500 Penalty: 2976.724365
	Iteration 44Q: 3 clusters Score -968443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -968445.187500 Penalty: 2976.724365
	Iteration 45Q: 3 clusters Score -968445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -968444.562500 Penalty: 2976.724365
	Iteration 46Q: 3 clusters Score -968444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -968443.937500 Penalty: 2976.724365
	Iteration 47Q: 3 clusters Score -968443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -968443.937500 Penalty: 2976.724365
	Iteration 48F: 3 clusters Score -968443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -452388.937500 Penalty: 1397.210693
	Iteration 0F: 2 clusters Score -452388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -448153.781250 Penalty: 2794.421387
	Iteration 0F: 3 clusters Score -448153.8 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -449948.875000 Penalty: 2794.421387
	Iteration 1F: 3 clusters Score -449948.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -450981.125000 Penalty: 2794.421387
	Iteration 2F: 3 clusters Score -450981.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -451819.968750 Penalty: 2794.421387
	Iteration 3F: 3 clusters Score -451820 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -452346.312500 Penalty: 2794.421387
	Iteration 4F: 3 clusters Score -452346.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -452590.718750 Penalty: 2794.421387
	Iteration 5F: 3 clusters Score -452590.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -452694.343750 Penalty: 2794.421387
	Iteration 6Q: 3 clusters Score -452694.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -452744.281250 Penalty: 2794.421387
	Iteration 7Q: 3 clusters Score -452744.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -452785.468750 Penalty: 2794.421387
	Iteration 8Q: 3 clusters Score -452785.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -452827.812500 Penalty: 2794.421387
	Iteration 9Q: 3 clusters Score -452827.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -452882.375000 Penalty: 2794.421387
	Iteration 10Q: 3 clusters Score -452882.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -452923.218750 Penalty: 2794.421387
	Iteration 11Q: 3 clusters Score -452923.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -452970.531250 Penalty: 2794.421387
	Iteration 12Q: 3 clusters Score -452970.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -453011.781250 Penalty: 2794.421387
	Iteration 13Q: 3 clusters Score -453011.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -453035.218750 Penalty: 2794.421387
	Iteration 14Q: 3 clusters Score -453035.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -453042.312500 Penalty: 2794.421387
	Iteration 15Q: 3 clusters Score -453042.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -453047.625000 Penalty: 2794.421387
	Iteration 16Q: 3 clusters Score -453047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -453050.031250 Penalty: 2794.421387
	Iteration 17Q: 3 clusters Score -453050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -453052.562500 Penalty: 2794.421387
	Iteration 18Q: 3 clusters Score -453052.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -453055.000000 Penalty: 2794.421387
	Iteration 19Q: 3 clusters Score -453055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -453062.218750 Penalty: 2794.421387
	Iteration 20F: 3 clusters Score -453062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -453065.656250 Penalty: 2794.421387
	Iteration 21Q: 3 clusters Score -453065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -453066.937500 Penalty: 2794.421387
	Iteration 22Q: 3 clusters Score -453066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -453067.875000 Penalty: 2794.421387
	Iteration 23Q: 3 clusters Score -453067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -453068.156250 Penalty: 2794.421387
	Iteration 24Q: 3 clusters Score -453068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -453069.312500 Penalty: 2794.421387
	Iteration 25Q: 3 clusters Score -453069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -453069.718750 Penalty: 2794.421387
	Iteration 26Q: 3 clusters Score -453069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -453069.343750 Penalty: 2794.421387
	Iteration 27Q: 3 clusters Score -453069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -453069.343750 Penalty: 2794.421387
	Iteration 28F: 3 clusters Score -453069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 1924 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 155496 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 8801 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 3498 members 
Entering Unmasked Estep 
Score: -54908988.000000 Penalty: 66649.250000
Splitting cluster 13 changes total score from -54909132.000000 to -54908988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (22698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Entering Unmasked Estep 
Score: -2327190.500000 Penalty: 1629.880249
	Iteration 0F: 2 clusters Score -2327190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2311812.250000 Penalty: 3259.760498
	Iteration 0F: 3 clusters Score -2311812 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2317586.000000 Penalty: 3259.760498
	Iteration 1F: 3 clusters Score -2317586 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2318009.000000 Penalty: 3259.760498
	Iteration 2Q: 3 clusters Score -2318009 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2318451.750000 Penalty: 3259.760498
	Iteration 3Q: 3 clusters Score -2318452 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2318979.000000 Penalty: 3259.760498
	Iteration 4F: 3 clusters Score -2318979 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2319581.000000 Penalty: 3259.760498
	Iteration 5F: 3 clusters Score -2319581 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2320322.000000 Penalty: 3259.760498
	Iteration 6F: 3 clusters Score -2320322 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2321292.250000 Penalty: 3259.760498
	Iteration 7F: 3 clusters Score -2321292 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2322378.750000 Penalty: 3259.760498
	Iteration 8F: 3 clusters Score -2322379 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2323511.000000 Penalty: 3259.760498
	Iteration 9F: 3 clusters Score -2323511 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2324475.500000 Penalty: 3259.760498
	Iteration 10Q: 3 clusters Score -2324476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2325098.750000 Penalty: 3259.760498
	Iteration 11Q: 3 clusters Score -2325099 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2325452.500000 Penalty: 3259.760498
	Iteration 12Q: 3 clusters Score -2325452 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2325613.000000 Penalty: 3259.760498
	Iteration 13Q: 3 clusters Score -2325613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2325684.750000 Penalty: 3259.760498
	Iteration 14Q: 3 clusters Score -2325685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2325723.750000 Penalty: 3259.760498
	Iteration 15Q: 3 clusters Score -2325724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2325747.250000 Penalty: 3259.760498
	Iteration 16Q: 3 clusters Score -2325747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2325766.500000 Penalty: 3259.760498
	Iteration 17Q: 3 clusters Score -2325766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2325778.750000 Penalty: 3259.760498
	Iteration 18Q: 3 clusters Score -2325779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2325792.500000 Penalty: 3259.760498
	Iteration 19Q: 3 clusters Score -2325792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2325799.750000 Penalty: 3259.760498
	Iteration 20F: 3 clusters Score -2325800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2325807.500000 Penalty: 3259.760498
	Iteration 21Q: 3 clusters Score -2325808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2325807.500000 Penalty: 3259.760498
	Iteration 22F: 3 clusters Score -2325808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -214178.578125 Penalty: 1255.294312
	Iteration 0F: 2 clusters Score -214178.6 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 1136 members 
Entering Unmasked Estep 
Score: -211951.343750 Penalty: 2510.588623
	Iteration 0F: 3 clusters Score -211951.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -212726.203125 Penalty: 2510.588623
	Iteration 1F: 3 clusters Score -212726.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -213104.937500 Penalty: 2510.588623
	Iteration 2F: 3 clusters Score -213104.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -213393.625000 Penalty: 2510.588623
	Iteration 3F: 3 clusters Score -213393.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -213599.765625 Penalty: 2510.588623
	Iteration 4F: 3 clusters Score -213599.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -213721.609375 Penalty: 2510.588623
	Iteration 5Q: 3 clusters Score -213721.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -213791.718750 Penalty: 2510.588623
	Iteration 6Q: 3 clusters Score -213791.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -213823.953125 Penalty: 2510.588623
	Iteration 7Q: 3 clusters Score -213824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -213855.718750 Penalty: 2510.588623
	Iteration 8Q: 3 clusters Score -213855.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -213877.140625 Penalty: 2510.588623
	Iteration 9Q: 3 clusters Score -213877.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -213888.984375 Penalty: 2510.588623
	Iteration 10Q: 3 clusters Score -213889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -213905.609375 Penalty: 2510.588623
	Iteration 11Q: 3 clusters Score -213905.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -213922.437500 Penalty: 2510.588623
	Iteration 12Q: 3 clusters Score -213922.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -213934.609375 Penalty: 2510.588623
	Iteration 13Q: 3 clusters Score -213934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -213942.187500 Penalty: 2510.588623
	Iteration 14Q: 3 clusters Score -213942.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -213947.625000 Penalty: 2510.588623
	Iteration 15Q: 3 clusters Score -213947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -213952.093750 Penalty: 2510.588623
	Iteration 16Q: 3 clusters Score -213952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -213956.546875 Penalty: 2510.588623
	Iteration 17Q: 3 clusters Score -213956.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -213960.359375 Penalty: 2510.588623
	Iteration 18Q: 3 clusters Score -213960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -213962.343750 Penalty: 2510.588623
	Iteration 19Q: 3 clusters Score -213962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -213964.312500 Penalty: 2510.588623
	Iteration 20F: 3 clusters Score -213964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -213965.156250 Penalty: 2510.588623
	Iteration 21Q: 3 clusters Score -213965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -213966.109375 Penalty: 2510.588623
	Iteration 22Q: 3 clusters Score -213966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -213966.109375 Penalty: 2510.588623
	Iteration 23F: 3 clusters Score -213966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Entering Unmasked Estep 
Score: -1386644.750000 Penalty: 1548.641724
	Iteration 0F: 2 clusters Score -1386645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1377123.625000 Penalty: 3097.283447
	Iteration 0F: 3 clusters Score -1377124 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1380687.000000 Penalty: 3097.283447
	Iteration 1F: 3 clusters Score -1380687 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1381494.125000 Penalty: 3097.283447
	Iteration 2F: 3 clusters Score -1381494 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1382331.250000 Penalty: 3097.283447
	Iteration 3F: 3 clusters Score -1382331 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1383013.250000 Penalty: 3097.283447
	Iteration 4F: 3 clusters Score -1383013 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1383515.000000 Penalty: 3097.283447
	Iteration 5F: 3 clusters Score -1383515 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1383871.125000 Penalty: 3097.283447
	Iteration 6F: 3 clusters Score -1383871 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1384130.750000 Penalty: 3097.283447
	Iteration 7Q: 3 clusters Score -1384131 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1384297.125000 Penalty: 3097.283447
	Iteration 8Q: 3 clusters Score -1384297 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1384423.250000 Penalty: 3097.283447
	Iteration 9Q: 3 clusters Score -1384423 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1384524.500000 Penalty: 3097.283447
	Iteration 10Q: 3 clusters Score -1384524 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1384621.875000 Penalty: 3097.283447
	Iteration 11Q: 3 clusters Score -1384622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1384737.250000 Penalty: 3097.283447
	Iteration 12Q: 3 clusters Score -1384737 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1384876.000000 Penalty: 3097.283447
	Iteration 13Q: 3 clusters Score -1384876 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1385022.500000 Penalty: 3097.283447
	Iteration 14Q: 3 clusters Score -1385022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1385187.000000 Penalty: 3097.283447
	Iteration 15Q: 3 clusters Score -1385187 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1385353.125000 Penalty: 3097.283447
	Iteration 16Q: 3 clusters Score -1385353 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1385548.250000 Penalty: 3097.283447
	Iteration 17Q: 3 clusters Score -1385548 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1385698.500000 Penalty: 3097.283447
	Iteration 18Q: 3 clusters Score -1385698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1385836.625000 Penalty: 3097.283447
	Iteration 19Q: 3 clusters Score -1385837 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1385936.500000 Penalty: 3097.283447
	Iteration 20F: 3 clusters Score -1385936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1386034.750000 Penalty: 3097.283447
	Iteration 21Q: 3 clusters Score -1386035 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1386126.625000 Penalty: 3097.283447
	Iteration 22Q: 3 clusters Score -1386127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1386198.250000 Penalty: 3097.283447
	Iteration 23Q: 3 clusters Score -1386198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1386255.750000 Penalty: 3097.283447
	Iteration 24Q: 3 clusters Score -1386256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1386305.125000 Penalty: 3097.283447
	Iteration 25Q: 3 clusters Score -1386305 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1386356.500000 Penalty: 3097.283447
	Iteration 26Q: 3 clusters Score -1386356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1386388.875000 Penalty: 3097.283447
	Iteration 27Q: 3 clusters Score -1386389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1386422.000000 Penalty: 3097.283447
	Iteration 28Q: 3 clusters Score -1386422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1386453.625000 Penalty: 3097.283447
	Iteration 29Q: 3 clusters Score -1386454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1386477.875000 Penalty: 3097.283447
	Iteration 30Q: 3 clusters Score -1386478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1386502.750000 Penalty: 3097.283447
	Iteration 31Q: 3 clusters Score -1386503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1386515.500000 Penalty: 3097.283447
	Iteration 32Q: 3 clusters Score -1386516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1386532.125000 Penalty: 3097.283447
	Iteration 33Q: 3 clusters Score -1386532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1386538.000000 Penalty: 3097.283447
	Iteration 34Q: 3 clusters Score -1386538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1386546.750000 Penalty: 3097.283447
	Iteration 35Q: 3 clusters Score -1386547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1386553.875000 Penalty: 3097.283447
	Iteration 36Q: 3 clusters Score -1386554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1386568.375000 Penalty: 3097.283447
	Iteration 37Q: 3 clusters Score -1386568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1386577.625000 Penalty: 3097.283447
	Iteration 38Q: 3 clusters Score -1386578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1386585.625000 Penalty: 3097.283447
	Iteration 39Q: 3 clusters Score -1386586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1386595.500000 Penalty: 3097.283447
	Iteration 40F: 3 clusters Score -1386596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1386602.875000 Penalty: 3097.283447
	Iteration 41Q: 3 clusters Score -1386603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1386615.000000 Penalty: 3097.283447
	Iteration 42Q: 3 clusters Score -1386615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1386624.500000 Penalty: 3097.283447
	Iteration 43Q: 3 clusters Score -1386624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1386636.500000 Penalty: 3097.283447
	Iteration 44Q: 3 clusters Score -1386636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1386649.250000 Penalty: 3097.283447
	Iteration 45Q: 3 clusters Score -1386649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1386660.750000 Penalty: 3097.283447
	Iteration 46Q: 3 clusters Score -1386661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1386663.000000 Penalty: 3097.283447
	Iteration 47Q: 3 clusters Score -1386663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1386672.875000 Penalty: 3097.283447
	Iteration 48Q: 3 clusters Score -1386673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1386680.125000 Penalty: 3097.283447
	Iteration 49Q: 3 clusters Score -1386680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1386684.625000 Penalty: 3097.283447
	Iteration 50Q: 3 clusters Score -1386685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1386695.375000 Penalty: 3097.283447
	Iteration 51Q: 3 clusters Score -1386695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1386701.375000 Penalty: 3097.283447
	Iteration 52Q: 3 clusters Score -1386701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1386707.500000 Penalty: 3097.283447
	Iteration 53Q: 3 clusters Score -1386708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1386715.250000 Penalty: 3097.283447
	Iteration 54Q: 3 clusters Score -1386715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1386731.375000 Penalty: 3097.283447
	Iteration 55Q: 3 clusters Score -1386731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1386751.500000 Penalty: 3097.283447
	Iteration 56Q: 3 clusters Score -1386752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1386772.875000 Penalty: 3097.283447
	Iteration 57Q: 3 clusters Score -1386773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1386789.625000 Penalty: 3097.283447
	Iteration 58Q: 3 clusters Score -1386790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1386823.625000 Penalty: 3097.283447
	Iteration 59Q: 3 clusters Score -1386824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1386847.625000 Penalty: 3097.283447
	Iteration 60F: 3 clusters Score -1386848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1386867.625000 Penalty: 3097.283447
	Iteration 61Q: 3 clusters Score -1386868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1386887.750000 Penalty: 3097.283447
	Iteration 62Q: 3 clusters Score -1386888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1386896.500000 Penalty: 3097.283447
	Iteration 63Q: 3 clusters Score -1386896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1386912.125000 Penalty: 3097.283447
	Iteration 64Q: 3 clusters Score -1386912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1386920.875000 Penalty: 3097.283447
	Iteration 65Q: 3 clusters Score -1386921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1386932.625000 Penalty: 3097.283447
	Iteration 66Q: 3 clusters Score -1386933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1386939.125000 Penalty: 3097.283447
	Iteration 67Q: 3 clusters Score -1386939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1386942.875000 Penalty: 3097.283447
	Iteration 68Q: 3 clusters Score -1386943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1386945.125000 Penalty: 3097.283447
	Iteration 69Q: 3 clusters Score -1386945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1386950.250000 Penalty: 3097.283447
	Iteration 70Q: 3 clusters Score -1386950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1386946.750000 Penalty: 3097.283447
	Iteration 71Q: 3 clusters Score -1386947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1386948.375000 Penalty: 3097.283447
	Iteration 72Q: 3 clusters Score -1386948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1386948.375000 Penalty: 3097.283447
	Iteration 73F: 3 clusters Score -1386948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 11921 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 155496 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 8801 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 1847 members 
Entering Unmasked Estep 
Score: -54908680.000000 Penalty: 66649.250000
Splitting cluster 16 changes total score from -54909132.000000 to -54908680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -46741.628906 Penalty: 1011.490723
	Iteration 0F: 2 clusters Score -46741.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45725.832031 Penalty: 2022.981445
	Iteration 0F: 3 clusters Score -45725.83 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45922.085938 Penalty: 2022.981445
	Iteration 1F: 3 clusters Score -45922.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46010.871094 Penalty: 2022.981445
	Iteration 2F: 3 clusters Score -46010.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46094.835938 Penalty: 2022.981445
	Iteration 3F: 3 clusters Score -46094.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -46169.066406 Penalty: 2022.981445
	Iteration 4F: 3 clusters Score -46169.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46235.531250 Penalty: 2022.981445
	Iteration 5Q: 3 clusters Score -46235.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46333.148438 Penalty: 2022.981445
	Iteration 6Q: 3 clusters Score -46333.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46385.109375 Penalty: 2022.981445
	Iteration 7Q: 3 clusters Score -46385.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46447.097656 Penalty: 2022.981445
	Iteration 8Q: 3 clusters Score -46447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46461.324219 Penalty: 2022.981445
	Iteration 9Q: 3 clusters Score -46461.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46468.652344 Penalty: 2022.981445
	Iteration 10Q: 3 clusters Score -46468.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46470.898438 Penalty: 2022.981445
	Iteration 11Q: 3 clusters Score -46470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46480.726562 Penalty: 2022.981445
	Iteration 12Q: 3 clusters Score -46480.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46482.312500 Penalty: 2022.981445
	Iteration 13Q: 3 clusters Score -46482.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46488.925781 Penalty: 2022.981445
	Iteration 14F: 3 clusters Score -46488.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46532.761719 Penalty: 2022.981445
	Iteration 15Q: 3 clusters Score -46532.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46546.839844 Penalty: 2022.981445
	Iteration 16Q: 3 clusters Score -46546.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46548.312500 Penalty: 2022.981445
	Iteration 17Q: 3 clusters Score -46548.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46548.312500 Penalty: 2022.981445
	Iteration 18F: 3 clusters Score -46548.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (155496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Entering Unmasked Estep 
Score: -15839512.000000 Penalty: 1942.585938
	Iteration 0F: 2 clusters Score -1.583951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -15740001.000000 Penalty: 3885.171875
	Iteration 0F: 3 clusters Score -1.574e+07 nChanged 75091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -15785233.000000 Penalty: 3885.171875
	Iteration 1F: 3 clusters Score -1.578523e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -15787182.000000 Penalty: 3885.171875
	Iteration 2Q: 3 clusters Score -1.578718e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -15790114.000000 Penalty: 3885.171875
	Iteration 3Q: 3 clusters Score -1.579011e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -15794380.000000 Penalty: 3885.171875
	Iteration 4F: 3 clusters Score -1.579438e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -15800014.000000 Penalty: 3885.171875
	Iteration 5F: 3 clusters Score -1.580001e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -15807669.000000 Penalty: 3885.171875
	Iteration 6F: 3 clusters Score -1.580767e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -15818142.000000 Penalty: 3885.171875
	Iteration 7F: 3 clusters Score -1.581814e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -15829773.000000 Penalty: 3885.171875
	Iteration 8F: 3 clusters Score -1.582977e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -15838024.000000 Penalty: 3885.171875
	Iteration 9F: 3 clusters Score -1.583802e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -15841489.000000 Penalty: 3885.171875
	Iteration 10Q: 3 clusters Score -1.584149e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -15843009.000000 Penalty: 3885.171875
	Iteration 11Q: 3 clusters Score -1.584301e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -15843820.000000 Penalty: 3885.171875
	Iteration 12Q: 3 clusters Score -1.584382e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -15844207.000000 Penalty: 3885.171875
	Iteration 13Q: 3 clusters Score -1.584421e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -15844457.000000 Penalty: 3885.171875
	Iteration 14Q: 3 clusters Score -1.584446e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -15844668.000000 Penalty: 3885.171875
	Iteration 15Q: 3 clusters Score -1.584467e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -15844734.000000 Penalty: 3885.171875
	Iteration 16Q: 3 clusters Score -1.584473e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -15844824.000000 Penalty: 3885.171875
	Iteration 17Q: 3 clusters Score -1.584482e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -15844944.000000 Penalty: 3885.171875
	Iteration 18Q: 3 clusters Score -1.584494e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 74108 members 
Entering Unmasked Estep 
Score: -15845011.000000 Penalty: 3885.171875
	Iteration 19Q: 3 clusters Score -1.584501e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -15845146.000000 Penalty: 3885.171875
	Iteration 20F: 3 clusters Score -1.584515e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -15845268.000000 Penalty: 3885.171875
	Iteration 21Q: 3 clusters Score -1.584527e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -15845509.000000 Penalty: 3885.171875
	Iteration 22Q: 3 clusters Score -1.584551e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -15845698.000000 Penalty: 3885.171875
	Iteration 23Q: 3 clusters Score -1.58457e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -15845977.000000 Penalty: 3885.171875
	Iteration 24Q: 3 clusters Score -1.584598e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -15846397.000000 Penalty: 3885.171875
	Iteration 25Q: 3 clusters Score -1.58464e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -15846889.000000 Penalty: 3885.171875
	Iteration 26Q: 3 clusters Score -1.584689e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -15847256.000000 Penalty: 3885.171875
	Iteration 27Q: 3 clusters Score -1.584726e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -15847601.000000 Penalty: 3885.171875
	Iteration 28Q: 3 clusters Score -1.58476e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -15848008.000000 Penalty: 3885.171875
	Iteration 29Q: 3 clusters Score -1.584801e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -15848265.000000 Penalty: 3885.171875
	Iteration 30Q: 3 clusters Score -1.584826e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -15848439.000000 Penalty: 3885.171875
	Iteration 31Q: 3 clusters Score -1.584844e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -15848575.000000 Penalty: 3885.171875
	Iteration 32Q: 3 clusters Score -1.584858e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -15848769.000000 Penalty: 3885.171875
	Iteration 33Q: 3 clusters Score -1.584877e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -15848767.000000 Penalty: 3885.171875
	Iteration 34Q: 3 clusters Score -1.584877e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -15848758.000000 Penalty: 3885.171875
	Iteration 35Q: 3 clusters Score -1.584876e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -15848868.000000 Penalty: 3885.171875
	Iteration 36Q: 3 clusters Score -1.584887e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -15848967.000000 Penalty: 3885.171875
	Iteration 37Q: 3 clusters Score -1.584897e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -15848984.000000 Penalty: 3885.171875
	Iteration 38Q: 3 clusters Score -1.584898e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -15848968.000000 Penalty: 3885.171875
	Iteration 39Q: 3 clusters Score -1.584897e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -15848899.000000 Penalty: 3885.171875
	Iteration 40F: 3 clusters Score -1.58489e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -15848941.000000 Penalty: 3885.171875
	Iteration 41Q: 3 clusters Score -1.584894e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -15848903.000000 Penalty: 3885.171875
	Iteration 42Q: 3 clusters Score -1.58489e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -15848890.000000 Penalty: 3885.171875
	Iteration 43Q: 3 clusters Score -1.584889e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -15848899.000000 Penalty: 3885.171875
	Iteration 44Q: 3 clusters Score -1.58489e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -15848879.000000 Penalty: 3885.171875
	Iteration 45Q: 3 clusters Score -1.584888e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -15848914.000000 Penalty: 3885.171875
	Iteration 46Q: 3 clusters Score -1.584891e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -15848898.000000 Penalty: 3885.171875
	Iteration 47Q: 3 clusters Score -1.58489e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -15848910.000000 Penalty: 3885.171875
	Iteration 48Q: 3 clusters Score -1.584891e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -15848916.000000 Penalty: 3885.171875
	Iteration 49Q: 3 clusters Score -1.584892e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -15848919.000000 Penalty: 3885.171875
	Iteration 50Q: 3 clusters Score -1.584892e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -15848929.000000 Penalty: 3885.171875
	Iteration 51Q: 3 clusters Score -1.584893e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 94208 members 
Entering Unmasked Estep 
Score: -15848935.000000 Penalty: 3885.171875
	Iteration 52Q: 3 clusters Score -1.584894e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 94287 members 
Entering Unmasked Estep 
Score: -15848931.000000 Penalty: 3885.171875
	Iteration 53Q: 3 clusters Score -1.584893e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -15848924.000000 Penalty: 3885.171875
	Iteration 54Q: 3 clusters Score -1.584892e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -15848934.000000 Penalty: 3885.171875
	Iteration 55Q: 3 clusters Score -1.584893e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -15848938.000000 Penalty: 3885.171875
	Iteration 56Q: 3 clusters Score -1.584894e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -15848928.000000 Penalty: 3885.171875
	Iteration 57Q: 3 clusters Score -1.584893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -15848913.000000 Penalty: 3885.171875
	Iteration 58Q: 3 clusters Score -1.584891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -15848935.000000 Penalty: 3885.171875
	Iteration 59Q: 3 clusters Score -1.584894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -15848934.000000 Penalty: 3885.171875
	Iteration 60F: 3 clusters Score -1.584893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -15848932.000000 Penalty: 3885.171875
	Iteration 61Q: 3 clusters Score -1.584893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -15848926.000000 Penalty: 3885.171875
	Iteration 62Q: 3 clusters Score -1.584893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -15848923.000000 Penalty: 3885.171875
	Iteration 63Q: 3 clusters Score -1.584892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -15848917.000000 Penalty: 3885.171875
	Iteration 64Q: 3 clusters Score -1.584892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -15848908.000000 Penalty: 3885.171875
	Iteration 65Q: 3 clusters Score -1.584891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -15848914.000000 Penalty: 3885.171875
	Iteration 66Q: 3 clusters Score -1.584891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -15848915.000000 Penalty: 3885.171875
	Iteration 67Q: 3 clusters Score -1.584892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -15848931.000000 Penalty: 3885.171875
	Iteration 68Q: 3 clusters Score -1.584893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -15848930.000000 Penalty: 3885.171875
	Iteration 69Q: 3 clusters Score -1.584893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -15848938.000000 Penalty: 3885.171875
	Iteration 70Q: 3 clusters Score -1.584894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -15848940.000000 Penalty: 3885.171875
	Iteration 71Q: 3 clusters Score -1.584894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -15848932.000000 Penalty: 3885.171875
	Iteration 72Q: 3 clusters Score -1.584893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -15848932.000000 Penalty: 3885.171875
	Iteration 73Q: 3 clusters Score -1.584893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -15848930.000000 Penalty: 3885.171875
	Iteration 74Q: 3 clusters Score -1.584893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 94721 members 
Entering Unmasked Estep 
Score: -15848938.000000 Penalty: 3885.171875
	Iteration 75Q: 3 clusters Score -1.584894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -15848938.000000 Penalty: 3885.171875
	Iteration 76Q: 3 clusters Score -1.584894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -15848933.000000 Penalty: 3885.171875
	Iteration 77Q: 3 clusters Score -1.584893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -15848919.000000 Penalty: 3885.171875
	Iteration 78Q: 3 clusters Score -1.584892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -15848922.000000 Penalty: 3885.171875
	Iteration 79Q: 3 clusters Score -1.584892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -15848922.000000 Penalty: 3885.171875
	Iteration 80F: 3 clusters Score -1.584892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -15848924.000000 Penalty: 3885.171875
	Iteration 81Q: 3 clusters Score -1.584892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -15848928.000000 Penalty: 3885.171875
	Iteration 82Q: 3 clusters Score -1.584893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -15848916.000000 Penalty: 3885.171875
	Iteration 83Q: 3 clusters Score -1.584892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -15848925.000000 Penalty: 3885.171875
	Iteration 84Q: 3 clusters Score -1.584892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -15848925.000000 Penalty: 3885.171875
	Iteration 85Q: 3 clusters Score -1.584892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -15848927.000000 Penalty: 3885.171875
	Iteration 86Q: 3 clusters Score -1.584893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -15848939.000000 Penalty: 3885.171875
	Iteration 87Q: 3 clusters Score -1.584894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -15848945.000000 Penalty: 3885.171875
	Iteration 88Q: 3 clusters Score -1.584894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -15848952.000000 Penalty: 3885.171875
	Iteration 89Q: 3 clusters Score -1.584895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -15848961.000000 Penalty: 3885.171875
	Iteration 90Q: 3 clusters Score -1.584896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -15848958.000000 Penalty: 3885.171875
	Iteration 91Q: 3 clusters Score -1.584896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -15848959.000000 Penalty: 3885.171875
	Iteration 92Q: 3 clusters Score -1.584896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -15848959.000000 Penalty: 3885.171875
	Iteration 93Q: 3 clusters Score -1.584896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -15848959.000000 Penalty: 3885.171875
	Iteration 94F: 3 clusters Score -1.584896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 8801 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 94947 members 
Entering Unmasked Estep 
Score: -54918384.000000 Penalty: 66649.250000
Splitting cluster 18 changes total score from -54909132.000000 to -54918384.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (76685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Entering Unmasked Estep 
Score: -8104337.000000 Penalty: 1827.712524
	Iteration 0F: 2 clusters Score -8104337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -8053053.500000 Penalty: 3655.425049
	Iteration 0F: 3 clusters Score -8053054 nChanged 36526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -8075087.500000 Penalty: 3655.425049
	Iteration 1F: 3 clusters Score -8075088 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8076321.000000 Penalty: 3655.425049
	Iteration 2Q: 3 clusters Score -8076321 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8078165.500000 Penalty: 3655.425049
	Iteration 3Q: 3 clusters Score -8078166 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8080317.000000 Penalty: 3655.425049
	Iteration 4F: 3 clusters Score -8080317 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8082745.000000 Penalty: 3655.425049
	Iteration 5F: 3 clusters Score -8082745 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8085243.500000 Penalty: 3655.425049
	Iteration 6F: 3 clusters Score -8085244 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8087806.500000 Penalty: 3655.425049
	Iteration 7F: 3 clusters Score -8087806 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8089762.500000 Penalty: 3655.425049
	Iteration 8F: 3 clusters Score -8089762 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -8091021.500000 Penalty: 3655.425049
	Iteration 9Q: 3 clusters Score -8091022 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -8091634.000000 Penalty: 3655.425049
	Iteration 10Q: 3 clusters Score -8091634 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -8091881.000000 Penalty: 3655.425049
	Iteration 11Q: 3 clusters Score -8091881 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -8092017.000000 Penalty: 3655.425049
	Iteration 12Q: 3 clusters Score -8092017 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -8092131.000000 Penalty: 3655.425049
	Iteration 13Q: 3 clusters Score -8092131 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -8092262.500000 Penalty: 3655.425049
	Iteration 14Q: 3 clusters Score -8092262 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -8092465.000000 Penalty: 3655.425049
	Iteration 15Q: 3 clusters Score -8092465 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -8092636.500000 Penalty: 3655.425049
	Iteration 16Q: 3 clusters Score -8092636 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -8092836.000000 Penalty: 3655.425049
	Iteration 17Q: 3 clusters Score -8092836 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -8093100.000000 Penalty: 3655.425049
	Iteration 18Q: 3 clusters Score -8093100 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -8093432.000000 Penalty: 3655.425049
	Iteration 19Q: 3 clusters Score -8093432 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -8093757.500000 Penalty: 3655.425049
	Iteration 20F: 3 clusters Score -8093758 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -8094114.500000 Penalty: 3655.425049
	Iteration 21Q: 3 clusters Score -8094114 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -8094544.000000 Penalty: 3655.425049
	Iteration 22Q: 3 clusters Score -8094544 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -8095161.000000 Penalty: 3655.425049
	Iteration 23Q: 3 clusters Score -8095161 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -8095849.500000 Penalty: 3655.425049
	Iteration 24Q: 3 clusters Score -8095850 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -8096596.500000 Penalty: 3655.425049
	Iteration 25Q: 3 clusters Score -8096596 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -8097447.500000 Penalty: 3655.425049
	Iteration 26Q: 3 clusters Score -8097448 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -8098262.500000 Penalty: 3655.425049
	Iteration 27Q: 3 clusters Score -8098262 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -8099132.000000 Penalty: 3655.425049
	Iteration 28Q: 3 clusters Score -8099132 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -8100035.500000 Penalty: 3655.425049
	Iteration 29Q: 3 clusters Score -8100036 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -8100859.000000 Penalty: 3655.425049
	Iteration 30Q: 3 clusters Score -8100859 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -8101601.000000 Penalty: 3655.425049
	Iteration 31Q: 3 clusters Score -8101601 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -8102142.000000 Penalty: 3655.425049
	Iteration 32Q: 3 clusters Score -8102142 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -8102511.500000 Penalty: 3655.425049
	Iteration 33Q: 3 clusters Score -8102512 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -8102782.500000 Penalty: 3655.425049
	Iteration 34Q: 3 clusters Score -8102782 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -8102967.500000 Penalty: 3655.425049
	Iteration 35Q: 3 clusters Score -8102968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -8103140.000000 Penalty: 3655.425049
	Iteration 36Q: 3 clusters Score -8103140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -8103226.500000 Penalty: 3655.425049
	Iteration 37Q: 3 clusters Score -8103226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -8103294.500000 Penalty: 3655.425049
	Iteration 38Q: 3 clusters Score -8103294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -8103330.000000 Penalty: 3655.425049
	Iteration 39Q: 3 clusters Score -8103330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -8103334.500000 Penalty: 3655.425049
	Iteration 40F: 3 clusters Score -8103334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -8103357.000000 Penalty: 3655.425049
	Iteration 41Q: 3 clusters Score -8103357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -8103354.000000 Penalty: 3655.425049
	Iteration 42Q: 3 clusters Score -8103354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -8103352.000000 Penalty: 3655.425049
	Iteration 43Q: 3 clusters Score -8103352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -8103356.000000 Penalty: 3655.425049
	Iteration 44Q: 3 clusters Score -8103356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -8103378.000000 Penalty: 3655.425049
	Iteration 45Q: 3 clusters Score -8103378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -8103375.000000 Penalty: 3655.425049
	Iteration 46Q: 3 clusters Score -8103375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -8103373.500000 Penalty: 3655.425049
	Iteration 47Q: 3 clusters Score -8103374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -8103373.000000 Penalty: 3655.425049
	Iteration 48Q: 3 clusters Score -8103373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -8103380.000000 Penalty: 3655.425049
	Iteration 49Q: 3 clusters Score -8103380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -8103388.000000 Penalty: 3655.425049
	Iteration 50Q: 3 clusters Score -8103388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -8103377.000000 Penalty: 3655.425049
	Iteration 51Q: 3 clusters Score -8103377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -8103372.000000 Penalty: 3655.425049
	Iteration 52Q: 3 clusters Score -8103372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -8103372.000000 Penalty: 3655.425049
	Iteration 53Q: 3 clusters Score -8103372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -8103372.000000 Penalty: 3655.425049
	Iteration 54F: 3 clusters Score -8103372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -854553.500000 Penalty: 1475.925903
	Iteration 0F: 2 clusters Score -854553.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -848172.062500 Penalty: 2951.851807
	Iteration 0F: 3 clusters Score -848172.1 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -850538.125000 Penalty: 2951.851807
	Iteration 1F: 3 clusters Score -850538.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -851281.000000 Penalty: 2951.851807
	Iteration 2F: 3 clusters Score -851281 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -851988.125000 Penalty: 2951.851807
	Iteration 3F: 3 clusters Score -851988.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -852728.687500 Penalty: 2951.851807
	Iteration 4F: 3 clusters Score -852728.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -853528.500000 Penalty: 2951.851807
	Iteration 5F: 3 clusters Score -853528.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -854373.562500 Penalty: 2951.851807
	Iteration 6F: 3 clusters Score -854373.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -855299.062500 Penalty: 2951.851807
	Iteration 7F: 3 clusters Score -855299.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -856075.312500 Penalty: 2951.851807
	Iteration 8F: 3 clusters Score -856075.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -856502.937500 Penalty: 2951.851807
	Iteration 9Q: 3 clusters Score -856502.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -856769.562500 Penalty: 2951.851807
	Iteration 10Q: 3 clusters Score -856769.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -857000.250000 Penalty: 2951.851807
	Iteration 11Q: 3 clusters Score -857000.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -857194.125000 Penalty: 2951.851807
	Iteration 12Q: 3 clusters Score -857194.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -857316.250000 Penalty: 2951.851807
	Iteration 13Q: 3 clusters Score -857316.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -857373.937500 Penalty: 2951.851807
	Iteration 14Q: 3 clusters Score -857373.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -857398.062500 Penalty: 2951.851807
	Iteration 15Q: 3 clusters Score -857398.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -857409.625000 Penalty: 2951.851807
	Iteration 16Q: 3 clusters Score -857409.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -857417.750000 Penalty: 2951.851807
	Iteration 17Q: 3 clusters Score -857417.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -857417.375000 Penalty: 2951.851807
	Iteration 18Q: 3 clusters Score -857417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -857419.000000 Penalty: 2951.851807
	Iteration 19Q: 3 clusters Score -857419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -857420.937500 Penalty: 2951.851807
	Iteration 20F: 3 clusters Score -857420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -857422.437500 Penalty: 2951.851807
	Iteration 21Q: 3 clusters Score -857422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -857420.625000 Penalty: 2951.851807
	Iteration 22Q: 3 clusters Score -857420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -857423.375000 Penalty: 2951.851807
	Iteration 23Q: 3 clusters Score -857423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -857425.750000 Penalty: 2951.851807
	Iteration 24Q: 3 clusters Score -857425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -857424.437500 Penalty: 2951.851807
	Iteration 25Q: 3 clusters Score -857424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -857424.250000 Penalty: 2951.851807
	Iteration 26Q: 3 clusters Score -857424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -857423.812500 Penalty: 2951.851807
	Iteration 27Q: 3 clusters Score -857423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -857425.625000 Penalty: 2951.851807
	Iteration 28Q: 3 clusters Score -857425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -857427.125000 Penalty: 2951.851807
	Iteration 29Q: 3 clusters Score -857427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -857427.125000 Penalty: 2951.851807
	Iteration 30F: 3 clusters Score -857427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 94947 members 
Mstep: Class 32 contains 4760 members 
Entering Unmasked Estep 
Score: -54920808.000000 Penalty: 68799.226562
Splitting cluster 20 changes total score from -54909132.000000 to -54920808.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -215928.828125 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -215928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -213719.062500 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -213719.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214147.796875 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -214147.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -214258.828125 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -214258.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -214319.671875 Penalty: 2500.973389
	Iteration 3Q: 3 clusters Score -214319.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -214372.812500 Penalty: 2500.973389
	Iteration 4Q: 3 clusters Score -214372.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -214413.734375 Penalty: 2500.973389
	Iteration 5Q: 3 clusters Score -214413.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -214445.312500 Penalty: 2500.973389
	Iteration 6Q: 3 clusters Score -214445.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214468.921875 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -214468.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -214489.906250 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -214489.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -214499.968750 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -214500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -214507.968750 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -214508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -214517.875000 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -214517.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -214528.328125 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -214528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -214536.171875 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -214536.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -214543.531250 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -214543.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -214549.984375 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -214550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -214556.593750 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -214556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -214561.890625 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -214561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -214569.406250 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -214569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -214575.375000 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -214575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -214578.375000 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -214578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214580.578125 Penalty: 2500.973389
	Iteration 21Q: 3 clusters Score -214580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214581.953125 Penalty: 2500.973389
	Iteration 22Q: 3 clusters Score -214582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -214584.765625 Penalty: 2500.973389
	Iteration 23Q: 3 clusters Score -214584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -214586.781250 Penalty: 2500.973389
	Iteration 24Q: 3 clusters Score -214586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -214587.921875 Penalty: 2500.973389
	Iteration 25Q: 3 clusters Score -214587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -214591.593750 Penalty: 2500.973389
	Iteration 26Q: 3 clusters Score -214591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -214593.609375 Penalty: 2500.973389
	Iteration 27Q: 3 clusters Score -214593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214594.046875 Penalty: 2500.973389
	Iteration 28Q: 3 clusters Score -214594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -214594.890625 Penalty: 2500.973389
	Iteration 29Q: 3 clusters Score -214594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -214594.890625 Penalty: 2500.973389
	Iteration 30F: 3 clusters Score -214594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Entering Unmasked Estep 
Score: -1155893.875000 Penalty: 1518.726196
	Iteration 0F: 2 clusters Score -1155894 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 5753 members 
Entering Unmasked Estep 
Score: -1147884.000000 Penalty: 3037.452393
	Iteration 0F: 3 clusters Score -1147884 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1150980.125000 Penalty: 3037.452393
	Iteration 1F: 3 clusters Score -1150980 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1152136.250000 Penalty: 3037.452393
	Iteration 2F: 3 clusters Score -1152136 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1153422.000000 Penalty: 3037.452393
	Iteration 3F: 3 clusters Score -1153422 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1154614.125000 Penalty: 3037.452393
	Iteration 4F: 3 clusters Score -1154614 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1155455.625000 Penalty: 3037.452393
	Iteration 5F: 3 clusters Score -1155456 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1155905.000000 Penalty: 3037.452393
	Iteration 6Q: 3 clusters Score -1155905 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1156100.125000 Penalty: 3037.452393
	Iteration 7Q: 3 clusters Score -1156100 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1156199.625000 Penalty: 3037.452393
	Iteration 8Q: 3 clusters Score -1156200 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1156268.625000 Penalty: 3037.452393
	Iteration 9Q: 3 clusters Score -1156269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1156303.125000 Penalty: 3037.452393
	Iteration 10Q: 3 clusters Score -1156303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1156333.875000 Penalty: 3037.452393
	Iteration 11Q: 3 clusters Score -1156334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1156357.125000 Penalty: 3037.452393
	Iteration 12Q: 3 clusters Score -1156357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1156370.500000 Penalty: 3037.452393
	Iteration 13Q: 3 clusters Score -1156370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1156383.875000 Penalty: 3037.452393
	Iteration 14Q: 3 clusters Score -1156384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1156393.125000 Penalty: 3037.452393
	Iteration 15Q: 3 clusters Score -1156393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1156404.125000 Penalty: 3037.452393
	Iteration 16Q: 3 clusters Score -1156404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1156409.875000 Penalty: 3037.452393
	Iteration 17Q: 3 clusters Score -1156410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1156421.125000 Penalty: 3037.452393
	Iteration 18Q: 3 clusters Score -1156421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1156426.375000 Penalty: 3037.452393
	Iteration 19Q: 3 clusters Score -1156426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1156425.500000 Penalty: 3037.452393
	Iteration 20F: 3 clusters Score -1156426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1156427.625000 Penalty: 3037.452393
	Iteration 21Q: 3 clusters Score -1156428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1156432.250000 Penalty: 3037.452393
	Iteration 22Q: 3 clusters Score -1156432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1156430.125000 Penalty: 3037.452393
	Iteration 23Q: 3 clusters Score -1156430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1156432.375000 Penalty: 3037.452393
	Iteration 24Q: 3 clusters Score -1156432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1156431.125000 Penalty: 3037.452393
	Iteration 25Q: 3 clusters Score -1156431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1156430.375000 Penalty: 3037.452393
	Iteration 26Q: 3 clusters Score -1156430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1156430.750000 Penalty: 3037.452393
	Iteration 27Q: 3 clusters Score -1156431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1156430.750000 Penalty: 3037.452393
	Iteration 28F: 3 clusters Score -1156431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 6826 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 94947 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 2774 members 
Entering Unmasked Estep 
Score: -54920744.000000 Penalty: 70949.203125
Splitting cluster 22 changes total score from -54909132.000000 to -54920744.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -559451.375000 Penalty: 1420.901611
	Iteration 0F: 2 clusters Score -559451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -554751.312500 Penalty: 2841.803223
	Iteration 0F: 3 clusters Score -554751.3 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -556569.812500 Penalty: 2841.803223
	Iteration 1F: 3 clusters Score -556569.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -557153.687500 Penalty: 2841.803223
	Iteration 2F: 3 clusters Score -557153.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -557577.687500 Penalty: 2841.803223
	Iteration 3F: 3 clusters Score -557577.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -557875.937500 Penalty: 2841.803223
	Iteration 4F: 3 clusters Score -557875.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -558132.875000 Penalty: 2841.803223
	Iteration 5F: 3 clusters Score -558132.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -558348.312500 Penalty: 2841.803223
	Iteration 6Q: 3 clusters Score -558348.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -558517.437500 Penalty: 2841.803223
	Iteration 7Q: 3 clusters Score -558517.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -558619.625000 Penalty: 2841.803223
	Iteration 8Q: 3 clusters Score -558619.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -558683.375000 Penalty: 2841.803223
	Iteration 9Q: 3 clusters Score -558683.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -558720.687500 Penalty: 2841.803223
	Iteration 10Q: 3 clusters Score -558720.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -558744.687500 Penalty: 2841.803223
	Iteration 11Q: 3 clusters Score -558744.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -558762.500000 Penalty: 2841.803223
	Iteration 12Q: 3 clusters Score -558762.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -558777.250000 Penalty: 2841.803223
	Iteration 13Q: 3 clusters Score -558777.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -558786.250000 Penalty: 2841.803223
	Iteration 14Q: 3 clusters Score -558786.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -558793.437500 Penalty: 2841.803223
	Iteration 15Q: 3 clusters Score -558793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -558797.437500 Penalty: 2841.803223
	Iteration 16Q: 3 clusters Score -558797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -558801.812500 Penalty: 2841.803223
	Iteration 17Q: 3 clusters Score -558801.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -558804.250000 Penalty: 2841.803223
	Iteration 18Q: 3 clusters Score -558804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -558806.937500 Penalty: 2841.803223
	Iteration 19Q: 3 clusters Score -558806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -558811.125000 Penalty: 2841.803223
	Iteration 20F: 3 clusters Score -558811.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -558813.312500 Penalty: 2841.803223
	Iteration 21Q: 3 clusters Score -558813.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -558819.187500 Penalty: 2841.803223
	Iteration 22Q: 3 clusters Score -558819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -558820.875000 Penalty: 2841.803223
	Iteration 23Q: 3 clusters Score -558820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -558823.250000 Penalty: 2841.803223
	Iteration 24Q: 3 clusters Score -558823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -558825.687500 Penalty: 2841.803223
	Iteration 25Q: 3 clusters Score -558825.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -558827.625000 Penalty: 2841.803223
	Iteration 26Q: 3 clusters Score -558827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -558828.875000 Penalty: 2841.803223
	Iteration 27Q: 3 clusters Score -558828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -558828.562500 Penalty: 2841.803223
	Iteration 28Q: 3 clusters Score -558828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -558828.562500 Penalty: 2841.803223
	Iteration 29Q: 3 clusters Score -558828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -558828.875000 Penalty: 2841.803223
	Iteration 30Q: 3 clusters Score -558828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -558828.875000 Penalty: 2841.803223
	Iteration 31F: 3 clusters Score -558828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -500056.937500 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -500056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -496199.500000 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -496199.5 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -497231.781250 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -497231.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -497431.906250 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -497431.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -497585.437500 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -497585.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -497704.031250 Penalty: 2761.853516
	Iteration 4Q: 3 clusters Score -497704 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -497803.343750 Penalty: 2761.853516
	Iteration 5Q: 3 clusters Score -497803.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -497922.593750 Penalty: 2761.853516
	Iteration 6Q: 3 clusters Score -497922.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -498037.031250 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -498037 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -498148.062500 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -498148.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -498264.031250 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -498264 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -498369.437500 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -498369.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -498455.218750 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -498455.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -498538.812500 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -498538.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -498600.031250 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -498600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -498659.906250 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -498659.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -498706.593750 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -498706.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -498747.875000 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -498747.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -498786.500000 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -498786.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -498824.906250 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -498824.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -498860.468750 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -498860.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -498900.750000 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -498900.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -498931.093750 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -498931.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -498949.968750 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -498950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -498965.843750 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -498965.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -498978.406250 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -498978.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -498993.718750 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -498993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -499006.093750 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -499006.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -499018.062500 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -499018.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -499025.250000 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -499025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -499034.781250 Penalty: 2761.853516
	Iteration 29Q: 3 clusters Score -499034.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -499044.312500 Penalty: 2761.853516
	Iteration 30Q: 3 clusters Score -499044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -499053.812500 Penalty: 2761.853516
	Iteration 31Q: 3 clusters Score -499053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -499060.812500 Penalty: 2761.853516
	Iteration 32Q: 3 clusters Score -499060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -499066.312500 Penalty: 2761.853516
	Iteration 33Q: 3 clusters Score -499066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -499069.062500 Penalty: 2761.853516
	Iteration 34Q: 3 clusters Score -499069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -499072.000000 Penalty: 2761.853516
	Iteration 35Q: 3 clusters Score -499072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -499078.656250 Penalty: 2761.853516
	Iteration 36Q: 3 clusters Score -499078.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -499090.781250 Penalty: 2761.853516
	Iteration 37Q: 3 clusters Score -499090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -499107.500000 Penalty: 2761.853516
	Iteration 38Q: 3 clusters Score -499107.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -499114.750000 Penalty: 2761.853516
	Iteration 39Q: 3 clusters Score -499114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -499119.343750 Penalty: 2761.853516
	Iteration 40F: 3 clusters Score -499119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -499126.031250 Penalty: 2761.853516
	Iteration 41Q: 3 clusters Score -499126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -499130.781250 Penalty: 2761.853516
	Iteration 42Q: 3 clusters Score -499130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -499138.437500 Penalty: 2761.853516
	Iteration 43Q: 3 clusters Score -499138.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -499150.437500 Penalty: 2761.853516
	Iteration 44Q: 3 clusters Score -499150.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -499157.718750 Penalty: 2761.853516
	Iteration 45Q: 3 clusters Score -499157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -499163.531250 Penalty: 2761.853516
	Iteration 46Q: 3 clusters Score -499163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -499166.500000 Penalty: 2761.853516
	Iteration 47Q: 3 clusters Score -499166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -499174.562500 Penalty: 2761.853516
	Iteration 48Q: 3 clusters Score -499174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -499177.812500 Penalty: 2761.853516
	Iteration 49Q: 3 clusters Score -499177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -499181.500000 Penalty: 2761.853516
	Iteration 50Q: 3 clusters Score -499181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -499186.218750 Penalty: 2761.853516
	Iteration 51Q: 3 clusters Score -499186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -499187.250000 Penalty: 2761.853516
	Iteration 52Q: 3 clusters Score -499187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -499187.281250 Penalty: 2761.853516
	Iteration 53Q: 3 clusters Score -499187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -499187.281250 Penalty: 2761.853516
	Iteration 54F: 3 clusters Score -499187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Entering Unmasked Estep 
Score: -631956.500000 Penalty: 1434.630249
	Iteration 0F: 2 clusters Score -631956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -626871.500000 Penalty: 2869.260498
	Iteration 0F: 3 clusters Score -626871.5 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -628902.375000 Penalty: 2869.260498
	Iteration 1F: 3 clusters Score -628902.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -629432.000000 Penalty: 2869.260498
	Iteration 2F: 3 clusters Score -629432 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -629853.937500 Penalty: 2869.260498
	Iteration 3F: 3 clusters Score -629853.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -630294.062500 Penalty: 2869.260498
	Iteration 4F: 3 clusters Score -630294.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -630856.750000 Penalty: 2869.260498
	Iteration 5F: 3 clusters Score -630856.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -631615.500000 Penalty: 2869.260498
	Iteration 6F: 3 clusters Score -631615.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -632586.437500 Penalty: 2869.260498
	Iteration 7F: 3 clusters Score -632586.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -633386.187500 Penalty: 2869.260498
	Iteration 8F: 3 clusters Score -633386.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -633952.000000 Penalty: 2869.260498
	Iteration 9F: 3 clusters Score -633952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -634167.312500 Penalty: 2869.260498
	Iteration 10Q: 3 clusters Score -634167.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -634229.562500 Penalty: 2869.260498
	Iteration 11Q: 3 clusters Score -634229.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -634254.625000 Penalty: 2869.260498
	Iteration 12Q: 3 clusters Score -634254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -634266.875000 Penalty: 2869.260498
	Iteration 13Q: 3 clusters Score -634266.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -634274.125000 Penalty: 2869.260498
	Iteration 14Q: 3 clusters Score -634274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -634275.437500 Penalty: 2869.260498
	Iteration 15Q: 3 clusters Score -634275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -634277.937500 Penalty: 2869.260498
	Iteration 16Q: 3 clusters Score -634277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -634277.562500 Penalty: 2869.260498
	Iteration 17Q: 3 clusters Score -634277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -634278.875000 Penalty: 2869.260498
	Iteration 18Q: 3 clusters Score -634278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -634281.625000 Penalty: 2869.260498
	Iteration 19Q: 3 clusters Score -634281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -634281.187500 Penalty: 2869.260498
	Iteration 20F: 3 clusters Score -634281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -634281.000000 Penalty: 2869.260498
	Iteration 21Q: 3 clusters Score -634281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -634281.000000 Penalty: 2869.260498
	Iteration 22F: 3 clusters Score -634281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 5005 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 94947 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 2331 members 
Entering Unmasked Estep 
Score: -54922480.000000 Penalty: 73099.179688
Splitting cluster 25 changes total score from -54909132.000000 to -54922480.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -482701.593750 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -482701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -478714.468750 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -478714.5 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -479975.468750 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -479975.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -480333.843750 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -480333.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -480653.625000 Penalty: 2768.412598
	Iteration 3F: 3 clusters Score -480653.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -480923.437500 Penalty: 2768.412598
	Iteration 4F: 3 clusters Score -480923.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -481178.687500 Penalty: 2768.412598
	Iteration 5F: 3 clusters Score -481178.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -481344.281250 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -481344.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -481455.750000 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -481455.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -481518.218750 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -481518.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -481566.750000 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -481566.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -481614.593750 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -481614.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -481653.437500 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -481653.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -481683.718750 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -481683.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -481708.937500 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -481708.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -481739.843750 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -481739.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -481761.031250 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -481761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -481782.625000 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -481782.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -481799.843750 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -481799.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -481815.937500 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -481815.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -481823.906250 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -481823.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -481827.812500 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -481827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -481834.625000 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -481834.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -481842.562500 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -481842.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -481852.968750 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -481853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -481862.000000 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -481862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -481876.406250 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -481876.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -481901.875000 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -481901.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -481942.406250 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -481942.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -481961.875000 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -481961.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -481982.031250 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -481982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -482010.562500 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -482010.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -482039.937500 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -482039.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -482090.750000 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -482090.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -482171.250000 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -482171.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -482346.031250 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -482346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -482640.750000 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -482640.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -482901.437500 Penalty: 2768.412598
	Iteration 36Q: 3 clusters Score -482901.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -483057.750000 Penalty: 2768.412598
	Iteration 37Q: 3 clusters Score -483057.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -483129.281250 Penalty: 2768.412598
	Iteration 38Q: 3 clusters Score -483129.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -483161.156250 Penalty: 2768.412598
	Iteration 39Q: 3 clusters Score -483161.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -483176.875000 Penalty: 2768.412598
	Iteration 40F: 3 clusters Score -483176.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -483189.343750 Penalty: 2768.412598
	Iteration 41Q: 3 clusters Score -483189.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -483195.812500 Penalty: 2768.412598
	Iteration 42Q: 3 clusters Score -483195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -483200.093750 Penalty: 2768.412598
	Iteration 43Q: 3 clusters Score -483200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -483204.250000 Penalty: 2768.412598
	Iteration 44Q: 3 clusters Score -483204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -483206.343750 Penalty: 2768.412598
	Iteration 45Q: 3 clusters Score -483206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -483206.250000 Penalty: 2768.412598
	Iteration 46Q: 3 clusters Score -483206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -483206.000000 Penalty: 2768.412598
	Iteration 47Q: 3 clusters Score -483206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -483206.625000 Penalty: 2768.412598
	Iteration 48Q: 3 clusters Score -483206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -483207.062500 Penalty: 2768.412598
	Iteration 49Q: 3 clusters Score -483207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -483207.093750 Penalty: 2768.412598
	Iteration 50Q: 3 clusters Score -483207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -483208.093750 Penalty: 2768.412598
	Iteration 51Q: 3 clusters Score -483208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -483207.718750 Penalty: 2768.412598
	Iteration 52Q: 3 clusters Score -483207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -483207.718750 Penalty: 2768.412598
	Iteration 53F: 3 clusters Score -483207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 1887 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 94947 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 3118 members 
Entering Unmasked Estep 
Score: -54922264.000000 Penalty: 75249.156250
Splitting cluster 26 changes total score from -54909132.000000 to -54922264.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 27 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -801753.500000 Penalty: 1456.388672
	Iteration 0F: 2 clusters Score -801753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -795941.250000 Penalty: 2912.777344
	Iteration 0F: 3 clusters Score -795941.2 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -797699.250000 Penalty: 2912.777344
	Iteration 1F: 3 clusters Score -797699.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -797916.312500 Penalty: 2912.777344
	Iteration 2F: 3 clusters Score -797916.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -798070.437500 Penalty: 2912.777344
	Iteration 3Q: 3 clusters Score -798070.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -798179.687500 Penalty: 2912.777344
	Iteration 4Q: 3 clusters Score -798179.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -798262.375000 Penalty: 2912.777344
	Iteration 5Q: 3 clusters Score -798262.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -798342.000000 Penalty: 2912.777344
	Iteration 6Q: 3 clusters Score -798342 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -798413.625000 Penalty: 2912.777344
	Iteration 7Q: 3 clusters Score -798413.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -798475.500000 Penalty: 2912.777344
	Iteration 8Q: 3 clusters Score -798475.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -798535.500000 Penalty: 2912.777344
	Iteration 9Q: 3 clusters Score -798535.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -798583.687500 Penalty: 2912.777344
	Iteration 10Q: 3 clusters Score -798583.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -798635.750000 Penalty: 2912.777344
	Iteration 11Q: 3 clusters Score -798635.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -798687.625000 Penalty: 2912.777344
	Iteration 12Q: 3 clusters Score -798687.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -798758.750000 Penalty: 2912.777344
	Iteration 13Q: 3 clusters Score -798758.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -798845.125000 Penalty: 2912.777344
	Iteration 14Q: 3 clusters Score -798845.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -798926.687500 Penalty: 2912.777344
	Iteration 15Q: 3 clusters Score -798926.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -799021.812500 Penalty: 2912.777344
	Iteration 16Q: 3 clusters Score -799021.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -799148.562500 Penalty: 2912.777344
	Iteration 17Q: 3 clusters Score -799148.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -799295.937500 Penalty: 2912.777344
	Iteration 18Q: 3 clusters Score -799295.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -799429.875000 Penalty: 2912.777344
	Iteration 19Q: 3 clusters Score -799429.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -799545.250000 Penalty: 2912.777344
	Iteration 20F: 3 clusters Score -799545.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -799658.875000 Penalty: 2912.777344
	Iteration 21Q: 3 clusters Score -799658.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -799799.875000 Penalty: 2912.777344
	Iteration 22Q: 3 clusters Score -799799.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -799929.937500 Penalty: 2912.777344
	Iteration 23Q: 3 clusters Score -799929.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -800010.125000 Penalty: 2912.777344
	Iteration 24Q: 3 clusters Score -800010.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -800063.562500 Penalty: 2912.777344
	Iteration 25Q: 3 clusters Score -800063.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -800114.562500 Penalty: 2912.777344
	Iteration 26Q: 3 clusters Score -800114.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -800162.000000 Penalty: 2912.777344
	Iteration 27Q: 3 clusters Score -800162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -800205.437500 Penalty: 2912.777344
	Iteration 28Q: 3 clusters Score -800205.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -800241.062500 Penalty: 2912.777344
	Iteration 29Q: 3 clusters Score -800241.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -800268.250000 Penalty: 2912.777344
	Iteration 30Q: 3 clusters Score -800268.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -800297.250000 Penalty: 2912.777344
	Iteration 31Q: 3 clusters Score -800297.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -800326.562500 Penalty: 2912.777344
	Iteration 32Q: 3 clusters Score -800326.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -800350.187500 Penalty: 2912.777344
	Iteration 33Q: 3 clusters Score -800350.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -800368.437500 Penalty: 2912.777344
	Iteration 34Q: 3 clusters Score -800368.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -800382.250000 Penalty: 2912.777344
	Iteration 35Q: 3 clusters Score -800382.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -800397.125000 Penalty: 2912.777344
	Iteration 36Q: 3 clusters Score -800397.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -800416.312500 Penalty: 2912.777344
	Iteration 37Q: 3 clusters Score -800416.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -800434.875000 Penalty: 2912.777344
	Iteration 38Q: 3 clusters Score -800434.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -800449.187500 Penalty: 2912.777344
	Iteration 39Q: 3 clusters Score -800449.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -800462.250000 Penalty: 2912.777344
	Iteration 40F: 3 clusters Score -800462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -800469.187500 Penalty: 2912.777344
	Iteration 41Q: 3 clusters Score -800469.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -800474.937500 Penalty: 2912.777344
	Iteration 42Q: 3 clusters Score -800474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -800481.562500 Penalty: 2912.777344
	Iteration 43Q: 3 clusters Score -800481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -800482.187500 Penalty: 2912.777344
	Iteration 44Q: 3 clusters Score -800482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -800484.562500 Penalty: 2912.777344
	Iteration 45Q: 3 clusters Score -800484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -800485.812500 Penalty: 2912.777344
	Iteration 46Q: 3 clusters Score -800485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -800486.312500 Penalty: 2912.777344
	Iteration 47Q: 3 clusters Score -800486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -800486.312500 Penalty: 2912.777344
	Iteration 48F: 3 clusters Score -800486.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -387180.062500 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -387180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -383947.031250 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -383947 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -384698.937500 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -384698.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -384852.531250 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -384852.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -384974.125000 Penalty: 2671.805908
	Iteration 3F: 3 clusters Score -384974.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -385069.687500 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -385069.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -385155.218750 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -385155.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -385233.437500 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -385233.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -385296.031250 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -385296 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -385355.406250 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -385355.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -385412.281250 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -385412.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -385463.968750 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -385464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -385512.031250 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -385512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -385554.875000 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -385554.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -385598.250000 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -385598.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -385648.906250 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -385648.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -385700.687500 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -385700.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -385749.031250 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -385749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -385794.343750 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -385794.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -385831.500000 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -385831.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -385862.750000 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -385862.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -385891.593750 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -385891.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -385913.093750 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -385913.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -385932.406250 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -385932.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -385945.343750 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -385945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -385953.156250 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -385953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -385959.718750 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -385959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -385965.406250 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -385965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -385968.531250 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -385968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -385972.000000 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -385972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -385974.937500 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -385974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -385977.968750 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -385978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -385979.312500 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -385979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -385979.312500 Penalty: 2671.805908
	Iteration 32F: 3 clusters Score -385979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Entering Unmasked Estep 
Score: -928205.312500 Penalty: 1490.232910
	Iteration 0F: 2 clusters Score -928205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -921341.125000 Penalty: 2980.465820
	Iteration 0F: 3 clusters Score -921341.1 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -923784.062500 Penalty: 2980.465820
	Iteration 1F: 3 clusters Score -923784.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -924389.500000 Penalty: 2980.465820
	Iteration 2F: 3 clusters Score -924389.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -925350.187500 Penalty: 2980.465820
	Iteration 3F: 3 clusters Score -925350.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -926515.625000 Penalty: 2980.465820
	Iteration 4F: 3 clusters Score -926515.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -927428.562500 Penalty: 2980.465820
	Iteration 5F: 3 clusters Score -927428.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -928035.250000 Penalty: 2980.465820
	Iteration 6F: 3 clusters Score -928035.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -928579.437500 Penalty: 2980.465820
	Iteration 7Q: 3 clusters Score -928579.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -929312.125000 Penalty: 2980.465820
	Iteration 8Q: 3 clusters Score -929312.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -930064.437500 Penalty: 2980.465820
	Iteration 9Q: 3 clusters Score -930064.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -930401.812500 Penalty: 2980.465820
	Iteration 10Q: 3 clusters Score -930401.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -930669.625000 Penalty: 2980.465820
	Iteration 11Q: 3 clusters Score -930669.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -930847.562500 Penalty: 2980.465820
	Iteration 12Q: 3 clusters Score -930847.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -930951.250000 Penalty: 2980.465820
	Iteration 13Q: 3 clusters Score -930951.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -930997.000000 Penalty: 2980.465820
	Iteration 14Q: 3 clusters Score -930997 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -931022.625000 Penalty: 2980.465820
	Iteration 15Q: 3 clusters Score -931022.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -931035.750000 Penalty: 2980.465820
	Iteration 16Q: 3 clusters Score -931035.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -931042.562500 Penalty: 2980.465820
	Iteration 17Q: 3 clusters Score -931042.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -931043.375000 Penalty: 2980.465820
	Iteration 18Q: 3 clusters Score -931043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -931043.812500 Penalty: 2980.465820
	Iteration 19Q: 3 clusters Score -931043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -931046.625000 Penalty: 2980.465820
	Iteration 20F: 3 clusters Score -931046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -931046.312500 Penalty: 2980.465820
	Iteration 21Q: 3 clusters Score -931046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -931045.250000 Penalty: 2980.465820
	Iteration 22Q: 3 clusters Score -931045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -931044.812500 Penalty: 2980.465820
	Iteration 23Q: 3 clusters Score -931044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -931045.500000 Penalty: 2980.465820
	Iteration 24Q: 3 clusters Score -931045.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -931045.500000 Penalty: 2980.465820
	Iteration 25F: 3 clusters Score -931045.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 1887 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 4521 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 94947 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 3118 members 
Mstep: Class 36 contains 5090 members 
Entering Unmasked Estep 
Score: -54924556.000000 Penalty: 77399.132812
Splitting cluster 29 changes total score from -54909132.000000 to -54924556.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -273823.625000 Penalty: 1292.185669
	Iteration 0F: 2 clusters Score -273823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -271231.218750 Penalty: 2584.371338
	Iteration 0F: 3 clusters Score -271231.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -271884.812500 Penalty: 2584.371338
	Iteration 1F: 3 clusters Score -271884.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -272021.406250 Penalty: 2584.371338
	Iteration 2F: 3 clusters Score -272021.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -272127.843750 Penalty: 2584.371338
	Iteration 3Q: 3 clusters Score -272127.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -272193.625000 Penalty: 2584.371338
	Iteration 4Q: 3 clusters Score -272193.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -272238.343750 Penalty: 2584.371338
	Iteration 5Q: 3 clusters Score -272238.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -272274.656250 Penalty: 2584.371338
	Iteration 6Q: 3 clusters Score -272274.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -272314.250000 Penalty: 2584.371338
	Iteration 7Q: 3 clusters Score -272314.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -272347.218750 Penalty: 2584.371338
	Iteration 8Q: 3 clusters Score -272347.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -272383.312500 Penalty: 2584.371338
	Iteration 9Q: 3 clusters Score -272383.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -272428.812500 Penalty: 2584.371338
	Iteration 10Q: 3 clusters Score -272428.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -272486.000000 Penalty: 2584.371338
	Iteration 11Q: 3 clusters Score -272486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -272541.531250 Penalty: 2584.371338
	Iteration 12Q: 3 clusters Score -272541.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -272585.937500 Penalty: 2584.371338
	Iteration 13Q: 3 clusters Score -272585.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -272629.218750 Penalty: 2584.371338
	Iteration 14Q: 3 clusters Score -272629.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -272664.687500 Penalty: 2584.371338
	Iteration 15Q: 3 clusters Score -272664.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -272701.218750 Penalty: 2584.371338
	Iteration 16Q: 3 clusters Score -272701.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -272735.843750 Penalty: 2584.371338
	Iteration 17Q: 3 clusters Score -272735.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -272761.687500 Penalty: 2584.371338
	Iteration 18Q: 3 clusters Score -272761.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -272789.312500 Penalty: 2584.371338
	Iteration 19Q: 3 clusters Score -272789.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -272811.156250 Penalty: 2584.371338
	Iteration 20F: 3 clusters Score -272811.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -272829.500000 Penalty: 2584.371338
	Iteration 21Q: 3 clusters Score -272829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -272844.250000 Penalty: 2584.371338
	Iteration 22Q: 3 clusters Score -272844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -272851.625000 Penalty: 2584.371338
	Iteration 23Q: 3 clusters Score -272851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -272854.562500 Penalty: 2584.371338
	Iteration 24Q: 3 clusters Score -272854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -272860.875000 Penalty: 2584.371338
	Iteration 25Q: 3 clusters Score -272860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -272863.781250 Penalty: 2584.371338
	Iteration 26Q: 3 clusters Score -272863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -272866.625000 Penalty: 2584.371338
	Iteration 27Q: 3 clusters Score -272866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -272870.125000 Penalty: 2584.371338
	Iteration 28Q: 3 clusters Score -272870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -272874.500000 Penalty: 2584.371338
	Iteration 29Q: 3 clusters Score -272874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -272877.250000 Penalty: 2584.371338
	Iteration 30Q: 3 clusters Score -272877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -272879.156250 Penalty: 2584.371338
	Iteration 31Q: 3 clusters Score -272879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -272880.937500 Penalty: 2584.371338
	Iteration 32Q: 3 clusters Score -272880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -272883.375000 Penalty: 2584.371338
	Iteration 33Q: 3 clusters Score -272883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -272885.062500 Penalty: 2584.371338
	Iteration 34Q: 3 clusters Score -272885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -272885.187500 Penalty: 2584.371338
	Iteration 35Q: 3 clusters Score -272885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -272887.406250 Penalty: 2584.371338
	Iteration 36Q: 3 clusters Score -272887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -272888.406250 Penalty: 2584.371338
	Iteration 37Q: 3 clusters Score -272888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -272889.406250 Penalty: 2584.371338
	Iteration 38Q: 3 clusters Score -272889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -272889.593750 Penalty: 2584.371338
	Iteration 39Q: 3 clusters Score -272889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -272890.968750 Penalty: 2584.371338
	Iteration 40F: 3 clusters Score -272891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -272890.937500 Penalty: 2584.371338
	Iteration 41Q: 3 clusters Score -272890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -272890.937500 Penalty: 2584.371338
	Iteration 42F: 3 clusters Score -272890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 15075 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59350 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 16674 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 21101 members 
Mstep: Class 10 contains 4357 members 
Mstep: Class 11 contains 34123 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 13768 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 76685 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 4905 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 1887 members 
Mstep: Class 27 contains 7804 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 4521 members 
Mstep: Class 30 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929108.000000 Penalty: 77399.132812
Iteration 79Q: 37 clusters Score -5.492911e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 15220 members 
Mstep: Class 4 contains 7812 members 
Mstep: Class 5 contains 60388 members 
Mstep: Class 6 contains 9123 members 
Mstep: Class 7 contains 16768 members 
Mstep: Class 8 contains 19555 members 
Mstep: Class 9 contains 21766 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 33942 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 22685 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 13762 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 60572 members 
Mstep: Class 19 contains 76681 members 
Mstep: Class 20 contains 4082 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 8824 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 4935 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 7807 members 
Mstep: Class 28 contains 4074 members 
Mstep: Class 29 contains 4531 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 92602 members 
Mstep: Class 32 contains 4577 members 
Mstep: Class 33 contains 2771 members 
Mstep: Class 34 contains 2310 members 
Mstep: Class 35 contains 2970 members 
Mstep: Class 36 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932676.000000 Penalty: 77399.132812
Iteration 80F: 37 clusters Score -5.493268e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 7789 members 
Mstep: Class 5 contains 59064 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 19425 members 
Mstep: Class 9 contains 21917 members 
Mstep: Class 10 contains 4271 members 
Mstep: Class 11 contains 33703 members 
Mstep: Class 12 contains 9449 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 22683 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 13674 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 60635 members 
Mstep: Class 19 contains 76668 members 
Mstep: Class 20 contains 4060 members 
Mstep: Class 21 contains 2355 members 
Mstep: Class 22 contains 8856 members 
Mstep: Class 23 contains 6195 members 
Mstep: Class 24 contains 4958 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 7814 members 
Mstep: Class 28 contains 4280 members 
Mstep: Class 29 contains 4524 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 93686 members 
Mstep: Class 32 contains 4605 members 
Mstep: Class 33 contains 2945 members 
Mstep: Class 34 contains 2403 members 
Mstep: Class 35 contains 3087 members 
Mstep: Class 36 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934544.000000 Penalty: 77399.132812
Iteration 81Q: 37 clusters Score -5.493454e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 15526 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 57913 members 
Mstep: Class 6 contains 9103 members 
Mstep: Class 7 contains 16605 members 
Mstep: Class 8 contains 19347 members 
Mstep: Class 9 contains 22050 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 33482 members 
Mstep: Class 12 contains 9421 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 22685 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 60933 members 
Mstep: Class 19 contains 76651 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 8881 members 
Mstep: Class 23 contains 6122 members 
Mstep: Class 24 contains 4981 members 
Mstep: Class 25 contains 5217 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 7823 members 
Mstep: Class 28 contains 4418 members 
Mstep: Class 29 contains 4516 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 94380 members 
Mstep: Class 32 contains 4607 members 
Mstep: Class 33 contains 3059 members 
Mstep: Class 34 contains 2438 members 
Mstep: Class 35 contains 3140 members 
Mstep: Class 36 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 77399.132812
Iteration 82Q: 37 clusters Score -5.493551e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 56794 members 
Mstep: Class 6 contains 9110 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 8 contains 19269 members 
Mstep: Class 9 contains 22130 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 33292 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 22671 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 13560 members 
Mstep: Class 17 contains 482 members 
Mstep: Class 18 contains 61284 members 
Mstep: Class 19 contains 76627 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 8904 members 
Mstep: Class 23 contains 6046 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 5438 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 7828 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 4511 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 95039 members 
Mstep: Class 32 contains 4600 members 
Mstep: Class 33 contains 3131 members 
Mstep: Class 34 contains 2456 members 
Mstep: Class 35 contains 3170 members 
Mstep: Class 36 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54936532.000000 Penalty: 77399.132812
Iteration 83Q: 37 clusters Score -5.493653e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 15740 members 
Mstep: Class 4 contains 7722 members 
Mstep: Class 5 contains 55601 members 
Mstep: Class 6 contains 9106 members 
Mstep: Class 7 contains 16539 members 
Mstep: Class 8 contains 19193 members 
Mstep: Class 9 contains 22186 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 33108 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 22662 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 13525 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 61639 members 
Mstep: Class 19 contains 76608 members 
Mstep: Class 20 contains 4030 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 8929 members 
Mstep: Class 23 contains 5962 members 
Mstep: Class 24 contains 5028 members 
Mstep: Class 25 contains 5626 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 7833 members 
Mstep: Class 28 contains 4591 members 
Mstep: Class 29 contains 4506 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 95783 members 
Mstep: Class 32 contains 4583 members 
Mstep: Class 33 contains 3198 members 
Mstep: Class 34 contains 2478 members 
Mstep: Class 35 contains 3193 members 
Mstep: Class 36 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937344.000000 Penalty: 77399.132812
Iteration 84Q: 37 clusters Score -5.493734e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 15820 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 54297 members 
Mstep: Class 6 contains 9107 members 
Mstep: Class 7 contains 16505 members 
Mstep: Class 8 contains 19119 members 
Mstep: Class 9 contains 22244 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 32973 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 22645 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 13493 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 62006 members 
Mstep: Class 19 contains 76583 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 8946 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 5048 members 
Mstep: Class 25 contains 5747 members 
Mstep: Class 26 contains 2366 members 
Mstep: Class 27 contains 7839 members 
Mstep: Class 28 contains 4669 members 
Mstep: Class 29 contains 4495 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 96631 members 
Mstep: Class 32 contains 4570 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 2506 members 
Mstep: Class 35 contains 3210 members 
Mstep: Class 36 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937956.000000 Penalty: 77399.132812
Iteration 85Q: 37 clusters Score -5.493796e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 15892 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 52931 members 
Mstep: Class 6 contains 9117 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 19035 members 
Mstep: Class 9 contains 22282 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 32859 members 
Mstep: Class 12 contains 9310 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 22651 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 13474 members 
Mstep: Class 17 contains 476 members 
Mstep: Class 18 contains 62383 members 
Mstep: Class 19 contains 76557 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 8956 members 
Mstep: Class 23 contains 5840 members 
Mstep: Class 24 contains 5069 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 2391 members 
Mstep: Class 27 contains 7847 members 
Mstep: Class 28 contains 4730 members 
Mstep: Class 29 contains 4486 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 97557 members 
Mstep: Class 32 contains 4558 members 
Mstep: Class 33 contains 3296 members 
Mstep: Class 34 contains 2526 members 
Mstep: Class 35 contains 3239 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54938528.000000 Penalty: 77399.132812
Iteration 86Q: 37 clusters Score -5.493853e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 51521 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 16461 members 
Mstep: Class 8 contains 18963 members 
Mstep: Class 9 contains 22302 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 22656 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 13450 members 
Mstep: Class 17 contains 474 members 
Mstep: Class 18 contains 62779 members 
Mstep: Class 19 contains 76523 members 
Mstep: Class 20 contains 4011 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 8956 members 
Mstep: Class 23 contains 5771 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 2409 members 
Mstep: Class 27 contains 7848 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 4481 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 98529 members 
Mstep: Class 32 contains 4548 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 2540 members 
Mstep: Class 35 contains 3270 members 
Mstep: Class 36 contains 4900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939180.000000 Penalty: 77399.132812
Iteration 87Q: 37 clusters Score -5.493918e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 16012 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 50024 members 
Mstep: Class 6 contains 9159 members 
Mstep: Class 7 contains 16428 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 22308 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 32670 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 22653 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 13412 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 63183 members 
Mstep: Class 19 contains 76494 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 8970 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 5105 members 
Mstep: Class 25 contains 6167 members 
Mstep: Class 26 contains 2427 members 
Mstep: Class 27 contains 7853 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 4473 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 99605 members 
Mstep: Class 32 contains 4549 members 
Mstep: Class 33 contains 3356 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 3304 members 
Mstep: Class 36 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940388.000000 Penalty: 77399.132812
Iteration 88Q: 37 clusters Score -5.494039e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 16069 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 5 contains 48635 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 16395 members 
Mstep: Class 8 contains 18827 members 
Mstep: Class 9 contains 22285 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 32564 members 
Mstep: Class 12 contains 9223 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 22659 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 13391 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 63605 members 
Mstep: Class 19 contains 76467 members 
Mstep: Class 20 contains 4004 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 5119 members 
Mstep: Class 25 contains 6311 members 
Mstep: Class 26 contains 2442 members 
Mstep: Class 27 contains 7855 members 
Mstep: Class 28 contains 4862 members 
Mstep: Class 29 contains 4468 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 100583 members 
Mstep: Class 32 contains 4544 members 
Mstep: Class 33 contains 3375 members 
Mstep: Class 34 contains 2559 members 
Mstep: Class 35 contains 3334 members 
Mstep: Class 36 contains 4894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941324.000000 Penalty: 77399.132812
Iteration 89Q: 37 clusters Score -5.494132e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 16122 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 47297 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 16365 members 
Mstep: Class 8 contains 18776 members 
Mstep: Class 9 contains 22239 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 32493 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 22675 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 13372 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 64023 members 
Mstep: Class 19 contains 76436 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 8995 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 5127 members 
Mstep: Class 25 contains 6439 members 
Mstep: Class 26 contains 2462 members 
Mstep: Class 27 contains 7858 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 4466 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 101506 members 
Mstep: Class 32 contains 4539 members 
Mstep: Class 33 contains 3392 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 3353 members 
Mstep: Class 36 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941808.000000 Penalty: 77399.132812
Iteration 90Q: 37 clusters Score -5.494181e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3362 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 7666 members 
Mstep: Class 5 contains 46243 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 16323 members 
Mstep: Class 8 contains 18720 members 
Mstep: Class 9 contains 22209 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 32424 members 
Mstep: Class 12 contains 9195 members 
Mstep: Class 13 contains 5093 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 13363 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 64417 members 
Mstep: Class 19 contains 76413 members 
Mstep: Class 20 contains 4001 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 5141 members 
Mstep: Class 25 contains 6556 members 
Mstep: Class 26 contains 2481 members 
Mstep: Class 27 contains 7860 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 2869 members 
Mstep: Class 31 contains 102170 members 
Mstep: Class 32 contains 4540 members 
Mstep: Class 33 contains 3409 members 
Mstep: Class 34 contains 2565 members 
Mstep: Class 35 contains 3391 members 
Mstep: Class 36 contains 4886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942408.000000 Penalty: 77399.132812
Iteration 91Q: 37 clusters Score -5.494241e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 7656 members 
Mstep: Class 5 contains 45334 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 18664 members 
Mstep: Class 9 contains 22184 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 32378 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 22700 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 13335 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 64757 members 
Mstep: Class 19 contains 76398 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 5158 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 2496 members 
Mstep: Class 27 contains 7861 members 
Mstep: Class 28 contains 4971 members 
Mstep: Class 29 contains 4457 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 102747 members 
Mstep: Class 32 contains 4540 members 
Mstep: Class 33 contains 3424 members 
Mstep: Class 34 contains 2567 members 
Mstep: Class 35 contains 3418 members 
Mstep: Class 36 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942532.000000 Penalty: 77399.132812
Iteration 92Q: 37 clusters Score -5.494253e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 16270 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 44596 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 22166 members 
Mstep: Class 10 contains 3911 members 
Mstep: Class 11 contains 32351 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 22702 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 13290 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 65076 members 
Mstep: Class 19 contains 76378 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 5173 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 2507 members 
Mstep: Class 27 contains 7867 members 
Mstep: Class 28 contains 5004 members 
Mstep: Class 29 contains 4454 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 103154 members 
Mstep: Class 32 contains 4536 members 
Mstep: Class 33 contains 3433 members 
Mstep: Class 34 contains 2573 members 
Mstep: Class 35 contains 3438 members 
Mstep: Class 36 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942532.000000 Penalty: 77399.132812
Iteration 93Q: 37 clusters Score -5.494253e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3411 members 
Mstep: Class 3 contains 16303 members 
Mstep: Class 4 contains 7644 members 
Mstep: Class 5 contains 44013 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 22140 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 32315 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 13250 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 65327 members 
Mstep: Class 19 contains 76361 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 9021 members 
Mstep: Class 23 contains 5283 members 
Mstep: Class 24 contains 5191 members 
Mstep: Class 25 contains 6945 members 
Mstep: Class 26 contains 2523 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 5031 members 
Mstep: Class 29 contains 4451 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 103478 members 
Mstep: Class 32 contains 4537 members 
Mstep: Class 33 contains 3446 members 
Mstep: Class 34 contains 2575 members 
Mstep: Class 35 contains 3459 members 
Mstep: Class 36 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942732.000000 Penalty: 77399.132812
Iteration 94Q: 37 clusters Score -5.494273e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 43529 members 
Mstep: Class 6 contains 9101 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 18517 members 
Mstep: Class 9 contains 22111 members 
Mstep: Class 10 contains 3886 members 
Mstep: Class 11 contains 32262 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 5124 members 
Mstep: Class 14 contains 22732 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 13223 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 65554 members 
Mstep: Class 19 contains 76339 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 9028 members 
Mstep: Class 23 contains 5217 members 
Mstep: Class 24 contains 5215 members 
Mstep: Class 25 contains 7058 members 
Mstep: Class 26 contains 2538 members 
Mstep: Class 27 contains 7865 members 
Mstep: Class 28 contains 5054 members 
Mstep: Class 29 contains 4446 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 103718 members 
Mstep: Class 32 contains 4532 members 
Mstep: Class 33 contains 3469 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 3478 members 
Mstep: Class 36 contains 4881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942796.000000 Penalty: 77399.132812
Iteration 95Q: 37 clusters Score -5.49428e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 16347 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 43125 members 
Mstep: Class 6 contains 9084 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 8 contains 18493 members 
Mstep: Class 9 contains 22098 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 11 contains 32208 members 
Mstep: Class 12 contains 9155 members 
Mstep: Class 13 contains 5136 members 
Mstep: Class 14 contains 22743 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 13203 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 65745 members 
Mstep: Class 19 contains 76320 members 
Mstep: Class 20 contains 3994 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 5230 members 
Mstep: Class 25 contains 7138 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 7870 members 
Mstep: Class 28 contains 5075 members 
Mstep: Class 29 contains 4446 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 103919 members 
Mstep: Class 32 contains 4536 members 
Mstep: Class 33 contains 3482 members 
Mstep: Class 34 contains 2568 members 
Mstep: Class 35 contains 3487 members 
Mstep: Class 36 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942844.000000 Penalty: 77399.132812
Iteration 96Q: 37 clusters Score -5.494284e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 42812 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 7 contains 16275 members 
Mstep: Class 8 contains 18458 members 
Mstep: Class 9 contains 22091 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 32166 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 5151 members 
Mstep: Class 14 contains 22752 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 13171 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 65903 members 
Mstep: Class 19 contains 76303 members 
Mstep: Class 20 contains 3992 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 9040 members 
Mstep: Class 23 contains 5115 members 
Mstep: Class 24 contains 5238 members 
Mstep: Class 25 contains 7225 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 7873 members 
Mstep: Class 28 contains 5092 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 2897 members 
Mstep: Class 31 contains 104051 members 
Mstep: Class 32 contains 4536 members 
Mstep: Class 33 contains 3489 members 
Mstep: Class 34 contains 2568 members 
Mstep: Class 35 contains 3494 members 
Mstep: Class 36 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943096.000000 Penalty: 77399.132812
Iteration 97Q: 37 clusters Score -5.49431e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 42587 members 
Mstep: Class 6 contains 9056 members 
Mstep: Class 7 contains 16275 members 
Mstep: Class 8 contains 18434 members 
Mstep: Class 9 contains 22090 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 32124 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 22756 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 13150 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 66041 members 
Mstep: Class 19 contains 76279 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 9047 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 5248 members 
Mstep: Class 25 contains 7301 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 7875 members 
Mstep: Class 28 contains 5117 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 104121 members 
Mstep: Class 32 contains 4539 members 
Mstep: Class 33 contains 3500 members 
Mstep: Class 34 contains 2569 members 
Mstep: Class 35 contains 3504 members 
Mstep: Class 36 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943136.000000 Penalty: 77399.132812
Iteration 98Q: 37 clusters Score -5.494314e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 22091 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 32081 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 22766 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 13133 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 66148 members 
Mstep: Class 19 contains 76256 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 9048 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 7406 members 
Mstep: Class 26 contains 2582 members 
Mstep: Class 27 contains 7881 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 2901 members 
Mstep: Class 31 contains 104146 members 
Mstep: Class 32 contains 4540 members 
Mstep: Class 33 contains 3507 members 
Mstep: Class 34 contains 2568 members 
Mstep: Class 35 contains 3519 members 
Mstep: Class 36 contains 4872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943284.000000 Penalty: 77399.132812
Iteration 99Q: 37 clusters Score -5.494328e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 16414 members 
Mstep: Class 4 contains 7622 members 
Mstep: Class 5 contains 42267 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 18414 members 
Mstep: Class 9 contains 22086 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 32038 members 
Mstep: Class 12 contains 9165 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 22773 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 13118 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 66261 members 
Mstep: Class 19 contains 76231 members 
Mstep: Class 20 contains 3988 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 9046 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 7517 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 7890 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 2907 members 
Mstep: Class 31 contains 104150 members 
Mstep: Class 32 contains 4541 members 
Mstep: Class 33 contains 3506 members 
Mstep: Class 34 contains 2565 members 
Mstep: Class 35 contains 3537 members 
Mstep: Class 36 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943296.000000 Penalty: 77399.132812
Iteration 100F: 37 clusters Score -5.49433e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 4 contains 7617 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 8984 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 18383 members 
Mstep: Class 9 contains 22076 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 32007 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 22784 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 16 contains 13109 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 66359 members 
Mstep: Class 19 contains 76199 members 
Mstep: Class 20 contains 3988 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 9049 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 7624 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 7899 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 104145 members 
Mstep: Class 32 contains 4543 members 
Mstep: Class 33 contains 3511 members 
Mstep: Class 34 contains 2562 members 
Mstep: Class 35 contains 3543 members 
Mstep: Class 36 contains 4867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943340.000000 Penalty: 77399.132812
Iteration 101Q: 37 clusters Score -5.494334e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3480 members 
Mstep: Class 3 contains 16441 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 42084 members 
Mstep: Class 6 contains 8967 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 18365 members 
Mstep: Class 9 contains 22076 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 31978 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 22790 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 13088 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 66445 members 
Mstep: Class 19 contains 76180 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 9055 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 5169 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 2911 members 
Mstep: Class 31 contains 104124 members 
Mstep: Class 32 contains 4541 members 
Mstep: Class 33 contains 3515 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 3552 members 
Mstep: Class 36 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943396.000000 Penalty: 77399.132812
Iteration 102Q: 37 clusters Score -5.49434e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 16455 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 42010 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 18335 members 
Mstep: Class 9 contains 22077 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 31955 members 
Mstep: Class 12 contains 9160 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 66521 members 
Mstep: Class 19 contains 76158 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 9061 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 5318 members 
Mstep: Class 25 contains 7811 members 
Mstep: Class 26 contains 2609 members 
Mstep: Class 27 contains 7926 members 
Mstep: Class 28 contains 5177 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 104113 members 
Mstep: Class 32 contains 4540 members 
Mstep: Class 33 contains 3521 members 
Mstep: Class 34 contains 2562 members 
Mstep: Class 35 contains 3563 members 
Mstep: Class 36 contains 4864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943572.000000 Penalty: 77399.132812
Iteration 103Q: 37 clusters Score -5.494357e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 16460 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 41964 members 
Mstep: Class 6 contains 8950 members 
Mstep: Class 7 contains 16244 members 
Mstep: Class 8 contains 18323 members 
Mstep: Class 9 contains 22061 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 31918 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 22813 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 13047 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 66586 members 
Mstep: Class 19 contains 76138 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 9068 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 2616 members 
Mstep: Class 27 contains 7933 members 
Mstep: Class 28 contains 5182 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 2915 members 
Mstep: Class 31 contains 104093 members 
Mstep: Class 32 contains 4539 members 
Mstep: Class 33 contains 3529 members 
Mstep: Class 34 contains 2563 members 
Mstep: Class 35 contains 3567 members 
Mstep: Class 36 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943556.000000 Penalty: 77399.132812
Iteration 104Q: 37 clusters Score -5.494356e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3495 members 
Mstep: Class 3 contains 16469 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 41927 members 
Mstep: Class 6 contains 8951 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 18311 members 
Mstep: Class 9 contains 22044 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 31885 members 
Mstep: Class 12 contains 9151 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 22814 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 13028 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 66651 members 
Mstep: Class 19 contains 76119 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 9078 members 
Mstep: Class 23 contains 4780 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 7960 members 
Mstep: Class 26 contains 2623 members 
Mstep: Class 27 contains 7940 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 104060 members 
Mstep: Class 32 contains 4536 members 
Mstep: Class 33 contains 3538 members 
Mstep: Class 34 contains 2562 members 
Mstep: Class 35 contains 3570 members 
Mstep: Class 36 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943696.000000 Penalty: 77399.132812
Iteration 105Q: 37 clusters Score -5.49437e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 16476 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 41898 members 
Mstep: Class 6 contains 8954 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 18292 members 
Mstep: Class 9 contains 22034 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 31862 members 
Mstep: Class 12 contains 9151 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 22817 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 13010 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 66720 members 
Mstep: Class 19 contains 76108 members 
Mstep: Class 20 contains 3988 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 9084 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 8018 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 7942 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 2918 members 
Mstep: Class 31 contains 104023 members 
Mstep: Class 32 contains 4533 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 2562 members 
Mstep: Class 35 contains 3574 members 
Mstep: Class 36 contains 4861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943748.000000 Penalty: 77399.132812
Iteration 106Q: 37 clusters Score -5.494375e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3495 members 
Mstep: Class 3 contains 16477 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 41875 members 
Mstep: Class 6 contains 8957 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 22032 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 31846 members 
Mstep: Class 12 contains 9148 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 22821 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 66775 members 
Mstep: Class 19 contains 76095 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 9089 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 8059 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 7945 members 
Mstep: Class 28 contains 5191 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 103985 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 3556 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 3580 members 
Mstep: Class 36 contains 4859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943812.000000 Penalty: 77399.132812
Iteration 107Q: 37 clusters Score -5.494381e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 16480 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 41849 members 
Mstep: Class 6 contains 8967 members 
Mstep: Class 7 contains 16230 members 
Mstep: Class 8 contains 18268 members 
Mstep: Class 9 contains 22032 members 
Mstep: Class 10 contains 3817 members 
Mstep: Class 11 contains 31823 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 5187 members 
Mstep: Class 14 contains 22823 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 12970 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 18 contains 66839 members 
Mstep: Class 19 contains 76078 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2463 members 
Mstep: Class 22 contains 9099 members 
Mstep: Class 23 contains 4709 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 8102 members 
Mstep: Class 26 contains 2640 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 5193 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 2926 members 
Mstep: Class 31 contains 103948 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 3568 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943660.000000 Penalty: 77399.132812
Iteration 108Q: 37 clusters Score -5.494366e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 16479 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 41833 members 
Mstep: Class 6 contains 8974 members 
Mstep: Class 7 contains 16231 members 
Mstep: Class 8 contains 18246 members 
Mstep: Class 9 contains 22025 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 31811 members 
Mstep: Class 12 contains 9141 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 22823 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 418 members 
Mstep: Class 18 contains 66884 members 
Mstep: Class 19 contains 76067 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 9112 members 
Mstep: Class 23 contains 4680 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 8129 members 
Mstep: Class 26 contains 2646 members 
Mstep: Class 27 contains 7948 members 
Mstep: Class 28 contains 5194 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 2931 members 
Mstep: Class 31 contains 103928 members 
Mstep: Class 32 contains 4527 members 
Mstep: Class 33 contains 3587 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 3591 members 
Mstep: Class 36 contains 4855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943904.000000 Penalty: 77399.132812
Iteration 109Q: 37 clusters Score -5.49439e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3503 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 41812 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 18229 members 
Mstep: Class 9 contains 22024 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 31795 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 22822 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 12931 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 66926 members 
Mstep: Class 19 contains 76045 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 9120 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 5376 members 
Mstep: Class 25 contains 8168 members 
Mstep: Class 26 contains 2653 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 5193 members 
Mstep: Class 29 contains 4441 members 
Mstep: Class 30 contains 2933 members 
Mstep: Class 31 contains 103912 members 
Mstep: Class 32 contains 4527 members 
Mstep: Class 33 contains 3598 members 
Mstep: Class 34 contains 2565 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943852.000000 Penalty: 77399.132812
Iteration 110Q: 37 clusters Score -5.494385e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 16480 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 41802 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 16237 members 
Mstep: Class 8 contains 18213 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 31779 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 22819 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 12915 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 66963 members 
Mstep: Class 19 contains 76038 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 9122 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 5388 members 
Mstep: Class 25 contains 8211 members 
Mstep: Class 26 contains 2658 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 2935 members 
Mstep: Class 31 contains 103891 members 
Mstep: Class 32 contains 4528 members 
Mstep: Class 33 contains 3609 members 
Mstep: Class 34 contains 2563 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943936.000000 Penalty: 77399.132812
Iteration 111Q: 37 clusters Score -5.494394e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 16481 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 41786 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 18202 members 
Mstep: Class 9 contains 22015 members 
Mstep: Class 10 contains 3799 members 
Mstep: Class 11 contains 31775 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 22821 members 
Mstep: Class 15 contains 2105 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 66990 members 
Mstep: Class 19 contains 76030 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 9120 members 
Mstep: Class 23 contains 4606 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 8242 members 
Mstep: Class 26 contains 2662 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 2937 members 
Mstep: Class 31 contains 103883 members 
Mstep: Class 32 contains 4529 members 
Mstep: Class 33 contains 3623 members 
Mstep: Class 34 contains 2556 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943836.000000 Penalty: 77399.132812
Iteration 112Q: 37 clusters Score -5.494384e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 41778 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 16234 members 
Mstep: Class 8 contains 18188 members 
Mstep: Class 9 contains 22021 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 31756 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 5202 members 
Mstep: Class 14 contains 22822 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67008 members 
Mstep: Class 19 contains 76024 members 
Mstep: Class 20 contains 3988 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 9127 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 8274 members 
Mstep: Class 26 contains 2667 members 
Mstep: Class 27 contains 7942 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 2941 members 
Mstep: Class 31 contains 103870 members 
Mstep: Class 32 contains 4527 members 
Mstep: Class 33 contains 3638 members 
Mstep: Class 34 contains 2544 members 
Mstep: Class 35 contains 3594 members 
Mstep: Class 36 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943940.000000 Penalty: 77399.132812
Iteration 113Q: 37 clusters Score -5.494394e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 16482 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 41768 members 
Mstep: Class 6 contains 8997 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 18181 members 
Mstep: Class 9 contains 22021 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 31750 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 22819 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 12890 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67031 members 
Mstep: Class 19 contains 76010 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 9129 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 8299 members 
Mstep: Class 26 contains 2673 members 
Mstep: Class 27 contains 7943 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 103850 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 3649 members 
Mstep: Class 34 contains 2532 members 
Mstep: Class 35 contains 3598 members 
Mstep: Class 36 contains 4852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943992.000000 Penalty: 77399.132812
Iteration 114Q: 37 clusters Score -5.494399e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3534 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 41754 members 
Mstep: Class 6 contains 8989 members 
Mstep: Class 7 contains 16233 members 
Mstep: Class 8 contains 18173 members 
Mstep: Class 9 contains 22027 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31751 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 22818 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 12882 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67050 members 
Mstep: Class 19 contains 76004 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 9134 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 8324 members 
Mstep: Class 26 contains 2682 members 
Mstep: Class 27 contains 7941 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 2949 members 
Mstep: Class 31 contains 103837 members 
Mstep: Class 32 contains 4529 members 
Mstep: Class 33 contains 3662 members 
Mstep: Class 34 contains 2524 members 
Mstep: Class 35 contains 3608 members 
Mstep: Class 36 contains 4851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943928.000000 Penalty: 77399.132812
Iteration 115Q: 37 clusters Score -5.494393e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3539 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 41745 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 16231 members 
Mstep: Class 8 contains 18167 members 
Mstep: Class 9 contains 22034 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 31744 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 22819 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 12873 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67070 members 
Mstep: Class 19 contains 75991 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 9139 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 8349 members 
Mstep: Class 26 contains 2689 members 
Mstep: Class 27 contains 7943 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103821 members 
Mstep: Class 32 contains 4531 members 
Mstep: Class 33 contains 3677 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 3608 members 
Mstep: Class 36 contains 4850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944020.000000 Penalty: 77399.132812
Iteration 116Q: 37 clusters Score -5.494402e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3546 members 
Mstep: Class 3 contains 16480 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 41738 members 
Mstep: Class 6 contains 8996 members 
Mstep: Class 7 contains 16234 members 
Mstep: Class 8 contains 18163 members 
Mstep: Class 9 contains 22035 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 31737 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 22819 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 12860 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67081 members 
Mstep: Class 19 contains 75974 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 9150 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 8384 members 
Mstep: Class 26 contains 2695 members 
Mstep: Class 27 contains 7943 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 103814 members 
Mstep: Class 32 contains 4526 members 
Mstep: Class 33 contains 3692 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 3614 members 
Mstep: Class 36 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943948.000000 Penalty: 77399.132812
Iteration 117Q: 37 clusters Score -5.494395e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 41735 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 16239 members 
Mstep: Class 8 contains 18158 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31725 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 22819 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 12849 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67088 members 
Mstep: Class 19 contains 75961 members 
Mstep: Class 20 contains 3983 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 9158 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8414 members 
Mstep: Class 26 contains 2702 members 
Mstep: Class 27 contains 7943 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 103810 members 
Mstep: Class 32 contains 4525 members 
Mstep: Class 33 contains 3702 members 
Mstep: Class 34 contains 2485 members 
Mstep: Class 35 contains 3620 members 
Mstep: Class 36 contains 4848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944004.000000 Penalty: 77399.132812
Iteration 118Q: 37 clusters Score -5.4944e+07 nChanged 186
Entering ConstructFrom: 
Score: -54944004.000000 Penalty: 77399.132812
Entering ConstructFrom: 
Trying to split cluster 1 (11110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Entering Unmasked Estep 
Score: -1131636.875000 Penalty: 1513.785278
	Iteration 0F: 2 clusters Score -1131637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1123753.375000 Penalty: 3027.570557
	Iteration 0F: 3 clusters Score -1123753 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1126716.250000 Penalty: 3027.570557
	Iteration 1F: 3 clusters Score -1126716 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1127205.750000 Penalty: 3027.570557
	Iteration 2F: 3 clusters Score -1127206 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1127675.250000 Penalty: 3027.570557
	Iteration 3F: 3 clusters Score -1127675 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1128141.375000 Penalty: 3027.570557
	Iteration 4F: 3 clusters Score -1128141 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1128558.875000 Penalty: 3027.570557
	Iteration 5F: 3 clusters Score -1128559 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1128862.000000 Penalty: 3027.570557
	Iteration 6Q: 3 clusters Score -1128862 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1129138.375000 Penalty: 3027.570557
	Iteration 7Q: 3 clusters Score -1129138 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1129359.250000 Penalty: 3027.570557
	Iteration 8Q: 3 clusters Score -1129359 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1129506.875000 Penalty: 3027.570557
	Iteration 9Q: 3 clusters Score -1129507 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1129606.750000 Penalty: 3027.570557
	Iteration 10Q: 3 clusters Score -1129607 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1129682.250000 Penalty: 3027.570557
	Iteration 11Q: 3 clusters Score -1129682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1129726.125000 Penalty: 3027.570557
	Iteration 12Q: 3 clusters Score -1129726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1129758.250000 Penalty: 3027.570557
	Iteration 13Q: 3 clusters Score -1129758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1129781.375000 Penalty: 3027.570557
	Iteration 14Q: 3 clusters Score -1129781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1129800.750000 Penalty: 3027.570557
	Iteration 15Q: 3 clusters Score -1129801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1129813.250000 Penalty: 3027.570557
	Iteration 16Q: 3 clusters Score -1129813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1129825.375000 Penalty: 3027.570557
	Iteration 17Q: 3 clusters Score -1129825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1129827.750000 Penalty: 3027.570557
	Iteration 18Q: 3 clusters Score -1129828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1129830.375000 Penalty: 3027.570557
	Iteration 19Q: 3 clusters Score -1129830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1129834.250000 Penalty: 3027.570557
	Iteration 20F: 3 clusters Score -1129834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1129842.500000 Penalty: 3027.570557
	Iteration 21Q: 3 clusters Score -1129842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1129846.500000 Penalty: 3027.570557
	Iteration 22Q: 3 clusters Score -1129846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1129844.875000 Penalty: 3027.570557
	Iteration 23Q: 3 clusters Score -1129845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1129850.125000 Penalty: 3027.570557
	Iteration 24Q: 3 clusters Score -1129850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1129850.250000 Penalty: 3027.570557
	Iteration 25Q: 3 clusters Score -1129850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1129849.250000 Penalty: 3027.570557
	Iteration 26Q: 3 clusters Score -1129849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1129853.125000 Penalty: 3027.570557
	Iteration 27Q: 3 clusters Score -1129853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1129852.000000 Penalty: 3027.570557
	Iteration 28Q: 3 clusters Score -1129852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1129852.500000 Penalty: 3027.570557
	Iteration 29Q: 3 clusters Score -1129852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1129852.250000 Penalty: 3027.570557
	Iteration 30Q: 3 clusters Score -1129852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1129853.750000 Penalty: 3027.570557
	Iteration 31Q: 3 clusters Score -1129854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1129853.750000 Penalty: 3027.570557
	Iteration 32Q: 3 clusters Score -1129854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1129853.500000 Penalty: 3027.570557
	Iteration 33Q: 3 clusters Score -1129854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1129854.500000 Penalty: 3027.570557
	Iteration 34Q: 3 clusters Score -1129854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1129854.875000 Penalty: 3027.570557
	Iteration 35Q: 3 clusters Score -1129855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1129855.250000 Penalty: 3027.570557
	Iteration 36Q: 3 clusters Score -1129855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1129855.250000 Penalty: 3027.570557
	Iteration 37F: 3 clusters Score -1129855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -350554.562500 Penalty: 1329.302124
	Iteration 0F: 2 clusters Score -350554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -347464.843750 Penalty: 2658.604248
	Iteration 0F: 3 clusters Score -347464.8 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348388.656250 Penalty: 2658.604248
	Iteration 1F: 3 clusters Score -348388.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -348638.562500 Penalty: 2658.604248
	Iteration 2F: 3 clusters Score -348638.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -348863.562500 Penalty: 2658.604248
	Iteration 3F: 3 clusters Score -348863.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -349099.187500 Penalty: 2658.604248
	Iteration 4F: 3 clusters Score -349099.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -349390.781250 Penalty: 2658.604248
	Iteration 5F: 3 clusters Score -349390.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -349660.656250 Penalty: 2658.604248
	Iteration 6F: 3 clusters Score -349660.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -349844.125000 Penalty: 2658.604248
	Iteration 7F: 3 clusters Score -349844.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -349962.406250 Penalty: 2658.604248
	Iteration 8Q: 3 clusters Score -349962.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -350035.937500 Penalty: 2658.604248
	Iteration 9Q: 3 clusters Score -350035.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -350072.218750 Penalty: 2658.604248
	Iteration 10Q: 3 clusters Score -350072.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -350097.312500 Penalty: 2658.604248
	Iteration 11Q: 3 clusters Score -350097.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -350110.531250 Penalty: 2658.604248
	Iteration 12Q: 3 clusters Score -350110.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -350118.093750 Penalty: 2658.604248
	Iteration 13Q: 3 clusters Score -350118.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -350126.781250 Penalty: 2658.604248
	Iteration 14Q: 3 clusters Score -350126.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -350132.250000 Penalty: 2658.604248
	Iteration 15Q: 3 clusters Score -350132.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -350137.968750 Penalty: 2658.604248
	Iteration 16Q: 3 clusters Score -350138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -350141.718750 Penalty: 2658.604248
	Iteration 17Q: 3 clusters Score -350141.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -350146.562500 Penalty: 2658.604248
	Iteration 18Q: 3 clusters Score -350146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -350151.312500 Penalty: 2658.604248
	Iteration 19Q: 3 clusters Score -350151.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -350159.062500 Penalty: 2658.604248
	Iteration 20F: 3 clusters Score -350159.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -350166.281250 Penalty: 2658.604248
	Iteration 21Q: 3 clusters Score -350166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -350172.968750 Penalty: 2658.604248
	Iteration 22Q: 3 clusters Score -350173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -350174.687500 Penalty: 2658.604248
	Iteration 23Q: 3 clusters Score -350174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -350176.312500 Penalty: 2658.604248
	Iteration 24Q: 3 clusters Score -350176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350177.125000 Penalty: 2658.604248
	Iteration 25Q: 3 clusters Score -350177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -350177.125000 Penalty: 2658.604248
	Iteration 26F: 3 clusters Score -350177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Entering Unmasked Estep 
Score: -1685313.125000 Penalty: 1577.888794
	Iteration 0F: 2 clusters Score -1685313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1673975.000000 Penalty: 3155.777588
	Iteration 0F: 3 clusters Score -1673975 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1677919.375000 Penalty: 3155.777588
	Iteration 1F: 3 clusters Score -1677919 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1678268.625000 Penalty: 3155.777588
	Iteration 2F: 3 clusters Score -1678269 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1678566.750000 Penalty: 3155.777588
	Iteration 3Q: 3 clusters Score -1678567 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1678984.750000 Penalty: 3155.777588
	Iteration 4F: 3 clusters Score -1678985 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1679574.250000 Penalty: 3155.777588
	Iteration 5F: 3 clusters Score -1679574 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1680325.250000 Penalty: 3155.777588
	Iteration 6F: 3 clusters Score -1680325 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1681229.375000 Penalty: 3155.777588
	Iteration 7F: 3 clusters Score -1681229 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1682049.625000 Penalty: 3155.777588
	Iteration 8F: 3 clusters Score -1682050 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1682729.750000 Penalty: 3155.777588
	Iteration 9Q: 3 clusters Score -1682730 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1683271.750000 Penalty: 3155.777588
	Iteration 10Q: 3 clusters Score -1683272 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1683578.875000 Penalty: 3155.777588
	Iteration 11Q: 3 clusters Score -1683579 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1683750.875000 Penalty: 3155.777588
	Iteration 12Q: 3 clusters Score -1683751 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1683853.000000 Penalty: 3155.777588
	Iteration 13Q: 3 clusters Score -1683853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1683907.875000 Penalty: 3155.777588
	Iteration 14Q: 3 clusters Score -1683908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1683950.000000 Penalty: 3155.777588
	Iteration 15Q: 3 clusters Score -1683950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1683975.875000 Penalty: 3155.777588
	Iteration 16Q: 3 clusters Score -1683976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1683998.250000 Penalty: 3155.777588
	Iteration 17Q: 3 clusters Score -1683998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1684006.875000 Penalty: 3155.777588
	Iteration 18Q: 3 clusters Score -1684007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1684008.750000 Penalty: 3155.777588
	Iteration 19Q: 3 clusters Score -1684009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1684017.625000 Penalty: 3155.777588
	Iteration 20F: 3 clusters Score -1684018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1684027.250000 Penalty: 3155.777588
	Iteration 21Q: 3 clusters Score -1684027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1684035.625000 Penalty: 3155.777588
	Iteration 22Q: 3 clusters Score -1684036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1684044.250000 Penalty: 3155.777588
	Iteration 23Q: 3 clusters Score -1684044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1684049.000000 Penalty: 3155.777588
	Iteration 24Q: 3 clusters Score -1684049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1684055.375000 Penalty: 3155.777588
	Iteration 25Q: 3 clusters Score -1684055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1684056.875000 Penalty: 3155.777588
	Iteration 26Q: 3 clusters Score -1684057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1684059.625000 Penalty: 3155.777588
	Iteration 27Q: 3 clusters Score -1684060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1684062.500000 Penalty: 3155.777588
	Iteration 28Q: 3 clusters Score -1684062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1684071.750000 Penalty: 3155.777588
	Iteration 29Q: 3 clusters Score -1684072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1684074.000000 Penalty: 3155.777588
	Iteration 30Q: 3 clusters Score -1684074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1684073.750000 Penalty: 3155.777588
	Iteration 31Q: 3 clusters Score -1684074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1684076.375000 Penalty: 3155.777588
	Iteration 32Q: 3 clusters Score -1684076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1684079.875000 Penalty: 3155.777588
	Iteration 33Q: 3 clusters Score -1684080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1684078.125000 Penalty: 3155.777588
	Iteration 34Q: 3 clusters Score -1684078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1684083.375000 Penalty: 3155.777588
	Iteration 35Q: 3 clusters Score -1684083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1684081.375000 Penalty: 3155.777588
	Iteration 36Q: 3 clusters Score -1684081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1684083.750000 Penalty: 3155.777588
	Iteration 37Q: 3 clusters Score -1684084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1684084.875000 Penalty: 3155.777588
	Iteration 38Q: 3 clusters Score -1684085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1684086.875000 Penalty: 3155.777588
	Iteration 39Q: 3 clusters Score -1684087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1684084.625000 Penalty: 3155.777588
	Iteration 40F: 3 clusters Score -1684085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1684087.625000 Penalty: 3155.777588
	Iteration 41Q: 3 clusters Score -1684088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1684087.375000 Penalty: 3155.777588
	Iteration 42Q: 3 clusters Score -1684087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1684087.375000 Penalty: 3155.777588
	Iteration 43F: 3 clusters Score -1684087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -776144.562500 Penalty: 1452.148438
	Iteration 0F: 2 clusters Score -776144.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -770678.000000 Penalty: 2904.296875
	Iteration 0F: 3 clusters Score -770678 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -772338.437500 Penalty: 2904.296875
	Iteration 1F: 3 clusters Score -772338.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -772554.562500 Penalty: 2904.296875
	Iteration 2F: 3 clusters Score -772554.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -772729.187500 Penalty: 2904.296875
	Iteration 3Q: 3 clusters Score -772729.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -772882.437500 Penalty: 2904.296875
	Iteration 4Q: 3 clusters Score -772882.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -773029.812500 Penalty: 2904.296875
	Iteration 5Q: 3 clusters Score -773029.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -773194.500000 Penalty: 2904.296875
	Iteration 6Q: 3 clusters Score -773194.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -773396.187500 Penalty: 2904.296875
	Iteration 7Q: 3 clusters Score -773396.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -773608.812500 Penalty: 2904.296875
	Iteration 8Q: 3 clusters Score -773608.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -773839.312500 Penalty: 2904.296875
	Iteration 9Q: 3 clusters Score -773839.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -774083.250000 Penalty: 2904.296875
	Iteration 10Q: 3 clusters Score -774083.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -774370.000000 Penalty: 2904.296875
	Iteration 11Q: 3 clusters Score -774370 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -774663.875000 Penalty: 2904.296875
	Iteration 12Q: 3 clusters Score -774663.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -774954.000000 Penalty: 2904.296875
	Iteration 13Q: 3 clusters Score -774954 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -775221.562500 Penalty: 2904.296875
	Iteration 14Q: 3 clusters Score -775221.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -775507.750000 Penalty: 2904.296875
	Iteration 15Q: 3 clusters Score -775507.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -775782.312500 Penalty: 2904.296875
	Iteration 16Q: 3 clusters Score -775782.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -775930.937500 Penalty: 2904.296875
	Iteration 17Q: 3 clusters Score -775930.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -775983.812500 Penalty: 2904.296875
	Iteration 18Q: 3 clusters Score -775983.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -776007.875000 Penalty: 2904.296875
	Iteration 19Q: 3 clusters Score -776007.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -776012.875000 Penalty: 2904.296875
	Iteration 20F: 3 clusters Score -776012.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -776020.687500 Penalty: 2904.296875
	Iteration 21Q: 3 clusters Score -776020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -776023.500000 Penalty: 2904.296875
	Iteration 22Q: 3 clusters Score -776023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -776026.750000 Penalty: 2904.296875
	Iteration 23Q: 3 clusters Score -776026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -776028.375000 Penalty: 2904.296875
	Iteration 24Q: 3 clusters Score -776028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -776027.687500 Penalty: 2904.296875
	Iteration 25Q: 3 clusters Score -776027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -776027.812500 Penalty: 2904.296875
	Iteration 26Q: 3 clusters Score -776027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -776027.187500 Penalty: 2904.296875
	Iteration 27Q: 3 clusters Score -776027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -776028.187500 Penalty: 2904.296875
	Iteration 28Q: 3 clusters Score -776028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -776029.125000 Penalty: 2904.296875
	Iteration 29Q: 3 clusters Score -776029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -776029.250000 Penalty: 2904.296875
	Iteration 30Q: 3 clusters Score -776029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -776029.250000 Penalty: 2904.296875
	Iteration 31F: 3 clusters Score -776029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Entering Unmasked Estep 
Score: -4348493.000000 Penalty: 1728.841309
	Iteration 0F: 2 clusters Score -4348493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4320559.000000 Penalty: 3457.682617
	Iteration 0F: 3 clusters Score -4320559 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4331857.500000 Penalty: 3457.682617
	Iteration 1F: 3 clusters Score -4331858 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4333258.500000 Penalty: 3457.682617
	Iteration 2F: 3 clusters Score -4333258 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4335631.000000 Penalty: 3457.682617
	Iteration 3F: 3 clusters Score -4335631 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4338914.500000 Penalty: 3457.682617
	Iteration 4F: 3 clusters Score -4338914 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4342149.500000 Penalty: 3457.682617
	Iteration 5F: 3 clusters Score -4342150 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4344479.500000 Penalty: 3457.682617
	Iteration 6F: 3 clusters Score -4344480 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4345748.000000 Penalty: 3457.682617
	Iteration 7Q: 3 clusters Score -4345748 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4346356.000000 Penalty: 3457.682617
	Iteration 8Q: 3 clusters Score -4346356 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4346636.500000 Penalty: 3457.682617
	Iteration 9Q: 3 clusters Score -4346636 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4346767.000000 Penalty: 3457.682617
	Iteration 10Q: 3 clusters Score -4346767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4346847.500000 Penalty: 3457.682617
	Iteration 11Q: 3 clusters Score -4346848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4346878.500000 Penalty: 3457.682617
	Iteration 12Q: 3 clusters Score -4346878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4346900.000000 Penalty: 3457.682617
	Iteration 13Q: 3 clusters Score -4346900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4346924.500000 Penalty: 3457.682617
	Iteration 14Q: 3 clusters Score -4346924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4346944.000000 Penalty: 3457.682617
	Iteration 15Q: 3 clusters Score -4346944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4346959.500000 Penalty: 3457.682617
	Iteration 16Q: 3 clusters Score -4346960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4346973.000000 Penalty: 3457.682617
	Iteration 17Q: 3 clusters Score -4346973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4346978.500000 Penalty: 3457.682617
	Iteration 18Q: 3 clusters Score -4346978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4346984.000000 Penalty: 3457.682617
	Iteration 19Q: 3 clusters Score -4346984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4346987.500000 Penalty: 3457.682617
	Iteration 20F: 3 clusters Score -4346988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4346987.000000 Penalty: 3457.682617
	Iteration 21Q: 3 clusters Score -4346987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4346991.000000 Penalty: 3457.682617
	Iteration 22Q: 3 clusters Score -4346991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4346991.000000 Penalty: 3457.682617
	Iteration 23F: 3 clusters Score -4346991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Entering Unmasked Estep 
Score: -874168.875000 Penalty: 1479.523071
	Iteration 0F: 2 clusters Score -874168.9 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 4559 members 
Entering Unmasked Estep 
Score: -867666.375000 Penalty: 2959.046143
	Iteration 0F: 3 clusters Score -867666.4 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -869891.125000 Penalty: 2959.046143
	Iteration 1F: 3 clusters Score -869891.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -870266.312500 Penalty: 2959.046143
	Iteration 2F: 3 clusters Score -870266.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -870610.437500 Penalty: 2959.046143
	Iteration 3F: 3 clusters Score -870610.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -870913.000000 Penalty: 2959.046143
	Iteration 4F: 3 clusters Score -870913 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -871202.812500 Penalty: 2959.046143
	Iteration 5F: 3 clusters Score -871202.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -871422.375000 Penalty: 2959.046143
	Iteration 6Q: 3 clusters Score -871422.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -871599.312500 Penalty: 2959.046143
	Iteration 7Q: 3 clusters Score -871599.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -871733.687500 Penalty: 2959.046143
	Iteration 8Q: 3 clusters Score -871733.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -871829.687500 Penalty: 2959.046143
	Iteration 9Q: 3 clusters Score -871829.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -871901.062500 Penalty: 2959.046143
	Iteration 10Q: 3 clusters Score -871901.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -871973.750000 Penalty: 2959.046143
	Iteration 11Q: 3 clusters Score -871973.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -872038.125000 Penalty: 2959.046143
	Iteration 12Q: 3 clusters Score -872038.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -872098.562500 Penalty: 2959.046143
	Iteration 13Q: 3 clusters Score -872098.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -872167.812500 Penalty: 2959.046143
	Iteration 14Q: 3 clusters Score -872167.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -872228.875000 Penalty: 2959.046143
	Iteration 15Q: 3 clusters Score -872228.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -872300.437500 Penalty: 2959.046143
	Iteration 16Q: 3 clusters Score -872300.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -872376.937500 Penalty: 2959.046143
	Iteration 17Q: 3 clusters Score -872376.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -872442.125000 Penalty: 2959.046143
	Iteration 18Q: 3 clusters Score -872442.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -872497.875000 Penalty: 2959.046143
	Iteration 19Q: 3 clusters Score -872497.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -872565.437500 Penalty: 2959.046143
	Iteration 20F: 3 clusters Score -872565.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -872644.625000 Penalty: 2959.046143
	Iteration 21Q: 3 clusters Score -872644.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -872740.375000 Penalty: 2959.046143
	Iteration 22Q: 3 clusters Score -872740.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -872821.562500 Penalty: 2959.046143
	Iteration 23Q: 3 clusters Score -872821.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -872874.187500 Penalty: 2959.046143
	Iteration 24Q: 3 clusters Score -872874.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -872904.437500 Penalty: 2959.046143
	Iteration 25Q: 3 clusters Score -872904.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -872929.875000 Penalty: 2959.046143
	Iteration 26Q: 3 clusters Score -872929.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -872944.562500 Penalty: 2959.046143
	Iteration 27Q: 3 clusters Score -872944.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -872952.312500 Penalty: 2959.046143
	Iteration 28Q: 3 clusters Score -872952.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -872957.500000 Penalty: 2959.046143
	Iteration 29Q: 3 clusters Score -872957.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -872961.812500 Penalty: 2959.046143
	Iteration 30Q: 3 clusters Score -872961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -872964.312500 Penalty: 2959.046143
	Iteration 31Q: 3 clusters Score -872964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -872967.687500 Penalty: 2959.046143
	Iteration 32Q: 3 clusters Score -872967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -872972.312500 Penalty: 2959.046143
	Iteration 33Q: 3 clusters Score -872972.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -872975.750000 Penalty: 2959.046143
	Iteration 34Q: 3 clusters Score -872975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -872978.375000 Penalty: 2959.046143
	Iteration 35Q: 3 clusters Score -872978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -872983.812500 Penalty: 2959.046143
	Iteration 36Q: 3 clusters Score -872983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -872988.875000 Penalty: 2959.046143
	Iteration 37Q: 3 clusters Score -872988.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -872991.687500 Penalty: 2959.046143
	Iteration 38Q: 3 clusters Score -872991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -872994.812500 Penalty: 2959.046143
	Iteration 39Q: 3 clusters Score -872994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -872999.562500 Penalty: 2959.046143
	Iteration 40F: 3 clusters Score -872999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -873001.375000 Penalty: 2959.046143
	Iteration 41Q: 3 clusters Score -873001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -873002.562500 Penalty: 2959.046143
	Iteration 42Q: 3 clusters Score -873002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -873005.000000 Penalty: 2959.046143
	Iteration 43Q: 3 clusters Score -873005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -873004.437500 Penalty: 2959.046143
	Iteration 44Q: 3 clusters Score -873004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -873005.125000 Penalty: 2959.046143
	Iteration 45Q: 3 clusters Score -873005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -873005.500000 Penalty: 2959.046143
	Iteration 46Q: 3 clusters Score -873005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -873005.375000 Penalty: 2959.046143
	Iteration 47Q: 3 clusters Score -873005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -873006.312500 Penalty: 2959.046143
	Iteration 48Q: 3 clusters Score -873006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -873006.875000 Penalty: 2959.046143
	Iteration 49Q: 3 clusters Score -873006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -873007.125000 Penalty: 2959.046143
	Iteration 50Q: 3 clusters Score -873007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -873007.125000 Penalty: 2959.046143
	Iteration 51F: 3 clusters Score -873007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Entering Unmasked Estep 
Score: -1614666.375000 Penalty: 1575.425171
	Iteration 0F: 2 clusters Score -1614666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1603533.875000 Penalty: 3150.850342
	Iteration 0F: 3 clusters Score -1603534 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1607672.000000 Penalty: 3150.850342
	Iteration 1F: 3 clusters Score -1607672 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1608265.875000 Penalty: 3150.850342
	Iteration 2F: 3 clusters Score -1608266 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1609123.625000 Penalty: 3150.850342
	Iteration 3F: 3 clusters Score -1609124 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1610195.750000 Penalty: 3150.850342
	Iteration 4F: 3 clusters Score -1610196 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1611165.875000 Penalty: 3150.850342
	Iteration 5F: 3 clusters Score -1611166 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1611964.125000 Penalty: 3150.850342
	Iteration 6F: 3 clusters Score -1611964 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1612660.500000 Penalty: 3150.850342
	Iteration 7F: 3 clusters Score -1612660 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1613251.875000 Penalty: 3150.850342
	Iteration 8Q: 3 clusters Score -1613252 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1613740.875000 Penalty: 3150.850342
	Iteration 9Q: 3 clusters Score -1613741 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1614077.625000 Penalty: 3150.850342
	Iteration 10Q: 3 clusters Score -1614078 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1614314.250000 Penalty: 3150.850342
	Iteration 11Q: 3 clusters Score -1614314 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1614519.500000 Penalty: 3150.850342
	Iteration 12Q: 3 clusters Score -1614520 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1614668.750000 Penalty: 3150.850342
	Iteration 13Q: 3 clusters Score -1614669 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1614766.375000 Penalty: 3150.850342
	Iteration 14Q: 3 clusters Score -1614766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1614851.250000 Penalty: 3150.850342
	Iteration 15Q: 3 clusters Score -1614851 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1614907.250000 Penalty: 3150.850342
	Iteration 16Q: 3 clusters Score -1614907 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1614929.500000 Penalty: 3150.850342
	Iteration 17Q: 3 clusters Score -1614930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1614953.625000 Penalty: 3150.850342
	Iteration 18Q: 3 clusters Score -1614954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1614964.000000 Penalty: 3150.850342
	Iteration 19Q: 3 clusters Score -1614964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1614965.375000 Penalty: 3150.850342
	Iteration 20F: 3 clusters Score -1614965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1614968.500000 Penalty: 3150.850342
	Iteration 21Q: 3 clusters Score -1614968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1614971.125000 Penalty: 3150.850342
	Iteration 22Q: 3 clusters Score -1614971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1614972.500000 Penalty: 3150.850342
	Iteration 23Q: 3 clusters Score -1614972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1614975.625000 Penalty: 3150.850342
	Iteration 24Q: 3 clusters Score -1614976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1614975.125000 Penalty: 3150.850342
	Iteration 25Q: 3 clusters Score -1614975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1614974.375000 Penalty: 3150.850342
	Iteration 26Q: 3 clusters Score -1614974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1614977.250000 Penalty: 3150.850342
	Iteration 27Q: 3 clusters Score -1614977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1614975.125000 Penalty: 3150.850342
	Iteration 28Q: 3 clusters Score -1614975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1614976.500000 Penalty: 3150.850342
	Iteration 29Q: 3 clusters Score -1614976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1614977.125000 Penalty: 3150.850342
	Iteration 30Q: 3 clusters Score -1614977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1614975.750000 Penalty: 3150.850342
	Iteration 31Q: 3 clusters Score -1614976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1614975.750000 Penalty: 3150.850342
	Iteration 32F: 3 clusters Score -1614976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 10819 members 
Entering Unmasked Estep 
Score: -54943572.000000 Penalty: 79549.101562
Splitting cluster 7 changes total score from -54944004.000000 to -54943572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (18160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Entering Unmasked Estep 
Score: -1839578.625000 Penalty: 1593.633667
	Iteration 0F: 2 clusters Score -1839579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1827215.750000 Penalty: 3187.267334
	Iteration 0F: 3 clusters Score -1827216 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1831598.000000 Penalty: 3187.267334
	Iteration 1F: 3 clusters Score -1831598 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1831968.750000 Penalty: 3187.267334
	Iteration 2Q: 3 clusters Score -1831969 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1832332.250000 Penalty: 3187.267334
	Iteration 3Q: 3 clusters Score -1832332 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1832754.375000 Penalty: 3187.267334
	Iteration 4Q: 3 clusters Score -1832754 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1833206.375000 Penalty: 3187.267334
	Iteration 5Q: 3 clusters Score -1833206 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1833743.250000 Penalty: 3187.267334
	Iteration 6Q: 3 clusters Score -1833743 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1834345.375000 Penalty: 3187.267334
	Iteration 7F: 3 clusters Score -1834345 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1834973.750000 Penalty: 3187.267334
	Iteration 8F: 3 clusters Score -1834974 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1835539.250000 Penalty: 3187.267334
	Iteration 9Q: 3 clusters Score -1835539 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1835997.250000 Penalty: 3187.267334
	Iteration 10Q: 3 clusters Score -1835997 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1836332.625000 Penalty: 3187.267334
	Iteration 11Q: 3 clusters Score -1836333 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1836550.375000 Penalty: 3187.267334
	Iteration 12Q: 3 clusters Score -1836550 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1836676.000000 Penalty: 3187.267334
	Iteration 13Q: 3 clusters Score -1836676 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1836752.875000 Penalty: 3187.267334
	Iteration 14Q: 3 clusters Score -1836753 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1836803.125000 Penalty: 3187.267334
	Iteration 15Q: 3 clusters Score -1836803 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1836843.375000 Penalty: 3187.267334
	Iteration 16Q: 3 clusters Score -1836843 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1836856.750000 Penalty: 3187.267334
	Iteration 17Q: 3 clusters Score -1836857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1836891.125000 Penalty: 3187.267334
	Iteration 18Q: 3 clusters Score -1836891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1836910.250000 Penalty: 3187.267334
	Iteration 19Q: 3 clusters Score -1836910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1836935.000000 Penalty: 3187.267334
	Iteration 20F: 3 clusters Score -1836935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1836951.750000 Penalty: 3187.267334
	Iteration 21Q: 3 clusters Score -1836952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1836973.750000 Penalty: 3187.267334
	Iteration 22Q: 3 clusters Score -1836974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1837000.125000 Penalty: 3187.267334
	Iteration 23Q: 3 clusters Score -1837000 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1837022.875000 Penalty: 3187.267334
	Iteration 24Q: 3 clusters Score -1837023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1837037.125000 Penalty: 3187.267334
	Iteration 25Q: 3 clusters Score -1837037 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1837073.500000 Penalty: 3187.267334
	Iteration 26Q: 3 clusters Score -1837074 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1837107.250000 Penalty: 3187.267334
	Iteration 27Q: 3 clusters Score -1837107 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1837143.375000 Penalty: 3187.267334
	Iteration 28Q: 3 clusters Score -1837143 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1837171.500000 Penalty: 3187.267334
	Iteration 29Q: 3 clusters Score -1837172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1837205.000000 Penalty: 3187.267334
	Iteration 30Q: 3 clusters Score -1837205 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1837237.750000 Penalty: 3187.267334
	Iteration 31Q: 3 clusters Score -1837238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1837287.125000 Penalty: 3187.267334
	Iteration 32Q: 3 clusters Score -1837287 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1837330.125000 Penalty: 3187.267334
	Iteration 33Q: 3 clusters Score -1837330 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1837372.125000 Penalty: 3187.267334
	Iteration 34Q: 3 clusters Score -1837372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1837417.250000 Penalty: 3187.267334
	Iteration 35Q: 3 clusters Score -1837417 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1837448.875000 Penalty: 3187.267334
	Iteration 36Q: 3 clusters Score -1837449 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1837499.375000 Penalty: 3187.267334
	Iteration 37Q: 3 clusters Score -1837499 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1837528.500000 Penalty: 3187.267334
	Iteration 38Q: 3 clusters Score -1837528 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1837552.750000 Penalty: 3187.267334
	Iteration 39Q: 3 clusters Score -1837553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1837587.000000 Penalty: 3187.267334
	Iteration 40F: 3 clusters Score -1837587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1837627.000000 Penalty: 3187.267334
	Iteration 41Q: 3 clusters Score -1837627 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1837680.000000 Penalty: 3187.267334
	Iteration 42Q: 3 clusters Score -1837680 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1837730.875000 Penalty: 3187.267334
	Iteration 43Q: 3 clusters Score -1837731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1837783.500000 Penalty: 3187.267334
	Iteration 44Q: 3 clusters Score -1837784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1837820.000000 Penalty: 3187.267334
	Iteration 45Q: 3 clusters Score -1837820 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1837857.625000 Penalty: 3187.267334
	Iteration 46Q: 3 clusters Score -1837858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1837899.125000 Penalty: 3187.267334
	Iteration 47Q: 3 clusters Score -1837899 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1837927.375000 Penalty: 3187.267334
	Iteration 48Q: 3 clusters Score -1837927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1837954.875000 Penalty: 3187.267334
	Iteration 49Q: 3 clusters Score -1837955 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1837983.375000 Penalty: 3187.267334
	Iteration 50Q: 3 clusters Score -1837983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1838016.625000 Penalty: 3187.267334
	Iteration 51Q: 3 clusters Score -1838017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1838041.875000 Penalty: 3187.267334
	Iteration 52Q: 3 clusters Score -1838042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1838076.000000 Penalty: 3187.267334
	Iteration 53Q: 3 clusters Score -1838076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1838110.875000 Penalty: 3187.267334
	Iteration 54Q: 3 clusters Score -1838111 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1838126.750000 Penalty: 3187.267334
	Iteration 55Q: 3 clusters Score -1838127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1838147.375000 Penalty: 3187.267334
	Iteration 56Q: 3 clusters Score -1838147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1838162.375000 Penalty: 3187.267334
	Iteration 57Q: 3 clusters Score -1838162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1838182.125000 Penalty: 3187.267334
	Iteration 58Q: 3 clusters Score -1838182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1838194.375000 Penalty: 3187.267334
	Iteration 59Q: 3 clusters Score -1838194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1838199.000000 Penalty: 3187.267334
	Iteration 60F: 3 clusters Score -1838199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1838212.875000 Penalty: 3187.267334
	Iteration 61Q: 3 clusters Score -1838213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1838225.375000 Penalty: 3187.267334
	Iteration 62Q: 3 clusters Score -1838225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1838234.500000 Penalty: 3187.267334
	Iteration 63Q: 3 clusters Score -1838234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1838243.375000 Penalty: 3187.267334
	Iteration 64Q: 3 clusters Score -1838243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1838249.500000 Penalty: 3187.267334
	Iteration 65Q: 3 clusters Score -1838250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1838254.625000 Penalty: 3187.267334
	Iteration 66Q: 3 clusters Score -1838255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1838261.125000 Penalty: 3187.267334
	Iteration 67Q: 3 clusters Score -1838261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1838267.000000 Penalty: 3187.267334
	Iteration 68Q: 3 clusters Score -1838267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1838275.750000 Penalty: 3187.267334
	Iteration 69Q: 3 clusters Score -1838276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1838277.375000 Penalty: 3187.267334
	Iteration 70Q: 3 clusters Score -1838277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1838279.875000 Penalty: 3187.267334
	Iteration 71Q: 3 clusters Score -1838280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1838279.125000 Penalty: 3187.267334
	Iteration 72Q: 3 clusters Score -1838279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1838278.625000 Penalty: 3187.267334
	Iteration 73Q: 3 clusters Score -1838279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1838279.250000 Penalty: 3187.267334
	Iteration 74Q: 3 clusters Score -1838279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1838279.250000 Penalty: 3187.267334
	Iteration 75F: 3 clusters Score -1838279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Entering Unmasked Estep 
Score: -2061309.000000 Penalty: 1625.136719
	Iteration 0F: 2 clusters Score -2061309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2046325.500000 Penalty: 3250.273438
	Iteration 0F: 3 clusters Score -2046326 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2052303.000000 Penalty: 3250.273438
	Iteration 1F: 3 clusters Score -2052303 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2053427.875000 Penalty: 3250.273438
	Iteration 2F: 3 clusters Score -2053428 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2054516.875000 Penalty: 3250.273438
	Iteration 3F: 3 clusters Score -2054517 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2055473.625000 Penalty: 3250.273438
	Iteration 4F: 3 clusters Score -2055474 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2056313.250000 Penalty: 3250.273438
	Iteration 5F: 3 clusters Score -2056313 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2057135.375000 Penalty: 3250.273438
	Iteration 6F: 3 clusters Score -2057135 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2057958.250000 Penalty: 3250.273438
	Iteration 7F: 3 clusters Score -2057958 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2058722.000000 Penalty: 3250.273438
	Iteration 8Q: 3 clusters Score -2058722 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2059510.750000 Penalty: 3250.273438
	Iteration 9Q: 3 clusters Score -2059511 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2060229.875000 Penalty: 3250.273438
	Iteration 10Q: 3 clusters Score -2060230 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2060783.500000 Penalty: 3250.273438
	Iteration 11Q: 3 clusters Score -2060784 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2061110.375000 Penalty: 3250.273438
	Iteration 12Q: 3 clusters Score -2061110 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2061316.375000 Penalty: 3250.273438
	Iteration 13Q: 3 clusters Score -2061316 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2061494.250000 Penalty: 3250.273438
	Iteration 14Q: 3 clusters Score -2061494 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2061614.000000 Penalty: 3250.273438
	Iteration 15Q: 3 clusters Score -2061614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2061701.375000 Penalty: 3250.273438
	Iteration 16Q: 3 clusters Score -2061701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2061772.000000 Penalty: 3250.273438
	Iteration 17Q: 3 clusters Score -2061772 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2061825.500000 Penalty: 3250.273438
	Iteration 18Q: 3 clusters Score -2061826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2061859.250000 Penalty: 3250.273438
	Iteration 19Q: 3 clusters Score -2061859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2061905.250000 Penalty: 3250.273438
	Iteration 20F: 3 clusters Score -2061905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2061934.875000 Penalty: 3250.273438
	Iteration 21Q: 3 clusters Score -2061935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2061957.125000 Penalty: 3250.273438
	Iteration 22Q: 3 clusters Score -2061957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2061963.750000 Penalty: 3250.273438
	Iteration 23Q: 3 clusters Score -2061964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2061973.625000 Penalty: 3250.273438
	Iteration 24Q: 3 clusters Score -2061974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2061982.750000 Penalty: 3250.273438
	Iteration 25Q: 3 clusters Score -2061983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2061987.375000 Penalty: 3250.273438
	Iteration 26Q: 3 clusters Score -2061987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2061987.625000 Penalty: 3250.273438
	Iteration 27Q: 3 clusters Score -2061988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2061986.750000 Penalty: 3250.273438
	Iteration 28Q: 3 clusters Score -2061987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2061988.875000 Penalty: 3250.273438
	Iteration 29Q: 3 clusters Score -2061989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2061986.625000 Penalty: 3250.273438
	Iteration 30Q: 3 clusters Score -2061987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2061987.625000 Penalty: 3250.273438
	Iteration 31Q: 3 clusters Score -2061988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2061987.625000 Penalty: 3250.273438
	Iteration 32F: 3 clusters Score -2061988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 20393 members 
Entering Unmasked Estep 
Score: -54944208.000000 Penalty: 79549.101562
Splitting cluster 9 changes total score from -54944004.000000 to -54944208.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -371576.718750 Penalty: 1339.019653
	Iteration 0F: 2 clusters Score -371576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -368403.500000 Penalty: 2678.039307
	Iteration 0F: 3 clusters Score -368403.5 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -369161.437500 Penalty: 2678.039307
	Iteration 1F: 3 clusters Score -369161.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -369295.937500 Penalty: 2678.039307
	Iteration 2F: 3 clusters Score -369295.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -369394.000000 Penalty: 2678.039307
	Iteration 3Q: 3 clusters Score -369394 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -369449.562500 Penalty: 2678.039307
	Iteration 4Q: 3 clusters Score -369449.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -369490.781250 Penalty: 2678.039307
	Iteration 5Q: 3 clusters Score -369490.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -369527.625000 Penalty: 2678.039307
	Iteration 6Q: 3 clusters Score -369527.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -369563.218750 Penalty: 2678.039307
	Iteration 7Q: 3 clusters Score -369563.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -369590.718750 Penalty: 2678.039307
	Iteration 8Q: 3 clusters Score -369590.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -369619.906250 Penalty: 2678.039307
	Iteration 9Q: 3 clusters Score -369619.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -369654.468750 Penalty: 2678.039307
	Iteration 10Q: 3 clusters Score -369654.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -369683.250000 Penalty: 2678.039307
	Iteration 11Q: 3 clusters Score -369683.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -369715.781250 Penalty: 2678.039307
	Iteration 12Q: 3 clusters Score -369715.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -369740.437500 Penalty: 2678.039307
	Iteration 13Q: 3 clusters Score -369740.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -369765.625000 Penalty: 2678.039307
	Iteration 14Q: 3 clusters Score -369765.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -369790.593750 Penalty: 2678.039307
	Iteration 15Q: 3 clusters Score -369790.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -369837.750000 Penalty: 2678.039307
	Iteration 16Q: 3 clusters Score -369837.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -369886.687500 Penalty: 2678.039307
	Iteration 17Q: 3 clusters Score -369886.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -369936.000000 Penalty: 2678.039307
	Iteration 18Q: 3 clusters Score -369936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -369994.562500 Penalty: 2678.039307
	Iteration 19Q: 3 clusters Score -369994.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -370059.093750 Penalty: 2678.039307
	Iteration 20F: 3 clusters Score -370059.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -370139.687500 Penalty: 2678.039307
	Iteration 21Q: 3 clusters Score -370139.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -370229.781250 Penalty: 2678.039307
	Iteration 22Q: 3 clusters Score -370229.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -370305.312500 Penalty: 2678.039307
	Iteration 23Q: 3 clusters Score -370305.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -370348.500000 Penalty: 2678.039307
	Iteration 24Q: 3 clusters Score -370348.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -370385.718750 Penalty: 2678.039307
	Iteration 25Q: 3 clusters Score -370385.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -370404.406250 Penalty: 2678.039307
	Iteration 26Q: 3 clusters Score -370404.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -370422.687500 Penalty: 2678.039307
	Iteration 27Q: 3 clusters Score -370422.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -370433.468750 Penalty: 2678.039307
	Iteration 28Q: 3 clusters Score -370433.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -370443.375000 Penalty: 2678.039307
	Iteration 29Q: 3 clusters Score -370443.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -370450.156250 Penalty: 2678.039307
	Iteration 30Q: 3 clusters Score -370450.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -370457.562500 Penalty: 2678.039307
	Iteration 31Q: 3 clusters Score -370457.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -370463.625000 Penalty: 2678.039307
	Iteration 32Q: 3 clusters Score -370463.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -370467.718750 Penalty: 2678.039307
	Iteration 33Q: 3 clusters Score -370467.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -370468.812500 Penalty: 2678.039307
	Iteration 34Q: 3 clusters Score -370468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -370471.812500 Penalty: 2678.039307
	Iteration 35Q: 3 clusters Score -370471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -370474.031250 Penalty: 2678.039307
	Iteration 36Q: 3 clusters Score -370474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -370476.843750 Penalty: 2678.039307
	Iteration 37Q: 3 clusters Score -370476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -370479.093750 Penalty: 2678.039307
	Iteration 38Q: 3 clusters Score -370479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -370480.125000 Penalty: 2678.039307
	Iteration 39Q: 3 clusters Score -370480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -370480.875000 Penalty: 2678.039307
	Iteration 40F: 3 clusters Score -370480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -370483.312500 Penalty: 2678.039307
	Iteration 41Q: 3 clusters Score -370483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -370486.687500 Penalty: 2678.039307
	Iteration 42Q: 3 clusters Score -370486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -370489.500000 Penalty: 2678.039307
	Iteration 43Q: 3 clusters Score -370489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -370491.531250 Penalty: 2678.039307
	Iteration 44Q: 3 clusters Score -370491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -370493.812500 Penalty: 2678.039307
	Iteration 45Q: 3 clusters Score -370493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -370494.812500 Penalty: 2678.039307
	Iteration 46Q: 3 clusters Score -370494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -370496.500000 Penalty: 2678.039307
	Iteration 47Q: 3 clusters Score -370496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -370497.218750 Penalty: 2678.039307
	Iteration 48Q: 3 clusters Score -370497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -370498.937500 Penalty: 2678.039307
	Iteration 49Q: 3 clusters Score -370498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -370499.468750 Penalty: 2678.039307
	Iteration 50Q: 3 clusters Score -370499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -370500.437500 Penalty: 2678.039307
	Iteration 51Q: 3 clusters Score -370500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -370501.125000 Penalty: 2678.039307
	Iteration 52Q: 3 clusters Score -370501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -370502.750000 Penalty: 2678.039307
	Iteration 53Q: 3 clusters Score -370502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -370505.375000 Penalty: 2678.039307
	Iteration 54Q: 3 clusters Score -370505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -370508.250000 Penalty: 2678.039307
	Iteration 55Q: 3 clusters Score -370508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -370510.906250 Penalty: 2678.039307
	Iteration 56Q: 3 clusters Score -370510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -370514.625000 Penalty: 2678.039307
	Iteration 57Q: 3 clusters Score -370514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -370515.125000 Penalty: 2678.039307
	Iteration 58Q: 3 clusters Score -370515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -370515.500000 Penalty: 2678.039307
	Iteration 59Q: 3 clusters Score -370515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -370517.437500 Penalty: 2678.039307
	Iteration 60F: 3 clusters Score -370517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -370518.937500 Penalty: 2678.039307
	Iteration 61Q: 3 clusters Score -370518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -370521.562500 Penalty: 2678.039307
	Iteration 62Q: 3 clusters Score -370521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -370525.750000 Penalty: 2678.039307
	Iteration 63Q: 3 clusters Score -370525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -370527.343750 Penalty: 2678.039307
	Iteration 64Q: 3 clusters Score -370527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -370530.500000 Penalty: 2678.039307
	Iteration 65Q: 3 clusters Score -370530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -370532.218750 Penalty: 2678.039307
	Iteration 66Q: 3 clusters Score -370532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -370534.531250 Penalty: 2678.039307
	Iteration 67Q: 3 clusters Score -370534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -370534.875000 Penalty: 2678.039307
	Iteration 68Q: 3 clusters Score -370534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -370536.281250 Penalty: 2678.039307
	Iteration 69Q: 3 clusters Score -370536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -370538.375000 Penalty: 2678.039307
	Iteration 70Q: 3 clusters Score -370538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -370541.156250 Penalty: 2678.039307
	Iteration 71Q: 3 clusters Score -370541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -370545.468750 Penalty: 2678.039307
	Iteration 72Q: 3 clusters Score -370545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -370546.593750 Penalty: 2678.039307
	Iteration 73Q: 3 clusters Score -370546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -370548.906250 Penalty: 2678.039307
	Iteration 74Q: 3 clusters Score -370548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -370549.406250 Penalty: 2678.039307
	Iteration 75Q: 3 clusters Score -370549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -370552.031250 Penalty: 2678.039307
	Iteration 76Q: 3 clusters Score -370552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -370554.437500 Penalty: 2678.039307
	Iteration 77Q: 3 clusters Score -370554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -370555.812500 Penalty: 2678.039307
	Iteration 78Q: 3 clusters Score -370555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -370558.125000 Penalty: 2678.039307
	Iteration 79Q: 3 clusters Score -370558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -370558.750000 Penalty: 2678.039307
	Iteration 80F: 3 clusters Score -370558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -370558.843750 Penalty: 2678.039307
	Iteration 81Q: 3 clusters Score -370558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -370559.500000 Penalty: 2678.039307
	Iteration 82Q: 3 clusters Score -370559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -370560.343750 Penalty: 2678.039307
	Iteration 83Q: 3 clusters Score -370560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -370561.437500 Penalty: 2678.039307
	Iteration 84Q: 3 clusters Score -370561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -370562.687500 Penalty: 2678.039307
	Iteration 85Q: 3 clusters Score -370562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -370562.593750 Penalty: 2678.039307
	Iteration 86Q: 3 clusters Score -370562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -370562.593750 Penalty: 2678.039307
	Iteration 87F: 3 clusters Score -370562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Entering Unmasked Estep 
Score: -3202455.500000 Penalty: 1684.218140
	Iteration 0F: 2 clusters Score -3202456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3181078.250000 Penalty: 3368.436279
	Iteration 0F: 3 clusters Score -3181078 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3189597.250000 Penalty: 3368.436279
	Iteration 1F: 3 clusters Score -3189597 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3190341.750000 Penalty: 3368.436279
	Iteration 2F: 3 clusters Score -3190342 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3191127.000000 Penalty: 3368.436279
	Iteration 3F: 3 clusters Score -3191127 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3191848.250000 Penalty: 3368.436279
	Iteration 4Q: 3 clusters Score -3191848 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3192577.750000 Penalty: 3368.436279
	Iteration 5F: 3 clusters Score -3192578 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3193288.000000 Penalty: 3368.436279
	Iteration 6Q: 3 clusters Score -3193288 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3193984.750000 Penalty: 3368.436279
	Iteration 7Q: 3 clusters Score -3193985 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3194626.750000 Penalty: 3368.436279
	Iteration 8Q: 3 clusters Score -3194627 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3195209.000000 Penalty: 3368.436279
	Iteration 9Q: 3 clusters Score -3195209 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3195642.500000 Penalty: 3368.436279
	Iteration 10Q: 3 clusters Score -3195642 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3195959.250000 Penalty: 3368.436279
	Iteration 11Q: 3 clusters Score -3195959 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3196177.000000 Penalty: 3368.436279
	Iteration 12Q: 3 clusters Score -3196177 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3196289.250000 Penalty: 3368.436279
	Iteration 13Q: 3 clusters Score -3196289 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3196355.250000 Penalty: 3368.436279
	Iteration 14Q: 3 clusters Score -3196355 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3196419.500000 Penalty: 3368.436279
	Iteration 15Q: 3 clusters Score -3196420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3196446.750000 Penalty: 3368.436279
	Iteration 16Q: 3 clusters Score -3196447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3196495.250000 Penalty: 3368.436279
	Iteration 17Q: 3 clusters Score -3196495 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3196532.750000 Penalty: 3368.436279
	Iteration 18Q: 3 clusters Score -3196533 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3196568.000000 Penalty: 3368.436279
	Iteration 19Q: 3 clusters Score -3196568 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3196608.250000 Penalty: 3368.436279
	Iteration 20F: 3 clusters Score -3196608 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3196656.000000 Penalty: 3368.436279
	Iteration 21Q: 3 clusters Score -3196656 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3196687.750000 Penalty: 3368.436279
	Iteration 22Q: 3 clusters Score -3196688 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3196733.500000 Penalty: 3368.436279
	Iteration 23Q: 3 clusters Score -3196734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3196756.750000 Penalty: 3368.436279
	Iteration 24Q: 3 clusters Score -3196757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3196778.750000 Penalty: 3368.436279
	Iteration 25Q: 3 clusters Score -3196779 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3196812.250000 Penalty: 3368.436279
	Iteration 26Q: 3 clusters Score -3196812 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3196849.500000 Penalty: 3368.436279
	Iteration 27Q: 3 clusters Score -3196850 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3196868.000000 Penalty: 3368.436279
	Iteration 28Q: 3 clusters Score -3196868 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3196888.500000 Penalty: 3368.436279
	Iteration 29Q: 3 clusters Score -3196888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3196910.500000 Penalty: 3368.436279
	Iteration 30Q: 3 clusters Score -3196910 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3196931.750000 Penalty: 3368.436279
	Iteration 31Q: 3 clusters Score -3196932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3196970.500000 Penalty: 3368.436279
	Iteration 32Q: 3 clusters Score -3196970 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3196997.750000 Penalty: 3368.436279
	Iteration 33Q: 3 clusters Score -3196998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3197025.250000 Penalty: 3368.436279
	Iteration 34Q: 3 clusters Score -3197025 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3197045.000000 Penalty: 3368.436279
	Iteration 35Q: 3 clusters Score -3197045 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3197068.750000 Penalty: 3368.436279
	Iteration 36Q: 3 clusters Score -3197069 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3197105.500000 Penalty: 3368.436279
	Iteration 37Q: 3 clusters Score -3197106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3197115.000000 Penalty: 3368.436279
	Iteration 38Q: 3 clusters Score -3197115 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3197131.250000 Penalty: 3368.436279
	Iteration 39Q: 3 clusters Score -3197131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3197143.250000 Penalty: 3368.436279
	Iteration 40F: 3 clusters Score -3197143 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3197156.750000 Penalty: 3368.436279
	Iteration 41Q: 3 clusters Score -3197157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3197178.000000 Penalty: 3368.436279
	Iteration 42Q: 3 clusters Score -3197178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3197202.000000 Penalty: 3368.436279
	Iteration 43Q: 3 clusters Score -3197202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3197224.000000 Penalty: 3368.436279
	Iteration 44Q: 3 clusters Score -3197224 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3197252.250000 Penalty: 3368.436279
	Iteration 45Q: 3 clusters Score -3197252 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3197283.750000 Penalty: 3368.436279
	Iteration 46Q: 3 clusters Score -3197284 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3197297.500000 Penalty: 3368.436279
	Iteration 47Q: 3 clusters Score -3197298 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3197311.250000 Penalty: 3368.436279
	Iteration 48Q: 3 clusters Score -3197311 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3197334.750000 Penalty: 3368.436279
	Iteration 49Q: 3 clusters Score -3197335 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3197340.500000 Penalty: 3368.436279
	Iteration 50Q: 3 clusters Score -3197340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3197370.250000 Penalty: 3368.436279
	Iteration 51Q: 3 clusters Score -3197370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3197387.500000 Penalty: 3368.436279
	Iteration 52Q: 3 clusters Score -3197388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3197395.000000 Penalty: 3368.436279
	Iteration 53Q: 3 clusters Score -3197395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3197416.250000 Penalty: 3368.436279
	Iteration 54Q: 3 clusters Score -3197416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3197427.500000 Penalty: 3368.436279
	Iteration 55Q: 3 clusters Score -3197428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3197440.000000 Penalty: 3368.436279
	Iteration 56Q: 3 clusters Score -3197440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3197458.250000 Penalty: 3368.436279
	Iteration 57Q: 3 clusters Score -3197458 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3197481.750000 Penalty: 3368.436279
	Iteration 58Q: 3 clusters Score -3197482 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3197495.750000 Penalty: 3368.436279
	Iteration 59Q: 3 clusters Score -3197496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 18387 members 
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Mstep: Class 2 contains 18544 members 
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Mstep: Class 1 contains 10008 members 
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Mstep: Class 2 contains 22619 members 
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Mstep: Class 1 contains 2802 members 
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	Iteration 131Q: 3 clusters Score -3201144 nChanged 5
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	Iteration 132Q: 3 clusters Score -3201146 nChanged 6
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	Iteration 133Q: 3 clusters Score -3201154 nChanged 8
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	Iteration 134Q: 3 clusters Score -3201153 nChanged 6
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	Iteration 135Q: 3 clusters Score -3201154 nChanged 6
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	Iteration 137Q: 3 clusters Score -3201162 nChanged 4
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	Iteration 138Q: 3 clusters Score -3201164 nChanged 4
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	Iteration 139Q: 3 clusters Score -3201164 nChanged 3
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	Iteration 140F: 3 clusters Score -3201169 nChanged 2
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	Iteration 141Q: 3 clusters Score -3201172 nChanged 2
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	Iteration 142Q: 3 clusters Score -3201169 nChanged 1
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	Iteration 143Q: 3 clusters Score -3201170 nChanged 1
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	Iteration 144Q: 3 clusters Score -3201170 nChanged 3
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	Iteration 145Q: 3 clusters Score -3201170 nChanged 3
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	Iteration 146Q: 3 clusters Score -3201174 nChanged 3
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	Iteration 147Q: 3 clusters Score -3201176 nChanged 3
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	Iteration 148Q: 3 clusters Score -3201177 nChanged 2
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	Iteration 149Q: 3 clusters Score -3201179 nChanged 1
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	Iteration 150Q: 3 clusters Score -3201180 nChanged 2
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	Iteration 151Q: 3 clusters Score -3201181 nChanged 1
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	Iteration 152Q: 3 clusters Score -3201181 nChanged 2
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	Iteration 153Q: 3 clusters Score -3201186 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3201185.750000 Penalty: 3368.436279
	Iteration 154F: 3 clusters Score -3201186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -934881.812500 Penalty: 1482.475952
	Iteration 0F: 2 clusters Score -934881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -928244.500000 Penalty: 2964.951904
	Iteration 0F: 3 clusters Score -928244.5 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -930363.125000 Penalty: 2964.951904
	Iteration 1F: 3 clusters Score -930363.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -930619.125000 Penalty: 2964.951904
	Iteration 2F: 3 clusters Score -930619.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -930871.375000 Penalty: 2964.951904
	Iteration 3F: 3 clusters Score -930871.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -931155.062500 Penalty: 2964.951904
	Iteration 4F: 3 clusters Score -931155.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -931457.000000 Penalty: 2964.951904
	Iteration 5F: 3 clusters Score -931457 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -931799.937500 Penalty: 2964.951904
	Iteration 6F: 3 clusters Score -931799.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -932187.437500 Penalty: 2964.951904
	Iteration 7F: 3 clusters Score -932187.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -932501.312500 Penalty: 2964.951904
	Iteration 8F: 3 clusters Score -932501.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -932785.562500 Penalty: 2964.951904
	Iteration 9Q: 3 clusters Score -932785.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -933024.437500 Penalty: 2964.951904
	Iteration 10Q: 3 clusters Score -933024.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -933278.187500 Penalty: 2964.951904
	Iteration 11Q: 3 clusters Score -933278.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -933529.375000 Penalty: 2964.951904
	Iteration 12Q: 3 clusters Score -933529.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -933779.437500 Penalty: 2964.951904
	Iteration 13Q: 3 clusters Score -933779.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -933994.625000 Penalty: 2964.951904
	Iteration 14Q: 3 clusters Score -933994.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -934198.062500 Penalty: 2964.951904
	Iteration 15Q: 3 clusters Score -934198.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -934343.187500 Penalty: 2964.951904
	Iteration 16Q: 3 clusters Score -934343.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -934426.812500 Penalty: 2964.951904
	Iteration 17Q: 3 clusters Score -934426.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -934469.562500 Penalty: 2964.951904
	Iteration 18Q: 3 clusters Score -934469.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -934496.187500 Penalty: 2964.951904
	Iteration 19Q: 3 clusters Score -934496.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -934509.625000 Penalty: 2964.951904
	Iteration 20F: 3 clusters Score -934509.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -934514.875000 Penalty: 2964.951904
	Iteration 21Q: 3 clusters Score -934514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -934519.937500 Penalty: 2964.951904
	Iteration 22Q: 3 clusters Score -934519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -934523.375000 Penalty: 2964.951904
	Iteration 23Q: 3 clusters Score -934523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -934522.750000 Penalty: 2964.951904
	Iteration 24Q: 3 clusters Score -934522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -934523.875000 Penalty: 2964.951904
	Iteration 25Q: 3 clusters Score -934523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -934524.312500 Penalty: 2964.951904
	Iteration 26Q: 3 clusters Score -934524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -934525.000000 Penalty: 2964.951904
	Iteration 27Q: 3 clusters Score -934525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -934524.250000 Penalty: 2964.951904
	Iteration 28Q: 3 clusters Score -934524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -934525.250000 Penalty: 2964.951904
	Iteration 29Q: 3 clusters Score -934525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -934525.437500 Penalty: 2964.951904
	Iteration 30Q: 3 clusters Score -934525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -934526.062500 Penalty: 2964.951904
	Iteration 31Q: 3 clusters Score -934526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -934525.312500 Penalty: 2964.951904
	Iteration 32Q: 3 clusters Score -934525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -934527.062500 Penalty: 2964.951904
	Iteration 33Q: 3 clusters Score -934527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -934526.625000 Penalty: 2964.951904
	Iteration 34Q: 3 clusters Score -934526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -934526.625000 Penalty: 2964.951904
	Iteration 35Q: 3 clusters Score -934526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -934526.875000 Penalty: 2964.951904
	Iteration 36Q: 3 clusters Score -934526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -934526.875000 Penalty: 2964.951904
	Iteration 37F: 3 clusters Score -934526.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -433110.343750 Penalty: 1390.260986
	Iteration 0F: 2 clusters Score -433110.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -429014.031250 Penalty: 2780.521973
	Iteration 0F: 3 clusters Score -429014 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -430666.437500 Penalty: 2780.521973
	Iteration 1F: 3 clusters Score -430666.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -431498.750000 Penalty: 2780.521973
	Iteration 2F: 3 clusters Score -431498.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -432292.500000 Penalty: 2780.521973
	Iteration 3F: 3 clusters Score -432292.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -432777.906250 Penalty: 2780.521973
	Iteration 4F: 3 clusters Score -432777.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -433142.500000 Penalty: 2780.521973
	Iteration 5F: 3 clusters Score -433142.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -433411.906250 Penalty: 2780.521973
	Iteration 6Q: 3 clusters Score -433411.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -433623.500000 Penalty: 2780.521973
	Iteration 7Q: 3 clusters Score -433623.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -433771.937500 Penalty: 2780.521973
	Iteration 8Q: 3 clusters Score -433771.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -433863.843750 Penalty: 2780.521973
	Iteration 9Q: 3 clusters Score -433863.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -433909.812500 Penalty: 2780.521973
	Iteration 10Q: 3 clusters Score -433909.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -433945.781250 Penalty: 2780.521973
	Iteration 11Q: 3 clusters Score -433945.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -433987.968750 Penalty: 2780.521973
	Iteration 12Q: 3 clusters Score -433988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -434030.187500 Penalty: 2780.521973
	Iteration 13Q: 3 clusters Score -434030.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -434052.593750 Penalty: 2780.521973
	Iteration 14Q: 3 clusters Score -434052.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -434064.187500 Penalty: 2780.521973
	Iteration 15Q: 3 clusters Score -434064.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -434069.406250 Penalty: 2780.521973
	Iteration 16Q: 3 clusters Score -434069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -434072.843750 Penalty: 2780.521973
	Iteration 17Q: 3 clusters Score -434072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -434075.843750 Penalty: 2780.521973
	Iteration 18Q: 3 clusters Score -434075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -434075.937500 Penalty: 2780.521973
	Iteration 19Q: 3 clusters Score -434075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -434076.437500 Penalty: 2780.521973
	Iteration 20F: 3 clusters Score -434076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -434077.156250 Penalty: 2780.521973
	Iteration 21Q: 3 clusters Score -434077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -434077.906250 Penalty: 2780.521973
	Iteration 22Q: 3 clusters Score -434077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -434077.531250 Penalty: 2780.521973
	Iteration 23Q: 3 clusters Score -434077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -434077.531250 Penalty: 2780.521973
	Iteration 24F: 3 clusters Score -434077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 20393 members 
Mstep: Class 38 contains 4023 members 
Entering Unmasked Estep 
Score: -54944280.000000 Penalty: 81699.078125
Splitting cluster 13 changes total score from -54944004.000000 to -54944280.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (22816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Entering Unmasked Estep 
Score: -2339029.250000 Penalty: 1630.722778
	Iteration 0F: 2 clusters Score -2339029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2323574.000000 Penalty: 3261.445557
	Iteration 0F: 3 clusters Score -2323574 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2329296.500000 Penalty: 3261.445557
	Iteration 1F: 3 clusters Score -2329296 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2329759.750000 Penalty: 3261.445557
	Iteration 2F: 3 clusters Score -2329760 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2330312.250000 Penalty: 3261.445557
	Iteration 3F: 3 clusters Score -2330312 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2331065.250000 Penalty: 3261.445557
	Iteration 4F: 3 clusters Score -2331065 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2331998.500000 Penalty: 3261.445557
	Iteration 5F: 3 clusters Score -2331998 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2333092.000000 Penalty: 3261.445557
	Iteration 6F: 3 clusters Score -2333092 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2334177.750000 Penalty: 3261.445557
	Iteration 7F: 3 clusters Score -2334178 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2334942.250000 Penalty: 3261.445557
	Iteration 8F: 3 clusters Score -2334942 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2335448.750000 Penalty: 3261.445557
	Iteration 9Q: 3 clusters Score -2335449 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2335743.750000 Penalty: 3261.445557
	Iteration 10Q: 3 clusters Score -2335744 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2335906.250000 Penalty: 3261.445557
	Iteration 11Q: 3 clusters Score -2335906 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2336020.250000 Penalty: 3261.445557
	Iteration 12Q: 3 clusters Score -2336020 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2336104.000000 Penalty: 3261.445557
	Iteration 13Q: 3 clusters Score -2336104 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2336171.500000 Penalty: 3261.445557
	Iteration 14Q: 3 clusters Score -2336172 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2336210.500000 Penalty: 3261.445557
	Iteration 15Q: 3 clusters Score -2336210 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2336242.500000 Penalty: 3261.445557
	Iteration 16Q: 3 clusters Score -2336242 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2336295.000000 Penalty: 3261.445557
	Iteration 17Q: 3 clusters Score -2336295 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2336327.500000 Penalty: 3261.445557
	Iteration 18Q: 3 clusters Score -2336328 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2336360.000000 Penalty: 3261.445557
	Iteration 19Q: 3 clusters Score -2336360 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2336400.250000 Penalty: 3261.445557
	Iteration 20F: 3 clusters Score -2336400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2336432.750000 Penalty: 3261.445557
	Iteration 21Q: 3 clusters Score -2336433 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2336465.000000 Penalty: 3261.445557
	Iteration 22Q: 3 clusters Score -2336465 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2336486.250000 Penalty: 3261.445557
	Iteration 23Q: 3 clusters Score -2336486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2336499.250000 Penalty: 3261.445557
	Iteration 24Q: 3 clusters Score -2336499 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2336530.250000 Penalty: 3261.445557
	Iteration 25Q: 3 clusters Score -2336530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2336563.250000 Penalty: 3261.445557
	Iteration 26Q: 3 clusters Score -2336563 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2336599.250000 Penalty: 3261.445557
	Iteration 27Q: 3 clusters Score -2336599 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2336648.750000 Penalty: 3261.445557
	Iteration 28Q: 3 clusters Score -2336649 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2336691.750000 Penalty: 3261.445557
	Iteration 29Q: 3 clusters Score -2336692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2336745.000000 Penalty: 3261.445557
	Iteration 30Q: 3 clusters Score -2336745 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2336782.500000 Penalty: 3261.445557
	Iteration 31Q: 3 clusters Score -2336782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2336838.000000 Penalty: 3261.445557
	Iteration 32Q: 3 clusters Score -2336838 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2336893.250000 Penalty: 3261.445557
	Iteration 33Q: 3 clusters Score -2336893 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2336950.000000 Penalty: 3261.445557
	Iteration 34Q: 3 clusters Score -2336950 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2337022.250000 Penalty: 3261.445557
	Iteration 35Q: 3 clusters Score -2337022 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2337083.250000 Penalty: 3261.445557
	Iteration 36Q: 3 clusters Score -2337083 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2337155.000000 Penalty: 3261.445557
	Iteration 37Q: 3 clusters Score -2337155 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2337215.750000 Penalty: 3261.445557
	Iteration 38Q: 3 clusters Score -2337216 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2337281.750000 Penalty: 3261.445557
	Iteration 39Q: 3 clusters Score -2337282 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2337366.000000 Penalty: 3261.445557
	Iteration 40F: 3 clusters Score -2337366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2337444.000000 Penalty: 3261.445557
	Iteration 41Q: 3 clusters Score -2337444 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2337530.750000 Penalty: 3261.445557
	Iteration 42Q: 3 clusters Score -2337531 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2337617.250000 Penalty: 3261.445557
	Iteration 43Q: 3 clusters Score -2337617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2337705.500000 Penalty: 3261.445557
	Iteration 44Q: 3 clusters Score -2337706 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2337780.250000 Penalty: 3261.445557
	Iteration 45Q: 3 clusters Score -2337780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2337825.750000 Penalty: 3261.445557
	Iteration 46Q: 3 clusters Score -2337826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2337865.250000 Penalty: 3261.445557
	Iteration 47Q: 3 clusters Score -2337865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2337894.500000 Penalty: 3261.445557
	Iteration 48Q: 3 clusters Score -2337894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2337931.250000 Penalty: 3261.445557
	Iteration 49Q: 3 clusters Score -2337931 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2337961.750000 Penalty: 3261.445557
	Iteration 50Q: 3 clusters Score -2337962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2337993.000000 Penalty: 3261.445557
	Iteration 51Q: 3 clusters Score -2337993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2338020.500000 Penalty: 3261.445557
	Iteration 52Q: 3 clusters Score -2338020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2338037.250000 Penalty: 3261.445557
	Iteration 53Q: 3 clusters Score -2338037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2338054.500000 Penalty: 3261.445557
	Iteration 54Q: 3 clusters Score -2338054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2338064.500000 Penalty: 3261.445557
	Iteration 55Q: 3 clusters Score -2338064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2338064.750000 Penalty: 3261.445557
	Iteration 56Q: 3 clusters Score -2338065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2338082.500000 Penalty: 3261.445557
	Iteration 57Q: 3 clusters Score -2338082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2338094.500000 Penalty: 3261.445557
	Iteration 58Q: 3 clusters Score -2338094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2338097.250000 Penalty: 3261.445557
	Iteration 59Q: 3 clusters Score -2338097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2338102.750000 Penalty: 3261.445557
	Iteration 60F: 3 clusters Score -2338103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2338113.000000 Penalty: 3261.445557
	Iteration 61Q: 3 clusters Score -2338113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2338121.500000 Penalty: 3261.445557
	Iteration 62Q: 3 clusters Score -2338122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2338125.500000 Penalty: 3261.445557
	Iteration 63Q: 3 clusters Score -2338126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2338132.750000 Penalty: 3261.445557
	Iteration 64Q: 3 clusters Score -2338133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2338142.250000 Penalty: 3261.445557
	Iteration 65Q: 3 clusters Score -2338142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2338144.000000 Penalty: 3261.445557
	Iteration 66Q: 3 clusters Score -2338144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2338147.250000 Penalty: 3261.445557
	Iteration 67Q: 3 clusters Score -2338147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2338150.500000 Penalty: 3261.445557
	Iteration 68Q: 3 clusters Score -2338150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2338149.000000 Penalty: 3261.445557
	Iteration 69Q: 3 clusters Score -2338149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2338153.000000 Penalty: 3261.445557
	Iteration 70Q: 3 clusters Score -2338153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2338155.750000 Penalty: 3261.445557
	Iteration 71Q: 3 clusters Score -2338156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2338159.250000 Penalty: 3261.445557
	Iteration 72Q: 3 clusters Score -2338159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2338162.250000 Penalty: 3261.445557
	Iteration 73Q: 3 clusters Score -2338162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2338165.250000 Penalty: 3261.445557
	Iteration 74Q: 3 clusters Score -2338165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2338168.500000 Penalty: 3261.445557
	Iteration 75Q: 3 clusters Score -2338168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2338165.750000 Penalty: 3261.445557
	Iteration 76Q: 3 clusters Score -2338166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2338168.750000 Penalty: 3261.445557
	Iteration 77Q: 3 clusters Score -2338169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2338170.000000 Penalty: 3261.445557
	Iteration 78Q: 3 clusters Score -2338170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2338170.750000 Penalty: 3261.445557
	Iteration 79Q: 3 clusters Score -2338171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2338171.250000 Penalty: 3261.445557
	Iteration 80F: 3 clusters Score -2338171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2338171.500000 Penalty: 3261.445557
	Iteration 81Q: 3 clusters Score -2338172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2338173.750000 Penalty: 3261.445557
	Iteration 82Q: 3 clusters Score -2338174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2338173.750000 Penalty: 3261.445557
	Iteration 83Q: 3 clusters Score -2338174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2338173.750000 Penalty: 3261.445557
	Iteration 84Q: 3 clusters Score -2338174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2338172.500000 Penalty: 3261.445557
	Iteration 85Q: 3 clusters Score -2338172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2338174.750000 Penalty: 3261.445557
	Iteration 86Q: 3 clusters Score -2338175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2338174.750000 Penalty: 3261.445557
	Iteration 87Q: 3 clusters Score -2338175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2338174.750000 Penalty: 3261.445557
	Iteration 88F: 3 clusters Score -2338175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -198804.875000 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -198804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -196655.875000 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -196655.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -197326.062500 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -197326.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197764.500000 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -197764.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -198113.359375 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -198113.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -198307.671875 Penalty: 2485.685547
	Iteration 4F: 3 clusters Score -198307.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -198432.687500 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -198432.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -198515.000000 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -198515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -198599.750000 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -198599.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -198744.390625 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -198744.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198979.765625 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -198979.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -199032.625000 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -199032.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199047.421875 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -199047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -199057.843750 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -199057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199061.218750 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -199061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199063.703125 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -199063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -199065.562500 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -199065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -199066.625000 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -199066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199067.421875 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -199067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199067.421875 Penalty: 2485.685547
	Iteration 18F: 3 clusters Score -199067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4438 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 20393 members 
Mstep: Class 38 contains 4023 members 
Mstep: Class 39 contains 762 members 
Entering Unmasked Estep 
Score: -54943648.000000 Penalty: 83849.054688
Splitting cluster 15 changes total score from -54944004.000000 to -54943648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Entering Unmasked Estep 
Score: -1301114.250000 Penalty: 1537.352783
	Iteration 0F: 2 clusters Score -1301114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1292108.750000 Penalty: 3074.705566
	Iteration 0F: 3 clusters Score -1292109 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1295524.750000 Penalty: 3074.705566
	Iteration 1F: 3 clusters Score -1295525 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1296425.750000 Penalty: 3074.705566
	Iteration 2F: 3 clusters Score -1296426 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1297089.500000 Penalty: 3074.705566
	Iteration 3F: 3 clusters Score -1297090 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1297641.875000 Penalty: 3074.705566
	Iteration 4F: 3 clusters Score -1297642 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1298182.125000 Penalty: 3074.705566
	Iteration 5F: 3 clusters Score -1298182 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1298751.000000 Penalty: 3074.705566
	Iteration 6F: 3 clusters Score -1298751 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1299246.875000 Penalty: 3074.705566
	Iteration 7F: 3 clusters Score -1299247 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1299623.750000 Penalty: 3074.705566
	Iteration 8Q: 3 clusters Score -1299624 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1299859.375000 Penalty: 3074.705566
	Iteration 9Q: 3 clusters Score -1299859 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1300023.875000 Penalty: 3074.705566
	Iteration 10Q: 3 clusters Score -1300024 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1300120.375000 Penalty: 3074.705566
	Iteration 11Q: 3 clusters Score -1300120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1300191.750000 Penalty: 3074.705566
	Iteration 12Q: 3 clusters Score -1300192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1300236.500000 Penalty: 3074.705566
	Iteration 13Q: 3 clusters Score -1300236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1300274.750000 Penalty: 3074.705566
	Iteration 14Q: 3 clusters Score -1300275 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1300307.500000 Penalty: 3074.705566
	Iteration 15Q: 3 clusters Score -1300308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1300333.250000 Penalty: 3074.705566
	Iteration 16Q: 3 clusters Score -1300333 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1300354.125000 Penalty: 3074.705566
	Iteration 17Q: 3 clusters Score -1300354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1300377.000000 Penalty: 3074.705566
	Iteration 18Q: 3 clusters Score -1300377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1300398.625000 Penalty: 3074.705566
	Iteration 19Q: 3 clusters Score -1300399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1300409.375000 Penalty: 3074.705566
	Iteration 20F: 3 clusters Score -1300409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1300419.375000 Penalty: 3074.705566
	Iteration 21Q: 3 clusters Score -1300419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1300428.875000 Penalty: 3074.705566
	Iteration 22Q: 3 clusters Score -1300429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1300435.000000 Penalty: 3074.705566
	Iteration 23Q: 3 clusters Score -1300435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1300444.375000 Penalty: 3074.705566
	Iteration 24Q: 3 clusters Score -1300444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1300450.375000 Penalty: 3074.705566
	Iteration 25Q: 3 clusters Score -1300450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1300457.875000 Penalty: 3074.705566
	Iteration 26Q: 3 clusters Score -1300458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1300466.625000 Penalty: 3074.705566
	Iteration 27Q: 3 clusters Score -1300467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1300472.500000 Penalty: 3074.705566
	Iteration 28Q: 3 clusters Score -1300472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1300476.875000 Penalty: 3074.705566
	Iteration 29Q: 3 clusters Score -1300477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1300473.875000 Penalty: 3074.705566
	Iteration 30Q: 3 clusters Score -1300474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1300484.125000 Penalty: 3074.705566
	Iteration 31Q: 3 clusters Score -1300484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1300486.250000 Penalty: 3074.705566
	Iteration 32Q: 3 clusters Score -1300486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1300490.000000 Penalty: 3074.705566
	Iteration 33Q: 3 clusters Score -1300490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1300489.125000 Penalty: 3074.705566
	Iteration 34Q: 3 clusters Score -1300489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1300491.250000 Penalty: 3074.705566
	Iteration 35Q: 3 clusters Score -1300491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1300492.250000 Penalty: 3074.705566
	Iteration 36Q: 3 clusters Score -1300492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1300495.875000 Penalty: 3074.705566
	Iteration 37Q: 3 clusters Score -1300496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1300494.750000 Penalty: 3074.705566
	Iteration 38Q: 3 clusters Score -1300495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1300493.000000 Penalty: 3074.705566
	Iteration 39Q: 3 clusters Score -1300493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1300496.875000 Penalty: 3074.705566
	Iteration 40F: 3 clusters Score -1300497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1300496.625000 Penalty: 3074.705566
	Iteration 41Q: 3 clusters Score -1300497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1300497.000000 Penalty: 3074.705566
	Iteration 42Q: 3 clusters Score -1300497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1300499.875000 Penalty: 3074.705566
	Iteration 43Q: 3 clusters Score -1300500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1300496.875000 Penalty: 3074.705566
	Iteration 44Q: 3 clusters Score -1300497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1300499.250000 Penalty: 3074.705566
	Iteration 45Q: 3 clusters Score -1300499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1300500.375000 Penalty: 3074.705566
	Iteration 46Q: 3 clusters Score -1300500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1300502.125000 Penalty: 3074.705566
	Iteration 47Q: 3 clusters Score -1300502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1300501.750000 Penalty: 3074.705566
	Iteration 48Q: 3 clusters Score -1300502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1300501.750000 Penalty: 3074.705566
	Iteration 49F: 3 clusters Score -1300502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -38088.390625 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -38088.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37202.464844 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -37202.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37336.972656 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -37336.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37390.746094 Penalty: 1959.972778
	Iteration 2F: 3 clusters Score -37390.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37415.074219 Penalty: 1959.972778
	Iteration 3Q: 3 clusters Score -37415.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37422.179688 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -37422.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37426.589844 Penalty: 1959.972778
	Iteration 5Q: 3 clusters Score -37426.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37428.425781 Penalty: 1959.972778
	Iteration 6Q: 3 clusters Score -37428.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37433.765625 Penalty: 1959.972778
	Iteration 7Q: 3 clusters Score -37433.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37435.183594 Penalty: 1959.972778
	Iteration 8Q: 3 clusters Score -37435.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37436.734375 Penalty: 1959.972778
	Iteration 9Q: 3 clusters Score -37436.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37437.542969 Penalty: 1959.972778
	Iteration 10Q: 3 clusters Score -37437.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37437.804688 Penalty: 1959.972778
	Iteration 11Q: 3 clusters Score -37437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37438.101562 Penalty: 1959.972778
	Iteration 12Q: 3 clusters Score -37438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37438.101562 Penalty: 1959.972778
	Iteration 13F: 3 clusters Score -37438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Entering Unmasked Estep 
Score: -6874119.500000 Penalty: 1806.007812
	Iteration 0F: 2 clusters Score -6874120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6829360.500000 Penalty: 3612.015625
	Iteration 0F: 3 clusters Score -6829360 nChanged 31774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -6847577.500000 Penalty: 3612.015625
	Iteration 1F: 3 clusters Score -6847578 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -6848419.500000 Penalty: 3612.015625
	Iteration 2Q: 3 clusters Score -6848420 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -6849570.000000 Penalty: 3612.015625
	Iteration 3Q: 3 clusters Score -6849570 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -6851694.000000 Penalty: 3612.015625
	Iteration 4F: 3 clusters Score -6851694 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -6854911.000000 Penalty: 3612.015625
	Iteration 5F: 3 clusters Score -6854911 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6859117.500000 Penalty: 3612.015625
	Iteration 6F: 3 clusters Score -6859118 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -6863429.000000 Penalty: 3612.015625
	Iteration 7F: 3 clusters Score -6863429 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -6866997.000000 Penalty: 3612.015625
	Iteration 8F: 3 clusters Score -6866997 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -6869674.500000 Penalty: 3612.015625
	Iteration 9Q: 3 clusters Score -6869674 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -6871297.000000 Penalty: 3612.015625
	Iteration 10Q: 3 clusters Score -6871297 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -6872018.500000 Penalty: 3612.015625
	Iteration 11Q: 3 clusters Score -6872018 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -6872330.000000 Penalty: 3612.015625
	Iteration 12Q: 3 clusters Score -6872330 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -6872470.500000 Penalty: 3612.015625
	Iteration 13Q: 3 clusters Score -6872470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -6872535.500000 Penalty: 3612.015625
	Iteration 14Q: 3 clusters Score -6872536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -6872584.500000 Penalty: 3612.015625
	Iteration 15Q: 3 clusters Score -6872584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -6872636.500000 Penalty: 3612.015625
	Iteration 16Q: 3 clusters Score -6872636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -6872677.500000 Penalty: 3612.015625
	Iteration 17Q: 3 clusters Score -6872678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -6872705.500000 Penalty: 3612.015625
	Iteration 18Q: 3 clusters Score -6872706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -6872724.000000 Penalty: 3612.015625
	Iteration 19Q: 3 clusters Score -6872724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -6872754.000000 Penalty: 3612.015625
	Iteration 20F: 3 clusters Score -6872754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -6872766.500000 Penalty: 3612.015625
	Iteration 21Q: 3 clusters Score -6872766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -6872772.000000 Penalty: 3612.015625
	Iteration 22Q: 3 clusters Score -6872772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -6872778.000000 Penalty: 3612.015625
	Iteration 23Q: 3 clusters Score -6872778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -6872784.000000 Penalty: 3612.015625
	Iteration 24Q: 3 clusters Score -6872784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -6872782.000000 Penalty: 3612.015625
	Iteration 25Q: 3 clusters Score -6872782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -6872782.000000 Penalty: 3612.015625
	Iteration 26F: 3 clusters Score -6872782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Entering Unmasked Estep 
Score: -8032812.500000 Penalty: 1826.149536
	Iteration 0F: 2 clusters Score -8032812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7982028.000000 Penalty: 3652.299072
	Iteration 0F: 3 clusters Score -7982028 nChanged 36054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8002973.500000 Penalty: 3652.299072
	Iteration 1F: 3 clusters Score -8002974 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -8004198.000000 Penalty: 3652.299072
	Iteration 2Q: 3 clusters Score -8004198 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -8006098.000000 Penalty: 3652.299072
	Iteration 3Q: 3 clusters Score -8006098 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -8008715.500000 Penalty: 3652.299072
	Iteration 4F: 3 clusters Score -8008716 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -8012037.000000 Penalty: 3652.299072
	Iteration 5F: 3 clusters Score -8012037 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -8015857.500000 Penalty: 3652.299072
	Iteration 6F: 3 clusters Score -8015858 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -8019533.000000 Penalty: 3652.299072
	Iteration 7F: 3 clusters Score -8019533 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8022709.000000 Penalty: 3652.299072
	Iteration 8F: 3 clusters Score -8022709 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -8025320.500000 Penalty: 3652.299072
	Iteration 9Q: 3 clusters Score -8025320 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -8027154.000000 Penalty: 3652.299072
	Iteration 10Q: 3 clusters Score -8027154 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -8028512.500000 Penalty: 3652.299072
	Iteration 11Q: 3 clusters Score -8028512 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8029467.000000 Penalty: 3652.299072
	Iteration 12Q: 3 clusters Score -8029467 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8030152.000000 Penalty: 3652.299072
	Iteration 13Q: 3 clusters Score -8030152 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8030628.000000 Penalty: 3652.299072
	Iteration 14Q: 3 clusters Score -8030628 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8031016.500000 Penalty: 3652.299072
	Iteration 15Q: 3 clusters Score -8031016 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8031282.000000 Penalty: 3652.299072
	Iteration 16Q: 3 clusters Score -8031282 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8031479.000000 Penalty: 3652.299072
	Iteration 17Q: 3 clusters Score -8031479 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8031607.500000 Penalty: 3652.299072
	Iteration 18Q: 3 clusters Score -8031608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8031679.500000 Penalty: 3652.299072
	Iteration 19Q: 3 clusters Score -8031680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8031730.000000 Penalty: 3652.299072
	Iteration 20F: 3 clusters Score -8031730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8031761.000000 Penalty: 3652.299072
	Iteration 21Q: 3 clusters Score -8031761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8031787.500000 Penalty: 3652.299072
	Iteration 22Q: 3 clusters Score -8031788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8031793.500000 Penalty: 3652.299072
	Iteration 23Q: 3 clusters Score -8031794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8031813.000000 Penalty: 3652.299072
	Iteration 24Q: 3 clusters Score -8031813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8031832.000000 Penalty: 3652.299072
	Iteration 25Q: 3 clusters Score -8031832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8031836.000000 Penalty: 3652.299072
	Iteration 26Q: 3 clusters Score -8031836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8031835.000000 Penalty: 3652.299072
	Iteration 27Q: 3 clusters Score -8031835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8031831.500000 Penalty: 3652.299072
	Iteration 28Q: 3 clusters Score -8031832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8031830.500000 Penalty: 3652.299072
	Iteration 29Q: 3 clusters Score -8031830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8031835.500000 Penalty: 3652.299072
	Iteration 30Q: 3 clusters Score -8031836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8031835.500000 Penalty: 3652.299072
	Iteration 31Q: 3 clusters Score -8031836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8031836.000000 Penalty: 3652.299072
	Iteration 32Q: 3 clusters Score -8031836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8031838.500000 Penalty: 3652.299072
	Iteration 33Q: 3 clusters Score -8031838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8031840.000000 Penalty: 3652.299072
	Iteration 34Q: 3 clusters Score -8031840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8031839.000000 Penalty: 3652.299072
	Iteration 35Q: 3 clusters Score -8031839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8031839.000000 Penalty: 3652.299072
	Iteration 36F: 3 clusters Score -8031839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -390797.093750 Penalty: 1346.927734
	Iteration 0F: 2 clusters Score -390797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -387511.156250 Penalty: 2693.855469
	Iteration 0F: 3 clusters Score -387511.2 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -388689.000000 Penalty: 2693.855469
	Iteration 1F: 3 clusters Score -388689 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -389210.968750 Penalty: 2693.855469
	Iteration 2F: 3 clusters Score -389211 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -389613.093750 Penalty: 2693.855469
	Iteration 3F: 3 clusters Score -389613.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -389889.125000 Penalty: 2693.855469
	Iteration 4F: 3 clusters Score -389889.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -390084.500000 Penalty: 2693.855469
	Iteration 5F: 3 clusters Score -390084.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -390202.406250 Penalty: 2693.855469
	Iteration 6Q: 3 clusters Score -390202.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -390287.875000 Penalty: 2693.855469
	Iteration 7Q: 3 clusters Score -390287.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -390352.281250 Penalty: 2693.855469
	Iteration 8Q: 3 clusters Score -390352.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -390405.875000 Penalty: 2693.855469
	Iteration 9Q: 3 clusters Score -390405.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -390462.750000 Penalty: 2693.855469
	Iteration 10Q: 3 clusters Score -390462.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -390517.312500 Penalty: 2693.855469
	Iteration 11Q: 3 clusters Score -390517.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -390591.031250 Penalty: 2693.855469
	Iteration 12Q: 3 clusters Score -390591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -390625.250000 Penalty: 2693.855469
	Iteration 13Q: 3 clusters Score -390625.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -390639.187500 Penalty: 2693.855469
	Iteration 14Q: 3 clusters Score -390639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -390646.875000 Penalty: 2693.855469
	Iteration 15Q: 3 clusters Score -390646.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -390653.093750 Penalty: 2693.855469
	Iteration 16Q: 3 clusters Score -390653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -390655.656250 Penalty: 2693.855469
	Iteration 17Q: 3 clusters Score -390655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -390656.906250 Penalty: 2693.855469
	Iteration 18Q: 3 clusters Score -390656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -390657.093750 Penalty: 2693.855469
	Iteration 19Q: 3 clusters Score -390657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -390657.500000 Penalty: 2693.855469
	Iteration 20F: 3 clusters Score -390657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -390657.687500 Penalty: 2693.855469
	Iteration 21Q: 3 clusters Score -390657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -390658.375000 Penalty: 2693.855469
	Iteration 22Q: 3 clusters Score -390658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -390658.750000 Penalty: 2693.855469
	Iteration 23Q: 3 clusters Score -390658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -390658.750000 Penalty: 2693.855469
	Iteration 24F: 3 clusters Score -390658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -243220.734375 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -243220.7 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 1247 members 
Entering Unmasked Estep 
Score: -240857.484375 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -240857.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -241375.968750 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -241376 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -241480.343750 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -241480.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -241543.578125 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -241543.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -241584.015625 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -241584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -241609.671875 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -241609.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -241632.375000 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -241632.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241650.875000 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -241650.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -241662.312500 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -241662.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -241670.906250 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -241670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -241679.468750 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -241679.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241691.125000 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -241691.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -241703.312500 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -241703.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -241712.500000 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -241712.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -241720.062500 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -241720.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -241726.781250 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -241726.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -241732.812500 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -241732.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241737.843750 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -241737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -241742.343750 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -241742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -241746.250000 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -241746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -241751.656250 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -241751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -241755.656250 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -241755.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -241761.968750 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -241762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -241766.843750 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -241766.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -241775.187500 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -241775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -241782.875000 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -241782.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -241788.640625 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -241788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -241793.328125 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -241793.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -241796.671875 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -241796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -241798.890625 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -241798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -241801.593750 Penalty: 2539.154297
	Iteration 30Q: 3 clusters Score -241801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -241803.968750 Penalty: 2539.154297
	Iteration 31Q: 3 clusters Score -241804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241806.625000 Penalty: 2539.154297
	Iteration 32Q: 3 clusters Score -241806.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -241809.000000 Penalty: 2539.154297
	Iteration 33Q: 3 clusters Score -241809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241811.203125 Penalty: 2539.154297
	Iteration 34Q: 3 clusters Score -241811.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -241814.281250 Penalty: 2539.154297
	Iteration 35Q: 3 clusters Score -241814.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -241815.062500 Penalty: 2539.154297
	Iteration 36Q: 3 clusters Score -241815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -241818.671875 Penalty: 2539.154297
	Iteration 37Q: 3 clusters Score -241818.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -241823.593750 Penalty: 2539.154297
	Iteration 38Q: 3 clusters Score -241823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -241828.265625 Penalty: 2539.154297
	Iteration 39Q: 3 clusters Score -241828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -241832.015625 Penalty: 2539.154297
	Iteration 40F: 3 clusters Score -241832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -241835.500000 Penalty: 2539.154297
	Iteration 41Q: 3 clusters Score -241835.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -241840.531250 Penalty: 2539.154297
	Iteration 42Q: 3 clusters Score -241840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -241843.390625 Penalty: 2539.154297
	Iteration 43Q: 3 clusters Score -241843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -241845.562500 Penalty: 2539.154297
	Iteration 44Q: 3 clusters Score -241845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -241846.343750 Penalty: 2539.154297
	Iteration 45Q: 3 clusters Score -241846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -241851.031250 Penalty: 2539.154297
	Iteration 46Q: 3 clusters Score -241851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -241854.796875 Penalty: 2539.154297
	Iteration 47Q: 3 clusters Score -241854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -241856.890625 Penalty: 2539.154297
	Iteration 48Q: 3 clusters Score -241856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -241858.015625 Penalty: 2539.154297
	Iteration 49Q: 3 clusters Score -241858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -241859.281250 Penalty: 2539.154297
	Iteration 50Q: 3 clusters Score -241859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -241862.718750 Penalty: 2539.154297
	Iteration 51Q: 3 clusters Score -241862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -241864.734375 Penalty: 2539.154297
	Iteration 52Q: 3 clusters Score -241864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -241867.609375 Penalty: 2539.154297
	Iteration 53Q: 3 clusters Score -241867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -241872.687500 Penalty: 2539.154297
	Iteration 54Q: 3 clusters Score -241872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -241875.015625 Penalty: 2539.154297
	Iteration 55Q: 3 clusters Score -241875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -241877.046875 Penalty: 2539.154297
	Iteration 56Q: 3 clusters Score -241877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -241880.046875 Penalty: 2539.154297
	Iteration 57Q: 3 clusters Score -241880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -241883.265625 Penalty: 2539.154297
	Iteration 58Q: 3 clusters Score -241883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -241884.921875 Penalty: 2539.154297
	Iteration 59Q: 3 clusters Score -241884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -241885.218750 Penalty: 2539.154297
	Iteration 60F: 3 clusters Score -241885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -241885.656250 Penalty: 2539.154297
	Iteration 61Q: 3 clusters Score -241885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -241885.656250 Penalty: 2539.154297
	Iteration 62F: 3 clusters Score -241885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -935060.625000 Penalty: 1482.440430
	Iteration 0F: 2 clusters Score -935060.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -928448.937500 Penalty: 2964.880859
	Iteration 0F: 3 clusters Score -928448.9 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -930597.312500 Penalty: 2964.880859
	Iteration 1F: 3 clusters Score -930597.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -930889.062500 Penalty: 2964.880859
	Iteration 2F: 3 clusters Score -930889.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -931153.000000 Penalty: 2964.880859
	Iteration 3F: 3 clusters Score -931153 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -931421.062500 Penalty: 2964.880859
	Iteration 4F: 3 clusters Score -931421.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -931733.625000 Penalty: 2964.880859
	Iteration 5F: 3 clusters Score -931733.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -932087.500000 Penalty: 2964.880859
	Iteration 6F: 3 clusters Score -932087.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -932444.437500 Penalty: 2964.880859
	Iteration 7F: 3 clusters Score -932444.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -932805.000000 Penalty: 2964.880859
	Iteration 8Q: 3 clusters Score -932805 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -933160.625000 Penalty: 2964.880859
	Iteration 9Q: 3 clusters Score -933160.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -933529.062500 Penalty: 2964.880859
	Iteration 10Q: 3 clusters Score -933529.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -933817.250000 Penalty: 2964.880859
	Iteration 11Q: 3 clusters Score -933817.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -934021.625000 Penalty: 2964.880859
	Iteration 12Q: 3 clusters Score -934021.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -934186.000000 Penalty: 2964.880859
	Iteration 13Q: 3 clusters Score -934186 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -934292.000000 Penalty: 2964.880859
	Iteration 14Q: 3 clusters Score -934292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -934347.562500 Penalty: 2964.880859
	Iteration 15Q: 3 clusters Score -934347.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -934382.125000 Penalty: 2964.880859
	Iteration 16Q: 3 clusters Score -934382.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -934399.437500 Penalty: 2964.880859
	Iteration 17Q: 3 clusters Score -934399.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -934411.000000 Penalty: 2964.880859
	Iteration 18Q: 3 clusters Score -934411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -934417.250000 Penalty: 2964.880859
	Iteration 19Q: 3 clusters Score -934417.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -934431.000000 Penalty: 2964.880859
	Iteration 20F: 3 clusters Score -934431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -934441.750000 Penalty: 2964.880859
	Iteration 21Q: 3 clusters Score -934441.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -934442.687500 Penalty: 2964.880859
	Iteration 22Q: 3 clusters Score -934442.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -934448.500000 Penalty: 2964.880859
	Iteration 23Q: 3 clusters Score -934448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -934450.562500 Penalty: 2964.880859
	Iteration 24Q: 3 clusters Score -934450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -934452.625000 Penalty: 2964.880859
	Iteration 25Q: 3 clusters Score -934452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -934452.562500 Penalty: 2964.880859
	Iteration 26Q: 3 clusters Score -934452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -934454.562500 Penalty: 2964.880859
	Iteration 27Q: 3 clusters Score -934454.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -934457.625000 Penalty: 2964.880859
	Iteration 28Q: 3 clusters Score -934457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -934459.437500 Penalty: 2964.880859
	Iteration 29Q: 3 clusters Score -934459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -934460.312500 Penalty: 2964.880859
	Iteration 30Q: 3 clusters Score -934460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -934459.750000 Penalty: 2964.880859
	Iteration 31Q: 3 clusters Score -934459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -934462.000000 Penalty: 2964.880859
	Iteration 32Q: 3 clusters Score -934462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -934461.625000 Penalty: 2964.880859
	Iteration 33Q: 3 clusters Score -934461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -934460.937500 Penalty: 2964.880859
	Iteration 34Q: 3 clusters Score -934460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -934461.687500 Penalty: 2964.880859
	Iteration 35Q: 3 clusters Score -934461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -934462.687500 Penalty: 2964.880859
	Iteration 36Q: 3 clusters Score -934462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -934463.062500 Penalty: 2964.880859
	Iteration 37Q: 3 clusters Score -934463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -934461.875000 Penalty: 2964.880859
	Iteration 38Q: 3 clusters Score -934461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -934461.875000 Penalty: 2964.880859
	Iteration 39Q: 3 clusters Score -934461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -934461.875000 Penalty: 2964.880859
	Iteration 40F: 3 clusters Score -934461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -392724.500000 Penalty: 1365.399048
	Iteration 0F: 2 clusters Score -392724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -389047.593750 Penalty: 2730.798096
	Iteration 0F: 3 clusters Score -389047.6 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -390212.812500 Penalty: 2730.798096
	Iteration 1F: 3 clusters Score -390212.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -390547.687500 Penalty: 2730.798096
	Iteration 2F: 3 clusters Score -390547.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -390801.031250 Penalty: 2730.798096
	Iteration 3F: 3 clusters Score -390801 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -391045.250000 Penalty: 2730.798096
	Iteration 4F: 3 clusters Score -391045.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -391237.875000 Penalty: 2730.798096
	Iteration 5F: 3 clusters Score -391237.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -391371.000000 Penalty: 2730.798096
	Iteration 6Q: 3 clusters Score -391371 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -391451.375000 Penalty: 2730.798096
	Iteration 7Q: 3 clusters Score -391451.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -391507.031250 Penalty: 2730.798096
	Iteration 8Q: 3 clusters Score -391507 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -391549.593750 Penalty: 2730.798096
	Iteration 9Q: 3 clusters Score -391549.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391584.093750 Penalty: 2730.798096
	Iteration 10Q: 3 clusters Score -391584.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -391607.625000 Penalty: 2730.798096
	Iteration 11Q: 3 clusters Score -391607.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391624.718750 Penalty: 2730.798096
	Iteration 12Q: 3 clusters Score -391624.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391633.031250 Penalty: 2730.798096
	Iteration 13Q: 3 clusters Score -391633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -391639.718750 Penalty: 2730.798096
	Iteration 14Q: 3 clusters Score -391639.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -391646.843750 Penalty: 2730.798096
	Iteration 15Q: 3 clusters Score -391646.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -391653.812500 Penalty: 2730.798096
	Iteration 16Q: 3 clusters Score -391653.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -391661.375000 Penalty: 2730.798096
	Iteration 17Q: 3 clusters Score -391661.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -391666.625000 Penalty: 2730.798096
	Iteration 18Q: 3 clusters Score -391666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -391670.281250 Penalty: 2730.798096
	Iteration 19Q: 3 clusters Score -391670.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -391674.187500 Penalty: 2730.798096
	Iteration 20F: 3 clusters Score -391674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -391676.000000 Penalty: 2730.798096
	Iteration 21Q: 3 clusters Score -391676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -391679.687500 Penalty: 2730.798096
	Iteration 22Q: 3 clusters Score -391679.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -391681.375000 Penalty: 2730.798096
	Iteration 23Q: 3 clusters Score -391681.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -391682.968750 Penalty: 2730.798096
	Iteration 24Q: 3 clusters Score -391683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -391684.093750 Penalty: 2730.798096
	Iteration 25Q: 3 clusters Score -391684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -391686.156250 Penalty: 2730.798096
	Iteration 26Q: 3 clusters Score -391686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -391689.406250 Penalty: 2730.798096
	Iteration 27Q: 3 clusters Score -391689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -391693.031250 Penalty: 2730.798096
	Iteration 28Q: 3 clusters Score -391693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -391695.500000 Penalty: 2730.798096
	Iteration 29Q: 3 clusters Score -391695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -391697.312500 Penalty: 2730.798096
	Iteration 30Q: 3 clusters Score -391697.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -391698.781250 Penalty: 2730.798096
	Iteration 31Q: 3 clusters Score -391698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -391700.062500 Penalty: 2730.798096
	Iteration 32Q: 3 clusters Score -391700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -391699.437500 Penalty: 2730.798096
	Iteration 33Q: 3 clusters Score -391699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -391700.156250 Penalty: 2730.798096
	Iteration 34Q: 3 clusters Score -391700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -391701.781250 Penalty: 2730.798096
	Iteration 35Q: 3 clusters Score -391701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -391701.281250 Penalty: 2730.798096
	Iteration 36Q: 3 clusters Score -391701.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -391701.781250 Penalty: 2730.798096
	Iteration 37Q: 3 clusters Score -391701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -391701.781250 Penalty: 2730.798096
	Iteration 38F: 3 clusters Score -391701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -550321.625000 Penalty: 1396.850708
	Iteration 0F: 2 clusters Score -550321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -546104.812500 Penalty: 2793.701416
	Iteration 0F: 3 clusters Score -546104.8 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -547354.375000 Penalty: 2793.701416
	Iteration 1F: 3 clusters Score -547354.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -547550.687500 Penalty: 2793.701416
	Iteration 2F: 3 clusters Score -547550.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -547680.812500 Penalty: 2793.701416
	Iteration 3F: 3 clusters Score -547680.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -547787.375000 Penalty: 2793.701416
	Iteration 4Q: 3 clusters Score -547787.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -547897.250000 Penalty: 2793.701416
	Iteration 5Q: 3 clusters Score -547897.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -547977.062500 Penalty: 2793.701416
	Iteration 6Q: 3 clusters Score -547977.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -548056.437500 Penalty: 2793.701416
	Iteration 7Q: 3 clusters Score -548056.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -548117.062500 Penalty: 2793.701416
	Iteration 8Q: 3 clusters Score -548117.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -548171.437500 Penalty: 2793.701416
	Iteration 9Q: 3 clusters Score -548171.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -548216.625000 Penalty: 2793.701416
	Iteration 10Q: 3 clusters Score -548216.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -548260.875000 Penalty: 2793.701416
	Iteration 11Q: 3 clusters Score -548260.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -548293.937500 Penalty: 2793.701416
	Iteration 12Q: 3 clusters Score -548293.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -548323.375000 Penalty: 2793.701416
	Iteration 13Q: 3 clusters Score -548323.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -548348.687500 Penalty: 2793.701416
	Iteration 14Q: 3 clusters Score -548348.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -548380.125000 Penalty: 2793.701416
	Iteration 15Q: 3 clusters Score -548380.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -548420.500000 Penalty: 2793.701416
	Iteration 16Q: 3 clusters Score -548420.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -548461.312500 Penalty: 2793.701416
	Iteration 17Q: 3 clusters Score -548461.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -548496.500000 Penalty: 2793.701416
	Iteration 18Q: 3 clusters Score -548496.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -548534.000000 Penalty: 2793.701416
	Iteration 19Q: 3 clusters Score -548534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -548564.687500 Penalty: 2793.701416
	Iteration 20F: 3 clusters Score -548564.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -548596.500000 Penalty: 2793.701416
	Iteration 21Q: 3 clusters Score -548596.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -548633.437500 Penalty: 2793.701416
	Iteration 22Q: 3 clusters Score -548633.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -548674.937500 Penalty: 2793.701416
	Iteration 23Q: 3 clusters Score -548674.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -548700.437500 Penalty: 2793.701416
	Iteration 24Q: 3 clusters Score -548700.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -548721.500000 Penalty: 2793.701416
	Iteration 25Q: 3 clusters Score -548721.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -548741.875000 Penalty: 2793.701416
	Iteration 26Q: 3 clusters Score -548741.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -548757.062500 Penalty: 2793.701416
	Iteration 27Q: 3 clusters Score -548757.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -548768.812500 Penalty: 2793.701416
	Iteration 28Q: 3 clusters Score -548768.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -548785.875000 Penalty: 2793.701416
	Iteration 29Q: 3 clusters Score -548785.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -548803.937500 Penalty: 2793.701416
	Iteration 30Q: 3 clusters Score -548803.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -548819.062500 Penalty: 2793.701416
	Iteration 31Q: 3 clusters Score -548819.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -548831.312500 Penalty: 2793.701416
	Iteration 32Q: 3 clusters Score -548831.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -548842.750000 Penalty: 2793.701416
	Iteration 33Q: 3 clusters Score -548842.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -548857.750000 Penalty: 2793.701416
	Iteration 34Q: 3 clusters Score -548857.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -548875.812500 Penalty: 2793.701416
	Iteration 35Q: 3 clusters Score -548875.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -548895.875000 Penalty: 2793.701416
	Iteration 36Q: 3 clusters Score -548895.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -548910.625000 Penalty: 2793.701416
	Iteration 37Q: 3 clusters Score -548910.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -548925.687500 Penalty: 2793.701416
	Iteration 38Q: 3 clusters Score -548925.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -548942.187500 Penalty: 2793.701416
	Iteration 39Q: 3 clusters Score -548942.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -548954.500000 Penalty: 2793.701416
	Iteration 40F: 3 clusters Score -548954.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -548970.562500 Penalty: 2793.701416
	Iteration 41Q: 3 clusters Score -548970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -548982.437500 Penalty: 2793.701416
	Iteration 42Q: 3 clusters Score -548982.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -548991.500000 Penalty: 2793.701416
	Iteration 43Q: 3 clusters Score -548991.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -549000.750000 Penalty: 2793.701416
	Iteration 44Q: 3 clusters Score -549000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -549009.187500 Penalty: 2793.701416
	Iteration 45Q: 3 clusters Score -549009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -549017.250000 Penalty: 2793.701416
	Iteration 46Q: 3 clusters Score -549017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -549025.437500 Penalty: 2793.701416
	Iteration 47Q: 3 clusters Score -549025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -549036.312500 Penalty: 2793.701416
	Iteration 48Q: 3 clusters Score -549036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -549042.250000 Penalty: 2793.701416
	Iteration 49Q: 3 clusters Score -549042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -549052.312500 Penalty: 2793.701416
	Iteration 50Q: 3 clusters Score -549052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -549056.000000 Penalty: 2793.701416
	Iteration 51Q: 3 clusters Score -549056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -549057.562500 Penalty: 2793.701416
	Iteration 52Q: 3 clusters Score -549057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -549060.187500 Penalty: 2793.701416
	Iteration 53Q: 3 clusters Score -549060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -549063.625000 Penalty: 2793.701416
	Iteration 54Q: 3 clusters Score -549063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -549066.625000 Penalty: 2793.701416
	Iteration 55Q: 3 clusters Score -549066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -549067.625000 Penalty: 2793.701416
	Iteration 56Q: 3 clusters Score -549067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -549069.937500 Penalty: 2793.701416
	Iteration 57Q: 3 clusters Score -549069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -549074.375000 Penalty: 2793.701416
	Iteration 58Q: 3 clusters Score -549074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -549080.875000 Penalty: 2793.701416
	Iteration 59Q: 3 clusters Score -549080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -549084.375000 Penalty: 2793.701416
	Iteration 60F: 3 clusters Score -549084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -549085.625000 Penalty: 2793.701416
	Iteration 61Q: 3 clusters Score -549085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -549086.812500 Penalty: 2793.701416
	Iteration 62Q: 3 clusters Score -549086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -549086.812500 Penalty: 2793.701416
	Iteration 63F: 3 clusters Score -549086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Entering Unmasked Estep 
Score: -777091.625000 Penalty: 1469.177612
	Iteration 0F: 2 clusters Score -777091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -770914.750000 Penalty: 2938.355225
	Iteration 0F: 3 clusters Score -770914.8 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -773001.125000 Penalty: 2938.355225
	Iteration 1F: 3 clusters Score -773001.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -773328.125000 Penalty: 2938.355225
	Iteration 2F: 3 clusters Score -773328.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -773585.875000 Penalty: 2938.355225
	Iteration 3F: 3 clusters Score -773585.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -773788.937500 Penalty: 2938.355225
	Iteration 4Q: 3 clusters Score -773788.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -773989.125000 Penalty: 2938.355225
	Iteration 5Q: 3 clusters Score -773989.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -774198.000000 Penalty: 2938.355225
	Iteration 6Q: 3 clusters Score -774198 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -774426.187500 Penalty: 2938.355225
	Iteration 7Q: 3 clusters Score -774426.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -774661.375000 Penalty: 2938.355225
	Iteration 8Q: 3 clusters Score -774661.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -774934.375000 Penalty: 2938.355225
	Iteration 9Q: 3 clusters Score -774934.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -775161.812500 Penalty: 2938.355225
	Iteration 10Q: 3 clusters Score -775161.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -775350.250000 Penalty: 2938.355225
	Iteration 11Q: 3 clusters Score -775350.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -775487.937500 Penalty: 2938.355225
	Iteration 12Q: 3 clusters Score -775487.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -775583.562500 Penalty: 2938.355225
	Iteration 13Q: 3 clusters Score -775583.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -775632.000000 Penalty: 2938.355225
	Iteration 14Q: 3 clusters Score -775632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -775659.250000 Penalty: 2938.355225
	Iteration 15Q: 3 clusters Score -775659.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -775673.562500 Penalty: 2938.355225
	Iteration 16Q: 3 clusters Score -775673.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775678.687500 Penalty: 2938.355225
	Iteration 17Q: 3 clusters Score -775678.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775683.250000 Penalty: 2938.355225
	Iteration 18Q: 3 clusters Score -775683.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -775686.562500 Penalty: 2938.355225
	Iteration 19Q: 3 clusters Score -775686.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775688.625000 Penalty: 2938.355225
	Iteration 20F: 3 clusters Score -775688.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -775693.875000 Penalty: 2938.355225
	Iteration 21Q: 3 clusters Score -775693.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -775693.500000 Penalty: 2938.355225
	Iteration 22Q: 3 clusters Score -775693.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -775696.625000 Penalty: 2938.355225
	Iteration 23Q: 3 clusters Score -775696.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -775700.125000 Penalty: 2938.355225
	Iteration 24Q: 3 clusters Score -775700.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -775704.937500 Penalty: 2938.355225
	Iteration 25Q: 3 clusters Score -775704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -775705.937500 Penalty: 2938.355225
	Iteration 26Q: 3 clusters Score -775705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -775706.812500 Penalty: 2938.355225
	Iteration 27Q: 3 clusters Score -775706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -775706.312500 Penalty: 2938.355225
	Iteration 28Q: 3 clusters Score -775706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -775707.000000 Penalty: 2938.355225
	Iteration 29Q: 3 clusters Score -775707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -775707.437500 Penalty: 2938.355225
	Iteration 30Q: 3 clusters Score -775707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -775708.250000 Penalty: 2938.355225
	Iteration 31Q: 3 clusters Score -775708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -775709.562500 Penalty: 2938.355225
	Iteration 32Q: 3 clusters Score -775709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -775708.562500 Penalty: 2938.355225
	Iteration 33Q: 3 clusters Score -775708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775708.437500 Penalty: 2938.355225
	Iteration 34Q: 3 clusters Score -775708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775708.375000 Penalty: 2938.355225
	Iteration 35Q: 3 clusters Score -775708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -775708.062500 Penalty: 2938.355225
	Iteration 36Q: 3 clusters Score -775708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -775707.437500 Penalty: 2938.355225
	Iteration 37Q: 3 clusters Score -775707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -775707.812500 Penalty: 2938.355225
	Iteration 38Q: 3 clusters Score -775707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -775707.812500 Penalty: 2938.355225
	Iteration 39F: 3 clusters Score -775707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -261045.828125 Penalty: 1284.694214
	Iteration 0F: 2 clusters Score -261045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258520.859375 Penalty: 2569.388428
	Iteration 0F: 3 clusters Score -258520.9 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -259109.046875 Penalty: 2569.388428
	Iteration 1F: 3 clusters Score -259109 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -259276.500000 Penalty: 2569.388428
	Iteration 2F: 3 clusters Score -259276.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -259378.062500 Penalty: 2569.388428
	Iteration 3Q: 3 clusters Score -259378.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -259457.062500 Penalty: 2569.388428
	Iteration 4Q: 3 clusters Score -259457.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -259534.640625 Penalty: 2569.388428
	Iteration 5Q: 3 clusters Score -259534.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -259597.031250 Penalty: 2569.388428
	Iteration 6Q: 3 clusters Score -259597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -259648.453125 Penalty: 2569.388428
	Iteration 7Q: 3 clusters Score -259648.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -259703.593750 Penalty: 2569.388428
	Iteration 8Q: 3 clusters Score -259703.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -259752.265625 Penalty: 2569.388428
	Iteration 9Q: 3 clusters Score -259752.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259798.484375 Penalty: 2569.388428
	Iteration 10Q: 3 clusters Score -259798.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -259848.343750 Penalty: 2569.388428
	Iteration 11Q: 3 clusters Score -259848.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -259887.531250 Penalty: 2569.388428
	Iteration 12Q: 3 clusters Score -259887.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -259918.484375 Penalty: 2569.388428
	Iteration 13Q: 3 clusters Score -259918.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -259951.250000 Penalty: 2569.388428
	Iteration 14Q: 3 clusters Score -259951.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -259979.968750 Penalty: 2569.388428
	Iteration 15Q: 3 clusters Score -259980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -260005.328125 Penalty: 2569.388428
	Iteration 16Q: 3 clusters Score -260005.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -260023.796875 Penalty: 2569.388428
	Iteration 17Q: 3 clusters Score -260023.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -260034.734375 Penalty: 2569.388428
	Iteration 18Q: 3 clusters Score -260034.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -260050.515625 Penalty: 2569.388428
	Iteration 19Q: 3 clusters Score -260050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -260063.328125 Penalty: 2569.388428
	Iteration 20F: 3 clusters Score -260063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -260072.937500 Penalty: 2569.388428
	Iteration 21Q: 3 clusters Score -260072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -260079.406250 Penalty: 2569.388428
	Iteration 22Q: 3 clusters Score -260079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -260085.859375 Penalty: 2569.388428
	Iteration 23Q: 3 clusters Score -260085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -260093.312500 Penalty: 2569.388428
	Iteration 24Q: 3 clusters Score -260093.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -260097.093750 Penalty: 2569.388428
	Iteration 25Q: 3 clusters Score -260097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -260102.390625 Penalty: 2569.388428
	Iteration 26Q: 3 clusters Score -260102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -260107.906250 Penalty: 2569.388428
	Iteration 27Q: 3 clusters Score -260107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -260110.562500 Penalty: 2569.388428
	Iteration 28Q: 3 clusters Score -260110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -260114.859375 Penalty: 2569.388428
	Iteration 29Q: 3 clusters Score -260114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -260118.578125 Penalty: 2569.388428
	Iteration 30Q: 3 clusters Score -260118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -260120.843750 Penalty: 2569.388428
	Iteration 31Q: 3 clusters Score -260120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -260122.734375 Penalty: 2569.388428
	Iteration 32Q: 3 clusters Score -260122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -260124.718750 Penalty: 2569.388428
	Iteration 33Q: 3 clusters Score -260124.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -260126.468750 Penalty: 2569.388428
	Iteration 34Q: 3 clusters Score -260126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -260128.203125 Penalty: 2569.388428
	Iteration 35Q: 3 clusters Score -260128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -260132.250000 Penalty: 2569.388428
	Iteration 36Q: 3 clusters Score -260132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -260135.265625 Penalty: 2569.388428
	Iteration 37Q: 3 clusters Score -260135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -260136.671875 Penalty: 2569.388428
	Iteration 38Q: 3 clusters Score -260136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -260139.281250 Penalty: 2569.388428
	Iteration 39Q: 3 clusters Score -260139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -260140.328125 Penalty: 2569.388428
	Iteration 40F: 3 clusters Score -260140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -260140.375000 Penalty: 2569.388428
	Iteration 41Q: 3 clusters Score -260140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -260140.984375 Penalty: 2569.388428
	Iteration 42Q: 3 clusters Score -260141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -260141.703125 Penalty: 2569.388428
	Iteration 43Q: 3 clusters Score -260141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -260141.703125 Penalty: 2569.388428
	Iteration 44F: 3 clusters Score -260141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Entering Unmasked Estep 
Score: -815220.062500 Penalty: 1459.277954
	Iteration 0F: 2 clusters Score -815220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -809366.437500 Penalty: 2918.555908
	Iteration 0F: 3 clusters Score -809366.4 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -811212.562500 Penalty: 2918.555908
	Iteration 1F: 3 clusters Score -811212.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -811409.437500 Penalty: 2918.555908
	Iteration 2F: 3 clusters Score -811409.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -811556.812500 Penalty: 2918.555908
	Iteration 3Q: 3 clusters Score -811556.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -811688.250000 Penalty: 2918.555908
	Iteration 4Q: 3 clusters Score -811688.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -811821.937500 Penalty: 2918.555908
	Iteration 5Q: 3 clusters Score -811821.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -811971.500000 Penalty: 2918.555908
	Iteration 6Q: 3 clusters Score -811971.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -812153.000000 Penalty: 2918.555908
	Iteration 7Q: 3 clusters Score -812153 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -812407.812500 Penalty: 2918.555908
	Iteration 8Q: 3 clusters Score -812407.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -812725.000000 Penalty: 2918.555908
	Iteration 9F: 3 clusters Score -812725 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -813045.937500 Penalty: 2918.555908
	Iteration 10Q: 3 clusters Score -813045.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -813359.000000 Penalty: 2918.555908
	Iteration 11Q: 3 clusters Score -813359 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -813600.562500 Penalty: 2918.555908
	Iteration 12Q: 3 clusters Score -813600.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -813755.750000 Penalty: 2918.555908
	Iteration 13Q: 3 clusters Score -813755.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -813850.750000 Penalty: 2918.555908
	Iteration 14Q: 3 clusters Score -813850.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -813909.500000 Penalty: 2918.555908
	Iteration 15Q: 3 clusters Score -813909.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -813941.812500 Penalty: 2918.555908
	Iteration 16Q: 3 clusters Score -813941.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -813975.500000 Penalty: 2918.555908
	Iteration 17Q: 3 clusters Score -813975.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -813997.375000 Penalty: 2918.555908
	Iteration 18Q: 3 clusters Score -813997.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -814016.937500 Penalty: 2918.555908
	Iteration 19Q: 3 clusters Score -814016.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -814032.562500 Penalty: 2918.555908
	Iteration 20F: 3 clusters Score -814032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -814043.500000 Penalty: 2918.555908
	Iteration 21Q: 3 clusters Score -814043.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -814053.750000 Penalty: 2918.555908
	Iteration 22Q: 3 clusters Score -814053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -814055.750000 Penalty: 2918.555908
	Iteration 23Q: 3 clusters Score -814055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -814057.625000 Penalty: 2918.555908
	Iteration 24Q: 3 clusters Score -814057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -814059.250000 Penalty: 2918.555908
	Iteration 25Q: 3 clusters Score -814059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -814063.125000 Penalty: 2918.555908
	Iteration 26Q: 3 clusters Score -814063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -814063.312500 Penalty: 2918.555908
	Iteration 27Q: 3 clusters Score -814063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -814063.312500 Penalty: 2918.555908
	Iteration 28F: 3 clusters Score -814063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -541087.000000 Penalty: 1390.292114
	Iteration 0F: 2 clusters Score -541087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -537002.750000 Penalty: 2780.584229
	Iteration 0F: 3 clusters Score -537002.8 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -538141.062500 Penalty: 2780.584229
	Iteration 1F: 3 clusters Score -538141.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -538290.000000 Penalty: 2780.584229
	Iteration 2F: 3 clusters Score -538290 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -538381.312500 Penalty: 2780.584229
	Iteration 3Q: 3 clusters Score -538381.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -538449.812500 Penalty: 2780.584229
	Iteration 4Q: 3 clusters Score -538449.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -538512.187500 Penalty: 2780.584229
	Iteration 5Q: 3 clusters Score -538512.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -538582.437500 Penalty: 2780.584229
	Iteration 6Q: 3 clusters Score -538582.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -538673.562500 Penalty: 2780.584229
	Iteration 7Q: 3 clusters Score -538673.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -538751.562500 Penalty: 2780.584229
	Iteration 8Q: 3 clusters Score -538751.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -538828.437500 Penalty: 2780.584229
	Iteration 9Q: 3 clusters Score -538828.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -538917.875000 Penalty: 2780.584229
	Iteration 10Q: 3 clusters Score -538917.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -539036.437500 Penalty: 2780.584229
	Iteration 11Q: 3 clusters Score -539036.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -539169.812500 Penalty: 2780.584229
	Iteration 12Q: 3 clusters Score -539169.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -539297.687500 Penalty: 2780.584229
	Iteration 13Q: 3 clusters Score -539297.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -539424.437500 Penalty: 2780.584229
	Iteration 14Q: 3 clusters Score -539424.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -539542.750000 Penalty: 2780.584229
	Iteration 15Q: 3 clusters Score -539542.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -539625.437500 Penalty: 2780.584229
	Iteration 16Q: 3 clusters Score -539625.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -539696.437500 Penalty: 2780.584229
	Iteration 17Q: 3 clusters Score -539696.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -539750.687500 Penalty: 2780.584229
	Iteration 18Q: 3 clusters Score -539750.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -539776.562500 Penalty: 2780.584229
	Iteration 19Q: 3 clusters Score -539776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -539804.312500 Penalty: 2780.584229
	Iteration 20F: 3 clusters Score -539804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -539825.250000 Penalty: 2780.584229
	Iteration 21Q: 3 clusters Score -539825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -539836.000000 Penalty: 2780.584229
	Iteration 22Q: 3 clusters Score -539836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -539846.437500 Penalty: 2780.584229
	Iteration 23Q: 3 clusters Score -539846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -539851.937500 Penalty: 2780.584229
	Iteration 24Q: 3 clusters Score -539851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -539858.125000 Penalty: 2780.584229
	Iteration 25Q: 3 clusters Score -539858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -539862.250000 Penalty: 2780.584229
	Iteration 26Q: 3 clusters Score -539862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -539866.687500 Penalty: 2780.584229
	Iteration 27Q: 3 clusters Score -539866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -539870.875000 Penalty: 2780.584229
	Iteration 28Q: 3 clusters Score -539870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -539876.125000 Penalty: 2780.584229
	Iteration 29Q: 3 clusters Score -539876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -539881.000000 Penalty: 2780.584229
	Iteration 30Q: 3 clusters Score -539881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -539884.187500 Penalty: 2780.584229
	Iteration 31Q: 3 clusters Score -539884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -539888.750000 Penalty: 2780.584229
	Iteration 32Q: 3 clusters Score -539888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -539888.750000 Penalty: 2780.584229
	Iteration 33F: 3 clusters Score -539888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -427911.031250 Penalty: 1364.668335
	Iteration 0F: 2 clusters Score -427911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -424258.125000 Penalty: 2729.336670
	Iteration 0F: 3 clusters Score -424258.1 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -425276.156250 Penalty: 2729.336670
	Iteration 1F: 3 clusters Score -425276.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -425644.718750 Penalty: 2729.336670
	Iteration 2F: 3 clusters Score -425644.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -426146.468750 Penalty: 2729.336670
	Iteration 3F: 3 clusters Score -426146.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -426830.843750 Penalty: 2729.336670
	Iteration 4F: 3 clusters Score -426830.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -427463.468750 Penalty: 2729.336670
	Iteration 5F: 3 clusters Score -427463.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -427784.875000 Penalty: 2729.336670
	Iteration 6F: 3 clusters Score -427784.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -427978.937500 Penalty: 2729.336670
	Iteration 7Q: 3 clusters Score -427978.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -428100.500000 Penalty: 2729.336670
	Iteration 8Q: 3 clusters Score -428100.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -428166.593750 Penalty: 2729.336670
	Iteration 9Q: 3 clusters Score -428166.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -428219.250000 Penalty: 2729.336670
	Iteration 10Q: 3 clusters Score -428219.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -428272.593750 Penalty: 2729.336670
	Iteration 11Q: 3 clusters Score -428272.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -428322.250000 Penalty: 2729.336670
	Iteration 12Q: 3 clusters Score -428322.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -428405.062500 Penalty: 2729.336670
	Iteration 13Q: 3 clusters Score -428405.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -428481.937500 Penalty: 2729.336670
	Iteration 14Q: 3 clusters Score -428481.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -428531.781250 Penalty: 2729.336670
	Iteration 15Q: 3 clusters Score -428531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -428554.500000 Penalty: 2729.336670
	Iteration 16Q: 3 clusters Score -428554.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -428574.187500 Penalty: 2729.336670
	Iteration 17Q: 3 clusters Score -428574.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -428579.656250 Penalty: 2729.336670
	Iteration 18Q: 3 clusters Score -428579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -428581.656250 Penalty: 2729.336670
	Iteration 19Q: 3 clusters Score -428581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -428584.000000 Penalty: 2729.336670
	Iteration 20F: 3 clusters Score -428584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -428585.593750 Penalty: 2729.336670
	Iteration 21Q: 3 clusters Score -428585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -428586.750000 Penalty: 2729.336670
	Iteration 22Q: 3 clusters Score -428586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -428587.562500 Penalty: 2729.336670
	Iteration 23Q: 3 clusters Score -428587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -428587.625000 Penalty: 2729.336670
	Iteration 24Q: 3 clusters Score -428587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -428587.625000 Penalty: 2729.336670
	Iteration 25F: 3 clusters Score -428587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 1067 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 20393 members 
Mstep: Class 38 contains 4023 members 
Mstep: Class 39 contains 3371 members 
Entering Unmasked Estep 
Score: -54944160.000000 Penalty: 83849.054688
Splitting cluster 29 changes total score from -54944004.000000 to -54944160.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 30 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -284614.250000 Penalty: 1298.303589
	Iteration 0F: 2 clusters Score -284614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -281939.406250 Penalty: 2596.607178
	Iteration 0F: 3 clusters Score -281939.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -282566.687500 Penalty: 2596.607178
	Iteration 1F: 3 clusters Score -282566.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -282718.968750 Penalty: 2596.607178
	Iteration 2F: 3 clusters Score -282719 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282818.531250 Penalty: 2596.607178
	Iteration 3F: 3 clusters Score -282818.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -282873.250000 Penalty: 2596.607178
	Iteration 4Q: 3 clusters Score -282873.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -282915.875000 Penalty: 2596.607178
	Iteration 5Q: 3 clusters Score -282915.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -282968.281250 Penalty: 2596.607178
	Iteration 6Q: 3 clusters Score -282968.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -283030.968750 Penalty: 2596.607178
	Iteration 7Q: 3 clusters Score -283031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -283088.375000 Penalty: 2596.607178
	Iteration 8Q: 3 clusters Score -283088.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -283127.000000 Penalty: 2596.607178
	Iteration 9Q: 3 clusters Score -283127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -283154.875000 Penalty: 2596.607178
	Iteration 10Q: 3 clusters Score -283154.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -283178.875000 Penalty: 2596.607178
	Iteration 11Q: 3 clusters Score -283178.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -283212.437500 Penalty: 2596.607178
	Iteration 12Q: 3 clusters Score -283212.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -283242.875000 Penalty: 2596.607178
	Iteration 13Q: 3 clusters Score -283242.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -283273.500000 Penalty: 2596.607178
	Iteration 14Q: 3 clusters Score -283273.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -283298.218750 Penalty: 2596.607178
	Iteration 15Q: 3 clusters Score -283298.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -283335.125000 Penalty: 2596.607178
	Iteration 16Q: 3 clusters Score -283335.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -283367.968750 Penalty: 2596.607178
	Iteration 17Q: 3 clusters Score -283368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -283385.843750 Penalty: 2596.607178
	Iteration 18Q: 3 clusters Score -283385.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -283403.312500 Penalty: 2596.607178
	Iteration 19Q: 3 clusters Score -283403.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -283427.187500 Penalty: 2596.607178
	Iteration 20F: 3 clusters Score -283427.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -283458.781250 Penalty: 2596.607178
	Iteration 21Q: 3 clusters Score -283458.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -283489.062500 Penalty: 2596.607178
	Iteration 22Q: 3 clusters Score -283489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -283519.687500 Penalty: 2596.607178
	Iteration 23Q: 3 clusters Score -283519.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -283541.625000 Penalty: 2596.607178
	Iteration 24Q: 3 clusters Score -283541.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -283563.500000 Penalty: 2596.607178
	Iteration 25Q: 3 clusters Score -283563.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -283581.250000 Penalty: 2596.607178
	Iteration 26Q: 3 clusters Score -283581.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -283597.750000 Penalty: 2596.607178
	Iteration 27Q: 3 clusters Score -283597.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -283622.031250 Penalty: 2596.607178
	Iteration 28Q: 3 clusters Score -283622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -283648.125000 Penalty: 2596.607178
	Iteration 29Q: 3 clusters Score -283648.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -283675.750000 Penalty: 2596.607178
	Iteration 30Q: 3 clusters Score -283675.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -283698.750000 Penalty: 2596.607178
	Iteration 31Q: 3 clusters Score -283698.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -283714.156250 Penalty: 2596.607178
	Iteration 32Q: 3 clusters Score -283714.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -283726.625000 Penalty: 2596.607178
	Iteration 33Q: 3 clusters Score -283726.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -283740.093750 Penalty: 2596.607178
	Iteration 34Q: 3 clusters Score -283740.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -283757.718750 Penalty: 2596.607178
	Iteration 35Q: 3 clusters Score -283757.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -283773.812500 Penalty: 2596.607178
	Iteration 36Q: 3 clusters Score -283773.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -283786.812500 Penalty: 2596.607178
	Iteration 37Q: 3 clusters Score -283786.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -283800.625000 Penalty: 2596.607178
	Iteration 38Q: 3 clusters Score -283800.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -283813.343750 Penalty: 2596.607178
	Iteration 39Q: 3 clusters Score -283813.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -283825.468750 Penalty: 2596.607178
	Iteration 40F: 3 clusters Score -283825.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -283834.093750 Penalty: 2596.607178
	Iteration 41Q: 3 clusters Score -283834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -283839.593750 Penalty: 2596.607178
	Iteration 42Q: 3 clusters Score -283839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -283844.843750 Penalty: 2596.607178
	Iteration 43Q: 3 clusters Score -283844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -283848.687500 Penalty: 2596.607178
	Iteration 44Q: 3 clusters Score -283848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -283851.406250 Penalty: 2596.607178
	Iteration 45Q: 3 clusters Score -283851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -283852.281250 Penalty: 2596.607178
	Iteration 46Q: 3 clusters Score -283852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -283853.375000 Penalty: 2596.607178
	Iteration 47Q: 3 clusters Score -283853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -283854.562500 Penalty: 2596.607178
	Iteration 48Q: 3 clusters Score -283854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -283854.406250 Penalty: 2596.607178
	Iteration 49Q: 3 clusters Score -283854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -283855.031250 Penalty: 2596.607178
	Iteration 50Q: 3 clusters Score -283855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -283855.125000 Penalty: 2596.607178
	Iteration 51Q: 3 clusters Score -283855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -283855.125000 Penalty: 2596.607178
	Iteration 52F: 3 clusters Score -283855.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Entering Unmasked Estep 
Score: -10673470.000000 Penalty: 1876.920288
	Iteration 0F: 2 clusters Score -1.067347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -10604752.000000 Penalty: 3753.840576
	Iteration 0F: 3 clusters Score -1.060475e+07 nChanged 49891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -10633946.000000 Penalty: 3753.840576
	Iteration 1F: 3 clusters Score -1.063395e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -10634950.000000 Penalty: 3753.840576
	Iteration 2Q: 3 clusters Score -1.063495e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -10636279.000000 Penalty: 3753.840576
	Iteration 3Q: 3 clusters Score -1.063628e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -10638307.000000 Penalty: 3753.840576
	Iteration 4Q: 3 clusters Score -1.063831e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -10641742.000000 Penalty: 3753.840576
	Iteration 5F: 3 clusters Score -1.064174e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -10646934.000000 Penalty: 3753.840576
	Iteration 6F: 3 clusters Score -1.064693e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -10653191.000000 Penalty: 3753.840576
	Iteration 7F: 3 clusters Score -1.065319e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -10659193.000000 Penalty: 3753.840576
	Iteration 8F: 3 clusters Score -1.065919e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -10663995.000000 Penalty: 3753.840576
	Iteration 9Q: 3 clusters Score -1.0664e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -10666860.000000 Penalty: 3753.840576
	Iteration 10Q: 3 clusters Score -1.066686e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -10668691.000000 Penalty: 3753.840576
	Iteration 11Q: 3 clusters Score -1.066869e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10669978.000000 Penalty: 3753.840576
	Iteration 12Q: 3 clusters Score -1.066998e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -10670898.000000 Penalty: 3753.840576
	Iteration 13Q: 3 clusters Score -1.06709e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -10671508.000000 Penalty: 3753.840576
	Iteration 14Q: 3 clusters Score -1.067151e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -10671865.000000 Penalty: 3753.840576
	Iteration 15Q: 3 clusters Score -1.067186e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -10672066.000000 Penalty: 3753.840576
	Iteration 16Q: 3 clusters Score -1.067207e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -10672205.000000 Penalty: 3753.840576
	Iteration 17Q: 3 clusters Score -1.06722e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -10672334.000000 Penalty: 3753.840576
	Iteration 18Q: 3 clusters Score -1.067233e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -10672355.000000 Penalty: 3753.840576
	Iteration 19Q: 3 clusters Score -1.067236e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -10672367.000000 Penalty: 3753.840576
	Iteration 20F: 3 clusters Score -1.067237e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -10672373.000000 Penalty: 3753.840576
	Iteration 21Q: 3 clusters Score -1.067237e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -10672406.000000 Penalty: 3753.840576
	Iteration 22Q: 3 clusters Score -1.067241e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -10672423.000000 Penalty: 3753.840576
	Iteration 23Q: 3 clusters Score -1.067242e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -10672400.000000 Penalty: 3753.840576
	Iteration 24Q: 3 clusters Score -1.06724e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -10672417.000000 Penalty: 3753.840576
	Iteration 25Q: 3 clusters Score -1.067242e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -10672416.000000 Penalty: 3753.840576
	Iteration 26Q: 3 clusters Score -1.067242e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -10672431.000000 Penalty: 3753.840576
	Iteration 27Q: 3 clusters Score -1.067243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -10672440.000000 Penalty: 3753.840576
	Iteration 28Q: 3 clusters Score -1.067244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -10672453.000000 Penalty: 3753.840576
	Iteration 29Q: 3 clusters Score -1.067245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -10672460.000000 Penalty: 3753.840576
	Iteration 30Q: 3 clusters Score -1.067246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -10672460.000000 Penalty: 3753.840576
	Iteration 31Q: 3 clusters Score -1.067246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 84768 members 
Entering Unmasked Estep 
Score: -10672448.000000 Penalty: 3753.840576
	Iteration 32Q: 3 clusters Score -1.067245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -10672460.000000 Penalty: 3753.840576
	Iteration 33Q: 3 clusters Score -1.067246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -10672462.000000 Penalty: 3753.840576
	Iteration 34Q: 3 clusters Score -1.067246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -10672462.000000 Penalty: 3753.840576
	Iteration 35Q: 3 clusters Score -1.067246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -10672464.000000 Penalty: 3753.840576
	Iteration 36Q: 3 clusters Score -1.067246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -10672473.000000 Penalty: 3753.840576
	Iteration 37Q: 3 clusters Score -1.067247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -10672465.000000 Penalty: 3753.840576
	Iteration 38Q: 3 clusters Score -1.067246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -10672461.000000 Penalty: 3753.840576
	Iteration 39Q: 3 clusters Score -1.067246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -10672451.000000 Penalty: 3753.840576
	Iteration 40F: 3 clusters Score -1.067245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -10672456.000000 Penalty: 3753.840576
	Iteration 41Q: 3 clusters Score -1.067246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -10672463.000000 Penalty: 3753.840576
	Iteration 42Q: 3 clusters Score -1.067246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -10672460.000000 Penalty: 3753.840576
	Iteration 43Q: 3 clusters Score -1.067246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -10672466.000000 Penalty: 3753.840576
	Iteration 44Q: 3 clusters Score -1.067247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -10672464.000000 Penalty: 3753.840576
	Iteration 45Q: 3 clusters Score -1.067246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -10672462.000000 Penalty: 3753.840576
	Iteration 46Q: 3 clusters Score -1.067246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -10672463.000000 Penalty: 3753.840576
	Iteration 47Q: 3 clusters Score -1.067246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -10672468.000000 Penalty: 3753.840576
	Iteration 48Q: 3 clusters Score -1.067247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -10672478.000000 Penalty: 3753.840576
	Iteration 49Q: 3 clusters Score -1.067248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -10672474.000000 Penalty: 3753.840576
	Iteration 50Q: 3 clusters Score -1.067247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -10672474.000000 Penalty: 3753.840576
	Iteration 51F: 3 clusters Score -1.067247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Entering Unmasked Estep 
Score: -444314.500000 Penalty: 1367.787109
	Iteration 0F: 2 clusters Score -444314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -440639.937500 Penalty: 2735.574219
	Iteration 0F: 3 clusters Score -440639.9 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -441677.062500 Penalty: 2735.574219
	Iteration 1F: 3 clusters Score -441677.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -441913.375000 Penalty: 2735.574219
	Iteration 2F: 3 clusters Score -441913.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -442140.125000 Penalty: 2735.574219
	Iteration 3F: 3 clusters Score -442140.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -442361.781250 Penalty: 2735.574219
	Iteration 4F: 3 clusters Score -442361.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -442571.593750 Penalty: 2735.574219
	Iteration 5F: 3 clusters Score -442571.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -442768.343750 Penalty: 2735.574219
	Iteration 6F: 3 clusters Score -442768.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -442918.031250 Penalty: 2735.574219
	Iteration 7Q: 3 clusters Score -442918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -443016.468750 Penalty: 2735.574219
	Iteration 8Q: 3 clusters Score -443016.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -443096.937500 Penalty: 2735.574219
	Iteration 9Q: 3 clusters Score -443096.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -443166.250000 Penalty: 2735.574219
	Iteration 10Q: 3 clusters Score -443166.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -443221.500000 Penalty: 2735.574219
	Iteration 11Q: 3 clusters Score -443221.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -443254.875000 Penalty: 2735.574219
	Iteration 12Q: 3 clusters Score -443254.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -443278.500000 Penalty: 2735.574219
	Iteration 13Q: 3 clusters Score -443278.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -443303.843750 Penalty: 2735.574219
	Iteration 14Q: 3 clusters Score -443303.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -443323.843750 Penalty: 2735.574219
	Iteration 15Q: 3 clusters Score -443323.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -443343.156250 Penalty: 2735.574219
	Iteration 16Q: 3 clusters Score -443343.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -443365.593750 Penalty: 2735.574219
	Iteration 17Q: 3 clusters Score -443365.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -443388.343750 Penalty: 2735.574219
	Iteration 18Q: 3 clusters Score -443388.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -443415.937500 Penalty: 2735.574219
	Iteration 19Q: 3 clusters Score -443415.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -443456.781250 Penalty: 2735.574219
	Iteration 20F: 3 clusters Score -443456.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -443504.781250 Penalty: 2735.574219
	Iteration 21Q: 3 clusters Score -443504.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -443553.968750 Penalty: 2735.574219
	Iteration 22Q: 3 clusters Score -443554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -443602.968750 Penalty: 2735.574219
	Iteration 23Q: 3 clusters Score -443603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -443642.125000 Penalty: 2735.574219
	Iteration 24Q: 3 clusters Score -443642.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -443668.031250 Penalty: 2735.574219
	Iteration 25Q: 3 clusters Score -443668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -443686.187500 Penalty: 2735.574219
	Iteration 26Q: 3 clusters Score -443686.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -443699.125000 Penalty: 2735.574219
	Iteration 27Q: 3 clusters Score -443699.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -443711.906250 Penalty: 2735.574219
	Iteration 28Q: 3 clusters Score -443711.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -443722.968750 Penalty: 2735.574219
	Iteration 29Q: 3 clusters Score -443723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -443729.343750 Penalty: 2735.574219
	Iteration 30Q: 3 clusters Score -443729.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -443731.656250 Penalty: 2735.574219
	Iteration 31Q: 3 clusters Score -443731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -443733.625000 Penalty: 2735.574219
	Iteration 32Q: 3 clusters Score -443733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -443735.093750 Penalty: 2735.574219
	Iteration 33Q: 3 clusters Score -443735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -443736.687500 Penalty: 2735.574219
	Iteration 34Q: 3 clusters Score -443736.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -443737.781250 Penalty: 2735.574219
	Iteration 35Q: 3 clusters Score -443737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -443740.750000 Penalty: 2735.574219
	Iteration 36Q: 3 clusters Score -443740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -443743.656250 Penalty: 2735.574219
	Iteration 37Q: 3 clusters Score -443743.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -443751.562500 Penalty: 2735.574219
	Iteration 38Q: 3 clusters Score -443751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -443756.187500 Penalty: 2735.574219
	Iteration 39Q: 3 clusters Score -443756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -443762.968750 Penalty: 2735.574219
	Iteration 40F: 3 clusters Score -443763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -443769.031250 Penalty: 2735.574219
	Iteration 41Q: 3 clusters Score -443769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -443773.312500 Penalty: 2735.574219
	Iteration 42Q: 3 clusters Score -443773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -443779.750000 Penalty: 2735.574219
	Iteration 43Q: 3 clusters Score -443779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -443784.375000 Penalty: 2735.574219
	Iteration 44Q: 3 clusters Score -443784.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -443788.281250 Penalty: 2735.574219
	Iteration 45Q: 3 clusters Score -443788.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -443790.875000 Penalty: 2735.574219
	Iteration 46Q: 3 clusters Score -443790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -443793.500000 Penalty: 2735.574219
	Iteration 47Q: 3 clusters Score -443793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -443795.437500 Penalty: 2735.574219
	Iteration 48Q: 3 clusters Score -443795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -443796.343750 Penalty: 2735.574219
	Iteration 49Q: 3 clusters Score -443796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -443797.937500 Penalty: 2735.574219
	Iteration 50Q: 3 clusters Score -443797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -443798.312500 Penalty: 2735.574219
	Iteration 51Q: 3 clusters Score -443798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -443800.968750 Penalty: 2735.574219
	Iteration 52Q: 3 clusters Score -443801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -443802.062500 Penalty: 2735.574219
	Iteration 53Q: 3 clusters Score -443802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -443802.843750 Penalty: 2735.574219
	Iteration 54Q: 3 clusters Score -443802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -443803.593750 Penalty: 2735.574219
	Iteration 55Q: 3 clusters Score -443803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -443803.343750 Penalty: 2735.574219
	Iteration 56Q: 3 clusters Score -443803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -443804.312500 Penalty: 2735.574219
	Iteration 57Q: 3 clusters Score -443804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -443805.156250 Penalty: 2735.574219
	Iteration 58Q: 3 clusters Score -443805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -443805.656250 Penalty: 2735.574219
	Iteration 59Q: 3 clusters Score -443805.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -443805.656250 Penalty: 2735.574219
	Iteration 60F: 3 clusters Score -443805.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -369686.656250 Penalty: 1335.596802
	Iteration 0F: 2 clusters Score -369686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -366464.156250 Penalty: 2671.193604
	Iteration 0F: 3 clusters Score -366464.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -367368.062500 Penalty: 2671.193604
	Iteration 1F: 3 clusters Score -367368.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -367624.937500 Penalty: 2671.193604
	Iteration 2F: 3 clusters Score -367624.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -367846.062500 Penalty: 2671.193604
	Iteration 3F: 3 clusters Score -367846.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -368088.000000 Penalty: 2671.193604
	Iteration 4F: 3 clusters Score -368088 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -368290.687500 Penalty: 2671.193604
	Iteration 5F: 3 clusters Score -368290.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -368450.125000 Penalty: 2671.193604
	Iteration 6Q: 3 clusters Score -368450.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -368558.750000 Penalty: 2671.193604
	Iteration 7Q: 3 clusters Score -368558.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -368652.187500 Penalty: 2671.193604
	Iteration 8Q: 3 clusters Score -368652.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -368749.593750 Penalty: 2671.193604
	Iteration 9Q: 3 clusters Score -368749.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -368826.500000 Penalty: 2671.193604
	Iteration 10Q: 3 clusters Score -368826.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -368908.968750 Penalty: 2671.193604
	Iteration 11Q: 3 clusters Score -368909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -368990.343750 Penalty: 2671.193604
	Iteration 12Q: 3 clusters Score -368990.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -369051.750000 Penalty: 2671.193604
	Iteration 13Q: 3 clusters Score -369051.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -369100.656250 Penalty: 2671.193604
	Iteration 14Q: 3 clusters Score -369100.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -369145.812500 Penalty: 2671.193604
	Iteration 15Q: 3 clusters Score -369145.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -369186.281250 Penalty: 2671.193604
	Iteration 16Q: 3 clusters Score -369186.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -369227.562500 Penalty: 2671.193604
	Iteration 17Q: 3 clusters Score -369227.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -369262.562500 Penalty: 2671.193604
	Iteration 18Q: 3 clusters Score -369262.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -369293.000000 Penalty: 2671.193604
	Iteration 19Q: 3 clusters Score -369293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -369336.937500 Penalty: 2671.193604
	Iteration 20F: 3 clusters Score -369336.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -369386.000000 Penalty: 2671.193604
	Iteration 21Q: 3 clusters Score -369386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -369448.718750 Penalty: 2671.193604
	Iteration 22Q: 3 clusters Score -369448.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -369549.468750 Penalty: 2671.193604
	Iteration 23Q: 3 clusters Score -369549.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -369692.093750 Penalty: 2671.193604
	Iteration 24Q: 3 clusters Score -369692.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -369843.406250 Penalty: 2671.193604
	Iteration 25Q: 3 clusters Score -369843.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369939.843750 Penalty: 2671.193604
	Iteration 26Q: 3 clusters Score -369939.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -369973.093750 Penalty: 2671.193604
	Iteration 27Q: 3 clusters Score -369973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -369985.625000 Penalty: 2671.193604
	Iteration 28Q: 3 clusters Score -369985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -369990.218750 Penalty: 2671.193604
	Iteration 29Q: 3 clusters Score -369990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -369995.687500 Penalty: 2671.193604
	Iteration 30Q: 3 clusters Score -369995.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -369999.250000 Penalty: 2671.193604
	Iteration 31Q: 3 clusters Score -369999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -369999.656250 Penalty: 2671.193604
	Iteration 32Q: 3 clusters Score -369999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -370000.593750 Penalty: 2671.193604
	Iteration 33Q: 3 clusters Score -370000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -370001.062500 Penalty: 2671.193604
	Iteration 34Q: 3 clusters Score -370001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -370001.187500 Penalty: 2671.193604
	Iteration 35Q: 3 clusters Score -370001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -370002.125000 Penalty: 2671.193604
	Iteration 36Q: 3 clusters Score -370002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -370002.125000 Penalty: 2671.193604
	Iteration 37F: 3 clusters Score -370002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 1067 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 1728 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 20393 members 
Mstep: Class 38 contains 4023 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 1983 members 
Entering Unmasked Estep 
Score: -54943652.000000 Penalty: 85999.031250
Splitting cluster 33 changes total score from -54944004.000000 to -54943652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -240017.859375 Penalty: 1269.905640
	Iteration 0F: 2 clusters Score -240017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237588.656250 Penalty: 2539.811279
	Iteration 0F: 3 clusters Score -237588.7 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -238220.140625 Penalty: 2539.811279
	Iteration 1F: 3 clusters Score -238220.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238409.390625 Penalty: 2539.811279
	Iteration 2F: 3 clusters Score -238409.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -238548.484375 Penalty: 2539.811279
	Iteration 3F: 3 clusters Score -238548.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -238665.828125 Penalty: 2539.811279
	Iteration 4Q: 3 clusters Score -238665.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -238754.484375 Penalty: 2539.811279
	Iteration 5Q: 3 clusters Score -238754.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238837.890625 Penalty: 2539.811279
	Iteration 6Q: 3 clusters Score -238837.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -238918.890625 Penalty: 2539.811279
	Iteration 7Q: 3 clusters Score -238918.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238975.562500 Penalty: 2539.811279
	Iteration 8Q: 3 clusters Score -238975.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -239021.125000 Penalty: 2539.811279
	Iteration 9Q: 3 clusters Score -239021.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -239056.984375 Penalty: 2539.811279
	Iteration 10Q: 3 clusters Score -239057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -239081.609375 Penalty: 2539.811279
	Iteration 11Q: 3 clusters Score -239081.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -239107.453125 Penalty: 2539.811279
	Iteration 12Q: 3 clusters Score -239107.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -239129.843750 Penalty: 2539.811279
	Iteration 13Q: 3 clusters Score -239129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -239148.109375 Penalty: 2539.811279
	Iteration 14Q: 3 clusters Score -239148.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -239168.906250 Penalty: 2539.811279
	Iteration 15Q: 3 clusters Score -239168.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239184.312500 Penalty: 2539.811279
	Iteration 16Q: 3 clusters Score -239184.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239200.015625 Penalty: 2539.811279
	Iteration 17Q: 3 clusters Score -239200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -239209.281250 Penalty: 2539.811279
	Iteration 18Q: 3 clusters Score -239209.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -239214.953125 Penalty: 2539.811279
	Iteration 19Q: 3 clusters Score -239215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239220.390625 Penalty: 2539.811279
	Iteration 20F: 3 clusters Score -239220.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -239230.140625 Penalty: 2539.811279
	Iteration 21Q: 3 clusters Score -239230.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239239.546875 Penalty: 2539.811279
	Iteration 22Q: 3 clusters Score -239239.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -239245.218750 Penalty: 2539.811279
	Iteration 23Q: 3 clusters Score -239245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -239249.343750 Penalty: 2539.811279
	Iteration 24Q: 3 clusters Score -239249.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -239253.078125 Penalty: 2539.811279
	Iteration 25Q: 3 clusters Score -239253.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -239259.062500 Penalty: 2539.811279
	Iteration 26Q: 3 clusters Score -239259.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239268.328125 Penalty: 2539.811279
	Iteration 27Q: 3 clusters Score -239268.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239276.546875 Penalty: 2539.811279
	Iteration 28Q: 3 clusters Score -239276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -239282.546875 Penalty: 2539.811279
	Iteration 29Q: 3 clusters Score -239282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -239286.890625 Penalty: 2539.811279
	Iteration 30Q: 3 clusters Score -239286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239289.796875 Penalty: 2539.811279
	Iteration 31Q: 3 clusters Score -239289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -239293.078125 Penalty: 2539.811279
	Iteration 32Q: 3 clusters Score -239293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239298.109375 Penalty: 2539.811279
	Iteration 33Q: 3 clusters Score -239298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239305.312500 Penalty: 2539.811279
	Iteration 34Q: 3 clusters Score -239305.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -239312.921875 Penalty: 2539.811279
	Iteration 35Q: 3 clusters Score -239312.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -239319.703125 Penalty: 2539.811279
	Iteration 36Q: 3 clusters Score -239319.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -239327.625000 Penalty: 2539.811279
	Iteration 37Q: 3 clusters Score -239327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -239334.921875 Penalty: 2539.811279
	Iteration 38Q: 3 clusters Score -239334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -239342.328125 Penalty: 2539.811279
	Iteration 39Q: 3 clusters Score -239342.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -239349.250000 Penalty: 2539.811279
	Iteration 40F: 3 clusters Score -239349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -239354.281250 Penalty: 2539.811279
	Iteration 41Q: 3 clusters Score -239354.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -239356.671875 Penalty: 2539.811279
	Iteration 42Q: 3 clusters Score -239356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -239360.343750 Penalty: 2539.811279
	Iteration 43Q: 3 clusters Score -239360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239362.203125 Penalty: 2539.811279
	Iteration 44Q: 3 clusters Score -239362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239364.656250 Penalty: 2539.811279
	Iteration 45Q: 3 clusters Score -239364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239368.828125 Penalty: 2539.811279
	Iteration 46Q: 3 clusters Score -239368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239370.156250 Penalty: 2539.811279
	Iteration 47Q: 3 clusters Score -239370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239370.515625 Penalty: 2539.811279
	Iteration 48Q: 3 clusters Score -239370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239372.781250 Penalty: 2539.811279
	Iteration 49Q: 3 clusters Score -239372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -239374.171875 Penalty: 2539.811279
	Iteration 50Q: 3 clusters Score -239374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -239374.640625 Penalty: 2539.811279
	Iteration 51Q: 3 clusters Score -239374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -239375.671875 Penalty: 2539.811279
	Iteration 52Q: 3 clusters Score -239375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239375.875000 Penalty: 2539.811279
	Iteration 53Q: 3 clusters Score -239375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239377.359375 Penalty: 2539.811279
	Iteration 54Q: 3 clusters Score -239377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239378.109375 Penalty: 2539.811279
	Iteration 55Q: 3 clusters Score -239378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239378.921875 Penalty: 2539.811279
	Iteration 56Q: 3 clusters Score -239378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -239381.171875 Penalty: 2539.811279
	Iteration 57Q: 3 clusters Score -239381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -239382.546875 Penalty: 2539.811279
	Iteration 58Q: 3 clusters Score -239382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -239384.203125 Penalty: 2539.811279
	Iteration 59Q: 3 clusters Score -239384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -239384.421875 Penalty: 2539.811279
	Iteration 60F: 3 clusters Score -239384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239384.421875 Penalty: 2539.811279
	Iteration 61Q: 3 clusters Score -239384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239384.421875 Penalty: 2539.811279
	Iteration 62F: 3 clusters Score -239384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Entering Unmasked Estep 
Score: -356807.000000 Penalty: 1331.696899
	Iteration 0F: 2 clusters Score -356807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -353675.625000 Penalty: 2663.393799
	Iteration 0F: 3 clusters Score -353675.6 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -354551.562500 Penalty: 2663.393799
	Iteration 1F: 3 clusters Score -354551.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -354739.625000 Penalty: 2663.393799
	Iteration 2F: 3 clusters Score -354739.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -354865.656250 Penalty: 2663.393799
	Iteration 3F: 3 clusters Score -354865.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -354945.906250 Penalty: 2663.393799
	Iteration 4Q: 3 clusters Score -354945.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -355001.468750 Penalty: 2663.393799
	Iteration 5Q: 3 clusters Score -355001.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -355056.437500 Penalty: 2663.393799
	Iteration 6Q: 3 clusters Score -355056.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -355102.187500 Penalty: 2663.393799
	Iteration 7Q: 3 clusters Score -355102.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -355159.812500 Penalty: 2663.393799
	Iteration 8Q: 3 clusters Score -355159.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -355220.750000 Penalty: 2663.393799
	Iteration 9Q: 3 clusters Score -355220.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -355302.593750 Penalty: 2663.393799
	Iteration 10Q: 3 clusters Score -355302.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -355406.687500 Penalty: 2663.393799
	Iteration 11Q: 3 clusters Score -355406.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -355524.781250 Penalty: 2663.393799
	Iteration 12Q: 3 clusters Score -355524.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -355653.625000 Penalty: 2663.393799
	Iteration 13Q: 3 clusters Score -355653.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -355787.218750 Penalty: 2663.393799
	Iteration 14Q: 3 clusters Score -355787.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -355896.812500 Penalty: 2663.393799
	Iteration 15Q: 3 clusters Score -355896.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -356005.437500 Penalty: 2663.393799
	Iteration 16Q: 3 clusters Score -356005.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -356125.062500 Penalty: 2663.393799
	Iteration 17Q: 3 clusters Score -356125.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -356254.781250 Penalty: 2663.393799
	Iteration 18Q: 3 clusters Score -356254.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -356368.656250 Penalty: 2663.393799
	Iteration 19Q: 3 clusters Score -356368.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -356473.093750 Penalty: 2663.393799
	Iteration 20F: 3 clusters Score -356473.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -356549.093750 Penalty: 2663.393799
	Iteration 21Q: 3 clusters Score -356549.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -356576.656250 Penalty: 2663.393799
	Iteration 22Q: 3 clusters Score -356576.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -356584.875000 Penalty: 2663.393799
	Iteration 23Q: 3 clusters Score -356584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -356589.593750 Penalty: 2663.393799
	Iteration 24Q: 3 clusters Score -356589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -356593.437500 Penalty: 2663.393799
	Iteration 25Q: 3 clusters Score -356593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -356596.531250 Penalty: 2663.393799
	Iteration 26Q: 3 clusters Score -356596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -356596.687500 Penalty: 2663.393799
	Iteration 27Q: 3 clusters Score -356596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -356597.687500 Penalty: 2663.393799
	Iteration 28Q: 3 clusters Score -356597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -356598.187500 Penalty: 2663.393799
	Iteration 29Q: 3 clusters Score -356598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -356598.562500 Penalty: 2663.393799
	Iteration 30Q: 3 clusters Score -356598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -356598.562500 Penalty: 2663.393799
	Iteration 31F: 3 clusters Score -356598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -478115.093750 Penalty: 1378.859497
	Iteration 0F: 2 clusters Score -478115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -474261.968750 Penalty: 2757.718994
	Iteration 0F: 3 clusters Score -474262 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -475328.250000 Penalty: 2757.718994
	Iteration 1F: 3 clusters Score -475328.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -475542.625000 Penalty: 2757.718994
	Iteration 2F: 3 clusters Score -475542.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -475700.625000 Penalty: 2757.718994
	Iteration 3F: 3 clusters Score -475700.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -475862.812500 Penalty: 2757.718994
	Iteration 4F: 3 clusters Score -475862.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -476044.468750 Penalty: 2757.718994
	Iteration 5F: 3 clusters Score -476044.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -476258.500000 Penalty: 2757.718994
	Iteration 6F: 3 clusters Score -476258.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -476474.375000 Penalty: 2757.718994
	Iteration 7F: 3 clusters Score -476474.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -476651.437500 Penalty: 2757.718994
	Iteration 8Q: 3 clusters Score -476651.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -476782.687500 Penalty: 2757.718994
	Iteration 9Q: 3 clusters Score -476782.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -476882.437500 Penalty: 2757.718994
	Iteration 10Q: 3 clusters Score -476882.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -476954.343750 Penalty: 2757.718994
	Iteration 11Q: 3 clusters Score -476954.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -477004.968750 Penalty: 2757.718994
	Iteration 12Q: 3 clusters Score -477005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -477037.687500 Penalty: 2757.718994
	Iteration 13Q: 3 clusters Score -477037.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -477056.312500 Penalty: 2757.718994
	Iteration 14Q: 3 clusters Score -477056.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -477067.125000 Penalty: 2757.718994
	Iteration 15Q: 3 clusters Score -477067.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -477072.937500 Penalty: 2757.718994
	Iteration 16Q: 3 clusters Score -477072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -477074.593750 Penalty: 2757.718994
	Iteration 17Q: 3 clusters Score -477074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -477077.875000 Penalty: 2757.718994
	Iteration 18Q: 3 clusters Score -477077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -477079.781250 Penalty: 2757.718994
	Iteration 19Q: 3 clusters Score -477079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -477081.406250 Penalty: 2757.718994
	Iteration 20F: 3 clusters Score -477081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -477084.906250 Penalty: 2757.718994
	Iteration 21Q: 3 clusters Score -477084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -477089.343750 Penalty: 2757.718994
	Iteration 22Q: 3 clusters Score -477089.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -477091.375000 Penalty: 2757.718994
	Iteration 23Q: 3 clusters Score -477091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -477092.968750 Penalty: 2757.718994
	Iteration 24Q: 3 clusters Score -477093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -477095.593750 Penalty: 2757.718994
	Iteration 25Q: 3 clusters Score -477095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -477097.343750 Penalty: 2757.718994
	Iteration 26Q: 3 clusters Score -477097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -477098.281250 Penalty: 2757.718994
	Iteration 27Q: 3 clusters Score -477098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -477099.187500 Penalty: 2757.718994
	Iteration 28Q: 3 clusters Score -477099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -477099.343750 Penalty: 2757.718994
	Iteration 29Q: 3 clusters Score -477099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -477099.906250 Penalty: 2757.718994
	Iteration 30Q: 3 clusters Score -477099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -477101.843750 Penalty: 2757.718994
	Iteration 31Q: 3 clusters Score -477101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -477103.281250 Penalty: 2757.718994
	Iteration 32Q: 3 clusters Score -477103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -477104.031250 Penalty: 2757.718994
	Iteration 33Q: 3 clusters Score -477104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -477104.187500 Penalty: 2757.718994
	Iteration 34Q: 3 clusters Score -477104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -477105.406250 Penalty: 2757.718994
	Iteration 35Q: 3 clusters Score -477105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -477105.843750 Penalty: 2757.718994
	Iteration 36Q: 3 clusters Score -477105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -477106.562500 Penalty: 2757.718994
	Iteration 37Q: 3 clusters Score -477106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -477107.093750 Penalty: 2757.718994
	Iteration 38Q: 3 clusters Score -477107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -477107.281250 Penalty: 2757.718994
	Iteration 39Q: 3 clusters Score -477107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -477107.562500 Penalty: 2757.718994
	Iteration 40F: 3 clusters Score -477107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -477108.218750 Penalty: 2757.718994
	Iteration 41Q: 3 clusters Score -477108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -477108.875000 Penalty: 2757.718994
	Iteration 42Q: 3 clusters Score -477108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -477108.625000 Penalty: 2757.718994
	Iteration 43Q: 3 clusters Score -477108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -477109.093750 Penalty: 2757.718994
	Iteration 44Q: 3 clusters Score -477109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -477109.187500 Penalty: 2757.718994
	Iteration 45Q: 3 clusters Score -477109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -477109.406250 Penalty: 2757.718994
	Iteration 46Q: 3 clusters Score -477109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -477109.406250 Penalty: 2757.718994
	Iteration 47F: 3 clusters Score -477109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 16483 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18160 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 31711 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67097 members 
Mstep: Class 19 contains 75951 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 9161 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 8443 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 1067 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 103806 members 
Mstep: Class 32 contains 4524 members 
Mstep: Class 33 contains 3711 members 
Mstep: Class 34 contains 2477 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944792.000000 Penalty: 83849.054688
Iteration 119Q: 40 clusters Score -5.494479e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41741 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 18159 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 31710 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 22816 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 12838 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 67284 members 
Mstep: Class 19 contains 75939 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 9166 members 
Mstep: Class 23 contains 4552 members 
Mstep: Class 24 contains 5412 members 
Mstep: Class 25 contains 8511 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 2983 members 
Mstep: Class 31 contains 103953 members 
Mstep: Class 32 contains 4528 members 
Mstep: Class 33 contains 3717 members 
Mstep: Class 34 contains 2467 members 
Mstep: Class 35 contains 3624 members 
Mstep: Class 36 contains 4858 members 
Mstep: Class 37 contains 19836 members 
Mstep: Class 38 contains 3921 members 
Mstep: Class 39 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945308.000000 Penalty: 83849.054688
Iteration 120F: 40 clusters Score -5.494531e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3593 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41706 members 
Mstep: Class 6 contains 8996 members 
Mstep: Class 7 contains 16247 members 
Mstep: Class 8 contains 18159 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 31673 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 1176 members 
Mstep: Class 14 contains 22795 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 12827 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 67328 members 
Mstep: Class 19 contains 75931 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 9170 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 8475 members 
Mstep: Class 26 contains 2757 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5194 members 
Mstep: Class 29 contains 1088 members 
Mstep: Class 30 contains 3015 members 
Mstep: Class 31 contains 103822 members 
Mstep: Class 32 contains 4467 members 
Mstep: Class 33 contains 3717 members 
Mstep: Class 34 contains 2442 members 
Mstep: Class 35 contains 3619 members 
Mstep: Class 36 contains 4783 members 
Mstep: Class 37 contains 20078 members 
Mstep: Class 38 contains 4152 members 
Mstep: Class 39 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945524.000000 Penalty: 83849.054688
Iteration 121Q: 40 clusters Score -5.494552e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 16481 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 41682 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 16243 members 
Mstep: Class 8 contains 18141 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 31638 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 22786 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 12812 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67357 members 
Mstep: Class 19 contains 75926 members 
Mstep: Class 20 contains 3914 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 9178 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 8476 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 1089 members 
Mstep: Class 30 contains 3036 members 
Mstep: Class 31 contains 103785 members 
Mstep: Class 32 contains 4447 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 2425 members 
Mstep: Class 35 contains 3614 members 
Mstep: Class 36 contains 4743 members 
Mstep: Class 37 contains 20151 members 
Mstep: Class 38 contains 4259 members 
Mstep: Class 39 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945700.000000 Penalty: 83849.054688
Iteration 122Q: 40 clusters Score -5.49457e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 16479 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41666 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 18128 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 31612 members 
Mstep: Class 12 contains 9169 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 22779 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 12793 members 
Mstep: Class 17 contains 412 members 
Mstep: Class 18 contains 67377 members 
Mstep: Class 19 contains 75920 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 9178 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 8499 members 
Mstep: Class 26 contains 2782 members 
Mstep: Class 27 contains 7943 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 1089 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 103757 members 
Mstep: Class 32 contains 4437 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 3606 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 20204 members 
Mstep: Class 38 contains 4332 members 
Mstep: Class 39 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945696.000000 Penalty: 83849.054688
Iteration 123Q: 40 clusters Score -5.49457e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3626 members 
Mstep: Class 3 contains 16469 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 41652 members 
Mstep: Class 6 contains 8971 members 
Mstep: Class 7 contains 16211 members 
Mstep: Class 8 contains 18117 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 31572 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 22773 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 12774 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67396 members 
Mstep: Class 19 contains 75913 members 
Mstep: Class 20 contains 3890 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 9185 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 8548 members 
Mstep: Class 26 contains 2788 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 1090 members 
Mstep: Class 30 contains 3059 members 
Mstep: Class 31 contains 103747 members 
Mstep: Class 32 contains 4431 members 
Mstep: Class 33 contains 3740 members 
Mstep: Class 34 contains 2402 members 
Mstep: Class 35 contains 3606 members 
Mstep: Class 36 contains 4688 members 
Mstep: Class 37 contains 20241 members 
Mstep: Class 38 contains 4376 members 
Mstep: Class 39 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945732.000000 Penalty: 83849.054688
Iteration 124Q: 40 clusters Score -5.494573e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 41640 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 7 contains 16208 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 31533 members 
Mstep: Class 12 contains 9180 members 
Mstep: Class 13 contains 1225 members 
Mstep: Class 14 contains 22766 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67415 members 
Mstep: Class 19 contains 75908 members 
Mstep: Class 20 contains 3887 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 8593 members 
Mstep: Class 26 contains 2802 members 
Mstep: Class 27 contains 7942 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 3062 members 
Mstep: Class 31 contains 103723 members 
Mstep: Class 32 contains 4425 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 2387 members 
Mstep: Class 35 contains 3605 members 
Mstep: Class 36 contains 4673 members 
Mstep: Class 37 contains 20297 members 
Mstep: Class 38 contains 4390 members 
Mstep: Class 39 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945800.000000 Penalty: 83849.054688
Iteration 125Q: 40 clusters Score -5.49458e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3643 members 
Mstep: Class 3 contains 16459 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 41630 members 
Mstep: Class 6 contains 8945 members 
Mstep: Class 7 contains 16207 members 
Mstep: Class 8 contains 18091 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 31501 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 13 contains 1238 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 12733 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67431 members 
Mstep: Class 19 contains 75900 members 
Mstep: Class 20 contains 3883 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 9196 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 5425 members 
Mstep: Class 25 contains 8632 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 7946 members 
Mstep: Class 28 contains 5193 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 103713 members 
Mstep: Class 32 contains 4424 members 
Mstep: Class 33 contains 3754 members 
Mstep: Class 34 contains 2381 members 
Mstep: Class 35 contains 3607 members 
Mstep: Class 36 contains 4667 members 
Mstep: Class 37 contains 20353 members 
Mstep: Class 38 contains 4393 members 
Mstep: Class 39 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945816.000000 Penalty: 83849.054688
Iteration 126Q: 40 clusters Score -5.494582e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3656 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41611 members 
Mstep: Class 6 contains 8944 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 18084 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 9195 members 
Mstep: Class 13 contains 1243 members 
Mstep: Class 14 contains 22742 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 12714 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67447 members 
Mstep: Class 19 contains 75883 members 
Mstep: Class 20 contains 3883 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 8673 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 7947 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 103711 members 
Mstep: Class 32 contains 4419 members 
Mstep: Class 33 contains 3760 members 
Mstep: Class 34 contains 2376 members 
Mstep: Class 35 contains 3604 members 
Mstep: Class 36 contains 4661 members 
Mstep: Class 37 contains 20395 members 
Mstep: Class 38 contains 4403 members 
Mstep: Class 39 contains 3354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945820.000000 Penalty: 83849.054688
Iteration 127Q: 40 clusters Score -5.494582e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8935 members 
Mstep: Class 7 contains 16225 members 
Mstep: Class 8 contains 18074 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 31432 members 
Mstep: Class 12 contains 9203 members 
Mstep: Class 13 contains 1252 members 
Mstep: Class 14 contains 22733 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 12697 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67462 members 
Mstep: Class 19 contains 75868 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 9201 members 
Mstep: Class 23 contains 4411 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 8704 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 7951 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 1100 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 103707 members 
Mstep: Class 32 contains 4416 members 
Mstep: Class 33 contains 3764 members 
Mstep: Class 34 contains 2371 members 
Mstep: Class 35 contains 3600 members 
Mstep: Class 36 contains 4655 members 
Mstep: Class 37 contains 20430 members 
Mstep: Class 38 contains 4402 members 
Mstep: Class 39 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945904.000000 Penalty: 83849.054688
Iteration 128Q: 40 clusters Score -5.49459e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41584 members 
Mstep: Class 6 contains 8922 members 
Mstep: Class 7 contains 16229 members 
Mstep: Class 8 contains 18066 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 3654 members 
Mstep: Class 11 contains 31403 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 22725 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 12689 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67474 members 
Mstep: Class 19 contains 75859 members 
Mstep: Class 20 contains 3880 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 9201 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 7955 members 
Mstep: Class 28 contains 5198 members 
Mstep: Class 29 contains 1104 members 
Mstep: Class 30 contains 3102 members 
Mstep: Class 31 contains 103695 members 
Mstep: Class 32 contains 4417 members 
Mstep: Class 33 contains 3769 members 
Mstep: Class 34 contains 2366 members 
Mstep: Class 35 contains 3598 members 
Mstep: Class 36 contains 4652 members 
Mstep: Class 37 contains 20460 members 
Mstep: Class 38 contains 4401 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945988.000000 Penalty: 83849.054688
Iteration 129Q: 40 clusters Score -5.494599e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41576 members 
Mstep: Class 6 contains 8907 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 18055 members 
Mstep: Class 9 contains 1793 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 31385 members 
Mstep: Class 12 contains 9220 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 12671 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67491 members 
Mstep: Class 19 contains 75849 members 
Mstep: Class 20 contains 3880 members 
Mstep: Class 21 contains 2402 members 
Mstep: Class 22 contains 9201 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 2843 members 
Mstep: Class 27 contains 7957 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 3107 members 
Mstep: Class 31 contains 103683 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 3774 members 
Mstep: Class 34 contains 2363 members 
Mstep: Class 35 contains 3594 members 
Mstep: Class 36 contains 4649 members 
Mstep: Class 37 contains 20474 members 
Mstep: Class 38 contains 4400 members 
Mstep: Class 39 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945948.000000 Penalty: 83849.054688
Iteration 130Q: 40 clusters Score -5.494595e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 16461 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41573 members 
Mstep: Class 6 contains 8891 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 18039 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 11 contains 31371 members 
Mstep: Class 12 contains 9225 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 22718 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12661 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67497 members 
Mstep: Class 19 contains 75841 members 
Mstep: Class 20 contains 3878 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 9209 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 7958 members 
Mstep: Class 28 contains 5200 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 3111 members 
Mstep: Class 31 contains 103683 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 2358 members 
Mstep: Class 35 contains 3594 members 
Mstep: Class 36 contains 4648 members 
Mstep: Class 37 contains 20481 members 
Mstep: Class 38 contains 4396 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946048.000000 Penalty: 83849.054688
Iteration 131Q: 40 clusters Score -5.494605e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 3 contains 16456 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41573 members 
Mstep: Class 6 contains 8882 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 18027 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 12653 members 
Mstep: Class 17 contains 412 members 
Mstep: Class 18 contains 67504 members 
Mstep: Class 19 contains 75830 members 
Mstep: Class 20 contains 3877 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9216 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 8834 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 7959 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 3114 members 
Mstep: Class 31 contains 103687 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 2356 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 4646 members 
Mstep: Class 37 contains 20491 members 
Mstep: Class 38 contains 4394 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946052.000000 Penalty: 83849.054688
Iteration 132Q: 40 clusters Score -5.494605e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 16454 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41574 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 31342 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 22717 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12644 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67510 members 
Mstep: Class 19 contains 75820 members 
Mstep: Class 20 contains 3875 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9219 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 8866 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 103686 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 2353 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 4644 members 
Mstep: Class 37 contains 20502 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946000.000000 Penalty: 83849.054688
Iteration 133Q: 40 clusters Score -5.4946e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8858 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 18011 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 31335 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 12639 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67517 members 
Mstep: Class 19 contains 75812 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9219 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 5441 members 
Mstep: Class 25 contains 8884 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 7960 members 
Mstep: Class 28 contains 5202 members 
Mstep: Class 29 contains 1109 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 103680 members 
Mstep: Class 32 contains 4396 members 
Mstep: Class 33 contains 3787 members 
Mstep: Class 34 contains 2349 members 
Mstep: Class 35 contains 3592 members 
Mstep: Class 36 contains 4643 members 
Mstep: Class 37 contains 20512 members 
Mstep: Class 38 contains 4401 members 
Mstep: Class 39 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945868.000000 Penalty: 83849.054688
Iteration 134Q: 40 clusters Score -5.494587e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3728 members 
Mstep: Class 3 contains 16452 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41572 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 18008 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 11 contains 31324 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 12627 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67527 members 
Mstep: Class 19 contains 75794 members 
Mstep: Class 20 contains 3871 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 9226 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 5446 members 
Mstep: Class 25 contains 8906 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 7962 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 103674 members 
Mstep: Class 32 contains 4396 members 
Mstep: Class 33 contains 3788 members 
Mstep: Class 34 contains 2346 members 
Mstep: Class 35 contains 3590 members 
Mstep: Class 36 contains 4642 members 
Mstep: Class 37 contains 20529 members 
Mstep: Class 38 contains 4402 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945944.000000 Penalty: 83849.054688
Iteration 135Q: 40 clusters Score -5.494594e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3734 members 
Mstep: Class 3 contains 16450 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41574 members 
Mstep: Class 6 contains 8841 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 17999 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 31315 members 
Mstep: Class 12 contains 9262 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 12614 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67536 members 
Mstep: Class 19 contains 75781 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9231 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 5447 members 
Mstep: Class 25 contains 8929 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 7964 members 
Mstep: Class 28 contains 5210 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 103664 members 
Mstep: Class 32 contains 4394 members 
Mstep: Class 33 contains 3789 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 3590 members 
Mstep: Class 36 contains 4641 members 
Mstep: Class 37 contains 20552 members 
Mstep: Class 38 contains 4408 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945932.000000 Penalty: 83849.054688
Iteration 136Q: 40 clusters Score -5.494593e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 16446 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 41575 members 
Mstep: Class 6 contains 8834 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 17992 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 31302 members 
Mstep: Class 12 contains 9265 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 22719 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12612 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 67540 members 
Mstep: Class 19 contains 75776 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 7965 members 
Mstep: Class 28 contains 5212 members 
Mstep: Class 29 contains 1112 members 
Mstep: Class 30 contains 3118 members 
Mstep: Class 31 contains 103662 members 
Mstep: Class 32 contains 4393 members 
Mstep: Class 33 contains 3788 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4639 members 
Mstep: Class 37 contains 20563 members 
Mstep: Class 38 contains 4407 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946020.000000 Penalty: 83849.054688
Iteration 137Q: 40 clusters Score -5.494602e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41576 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 31291 members 
Mstep: Class 12 contains 9273 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 22715 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12611 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 67543 members 
Mstep: Class 19 contains 75768 members 
Mstep: Class 20 contains 3868 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9239 members 
Mstep: Class 23 contains 4366 members 
Mstep: Class 24 contains 5456 members 
Mstep: Class 25 contains 8970 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 7964 members 
Mstep: Class 28 contains 5215 members 
Mstep: Class 29 contains 1112 members 
Mstep: Class 30 contains 3119 members 
Mstep: Class 31 contains 103657 members 
Mstep: Class 32 contains 4393 members 
Mstep: Class 33 contains 3787 members 
Mstep: Class 34 contains 2338 members 
Mstep: Class 35 contains 3590 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 20571 members 
Mstep: Class 38 contains 4406 members 
Mstep: Class 39 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945924.000000 Penalty: 83849.054688
Iteration 138Q: 40 clusters Score -5.494592e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 16442 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 41574 members 
Mstep: Class 6 contains 8806 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 17975 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 31285 members 
Mstep: Class 12 contains 9284 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 22710 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12610 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 67549 members 
Mstep: Class 19 contains 75760 members 
Mstep: Class 20 contains 3867 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9240 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 8996 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 7966 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 1112 members 
Mstep: Class 30 contains 3120 members 
Mstep: Class 31 contains 103653 members 
Mstep: Class 32 contains 4393 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4404 members 
Mstep: Class 39 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945876.000000 Penalty: 83849.054688
Iteration 139Q: 40 clusters Score -5.494588e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41571 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17964 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 31272 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 22709 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12608 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 67551 members 
Mstep: Class 19 contains 75748 members 
Mstep: Class 20 contains 3865 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 9027 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 7966 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 1112 members 
Mstep: Class 30 contains 3120 members 
Mstep: Class 31 contains 103648 members 
Mstep: Class 32 contains 4393 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 20582 members 
Mstep: Class 38 contains 4400 members 
Mstep: Class 39 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945908.000000 Penalty: 83849.054688
Iteration 140F: 40 clusters Score -5.494591e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41572 members 
Mstep: Class 6 contains 8795 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 8 contains 17959 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 31264 members 
Mstep: Class 12 contains 9296 members 
Mstep: Class 13 contains 1301 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12602 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67556 members 
Mstep: Class 19 contains 75738 members 
Mstep: Class 20 contains 3864 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 5464 members 
Mstep: Class 25 contains 9052 members 
Mstep: Class 26 contains 2886 members 
Mstep: Class 27 contains 7971 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 1114 members 
Mstep: Class 30 contains 3121 members 
Mstep: Class 31 contains 103644 members 
Mstep: Class 32 contains 4392 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 20591 members 
Mstep: Class 38 contains 4399 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945948.000000 Penalty: 83849.054688
Iteration 141Q: 40 clusters Score -5.494595e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41574 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 8 contains 17955 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 3494 members 
Mstep: Class 11 contains 31256 members 
Mstep: Class 12 contains 9302 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12599 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67560 members 
Mstep: Class 19 contains 75730 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9243 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 7973 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 1116 members 
Mstep: Class 30 contains 3123 members 
Mstep: Class 31 contains 103636 members 
Mstep: Class 32 contains 4391 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 20595 members 
Mstep: Class 38 contains 4397 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945896.000000 Penalty: 83849.054688
Iteration 142Q: 40 clusters Score -5.49459e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41576 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 31250 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 1307 members 
Mstep: Class 14 contains 22702 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12599 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 67562 members 
Mstep: Class 19 contains 75723 members 
Mstep: Class 20 contains 3862 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9241 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 5464 members 
Mstep: Class 25 contains 9100 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 7975 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 1117 members 
Mstep: Class 30 contains 3127 members 
Mstep: Class 31 contains 103632 members 
Mstep: Class 32 contains 4390 members 
Mstep: Class 33 contains 3787 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 20601 members 
Mstep: Class 38 contains 4391 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945984.000000 Penalty: 83849.054688
Iteration 143Q: 40 clusters Score -5.494598e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41577 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 17953 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 3483 members 
Mstep: Class 11 contains 31246 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 13 contains 1316 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12596 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 18 contains 67563 members 
Mstep: Class 19 contains 75719 members 
Mstep: Class 20 contains 3861 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 9240 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 9112 members 
Mstep: Class 26 contains 2891 members 
Mstep: Class 27 contains 7975 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 1119 members 
Mstep: Class 30 contains 3127 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 3788 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 3589 members 
Mstep: Class 36 contains 4637 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 4384 members 
Mstep: Class 39 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945944.000000 Penalty: 83849.054688
Iteration 144Q: 40 clusters Score -5.494594e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 16431 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41576 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 16266 members 
Mstep: Class 8 contains 17946 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 31244 members 
Mstep: Class 12 contains 9321 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 22692 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 67563 members 
Mstep: Class 19 contains 75710 members 
Mstep: Class 20 contains 3859 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 9240 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 7977 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 3128 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4388 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 3588 members 
Mstep: Class 36 contains 4636 members 
Mstep: Class 37 contains 20620 members 
Mstep: Class 38 contains 4376 members 
Mstep: Class 39 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946000.000000 Penalty: 83849.054688
Iteration 145Q: 40 clusters Score -5.4946e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 16431 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 41577 members 
Mstep: Class 6 contains 8727 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17939 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 31251 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 75698 members 
Mstep: Class 20 contains 3856 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 4324 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 7975 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 3128 members 
Mstep: Class 31 contains 103632 members 
Mstep: Class 32 contains 4386 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 3586 members 
Mstep: Class 36 contains 4634 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4369 members 
Mstep: Class 39 contains 3346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945932.000000 Penalty: 83849.054688
Iteration 146Q: 40 clusters Score -5.494593e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 16431 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41578 members 
Mstep: Class 6 contains 8706 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 8 contains 17934 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 31254 members 
Mstep: Class 12 contains 9353 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 22686 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12588 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 75688 members 
Mstep: Class 20 contains 3854 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 9239 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 9142 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 7976 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 1128 members 
Mstep: Class 30 contains 3130 members 
Mstep: Class 31 contains 103632 members 
Mstep: Class 32 contains 4381 members 
Mstep: Class 33 contains 3795 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 3582 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 20611 members 
Mstep: Class 38 contains 4370 members 
Mstep: Class 39 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54945964.000000 Penalty: 83849.054688
Iteration 147Q: 40 clusters Score -5.494596e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 41577 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 8 contains 17931 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 3474 members 
Mstep: Class 11 contains 31259 members 
Mstep: Class 12 contains 9364 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 22686 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 12588 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 75675 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9155 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 7977 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 1130 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103634 members 
Mstep: Class 32 contains 4380 members 
Mstep: Class 33 contains 3794 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 3581 members 
Mstep: Class 36 contains 4632 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 4363 members 
Mstep: Class 39 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946104.000000 Penalty: 83849.054688
Iteration 148Q: 40 clusters Score -5.49461e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 41578 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 17926 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 31257 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 22684 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 12586 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67564 members 
Mstep: Class 19 contains 75668 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9166 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 7978 members 
Mstep: Class 28 contains 5222 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103637 members 
Mstep: Class 32 contains 4379 members 
Mstep: Class 33 contains 3794 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4631 members 
Mstep: Class 37 contains 20614 members 
Mstep: Class 38 contains 4355 members 
Mstep: Class 39 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946028.000000 Penalty: 83849.054688
Iteration 149Q: 40 clusters Score -5.494603e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 16428 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 41578 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 17921 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 3471 members 
Mstep: Class 11 contains 31254 members 
Mstep: Class 12 contains 9399 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 22684 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 12585 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67571 members 
Mstep: Class 19 contains 75657 members 
Mstep: Class 20 contains 3852 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 5481 members 
Mstep: Class 25 contains 9176 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 7980 members 
Mstep: Class 28 contains 5223 members 
Mstep: Class 29 contains 1138 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103635 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 20614 members 
Mstep: Class 38 contains 4347 members 
Mstep: Class 39 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946064.000000 Penalty: 83849.054688
Iteration 150Q: 40 clusters Score -5.494606e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 16424 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8658 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 17913 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 31254 members 
Mstep: Class 12 contains 9406 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 22684 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67575 members 
Mstep: Class 19 contains 75650 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4314 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 9189 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 7984 members 
Mstep: Class 28 contains 5225 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103634 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4628 members 
Mstep: Class 37 contains 20611 members 
Mstep: Class 38 contains 4330 members 
Mstep: Class 39 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946012.000000 Penalty: 83849.054688
Iteration 151Q: 40 clusters Score -5.494601e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 16419 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41580 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 17907 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31248 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 1386 members 
Mstep: Class 14 contains 22685 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12575 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67579 members 
Mstep: Class 19 contains 75645 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4310 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 9212 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 7986 members 
Mstep: Class 28 contains 5226 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103634 members 
Mstep: Class 32 contains 4378 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 2328 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 20610 members 
Mstep: Class 38 contains 4325 members 
Mstep: Class 39 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946044.000000 Penalty: 83849.054688
Iteration 152Q: 40 clusters Score -5.494604e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3780 members 
Mstep: Class 3 contains 16420 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 17902 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 31244 members 
Mstep: Class 12 contains 9424 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 22684 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12568 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67583 members 
Mstep: Class 19 contains 75638 members 
Mstep: Class 20 contains 3840 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 9220 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 7986 members 
Mstep: Class 28 contains 5226 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103632 members 
Mstep: Class 32 contains 4378 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 20611 members 
Mstep: Class 38 contains 4320 members 
Mstep: Class 39 contains 3349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946052.000000 Penalty: 83849.054688
Iteration 153Q: 40 clusters Score -5.494605e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 16266 members 
Mstep: Class 8 contains 17899 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 31239 members 
Mstep: Class 12 contains 9431 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 22686 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12567 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67585 members 
Mstep: Class 19 contains 75637 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9243 members 
Mstep: Class 23 contains 4306 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 9225 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7984 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103630 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 2325 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 20608 members 
Mstep: Class 38 contains 4322 members 
Mstep: Class 39 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946152.000000 Penalty: 83849.054688
Iteration 154Q: 40 clusters Score -5.494615e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 16413 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 17896 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 31236 members 
Mstep: Class 12 contains 9436 members 
Mstep: Class 13 contains 1407 members 
Mstep: Class 14 contains 22682 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12569 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67589 members 
Mstep: Class 19 contains 75633 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 9243 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9235 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 7987 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 2325 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4313 members 
Mstep: Class 39 contains 3350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946156.000000 Penalty: 83849.054688
Iteration 155Q: 40 clusters Score -5.494616e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 16408 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 17892 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 31233 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12568 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67592 members 
Mstep: Class 19 contains 75633 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 5475 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 7988 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1146 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103625 members 
Mstep: Class 32 contains 4377 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2322 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4623 members 
Mstep: Class 37 contains 20610 members 
Mstep: Class 38 contains 4304 members 
Mstep: Class 39 contains 3353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946160.000000 Penalty: 83849.054688
Iteration 156Q: 40 clusters Score -5.494616e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 16406 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41578 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 17887 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 3465 members 
Mstep: Class 11 contains 31226 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 22680 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12565 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67594 members 
Mstep: Class 19 contains 75625 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103625 members 
Mstep: Class 32 contains 4375 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2319 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4622 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 4297 members 
Mstep: Class 39 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946248.000000 Penalty: 83849.054688
Iteration 157Q: 40 clusters Score -5.494625e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41580 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 31221 members 
Mstep: Class 12 contains 9464 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 22679 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12561 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67599 members 
Mstep: Class 19 contains 75621 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5229 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 3803 members 
Mstep: Class 34 contains 2317 members 
Mstep: Class 35 contains 3574 members 
Mstep: Class 36 contains 4621 members 
Mstep: Class 37 contains 20608 members 
Mstep: Class 38 contains 4293 members 
Mstep: Class 39 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946172.000000 Penalty: 83849.054688
Iteration 158Q: 40 clusters Score -5.494617e+07 nChanged 103
Entering ConstructFrom: 
Score: -54946172.000000 Penalty: 83849.054688
Entering ConstructFrom: 
Trying to split cluster 1 (11183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Entering Unmasked Estep 
Score: -1138879.625000 Penalty: 1514.849365
	Iteration 0F: 2 clusters Score -1138880 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 5505 members 
Entering Unmasked Estep 
Score: -1130888.750000 Penalty: 3029.698730
	Iteration 0F: 3 clusters Score -1130889 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1133544.500000 Penalty: 3029.698730
	Iteration 1F: 3 clusters Score -1133544 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1133901.125000 Penalty: 3029.698730
	Iteration 2F: 3 clusters Score -1133901 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1134282.375000 Penalty: 3029.698730
	Iteration 3F: 3 clusters Score -1134282 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1134695.125000 Penalty: 3029.698730
	Iteration 4F: 3 clusters Score -1134695 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1135200.000000 Penalty: 3029.698730
	Iteration 5F: 3 clusters Score -1135200 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1135757.000000 Penalty: 3029.698730
	Iteration 6F: 3 clusters Score -1135757 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1136236.500000 Penalty: 3029.698730
	Iteration 7F: 3 clusters Score -1136236 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1136690.000000 Penalty: 3029.698730
	Iteration 8Q: 3 clusters Score -1136690 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1137072.500000 Penalty: 3029.698730
	Iteration 9Q: 3 clusters Score -1137072 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1137281.625000 Penalty: 3029.698730
	Iteration 10Q: 3 clusters Score -1137282 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1137408.625000 Penalty: 3029.698730
	Iteration 11Q: 3 clusters Score -1137409 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1137478.875000 Penalty: 3029.698730
	Iteration 12Q: 3 clusters Score -1137479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1137521.375000 Penalty: 3029.698730
	Iteration 13Q: 3 clusters Score -1137521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1137545.500000 Penalty: 3029.698730
	Iteration 14Q: 3 clusters Score -1137546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1137559.125000 Penalty: 3029.698730
	Iteration 15Q: 3 clusters Score -1137559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1137573.375000 Penalty: 3029.698730
	Iteration 16Q: 3 clusters Score -1137573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1137580.750000 Penalty: 3029.698730
	Iteration 17Q: 3 clusters Score -1137581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1137586.750000 Penalty: 3029.698730
	Iteration 18Q: 3 clusters Score -1137587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1137591.000000 Penalty: 3029.698730
	Iteration 19Q: 3 clusters Score -1137591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1137596.875000 Penalty: 3029.698730
	Iteration 20F: 3 clusters Score -1137597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1137596.500000 Penalty: 3029.698730
	Iteration 21Q: 3 clusters Score -1137596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1137602.250000 Penalty: 3029.698730
	Iteration 22Q: 3 clusters Score -1137602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1137601.500000 Penalty: 3029.698730
	Iteration 23Q: 3 clusters Score -1137602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1137603.750000 Penalty: 3029.698730
	Iteration 24Q: 3 clusters Score -1137604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1137603.625000 Penalty: 3029.698730
	Iteration 25Q: 3 clusters Score -1137604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1137608.750000 Penalty: 3029.698730
	Iteration 26Q: 3 clusters Score -1137609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1137608.500000 Penalty: 3029.698730
	Iteration 27Q: 3 clusters Score -1137608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1137609.625000 Penalty: 3029.698730
	Iteration 28Q: 3 clusters Score -1137610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1137610.500000 Penalty: 3029.698730
	Iteration 29Q: 3 clusters Score -1137610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1137611.500000 Penalty: 3029.698730
	Iteration 30Q: 3 clusters Score -1137612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1137614.375000 Penalty: 3029.698730
	Iteration 31Q: 3 clusters Score -1137614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1137617.125000 Penalty: 3029.698730
	Iteration 32Q: 3 clusters Score -1137617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1137619.500000 Penalty: 3029.698730
	Iteration 33Q: 3 clusters Score -1137620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1137624.625000 Penalty: 3029.698730
	Iteration 34Q: 3 clusters Score -1137625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1137629.875000 Penalty: 3029.698730
	Iteration 35Q: 3 clusters Score -1137630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1137632.500000 Penalty: 3029.698730
	Iteration 36Q: 3 clusters Score -1137632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1137637.125000 Penalty: 3029.698730
	Iteration 37Q: 3 clusters Score -1137637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1137640.625000 Penalty: 3029.698730
	Iteration 38Q: 3 clusters Score -1137641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1137641.000000 Penalty: 3029.698730
	Iteration 39Q: 3 clusters Score -1137641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1137643.625000 Penalty: 3029.698730
	Iteration 40F: 3 clusters Score -1137644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1137643.000000 Penalty: 3029.698730
	Iteration 41Q: 3 clusters Score -1137643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1137644.250000 Penalty: 3029.698730
	Iteration 42Q: 3 clusters Score -1137644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1137645.875000 Penalty: 3029.698730
	Iteration 43Q: 3 clusters Score -1137646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1137645.875000 Penalty: 3029.698730
	Iteration 44Q: 3 clusters Score -1137646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1137644.250000 Penalty: 3029.698730
	Iteration 45Q: 3 clusters Score -1137644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1137645.625000 Penalty: 3029.698730
	Iteration 46Q: 3 clusters Score -1137646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1137647.125000 Penalty: 3029.698730
	Iteration 47Q: 3 clusters Score -1137647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1137648.125000 Penalty: 3029.698730
	Iteration 48Q: 3 clusters Score -1137648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1137650.625000 Penalty: 3029.698730
	Iteration 49Q: 3 clusters Score -1137651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1137651.125000 Penalty: 3029.698730
	Iteration 50Q: 3 clusters Score -1137651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1137650.500000 Penalty: 3029.698730
	Iteration 51Q: 3 clusters Score -1137650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1137650.875000 Penalty: 3029.698730
	Iteration 52Q: 3 clusters Score -1137651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1137651.750000 Penalty: 3029.698730
	Iteration 53Q: 3 clusters Score -1137652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1137652.000000 Penalty: 3029.698730
	Iteration 54Q: 3 clusters Score -1137652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1137657.625000 Penalty: 3029.698730
	Iteration 55Q: 3 clusters Score -1137658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1137663.375000 Penalty: 3029.698730
	Iteration 56Q: 3 clusters Score -1137663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1137667.000000 Penalty: 3029.698730
	Iteration 57Q: 3 clusters Score -1137667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1137670.000000 Penalty: 3029.698730
	Iteration 58Q: 3 clusters Score -1137670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1137675.000000 Penalty: 3029.698730
	Iteration 59Q: 3 clusters Score -1137675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1137683.125000 Penalty: 3029.698730
	Iteration 60F: 3 clusters Score -1137683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1137693.875000 Penalty: 3029.698730
	Iteration 61Q: 3 clusters Score -1137694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1137698.125000 Penalty: 3029.698730
	Iteration 62Q: 3 clusters Score -1137698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1137709.750000 Penalty: 3029.698730
	Iteration 63Q: 3 clusters Score -1137710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1137715.250000 Penalty: 3029.698730
	Iteration 64Q: 3 clusters Score -1137715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1137732.875000 Penalty: 3029.698730
	Iteration 65Q: 3 clusters Score -1137733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1137754.375000 Penalty: 3029.698730
	Iteration 66Q: 3 clusters Score -1137754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1137781.000000 Penalty: 3029.698730
	Iteration 67Q: 3 clusters Score -1137781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1137846.000000 Penalty: 3029.698730
	Iteration 68Q: 3 clusters Score -1137846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1137927.125000 Penalty: 3029.698730
	Iteration 69Q: 3 clusters Score -1137927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1137990.375000 Penalty: 3029.698730
	Iteration 70Q: 3 clusters Score -1137990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1138022.625000 Penalty: 3029.698730
	Iteration 71Q: 3 clusters Score -1138023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1138036.250000 Penalty: 3029.698730
	Iteration 72Q: 3 clusters Score -1138036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1138044.250000 Penalty: 3029.698730
	Iteration 73Q: 3 clusters Score -1138044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1138049.750000 Penalty: 3029.698730
	Iteration 74Q: 3 clusters Score -1138050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1138049.875000 Penalty: 3029.698730
	Iteration 75Q: 3 clusters Score -1138050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1138052.625000 Penalty: 3029.698730
	Iteration 76Q: 3 clusters Score -1138053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1138057.125000 Penalty: 3029.698730
	Iteration 77Q: 3 clusters Score -1138057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1138060.375000 Penalty: 3029.698730
	Iteration 78Q: 3 clusters Score -1138060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1138062.250000 Penalty: 3029.698730
	Iteration 79Q: 3 clusters Score -1138062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1138062.250000 Penalty: 3029.698730
	Iteration 80F: 3 clusters Score -1138062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1138064.375000 Penalty: 3029.698730
	Iteration 81Q: 3 clusters Score -1138064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1138065.625000 Penalty: 3029.698730
	Iteration 82Q: 3 clusters Score -1138066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1138065.625000 Penalty: 3029.698730
	Iteration 83F: 3 clusters Score -1138066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -372301.218750 Penalty: 1339.362305
	Iteration 0F: 2 clusters Score -372301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -369096.750000 Penalty: 2678.724609
	Iteration 0F: 3 clusters Score -369096.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -369962.875000 Penalty: 2678.724609
	Iteration 1F: 3 clusters Score -369962.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -370212.125000 Penalty: 2678.724609
	Iteration 2F: 3 clusters Score -370212.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -370401.218750 Penalty: 2678.724609
	Iteration 3F: 3 clusters Score -370401.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -370580.062500 Penalty: 2678.724609
	Iteration 4F: 3 clusters Score -370580.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -370768.062500 Penalty: 2678.724609
	Iteration 5F: 3 clusters Score -370768.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -370949.031250 Penalty: 2678.724609
	Iteration 6F: 3 clusters Score -370949 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -371156.906250 Penalty: 2678.724609
	Iteration 7Q: 3 clusters Score -371156.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -371380.468750 Penalty: 2678.724609
	Iteration 8F: 3 clusters Score -371380.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -371574.937500 Penalty: 2678.724609
	Iteration 9Q: 3 clusters Score -371574.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371701.062500 Penalty: 2678.724609
	Iteration 10Q: 3 clusters Score -371701.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -371773.375000 Penalty: 2678.724609
	Iteration 11Q: 3 clusters Score -371773.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -371820.562500 Penalty: 2678.724609
	Iteration 12Q: 3 clusters Score -371820.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -371855.156250 Penalty: 2678.724609
	Iteration 13Q: 3 clusters Score -371855.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -371879.968750 Penalty: 2678.724609
	Iteration 14Q: 3 clusters Score -371880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -371893.625000 Penalty: 2678.724609
	Iteration 15Q: 3 clusters Score -371893.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -371902.406250 Penalty: 2678.724609
	Iteration 16Q: 3 clusters Score -371902.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -371909.468750 Penalty: 2678.724609
	Iteration 17Q: 3 clusters Score -371909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371913.062500 Penalty: 2678.724609
	Iteration 18Q: 3 clusters Score -371913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -371920.812500 Penalty: 2678.724609
	Iteration 19Q: 3 clusters Score -371920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -371924.843750 Penalty: 2678.724609
	Iteration 20F: 3 clusters Score -371924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -371928.437500 Penalty: 2678.724609
	Iteration 21Q: 3 clusters Score -371928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -371931.718750 Penalty: 2678.724609
	Iteration 22Q: 3 clusters Score -371931.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -371934.718750 Penalty: 2678.724609
	Iteration 23Q: 3 clusters Score -371934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -371937.187500 Penalty: 2678.724609
	Iteration 24Q: 3 clusters Score -371937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -371939.406250 Penalty: 2678.724609
	Iteration 25Q: 3 clusters Score -371939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -371942.281250 Penalty: 2678.724609
	Iteration 26Q: 3 clusters Score -371942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -371944.562500 Penalty: 2678.724609
	Iteration 27Q: 3 clusters Score -371944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -371946.562500 Penalty: 2678.724609
	Iteration 28Q: 3 clusters Score -371946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -371947.968750 Penalty: 2678.724609
	Iteration 29Q: 3 clusters Score -371948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -371948.812500 Penalty: 2678.724609
	Iteration 30Q: 3 clusters Score -371948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -371948.812500 Penalty: 2678.724609
	Iteration 31F: 3 clusters Score -371948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Entering Unmasked Estep 
Score: -1677899.500000 Penalty: 1577.088257
	Iteration 0F: 2 clusters Score -1677900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1666537.750000 Penalty: 3154.176514
	Iteration 0F: 3 clusters Score -1666538 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1670577.875000 Penalty: 3154.176514
	Iteration 1F: 3 clusters Score -1670578 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1670941.000000 Penalty: 3154.176514
	Iteration 2F: 3 clusters Score -1670941 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1671326.625000 Penalty: 3154.176514
	Iteration 3F: 3 clusters Score -1671327 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1671854.000000 Penalty: 3154.176514
	Iteration 4F: 3 clusters Score -1671854 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1672571.500000 Penalty: 3154.176514
	Iteration 5F: 3 clusters Score -1672572 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1673470.500000 Penalty: 3154.176514
	Iteration 6F: 3 clusters Score -1673470 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1674378.875000 Penalty: 3154.176514
	Iteration 7F: 3 clusters Score -1674379 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1675099.125000 Penalty: 3154.176514
	Iteration 8F: 3 clusters Score -1675099 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1675650.000000 Penalty: 3154.176514
	Iteration 9Q: 3 clusters Score -1675650 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1675998.500000 Penalty: 3154.176514
	Iteration 10Q: 3 clusters Score -1675998 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1676176.875000 Penalty: 3154.176514
	Iteration 11Q: 3 clusters Score -1676177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1676292.375000 Penalty: 3154.176514
	Iteration 12Q: 3 clusters Score -1676292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1676374.750000 Penalty: 3154.176514
	Iteration 13Q: 3 clusters Score -1676375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1676442.750000 Penalty: 3154.176514
	Iteration 14Q: 3 clusters Score -1676443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1676505.250000 Penalty: 3154.176514
	Iteration 15Q: 3 clusters Score -1676505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1676545.000000 Penalty: 3154.176514
	Iteration 16Q: 3 clusters Score -1676545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1676577.125000 Penalty: 3154.176514
	Iteration 17Q: 3 clusters Score -1676577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1676598.500000 Penalty: 3154.176514
	Iteration 18Q: 3 clusters Score -1676598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1676616.750000 Penalty: 3154.176514
	Iteration 19Q: 3 clusters Score -1676617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1676621.875000 Penalty: 3154.176514
	Iteration 20F: 3 clusters Score -1676622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1676626.750000 Penalty: 3154.176514
	Iteration 21Q: 3 clusters Score -1676627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1676627.875000 Penalty: 3154.176514
	Iteration 22Q: 3 clusters Score -1676628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1676631.375000 Penalty: 3154.176514
	Iteration 23Q: 3 clusters Score -1676631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1676637.125000 Penalty: 3154.176514
	Iteration 24Q: 3 clusters Score -1676637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1676640.750000 Penalty: 3154.176514
	Iteration 25Q: 3 clusters Score -1676641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1676640.875000 Penalty: 3154.176514
	Iteration 26Q: 3 clusters Score -1676641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1676641.875000 Penalty: 3154.176514
	Iteration 27Q: 3 clusters Score -1676642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1676643.375000 Penalty: 3154.176514
	Iteration 28Q: 3 clusters Score -1676643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1676644.250000 Penalty: 3154.176514
	Iteration 29Q: 3 clusters Score -1676644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1676644.375000 Penalty: 3154.176514
	Iteration 30Q: 3 clusters Score -1676644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1676643.250000 Penalty: 3154.176514
	Iteration 31Q: 3 clusters Score -1676643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1676643.250000 Penalty: 3154.176514
	Iteration 32F: 3 clusters Score -1676643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Entering Unmasked Estep 
Score: -775192.562500 Penalty: 1452.020142
	Iteration 0F: 2 clusters Score -775192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -769515.625000 Penalty: 2904.040283
	Iteration 0F: 3 clusters Score -769515.6 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -771286.750000 Penalty: 2904.040283
	Iteration 1F: 3 clusters Score -771286.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -771530.562500 Penalty: 2904.040283
	Iteration 2F: 3 clusters Score -771530.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -771739.937500 Penalty: 2904.040283
	Iteration 3F: 3 clusters Score -771739.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -771926.937500 Penalty: 2904.040283
	Iteration 4Q: 3 clusters Score -771926.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -772098.000000 Penalty: 2904.040283
	Iteration 5Q: 3 clusters Score -772098 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -772239.375000 Penalty: 2904.040283
	Iteration 6Q: 3 clusters Score -772239.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -772366.187500 Penalty: 2904.040283
	Iteration 7Q: 3 clusters Score -772366.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -772492.250000 Penalty: 2904.040283
	Iteration 8Q: 3 clusters Score -772492.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -772637.937500 Penalty: 2904.040283
	Iteration 9Q: 3 clusters Score -772637.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -772852.125000 Penalty: 2904.040283
	Iteration 10Q: 3 clusters Score -772852.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -773151.187500 Penalty: 2904.040283
	Iteration 11Q: 3 clusters Score -773151.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -773484.625000 Penalty: 2904.040283
	Iteration 12Q: 3 clusters Score -773484.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -773763.625000 Penalty: 2904.040283
	Iteration 13Q: 3 clusters Score -773763.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -773895.687500 Penalty: 2904.040283
	Iteration 14Q: 3 clusters Score -773895.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -773987.437500 Penalty: 2904.040283
	Iteration 15Q: 3 clusters Score -773987.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -774056.875000 Penalty: 2904.040283
	Iteration 16Q: 3 clusters Score -774056.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -774112.437500 Penalty: 2904.040283
	Iteration 17Q: 3 clusters Score -774112.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -774159.062500 Penalty: 2904.040283
	Iteration 18Q: 3 clusters Score -774159.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -774194.125000 Penalty: 2904.040283
	Iteration 19Q: 3 clusters Score -774194.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -774222.625000 Penalty: 2904.040283
	Iteration 20F: 3 clusters Score -774222.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -774247.500000 Penalty: 2904.040283
	Iteration 21Q: 3 clusters Score -774247.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -774268.625000 Penalty: 2904.040283
	Iteration 22Q: 3 clusters Score -774268.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -774298.750000 Penalty: 2904.040283
	Iteration 23Q: 3 clusters Score -774298.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -774322.062500 Penalty: 2904.040283
	Iteration 24Q: 3 clusters Score -774322.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -774349.125000 Penalty: 2904.040283
	Iteration 25Q: 3 clusters Score -774349.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -774381.437500 Penalty: 2904.040283
	Iteration 26Q: 3 clusters Score -774381.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -774434.937500 Penalty: 2904.040283
	Iteration 27Q: 3 clusters Score -774434.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -774494.687500 Penalty: 2904.040283
	Iteration 28Q: 3 clusters Score -774494.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -774555.312500 Penalty: 2904.040283
	Iteration 29Q: 3 clusters Score -774555.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -774609.750000 Penalty: 2904.040283
	Iteration 30Q: 3 clusters Score -774609.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -774681.875000 Penalty: 2904.040283
	Iteration 31Q: 3 clusters Score -774681.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -774754.500000 Penalty: 2904.040283
	Iteration 32Q: 3 clusters Score -774754.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -774825.812500 Penalty: 2904.040283
	Iteration 33Q: 3 clusters Score -774825.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -774893.687500 Penalty: 2904.040283
	Iteration 34Q: 3 clusters Score -774893.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -774959.312500 Penalty: 2904.040283
	Iteration 35Q: 3 clusters Score -774959.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -774995.062500 Penalty: 2904.040283
	Iteration 36Q: 3 clusters Score -774995.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -775020.687500 Penalty: 2904.040283
	Iteration 37Q: 3 clusters Score -775020.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -775030.812500 Penalty: 2904.040283
	Iteration 38Q: 3 clusters Score -775030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -775035.750000 Penalty: 2904.040283
	Iteration 39Q: 3 clusters Score -775035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -775064.562500 Penalty: 2904.040283
	Iteration 40F: 3 clusters Score -775064.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -775075.750000 Penalty: 2904.040283
	Iteration 41Q: 3 clusters Score -775075.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -775084.187500 Penalty: 2904.040283
	Iteration 42Q: 3 clusters Score -775084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -775088.625000 Penalty: 2904.040283
	Iteration 43Q: 3 clusters Score -775088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -775090.062500 Penalty: 2904.040283
	Iteration 44Q: 3 clusters Score -775090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -775092.187500 Penalty: 2904.040283
	Iteration 45Q: 3 clusters Score -775092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -775090.250000 Penalty: 2904.040283
	Iteration 46Q: 3 clusters Score -775090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -775093.625000 Penalty: 2904.040283
	Iteration 47Q: 3 clusters Score -775093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -775093.625000 Penalty: 2904.040283
	Iteration 48F: 3 clusters Score -775093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Entering Unmasked Estep 
Score: -4333614.500000 Penalty: 1728.244385
	Iteration 0F: 2 clusters Score -4333614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4305542.500000 Penalty: 3456.488770
	Iteration 0F: 3 clusters Score -4305542 nChanged 19410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4316481.500000 Penalty: 3456.488770
	Iteration 1F: 3 clusters Score -4316482 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4316906.000000 Penalty: 3456.488770
	Iteration 2Q: 3 clusters Score -4316906 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4317297.000000 Penalty: 3456.488770
	Iteration 3Q: 3 clusters Score -4317297 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4317704.500000 Penalty: 3456.488770
	Iteration 4Q: 3 clusters Score -4317704 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4318222.000000 Penalty: 3456.488770
	Iteration 5Q: 3 clusters Score -4318222 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4318871.000000 Penalty: 3456.488770
	Iteration 6Q: 3 clusters Score -4318871 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4319810.000000 Penalty: 3456.488770
	Iteration 7Q: 3 clusters Score -4319810 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4321038.000000 Penalty: 3456.488770
	Iteration 8F: 3 clusters Score -4321038 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4322598.000000 Penalty: 3456.488770
	Iteration 9F: 3 clusters Score -4322598 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4324140.000000 Penalty: 3456.488770
	Iteration 10F: 3 clusters Score -4324140 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4325614.000000 Penalty: 3456.488770
	Iteration 11F: 3 clusters Score -4325614 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4326889.000000 Penalty: 3456.488770
	Iteration 12Q: 3 clusters Score -4326889 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4327966.000000 Penalty: 3456.488770
	Iteration 13Q: 3 clusters Score -4327966 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4328704.000000 Penalty: 3456.488770
	Iteration 14Q: 3 clusters Score -4328704 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4329234.500000 Penalty: 3456.488770
	Iteration 15Q: 3 clusters Score -4329234 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4329688.500000 Penalty: 3456.488770
	Iteration 16Q: 3 clusters Score -4329688 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4330015.000000 Penalty: 3456.488770
	Iteration 17Q: 3 clusters Score -4330015 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4330352.000000 Penalty: 3456.488770
	Iteration 18Q: 3 clusters Score -4330352 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4330604.000000 Penalty: 3456.488770
	Iteration 19Q: 3 clusters Score -4330604 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4330808.000000 Penalty: 3456.488770
	Iteration 20F: 3 clusters Score -4330808 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4331001.000000 Penalty: 3456.488770
	Iteration 21Q: 3 clusters Score -4331001 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4331172.000000 Penalty: 3456.488770
	Iteration 22Q: 3 clusters Score -4331172 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4331309.000000 Penalty: 3456.488770
	Iteration 23Q: 3 clusters Score -4331309 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4331432.500000 Penalty: 3456.488770
	Iteration 24Q: 3 clusters Score -4331432 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4331518.500000 Penalty: 3456.488770
	Iteration 25Q: 3 clusters Score -4331518 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4331601.000000 Penalty: 3456.488770
	Iteration 26Q: 3 clusters Score -4331601 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4331702.000000 Penalty: 3456.488770
	Iteration 27Q: 3 clusters Score -4331702 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4331767.500000 Penalty: 3456.488770
	Iteration 28Q: 3 clusters Score -4331768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4331802.000000 Penalty: 3456.488770
	Iteration 29Q: 3 clusters Score -4331802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4331821.500000 Penalty: 3456.488770
	Iteration 30Q: 3 clusters Score -4331822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4331842.000000 Penalty: 3456.488770
	Iteration 31Q: 3 clusters Score -4331842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4331863.500000 Penalty: 3456.488770
	Iteration 32Q: 3 clusters Score -4331864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4331882.000000 Penalty: 3456.488770
	Iteration 33Q: 3 clusters Score -4331882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4331887.000000 Penalty: 3456.488770
	Iteration 34Q: 3 clusters Score -4331887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4331908.000000 Penalty: 3456.488770
	Iteration 35Q: 3 clusters Score -4331908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4331920.500000 Penalty: 3456.488770
	Iteration 36Q: 3 clusters Score -4331920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4331941.000000 Penalty: 3456.488770
	Iteration 37Q: 3 clusters Score -4331941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4331943.500000 Penalty: 3456.488770
	Iteration 38Q: 3 clusters Score -4331944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4331948.000000 Penalty: 3456.488770
	Iteration 39Q: 3 clusters Score -4331948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4331947.000000 Penalty: 3456.488770
	Iteration 40F: 3 clusters Score -4331947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4331946.500000 Penalty: 3456.488770
	Iteration 41Q: 3 clusters Score -4331946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4331954.500000 Penalty: 3456.488770
	Iteration 42Q: 3 clusters Score -4331954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4331965.000000 Penalty: 3456.488770
	Iteration 43Q: 3 clusters Score -4331965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4331970.500000 Penalty: 3456.488770
	Iteration 44Q: 3 clusters Score -4331970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4331971.000000 Penalty: 3456.488770
	Iteration 45Q: 3 clusters Score -4331971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4331990.000000 Penalty: 3456.488770
	Iteration 46Q: 3 clusters Score -4331990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4331998.500000 Penalty: 3456.488770
	Iteration 47Q: 3 clusters Score -4331998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4332011.500000 Penalty: 3456.488770
	Iteration 48Q: 3 clusters Score -4332012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4332015.000000 Penalty: 3456.488770
	Iteration 49Q: 3 clusters Score -4332015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4332029.000000 Penalty: 3456.488770
	Iteration 50Q: 3 clusters Score -4332029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4332047.000000 Penalty: 3456.488770
	Iteration 51Q: 3 clusters Score -4332047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4332052.500000 Penalty: 3456.488770
	Iteration 52Q: 3 clusters Score -4332052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4332056.500000 Penalty: 3456.488770
	Iteration 53Q: 3 clusters Score -4332056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4332060.000000 Penalty: 3456.488770
	Iteration 54Q: 3 clusters Score -4332060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4332062.000000 Penalty: 3456.488770
	Iteration 55Q: 3 clusters Score -4332062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4332065.500000 Penalty: 3456.488770
	Iteration 56Q: 3 clusters Score -4332066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4332067.000000 Penalty: 3456.488770
	Iteration 57Q: 3 clusters Score -4332067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4332072.500000 Penalty: 3456.488770
	Iteration 58Q: 3 clusters Score -4332072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4332072.000000 Penalty: 3456.488770
	Iteration 59Q: 3 clusters Score -4332072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4332075.500000 Penalty: 3456.488770
	Iteration 60F: 3 clusters Score -4332076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4332076.000000 Penalty: 3456.488770
	Iteration 61Q: 3 clusters Score -4332076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4332075.500000 Penalty: 3456.488770
	Iteration 62Q: 3 clusters Score -4332076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4332075.500000 Penalty: 3456.488770
	Iteration 63F: 3 clusters Score -4332076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -841165.375000 Penalty: 1472.643188
	Iteration 0F: 2 clusters Score -841165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -834850.250000 Penalty: 2945.286377
	Iteration 0F: 3 clusters Score -834850.2 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -836830.312500 Penalty: 2945.286377
	Iteration 1F: 3 clusters Score -836830.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -837149.000000 Penalty: 2945.286377
	Iteration 2F: 3 clusters Score -837149 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -837407.687500 Penalty: 2945.286377
	Iteration 3F: 3 clusters Score -837407.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -837629.500000 Penalty: 2945.286377
	Iteration 4F: 3 clusters Score -837629.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -837827.500000 Penalty: 2945.286377
	Iteration 5Q: 3 clusters Score -837827.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -837995.875000 Penalty: 2945.286377
	Iteration 6Q: 3 clusters Score -837995.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -838162.687500 Penalty: 2945.286377
	Iteration 7Q: 3 clusters Score -838162.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -838341.375000 Penalty: 2945.286377
	Iteration 8Q: 3 clusters Score -838341.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -838569.187500 Penalty: 2945.286377
	Iteration 9Q: 3 clusters Score -838569.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -838820.875000 Penalty: 2945.286377
	Iteration 10Q: 3 clusters Score -838820.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -839081.000000 Penalty: 2945.286377
	Iteration 11Q: 3 clusters Score -839081 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -839358.562500 Penalty: 2945.286377
	Iteration 12Q: 3 clusters Score -839358.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -839620.125000 Penalty: 2945.286377
	Iteration 13Q: 3 clusters Score -839620.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -839818.375000 Penalty: 2945.286377
	Iteration 14Q: 3 clusters Score -839818.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -839953.250000 Penalty: 2945.286377
	Iteration 15Q: 3 clusters Score -839953.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -840068.625000 Penalty: 2945.286377
	Iteration 16Q: 3 clusters Score -840068.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -840141.000000 Penalty: 2945.286377
	Iteration 17Q: 3 clusters Score -840141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -840203.437500 Penalty: 2945.286377
	Iteration 18Q: 3 clusters Score -840203.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -840239.500000 Penalty: 2945.286377
	Iteration 19Q: 3 clusters Score -840239.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -840260.250000 Penalty: 2945.286377
	Iteration 20F: 3 clusters Score -840260.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -840273.250000 Penalty: 2945.286377
	Iteration 21Q: 3 clusters Score -840273.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -840290.750000 Penalty: 2945.286377
	Iteration 22Q: 3 clusters Score -840290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -840301.437500 Penalty: 2945.286377
	Iteration 23Q: 3 clusters Score -840301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -840309.437500 Penalty: 2945.286377
	Iteration 24Q: 3 clusters Score -840309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -840315.937500 Penalty: 2945.286377
	Iteration 25Q: 3 clusters Score -840315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -840321.562500 Penalty: 2945.286377
	Iteration 26Q: 3 clusters Score -840321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -840323.250000 Penalty: 2945.286377
	Iteration 27Q: 3 clusters Score -840323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -840326.375000 Penalty: 2945.286377
	Iteration 28Q: 3 clusters Score -840326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -840328.750000 Penalty: 2945.286377
	Iteration 29Q: 3 clusters Score -840328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -840334.000000 Penalty: 2945.286377
	Iteration 30Q: 3 clusters Score -840334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -840341.062500 Penalty: 2945.286377
	Iteration 31Q: 3 clusters Score -840341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -840342.500000 Penalty: 2945.286377
	Iteration 32Q: 3 clusters Score -840342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -840343.000000 Penalty: 2945.286377
	Iteration 33Q: 3 clusters Score -840343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -840343.312500 Penalty: 2945.286377
	Iteration 34Q: 3 clusters Score -840343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -840343.312500 Penalty: 2945.286377
	Iteration 35F: 3 clusters Score -840343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Entering Unmasked Estep 
Score: -1618617.500000 Penalty: 1575.765259
	Iteration 0F: 2 clusters Score -1618618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1607314.000000 Penalty: 3151.530518
	Iteration 0F: 3 clusters Score -1607314 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1611382.250000 Penalty: 3151.530518
	Iteration 1F: 3 clusters Score -1611382 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1611742.750000 Penalty: 3151.530518
	Iteration 2F: 3 clusters Score -1611743 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1612201.875000 Penalty: 3151.530518
	Iteration 3F: 3 clusters Score -1612202 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1612818.500000 Penalty: 3151.530518
	Iteration 4F: 3 clusters Score -1612818 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1613573.000000 Penalty: 3151.530518
	Iteration 5F: 3 clusters Score -1613573 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1614390.625000 Penalty: 3151.530518
	Iteration 6F: 3 clusters Score -1614391 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1615077.375000 Penalty: 3151.530518
	Iteration 7F: 3 clusters Score -1615077 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1615493.750000 Penalty: 3151.530518
	Iteration 8F: 3 clusters Score -1615494 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1615750.125000 Penalty: 3151.530518
	Iteration 9Q: 3 clusters Score -1615750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1615928.250000 Penalty: 3151.530518
	Iteration 10Q: 3 clusters Score -1615928 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1616080.250000 Penalty: 3151.530518
	Iteration 11Q: 3 clusters Score -1616080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1616209.125000 Penalty: 3151.530518
	Iteration 12Q: 3 clusters Score -1616209 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1616335.250000 Penalty: 3151.530518
	Iteration 13Q: 3 clusters Score -1616335 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1616462.750000 Penalty: 3151.530518
	Iteration 14Q: 3 clusters Score -1616463 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1616584.875000 Penalty: 3151.530518
	Iteration 15Q: 3 clusters Score -1616585 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1616692.375000 Penalty: 3151.530518
	Iteration 16Q: 3 clusters Score -1616692 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1616812.500000 Penalty: 3151.530518
	Iteration 17Q: 3 clusters Score -1616812 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1616920.625000 Penalty: 3151.530518
	Iteration 18Q: 3 clusters Score -1616921 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1617041.875000 Penalty: 3151.530518
	Iteration 19Q: 3 clusters Score -1617042 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1617127.125000 Penalty: 3151.530518
	Iteration 20F: 3 clusters Score -1617127 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1617209.875000 Penalty: 3151.530518
	Iteration 21Q: 3 clusters Score -1617210 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1617264.625000 Penalty: 3151.530518
	Iteration 22Q: 3 clusters Score -1617265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1617307.875000 Penalty: 3151.530518
	Iteration 23Q: 3 clusters Score -1617308 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1617342.875000 Penalty: 3151.530518
	Iteration 24Q: 3 clusters Score -1617343 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1617373.000000 Penalty: 3151.530518
	Iteration 25Q: 3 clusters Score -1617373 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1617392.625000 Penalty: 3151.530518
	Iteration 26Q: 3 clusters Score -1617393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1617409.750000 Penalty: 3151.530518
	Iteration 27Q: 3 clusters Score -1617410 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1617423.500000 Penalty: 3151.530518
	Iteration 28Q: 3 clusters Score -1617424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1617431.625000 Penalty: 3151.530518
	Iteration 29Q: 3 clusters Score -1617432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1617445.625000 Penalty: 3151.530518
	Iteration 30Q: 3 clusters Score -1617446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1617464.500000 Penalty: 3151.530518
	Iteration 31Q: 3 clusters Score -1617464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1617467.375000 Penalty: 3151.530518
	Iteration 32Q: 3 clusters Score -1617467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1617473.500000 Penalty: 3151.530518
	Iteration 33Q: 3 clusters Score -1617474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1617477.875000 Penalty: 3151.530518
	Iteration 34Q: 3 clusters Score -1617478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1617484.250000 Penalty: 3151.530518
	Iteration 35Q: 3 clusters Score -1617484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1617490.875000 Penalty: 3151.530518
	Iteration 36Q: 3 clusters Score -1617491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1617492.500000 Penalty: 3151.530518
	Iteration 37Q: 3 clusters Score -1617492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1617497.375000 Penalty: 3151.530518
	Iteration 38Q: 3 clusters Score -1617497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1617500.375000 Penalty: 3151.530518
	Iteration 39Q: 3 clusters Score -1617500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1617507.000000 Penalty: 3151.530518
	Iteration 40F: 3 clusters Score -1617507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1617519.125000 Penalty: 3151.530518
	Iteration 41Q: 3 clusters Score -1617519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1617521.000000 Penalty: 3151.530518
	Iteration 42Q: 3 clusters Score -1617521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1617530.500000 Penalty: 3151.530518
	Iteration 43Q: 3 clusters Score -1617530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1617541.375000 Penalty: 3151.530518
	Iteration 44Q: 3 clusters Score -1617541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1617546.625000 Penalty: 3151.530518
	Iteration 45Q: 3 clusters Score -1617547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1617556.625000 Penalty: 3151.530518
	Iteration 46Q: 3 clusters Score -1617557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1617572.500000 Penalty: 3151.530518
	Iteration 47Q: 3 clusters Score -1617572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1617596.500000 Penalty: 3151.530518
	Iteration 48Q: 3 clusters Score -1617596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1617616.375000 Penalty: 3151.530518
	Iteration 49Q: 3 clusters Score -1617616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1617637.000000 Penalty: 3151.530518
	Iteration 50Q: 3 clusters Score -1617637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1617671.125000 Penalty: 3151.530518
	Iteration 51Q: 3 clusters Score -1617671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1617720.375000 Penalty: 3151.530518
	Iteration 52Q: 3 clusters Score -1617720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1617757.875000 Penalty: 3151.530518
	Iteration 53Q: 3 clusters Score -1617758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1617798.375000 Penalty: 3151.530518
	Iteration 54Q: 3 clusters Score -1617798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1617854.750000 Penalty: 3151.530518
	Iteration 55Q: 3 clusters Score -1617855 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1617918.250000 Penalty: 3151.530518
	Iteration 56Q: 3 clusters Score -1617918 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1617968.750000 Penalty: 3151.530518
	Iteration 57Q: 3 clusters Score -1617969 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1618028.750000 Penalty: 3151.530518
	Iteration 58Q: 3 clusters Score -1618029 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1618084.000000 Penalty: 3151.530518
	Iteration 59Q: 3 clusters Score -1618084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1618117.625000 Penalty: 3151.530518
	Iteration 60F: 3 clusters Score -1618118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1618153.125000 Penalty: 3151.530518
	Iteration 61Q: 3 clusters Score -1618153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1618182.000000 Penalty: 3151.530518
	Iteration 62Q: 3 clusters Score -1618182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1618200.625000 Penalty: 3151.530518
	Iteration 63Q: 3 clusters Score -1618201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1618213.125000 Penalty: 3151.530518
	Iteration 64Q: 3 clusters Score -1618213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1618223.000000 Penalty: 3151.530518
	Iteration 65Q: 3 clusters Score -1618223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1618229.750000 Penalty: 3151.530518
	Iteration 66Q: 3 clusters Score -1618230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1618228.875000 Penalty: 3151.530518
	Iteration 67Q: 3 clusters Score -1618229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1618232.500000 Penalty: 3151.530518
	Iteration 68Q: 3 clusters Score -1618232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1618233.250000 Penalty: 3151.530518
	Iteration 69Q: 3 clusters Score -1618233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1618232.750000 Penalty: 3151.530518
	Iteration 70Q: 3 clusters Score -1618233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1618232.375000 Penalty: 3151.530518
	Iteration 71Q: 3 clusters Score -1618232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1618238.375000 Penalty: 3151.530518
	Iteration 72Q: 3 clusters Score -1618238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1618243.625000 Penalty: 3151.530518
	Iteration 73Q: 3 clusters Score -1618244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1618239.750000 Penalty: 3151.530518
	Iteration 74Q: 3 clusters Score -1618240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1618241.125000 Penalty: 3151.530518
	Iteration 75Q: 3 clusters Score -1618241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1618243.750000 Penalty: 3151.530518
	Iteration 76Q: 3 clusters Score -1618244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1618245.250000 Penalty: 3151.530518
	Iteration 77Q: 3 clusters Score -1618245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1618243.375000 Penalty: 3151.530518
	Iteration 78Q: 3 clusters Score -1618243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1618244.000000 Penalty: 3151.530518
	Iteration 79Q: 3 clusters Score -1618244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1618243.500000 Penalty: 3151.530518
	Iteration 80F: 3 clusters Score -1618244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1618246.375000 Penalty: 3151.530518
	Iteration 81Q: 3 clusters Score -1618246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1618249.750000 Penalty: 3151.530518
	Iteration 82Q: 3 clusters Score -1618250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1618248.000000 Penalty: 3151.530518
	Iteration 83Q: 3 clusters Score -1618248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1618250.250000 Penalty: 3151.530518
	Iteration 84Q: 3 clusters Score -1618250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1618252.750000 Penalty: 3151.530518
	Iteration 85Q: 3 clusters Score -1618253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1618252.750000 Penalty: 3151.530518
	Iteration 86Q: 3 clusters Score -1618253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1618253.625000 Penalty: 3151.530518
	Iteration 87Q: 3 clusters Score -1618254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1618253.250000 Penalty: 3151.530518
	Iteration 88Q: 3 clusters Score -1618253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1618254.375000 Penalty: 3151.530518
	Iteration 89Q: 3 clusters Score -1618254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1618255.750000 Penalty: 3151.530518
	Iteration 90Q: 3 clusters Score -1618256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1618254.000000 Penalty: 3151.530518
	Iteration 91Q: 3 clusters Score -1618254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1618254.000000 Penalty: 3151.530518
	Iteration 92F: 3 clusters Score -1618254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Entering Unmasked Estep 
Score: -1812424.625000 Penalty: 1591.117798
	Iteration 0F: 2 clusters Score -1812425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1800262.125000 Penalty: 3182.235596
	Iteration 0F: 3 clusters Score -1800262 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1804643.625000 Penalty: 3182.235596
	Iteration 1F: 3 clusters Score -1804644 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1805117.375000 Penalty: 3182.235596
	Iteration 2F: 3 clusters Score -1805117 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1805599.125000 Penalty: 3182.235596
	Iteration 3F: 3 clusters Score -1805599 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1806073.875000 Penalty: 3182.235596
	Iteration 4F: 3 clusters Score -1806074 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1806579.750000 Penalty: 3182.235596
	Iteration 5F: 3 clusters Score -1806580 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1807129.125000 Penalty: 3182.235596
	Iteration 6F: 3 clusters Score -1807129 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1807664.000000 Penalty: 3182.235596
	Iteration 7F: 3 clusters Score -1807664 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1808229.750000 Penalty: 3182.235596
	Iteration 8F: 3 clusters Score -1808230 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1808796.750000 Penalty: 3182.235596
	Iteration 9Q: 3 clusters Score -1808797 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1809375.625000 Penalty: 3182.235596
	Iteration 10Q: 3 clusters Score -1809376 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1809951.625000 Penalty: 3182.235596
	Iteration 11Q: 3 clusters Score -1809952 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1810454.750000 Penalty: 3182.235596
	Iteration 12Q: 3 clusters Score -1810455 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1810795.625000 Penalty: 3182.235596
	Iteration 13Q: 3 clusters Score -1810796 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1811030.875000 Penalty: 3182.235596
	Iteration 14Q: 3 clusters Score -1811031 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1811188.625000 Penalty: 3182.235596
	Iteration 15Q: 3 clusters Score -1811189 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1811285.250000 Penalty: 3182.235596
	Iteration 16Q: 3 clusters Score -1811285 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1811348.250000 Penalty: 3182.235596
	Iteration 17Q: 3 clusters Score -1811348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1811389.000000 Penalty: 3182.235596
	Iteration 18Q: 3 clusters Score -1811389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1811409.875000 Penalty: 3182.235596
	Iteration 19Q: 3 clusters Score -1811410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1811423.125000 Penalty: 3182.235596
	Iteration 20F: 3 clusters Score -1811423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1811440.250000 Penalty: 3182.235596
	Iteration 21Q: 3 clusters Score -1811440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1811440.250000 Penalty: 3182.235596
	Iteration 22Q: 3 clusters Score -1811440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1811451.250000 Penalty: 3182.235596
	Iteration 23Q: 3 clusters Score -1811451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1811454.125000 Penalty: 3182.235596
	Iteration 24Q: 3 clusters Score -1811454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1811456.375000 Penalty: 3182.235596
	Iteration 25Q: 3 clusters Score -1811456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1811457.750000 Penalty: 3182.235596
	Iteration 26Q: 3 clusters Score -1811458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1811460.000000 Penalty: 3182.235596
	Iteration 27Q: 3 clusters Score -1811460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1811458.375000 Penalty: 3182.235596
	Iteration 28Q: 3 clusters Score -1811458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1811460.250000 Penalty: 3182.235596
	Iteration 29Q: 3 clusters Score -1811460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1811460.250000 Penalty: 3182.235596
	Iteration 30F: 3 clusters Score -1811460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -175497.765625 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -175497.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173501.203125 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -173501.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173969.375000 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -173969.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174090.578125 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -174090.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -174157.421875 Penalty: 2441.955566
	Iteration 3Q: 3 clusters Score -174157.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174190.531250 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -174190.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -174205.500000 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -174205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -174215.796875 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -174215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174225.187500 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -174225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174231.171875 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -174231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -174238.250000 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -174238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -174247.296875 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -174247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174254.078125 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -174254.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174260.031250 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -174260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -174263.562500 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -174263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174268.921875 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -174268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174274.484375 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -174274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174276.562500 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -174276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174278.406250 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -174278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174279.234375 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -174279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -174281.109375 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -174281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174282.687500 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -174282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -174284.593750 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -174284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -174285.359375 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -174285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174285.500000 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -174285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174285.406250 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -174285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174285.406250 Penalty: 2441.955566
	Iteration 25F: 3 clusters Score -174285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -340320.875000 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -340320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -337295.250000 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -337295.2 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -338047.031250 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -338047 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -338192.625000 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -338192.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -338276.281250 Penalty: 2649.089600
	Iteration 3Q: 3 clusters Score -338276.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -338342.625000 Penalty: 2649.089600
	Iteration 4Q: 3 clusters Score -338342.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -338404.906250 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -338404.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -338454.156250 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -338454.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -338490.312500 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -338490.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -338524.531250 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -338524.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -338562.312500 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -338562.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -338592.218750 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -338592.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -338620.625000 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -338620.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -338648.687500 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -338648.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -338672.625000 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -338672.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -338684.218750 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -338684.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -338699.125000 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -338699.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -338712.500000 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -338712.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -338725.843750 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -338725.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -338736.031250 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -338736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -338745.718750 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -338745.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338760.750000 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -338760.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -338779.156250 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -338779.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -338792.843750 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -338792.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -338804.531250 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -338804.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338815.468750 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -338815.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -338832.625000 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -338832.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -338848.437500 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -338848.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -338869.031250 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -338869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -338890.281250 Penalty: 2649.089600
	Iteration 28Q: 3 clusters Score -338890.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -338914.437500 Penalty: 2649.089600
	Iteration 29Q: 3 clusters Score -338914.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -338941.062500 Penalty: 2649.089600
	Iteration 30Q: 3 clusters Score -338941.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -338965.156250 Penalty: 2649.089600
	Iteration 31Q: 3 clusters Score -338965.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -338987.093750 Penalty: 2649.089600
	Iteration 32Q: 3 clusters Score -338987.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -339007.843750 Penalty: 2649.089600
	Iteration 33Q: 3 clusters Score -339007.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -339022.468750 Penalty: 2649.089600
	Iteration 34Q: 3 clusters Score -339022.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -339033.625000 Penalty: 2649.089600
	Iteration 35Q: 3 clusters Score -339033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -339039.875000 Penalty: 2649.089600
	Iteration 36Q: 3 clusters Score -339039.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -339045.968750 Penalty: 2649.089600
	Iteration 37Q: 3 clusters Score -339046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -339055.906250 Penalty: 2649.089600
	Iteration 38Q: 3 clusters Score -339055.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -339071.468750 Penalty: 2649.089600
	Iteration 39Q: 3 clusters Score -339071.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -339082.968750 Penalty: 2649.089600
	Iteration 40F: 3 clusters Score -339083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -339094.656250 Penalty: 2649.089600
	Iteration 41Q: 3 clusters Score -339094.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -339107.031250 Penalty: 2649.089600
	Iteration 42Q: 3 clusters Score -339107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -339114.125000 Penalty: 2649.089600
	Iteration 43Q: 3 clusters Score -339114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -339118.375000 Penalty: 2649.089600
	Iteration 44Q: 3 clusters Score -339118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -339121.687500 Penalty: 2649.089600
	Iteration 45Q: 3 clusters Score -339121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -339127.468750 Penalty: 2649.089600
	Iteration 46Q: 3 clusters Score -339127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -339129.156250 Penalty: 2649.089600
	Iteration 47Q: 3 clusters Score -339129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -339129.843750 Penalty: 2649.089600
	Iteration 48Q: 3 clusters Score -339129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -339130.250000 Penalty: 2649.089600
	Iteration 49Q: 3 clusters Score -339130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -339132.656250 Penalty: 2649.089600
	Iteration 50Q: 3 clusters Score -339132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -339134.687500 Penalty: 2649.089600
	Iteration 51Q: 3 clusters Score -339134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -339136.937500 Penalty: 2649.089600
	Iteration 52Q: 3 clusters Score -339136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -339137.781250 Penalty: 2649.089600
	Iteration 53Q: 3 clusters Score -339137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -339137.781250 Penalty: 2649.089600
	Iteration 54F: 3 clusters Score -339137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Entering Unmasked Estep 
Score: -3155725.500000 Penalty: 1681.666626
	Iteration 0F: 2 clusters Score -3155726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3134767.750000 Penalty: 3363.333252
	Iteration 0F: 3 clusters Score -3134768 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3142864.750000 Penalty: 3363.333252
	Iteration 1F: 3 clusters Score -3142865 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3143431.750000 Penalty: 3363.333252
	Iteration 2Q: 3 clusters Score -3143432 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3144059.750000 Penalty: 3363.333252
	Iteration 3Q: 3 clusters Score -3144060 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3144735.250000 Penalty: 3363.333252
	Iteration 4Q: 3 clusters Score -3144735 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3145475.500000 Penalty: 3363.333252
	Iteration 5Q: 3 clusters Score -3145476 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3146251.500000 Penalty: 3363.333252
	Iteration 6F: 3 clusters Score -3146252 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3147073.750000 Penalty: 3363.333252
	Iteration 7F: 3 clusters Score -3147074 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3147769.000000 Penalty: 3363.333252
	Iteration 8Q: 3 clusters Score -3147769 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3148384.500000 Penalty: 3363.333252
	Iteration 9Q: 3 clusters Score -3148384 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3148863.500000 Penalty: 3363.333252
	Iteration 10Q: 3 clusters Score -3148864 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3149241.000000 Penalty: 3363.333252
	Iteration 11Q: 3 clusters Score -3149241 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3149526.750000 Penalty: 3363.333252
	Iteration 12Q: 3 clusters Score -3149527 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3149804.250000 Penalty: 3363.333252
	Iteration 13Q: 3 clusters Score -3149804 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3150008.000000 Penalty: 3363.333252
	Iteration 14Q: 3 clusters Score -3150008 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3150200.000000 Penalty: 3363.333252
	Iteration 15Q: 3 clusters Score -3150200 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3150371.750000 Penalty: 3363.333252
	Iteration 16Q: 3 clusters Score -3150372 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3150530.500000 Penalty: 3363.333252
	Iteration 17Q: 3 clusters Score -3150530 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3150694.500000 Penalty: 3363.333252
	Iteration 18Q: 3 clusters Score -3150694 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3150861.250000 Penalty: 3363.333252
	Iteration 19Q: 3 clusters Score -3150861 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3151066.500000 Penalty: 3363.333252
	Iteration 20F: 3 clusters Score -3151066 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3151265.250000 Penalty: 3363.333252
	Iteration 21Q: 3 clusters Score -3151265 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3151516.500000 Penalty: 3363.333252
	Iteration 22Q: 3 clusters Score -3151516 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3151775.250000 Penalty: 3363.333252
	Iteration 23Q: 3 clusters Score -3151775 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3152086.750000 Penalty: 3363.333252
	Iteration 24Q: 3 clusters Score -3152087 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3152412.250000 Penalty: 3363.333252
	Iteration 25Q: 3 clusters Score -3152412 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3152729.000000 Penalty: 3363.333252
	Iteration 26Q: 3 clusters Score -3152729 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3153033.750000 Penalty: 3363.333252
	Iteration 27Q: 3 clusters Score -3153034 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3153332.500000 Penalty: 3363.333252
	Iteration 28Q: 3 clusters Score -3153332 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3153565.750000 Penalty: 3363.333252
	Iteration 29Q: 3 clusters Score -3153566 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3153801.250000 Penalty: 3363.333252
	Iteration 30Q: 3 clusters Score -3153801 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3154009.750000 Penalty: 3363.333252
	Iteration 31Q: 3 clusters Score -3154010 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3154209.000000 Penalty: 3363.333252
	Iteration 32Q: 3 clusters Score -3154209 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3154354.250000 Penalty: 3363.333252
	Iteration 33Q: 3 clusters Score -3154354 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3154501.250000 Penalty: 3363.333252
	Iteration 34Q: 3 clusters Score -3154501 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3154635.750000 Penalty: 3363.333252
	Iteration 35Q: 3 clusters Score -3154636 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3154766.750000 Penalty: 3363.333252
	Iteration 36Q: 3 clusters Score -3154767 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3154869.500000 Penalty: 3363.333252
	Iteration 37Q: 3 clusters Score -3154870 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -3154959.500000 Penalty: 3363.333252
	Iteration 38Q: 3 clusters Score -3154960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3155044.500000 Penalty: 3363.333252
	Iteration 39Q: 3 clusters Score -3155044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3155113.000000 Penalty: 3363.333252
	Iteration 40F: 3 clusters Score -3155113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3155156.500000 Penalty: 3363.333252
	Iteration 41Q: 3 clusters Score -3155156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3155197.250000 Penalty: 3363.333252
	Iteration 42Q: 3 clusters Score -3155197 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3155227.750000 Penalty: 3363.333252
	Iteration 43Q: 3 clusters Score -3155228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3155248.750000 Penalty: 3363.333252
	Iteration 44Q: 3 clusters Score -3155249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3155277.750000 Penalty: 3363.333252
	Iteration 45Q: 3 clusters Score -3155278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3155292.000000 Penalty: 3363.333252
	Iteration 46Q: 3 clusters Score -3155292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3155312.000000 Penalty: 3363.333252
	Iteration 47Q: 3 clusters Score -3155312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3155320.000000 Penalty: 3363.333252
	Iteration 48Q: 3 clusters Score -3155320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3155321.500000 Penalty: 3363.333252
	Iteration 49Q: 3 clusters Score -3155322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3155326.000000 Penalty: 3363.333252
	Iteration 50Q: 3 clusters Score -3155326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3155333.000000 Penalty: 3363.333252
	Iteration 51Q: 3 clusters Score -3155333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3155339.750000 Penalty: 3363.333252
	Iteration 52Q: 3 clusters Score -3155340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3155344.750000 Penalty: 3363.333252
	Iteration 53Q: 3 clusters Score -3155345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3155348.500000 Penalty: 3363.333252
	Iteration 54Q: 3 clusters Score -3155348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3155350.500000 Penalty: 3363.333252
	Iteration 55Q: 3 clusters Score -3155350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3155349.500000 Penalty: 3363.333252
	Iteration 56Q: 3 clusters Score -3155350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3155352.000000 Penalty: 3363.333252
	Iteration 57Q: 3 clusters Score -3155352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3155351.250000 Penalty: 3363.333252
	Iteration 58Q: 3 clusters Score -3155351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3155352.750000 Penalty: 3363.333252
	Iteration 59Q: 3 clusters Score -3155353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3155354.250000 Penalty: 3363.333252
	Iteration 60F: 3 clusters Score -3155354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3155354.250000 Penalty: 3363.333252
	Iteration 61Q: 3 clusters Score -3155354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3155354.000000 Penalty: 3363.333252
	Iteration 62Q: 3 clusters Score -3155354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -3155353.250000 Penalty: 3363.333252
	Iteration 63Q: 3 clusters Score -3155353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3155358.500000 Penalty: 3363.333252
	Iteration 64Q: 3 clusters Score -3155358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3155353.750000 Penalty: 3363.333252
	Iteration 65Q: 3 clusters Score -3155354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3155351.250000 Penalty: 3363.333252
	Iteration 66Q: 3 clusters Score -3155351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3155352.250000 Penalty: 3363.333252
	Iteration 67Q: 3 clusters Score -3155352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3155352.750000 Penalty: 3363.333252
	Iteration 68Q: 3 clusters Score -3155353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3155358.000000 Penalty: 3363.333252
	Iteration 69Q: 3 clusters Score -3155358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3155359.750000 Penalty: 3363.333252
	Iteration 70Q: 3 clusters Score -3155360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3155363.250000 Penalty: 3363.333252
	Iteration 71Q: 3 clusters Score -3155363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -3155356.750000 Penalty: 3363.333252
	Iteration 72Q: 3 clusters Score -3155357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3155364.000000 Penalty: 3363.333252
	Iteration 73Q: 3 clusters Score -3155364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3155369.250000 Penalty: 3363.333252
	Iteration 74Q: 3 clusters Score -3155369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3155370.750000 Penalty: 3363.333252
	Iteration 75Q: 3 clusters Score -3155371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3155369.250000 Penalty: 3363.333252
	Iteration 76Q: 3 clusters Score -3155369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3155372.500000 Penalty: 3363.333252
	Iteration 77Q: 3 clusters Score -3155372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3155373.500000 Penalty: 3363.333252
	Iteration 78Q: 3 clusters Score -3155374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3155375.250000 Penalty: 3363.333252
	Iteration 79Q: 3 clusters Score -3155375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3155375.500000 Penalty: 3363.333252
	Iteration 80F: 3 clusters Score -3155376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3155382.500000 Penalty: 3363.333252
	Iteration 81Q: 3 clusters Score -3155382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3155385.000000 Penalty: 3363.333252
	Iteration 82Q: 3 clusters Score -3155385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3155390.250000 Penalty: 3363.333252
	Iteration 83Q: 3 clusters Score -3155390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3155386.750000 Penalty: 3363.333252
	Iteration 84Q: 3 clusters Score -3155387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3155386.250000 Penalty: 3363.333252
	Iteration 85Q: 3 clusters Score -3155386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3155390.250000 Penalty: 3363.333252
	Iteration 86Q: 3 clusters Score -3155390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3155388.500000 Penalty: 3363.333252
	Iteration 87Q: 3 clusters Score -3155388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3155386.500000 Penalty: 3363.333252
	Iteration 88Q: 3 clusters Score -3155386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3155386.500000 Penalty: 3363.333252
	Iteration 89F: 3 clusters Score -3155386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -964356.500000 Penalty: 1487.831055
	Iteration 0F: 2 clusters Score -964356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -957555.812500 Penalty: 2975.662109
	Iteration 0F: 3 clusters Score -957555.8 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -959827.437500 Penalty: 2975.662109
	Iteration 1F: 3 clusters Score -959827.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -960122.437500 Penalty: 2975.662109
	Iteration 2F: 3 clusters Score -960122.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -960409.437500 Penalty: 2975.662109
	Iteration 3F: 3 clusters Score -960409.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -960718.125000 Penalty: 2975.662109
	Iteration 4F: 3 clusters Score -960718.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -961065.562500 Penalty: 2975.662109
	Iteration 5F: 3 clusters Score -961065.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -961447.937500 Penalty: 2975.662109
	Iteration 6F: 3 clusters Score -961447.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -961813.437500 Penalty: 2975.662109
	Iteration 7F: 3 clusters Score -961813.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -962176.500000 Penalty: 2975.662109
	Iteration 8Q: 3 clusters Score -962176.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -962522.250000 Penalty: 2975.662109
	Iteration 9Q: 3 clusters Score -962522.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -962881.250000 Penalty: 2975.662109
	Iteration 10Q: 3 clusters Score -962881.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -963213.687500 Penalty: 2975.662109
	Iteration 11Q: 3 clusters Score -963213.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -963492.375000 Penalty: 2975.662109
	Iteration 12Q: 3 clusters Score -963492.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -963676.500000 Penalty: 2975.662109
	Iteration 13Q: 3 clusters Score -963676.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -963797.750000 Penalty: 2975.662109
	Iteration 14Q: 3 clusters Score -963797.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -963858.812500 Penalty: 2975.662109
	Iteration 15Q: 3 clusters Score -963858.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -963892.250000 Penalty: 2975.662109
	Iteration 16Q: 3 clusters Score -963892.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -963902.437500 Penalty: 2975.662109
	Iteration 17Q: 3 clusters Score -963902.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -963909.687500 Penalty: 2975.662109
	Iteration 18Q: 3 clusters Score -963909.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -963910.750000 Penalty: 2975.662109
	Iteration 19Q: 3 clusters Score -963910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -963914.437500 Penalty: 2975.662109
	Iteration 20F: 3 clusters Score -963914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -963917.125000 Penalty: 2975.662109
	Iteration 21Q: 3 clusters Score -963917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -963919.500000 Penalty: 2975.662109
	Iteration 22Q: 3 clusters Score -963919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -963920.187500 Penalty: 2975.662109
	Iteration 23Q: 3 clusters Score -963920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -963921.250000 Penalty: 2975.662109
	Iteration 24Q: 3 clusters Score -963921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -963925.500000 Penalty: 2975.662109
	Iteration 25Q: 3 clusters Score -963925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -963925.375000 Penalty: 2975.662109
	Iteration 26Q: 3 clusters Score -963925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -963925.250000 Penalty: 2975.662109
	Iteration 27Q: 3 clusters Score -963925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -963925.812500 Penalty: 2975.662109
	Iteration 28Q: 3 clusters Score -963925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -963925.875000 Penalty: 2975.662109
	Iteration 29Q: 3 clusters Score -963925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -963924.500000 Penalty: 2975.662109
	Iteration 30Q: 3 clusters Score -963924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -963925.687500 Penalty: 2975.662109
	Iteration 31Q: 3 clusters Score -963925.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -963926.812500 Penalty: 2975.662109
	Iteration 32Q: 3 clusters Score -963926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -963925.687500 Penalty: 2975.662109
	Iteration 33Q: 3 clusters Score -963925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -963924.000000 Penalty: 2975.662109
	Iteration 34Q: 3 clusters Score -963924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -963923.625000 Penalty: 2975.662109
	Iteration 35Q: 3 clusters Score -963923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -963925.937500 Penalty: 2975.662109
	Iteration 36Q: 3 clusters Score -963925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -963925.937500 Penalty: 2975.662109
	Iteration 37F: 3 clusters Score -963925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -117340.070312 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -117340.1 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 722 members 
Entering Unmasked Estep 
Score: -115601.726562 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -115601.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -116054.015625 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -116054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -116317.750000 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -116317.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -116508.804688 Penalty: 2362.398926
	Iteration 3F: 3 clusters Score -116508.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -116667.484375 Penalty: 2362.398926
	Iteration 4F: 3 clusters Score -116667.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -116798.976562 Penalty: 2362.398926
	Iteration 5F: 3 clusters Score -116799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116881.445312 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -116881.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -116913.093750 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -116913.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -116935.835938 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -116935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -116944.000000 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -116944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -116950.507812 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -116950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -116955.992188 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -116956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -116957.937500 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -116957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116961.546875 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -116961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -116964.179688 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -116964.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116968.101562 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -116968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116969.726562 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -116969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -116971.062500 Penalty: 2362.398926
	Iteration 17Q: 3 clusters Score -116971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -116971.679688 Penalty: 2362.398926
	Iteration 18Q: 3 clusters Score -116971.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -116971.679688 Penalty: 2362.398926
	Iteration 19F: 3 clusters Score -116971.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Entering Unmasked Estep 
Score: -2326442.750000 Penalty: 1629.758423
	Iteration 0F: 2 clusters Score -2326443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2311108.500000 Penalty: 3259.516846
	Iteration 0F: 3 clusters Score -2311108 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2317193.500000 Penalty: 3259.516846
	Iteration 1F: 3 clusters Score -2317194 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2318026.250000 Penalty: 3259.516846
	Iteration 2F: 3 clusters Score -2318026 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2318983.750000 Penalty: 3259.516846
	Iteration 3F: 3 clusters Score -2318984 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2319948.750000 Penalty: 3259.516846
	Iteration 4F: 3 clusters Score -2319949 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2320716.000000 Penalty: 3259.516846
	Iteration 5F: 3 clusters Score -2320716 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2321231.250000 Penalty: 3259.516846
	Iteration 6F: 3 clusters Score -2321231 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2321559.500000 Penalty: 3259.516846
	Iteration 7Q: 3 clusters Score -2321560 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2321815.250000 Penalty: 3259.516846
	Iteration 8Q: 3 clusters Score -2321815 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2322015.500000 Penalty: 3259.516846
	Iteration 9Q: 3 clusters Score -2322016 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2322212.500000 Penalty: 3259.516846
	Iteration 10Q: 3 clusters Score -2322212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2322419.000000 Penalty: 3259.516846
	Iteration 11Q: 3 clusters Score -2322419 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2322653.500000 Penalty: 3259.516846
	Iteration 12Q: 3 clusters Score -2322654 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2322883.250000 Penalty: 3259.516846
	Iteration 13Q: 3 clusters Score -2322883 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2323136.500000 Penalty: 3259.516846
	Iteration 14Q: 3 clusters Score -2323136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2323423.750000 Penalty: 3259.516846
	Iteration 15Q: 3 clusters Score -2323424 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2323751.500000 Penalty: 3259.516846
	Iteration 16Q: 3 clusters Score -2323752 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2324025.750000 Penalty: 3259.516846
	Iteration 17Q: 3 clusters Score -2324026 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2324288.000000 Penalty: 3259.516846
	Iteration 18Q: 3 clusters Score -2324288 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2324472.000000 Penalty: 3259.516846
	Iteration 19Q: 3 clusters Score -2324472 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2324586.750000 Penalty: 3259.516846
	Iteration 20F: 3 clusters Score -2324587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2324684.000000 Penalty: 3259.516846
	Iteration 21Q: 3 clusters Score -2324684 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2324752.500000 Penalty: 3259.516846
	Iteration 22Q: 3 clusters Score -2324752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2324803.750000 Penalty: 3259.516846
	Iteration 23Q: 3 clusters Score -2324804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2324857.500000 Penalty: 3259.516846
	Iteration 24Q: 3 clusters Score -2324858 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2324896.250000 Penalty: 3259.516846
	Iteration 25Q: 3 clusters Score -2324896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2324938.250000 Penalty: 3259.516846
	Iteration 26Q: 3 clusters Score -2324938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2324961.250000 Penalty: 3259.516846
	Iteration 27Q: 3 clusters Score -2324961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2324986.500000 Penalty: 3259.516846
	Iteration 28Q: 3 clusters Score -2324986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2325002.750000 Penalty: 3259.516846
	Iteration 29Q: 3 clusters Score -2325003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2325026.250000 Penalty: 3259.516846
	Iteration 30Q: 3 clusters Score -2325026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2325039.000000 Penalty: 3259.516846
	Iteration 31Q: 3 clusters Score -2325039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2325045.500000 Penalty: 3259.516846
	Iteration 32Q: 3 clusters Score -2325046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2325058.750000 Penalty: 3259.516846
	Iteration 33Q: 3 clusters Score -2325059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2325065.250000 Penalty: 3259.516846
	Iteration 34Q: 3 clusters Score -2325065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2325072.750000 Penalty: 3259.516846
	Iteration 35Q: 3 clusters Score -2325073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2325086.500000 Penalty: 3259.516846
	Iteration 36Q: 3 clusters Score -2325086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2325085.250000 Penalty: 3259.516846
	Iteration 37Q: 3 clusters Score -2325085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2325092.750000 Penalty: 3259.516846
	Iteration 38Q: 3 clusters Score -2325093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2325096.500000 Penalty: 3259.516846
	Iteration 39Q: 3 clusters Score -2325096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2325099.750000 Penalty: 3259.516846
	Iteration 40F: 3 clusters Score -2325100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2325102.000000 Penalty: 3259.516846
	Iteration 41Q: 3 clusters Score -2325102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2325106.250000 Penalty: 3259.516846
	Iteration 42Q: 3 clusters Score -2325106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2325104.750000 Penalty: 3259.516846
	Iteration 43Q: 3 clusters Score -2325105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2325103.750000 Penalty: 3259.516846
	Iteration 44Q: 3 clusters Score -2325104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2325108.500000 Penalty: 3259.516846
	Iteration 45Q: 3 clusters Score -2325108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2325109.250000 Penalty: 3259.516846
	Iteration 46Q: 3 clusters Score -2325109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2325108.250000 Penalty: 3259.516846
	Iteration 47Q: 3 clusters Score -2325108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2325110.500000 Penalty: 3259.516846
	Iteration 48Q: 3 clusters Score -2325110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2325110.500000 Penalty: 3259.516846
	Iteration 49Q: 3 clusters Score -2325110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2325109.000000 Penalty: 3259.516846
	Iteration 50Q: 3 clusters Score -2325109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2325114.500000 Penalty: 3259.516846
	Iteration 51Q: 3 clusters Score -2325114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2325112.000000 Penalty: 3259.516846
	Iteration 52Q: 3 clusters Score -2325112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2325111.750000 Penalty: 3259.516846
	Iteration 53Q: 3 clusters Score -2325112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2325110.500000 Penalty: 3259.516846
	Iteration 54Q: 3 clusters Score -2325110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2325119.000000 Penalty: 3259.516846
	Iteration 55Q: 3 clusters Score -2325119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2325120.500000 Penalty: 3259.516846
	Iteration 56Q: 3 clusters Score -2325120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2325119.000000 Penalty: 3259.516846
	Iteration 57Q: 3 clusters Score -2325119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2325120.750000 Penalty: 3259.516846
	Iteration 58Q: 3 clusters Score -2325121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2325122.500000 Penalty: 3259.516846
	Iteration 59Q: 3 clusters Score -2325122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2325121.750000 Penalty: 3259.516846
	Iteration 60F: 3 clusters Score -2325122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2325122.500000 Penalty: 3259.516846
	Iteration 61Q: 3 clusters Score -2325122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2325123.000000 Penalty: 3259.516846
	Iteration 62Q: 3 clusters Score -2325123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2325123.250000 Penalty: 3259.516846
	Iteration 63Q: 3 clusters Score -2325123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2325123.250000 Penalty: 3259.516846
	Iteration 64F: 3 clusters Score -2325123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -194221.406250 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -194221.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -192115.187500 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -192115.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -192654.593750 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -192654.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -192983.281250 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -192983.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193300.593750 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -193300.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193540.593750 Penalty: 2477.047607
	Iteration 4F: 3 clusters Score -193540.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -193708.796875 Penalty: 2477.047607
	Iteration 5F: 3 clusters Score -193708.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -193827.859375 Penalty: 2477.047607
	Iteration 6Q: 3 clusters Score -193827.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -193925.031250 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -193925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -193987.625000 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -193987.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194032.171875 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -194032.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -194069.046875 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -194069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194116.000000 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -194116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194169.187500 Penalty: 2477.047607
	Iteration 12Q: 3 clusters Score -194169.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -194220.296875 Penalty: 2477.047607
	Iteration 13Q: 3 clusters Score -194220.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -194248.687500 Penalty: 2477.047607
	Iteration 14Q: 3 clusters Score -194248.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -194270.171875 Penalty: 2477.047607
	Iteration 15Q: 3 clusters Score -194270.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -194295.296875 Penalty: 2477.047607
	Iteration 16Q: 3 clusters Score -194295.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -194316.578125 Penalty: 2477.047607
	Iteration 17Q: 3 clusters Score -194316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -194326.750000 Penalty: 2477.047607
	Iteration 18Q: 3 clusters Score -194326.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -194333.562500 Penalty: 2477.047607
	Iteration 19Q: 3 clusters Score -194333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -194380.640625 Penalty: 2477.047607
	Iteration 20F: 3 clusters Score -194380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -194433.500000 Penalty: 2477.047607
	Iteration 21Q: 3 clusters Score -194433.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -194456.562500 Penalty: 2477.047607
	Iteration 22Q: 3 clusters Score -194456.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -194479.812500 Penalty: 2477.047607
	Iteration 23Q: 3 clusters Score -194479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -194494.125000 Penalty: 2477.047607
	Iteration 24Q: 3 clusters Score -194494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194509.671875 Penalty: 2477.047607
	Iteration 25Q: 3 clusters Score -194509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -194515.328125 Penalty: 2477.047607
	Iteration 26Q: 3 clusters Score -194515.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -194522.812500 Penalty: 2477.047607
	Iteration 27Q: 3 clusters Score -194522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -194523.453125 Penalty: 2477.047607
	Iteration 28Q: 3 clusters Score -194523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -194523.453125 Penalty: 2477.047607
	Iteration 29F: 3 clusters Score -194523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 1392 members 
Entering Unmasked Estep 
Score: -54945404.000000 Penalty: 85999.031250
Splitting cluster 15 changes total score from -54946172.000000 to -54945404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Entering Unmasked Estep 
Score: -1273584.625000 Penalty: 1533.667480
	Iteration 0F: 2 clusters Score -1273585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1264684.500000 Penalty: 3067.334961
	Iteration 0F: 3 clusters Score -1264684 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1268113.750000 Penalty: 3067.334961
	Iteration 1F: 3 clusters Score -1268114 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1269055.000000 Penalty: 3067.334961
	Iteration 2F: 3 clusters Score -1269055 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1269992.875000 Penalty: 3067.334961
	Iteration 3F: 3 clusters Score -1269993 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1270772.875000 Penalty: 3067.334961
	Iteration 4F: 3 clusters Score -1270773 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1271439.250000 Penalty: 3067.334961
	Iteration 5F: 3 clusters Score -1271439 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1271997.250000 Penalty: 3067.334961
	Iteration 6F: 3 clusters Score -1271997 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1272477.000000 Penalty: 3067.334961
	Iteration 7Q: 3 clusters Score -1272477 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1272978.125000 Penalty: 3067.334961
	Iteration 8Q: 3 clusters Score -1272978 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1273292.500000 Penalty: 3067.334961
	Iteration 9Q: 3 clusters Score -1273292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1273452.875000 Penalty: 3067.334961
	Iteration 10Q: 3 clusters Score -1273453 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1273530.750000 Penalty: 3067.334961
	Iteration 11Q: 3 clusters Score -1273531 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1273573.750000 Penalty: 3067.334961
	Iteration 12Q: 3 clusters Score -1273574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1273609.750000 Penalty: 3067.334961
	Iteration 13Q: 3 clusters Score -1273610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1273644.250000 Penalty: 3067.334961
	Iteration 14Q: 3 clusters Score -1273644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1273667.000000 Penalty: 3067.334961
	Iteration 15Q: 3 clusters Score -1273667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1273681.000000 Penalty: 3067.334961
	Iteration 16Q: 3 clusters Score -1273681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1273707.500000 Penalty: 3067.334961
	Iteration 17Q: 3 clusters Score -1273708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1273722.625000 Penalty: 3067.334961
	Iteration 18Q: 3 clusters Score -1273723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1273738.125000 Penalty: 3067.334961
	Iteration 19Q: 3 clusters Score -1273738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1273754.000000 Penalty: 3067.334961
	Iteration 20F: 3 clusters Score -1273754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1273763.250000 Penalty: 3067.334961
	Iteration 21Q: 3 clusters Score -1273763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1273768.000000 Penalty: 3067.334961
	Iteration 22Q: 3 clusters Score -1273768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1273776.375000 Penalty: 3067.334961
	Iteration 23Q: 3 clusters Score -1273776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1273783.375000 Penalty: 3067.334961
	Iteration 24Q: 3 clusters Score -1273783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1273789.625000 Penalty: 3067.334961
	Iteration 25Q: 3 clusters Score -1273790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1273792.000000 Penalty: 3067.334961
	Iteration 26Q: 3 clusters Score -1273792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1273793.125000 Penalty: 3067.334961
	Iteration 27Q: 3 clusters Score -1273793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1273794.000000 Penalty: 3067.334961
	Iteration 28Q: 3 clusters Score -1273794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1273797.375000 Penalty: 3067.334961
	Iteration 29Q: 3 clusters Score -1273797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1273798.375000 Penalty: 3067.334961
	Iteration 30Q: 3 clusters Score -1273798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1273798.250000 Penalty: 3067.334961
	Iteration 31Q: 3 clusters Score -1273798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1273798.875000 Penalty: 3067.334961
	Iteration 32Q: 3 clusters Score -1273799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1273796.500000 Penalty: 3067.334961
	Iteration 33Q: 3 clusters Score -1273796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1273800.875000 Penalty: 3067.334961
	Iteration 34Q: 3 clusters Score -1273801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1273801.375000 Penalty: 3067.334961
	Iteration 35Q: 3 clusters Score -1273801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1273802.750000 Penalty: 3067.334961
	Iteration 36Q: 3 clusters Score -1273803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1273802.000000 Penalty: 3067.334961
	Iteration 37Q: 3 clusters Score -1273802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1273801.125000 Penalty: 3067.334961
	Iteration 38Q: 3 clusters Score -1273801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1273801.500000 Penalty: 3067.334961
	Iteration 39Q: 3 clusters Score -1273802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1273802.750000 Penalty: 3067.334961
	Iteration 40F: 3 clusters Score -1273803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1273799.625000 Penalty: 3067.334961
	Iteration 41Q: 3 clusters Score -1273800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1273802.500000 Penalty: 3067.334961
	Iteration 42Q: 3 clusters Score -1273802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1273804.875000 Penalty: 3067.334961
	Iteration 43Q: 3 clusters Score -1273805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1273803.125000 Penalty: 3067.334961
	Iteration 44Q: 3 clusters Score -1273803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1273801.750000 Penalty: 3067.334961
	Iteration 45Q: 3 clusters Score -1273802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1273803.750000 Penalty: 3067.334961
	Iteration 46Q: 3 clusters Score -1273804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1273802.625000 Penalty: 3067.334961
	Iteration 47Q: 3 clusters Score -1273803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1273802.625000 Penalty: 3067.334961
	Iteration 48F: 3 clusters Score -1273803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 9919 members 
Entering Unmasked Estep 
Score: -54945764.000000 Penalty: 85999.031250
Splitting cluster 16 changes total score from -54946172.000000 to -54945764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -38885.097656 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -38885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37945.468750 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -37945.47 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38114.300781 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -38114.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38191.035156 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -38191.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38226.093750 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -38226.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38342.855469 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -38342.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38396.734375 Penalty: 1966.163452
	Iteration 5F: 3 clusters Score -38396.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38496.304688 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -38496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38527.128906 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -38527.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38553.316406 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -38553.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -38559.496094 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -38559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38566.914062 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -38566.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38573.832031 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -38573.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38573.832031 Penalty: 1966.163452
	Iteration 12F: 3 clusters Score -38573.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Entering Unmasked Estep 
Score: -6923632.500000 Penalty: 1807.238281
	Iteration 0F: 2 clusters Score -6923632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -6878425.500000 Penalty: 3614.476562
	Iteration 0F: 3 clusters Score -6878426 nChanged 32099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -6896622.500000 Penalty: 3614.476562
	Iteration 1F: 3 clusters Score -6896622 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -6897466.000000 Penalty: 3614.476562
	Iteration 2Q: 3 clusters Score -6897466 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -6898630.000000 Penalty: 3614.476562
	Iteration 3Q: 3 clusters Score -6898630 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -6900072.500000 Penalty: 3614.476562
	Iteration 4Q: 3 clusters Score -6900072 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -6901604.500000 Penalty: 3614.476562
	Iteration 5Q: 3 clusters Score -6901604 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -6903250.500000 Penalty: 3614.476562
	Iteration 6Q: 3 clusters Score -6903250 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -6904962.500000 Penalty: 3614.476562
	Iteration 7Q: 3 clusters Score -6904962 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -6906774.500000 Penalty: 3614.476562
	Iteration 8F: 3 clusters Score -6906774 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6908869.500000 Penalty: 3614.476562
	Iteration 9Q: 3 clusters Score -6908870 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6911286.000000 Penalty: 3614.476562
	Iteration 10Q: 3 clusters Score -6911286 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -6913486.000000 Penalty: 3614.476562
	Iteration 11Q: 3 clusters Score -6913486 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -6914919.000000 Penalty: 3614.476562
	Iteration 12Q: 3 clusters Score -6914919 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -6915794.500000 Penalty: 3614.476562
	Iteration 13Q: 3 clusters Score -6915794 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6916352.500000 Penalty: 3614.476562
	Iteration 14Q: 3 clusters Score -6916352 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -6916797.500000 Penalty: 3614.476562
	Iteration 15Q: 3 clusters Score -6916798 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -6917180.000000 Penalty: 3614.476562
	Iteration 16Q: 3 clusters Score -6917180 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6917511.000000 Penalty: 3614.476562
	Iteration 17Q: 3 clusters Score -6917511 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -6917761.500000 Penalty: 3614.476562
	Iteration 18Q: 3 clusters Score -6917762 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6917950.500000 Penalty: 3614.476562
	Iteration 19Q: 3 clusters Score -6917950 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -6918052.000000 Penalty: 3614.476562
	Iteration 20F: 3 clusters Score -6918052 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -6918187.500000 Penalty: 3614.476562
	Iteration 21Q: 3 clusters Score -6918188 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
Score: -6918281.000000 Penalty: 3614.476562
	Iteration 22Q: 3 clusters Score -6918281 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -6918392.000000 Penalty: 3614.476562
	Iteration 23Q: 3 clusters Score -6918392 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -6918492.500000 Penalty: 3614.476562
	Iteration 24Q: 3 clusters Score -6918492 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -6918578.500000 Penalty: 3614.476562
	Iteration 25Q: 3 clusters Score -6918578 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -6918656.000000 Penalty: 3614.476562
	Iteration 26Q: 3 clusters Score -6918656 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -6918735.000000 Penalty: 3614.476562
	Iteration 27Q: 3 clusters Score -6918735 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -6918841.000000 Penalty: 3614.476562
	Iteration 28Q: 3 clusters Score -6918841 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -6918979.000000 Penalty: 3614.476562
	Iteration 29Q: 3 clusters Score -6918979 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -6919086.000000 Penalty: 3614.476562
	Iteration 30Q: 3 clusters Score -6919086 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -6919210.000000 Penalty: 3614.476562
	Iteration 31Q: 3 clusters Score -6919210 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -6919378.500000 Penalty: 3614.476562
	Iteration 32Q: 3 clusters Score -6919378 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -6919524.500000 Penalty: 3614.476562
	Iteration 33Q: 3 clusters Score -6919524 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -6919657.500000 Penalty: 3614.476562
	Iteration 34Q: 3 clusters Score -6919658 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -6919867.000000 Penalty: 3614.476562
	Iteration 35Q: 3 clusters Score -6919867 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -6920044.000000 Penalty: 3614.476562
	Iteration 36Q: 3 clusters Score -6920044 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -6920267.500000 Penalty: 3614.476562
	Iteration 37Q: 3 clusters Score -6920268 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -6920434.500000 Penalty: 3614.476562
	Iteration 38Q: 3 clusters Score -6920434 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -6920658.500000 Penalty: 3614.476562
	Iteration 39Q: 3 clusters Score -6920658 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -6920828.000000 Penalty: 3614.476562
	Iteration 40F: 3 clusters Score -6920828 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -6921028.000000 Penalty: 3614.476562
	Iteration 41Q: 3 clusters Score -6921028 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -6921187.000000 Penalty: 3614.476562
	Iteration 42Q: 3 clusters Score -6921187 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -6921343.000000 Penalty: 3614.476562
	Iteration 43Q: 3 clusters Score -6921343 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -6921527.500000 Penalty: 3614.476562
	Iteration 44Q: 3 clusters Score -6921528 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -6921727.500000 Penalty: 3614.476562
	Iteration 45Q: 3 clusters Score -6921728 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -6921911.000000 Penalty: 3614.476562
	Iteration 46Q: 3 clusters Score -6921911 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -6922043.000000 Penalty: 3614.476562
	Iteration 47Q: 3 clusters Score -6922043 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -6922121.500000 Penalty: 3614.476562
	Iteration 48Q: 3 clusters Score -6922122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -6922182.500000 Penalty: 3614.476562
	Iteration 49Q: 3 clusters Score -6922182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -6922200.500000 Penalty: 3614.476562
	Iteration 50Q: 3 clusters Score -6922200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -6922226.500000 Penalty: 3614.476562
	Iteration 51Q: 3 clusters Score -6922226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -6922253.500000 Penalty: 3614.476562
	Iteration 52Q: 3 clusters Score -6922254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -6922278.500000 Penalty: 3614.476562
	Iteration 53Q: 3 clusters Score -6922278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -6922303.500000 Penalty: 3614.476562
	Iteration 54Q: 3 clusters Score -6922304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -6922303.500000 Penalty: 3614.476562
	Iteration 55Q: 3 clusters Score -6922304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -6922315.000000 Penalty: 3614.476562
	Iteration 56Q: 3 clusters Score -6922315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -6922334.000000 Penalty: 3614.476562
	Iteration 57Q: 3 clusters Score -6922334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -6922342.000000 Penalty: 3614.476562
	Iteration 58Q: 3 clusters Score -6922342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -6922356.500000 Penalty: 3614.476562
	Iteration 59Q: 3 clusters Score -6922356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -6922365.500000 Penalty: 3614.476562
	Iteration 60F: 3 clusters Score -6922366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -6922369.500000 Penalty: 3614.476562
	Iteration 61Q: 3 clusters Score -6922370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -6922386.500000 Penalty: 3614.476562
	Iteration 62Q: 3 clusters Score -6922386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -6922396.500000 Penalty: 3614.476562
	Iteration 63Q: 3 clusters Score -6922396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -6922400.500000 Penalty: 3614.476562
	Iteration 64Q: 3 clusters Score -6922400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -6922398.500000 Penalty: 3614.476562
	Iteration 65Q: 3 clusters Score -6922398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -6922401.000000 Penalty: 3614.476562
	Iteration 66Q: 3 clusters Score -6922401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -6922405.000000 Penalty: 3614.476562
	Iteration 67Q: 3 clusters Score -6922405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -6922408.000000 Penalty: 3614.476562
	Iteration 68Q: 3 clusters Score -6922408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -6922413.500000 Penalty: 3614.476562
	Iteration 69Q: 3 clusters Score -6922414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -6922415.000000 Penalty: 3614.476562
	Iteration 70Q: 3 clusters Score -6922415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -6922430.000000 Penalty: 3614.476562
	Iteration 71Q: 3 clusters Score -6922430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -6922438.500000 Penalty: 3614.476562
	Iteration 72Q: 3 clusters Score -6922438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -6922440.500000 Penalty: 3614.476562
	Iteration 73Q: 3 clusters Score -6922440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -6922439.500000 Penalty: 3614.476562
	Iteration 74Q: 3 clusters Score -6922440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -6922437.500000 Penalty: 3614.476562
	Iteration 75Q: 3 clusters Score -6922438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -6922437.500000 Penalty: 3614.476562
	Iteration 76Q: 3 clusters Score -6922438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -6922437.500000 Penalty: 3614.476562
	Iteration 77F: 3 clusters Score -6922438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Entering Unmasked Estep 
Score: -7999833.500000 Penalty: 1825.422607
	Iteration 0F: 2 clusters Score -7999834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7949369.000000 Penalty: 3650.845215
	Iteration 0F: 3 clusters Score -7949369 nChanged 35948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -7970310.000000 Penalty: 3650.845215
	Iteration 1F: 3 clusters Score -7970310 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7971505.000000 Penalty: 3650.845215
	Iteration 2Q: 3 clusters Score -7971505 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -7973077.500000 Penalty: 3650.845215
	Iteration 3Q: 3 clusters Score -7973078 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7975283.500000 Penalty: 3650.845215
	Iteration 4F: 3 clusters Score -7975284 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -7977927.500000 Penalty: 3650.845215
	Iteration 5F: 3 clusters Score -7977928 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -7980822.500000 Penalty: 3650.845215
	Iteration 6F: 3 clusters Score -7980822 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -7983805.500000 Penalty: 3650.845215
	Iteration 7F: 3 clusters Score -7983806 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -7986503.000000 Penalty: 3650.845215
	Iteration 8F: 3 clusters Score -7986503 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -7988454.500000 Penalty: 3650.845215
	Iteration 9Q: 3 clusters Score -7988454 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -7989605.500000 Penalty: 3650.845215
	Iteration 10Q: 3 clusters Score -7989606 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -7990501.500000 Penalty: 3650.845215
	Iteration 11Q: 3 clusters Score -7990502 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7991482.500000 Penalty: 3650.845215
	Iteration 12Q: 3 clusters Score -7991482 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7992565.500000 Penalty: 3650.845215
	Iteration 13Q: 3 clusters Score -7992566 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -7993550.000000 Penalty: 3650.845215
	Iteration 14Q: 3 clusters Score -7993550 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -7994490.500000 Penalty: 3650.845215
	Iteration 15Q: 3 clusters Score -7994490 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -7995176.500000 Penalty: 3650.845215
	Iteration 16Q: 3 clusters Score -7995176 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7995649.500000 Penalty: 3650.845215
	Iteration 17Q: 3 clusters Score -7995650 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -7996060.000000 Penalty: 3650.845215
	Iteration 18Q: 3 clusters Score -7996060 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -7996427.000000 Penalty: 3650.845215
	Iteration 19Q: 3 clusters Score -7996427 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -7996760.000000 Penalty: 3650.845215
	Iteration 20F: 3 clusters Score -7996760 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -7997002.000000 Penalty: 3650.845215
	Iteration 21Q: 3 clusters Score -7997002 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -7997176.000000 Penalty: 3650.845215
	Iteration 22Q: 3 clusters Score -7997176 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -7997358.000000 Penalty: 3650.845215
	Iteration 23Q: 3 clusters Score -7997358 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -7997581.000000 Penalty: 3650.845215
	Iteration 24Q: 3 clusters Score -7997581 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -7997749.500000 Penalty: 3650.845215
	Iteration 25Q: 3 clusters Score -7997750 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -7997892.500000 Penalty: 3650.845215
	Iteration 26Q: 3 clusters Score -7997892 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -7998010.000000 Penalty: 3650.845215
	Iteration 27Q: 3 clusters Score -7998010 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -7998099.000000 Penalty: 3650.845215
	Iteration 28Q: 3 clusters Score -7998099 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -7998171.500000 Penalty: 3650.845215
	Iteration 29Q: 3 clusters Score -7998172 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -7998229.000000 Penalty: 3650.845215
	Iteration 30Q: 3 clusters Score -7998229 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -7998278.500000 Penalty: 3650.845215
	Iteration 31Q: 3 clusters Score -7998278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -7998328.000000 Penalty: 3650.845215
	Iteration 32Q: 3 clusters Score -7998328 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -7998409.000000 Penalty: 3650.845215
	Iteration 33Q: 3 clusters Score -7998409 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -7998447.500000 Penalty: 3650.845215
	Iteration 34Q: 3 clusters Score -7998448 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -7998473.500000 Penalty: 3650.845215
	Iteration 35Q: 3 clusters Score -7998474 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -7998492.000000 Penalty: 3650.845215
	Iteration 36Q: 3 clusters Score -7998492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -7998518.000000 Penalty: 3650.845215
	Iteration 37Q: 3 clusters Score -7998518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -7998537.000000 Penalty: 3650.845215
	Iteration 38Q: 3 clusters Score -7998537 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -7998571.500000 Penalty: 3650.845215
	Iteration 39Q: 3 clusters Score -7998572 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -7998600.500000 Penalty: 3650.845215
	Iteration 40F: 3 clusters Score -7998600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -7998626.500000 Penalty: 3650.845215
	Iteration 41Q: 3 clusters Score -7998626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -7998645.500000 Penalty: 3650.845215
	Iteration 42Q: 3 clusters Score -7998646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -7998644.000000 Penalty: 3650.845215
	Iteration 43Q: 3 clusters Score -7998644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -7998661.000000 Penalty: 3650.845215
	Iteration 44Q: 3 clusters Score -7998661 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -7998696.000000 Penalty: 3650.845215
	Iteration 45Q: 3 clusters Score -7998696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -7998708.500000 Penalty: 3650.845215
	Iteration 46Q: 3 clusters Score -7998708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -7998730.500000 Penalty: 3650.845215
	Iteration 47Q: 3 clusters Score -7998730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -7998740.500000 Penalty: 3650.845215
	Iteration 48Q: 3 clusters Score -7998740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -7998756.000000 Penalty: 3650.845215
	Iteration 49Q: 3 clusters Score -7998756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -7998770.500000 Penalty: 3650.845215
	Iteration 50Q: 3 clusters Score -7998770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -7998766.500000 Penalty: 3650.845215
	Iteration 51Q: 3 clusters Score -7998766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -7998766.000000 Penalty: 3650.845215
	Iteration 52Q: 3 clusters Score -7998766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -7998753.500000 Penalty: 3650.845215
	Iteration 53Q: 3 clusters Score -7998754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -7998766.000000 Penalty: 3650.845215
	Iteration 54Q: 3 clusters Score -7998766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -7998762.000000 Penalty: 3650.845215
	Iteration 55Q: 3 clusters Score -7998762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -7998768.500000 Penalty: 3650.845215
	Iteration 56Q: 3 clusters Score -7998768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -7998770.000000 Penalty: 3650.845215
	Iteration 57Q: 3 clusters Score -7998770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -7998774.000000 Penalty: 3650.845215
	Iteration 58Q: 3 clusters Score -7998774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -7998775.500000 Penalty: 3650.845215
	Iteration 59Q: 3 clusters Score -7998776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -7998774.500000 Penalty: 3650.845215
	Iteration 60F: 3 clusters Score -7998774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -7998784.500000 Penalty: 3650.845215
	Iteration 61Q: 3 clusters Score -7998784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -7998792.500000 Penalty: 3650.845215
	Iteration 62Q: 3 clusters Score -7998792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -7998789.000000 Penalty: 3650.845215
	Iteration 63Q: 3 clusters Score -7998789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -7998793.000000 Penalty: 3650.845215
	Iteration 64Q: 3 clusters Score -7998793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -7998801.500000 Penalty: 3650.845215
	Iteration 65Q: 3 clusters Score -7998802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -7998799.500000 Penalty: 3650.845215
	Iteration 66Q: 3 clusters Score -7998800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -7998797.500000 Penalty: 3650.845215
	Iteration 67Q: 3 clusters Score -7998798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -7998784.000000 Penalty: 3650.845215
	Iteration 68Q: 3 clusters Score -7998784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -7998782.000000 Penalty: 3650.845215
	Iteration 69Q: 3 clusters Score -7998782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -7998784.500000 Penalty: 3650.845215
	Iteration 70Q: 3 clusters Score -7998784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -7998795.000000 Penalty: 3650.845215
	Iteration 71Q: 3 clusters Score -7998795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -7998797.500000 Penalty: 3650.845215
	Iteration 72Q: 3 clusters Score -7998798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -7998804.000000 Penalty: 3650.845215
	Iteration 73Q: 3 clusters Score -7998804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -7998805.500000 Penalty: 3650.845215
	Iteration 74Q: 3 clusters Score -7998806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -7998812.000000 Penalty: 3650.845215
	Iteration 75Q: 3 clusters Score -7998812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -7998812.500000 Penalty: 3650.845215
	Iteration 76Q: 3 clusters Score -7998812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -7998799.500000 Penalty: 3650.845215
	Iteration 77Q: 3 clusters Score -7998800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -7998801.500000 Penalty: 3650.845215
	Iteration 78Q: 3 clusters Score -7998802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
Score: -7998810.500000 Penalty: 3650.845215
	Iteration 79Q: 3 clusters Score -7998810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -7998811.500000 Penalty: 3650.845215
	Iteration 80F: 3 clusters Score -7998812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -7998818.000000 Penalty: 3650.845215
	Iteration 81Q: 3 clusters Score -7998818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -7998821.000000 Penalty: 3650.845215
	Iteration 82Q: 3 clusters Score -7998821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -7998821.500000 Penalty: 3650.845215
	Iteration 83Q: 3 clusters Score -7998822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -7998837.000000 Penalty: 3650.845215
	Iteration 84Q: 3 clusters Score -7998837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -7998840.000000 Penalty: 3650.845215
	Iteration 85Q: 3 clusters Score -7998840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -7998841.000000 Penalty: 3650.845215
	Iteration 86Q: 3 clusters Score -7998841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -7998837.500000 Penalty: 3650.845215
	Iteration 87Q: 3 clusters Score -7998838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -7998843.000000 Penalty: 3650.845215
	Iteration 88Q: 3 clusters Score -7998843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -7998843.500000 Penalty: 3650.845215
	Iteration 89Q: 3 clusters Score -7998844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -7998852.000000 Penalty: 3650.845215
	Iteration 90Q: 3 clusters Score -7998852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -7998851.500000 Penalty: 3650.845215
	Iteration 91Q: 3 clusters Score -7998852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -7998847.500000 Penalty: 3650.845215
	Iteration 92Q: 3 clusters Score -7998848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -7998851.000000 Penalty: 3650.845215
	Iteration 93Q: 3 clusters Score -7998851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -7998853.500000 Penalty: 3650.845215
	Iteration 94Q: 3 clusters Score -7998854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -7998863.000000 Penalty: 3650.845215
	Iteration 95Q: 3 clusters Score -7998863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -7998861.500000 Penalty: 3650.845215
	Iteration 96Q: 3 clusters Score -7998862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -7998863.500000 Penalty: 3650.845215
	Iteration 97Q: 3 clusters Score -7998864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -7998867.000000 Penalty: 3650.845215
	Iteration 98Q: 3 clusters Score -7998867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -7998867.000000 Penalty: 3650.845215
	Iteration 99F: 3 clusters Score -7998867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -377610.312500 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -377610.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -374332.625000 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -374332.6 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -375215.781250 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -375215.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -375494.906250 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -375494.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -375692.531250 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -375692.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -375940.968750 Penalty: 2681.621338
	Iteration 4F: 3 clusters Score -375941 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -376252.468750 Penalty: 2681.621338
	Iteration 5F: 3 clusters Score -376252.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -376590.375000 Penalty: 2681.621338
	Iteration 6F: 3 clusters Score -376590.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -376845.531250 Penalty: 2681.621338
	Iteration 7F: 3 clusters Score -376845.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -377019.312500 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -377019.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -377154.000000 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -377154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -377244.812500 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -377244.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -377307.937500 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -377307.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -377344.156250 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -377344.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -377379.468750 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -377379.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -377415.312500 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -377415.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377440.375000 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -377440.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -377462.687500 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -377462.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -377481.468750 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -377481.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -377499.812500 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -377499.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -377509.906250 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -377509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -377516.125000 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -377516.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -377521.593750 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -377521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -377528.062500 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -377528.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -377532.375000 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -377532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -377535.281250 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -377535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -377538.437500 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -377538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -377540.125000 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -377540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -377541.718750 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -377541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -377542.843750 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -377542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -377544.500000 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -377544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -377544.875000 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -377544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -377545.250000 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -377545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -377545.937500 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -377545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -377545.937500 Penalty: 2681.621338
	Iteration 33F: 3 clusters Score -377545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -235659.531250 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -235659.5 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 1170 members 
Entering Unmasked Estep 
Score: -233343.109375 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -233343.1 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -233868.750000 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -233868.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -233979.375000 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -233979.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -234040.921875 Penalty: 2528.869873
	Iteration 3Q: 3 clusters Score -234040.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -234090.984375 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -234091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -234132.000000 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -234132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -234159.359375 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -234159.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -234175.984375 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -234176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -234192.625000 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -234192.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -234208.000000 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -234208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -234218.890625 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -234218.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234225.546875 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -234225.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -234232.687500 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -234232.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234240.562500 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -234240.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234254.750000 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -234254.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -234269.093750 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -234269.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -234280.703125 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -234280.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234292.968750 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -234293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -234302.312500 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -234302.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234313.046875 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -234313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -234323.890625 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -234323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -234334.531250 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -234334.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234345.546875 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -234345.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -234353.750000 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -234353.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -234362.546875 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -234362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234367.296875 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -234367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -234373.437500 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -234373.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234377.593750 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -234377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234383.546875 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -234383.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234388.343750 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -234388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234395.562500 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -234395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -234401.390625 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -234401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -234406.421875 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -234406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234412.468750 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -234412.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -234416.796875 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -234416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -234421.546875 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -234421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -234424.796875 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -234424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -234429.750000 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -234429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234436.656250 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -234436.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -234443.281250 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -234443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -234447.140625 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -234447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -234448.078125 Penalty: 2528.869873
	Iteration 41Q: 3 clusters Score -234448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -234449.750000 Penalty: 2528.869873
	Iteration 42Q: 3 clusters Score -234449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -234451.703125 Penalty: 2528.869873
	Iteration 43Q: 3 clusters Score -234451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234453.406250 Penalty: 2528.869873
	Iteration 44Q: 3 clusters Score -234453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -234457.078125 Penalty: 2528.869873
	Iteration 45Q: 3 clusters Score -234457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -234458.593750 Penalty: 2528.869873
	Iteration 46Q: 3 clusters Score -234458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -234460.125000 Penalty: 2528.869873
	Iteration 47Q: 3 clusters Score -234460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234461.218750 Penalty: 2528.869873
	Iteration 48Q: 3 clusters Score -234461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234461.875000 Penalty: 2528.869873
	Iteration 49Q: 3 clusters Score -234461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234462.593750 Penalty: 2528.869873
	Iteration 50Q: 3 clusters Score -234462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -234463.093750 Penalty: 2528.869873
	Iteration 51Q: 3 clusters Score -234463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -234463.281250 Penalty: 2528.869873
	Iteration 52Q: 3 clusters Score -234463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -234463.562500 Penalty: 2528.869873
	Iteration 53Q: 3 clusters Score -234463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -234463.562500 Penalty: 2528.869873
	Iteration 54F: 3 clusters Score -234463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Entering Unmasked Estep 
Score: -943274.875000 Penalty: 1483.941284
	Iteration 0F: 2 clusters Score -943274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -936598.500000 Penalty: 2967.882568
	Iteration 0F: 3 clusters Score -936598.5 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -938730.062500 Penalty: 2967.882568
	Iteration 1F: 3 clusters Score -938730.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -939006.187500 Penalty: 2967.882568
	Iteration 2F: 3 clusters Score -939006.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -939291.312500 Penalty: 2967.882568
	Iteration 3F: 3 clusters Score -939291.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -939632.500000 Penalty: 2967.882568
	Iteration 4F: 3 clusters Score -939632.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -940035.812500 Penalty: 2967.882568
	Iteration 5F: 3 clusters Score -940035.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -940551.625000 Penalty: 2967.882568
	Iteration 6F: 3 clusters Score -940551.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -941104.187500 Penalty: 2967.882568
	Iteration 7F: 3 clusters Score -941104.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -941567.437500 Penalty: 2967.882568
	Iteration 8F: 3 clusters Score -941567.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -941833.125000 Penalty: 2967.882568
	Iteration 9Q: 3 clusters Score -941833.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -941990.750000 Penalty: 2967.882568
	Iteration 10Q: 3 clusters Score -941990.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -942100.500000 Penalty: 2967.882568
	Iteration 11Q: 3 clusters Score -942100.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -942188.687500 Penalty: 2967.882568
	Iteration 12Q: 3 clusters Score -942188.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -942264.187500 Penalty: 2967.882568
	Iteration 13Q: 3 clusters Score -942264.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -942336.625000 Penalty: 2967.882568
	Iteration 14Q: 3 clusters Score -942336.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -942409.375000 Penalty: 2967.882568
	Iteration 15Q: 3 clusters Score -942409.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -942477.750000 Penalty: 2967.882568
	Iteration 16Q: 3 clusters Score -942477.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -942530.312500 Penalty: 2967.882568
	Iteration 17Q: 3 clusters Score -942530.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -942563.875000 Penalty: 2967.882568
	Iteration 18Q: 3 clusters Score -942563.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -942593.125000 Penalty: 2967.882568
	Iteration 19Q: 3 clusters Score -942593.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -942612.250000 Penalty: 2967.882568
	Iteration 20F: 3 clusters Score -942612.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -942627.312500 Penalty: 2967.882568
	Iteration 21Q: 3 clusters Score -942627.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -942635.937500 Penalty: 2967.882568
	Iteration 22Q: 3 clusters Score -942635.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -942640.187500 Penalty: 2967.882568
	Iteration 23Q: 3 clusters Score -942640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -942642.875000 Penalty: 2967.882568
	Iteration 24Q: 3 clusters Score -942642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -942644.812500 Penalty: 2967.882568
	Iteration 25Q: 3 clusters Score -942644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -942645.625000 Penalty: 2967.882568
	Iteration 26Q: 3 clusters Score -942645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -942646.625000 Penalty: 2967.882568
	Iteration 27Q: 3 clusters Score -942646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -942647.875000 Penalty: 2967.882568
	Iteration 28Q: 3 clusters Score -942647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -942649.437500 Penalty: 2967.882568
	Iteration 29Q: 3 clusters Score -942649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -942649.875000 Penalty: 2967.882568
	Iteration 30Q: 3 clusters Score -942649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -942651.250000 Penalty: 2967.882568
	Iteration 31Q: 3 clusters Score -942651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -942653.000000 Penalty: 2967.882568
	Iteration 32Q: 3 clusters Score -942653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -942652.062500 Penalty: 2967.882568
	Iteration 33Q: 3 clusters Score -942652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -942653.812500 Penalty: 2967.882568
	Iteration 34Q: 3 clusters Score -942653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -942653.187500 Penalty: 2967.882568
	Iteration 35Q: 3 clusters Score -942653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -942655.500000 Penalty: 2967.882568
	Iteration 36Q: 3 clusters Score -942655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -942656.375000 Penalty: 2967.882568
	Iteration 37Q: 3 clusters Score -942656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -942656.312500 Penalty: 2967.882568
	Iteration 38Q: 3 clusters Score -942656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -942655.812500 Penalty: 2967.882568
	Iteration 39Q: 3 clusters Score -942655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -942655.812500 Penalty: 2967.882568
	Iteration 40F: 3 clusters Score -942655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -376058.000000 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -376058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -372546.125000 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -372546.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -373762.406250 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -373762.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -374159.031250 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -374159 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -374512.968750 Penalty: 2718.541016
	Iteration 3F: 3 clusters Score -374513 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -374770.125000 Penalty: 2718.541016
	Iteration 4F: 3 clusters Score -374770.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -374940.625000 Penalty: 2718.541016
	Iteration 5F: 3 clusters Score -374940.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -375066.093750 Penalty: 2718.541016
	Iteration 6Q: 3 clusters Score -375066.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -375142.750000 Penalty: 2718.541016
	Iteration 7Q: 3 clusters Score -375142.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -375184.843750 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -375184.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -375215.062500 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -375215.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -375238.375000 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -375238.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -375256.500000 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -375256.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -375273.031250 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -375273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -375293.750000 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -375293.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -375310.687500 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -375310.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -375326.500000 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -375326.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -375341.906250 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -375341.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -375362.406250 Penalty: 2718.541016
	Iteration 17Q: 3 clusters Score -375362.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -375381.562500 Penalty: 2718.541016
	Iteration 18Q: 3 clusters Score -375381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -375394.843750 Penalty: 2718.541016
	Iteration 19Q: 3 clusters Score -375394.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -375411.687500 Penalty: 2718.541016
	Iteration 20F: 3 clusters Score -375411.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -375441.937500 Penalty: 2718.541016
	Iteration 21Q: 3 clusters Score -375441.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -375458.500000 Penalty: 2718.541016
	Iteration 22Q: 3 clusters Score -375458.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -375472.687500 Penalty: 2718.541016
	Iteration 23Q: 3 clusters Score -375472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -375476.250000 Penalty: 2718.541016
	Iteration 24Q: 3 clusters Score -375476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -375480.343750 Penalty: 2718.541016
	Iteration 25Q: 3 clusters Score -375480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -375487.843750 Penalty: 2718.541016
	Iteration 26Q: 3 clusters Score -375487.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -375493.781250 Penalty: 2718.541016
	Iteration 27Q: 3 clusters Score -375493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -375500.000000 Penalty: 2718.541016
	Iteration 28Q: 3 clusters Score -375500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -375504.281250 Penalty: 2718.541016
	Iteration 29Q: 3 clusters Score -375504.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -375508.156250 Penalty: 2718.541016
	Iteration 30Q: 3 clusters Score -375508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -375517.875000 Penalty: 2718.541016
	Iteration 31Q: 3 clusters Score -375517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -375526.468750 Penalty: 2718.541016
	Iteration 32Q: 3 clusters Score -375526.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -375530.781250 Penalty: 2718.541016
	Iteration 33Q: 3 clusters Score -375530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -375532.843750 Penalty: 2718.541016
	Iteration 34Q: 3 clusters Score -375532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -375534.468750 Penalty: 2718.541016
	Iteration 35Q: 3 clusters Score -375534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -375535.843750 Penalty: 2718.541016
	Iteration 36Q: 3 clusters Score -375535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -375536.062500 Penalty: 2718.541016
	Iteration 37Q: 3 clusters Score -375536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -375536.625000 Penalty: 2718.541016
	Iteration 38Q: 3 clusters Score -375536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -375538.312500 Penalty: 2718.541016
	Iteration 39Q: 3 clusters Score -375538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -375538.312500 Penalty: 2718.541016
	Iteration 40F: 3 clusters Score -375538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Entering Unmasked Estep 
Score: -557013.375000 Penalty: 1398.850830
	Iteration 0F: 2 clusters Score -557013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -552757.625000 Penalty: 2797.701660
	Iteration 0F: 3 clusters Score -552757.6 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -553989.375000 Penalty: 2797.701660
	Iteration 1F: 3 clusters Score -553989.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -554220.625000 Penalty: 2797.701660
	Iteration 2F: 3 clusters Score -554220.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -554388.437500 Penalty: 2797.701660
	Iteration 3F: 3 clusters Score -554388.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -554504.375000 Penalty: 2797.701660
	Iteration 4Q: 3 clusters Score -554504.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -554592.500000 Penalty: 2797.701660
	Iteration 5Q: 3 clusters Score -554592.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -554658.937500 Penalty: 2797.701660
	Iteration 6Q: 3 clusters Score -554658.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -554709.125000 Penalty: 2797.701660
	Iteration 7Q: 3 clusters Score -554709.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -554747.125000 Penalty: 2797.701660
	Iteration 8Q: 3 clusters Score -554747.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -554783.312500 Penalty: 2797.701660
	Iteration 9Q: 3 clusters Score -554783.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -554810.687500 Penalty: 2797.701660
	Iteration 10Q: 3 clusters Score -554810.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -554831.875000 Penalty: 2797.701660
	Iteration 11Q: 3 clusters Score -554831.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -554848.562500 Penalty: 2797.701660
	Iteration 12Q: 3 clusters Score -554848.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -554862.687500 Penalty: 2797.701660
	Iteration 13Q: 3 clusters Score -554862.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -554878.437500 Penalty: 2797.701660
	Iteration 14Q: 3 clusters Score -554878.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -554892.500000 Penalty: 2797.701660
	Iteration 15Q: 3 clusters Score -554892.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -554909.062500 Penalty: 2797.701660
	Iteration 16Q: 3 clusters Score -554909.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -554930.437500 Penalty: 2797.701660
	Iteration 17Q: 3 clusters Score -554930.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -554954.812500 Penalty: 2797.701660
	Iteration 18Q: 3 clusters Score -554954.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -554984.750000 Penalty: 2797.701660
	Iteration 19Q: 3 clusters Score -554984.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -555019.812500 Penalty: 2797.701660
	Iteration 20F: 3 clusters Score -555019.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -555044.875000 Penalty: 2797.701660
	Iteration 21Q: 3 clusters Score -555044.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -555075.125000 Penalty: 2797.701660
	Iteration 22Q: 3 clusters Score -555075.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -555100.125000 Penalty: 2797.701660
	Iteration 23Q: 3 clusters Score -555100.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -555131.312500 Penalty: 2797.701660
	Iteration 24Q: 3 clusters Score -555131.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -555165.062500 Penalty: 2797.701660
	Iteration 25Q: 3 clusters Score -555165.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -555189.750000 Penalty: 2797.701660
	Iteration 26Q: 3 clusters Score -555189.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -555210.562500 Penalty: 2797.701660
	Iteration 27Q: 3 clusters Score -555210.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -555224.625000 Penalty: 2797.701660
	Iteration 28Q: 3 clusters Score -555224.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -555239.375000 Penalty: 2797.701660
	Iteration 29Q: 3 clusters Score -555239.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -555250.687500 Penalty: 2797.701660
	Iteration 30Q: 3 clusters Score -555250.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -555254.812500 Penalty: 2797.701660
	Iteration 31Q: 3 clusters Score -555254.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -555262.062500 Penalty: 2797.701660
	Iteration 32Q: 3 clusters Score -555262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -555267.500000 Penalty: 2797.701660
	Iteration 33Q: 3 clusters Score -555267.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -555273.437500 Penalty: 2797.701660
	Iteration 34Q: 3 clusters Score -555273.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -555279.500000 Penalty: 2797.701660
	Iteration 35Q: 3 clusters Score -555279.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -555283.875000 Penalty: 2797.701660
	Iteration 36Q: 3 clusters Score -555283.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -555288.500000 Penalty: 2797.701660
	Iteration 37Q: 3 clusters Score -555288.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -555292.625000 Penalty: 2797.701660
	Iteration 38Q: 3 clusters Score -555292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -555295.375000 Penalty: 2797.701660
	Iteration 39Q: 3 clusters Score -555295.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -555300.312500 Penalty: 2797.701660
	Iteration 40F: 3 clusters Score -555300.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -555302.812500 Penalty: 2797.701660
	Iteration 41Q: 3 clusters Score -555302.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -555306.187500 Penalty: 2797.701660
	Iteration 42Q: 3 clusters Score -555306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -555308.937500 Penalty: 2797.701660
	Iteration 43Q: 3 clusters Score -555308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -555311.375000 Penalty: 2797.701660
	Iteration 44Q: 3 clusters Score -555311.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -555318.875000 Penalty: 2797.701660
	Iteration 45Q: 3 clusters Score -555318.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -555324.187500 Penalty: 2797.701660
	Iteration 46Q: 3 clusters Score -555324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -555330.687500 Penalty: 2797.701660
	Iteration 47Q: 3 clusters Score -555330.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -555341.437500 Penalty: 2797.701660
	Iteration 48Q: 3 clusters Score -555341.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -555354.375000 Penalty: 2797.701660
	Iteration 49Q: 3 clusters Score -555354.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -555372.062500 Penalty: 2797.701660
	Iteration 50Q: 3 clusters Score -555372.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -555389.750000 Penalty: 2797.701660
	Iteration 51Q: 3 clusters Score -555389.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -555405.687500 Penalty: 2797.701660
	Iteration 52Q: 3 clusters Score -555405.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -555423.937500 Penalty: 2797.701660
	Iteration 53Q: 3 clusters Score -555423.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -555444.687500 Penalty: 2797.701660
	Iteration 54Q: 3 clusters Score -555444.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -555463.875000 Penalty: 2797.701660
	Iteration 55Q: 3 clusters Score -555463.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -555477.437500 Penalty: 2797.701660
	Iteration 56Q: 3 clusters Score -555477.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -555493.625000 Penalty: 2797.701660
	Iteration 57Q: 3 clusters Score -555493.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -555505.062500 Penalty: 2797.701660
	Iteration 58Q: 3 clusters Score -555505.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -555517.875000 Penalty: 2797.701660
	Iteration 59Q: 3 clusters Score -555517.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -555533.000000 Penalty: 2797.701660
	Iteration 60F: 3 clusters Score -555533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -555542.687500 Penalty: 2797.701660
	Iteration 61Q: 3 clusters Score -555542.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -555551.062500 Penalty: 2797.701660
	Iteration 62Q: 3 clusters Score -555551.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -555561.687500 Penalty: 2797.701660
	Iteration 63Q: 3 clusters Score -555561.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -555571.437500 Penalty: 2797.701660
	Iteration 64Q: 3 clusters Score -555571.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -555587.000000 Penalty: 2797.701660
	Iteration 65Q: 3 clusters Score -555587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -555603.312500 Penalty: 2797.701660
	Iteration 66Q: 3 clusters Score -555603.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -555624.375000 Penalty: 2797.701660
	Iteration 67Q: 3 clusters Score -555624.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -555646.187500 Penalty: 2797.701660
	Iteration 68Q: 3 clusters Score -555646.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -555668.875000 Penalty: 2797.701660
	Iteration 69Q: 3 clusters Score -555668.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -555688.062500 Penalty: 2797.701660
	Iteration 70Q: 3 clusters Score -555688.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -555708.875000 Penalty: 2797.701660
	Iteration 71Q: 3 clusters Score -555708.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -555724.750000 Penalty: 2797.701660
	Iteration 72Q: 3 clusters Score -555724.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -555743.125000 Penalty: 2797.701660
	Iteration 73Q: 3 clusters Score -555743.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -555762.562500 Penalty: 2797.701660
	Iteration 74Q: 3 clusters Score -555762.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -555779.875000 Penalty: 2797.701660
	Iteration 75Q: 3 clusters Score -555779.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -555792.250000 Penalty: 2797.701660
	Iteration 76Q: 3 clusters Score -555792.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -555812.187500 Penalty: 2797.701660
	Iteration 77Q: 3 clusters Score -555812.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -555825.750000 Penalty: 2797.701660
	Iteration 78Q: 3 clusters Score -555825.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -555836.437500 Penalty: 2797.701660
	Iteration 79Q: 3 clusters Score -555836.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -555845.875000 Penalty: 2797.701660
	Iteration 80F: 3 clusters Score -555845.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -555859.062500 Penalty: 2797.701660
	Iteration 81Q: 3 clusters Score -555859.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -555874.812500 Penalty: 2797.701660
	Iteration 82Q: 3 clusters Score -555874.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -555890.375000 Penalty: 2797.701660
	Iteration 83Q: 3 clusters Score -555890.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -555908.625000 Penalty: 2797.701660
	Iteration 84Q: 3 clusters Score -555908.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -555932.687500 Penalty: 2797.701660
	Iteration 85Q: 3 clusters Score -555932.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -555951.187500 Penalty: 2797.701660
	Iteration 86Q: 3 clusters Score -555951.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -555966.750000 Penalty: 2797.701660
	Iteration 87Q: 3 clusters Score -555966.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -555981.812500 Penalty: 2797.701660
	Iteration 88Q: 3 clusters Score -555981.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -555996.937500 Penalty: 2797.701660
	Iteration 89Q: 3 clusters Score -555996.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -556011.812500 Penalty: 2797.701660
	Iteration 90Q: 3 clusters Score -556011.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -556019.562500 Penalty: 2797.701660
	Iteration 91Q: 3 clusters Score -556019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -556026.937500 Penalty: 2797.701660
	Iteration 92Q: 3 clusters Score -556026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -556027.625000 Penalty: 2797.701660
	Iteration 93Q: 3 clusters Score -556027.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -556032.187500 Penalty: 2797.701660
	Iteration 94Q: 3 clusters Score -556032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -556034.875000 Penalty: 2797.701660
	Iteration 95Q: 3 clusters Score -556034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -556037.500000 Penalty: 2797.701660
	Iteration 96Q: 3 clusters Score -556037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -556037.062500 Penalty: 2797.701660
	Iteration 97Q: 3 clusters Score -556037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -556037.562500 Penalty: 2797.701660
	Iteration 98Q: 3 clusters Score -556037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -556037.562500 Penalty: 2797.701660
	Iteration 99F: 3 clusters Score -556037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -854581.562500 Penalty: 1484.169556
	Iteration 0F: 2 clusters Score -854581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -847932.500000 Penalty: 2968.339111
	Iteration 0F: 3 clusters Score -847932.5 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -850194.000000 Penalty: 2968.339111
	Iteration 1F: 3 clusters Score -850194 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -850627.812500 Penalty: 2968.339111
	Iteration 2F: 3 clusters Score -850627.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -850985.250000 Penalty: 2968.339111
	Iteration 3F: 3 clusters Score -850985.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -851272.125000 Penalty: 2968.339111
	Iteration 4F: 3 clusters Score -851272.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -851470.812500 Penalty: 2968.339111
	Iteration 5Q: 3 clusters Score -851470.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -851639.562500 Penalty: 2968.339111
	Iteration 6Q: 3 clusters Score -851639.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -851771.750000 Penalty: 2968.339111
	Iteration 7Q: 3 clusters Score -851771.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -851890.250000 Penalty: 2968.339111
	Iteration 8Q: 3 clusters Score -851890.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -852000.000000 Penalty: 2968.339111
	Iteration 9Q: 3 clusters Score -852000 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -852109.875000 Penalty: 2968.339111
	Iteration 10Q: 3 clusters Score -852109.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -852223.687500 Penalty: 2968.339111
	Iteration 11Q: 3 clusters Score -852223.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -852308.187500 Penalty: 2968.339111
	Iteration 12Q: 3 clusters Score -852308.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -852404.437500 Penalty: 2968.339111
	Iteration 13Q: 3 clusters Score -852404.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -852478.750000 Penalty: 2968.339111
	Iteration 14Q: 3 clusters Score -852478.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -852555.437500 Penalty: 2968.339111
	Iteration 15Q: 3 clusters Score -852555.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -852603.687500 Penalty: 2968.339111
	Iteration 16Q: 3 clusters Score -852603.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -852647.812500 Penalty: 2968.339111
	Iteration 17Q: 3 clusters Score -852647.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -852682.125000 Penalty: 2968.339111
	Iteration 18Q: 3 clusters Score -852682.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -852718.562500 Penalty: 2968.339111
	Iteration 19Q: 3 clusters Score -852718.6 nChanged 95
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: -852746.687500 Penalty: 2968.339111
	Iteration 20F: 3 clusters Score -852746.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -852769.750000 Penalty: 2968.339111
	Iteration 21Q: 3 clusters Score -852769.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -852796.437500 Penalty: 2968.339111
	Iteration 22Q: 3 clusters Score -852796.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -852823.875000 Penalty: 2968.339111
	Iteration 23Q: 3 clusters Score -852823.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -852843.875000 Penalty: 2968.339111
	Iteration 24Q: 3 clusters Score -852843.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -852862.875000 Penalty: 2968.339111
	Iteration 25Q: 3 clusters Score -852862.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -852880.375000 Penalty: 2968.339111
	Iteration 26Q: 3 clusters Score -852880.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -852903.062500 Penalty: 2968.339111
	Iteration 27Q: 3 clusters Score -852903.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -852931.562500 Penalty: 2968.339111
	Iteration 28Q: 3 clusters Score -852931.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -852953.687500 Penalty: 2968.339111
	Iteration 29Q: 3 clusters Score -852953.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -852969.875000 Penalty: 2968.339111
	Iteration 30Q: 3 clusters Score -852969.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -852987.187500 Penalty: 2968.339111
	Iteration 31Q: 3 clusters Score -852987.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -853000.125000 Penalty: 2968.339111
	Iteration 32Q: 3 clusters Score -853000.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -853015.875000 Penalty: 2968.339111
	Iteration 33Q: 3 clusters Score -853015.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -853035.687500 Penalty: 2968.339111
	Iteration 34Q: 3 clusters Score -853035.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -853062.312500 Penalty: 2968.339111
	Iteration 35Q: 3 clusters Score -853062.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -853084.375000 Penalty: 2968.339111
	Iteration 36Q: 3 clusters Score -853084.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -853104.750000 Penalty: 2968.339111
	Iteration 37Q: 3 clusters Score -853104.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -853128.250000 Penalty: 2968.339111
	Iteration 38Q: 3 clusters Score -853128.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -853145.625000 Penalty: 2968.339111
	Iteration 39Q: 3 clusters Score -853145.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -853159.437500 Penalty: 2968.339111
	Iteration 40F: 3 clusters Score -853159.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -853180.250000 Penalty: 2968.339111
	Iteration 41Q: 3 clusters Score -853180.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -853200.812500 Penalty: 2968.339111
	Iteration 42Q: 3 clusters Score -853200.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -853220.250000 Penalty: 2968.339111
	Iteration 43Q: 3 clusters Score -853220.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -853239.312500 Penalty: 2968.339111
	Iteration 44Q: 3 clusters Score -853239.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -853254.625000 Penalty: 2968.339111
	Iteration 45Q: 3 clusters Score -853254.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -853270.562500 Penalty: 2968.339111
	Iteration 46Q: 3 clusters Score -853270.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -853290.250000 Penalty: 2968.339111
	Iteration 47Q: 3 clusters Score -853290.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -853308.687500 Penalty: 2968.339111
	Iteration 48Q: 3 clusters Score -853308.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -853324.875000 Penalty: 2968.339111
	Iteration 49Q: 3 clusters Score -853324.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -853334.812500 Penalty: 2968.339111
	Iteration 50Q: 3 clusters Score -853334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -853344.437500 Penalty: 2968.339111
	Iteration 51Q: 3 clusters Score -853344.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -853352.312500 Penalty: 2968.339111
	Iteration 52Q: 3 clusters Score -853352.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -853362.375000 Penalty: 2968.339111
	Iteration 53Q: 3 clusters Score -853362.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -853381.312500 Penalty: 2968.339111
	Iteration 54Q: 3 clusters Score -853381.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -853397.437500 Penalty: 2968.339111
	Iteration 55Q: 3 clusters Score -853397.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -853410.812500 Penalty: 2968.339111
	Iteration 56Q: 3 clusters Score -853410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -853423.375000 Penalty: 2968.339111
	Iteration 57Q: 3 clusters Score -853423.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -853431.312500 Penalty: 2968.339111
	Iteration 58Q: 3 clusters Score -853431.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -853439.937500 Penalty: 2968.339111
	Iteration 59Q: 3 clusters Score -853439.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -853450.437500 Penalty: 2968.339111
	Iteration 60F: 3 clusters Score -853450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -853456.937500 Penalty: 2968.339111
	Iteration 61Q: 3 clusters Score -853456.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -853463.375000 Penalty: 2968.339111
	Iteration 62Q: 3 clusters Score -853463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -853467.187500 Penalty: 2968.339111
	Iteration 63Q: 3 clusters Score -853467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -853473.000000 Penalty: 2968.339111
	Iteration 64Q: 3 clusters Score -853473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -853474.812500 Penalty: 2968.339111
	Iteration 65Q: 3 clusters Score -853474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -853477.500000 Penalty: 2968.339111
	Iteration 66Q: 3 clusters Score -853477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -853484.500000 Penalty: 2968.339111
	Iteration 67Q: 3 clusters Score -853484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -853490.000000 Penalty: 2968.339111
	Iteration 68Q: 3 clusters Score -853490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -853496.062500 Penalty: 2968.339111
	Iteration 69Q: 3 clusters Score -853496.1 nChanged 11
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: -853499.812500 Penalty: 2968.339111
	Iteration 70Q: 3 clusters Score -853499.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -853503.187500 Penalty: 2968.339111
	Iteration 71Q: 3 clusters Score -853503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -853505.250000 Penalty: 2968.339111
	Iteration 72Q: 3 clusters Score -853505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -853510.437500 Penalty: 2968.339111
	Iteration 73Q: 3 clusters Score -853510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -853512.437500 Penalty: 2968.339111
	Iteration 74Q: 3 clusters Score -853512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -853512.437500 Penalty: 2968.339111
	Iteration 75F: 3 clusters Score -853512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -281028.156250 Penalty: 1296.531250
	Iteration 0F: 2 clusters Score -281028.2 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 1448 members 
Entering Unmasked Estep 
Score: -278356.437500 Penalty: 2593.062500
	Iteration 0F: 3 clusters Score -278356.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -279000.281250 Penalty: 2593.062500
	Iteration 1F: 3 clusters Score -279000.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -279142.781250 Penalty: 2593.062500
	Iteration 2F: 3 clusters Score -279142.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -279221.562500 Penalty: 2593.062500
	Iteration 3F: 3 clusters Score -279221.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -279286.687500 Penalty: 2593.062500
	Iteration 4Q: 3 clusters Score -279286.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -279337.968750 Penalty: 2593.062500
	Iteration 5Q: 3 clusters Score -279338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -279387.125000 Penalty: 2593.062500
	Iteration 6Q: 3 clusters Score -279387.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -279443.843750 Penalty: 2593.062500
	Iteration 7Q: 3 clusters Score -279443.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -279500.125000 Penalty: 2593.062500
	Iteration 8Q: 3 clusters Score -279500.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -279549.500000 Penalty: 2593.062500
	Iteration 9Q: 3 clusters Score -279549.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279622.500000 Penalty: 2593.062500
	Iteration 10Q: 3 clusters Score -279622.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -279708.031250 Penalty: 2593.062500
	Iteration 11Q: 3 clusters Score -279708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -279779.000000 Penalty: 2593.062500
	Iteration 12Q: 3 clusters Score -279779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -279834.750000 Penalty: 2593.062500
	Iteration 13Q: 3 clusters Score -279834.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279897.468750 Penalty: 2593.062500
	Iteration 14Q: 3 clusters Score -279897.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -279961.562500 Penalty: 2593.062500
	Iteration 15Q: 3 clusters Score -279961.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280011.531250 Penalty: 2593.062500
	Iteration 16Q: 3 clusters Score -280011.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -280042.656250 Penalty: 2593.062500
	Iteration 17Q: 3 clusters Score -280042.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280056.343750 Penalty: 2593.062500
	Iteration 18Q: 3 clusters Score -280056.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -280063.531250 Penalty: 2593.062500
	Iteration 19Q: 3 clusters Score -280063.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -280073.812500 Penalty: 2593.062500
	Iteration 20F: 3 clusters Score -280073.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -280080.343750 Penalty: 2593.062500
	Iteration 21Q: 3 clusters Score -280080.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -280086.375000 Penalty: 2593.062500
	Iteration 22Q: 3 clusters Score -280086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -280092.375000 Penalty: 2593.062500
	Iteration 23Q: 3 clusters Score -280092.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -280098.062500 Penalty: 2593.062500
	Iteration 24Q: 3 clusters Score -280098.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -280107.625000 Penalty: 2593.062500
	Iteration 25Q: 3 clusters Score -280107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -280111.781250 Penalty: 2593.062500
	Iteration 26Q: 3 clusters Score -280111.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -280115.250000 Penalty: 2593.062500
	Iteration 27Q: 3 clusters Score -280115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -280116.781250 Penalty: 2593.062500
	Iteration 28Q: 3 clusters Score -280116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -280120.343750 Penalty: 2593.062500
	Iteration 29Q: 3 clusters Score -280120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280124.187500 Penalty: 2593.062500
	Iteration 30Q: 3 clusters Score -280124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -280131.656250 Penalty: 2593.062500
	Iteration 31Q: 3 clusters Score -280131.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -280142.937500 Penalty: 2593.062500
	Iteration 32Q: 3 clusters Score -280142.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -280160.218750 Penalty: 2593.062500
	Iteration 33Q: 3 clusters Score -280160.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -280174.843750 Penalty: 2593.062500
	Iteration 34Q: 3 clusters Score -280174.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -280186.062500 Penalty: 2593.062500
	Iteration 35Q: 3 clusters Score -280186.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -280193.843750 Penalty: 2593.062500
	Iteration 36Q: 3 clusters Score -280193.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -280200.687500 Penalty: 2593.062500
	Iteration 37Q: 3 clusters Score -280200.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -280205.718750 Penalty: 2593.062500
	Iteration 38Q: 3 clusters Score -280205.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -280210.093750 Penalty: 2593.062500
	Iteration 39Q: 3 clusters Score -280210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -280216.375000 Penalty: 2593.062500
	Iteration 40F: 3 clusters Score -280216.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -280224.781250 Penalty: 2593.062500
	Iteration 41Q: 3 clusters Score -280224.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -280231.812500 Penalty: 2593.062500
	Iteration 42Q: 3 clusters Score -280231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -280240.250000 Penalty: 2593.062500
	Iteration 43Q: 3 clusters Score -280240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280248.875000 Penalty: 2593.062500
	Iteration 44Q: 3 clusters Score -280248.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -280254.812500 Penalty: 2593.062500
	Iteration 45Q: 3 clusters Score -280254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -280263.875000 Penalty: 2593.062500
	Iteration 46Q: 3 clusters Score -280263.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -280279.593750 Penalty: 2593.062500
	Iteration 47Q: 3 clusters Score -280279.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -280309.093750 Penalty: 2593.062500
	Iteration 48Q: 3 clusters Score -280309.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -280331.937500 Penalty: 2593.062500
	Iteration 49Q: 3 clusters Score -280331.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -280343.406250 Penalty: 2593.062500
	Iteration 50Q: 3 clusters Score -280343.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -280351.281250 Penalty: 2593.062500
	Iteration 51Q: 3 clusters Score -280351.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -280357.000000 Penalty: 2593.062500
	Iteration 52Q: 3 clusters Score -280357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -280363.875000 Penalty: 2593.062500
	Iteration 53Q: 3 clusters Score -280363.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280371.031250 Penalty: 2593.062500
	Iteration 54Q: 3 clusters Score -280371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -280374.812500 Penalty: 2593.062500
	Iteration 55Q: 3 clusters Score -280374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -280377.968750 Penalty: 2593.062500
	Iteration 56Q: 3 clusters Score -280378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -280382.687500 Penalty: 2593.062500
	Iteration 57Q: 3 clusters Score -280382.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -280387.687500 Penalty: 2593.062500
	Iteration 58Q: 3 clusters Score -280387.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -280392.750000 Penalty: 2593.062500
	Iteration 59Q: 3 clusters Score -280392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -280394.531250 Penalty: 2593.062500
	Iteration 60F: 3 clusters Score -280394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -280400.156250 Penalty: 2593.062500
	Iteration 61Q: 3 clusters Score -280400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -280408.093750 Penalty: 2593.062500
	Iteration 62Q: 3 clusters Score -280408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -280418.500000 Penalty: 2593.062500
	Iteration 63Q: 3 clusters Score -280418.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -280430.000000 Penalty: 2593.062500
	Iteration 64Q: 3 clusters Score -280430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -280439.093750 Penalty: 2593.062500
	Iteration 65Q: 3 clusters Score -280439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -280449.281250 Penalty: 2593.062500
	Iteration 66Q: 3 clusters Score -280449.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -280454.500000 Penalty: 2593.062500
	Iteration 67Q: 3 clusters Score -280454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -280459.281250 Penalty: 2593.062500
	Iteration 68Q: 3 clusters Score -280459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -280463.312500 Penalty: 2593.062500
	Iteration 69Q: 3 clusters Score -280463.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -280466.343750 Penalty: 2593.062500
	Iteration 70Q: 3 clusters Score -280466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -280470.093750 Penalty: 2593.062500
	Iteration 71Q: 3 clusters Score -280470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -280473.500000 Penalty: 2593.062500
	Iteration 72Q: 3 clusters Score -280473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -280475.156250 Penalty: 2593.062500
	Iteration 73Q: 3 clusters Score -280475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -280477.343750 Penalty: 2593.062500
	Iteration 74Q: 3 clusters Score -280477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -280479.437500 Penalty: 2593.062500
	Iteration 75Q: 3 clusters Score -280479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -280479.468750 Penalty: 2593.062500
	Iteration 76Q: 3 clusters Score -280479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -280479.468750 Penalty: 2593.062500
	Iteration 77F: 3 clusters Score -280479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -820013.312500 Penalty: 1460.256958
	Iteration 0F: 2 clusters Score -820013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -814176.500000 Penalty: 2920.513916
	Iteration 0F: 3 clusters Score -814176.5 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -815889.125000 Penalty: 2920.513916
	Iteration 1F: 3 clusters Score -815889.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -816053.437500 Penalty: 2920.513916
	Iteration 2F: 3 clusters Score -816053.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -816168.250000 Penalty: 2920.513916
	Iteration 3Q: 3 clusters Score -816168.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -816257.062500 Penalty: 2920.513916
	Iteration 4Q: 3 clusters Score -816257.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -816352.312500 Penalty: 2920.513916
	Iteration 5Q: 3 clusters Score -816352.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -816434.187500 Penalty: 2920.513916
	Iteration 6Q: 3 clusters Score -816434.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -816523.500000 Penalty: 2920.513916
	Iteration 7Q: 3 clusters Score -816523.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -816623.875000 Penalty: 2920.513916
	Iteration 8Q: 3 clusters Score -816623.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -816753.062500 Penalty: 2920.513916
	Iteration 9Q: 3 clusters Score -816753.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -816917.125000 Penalty: 2920.513916
	Iteration 10Q: 3 clusters Score -816917.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -817125.875000 Penalty: 2920.513916
	Iteration 11Q: 3 clusters Score -817125.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -817361.375000 Penalty: 2920.513916
	Iteration 12Q: 3 clusters Score -817361.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -817595.000000 Penalty: 2920.513916
	Iteration 13Q: 3 clusters Score -817595 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -817814.625000 Penalty: 2920.513916
	Iteration 14Q: 3 clusters Score -817814.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -818044.500000 Penalty: 2920.513916
	Iteration 15Q: 3 clusters Score -818044.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -818263.812500 Penalty: 2920.513916
	Iteration 16Q: 3 clusters Score -818263.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -818439.750000 Penalty: 2920.513916
	Iteration 17Q: 3 clusters Score -818439.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -818560.125000 Penalty: 2920.513916
	Iteration 18Q: 3 clusters Score -818560.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -818640.687500 Penalty: 2920.513916
	Iteration 19Q: 3 clusters Score -818640.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -818695.000000 Penalty: 2920.513916
	Iteration 20F: 3 clusters Score -818695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -818735.937500 Penalty: 2920.513916
	Iteration 21Q: 3 clusters Score -818735.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -818757.062500 Penalty: 2920.513916
	Iteration 22Q: 3 clusters Score -818757.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -818770.250000 Penalty: 2920.513916
	Iteration 23Q: 3 clusters Score -818770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -818778.062500 Penalty: 2920.513916
	Iteration 24Q: 3 clusters Score -818778.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -818784.000000 Penalty: 2920.513916
	Iteration 25Q: 3 clusters Score -818784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -818786.312500 Penalty: 2920.513916
	Iteration 26Q: 3 clusters Score -818786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -818786.625000 Penalty: 2920.513916
	Iteration 27Q: 3 clusters Score -818786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -818786.437500 Penalty: 2920.513916
	Iteration 28Q: 3 clusters Score -818786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -818786.437500 Penalty: 2920.513916
	Iteration 29F: 3 clusters Score -818786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -544391.250000 Penalty: 1391.289917
	Iteration 0F: 2 clusters Score -544391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -540246.062500 Penalty: 2782.579834
	Iteration 0F: 3 clusters Score -540246.1 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -541372.250000 Penalty: 2782.579834
	Iteration 1F: 3 clusters Score -541372.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -541535.250000 Penalty: 2782.579834
	Iteration 2F: 3 clusters Score -541535.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -541643.562500 Penalty: 2782.579834
	Iteration 3Q: 3 clusters Score -541643.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -541719.562500 Penalty: 2782.579834
	Iteration 4Q: 3 clusters Score -541719.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -541764.687500 Penalty: 2782.579834
	Iteration 5Q: 3 clusters Score -541764.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -541795.875000 Penalty: 2782.579834
	Iteration 6Q: 3 clusters Score -541795.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -541833.562500 Penalty: 2782.579834
	Iteration 7Q: 3 clusters Score -541833.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -541869.000000 Penalty: 2782.579834
	Iteration 8Q: 3 clusters Score -541869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -541894.687500 Penalty: 2782.579834
	Iteration 9Q: 3 clusters Score -541894.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -541922.312500 Penalty: 2782.579834
	Iteration 10Q: 3 clusters Score -541922.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -541948.625000 Penalty: 2782.579834
	Iteration 11Q: 3 clusters Score -541948.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -541971.750000 Penalty: 2782.579834
	Iteration 12Q: 3 clusters Score -541971.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -541999.937500 Penalty: 2782.579834
	Iteration 13Q: 3 clusters Score -541999.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -542023.937500 Penalty: 2782.579834
	Iteration 14Q: 3 clusters Score -542023.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -542042.937500 Penalty: 2782.579834
	Iteration 15Q: 3 clusters Score -542042.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -542063.687500 Penalty: 2782.579834
	Iteration 16Q: 3 clusters Score -542063.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -542083.687500 Penalty: 2782.579834
	Iteration 17Q: 3 clusters Score -542083.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -542106.562500 Penalty: 2782.579834
	Iteration 18Q: 3 clusters Score -542106.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -542124.875000 Penalty: 2782.579834
	Iteration 19Q: 3 clusters Score -542124.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -542148.250000 Penalty: 2782.579834
	Iteration 20F: 3 clusters Score -542148.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -542168.937500 Penalty: 2782.579834
	Iteration 21Q: 3 clusters Score -542168.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -542190.625000 Penalty: 2782.579834
	Iteration 22Q: 3 clusters Score -542190.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -542218.062500 Penalty: 2782.579834
	Iteration 23Q: 3 clusters Score -542218.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -542241.125000 Penalty: 2782.579834
	Iteration 24Q: 3 clusters Score -542241.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -542272.625000 Penalty: 2782.579834
	Iteration 25Q: 3 clusters Score -542272.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -542303.562500 Penalty: 2782.579834
	Iteration 26Q: 3 clusters Score -542303.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -542334.000000 Penalty: 2782.579834
	Iteration 27Q: 3 clusters Score -542334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -542367.312500 Penalty: 2782.579834
	Iteration 28Q: 3 clusters Score -542367.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -542410.687500 Penalty: 2782.579834
	Iteration 29Q: 3 clusters Score -542410.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -542460.187500 Penalty: 2782.579834
	Iteration 30Q: 3 clusters Score -542460.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -542526.125000 Penalty: 2782.579834
	Iteration 31Q: 3 clusters Score -542526.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -542568.812500 Penalty: 2782.579834
	Iteration 32Q: 3 clusters Score -542568.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -542612.000000 Penalty: 2782.579834
	Iteration 33Q: 3 clusters Score -542612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -542644.812500 Penalty: 2782.579834
	Iteration 34Q: 3 clusters Score -542644.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -542680.625000 Penalty: 2782.579834
	Iteration 35Q: 3 clusters Score -542680.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -542716.250000 Penalty: 2782.579834
	Iteration 36Q: 3 clusters Score -542716.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -542750.625000 Penalty: 2782.579834
	Iteration 37Q: 3 clusters Score -542750.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -542771.812500 Penalty: 2782.579834
	Iteration 38Q: 3 clusters Score -542771.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -542791.312500 Penalty: 2782.579834
	Iteration 39Q: 3 clusters Score -542791.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -542812.937500 Penalty: 2782.579834
	Iteration 40F: 3 clusters Score -542812.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -542828.625000 Penalty: 2782.579834
	Iteration 41Q: 3 clusters Score -542828.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -542845.250000 Penalty: 2782.579834
	Iteration 42Q: 3 clusters Score -542845.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -542859.062500 Penalty: 2782.579834
	Iteration 43Q: 3 clusters Score -542859.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -542872.250000 Penalty: 2782.579834
	Iteration 44Q: 3 clusters Score -542872.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -542885.437500 Penalty: 2782.579834
	Iteration 45Q: 3 clusters Score -542885.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -542894.187500 Penalty: 2782.579834
	Iteration 46Q: 3 clusters Score -542894.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -542906.000000 Penalty: 2782.579834
	Iteration 47Q: 3 clusters Score -542906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -542916.437500 Penalty: 2782.579834
	Iteration 48Q: 3 clusters Score -542916.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -542923.750000 Penalty: 2782.579834
	Iteration 49Q: 3 clusters Score -542923.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -542930.500000 Penalty: 2782.579834
	Iteration 50Q: 3 clusters Score -542930.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -542938.312500 Penalty: 2782.579834
	Iteration 51Q: 3 clusters Score -542938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -542952.500000 Penalty: 2782.579834
	Iteration 52Q: 3 clusters Score -542952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -542965.500000 Penalty: 2782.579834
	Iteration 53Q: 3 clusters Score -542965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -542977.687500 Penalty: 2782.579834
	Iteration 54Q: 3 clusters Score -542977.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -542988.875000 Penalty: 2782.579834
	Iteration 55Q: 3 clusters Score -542988.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -543000.000000 Penalty: 2782.579834
	Iteration 56Q: 3 clusters Score -543000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -543014.187500 Penalty: 2782.579834
	Iteration 57Q: 3 clusters Score -543014.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -543028.687500 Penalty: 2782.579834
	Iteration 58Q: 3 clusters Score -543028.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -543042.875000 Penalty: 2782.579834
	Iteration 59Q: 3 clusters Score -543042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -543055.562500 Penalty: 2782.579834
	Iteration 60F: 3 clusters Score -543055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -543068.187500 Penalty: 2782.579834
	Iteration 61Q: 3 clusters Score -543068.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -543078.125000 Penalty: 2782.579834
	Iteration 62Q: 3 clusters Score -543078.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -543088.625000 Penalty: 2782.579834
	Iteration 63Q: 3 clusters Score -543088.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -543100.750000 Penalty: 2782.579834
	Iteration 64Q: 3 clusters Score -543100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -543108.562500 Penalty: 2782.579834
	Iteration 65Q: 3 clusters Score -543108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -543115.875000 Penalty: 2782.579834
	Iteration 66Q: 3 clusters Score -543115.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -543120.937500 Penalty: 2782.579834
	Iteration 67Q: 3 clusters Score -543120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -543129.562500 Penalty: 2782.579834
	Iteration 68Q: 3 clusters Score -543129.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -543137.312500 Penalty: 2782.579834
	Iteration 69Q: 3 clusters Score -543137.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -543146.937500 Penalty: 2782.579834
	Iteration 70Q: 3 clusters Score -543146.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -543154.937500 Penalty: 2782.579834
	Iteration 71Q: 3 clusters Score -543154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -543162.875000 Penalty: 2782.579834
	Iteration 72Q: 3 clusters Score -543162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -543167.875000 Penalty: 2782.579834
	Iteration 73Q: 3 clusters Score -543167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -543171.125000 Penalty: 2782.579834
	Iteration 74Q: 3 clusters Score -543171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -543173.312500 Penalty: 2782.579834
	Iteration 75Q: 3 clusters Score -543173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -543176.937500 Penalty: 2782.579834
	Iteration 76Q: 3 clusters Score -543176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -543178.000000 Penalty: 2782.579834
	Iteration 77Q: 3 clusters Score -543178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -543180.375000 Penalty: 2782.579834
	Iteration 78Q: 3 clusters Score -543180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -543180.375000 Penalty: 2782.579834
	Iteration 79F: 3 clusters Score -543180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -109839.304688 Penalty: 1144.938721
	Iteration 0F: 2 clusters Score -109839.3 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 590 members 
Entering Unmasked Estep 
Score: -108302.843750 Penalty: 2289.877441
	Iteration 0F: 3 clusters Score -108302.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -108597.804688 Penalty: 2289.877441
	Iteration 1F: 3 clusters Score -108597.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -108690.335938 Penalty: 2289.877441
	Iteration 2F: 3 clusters Score -108690.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -108730.843750 Penalty: 2289.877441
	Iteration 3Q: 3 clusters Score -108730.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -108761.875000 Penalty: 2289.877441
	Iteration 4Q: 3 clusters Score -108761.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -108789.531250 Penalty: 2289.877441
	Iteration 5Q: 3 clusters Score -108789.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -108805.320312 Penalty: 2289.877441
	Iteration 6Q: 3 clusters Score -108805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -108820.078125 Penalty: 2289.877441
	Iteration 7Q: 3 clusters Score -108820.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -108830.257812 Penalty: 2289.877441
	Iteration 8Q: 3 clusters Score -108830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -108845.656250 Penalty: 2289.877441
	Iteration 9Q: 3 clusters Score -108845.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -108864.515625 Penalty: 2289.877441
	Iteration 10Q: 3 clusters Score -108864.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -108876.242188 Penalty: 2289.877441
	Iteration 11Q: 3 clusters Score -108876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -108886.515625 Penalty: 2289.877441
	Iteration 12Q: 3 clusters Score -108886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -108896.031250 Penalty: 2289.877441
	Iteration 13Q: 3 clusters Score -108896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108906.695312 Penalty: 2289.877441
	Iteration 14Q: 3 clusters Score -108906.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108913.867188 Penalty: 2289.877441
	Iteration 15Q: 3 clusters Score -108913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108917.921875 Penalty: 2289.877441
	Iteration 16Q: 3 clusters Score -108917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108919.179688 Penalty: 2289.877441
	Iteration 17Q: 3 clusters Score -108919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -108922.289062 Penalty: 2289.877441
	Iteration 18Q: 3 clusters Score -108922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -108929.562500 Penalty: 2289.877441
	Iteration 19Q: 3 clusters Score -108929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108935.546875 Penalty: 2289.877441
	Iteration 20F: 3 clusters Score -108935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -108946.812500 Penalty: 2289.877441
	Iteration 21Q: 3 clusters Score -108946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -108962.914062 Penalty: 2289.877441
	Iteration 22Q: 3 clusters Score -108962.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -108970.421875 Penalty: 2289.877441
	Iteration 23Q: 3 clusters Score -108970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -108976.695312 Penalty: 2289.877441
	Iteration 24Q: 3 clusters Score -108976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -108980.765625 Penalty: 2289.877441
	Iteration 25Q: 3 clusters Score -108980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108987.546875 Penalty: 2289.877441
	Iteration 26Q: 3 clusters Score -108987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -108993.093750 Penalty: 2289.877441
	Iteration 27Q: 3 clusters Score -108993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108996.562500 Penalty: 2289.877441
	Iteration 28Q: 3 clusters Score -108996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -109000.828125 Penalty: 2289.877441
	Iteration 29Q: 3 clusters Score -109000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -109007.828125 Penalty: 2289.877441
	Iteration 30Q: 3 clusters Score -109007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -109013.476562 Penalty: 2289.877441
	Iteration 31Q: 3 clusters Score -109013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109026.406250 Penalty: 2289.877441
	Iteration 32Q: 3 clusters Score -109026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109034.070312 Penalty: 2289.877441
	Iteration 33Q: 3 clusters Score -109034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109043.109375 Penalty: 2289.877441
	Iteration 34Q: 3 clusters Score -109043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -109048.640625 Penalty: 2289.877441
	Iteration 35Q: 3 clusters Score -109048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -109050.335938 Penalty: 2289.877441
	Iteration 36Q: 3 clusters Score -109050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -109053.687500 Penalty: 2289.877441
	Iteration 37Q: 3 clusters Score -109053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109057.546875 Penalty: 2289.877441
	Iteration 38Q: 3 clusters Score -109057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109058.671875 Penalty: 2289.877441
	Iteration 39Q: 3 clusters Score -109058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109058.953125 Penalty: 2289.877441
	Iteration 40F: 3 clusters Score -109059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -109059.406250 Penalty: 2289.877441
	Iteration 41Q: 3 clusters Score -109059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -109060.742188 Penalty: 2289.877441
	Iteration 42Q: 3 clusters Score -109060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -109061.453125 Penalty: 2289.877441
	Iteration 43Q: 3 clusters Score -109061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -109061.453125 Penalty: 2289.877441
	Iteration 44F: 3 clusters Score -109061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -302171.062500 Penalty: 1308.083862
	Iteration 0F: 2 clusters Score -302171.1 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 1547 members 
Entering Unmasked Estep 
Score: -299421.687500 Penalty: 2616.167725
	Iteration 0F: 3 clusters Score -299421.7 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -300210.687500 Penalty: 2616.167725
	Iteration 1F: 3 clusters Score -300210.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -300397.906250 Penalty: 2616.167725
	Iteration 2F: 3 clusters Score -300397.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -300564.000000 Penalty: 2616.167725
	Iteration 3F: 3 clusters Score -300564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -300712.718750 Penalty: 2616.167725
	Iteration 4F: 3 clusters Score -300712.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -300835.625000 Penalty: 2616.167725
	Iteration 5Q: 3 clusters Score -300835.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -300957.343750 Penalty: 2616.167725
	Iteration 6Q: 3 clusters Score -300957.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -301071.375000 Penalty: 2616.167725
	Iteration 7Q: 3 clusters Score -301071.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -301201.687500 Penalty: 2616.167725
	Iteration 8Q: 3 clusters Score -301201.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -301328.500000 Penalty: 2616.167725
	Iteration 9Q: 3 clusters Score -301328.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -301450.843750 Penalty: 2616.167725
	Iteration 10Q: 3 clusters Score -301450.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -301543.593750 Penalty: 2616.167725
	Iteration 11Q: 3 clusters Score -301543.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -301592.468750 Penalty: 2616.167725
	Iteration 12Q: 3 clusters Score -301592.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -301618.625000 Penalty: 2616.167725
	Iteration 13Q: 3 clusters Score -301618.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -301639.562500 Penalty: 2616.167725
	Iteration 14Q: 3 clusters Score -301639.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -301655.062500 Penalty: 2616.167725
	Iteration 15Q: 3 clusters Score -301655.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -301662.718750 Penalty: 2616.167725
	Iteration 16Q: 3 clusters Score -301662.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -301670.281250 Penalty: 2616.167725
	Iteration 17Q: 3 clusters Score -301670.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -301676.531250 Penalty: 2616.167725
	Iteration 18Q: 3 clusters Score -301676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -301682.312500 Penalty: 2616.167725
	Iteration 19Q: 3 clusters Score -301682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -301685.093750 Penalty: 2616.167725
	Iteration 20F: 3 clusters Score -301685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -301687.500000 Penalty: 2616.167725
	Iteration 21Q: 3 clusters Score -301687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -301688.625000 Penalty: 2616.167725
	Iteration 22Q: 3 clusters Score -301688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -301688.843750 Penalty: 2616.167725
	Iteration 23Q: 3 clusters Score -301688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -301690.312500 Penalty: 2616.167725
	Iteration 24Q: 3 clusters Score -301690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -301690.250000 Penalty: 2616.167725
	Iteration 25Q: 3 clusters Score -301690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -301690.937500 Penalty: 2616.167725
	Iteration 26Q: 3 clusters Score -301690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -301691.125000 Penalty: 2616.167725
	Iteration 27Q: 3 clusters Score -301691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -301692.031250 Penalty: 2616.167725
	Iteration 28Q: 3 clusters Score -301692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -301691.968750 Penalty: 2616.167725
	Iteration 29Q: 3 clusters Score -301692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -301691.968750 Penalty: 2616.167725
	Iteration 30F: 3 clusters Score -301692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Entering Unmasked Estep 
Score: -10654877.000000 Penalty: 1876.630493
	Iteration 0F: 2 clusters Score -1.065488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -10586674.000000 Penalty: 3753.260986
	Iteration 0F: 3 clusters Score -1.058667e+07 nChanged 49418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -10615247.000000 Penalty: 3753.260986
	Iteration 1F: 3 clusters Score -1.061525e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -10616152.000000 Penalty: 3753.260986
	Iteration 2Q: 3 clusters Score -1.061615e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -10617421.000000 Penalty: 3753.260986
	Iteration 3Q: 3 clusters Score -1.061742e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -10619580.000000 Penalty: 3753.260986
	Iteration 4Q: 3 clusters Score -1.061958e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -10623323.000000 Penalty: 3753.260986
	Iteration 5F: 3 clusters Score -1.062332e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -10629297.000000 Penalty: 3753.260986
	Iteration 6F: 3 clusters Score -1.06293e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -10636711.000000 Penalty: 3753.260986
	Iteration 7F: 3 clusters Score -1.063671e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -10643471.000000 Penalty: 3753.260986
	Iteration 8F: 3 clusters Score -1.064347e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -10648404.000000 Penalty: 3753.260986
	Iteration 9F: 3 clusters Score -1.06484e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -10651005.000000 Penalty: 3753.260986
	Iteration 10Q: 3 clusters Score -1.0651e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10652255.000000 Penalty: 3753.260986
	Iteration 11Q: 3 clusters Score -1.065226e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10652840.000000 Penalty: 3753.260986
	Iteration 12Q: 3 clusters Score -1.065284e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10653097.000000 Penalty: 3753.260986
	Iteration 13Q: 3 clusters Score -1.06531e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102977 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10653243.000000 Penalty: 3753.260986
	Iteration 14Q: 3 clusters Score -1.065324e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10653318.000000 Penalty: 3753.260986
	Iteration 15Q: 3 clusters Score -1.065332e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10653381.000000 Penalty: 3753.260986
	Iteration 16Q: 3 clusters Score -1.065338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10653450.000000 Penalty: 3753.260986
	Iteration 17Q: 3 clusters Score -1.065345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10653519.000000 Penalty: 3753.260986
	Iteration 18Q: 3 clusters Score -1.065352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10653554.000000 Penalty: 3753.260986
	Iteration 19Q: 3 clusters Score -1.065355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10653580.000000 Penalty: 3753.260986
	Iteration 20F: 3 clusters Score -1.065358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10653593.000000 Penalty: 3753.260986
	Iteration 21Q: 3 clusters Score -1.065359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10653620.000000 Penalty: 3753.260986
	Iteration 22Q: 3 clusters Score -1.065362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10653634.000000 Penalty: 3753.260986
	Iteration 23Q: 3 clusters Score -1.065363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10653641.000000 Penalty: 3753.260986
	Iteration 24Q: 3 clusters Score -1.065364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10653643.000000 Penalty: 3753.260986
	Iteration 25Q: 3 clusters Score -1.065364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10653655.000000 Penalty: 3753.260986
	Iteration 26Q: 3 clusters Score -1.065366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10653679.000000 Penalty: 3753.260986
	Iteration 27Q: 3 clusters Score -1.065368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10653685.000000 Penalty: 3753.260986
	Iteration 28Q: 3 clusters Score -1.065368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10653706.000000 Penalty: 3753.260986
	Iteration 29Q: 3 clusters Score -1.065371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10653710.000000 Penalty: 3753.260986
	Iteration 30Q: 3 clusters Score -1.065371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10653715.000000 Penalty: 3753.260986
	Iteration 31Q: 3 clusters Score -1.065372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10653725.000000 Penalty: 3753.260986
	Iteration 32Q: 3 clusters Score -1.065372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10653723.000000 Penalty: 3753.260986
	Iteration 33Q: 3 clusters Score -1.065372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10653723.000000 Penalty: 3753.260986
	Iteration 34Q: 3 clusters Score -1.065372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10653726.000000 Penalty: 3753.260986
	Iteration 35Q: 3 clusters Score -1.065373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10653726.000000 Penalty: 3753.260986
	Iteration 36F: 3 clusters Score -1.065373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -430558.375000 Penalty: 1362.159302
	Iteration 0F: 2 clusters Score -430558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -426952.812500 Penalty: 2724.318604
	Iteration 0F: 3 clusters Score -426952.8 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -427919.062500 Penalty: 2724.318604
	Iteration 1F: 3 clusters Score -427919.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -428135.687500 Penalty: 2724.318604
	Iteration 2F: 3 clusters Score -428135.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -428296.281250 Penalty: 2724.318604
	Iteration 3F: 3 clusters Score -428296.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -428403.875000 Penalty: 2724.318604
	Iteration 4Q: 3 clusters Score -428403.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -428477.468750 Penalty: 2724.318604
	Iteration 5Q: 3 clusters Score -428477.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -428537.468750 Penalty: 2724.318604
	Iteration 6Q: 3 clusters Score -428537.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -428601.000000 Penalty: 2724.318604
	Iteration 7Q: 3 clusters Score -428601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -428696.375000 Penalty: 2724.318604
	Iteration 8Q: 3 clusters Score -428696.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428814.156250 Penalty: 2724.318604
	Iteration 9Q: 3 clusters Score -428814.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -428928.156250 Penalty: 2724.318604
	Iteration 10Q: 3 clusters Score -428928.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -429024.906250 Penalty: 2724.318604
	Iteration 11Q: 3 clusters Score -429024.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -429115.250000 Penalty: 2724.318604
	Iteration 12Q: 3 clusters Score -429115.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -429175.468750 Penalty: 2724.318604
	Iteration 13Q: 3 clusters Score -429175.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -429221.125000 Penalty: 2724.318604
	Iteration 14Q: 3 clusters Score -429221.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -429254.218750 Penalty: 2724.318604
	Iteration 15Q: 3 clusters Score -429254.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -429291.718750 Penalty: 2724.318604
	Iteration 16Q: 3 clusters Score -429291.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -429328.343750 Penalty: 2724.318604
	Iteration 17Q: 3 clusters Score -429328.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -429364.250000 Penalty: 2724.318604
	Iteration 18Q: 3 clusters Score -429364.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -429392.656250 Penalty: 2724.318604
	Iteration 19Q: 3 clusters Score -429392.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -429426.343750 Penalty: 2724.318604
	Iteration 20F: 3 clusters Score -429426.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -429468.250000 Penalty: 2724.318604
	Iteration 21Q: 3 clusters Score -429468.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -429505.187500 Penalty: 2724.318604
	Iteration 22Q: 3 clusters Score -429505.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -429533.406250 Penalty: 2724.318604
	Iteration 23Q: 3 clusters Score -429533.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -429562.031250 Penalty: 2724.318604
	Iteration 24Q: 3 clusters Score -429562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -429585.843750 Penalty: 2724.318604
	Iteration 25Q: 3 clusters Score -429585.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -429597.781250 Penalty: 2724.318604
	Iteration 26Q: 3 clusters Score -429597.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -429608.343750 Penalty: 2724.318604
	Iteration 27Q: 3 clusters Score -429608.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -429615.281250 Penalty: 2724.318604
	Iteration 28Q: 3 clusters Score -429615.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -429622.281250 Penalty: 2724.318604
	Iteration 29Q: 3 clusters Score -429622.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -429630.031250 Penalty: 2724.318604
	Iteration 30Q: 3 clusters Score -429630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -429636.156250 Penalty: 2724.318604
	Iteration 31Q: 3 clusters Score -429636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -429645.625000 Penalty: 2724.318604
	Iteration 32Q: 3 clusters Score -429645.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -429654.062500 Penalty: 2724.318604
	Iteration 33Q: 3 clusters Score -429654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -429659.593750 Penalty: 2724.318604
	Iteration 34Q: 3 clusters Score -429659.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -429668.750000 Penalty: 2724.318604
	Iteration 35Q: 3 clusters Score -429668.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -429680.531250 Penalty: 2724.318604
	Iteration 36Q: 3 clusters Score -429680.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -429690.312500 Penalty: 2724.318604
	Iteration 37Q: 3 clusters Score -429690.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -429701.500000 Penalty: 2724.318604
	Iteration 38Q: 3 clusters Score -429701.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -429708.437500 Penalty: 2724.318604
	Iteration 39Q: 3 clusters Score -429708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -429712.437500 Penalty: 2724.318604
	Iteration 40F: 3 clusters Score -429712.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -429717.625000 Penalty: 2724.318604
	Iteration 41Q: 3 clusters Score -429717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -429721.500000 Penalty: 2724.318604
	Iteration 42Q: 3 clusters Score -429721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -429725.125000 Penalty: 2724.318604
	Iteration 43Q: 3 clusters Score -429725.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -429729.750000 Penalty: 2724.318604
	Iteration 44Q: 3 clusters Score -429729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -429732.968750 Penalty: 2724.318604
	Iteration 45Q: 3 clusters Score -429733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -429736.125000 Penalty: 2724.318604
	Iteration 46Q: 3 clusters Score -429736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429745.468750 Penalty: 2724.318604
	Iteration 47Q: 3 clusters Score -429745.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -429761.156250 Penalty: 2724.318604
	Iteration 48Q: 3 clusters Score -429761.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -429779.531250 Penalty: 2724.318604
	Iteration 49Q: 3 clusters Score -429779.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -429797.656250 Penalty: 2724.318604
	Iteration 50Q: 3 clusters Score -429797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -429814.468750 Penalty: 2724.318604
	Iteration 51Q: 3 clusters Score -429814.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -429836.093750 Penalty: 2724.318604
	Iteration 52Q: 3 clusters Score -429836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -429843.531250 Penalty: 2724.318604
	Iteration 53Q: 3 clusters Score -429843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -429846.312500 Penalty: 2724.318604
	Iteration 54Q: 3 clusters Score -429846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -429851.093750 Penalty: 2724.318604
	Iteration 55Q: 3 clusters Score -429851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -429854.125000 Penalty: 2724.318604
	Iteration 56Q: 3 clusters Score -429854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -429856.062500 Penalty: 2724.318604
	Iteration 57Q: 3 clusters Score -429856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -429856.281250 Penalty: 2724.318604
	Iteration 58Q: 3 clusters Score -429856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -429856.750000 Penalty: 2724.318604
	Iteration 59Q: 3 clusters Score -429856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -429856.750000 Penalty: 2724.318604
	Iteration 60F: 3 clusters Score -429856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -378071.625000 Penalty: 1339.533325
	Iteration 0F: 2 clusters Score -378071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -374902.375000 Penalty: 2679.066650
	Iteration 0F: 3 clusters Score -374902.4 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -375791.000000 Penalty: 2679.066650
	Iteration 1F: 3 clusters Score -375791 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -376105.500000 Penalty: 2679.066650
	Iteration 2F: 3 clusters Score -376105.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -376491.125000 Penalty: 2679.066650
	Iteration 3F: 3 clusters Score -376491.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -377082.375000 Penalty: 2679.066650
	Iteration 4F: 3 clusters Score -377082.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -377774.562500 Penalty: 2679.066650
	Iteration 5F: 3 clusters Score -377774.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -378392.156250 Penalty: 2679.066650
	Iteration 6F: 3 clusters Score -378392.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -378760.281250 Penalty: 2679.066650
	Iteration 7F: 3 clusters Score -378760.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -378879.812500 Penalty: 2679.066650
	Iteration 8Q: 3 clusters Score -378879.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -378902.562500 Penalty: 2679.066650
	Iteration 9Q: 3 clusters Score -378902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -378906.031250 Penalty: 2679.066650
	Iteration 10Q: 3 clusters Score -378906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -378908.625000 Penalty: 2679.066650
	Iteration 11Q: 3 clusters Score -378908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -378910.062500 Penalty: 2679.066650
	Iteration 12Q: 3 clusters Score -378910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -378909.875000 Penalty: 2679.066650
	Iteration 13Q: 3 clusters Score -378909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -378910.687500 Penalty: 2679.066650
	Iteration 14Q: 3 clusters Score -378910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -378910.687500 Penalty: 2679.066650
	Iteration 15F: 3 clusters Score -378910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 1885 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 1917 members 
Entering Unmasked Estep 
Score: -54946088.000000 Penalty: 85999.031250
Splitting cluster 33 changes total score from -54946172.000000 to -54946088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -225492.406250 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -225492.4 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 1165 members 
Entering Unmasked Estep 
Score: -223286.265625 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -223286.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -223914.890625 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -223914.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224129.312500 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -224129.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224252.812500 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -224252.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224357.484375 Penalty: 2517.828613
	Iteration 4F: 3 clusters Score -224357.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -224447.156250 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -224447.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224524.390625 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -224524.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224597.484375 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -224597.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224651.187500 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -224651.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224687.828125 Penalty: 2517.828613
	Iteration 9Q: 3 clusters Score -224687.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -224717.078125 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -224717.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224737.281250 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -224737.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224745.390625 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -224745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -224753.812500 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -224753.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -224762.421875 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -224762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -224769.359375 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -224769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224777.453125 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -224777.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224785.078125 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -224785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224787.593750 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -224787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224787.890625 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -224787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -224788.734375 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -224788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224790.062500 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -224790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224791.015625 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -224791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224791.625000 Penalty: 2517.828613
	Iteration 23Q: 3 clusters Score -224791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224794.093750 Penalty: 2517.828613
	Iteration 24Q: 3 clusters Score -224794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224794.781250 Penalty: 2517.828613
	Iteration 25Q: 3 clusters Score -224794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -224794.937500 Penalty: 2517.828613
	Iteration 26Q: 3 clusters Score -224794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224795.906250 Penalty: 2517.828613
	Iteration 27Q: 3 clusters Score -224795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224798.218750 Penalty: 2517.828613
	Iteration 28Q: 3 clusters Score -224798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224799.906250 Penalty: 2517.828613
	Iteration 29Q: 3 clusters Score -224799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224803.671875 Penalty: 2517.828613
	Iteration 30Q: 3 clusters Score -224803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224806.515625 Penalty: 2517.828613
	Iteration 31Q: 3 clusters Score -224806.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224809.250000 Penalty: 2517.828613
	Iteration 32Q: 3 clusters Score -224809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224811.671875 Penalty: 2517.828613
	Iteration 33Q: 3 clusters Score -224811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224816.515625 Penalty: 2517.828613
	Iteration 34Q: 3 clusters Score -224816.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224818.218750 Penalty: 2517.828613
	Iteration 35Q: 3 clusters Score -224818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224819.562500 Penalty: 2517.828613
	Iteration 36Q: 3 clusters Score -224819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224820.125000 Penalty: 2517.828613
	Iteration 37Q: 3 clusters Score -224820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224820.687500 Penalty: 2517.828613
	Iteration 38Q: 3 clusters Score -224820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224821.453125 Penalty: 2517.828613
	Iteration 39Q: 3 clusters Score -224821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224821.984375 Penalty: 2517.828613
	Iteration 40F: 3 clusters Score -224822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224823.828125 Penalty: 2517.828613
	Iteration 41Q: 3 clusters Score -224823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224825.171875 Penalty: 2517.828613
	Iteration 42Q: 3 clusters Score -224825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224826.453125 Penalty: 2517.828613
	Iteration 43Q: 3 clusters Score -224826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224826.687500 Penalty: 2517.828613
	Iteration 44Q: 3 clusters Score -224826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224826.687500 Penalty: 2517.828613
	Iteration 45F: 3 clusters Score -224826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -352130.843750 Penalty: 1329.575073
	Iteration 0F: 2 clusters Score -352130.8 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 1810 members 
Entering Unmasked Estep 
Score: -349047.906250 Penalty: 2659.150146
	Iteration 0F: 3 clusters Score -349047.9 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -349845.343750 Penalty: 2659.150146
	Iteration 1F: 3 clusters Score -349845.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -350048.781250 Penalty: 2659.150146
	Iteration 2F: 3 clusters Score -350048.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -350226.875000 Penalty: 2659.150146
	Iteration 3F: 3 clusters Score -350226.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -350391.125000 Penalty: 2659.150146
	Iteration 4F: 3 clusters Score -350391.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350560.343750 Penalty: 2659.150146
	Iteration 5Q: 3 clusters Score -350560.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -350762.375000 Penalty: 2659.150146
	Iteration 6F: 3 clusters Score -350762.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -350974.281250 Penalty: 2659.150146
	Iteration 7F: 3 clusters Score -350974.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -351209.875000 Penalty: 2659.150146
	Iteration 8F: 3 clusters Score -351209.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -351370.468750 Penalty: 2659.150146
	Iteration 9Q: 3 clusters Score -351370.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351465.843750 Penalty: 2659.150146
	Iteration 10Q: 3 clusters Score -351465.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -351518.812500 Penalty: 2659.150146
	Iteration 11Q: 3 clusters Score -351518.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -351549.281250 Penalty: 2659.150146
	Iteration 12Q: 3 clusters Score -351549.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -351568.875000 Penalty: 2659.150146
	Iteration 13Q: 3 clusters Score -351568.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -351584.406250 Penalty: 2659.150146
	Iteration 14Q: 3 clusters Score -351584.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -351601.281250 Penalty: 2659.150146
	Iteration 15Q: 3 clusters Score -351601.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -351613.125000 Penalty: 2659.150146
	Iteration 16Q: 3 clusters Score -351613.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -351621.906250 Penalty: 2659.150146
	Iteration 17Q: 3 clusters Score -351621.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -351626.093750 Penalty: 2659.150146
	Iteration 18Q: 3 clusters Score -351626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -351628.843750 Penalty: 2659.150146
	Iteration 19Q: 3 clusters Score -351628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -351632.187500 Penalty: 2659.150146
	Iteration 20F: 3 clusters Score -351632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -351634.843750 Penalty: 2659.150146
	Iteration 21Q: 3 clusters Score -351634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -351637.406250 Penalty: 2659.150146
	Iteration 22Q: 3 clusters Score -351637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -351640.531250 Penalty: 2659.150146
	Iteration 23Q: 3 clusters Score -351640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -351642.343750 Penalty: 2659.150146
	Iteration 24Q: 3 clusters Score -351642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -351645.406250 Penalty: 2659.150146
	Iteration 25Q: 3 clusters Score -351645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -351648.281250 Penalty: 2659.150146
	Iteration 26Q: 3 clusters Score -351648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -351652.843750 Penalty: 2659.150146
	Iteration 27Q: 3 clusters Score -351652.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -351655.500000 Penalty: 2659.150146
	Iteration 28Q: 3 clusters Score -351655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -351659.937500 Penalty: 2659.150146
	Iteration 29Q: 3 clusters Score -351659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -351666.062500 Penalty: 2659.150146
	Iteration 30Q: 3 clusters Score -351666.1 nChanged 17
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: -351675.906250 Penalty: 2659.150146
	Iteration 31Q: 3 clusters Score -351675.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -351695.437500 Penalty: 2659.150146
	Iteration 32Q: 3 clusters Score -351695.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -351724.906250 Penalty: 2659.150146
	Iteration 33Q: 3 clusters Score -351724.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -351783.406250 Penalty: 2659.150146
	Iteration 34Q: 3 clusters Score -351783.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -351900.343750 Penalty: 2659.150146
	Iteration 35Q: 3 clusters Score -351900.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -352094.156250 Penalty: 2659.150146
	Iteration 36Q: 3 clusters Score -352094.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -352401.000000 Penalty: 2659.150146
	Iteration 37Q: 3 clusters Score -352401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -352643.062500 Penalty: 2659.150146
	Iteration 38Q: 3 clusters Score -352643.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -352710.000000 Penalty: 2659.150146
	Iteration 39Q: 3 clusters Score -352710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352731.656250 Penalty: 2659.150146
	Iteration 40F: 3 clusters Score -352731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -352736.500000 Penalty: 2659.150146
	Iteration 41Q: 3 clusters Score -352736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -352738.562500 Penalty: 2659.150146
	Iteration 42Q: 3 clusters Score -352738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -352738.812500 Penalty: 2659.150146
	Iteration 43Q: 3 clusters Score -352738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -352739.093750 Penalty: 2659.150146
	Iteration 44Q: 3 clusters Score -352739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -352739.093750 Penalty: 2659.150146
	Iteration 45F: 3 clusters Score -352739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Mstep: Class 40 contains 1321 members 
Entering Unmasked Estep 
Score: -54945860.000000 Penalty: 85999.031250
Splitting cluster 35 changes total score from -54946172.000000 to -54945860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -457170.718750 Penalty: 1371.164307
	Iteration 0F: 2 clusters Score -457170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -453452.375000 Penalty: 2742.328613
	Iteration 0F: 3 clusters Score -453452.4 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -454559.531250 Penalty: 2742.328613
	Iteration 1F: 3 clusters Score -454559.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -454762.187500 Penalty: 2742.328613
	Iteration 2F: 3 clusters Score -454762.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -454914.031250 Penalty: 2742.328613
	Iteration 3F: 3 clusters Score -454914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -455029.875000 Penalty: 2742.328613
	Iteration 4Q: 3 clusters Score -455029.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -455131.250000 Penalty: 2742.328613
	Iteration 5Q: 3 clusters Score -455131.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -455232.406250 Penalty: 2742.328613
	Iteration 6Q: 3 clusters Score -455232.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -455318.406250 Penalty: 2742.328613
	Iteration 7Q: 3 clusters Score -455318.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -455403.375000 Penalty: 2742.328613
	Iteration 8Q: 3 clusters Score -455403.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -455470.500000 Penalty: 2742.328613
	Iteration 9Q: 3 clusters Score -455470.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -455537.812500 Penalty: 2742.328613
	Iteration 10Q: 3 clusters Score -455537.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -455603.843750 Penalty: 2742.328613
	Iteration 11Q: 3 clusters Score -455603.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -455676.437500 Penalty: 2742.328613
	Iteration 12Q: 3 clusters Score -455676.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -455746.625000 Penalty: 2742.328613
	Iteration 13Q: 3 clusters Score -455746.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -455822.812500 Penalty: 2742.328613
	Iteration 14Q: 3 clusters Score -455822.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -455885.281250 Penalty: 2742.328613
	Iteration 15Q: 3 clusters Score -455885.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -455928.500000 Penalty: 2742.328613
	Iteration 16Q: 3 clusters Score -455928.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -455958.906250 Penalty: 2742.328613
	Iteration 17Q: 3 clusters Score -455958.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455980.406250 Penalty: 2742.328613
	Iteration 18Q: 3 clusters Score -455980.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -455993.937500 Penalty: 2742.328613
	Iteration 19Q: 3 clusters Score -455993.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -455999.937500 Penalty: 2742.328613
	Iteration 20F: 3 clusters Score -455999.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -456004.468750 Penalty: 2742.328613
	Iteration 21Q: 3 clusters Score -456004.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -456009.125000 Penalty: 2742.328613
	Iteration 22Q: 3 clusters Score -456009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -456011.031250 Penalty: 2742.328613
	Iteration 23Q: 3 clusters Score -456011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -456014.156250 Penalty: 2742.328613
	Iteration 24Q: 3 clusters Score -456014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -456015.281250 Penalty: 2742.328613
	Iteration 25Q: 3 clusters Score -456015.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -456019.125000 Penalty: 2742.328613
	Iteration 26Q: 3 clusters Score -456019.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -456025.093750 Penalty: 2742.328613
	Iteration 27Q: 3 clusters Score -456025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -456031.343750 Penalty: 2742.328613
	Iteration 28Q: 3 clusters Score -456031.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -456036.968750 Penalty: 2742.328613
	Iteration 29Q: 3 clusters Score -456037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -456040.156250 Penalty: 2742.328613
	Iteration 30Q: 3 clusters Score -456040.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -456044.937500 Penalty: 2742.328613
	Iteration 31Q: 3 clusters Score -456044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -456046.437500 Penalty: 2742.328613
	Iteration 32Q: 3 clusters Score -456046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -456046.843750 Penalty: 2742.328613
	Iteration 33Q: 3 clusters Score -456046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -456046.843750 Penalty: 2742.328613
	Iteration 34F: 3 clusters Score -456046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Entering Unmasked Estep 
Score: -1930457.500000 Penalty: 1614.175171
	Iteration 0F: 2 clusters Score -1930458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1916385.625000 Penalty: 3228.350342
	Iteration 0F: 3 clusters Score -1916386 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1921794.375000 Penalty: 3228.350342
	Iteration 1F: 3 clusters Score -1921794 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1922412.625000 Penalty: 3228.350342
	Iteration 2F: 3 clusters Score -1922413 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1922983.000000 Penalty: 3228.350342
	Iteration 3F: 3 clusters Score -1922983 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1923548.750000 Penalty: 3228.350342
	Iteration 4F: 3 clusters Score -1923549 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1924100.625000 Penalty: 3228.350342
	Iteration 5F: 3 clusters Score -1924101 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1924590.750000 Penalty: 3228.350342
	Iteration 6F: 3 clusters Score -1924591 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1925029.375000 Penalty: 3228.350342
	Iteration 7Q: 3 clusters Score -1925029 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1925417.000000 Penalty: 3228.350342
	Iteration 8Q: 3 clusters Score -1925417 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1925750.125000 Penalty: 3228.350342
	Iteration 9Q: 3 clusters Score -1925750 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1926047.375000 Penalty: 3228.350342
	Iteration 10Q: 3 clusters Score -1926047 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1926311.250000 Penalty: 3228.350342
	Iteration 11Q: 3 clusters Score -1926311 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1926557.000000 Penalty: 3228.350342
	Iteration 12Q: 3 clusters Score -1926557 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1926801.250000 Penalty: 3228.350342
	Iteration 13Q: 3 clusters Score -1926801 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1927016.250000 Penalty: 3228.350342
	Iteration 14Q: 3 clusters Score -1927016 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1927260.500000 Penalty: 3228.350342
	Iteration 15Q: 3 clusters Score -1927260 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1927560.125000 Penalty: 3228.350342
	Iteration 16Q: 3 clusters Score -1927560 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1927900.250000 Penalty: 3228.350342
	Iteration 17Q: 3 clusters Score -1927900 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1928273.625000 Penalty: 3228.350342
	Iteration 18Q: 3 clusters Score -1928274 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1928648.875000 Penalty: 3228.350342
	Iteration 19Q: 3 clusters Score -1928649 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1929007.250000 Penalty: 3228.350342
	Iteration 20F: 3 clusters Score -1929007 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1929286.875000 Penalty: 3228.350342
	Iteration 21Q: 3 clusters Score -1929287 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1929470.625000 Penalty: 3228.350342
	Iteration 22Q: 3 clusters Score -1929471 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1929589.500000 Penalty: 3228.350342
	Iteration 23Q: 3 clusters Score -1929590 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -1929662.750000 Penalty: 3228.350342
	Iteration 24Q: 3 clusters Score -1929663 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1929711.625000 Penalty: 3228.350342
	Iteration 25Q: 3 clusters Score -1929712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1929761.375000 Penalty: 3228.350342
	Iteration 26Q: 3 clusters Score -1929761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1929798.125000 Penalty: 3228.350342
	Iteration 27Q: 3 clusters Score -1929798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1929829.125000 Penalty: 3228.350342
	Iteration 28Q: 3 clusters Score -1929829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1929850.250000 Penalty: 3228.350342
	Iteration 29Q: 3 clusters Score -1929850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -1929857.500000 Penalty: 3228.350342
	Iteration 30Q: 3 clusters Score -1929858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1929863.625000 Penalty: 3228.350342
	Iteration 31Q: 3 clusters Score -1929864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1929867.000000 Penalty: 3228.350342
	Iteration 32Q: 3 clusters Score -1929867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -1929871.000000 Penalty: 3228.350342
	Iteration 33Q: 3 clusters Score -1929871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1929871.000000 Penalty: 3228.350342
	Iteration 34Q: 3 clusters Score -1929871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1929871.625000 Penalty: 3228.350342
	Iteration 35Q: 3 clusters Score -1929872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1929872.250000 Penalty: 3228.350342
	Iteration 36Q: 3 clusters Score -1929872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1929872.250000 Penalty: 3228.350342
	Iteration 37F: 3 clusters Score -1929872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -369323.656250 Penalty: 1359.308228
	Iteration 0F: 2 clusters Score -369323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -365874.843750 Penalty: 2718.616455
	Iteration 0F: 3 clusters Score -365874.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -367008.375000 Penalty: 2718.616455
	Iteration 1F: 3 clusters Score -367008.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -367326.031250 Penalty: 2718.616455
	Iteration 2F: 3 clusters Score -367326 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -367599.062500 Penalty: 2718.616455
	Iteration 3F: 3 clusters Score -367599.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -367816.406250 Penalty: 2718.616455
	Iteration 4F: 3 clusters Score -367816.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -367965.843750 Penalty: 2718.616455
	Iteration 5F: 3 clusters Score -367965.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -368090.718750 Penalty: 2718.616455
	Iteration 6Q: 3 clusters Score -368090.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -368185.250000 Penalty: 2718.616455
	Iteration 7Q: 3 clusters Score -368185.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -368267.500000 Penalty: 2718.616455
	Iteration 8Q: 3 clusters Score -368267.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -368324.375000 Penalty: 2718.616455
	Iteration 9Q: 3 clusters Score -368324.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -368371.218750 Penalty: 2718.616455
	Iteration 10Q: 3 clusters Score -368371.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -368413.781250 Penalty: 2718.616455
	Iteration 11Q: 3 clusters Score -368413.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -368452.406250 Penalty: 2718.616455
	Iteration 12Q: 3 clusters Score -368452.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -368485.781250 Penalty: 2718.616455
	Iteration 13Q: 3 clusters Score -368485.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -368510.375000 Penalty: 2718.616455
	Iteration 14Q: 3 clusters Score -368510.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -368524.281250 Penalty: 2718.616455
	Iteration 15Q: 3 clusters Score -368524.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -368534.593750 Penalty: 2718.616455
	Iteration 16Q: 3 clusters Score -368534.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -368545.218750 Penalty: 2718.616455
	Iteration 17Q: 3 clusters Score -368545.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -368557.031250 Penalty: 2718.616455
	Iteration 18Q: 3 clusters Score -368557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -368566.468750 Penalty: 2718.616455
	Iteration 19Q: 3 clusters Score -368566.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -368576.593750 Penalty: 2718.616455
	Iteration 20F: 3 clusters Score -368576.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -368592.187500 Penalty: 2718.616455
	Iteration 21Q: 3 clusters Score -368592.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368599.593750 Penalty: 2718.616455
	Iteration 22Q: 3 clusters Score -368599.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -368610.781250 Penalty: 2718.616455
	Iteration 23Q: 3 clusters Score -368610.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -368619.812500 Penalty: 2718.616455
	Iteration 24Q: 3 clusters Score -368619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -368627.031250 Penalty: 2718.616455
	Iteration 25Q: 3 clusters Score -368627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -368632.656250 Penalty: 2718.616455
	Iteration 26Q: 3 clusters Score -368632.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -368640.531250 Penalty: 2718.616455
	Iteration 27Q: 3 clusters Score -368640.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -368651.468750 Penalty: 2718.616455
	Iteration 28Q: 3 clusters Score -368651.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -368657.718750 Penalty: 2718.616455
	Iteration 29Q: 3 clusters Score -368657.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -368661.312500 Penalty: 2718.616455
	Iteration 30Q: 3 clusters Score -368661.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -368667.718750 Penalty: 2718.616455
	Iteration 31Q: 3 clusters Score -368667.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -368674.375000 Penalty: 2718.616455
	Iteration 32Q: 3 clusters Score -368674.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -368677.281250 Penalty: 2718.616455
	Iteration 33Q: 3 clusters Score -368677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -368677.937500 Penalty: 2718.616455
	Iteration 34Q: 3 clusters Score -368677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -368680.250000 Penalty: 2718.616455
	Iteration 35Q: 3 clusters Score -368680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -368683.875000 Penalty: 2718.616455
	Iteration 36Q: 3 clusters Score -368683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -368686.281250 Penalty: 2718.616455
	Iteration 37Q: 3 clusters Score -368686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -368690.718750 Penalty: 2718.616455
	Iteration 38Q: 3 clusters Score -368690.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -368699.343750 Penalty: 2718.616455
	Iteration 39Q: 3 clusters Score -368699.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -368708.156250 Penalty: 2718.616455
	Iteration 40F: 3 clusters Score -368708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -368711.125000 Penalty: 2718.616455
	Iteration 41Q: 3 clusters Score -368711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -368714.625000 Penalty: 2718.616455
	Iteration 42Q: 3 clusters Score -368714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -368716.218750 Penalty: 2718.616455
	Iteration 43Q: 3 clusters Score -368716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -368717.500000 Penalty: 2718.616455
	Iteration 44Q: 3 clusters Score -368717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -368720.125000 Penalty: 2718.616455
	Iteration 45Q: 3 clusters Score -368720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -368722.843750 Penalty: 2718.616455
	Iteration 46Q: 3 clusters Score -368722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -368725.406250 Penalty: 2718.616455
	Iteration 47Q: 3 clusters Score -368725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -368729.312500 Penalty: 2718.616455
	Iteration 48Q: 3 clusters Score -368729.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -368733.093750 Penalty: 2718.616455
	Iteration 49Q: 3 clusters Score -368733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -368733.187500 Penalty: 2718.616455
	Iteration 50Q: 3 clusters Score -368733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -368734.875000 Penalty: 2718.616455
	Iteration 51Q: 3 clusters Score -368734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -368735.187500 Penalty: 2718.616455
	Iteration 52Q: 3 clusters Score -368735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -368736.281250 Penalty: 2718.616455
	Iteration 53Q: 3 clusters Score -368736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -368736.875000 Penalty: 2718.616455
	Iteration 54Q: 3 clusters Score -368736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -368736.906250 Penalty: 2718.616455
	Iteration 55Q: 3 clusters Score -368736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -368738.718750 Penalty: 2718.616455
	Iteration 56Q: 3 clusters Score -368738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -368739.625000 Penalty: 2718.616455
	Iteration 57Q: 3 clusters Score -368739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -368739.781250 Penalty: 2718.616455
	Iteration 58Q: 3 clusters Score -368739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -368739.781250 Penalty: 2718.616455
	Iteration 59F: 3 clusters Score -368739.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -328483.656250 Penalty: 1319.499023
	Iteration 0F: 2 clusters Score -328483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -325565.093750 Penalty: 2638.998047
	Iteration 0F: 3 clusters Score -325565.1 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -326344.250000 Penalty: 2638.998047
	Iteration 1F: 3 clusters Score -326344.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -326468.375000 Penalty: 2638.998047
	Iteration 2F: 3 clusters Score -326468.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -326529.468750 Penalty: 2638.998047
	Iteration 3Q: 3 clusters Score -326529.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326577.750000 Penalty: 2638.998047
	Iteration 4Q: 3 clusters Score -326577.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -326618.468750 Penalty: 2638.998047
	Iteration 5Q: 3 clusters Score -326618.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326649.656250 Penalty: 2638.998047
	Iteration 6Q: 3 clusters Score -326649.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -326678.562500 Penalty: 2638.998047
	Iteration 7Q: 3 clusters Score -326678.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -326699.875000 Penalty: 2638.998047
	Iteration 8Q: 3 clusters Score -326699.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -326719.843750 Penalty: 2638.998047
	Iteration 9Q: 3 clusters Score -326719.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326734.031250 Penalty: 2638.998047
	Iteration 10Q: 3 clusters Score -326734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -326744.031250 Penalty: 2638.998047
	Iteration 11Q: 3 clusters Score -326744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -326754.093750 Penalty: 2638.998047
	Iteration 12Q: 3 clusters Score -326754.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326767.156250 Penalty: 2638.998047
	Iteration 13Q: 3 clusters Score -326767.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -326786.250000 Penalty: 2638.998047
	Iteration 14Q: 3 clusters Score -326786.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -326806.500000 Penalty: 2638.998047
	Iteration 15Q: 3 clusters Score -326806.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -326834.500000 Penalty: 2638.998047
	Iteration 16Q: 3 clusters Score -326834.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -326874.093750 Penalty: 2638.998047
	Iteration 17Q: 3 clusters Score -326874.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -326912.593750 Penalty: 2638.998047
	Iteration 18Q: 3 clusters Score -326912.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -326956.781250 Penalty: 2638.998047
	Iteration 19Q: 3 clusters Score -326956.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -327004.250000 Penalty: 2638.998047
	Iteration 20F: 3 clusters Score -327004.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -327059.968750 Penalty: 2638.998047
	Iteration 21Q: 3 clusters Score -327060 nChanged 86
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: -327131.000000 Penalty: 2638.998047
	Iteration 22Q: 3 clusters Score -327131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -327193.781250 Penalty: 2638.998047
	Iteration 23Q: 3 clusters Score -327193.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -327240.750000 Penalty: 2638.998047
	Iteration 24Q: 3 clusters Score -327240.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -327285.000000 Penalty: 2638.998047
	Iteration 25Q: 3 clusters Score -327285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -327325.500000 Penalty: 2638.998047
	Iteration 26Q: 3 clusters Score -327325.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -327360.187500 Penalty: 2638.998047
	Iteration 27Q: 3 clusters Score -327360.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -327390.593750 Penalty: 2638.998047
	Iteration 28Q: 3 clusters Score -327390.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -327426.156250 Penalty: 2638.998047
	Iteration 29Q: 3 clusters Score -327426.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -327455.750000 Penalty: 2638.998047
	Iteration 30Q: 3 clusters Score -327455.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -327494.218750 Penalty: 2638.998047
	Iteration 31Q: 3 clusters Score -327494.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -327547.468750 Penalty: 2638.998047
	Iteration 32Q: 3 clusters Score -327547.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -327637.593750 Penalty: 2638.998047
	Iteration 33Q: 3 clusters Score -327637.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -327797.312500 Penalty: 2638.998047
	Iteration 34Q: 3 clusters Score -327797.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -327988.531250 Penalty: 2638.998047
	Iteration 35Q: 3 clusters Score -327988.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -328121.562500 Penalty: 2638.998047
	Iteration 36Q: 3 clusters Score -328121.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -328154.468750 Penalty: 2638.998047
	Iteration 37Q: 3 clusters Score -328154.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -328173.718750 Penalty: 2638.998047
	Iteration 38Q: 3 clusters Score -328173.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -328183.125000 Penalty: 2638.998047
	Iteration 39Q: 3 clusters Score -328183.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -328193.562500 Penalty: 2638.998047
	Iteration 40F: 3 clusters Score -328193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -328200.031250 Penalty: 2638.998047
	Iteration 41Q: 3 clusters Score -328200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -328203.031250 Penalty: 2638.998047
	Iteration 42Q: 3 clusters Score -328203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -328206.531250 Penalty: 2638.998047
	Iteration 43Q: 3 clusters Score -328206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -328211.281250 Penalty: 2638.998047
	Iteration 44Q: 3 clusters Score -328211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -328217.031250 Penalty: 2638.998047
	Iteration 45Q: 3 clusters Score -328217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -328228.406250 Penalty: 2638.998047
	Iteration 46Q: 3 clusters Score -328228.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -328239.937500 Penalty: 2638.998047
	Iteration 47Q: 3 clusters Score -328239.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -328256.437500 Penalty: 2638.998047
	Iteration 48Q: 3 clusters Score -328256.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -328272.593750 Penalty: 2638.998047
	Iteration 49Q: 3 clusters Score -328272.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -328289.531250 Penalty: 2638.998047
	Iteration 50Q: 3 clusters Score -328289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -328297.125000 Penalty: 2638.998047
	Iteration 51Q: 3 clusters Score -328297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -328308.062500 Penalty: 2638.998047
	Iteration 52Q: 3 clusters Score -328308.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -328328.062500 Penalty: 2638.998047
	Iteration 53Q: 3 clusters Score -328328.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -328357.375000 Penalty: 2638.998047
	Iteration 54Q: 3 clusters Score -328357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -328407.375000 Penalty: 2638.998047
	Iteration 55Q: 3 clusters Score -328407.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -328457.062500 Penalty: 2638.998047
	Iteration 56Q: 3 clusters Score -328457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -328495.562500 Penalty: 2638.998047
	Iteration 57Q: 3 clusters Score -328495.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -328517.375000 Penalty: 2638.998047
	Iteration 58Q: 3 clusters Score -328517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -328524.625000 Penalty: 2638.998047
	Iteration 59Q: 3 clusters Score -328524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -328529.062500 Penalty: 2638.998047
	Iteration 60F: 3 clusters Score -328529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -328529.812500 Penalty: 2638.998047
	Iteration 61Q: 3 clusters Score -328529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -328531.625000 Penalty: 2638.998047
	Iteration 62Q: 3 clusters Score -328531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -328531.625000 Penalty: 2638.998047
	Iteration 63F: 3 clusters Score -328531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 747 members 
Mstep: Class 40 contains 2614 members 
Entering Unmasked Estep 
Score: -54945308.000000 Penalty: 85999.031250
Splitting cluster 39 changes total score from -54946172.000000 to -54945308.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17881 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9470 members 
Mstep: Class 13 contains 1435 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67607 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9259 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20607 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946056.000000 Penalty: 83849.054688
Iteration 159Q: 40 clusters Score -5.494606e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41582 members 
Mstep: Class 6 contains 8622 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17877 members 
Mstep: Class 9 contains 1835 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 9473 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12554 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67611 members 
Mstep: Class 19 contains 75608 members 
Mstep: Class 20 contains 3831 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9263 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103617 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20604 members 
Mstep: Class 38 contains 4292 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946160.000000 Penalty: 83849.054688
Iteration 160F: 40 clusters Score -5.494616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41583 members 
Mstep: Class 6 contains 8619 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 17873 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 31213 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12550 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67615 members 
Mstep: Class 19 contains 75606 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 9267 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103620 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 2311 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20600 members 
Mstep: Class 38 contains 4290 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946148.000000 Penalty: 83849.054688
Iteration 161Q: 40 clusters Score -5.494615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3800 members 
Mstep: Class 3 contains 16404 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41583 members 
Mstep: Class 6 contains 8615 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 17872 members 
Mstep: Class 9 contains 1837 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 31209 members 
Mstep: Class 12 contains 9485 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12546 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67618 members 
Mstep: Class 19 contains 75603 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 9271 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103620 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 3801 members 
Mstep: Class 34 contains 2309 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20597 members 
Mstep: Class 38 contains 4291 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946176.000000 Penalty: 83849.054688
Iteration 162Q: 40 clusters Score -5.494618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 16404 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41584 members 
Mstep: Class 6 contains 8608 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 8 contains 17871 members 
Mstep: Class 9 contains 1841 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 31202 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 22682 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12541 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67623 members 
Mstep: Class 19 contains 75602 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 5481 members 
Mstep: Class 25 contains 9271 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103617 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 3804 members 
Mstep: Class 34 contains 2307 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20597 members 
Mstep: Class 38 contains 4292 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946212.000000 Penalty: 83849.054688
Iteration 163Q: 40 clusters Score -5.494621e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 16403 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41585 members 
Mstep: Class 6 contains 8605 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 8 contains 17871 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 3459 members 
Mstep: Class 11 contains 31198 members 
Mstep: Class 12 contains 9489 members 
Mstep: Class 13 contains 1452 members 
Mstep: Class 14 contains 22687 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12534 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67623 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 3831 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9270 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 3811 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20593 members 
Mstep: Class 38 contains 4293 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946284.000000 Penalty: 83849.054688
Iteration 164Q: 40 clusters Score -5.494628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 16402 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41586 members 
Mstep: Class 6 contains 8599 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 8 contains 17869 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 31195 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 22689 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12537 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67623 members 
Mstep: Class 19 contains 75601 members 
Mstep: Class 20 contains 3831 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4285 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9270 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4367 members 
Mstep: Class 33 contains 3813 members 
Mstep: Class 34 contains 2307 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20585 members 
Mstep: Class 38 contains 4292 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946248.000000 Penalty: 83849.054688
Iteration 165Q: 40 clusters Score -5.494625e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41587 members 
Mstep: Class 6 contains 8595 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 8 contains 17868 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 31194 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 1459 members 
Mstep: Class 14 contains 22689 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67627 members 
Mstep: Class 19 contains 75601 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9276 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4367 members 
Mstep: Class 33 contains 3814 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946264.000000 Penalty: 83849.054688
Iteration 166Q: 40 clusters Score -5.494626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3810 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41588 members 
Mstep: Class 6 contains 8593 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 8 contains 17866 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 31192 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12534 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67628 members 
Mstep: Class 19 contains 75601 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4280 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9283 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4367 members 
Mstep: Class 33 contains 3814 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4294 members 
Mstep: Class 39 contains 3361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946268.000000 Penalty: 83849.054688
Iteration 167Q: 40 clusters Score -5.494627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3816 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 41588 members 
Mstep: Class 6 contains 8593 members 
Mstep: Class 7 contains 16275 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 22687 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12528 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67628 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4273 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9286 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103628 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 3816 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4619 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4292 members 
Mstep: Class 39 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946196.000000 Penalty: 83849.054688
Iteration 168Q: 40 clusters Score -5.49462e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 16397 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 31183 members 
Mstep: Class 12 contains 9497 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 22686 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12524 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67629 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4261 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9293 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4367 members 
Mstep: Class 33 contains 3818 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4618 members 
Mstep: Class 37 contains 20580 members 
Mstep: Class 38 contains 4284 members 
Mstep: Class 39 contains 3362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946196.000000 Penalty: 83849.054688
Iteration 169Q: 40 clusters Score -5.49462e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41589 members 
Mstep: Class 6 contains 8589 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 17864 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 31177 members 
Mstep: Class 12 contains 9498 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 22689 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67631 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4256 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9298 members 
Mstep: Class 26 contains 2916 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1149 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 3821 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4618 members 
Mstep: Class 37 contains 20578 members 
Mstep: Class 38 contains 4274 members 
Mstep: Class 39 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946204.000000 Penalty: 83849.054688
Iteration 170Q: 40 clusters Score -5.49462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41588 members 
Mstep: Class 6 contains 8587 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 17863 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 31174 members 
Mstep: Class 12 contains 9500 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 22687 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12522 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67633 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9301 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 103626 members 
Mstep: Class 32 contains 4362 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4618 members 
Mstep: Class 37 contains 20579 members 
Mstep: Class 38 contains 4266 members 
Mstep: Class 39 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946132.000000 Penalty: 83849.054688
Iteration 171Q: 40 clusters Score -5.494613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8585 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 8 contains 17862 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 31171 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12520 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 67634 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 3823 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 4255 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9302 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1152 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4360 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4618 members 
Mstep: Class 37 contains 20579 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 3363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946244.000000 Penalty: 83849.054688
Iteration 172Q: 40 clusters Score -5.494624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8585 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31169 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12518 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67633 members 
Mstep: Class 19 contains 75599 members 
Mstep: Class 20 contains 3820 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9305 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103630 members 
Mstep: Class 32 contains 4360 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 20580 members 
Mstep: Class 38 contains 4256 members 
Mstep: Class 39 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946284.000000 Penalty: 83849.054688
Iteration 173Q: 40 clusters Score -5.494628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8585 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31166 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 1517 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12514 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 67636 members 
Mstep: Class 19 contains 75598 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4360 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 20577 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946276.000000 Penalty: 83849.054688
Iteration 174Q: 40 clusters Score -5.494628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31165 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 22689 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12511 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67637 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4258 members 
Mstep: Class 39 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946284.000000 Penalty: 83849.054688
Iteration 175Q: 40 clusters Score -5.494628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31160 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 22691 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67639 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3813 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9328 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103628 members 
Mstep: Class 32 contains 4359 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 20573 members 
Mstep: Class 38 contains 4254 members 
Mstep: Class 39 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946256.000000 Penalty: 83849.054688
Iteration 176Q: 40 clusters Score -5.494626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31153 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 22693 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12511 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67640 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9328 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4358 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 20571 members 
Mstep: Class 38 contains 4249 members 
Mstep: Class 39 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946288.000000 Penalty: 83849.054688
Iteration 177Q: 40 clusters Score -5.494629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31148 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 1537 members 
Mstep: Class 14 contains 22695 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67640 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 7991 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 20571 members 
Mstep: Class 38 contains 4245 members 
Mstep: Class 39 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946316.000000 Penalty: 83849.054688
Iteration 178Q: 40 clusters Score -5.494632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 1540 members 
Mstep: Class 14 contains 22695 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67640 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 9333 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 20573 members 
Mstep: Class 38 contains 4241 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946308.000000 Penalty: 83849.054688
Iteration 179Q: 40 clusters Score -5.494631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8586 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31140 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 9343 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 20573 members 
Mstep: Class 38 contains 4237 members 
Mstep: Class 39 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946308.000000 Penalty: 83849.054688
Iteration 180F: 40 clusters Score -5.494631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8585 members 
Mstep: Class 7 contains 16280 members 
Mstep: Class 8 contains 17860 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31137 members 
Mstep: Class 12 contains 9503 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12511 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 5485 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7994 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103629 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4615 members 
Mstep: Class 37 contains 20573 members 
Mstep: Class 38 contains 4239 members 
Mstep: Class 39 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946300.000000 Penalty: 83849.054688
Iteration 181Q: 40 clusters Score -5.49463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8582 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 17856 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31137 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 1545 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75597 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4233 members 
Mstep: Class 24 contains 5486 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103628 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3575 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20574 members 
Mstep: Class 38 contains 4239 members 
Mstep: Class 39 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946368.000000 Penalty: 83849.054688
Iteration 182Q: 40 clusters Score -5.494637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8580 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 17852 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31135 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 1545 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75596 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 5489 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4238 members 
Mstep: Class 39 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946344.000000 Penalty: 83849.054688
Iteration 183Q: 40 clusters Score -5.494634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8582 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 17848 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31131 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 1545 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12511 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75593 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4230 members 
Mstep: Class 24 contains 5494 members 
Mstep: Class 25 contains 9371 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7996 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20576 members 
Mstep: Class 38 contains 4236 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946312.000000 Penalty: 83849.054688
Iteration 184Q: 40 clusters Score -5.494631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8579 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31129 members 
Mstep: Class 12 contains 9505 members 
Mstep: Class 13 contains 1545 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2043 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75594 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4227 members 
Mstep: Class 24 contains 5496 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7997 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20577 members 
Mstep: Class 38 contains 4236 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946308.000000 Penalty: 83849.054688
Iteration 185Q: 40 clusters Score -5.494631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16381 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8574 members 
Mstep: Class 7 contains 16275 members 
Mstep: Class 8 contains 17841 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 31124 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75594 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4225 members 
Mstep: Class 24 contains 5500 members 
Mstep: Class 25 contains 9390 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3825 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20579 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946320.000000 Penalty: 83849.054688
Iteration 186Q: 40 clusters Score -5.494632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16381 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8570 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31119 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75593 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 9396 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20580 members 
Mstep: Class 38 contains 4236 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946352.000000 Penalty: 83849.054688
Iteration 187Q: 40 clusters Score -5.494635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41589 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16270 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 31115 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67641 members 
Mstep: Class 19 contains 75593 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 5508 members 
Mstep: Class 25 contains 9403 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20584 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946352.000000 Penalty: 83849.054688
Iteration 188Q: 40 clusters Score -5.494635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 41589 members 
Mstep: Class 6 contains 8568 members 
Mstep: Class 7 contains 16267 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67642 members 
Mstep: Class 19 contains 75593 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 20586 members 
Mstep: Class 38 contains 4232 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946376.000000 Penalty: 83849.054688
Iteration 189Q: 40 clusters Score -5.494638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 31109 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1548 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67644 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 9408 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20587 members 
Mstep: Class 38 contains 4231 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946368.000000 Penalty: 83849.054688
Iteration 190Q: 40 clusters Score -5.494637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 31107 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9411 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 7997 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20587 members 
Mstep: Class 38 contains 4229 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946340.000000 Penalty: 83849.054688
Iteration 191Q: 40 clusters Score -5.494634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 31105 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67651 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9412 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 7996 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103627 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20587 members 
Mstep: Class 38 contains 4225 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946332.000000 Penalty: 83849.054688
Iteration 192Q: 40 clusters Score -5.494633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 31104 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67651 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9412 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 7996 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3578 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20589 members 
Mstep: Class 38 contains 4223 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946416.000000 Penalty: 83849.054688
Iteration 193Q: 40 clusters Score -5.494642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3435 members 
Mstep: Class 11 contains 31102 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67651 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4216 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9412 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3578 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20591 members 
Mstep: Class 38 contains 4223 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946456.000000 Penalty: 83849.054688
Iteration 194Q: 40 clusters Score -5.494646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 31101 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67651 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4217 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9414 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2300 members 
Mstep: Class 35 contains 3578 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20592 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946444.000000 Penalty: 83849.054688
Iteration 195Q: 40 clusters Score -5.494644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 31100 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12508 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4216 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9417 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3578 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20595 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946452.000000 Penalty: 83849.054688
Iteration 196Q: 40 clusters Score -5.494645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 31099 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4216 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9419 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3578 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20597 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946464.000000 Penalty: 83849.054688
Iteration 197Q: 40 clusters Score -5.494646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16378 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31099 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4216 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9422 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3578 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946452.000000 Penalty: 83849.054688
Iteration 198Q: 40 clusters Score -5.494645e+07 nChanged 10
Entering ConstructFrom: 
Score: -54946452.000000 Penalty: 83849.054688
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1140862.500000 Penalty: 1515.139648
	Iteration 0F: 2 clusters Score -1140862 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 5623 members 
Entering Unmasked Estep 
Score: -1132859.250000 Penalty: 3030.279297
	Iteration 0F: 3 clusters Score -1132859 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1135621.625000 Penalty: 3030.279297
	Iteration 1F: 3 clusters Score -1135622 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1135993.750000 Penalty: 3030.279297
	Iteration 2F: 3 clusters Score -1135994 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1136379.875000 Penalty: 3030.279297
	Iteration 3F: 3 clusters Score -1136380 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1136740.375000 Penalty: 3030.279297
	Iteration 4F: 3 clusters Score -1136740 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1137044.375000 Penalty: 3030.279297
	Iteration 5F: 3 clusters Score -1137044 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1137285.750000 Penalty: 3030.279297
	Iteration 6Q: 3 clusters Score -1137286 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1137518.500000 Penalty: 3030.279297
	Iteration 7Q: 3 clusters Score -1137518 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1137741.625000 Penalty: 3030.279297
	Iteration 8Q: 3 clusters Score -1137742 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1137938.750000 Penalty: 3030.279297
	Iteration 9Q: 3 clusters Score -1137939 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1138112.500000 Penalty: 3030.279297
	Iteration 10Q: 3 clusters Score -1138112 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1138244.625000 Penalty: 3030.279297
	Iteration 11Q: 3 clusters Score -1138245 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1138353.875000 Penalty: 3030.279297
	Iteration 12Q: 3 clusters Score -1138354 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1138467.125000 Penalty: 3030.279297
	Iteration 13Q: 3 clusters Score -1138467 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1138582.000000 Penalty: 3030.279297
	Iteration 14Q: 3 clusters Score -1138582 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1138657.500000 Penalty: 3030.279297
	Iteration 15Q: 3 clusters Score -1138658 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1138721.125000 Penalty: 3030.279297
	Iteration 16Q: 3 clusters Score -1138721 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1138772.500000 Penalty: 3030.279297
	Iteration 17Q: 3 clusters Score -1138772 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1138810.000000 Penalty: 3030.279297
	Iteration 18Q: 3 clusters Score -1138810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1138836.250000 Penalty: 3030.279297
	Iteration 19Q: 3 clusters Score -1138836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1138855.500000 Penalty: 3030.279297
	Iteration 20F: 3 clusters Score -1138856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1138874.875000 Penalty: 3030.279297
	Iteration 21Q: 3 clusters Score -1138875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1138885.250000 Penalty: 3030.279297
	Iteration 22Q: 3 clusters Score -1138885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1138897.625000 Penalty: 3030.279297
	Iteration 23Q: 3 clusters Score -1138898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1138902.375000 Penalty: 3030.279297
	Iteration 24Q: 3 clusters Score -1138902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1138908.875000 Penalty: 3030.279297
	Iteration 25Q: 3 clusters Score -1138909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1138919.000000 Penalty: 3030.279297
	Iteration 26Q: 3 clusters Score -1138919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1138915.875000 Penalty: 3030.279297
	Iteration 27Q: 3 clusters Score -1138916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1138918.250000 Penalty: 3030.279297
	Iteration 28Q: 3 clusters Score -1138918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1138921.250000 Penalty: 3030.279297
	Iteration 29Q: 3 clusters Score -1138921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1138922.125000 Penalty: 3030.279297
	Iteration 30Q: 3 clusters Score -1138922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1138925.125000 Penalty: 3030.279297
	Iteration 31Q: 3 clusters Score -1138925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1138928.250000 Penalty: 3030.279297
	Iteration 32Q: 3 clusters Score -1138928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1138933.000000 Penalty: 3030.279297
	Iteration 33Q: 3 clusters Score -1138933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1138941.000000 Penalty: 3030.279297
	Iteration 34Q: 3 clusters Score -1138941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1138945.750000 Penalty: 3030.279297
	Iteration 35Q: 3 clusters Score -1138946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1138951.875000 Penalty: 3030.279297
	Iteration 36Q: 3 clusters Score -1138952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1138953.750000 Penalty: 3030.279297
	Iteration 37Q: 3 clusters Score -1138954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1138957.000000 Penalty: 3030.279297
	Iteration 38Q: 3 clusters Score -1138957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1138961.000000 Penalty: 3030.279297
	Iteration 39Q: 3 clusters Score -1138961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1138971.875000 Penalty: 3030.279297
	Iteration 40F: 3 clusters Score -1138972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1138973.875000 Penalty: 3030.279297
	Iteration 41Q: 3 clusters Score -1138974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1138978.875000 Penalty: 3030.279297
	Iteration 42Q: 3 clusters Score -1138979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1138985.750000 Penalty: 3030.279297
	Iteration 43Q: 3 clusters Score -1138986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1138989.125000 Penalty: 3030.279297
	Iteration 44Q: 3 clusters Score -1138989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1138992.625000 Penalty: 3030.279297
	Iteration 45Q: 3 clusters Score -1138993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1138999.125000 Penalty: 3030.279297
	Iteration 46Q: 3 clusters Score -1138999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1139009.125000 Penalty: 3030.279297
	Iteration 47Q: 3 clusters Score -1139009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1139018.500000 Penalty: 3030.279297
	Iteration 48Q: 3 clusters Score -1139018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1139026.500000 Penalty: 3030.279297
	Iteration 49Q: 3 clusters Score -1139026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1139034.875000 Penalty: 3030.279297
	Iteration 50Q: 3 clusters Score -1139035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1139047.875000 Penalty: 3030.279297
	Iteration 51Q: 3 clusters Score -1139048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1139057.125000 Penalty: 3030.279297
	Iteration 52Q: 3 clusters Score -1139057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1139068.000000 Penalty: 3030.279297
	Iteration 53Q: 3 clusters Score -1139068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1139081.750000 Penalty: 3030.279297
	Iteration 54Q: 3 clusters Score -1139082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1139096.500000 Penalty: 3030.279297
	Iteration 55Q: 3 clusters Score -1139096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1139112.500000 Penalty: 3030.279297
	Iteration 56Q: 3 clusters Score -1139112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1139125.750000 Penalty: 3030.279297
	Iteration 57Q: 3 clusters Score -1139126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1139137.250000 Penalty: 3030.279297
	Iteration 58Q: 3 clusters Score -1139137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1139144.375000 Penalty: 3030.279297
	Iteration 59Q: 3 clusters Score -1139144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1139152.750000 Penalty: 3030.279297
	Iteration 60F: 3 clusters Score -1139153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1139155.000000 Penalty: 3030.279297
	Iteration 61Q: 3 clusters Score -1139155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1139161.875000 Penalty: 3030.279297
	Iteration 62Q: 3 clusters Score -1139162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1139165.875000 Penalty: 3030.279297
	Iteration 63Q: 3 clusters Score -1139166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1139171.500000 Penalty: 3030.279297
	Iteration 64Q: 3 clusters Score -1139172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1139175.125000 Penalty: 3030.279297
	Iteration 65Q: 3 clusters Score -1139175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1139188.500000 Penalty: 3030.279297
	Iteration 66Q: 3 clusters Score -1139188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1139199.375000 Penalty: 3030.279297
	Iteration 67Q: 3 clusters Score -1139199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1139206.250000 Penalty: 3030.279297
	Iteration 68Q: 3 clusters Score -1139206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1139210.250000 Penalty: 3030.279297
	Iteration 69Q: 3 clusters Score -1139210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1139218.375000 Penalty: 3030.279297
	Iteration 70Q: 3 clusters Score -1139218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1139222.625000 Penalty: 3030.279297
	Iteration 71Q: 3 clusters Score -1139223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1139224.875000 Penalty: 3030.279297
	Iteration 72Q: 3 clusters Score -1139225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1139226.250000 Penalty: 3030.279297
	Iteration 73Q: 3 clusters Score -1139226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1139230.250000 Penalty: 3030.279297
	Iteration 74Q: 3 clusters Score -1139230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1139231.375000 Penalty: 3030.279297
	Iteration 75Q: 3 clusters Score -1139231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1139234.375000 Penalty: 3030.279297
	Iteration 76Q: 3 clusters Score -1139234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1139237.625000 Penalty: 3030.279297
	Iteration 77Q: 3 clusters Score -1139238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1139237.875000 Penalty: 3030.279297
	Iteration 78Q: 3 clusters Score -1139238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1139237.500000 Penalty: 3030.279297
	Iteration 79Q: 3 clusters Score -1139238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1139238.625000 Penalty: 3030.279297
	Iteration 80F: 3 clusters Score -1139239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1139241.625000 Penalty: 3030.279297
	Iteration 81Q: 3 clusters Score -1139242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1139243.625000 Penalty: 3030.279297
	Iteration 82Q: 3 clusters Score -1139244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1139247.750000 Penalty: 3030.279297
	Iteration 83Q: 3 clusters Score -1139248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1139248.250000 Penalty: 3030.279297
	Iteration 84Q: 3 clusters Score -1139248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1139248.500000 Penalty: 3030.279297
	Iteration 85Q: 3 clusters Score -1139248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1139251.625000 Penalty: 3030.279297
	Iteration 86Q: 3 clusters Score -1139252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1139252.000000 Penalty: 3030.279297
	Iteration 87Q: 3 clusters Score -1139252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1139253.250000 Penalty: 3030.279297
	Iteration 88Q: 3 clusters Score -1139253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1139258.125000 Penalty: 3030.279297
	Iteration 89Q: 3 clusters Score -1139258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1139261.125000 Penalty: 3030.279297
	Iteration 90Q: 3 clusters Score -1139261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1139261.750000 Penalty: 3030.279297
	Iteration 91Q: 3 clusters Score -1139262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1139267.750000 Penalty: 3030.279297
	Iteration 92Q: 3 clusters Score -1139268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1139268.250000 Penalty: 3030.279297
	Iteration 93Q: 3 clusters Score -1139268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1139270.500000 Penalty: 3030.279297
	Iteration 94Q: 3 clusters Score -1139270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1139274.250000 Penalty: 3030.279297
	Iteration 95Q: 3 clusters Score -1139274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1139279.750000 Penalty: 3030.279297
	Iteration 96Q: 3 clusters Score -1139280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1139284.500000 Penalty: 3030.279297
	Iteration 97Q: 3 clusters Score -1139284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1139291.625000 Penalty: 3030.279297
	Iteration 98Q: 3 clusters Score -1139292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1139293.375000 Penalty: 3030.279297
	Iteration 99Q: 3 clusters Score -1139293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1139295.250000 Penalty: 3030.279297
	Iteration 100F: 3 clusters Score -1139295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1139299.125000 Penalty: 3030.279297
	Iteration 101Q: 3 clusters Score -1139299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1139303.250000 Penalty: 3030.279297
	Iteration 102Q: 3 clusters Score -1139303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1139307.125000 Penalty: 3030.279297
	Iteration 103Q: 3 clusters Score -1139307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1139314.625000 Penalty: 3030.279297
	Iteration 104Q: 3 clusters Score -1139315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1139314.125000 Penalty: 3030.279297
	Iteration 105Q: 3 clusters Score -1139314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1139316.875000 Penalty: 3030.279297
	Iteration 106Q: 3 clusters Score -1139317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1139324.750000 Penalty: 3030.279297
	Iteration 107Q: 3 clusters Score -1139325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1139328.125000 Penalty: 3030.279297
	Iteration 108Q: 3 clusters Score -1139328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1139331.875000 Penalty: 3030.279297
	Iteration 109Q: 3 clusters Score -1139332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1139340.625000 Penalty: 3030.279297
	Iteration 110Q: 3 clusters Score -1139341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1139345.000000 Penalty: 3030.279297
	Iteration 111Q: 3 clusters Score -1139345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1139353.250000 Penalty: 3030.279297
	Iteration 112Q: 3 clusters Score -1139353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1139357.000000 Penalty: 3030.279297
	Iteration 113Q: 3 clusters Score -1139357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1139363.125000 Penalty: 3030.279297
	Iteration 114Q: 3 clusters Score -1139363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1139365.875000 Penalty: 3030.279297
	Iteration 115Q: 3 clusters Score -1139366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1139373.750000 Penalty: 3030.279297
	Iteration 116Q: 3 clusters Score -1139374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1139379.750000 Penalty: 3030.279297
	Iteration 117Q: 3 clusters Score -1139380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1139386.125000 Penalty: 3030.279297
	Iteration 118Q: 3 clusters Score -1139386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1139392.875000 Penalty: 3030.279297
	Iteration 119Q: 3 clusters Score -1139393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1139400.375000 Penalty: 3030.279297
	Iteration 120F: 3 clusters Score -1139400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1139408.375000 Penalty: 3030.279297
	Iteration 121Q: 3 clusters Score -1139408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1139416.625000 Penalty: 3030.279297
	Iteration 122Q: 3 clusters Score -1139417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1139426.500000 Penalty: 3030.279297
	Iteration 123Q: 3 clusters Score -1139426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1139430.125000 Penalty: 3030.279297
	Iteration 124Q: 3 clusters Score -1139430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1139435.125000 Penalty: 3030.279297
	Iteration 125Q: 3 clusters Score -1139435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1139442.375000 Penalty: 3030.279297
	Iteration 126Q: 3 clusters Score -1139442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1139449.750000 Penalty: 3030.279297
	Iteration 127Q: 3 clusters Score -1139450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1139453.625000 Penalty: 3030.279297
	Iteration 128Q: 3 clusters Score -1139454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1139456.250000 Penalty: 3030.279297
	Iteration 129Q: 3 clusters Score -1139456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1139459.000000 Penalty: 3030.279297
	Iteration 130Q: 3 clusters Score -1139459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1139465.625000 Penalty: 3030.279297
	Iteration 131Q: 3 clusters Score -1139466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1139467.375000 Penalty: 3030.279297
	Iteration 132Q: 3 clusters Score -1139467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1139468.250000 Penalty: 3030.279297
	Iteration 133Q: 3 clusters Score -1139468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1139471.125000 Penalty: 3030.279297
	Iteration 134Q: 3 clusters Score -1139471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1139472.500000 Penalty: 3030.279297
	Iteration 135Q: 3 clusters Score -1139472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1139472.750000 Penalty: 3030.279297
	Iteration 136Q: 3 clusters Score -1139473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1139474.625000 Penalty: 3030.279297
	Iteration 137Q: 3 clusters Score -1139475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1139473.375000 Penalty: 3030.279297
	Iteration 138Q: 3 clusters Score -1139473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1139473.250000 Penalty: 3030.279297
	Iteration 139Q: 3 clusters Score -1139473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1139473.375000 Penalty: 3030.279297
	Iteration 140F: 3 clusters Score -1139473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1139475.750000 Penalty: 3030.279297
	Iteration 141Q: 3 clusters Score -1139476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1139476.875000 Penalty: 3030.279297
	Iteration 142Q: 3 clusters Score -1139477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1139476.250000 Penalty: 3030.279297
	Iteration 143Q: 3 clusters Score -1139476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1139477.375000 Penalty: 3030.279297
	Iteration 144Q: 3 clusters Score -1139477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1139480.750000 Penalty: 3030.279297
	Iteration 145Q: 3 clusters Score -1139481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1139482.625000 Penalty: 3030.279297
	Iteration 146Q: 3 clusters Score -1139483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1139484.000000 Penalty: 3030.279297
	Iteration 147Q: 3 clusters Score -1139484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1139487.250000 Penalty: 3030.279297
	Iteration 148Q: 3 clusters Score -1139487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1139490.625000 Penalty: 3030.279297
	Iteration 149Q: 3 clusters Score -1139491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1139496.000000 Penalty: 3030.279297
	Iteration 150Q: 3 clusters Score -1139496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1139499.000000 Penalty: 3030.279297
	Iteration 151Q: 3 clusters Score -1139499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1139503.750000 Penalty: 3030.279297
	Iteration 152Q: 3 clusters Score -1139504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1139506.750000 Penalty: 3030.279297
	Iteration 153Q: 3 clusters Score -1139507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1139506.875000 Penalty: 3030.279297
	Iteration 154Q: 3 clusters Score -1139507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1139510.500000 Penalty: 3030.279297
	Iteration 155Q: 3 clusters Score -1139510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1139514.875000 Penalty: 3030.279297
	Iteration 156Q: 3 clusters Score -1139515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1139514.500000 Penalty: 3030.279297
	Iteration 157Q: 3 clusters Score -1139514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1139517.250000 Penalty: 3030.279297
	Iteration 158Q: 3 clusters Score -1139517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1139518.000000 Penalty: 3030.279297
	Iteration 159Q: 3 clusters Score -1139518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1139520.000000 Penalty: 3030.279297
	Iteration 160F: 3 clusters Score -1139520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1139520.750000 Penalty: 3030.279297
	Iteration 161Q: 3 clusters Score -1139521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1139521.500000 Penalty: 3030.279297
	Iteration 162Q: 3 clusters Score -1139522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1139521.500000 Penalty: 3030.279297
	Iteration 163Q: 3 clusters Score -1139522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1139521.500000 Penalty: 3030.279297
	Iteration 164F: 3 clusters Score -1139522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -375197.906250 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -375197.9 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 1930 members 
Entering Unmasked Estep 
Score: -371962.343750 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -371962.3 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -372757.031250 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -372757 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -372923.812500 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -372923.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -373075.531250 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -373075.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -373217.625000 Penalty: 2681.366455
	Iteration 4Q: 3 clusters Score -373217.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -373372.031250 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -373372 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -373589.468750 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -373589.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -373810.468750 Penalty: 2681.366455
	Iteration 7F: 3 clusters Score -373810.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -374043.937500 Penalty: 2681.366455
	Iteration 8F: 3 clusters Score -374043.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -374199.812500 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -374199.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -374323.406250 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -374323.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -374420.031250 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -374420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -374490.968750 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -374491 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -374543.187500 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -374543.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -374577.687500 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -374577.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -374605.562500 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -374605.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -374631.656250 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -374631.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -374652.500000 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -374652.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -374672.937500 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -374672.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -374682.156250 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -374682.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -374689.531250 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -374689.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -374694.406250 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -374694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -374696.468750 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -374696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -374699.562500 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -374699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -374700.375000 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -374700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -374704.062500 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -374704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -374706.125000 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -374706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -374706.750000 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -374706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -374706.656250 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -374706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -374707.125000 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -374707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -374707.125000 Penalty: 2681.366455
	Iteration 30F: 3 clusters Score -374707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Entering Unmasked Estep 
Score: -1675821.625000 Penalty: 1576.870117
	Iteration 0F: 2 clusters Score -1675822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1664413.250000 Penalty: 3153.740234
	Iteration 0F: 3 clusters Score -1664413 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1668669.500000 Penalty: 3153.740234
	Iteration 1F: 3 clusters Score -1668670 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1669184.250000 Penalty: 3153.740234
	Iteration 2F: 3 clusters Score -1669184 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1669829.250000 Penalty: 3153.740234
	Iteration 3F: 3 clusters Score -1669829 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1670815.125000 Penalty: 3153.740234
	Iteration 4F: 3 clusters Score -1670815 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1672151.000000 Penalty: 3153.740234
	Iteration 5F: 3 clusters Score -1672151 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1673498.625000 Penalty: 3153.740234
	Iteration 6F: 3 clusters Score -1673499 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1674528.250000 Penalty: 3153.740234
	Iteration 7F: 3 clusters Score -1674528 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1675188.250000 Penalty: 3153.740234
	Iteration 8Q: 3 clusters Score -1675188 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1675550.875000 Penalty: 3153.740234
	Iteration 9Q: 3 clusters Score -1675551 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1675730.625000 Penalty: 3153.740234
	Iteration 10Q: 3 clusters Score -1675731 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1675800.125000 Penalty: 3153.740234
	Iteration 11Q: 3 clusters Score -1675800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1675847.750000 Penalty: 3153.740234
	Iteration 12Q: 3 clusters Score -1675848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1675869.125000 Penalty: 3153.740234
	Iteration 13Q: 3 clusters Score -1675869 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1675879.750000 Penalty: 3153.740234
	Iteration 14Q: 3 clusters Score -1675880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1675886.500000 Penalty: 3153.740234
	Iteration 15Q: 3 clusters Score -1675886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1675884.000000 Penalty: 3153.740234
	Iteration 16Q: 3 clusters Score -1675884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1675885.125000 Penalty: 3153.740234
	Iteration 17Q: 3 clusters Score -1675885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1675893.625000 Penalty: 3153.740234
	Iteration 18Q: 3 clusters Score -1675894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1675892.125000 Penalty: 3153.740234
	Iteration 19Q: 3 clusters Score -1675892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1675897.000000 Penalty: 3153.740234
	Iteration 20F: 3 clusters Score -1675897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1675893.500000 Penalty: 3153.740234
	Iteration 21Q: 3 clusters Score -1675894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1675894.750000 Penalty: 3153.740234
	Iteration 22Q: 3 clusters Score -1675895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1675896.250000 Penalty: 3153.740234
	Iteration 23Q: 3 clusters Score -1675896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1675896.125000 Penalty: 3153.740234
	Iteration 24Q: 3 clusters Score -1675896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1675895.875000 Penalty: 3153.740234
	Iteration 25Q: 3 clusters Score -1675896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1675895.250000 Penalty: 3153.740234
	Iteration 26Q: 3 clusters Score -1675895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1675896.375000 Penalty: 3153.740234
	Iteration 27Q: 3 clusters Score -1675896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1675893.750000 Penalty: 3153.740234
	Iteration 28Q: 3 clusters Score -1675894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1675893.875000 Penalty: 3153.740234
	Iteration 29Q: 3 clusters Score -1675894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1675893.875000 Penalty: 3153.740234
	Iteration 30F: 3 clusters Score -1675894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 6331 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 10049 members 
Entering Unmasked Estep 
Score: -54945944.000000 Penalty: 85999.031250
Splitting cluster 3 changes total score from -54946452.000000 to -54945944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -775257.687500 Penalty: 1452.041504
	Iteration 0F: 2 clusters Score -775257.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -769686.437500 Penalty: 2904.083008
	Iteration 0F: 3 clusters Score -769686.4 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -771419.250000 Penalty: 2904.083008
	Iteration 1F: 3 clusters Score -771419.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -771744.937500 Penalty: 2904.083008
	Iteration 2F: 3 clusters Score -771744.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -772073.187500 Penalty: 2904.083008
	Iteration 3F: 3 clusters Score -772073.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -772527.500000 Penalty: 2904.083008
	Iteration 4F: 3 clusters Score -772527.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -773094.250000 Penalty: 2904.083008
	Iteration 5F: 3 clusters Score -773094.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -773623.437500 Penalty: 2904.083008
	Iteration 6F: 3 clusters Score -773623.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -774035.625000 Penalty: 2904.083008
	Iteration 7F: 3 clusters Score -774035.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -774350.812500 Penalty: 2904.083008
	Iteration 8F: 3 clusters Score -774350.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -774631.062500 Penalty: 2904.083008
	Iteration 9Q: 3 clusters Score -774631.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -774859.562500 Penalty: 2904.083008
	Iteration 10Q: 3 clusters Score -774859.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -774985.437500 Penalty: 2904.083008
	Iteration 11Q: 3 clusters Score -774985.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -775044.562500 Penalty: 2904.083008
	Iteration 12Q: 3 clusters Score -775044.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -775074.000000 Penalty: 2904.083008
	Iteration 13Q: 3 clusters Score -775074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -775094.062500 Penalty: 2904.083008
	Iteration 14Q: 3 clusters Score -775094.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -775105.500000 Penalty: 2904.083008
	Iteration 15Q: 3 clusters Score -775105.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -775110.875000 Penalty: 2904.083008
	Iteration 16Q: 3 clusters Score -775110.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -775116.375000 Penalty: 2904.083008
	Iteration 17Q: 3 clusters Score -775116.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -775117.187500 Penalty: 2904.083008
	Iteration 18Q: 3 clusters Score -775117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -775121.000000 Penalty: 2904.083008
	Iteration 19Q: 3 clusters Score -775121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -775121.687500 Penalty: 2904.083008
	Iteration 20F: 3 clusters Score -775121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -775122.250000 Penalty: 2904.083008
	Iteration 21Q: 3 clusters Score -775122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -775123.750000 Penalty: 2904.083008
	Iteration 22Q: 3 clusters Score -775123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -775123.562500 Penalty: 2904.083008
	Iteration 23Q: 3 clusters Score -775123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -775123.187500 Penalty: 2904.083008
	Iteration 24Q: 3 clusters Score -775123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -775123.375000 Penalty: 2904.083008
	Iteration 25Q: 3 clusters Score -775123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -775123.125000 Penalty: 2904.083008
	Iteration 26Q: 3 clusters Score -775123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -775122.875000 Penalty: 2904.083008
	Iteration 27Q: 3 clusters Score -775122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -775122.875000 Penalty: 2904.083008
	Iteration 28F: 3 clusters Score -775122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Entering Unmasked Estep 
Score: -4334838.500000 Penalty: 1728.291382
	Iteration 0F: 2 clusters Score -4334838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4307245.500000 Penalty: 3456.582764
	Iteration 0F: 3 clusters Score -4307246 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4317777.000000 Penalty: 3456.582764
	Iteration 1F: 3 clusters Score -4317777 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4318096.000000 Penalty: 3456.582764
	Iteration 2Q: 3 clusters Score -4318096 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4318380.500000 Penalty: 3456.582764
	Iteration 3Q: 3 clusters Score -4318380 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4318739.500000 Penalty: 3456.582764
	Iteration 4Q: 3 clusters Score -4318740 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4319264.500000 Penalty: 3456.582764
	Iteration 5Q: 3 clusters Score -4319264 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4320106.000000 Penalty: 3456.582764
	Iteration 6Q: 3 clusters Score -4320106 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4321538.500000 Penalty: 3456.582764
	Iteration 7F: 3 clusters Score -4321538 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4323898.500000 Penalty: 3456.582764
	Iteration 8F: 3 clusters Score -4323898 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4327033.000000 Penalty: 3456.582764
	Iteration 9F: 3 clusters Score -4327033 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4329924.500000 Penalty: 3456.582764
	Iteration 10F: 3 clusters Score -4329924 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4331853.500000 Penalty: 3456.582764
	Iteration 11Q: 3 clusters Score -4331854 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4332701.500000 Penalty: 3456.582764
	Iteration 12Q: 3 clusters Score -4332702 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4333034.000000 Penalty: 3456.582764
	Iteration 13Q: 3 clusters Score -4333034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -4333167.000000 Penalty: 3456.582764
	Iteration 14Q: 3 clusters Score -4333167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -4333234.500000 Penalty: 3456.582764
	Iteration 15Q: 3 clusters Score -4333234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -4333278.500000 Penalty: 3456.582764
	Iteration 16Q: 3 clusters Score -4333278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4333305.500000 Penalty: 3456.582764
	Iteration 17Q: 3 clusters Score -4333306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -4333323.500000 Penalty: 3456.582764
	Iteration 18Q: 3 clusters Score -4333324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4333338.500000 Penalty: 3456.582764
	Iteration 19Q: 3 clusters Score -4333338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4333344.500000 Penalty: 3456.582764
	Iteration 20F: 3 clusters Score -4333344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -4333347.000000 Penalty: 3456.582764
	Iteration 21Q: 3 clusters Score -4333347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4333347.500000 Penalty: 3456.582764
	Iteration 22Q: 3 clusters Score -4333348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4333351.000000 Penalty: 3456.582764
	Iteration 23Q: 3 clusters Score -4333351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -4333351.000000 Penalty: 3456.582764
	Iteration 24F: 3 clusters Score -4333351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -835848.812500 Penalty: 1471.584717
	Iteration 0F: 2 clusters Score -835848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -829637.750000 Penalty: 2943.169434
	Iteration 0F: 3 clusters Score -829637.8 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -831699.437500 Penalty: 2943.169434
	Iteration 1F: 3 clusters Score -831699.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -832033.125000 Penalty: 2943.169434
	Iteration 2F: 3 clusters Score -832033.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -832355.625000 Penalty: 2943.169434
	Iteration 3F: 3 clusters Score -832355.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -832668.000000 Penalty: 2943.169434
	Iteration 4F: 3 clusters Score -832668 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -832920.937500 Penalty: 2943.169434
	Iteration 5F: 3 clusters Score -832920.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -833120.687500 Penalty: 2943.169434
	Iteration 6Q: 3 clusters Score -833120.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -833287.687500 Penalty: 2943.169434
	Iteration 7Q: 3 clusters Score -833287.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -833450.125000 Penalty: 2943.169434
	Iteration 8Q: 3 clusters Score -833450.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -833608.812500 Penalty: 2943.169434
	Iteration 9Q: 3 clusters Score -833608.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -833738.625000 Penalty: 2943.169434
	Iteration 10Q: 3 clusters Score -833738.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -833838.812500 Penalty: 2943.169434
	Iteration 11Q: 3 clusters Score -833838.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -833923.187500 Penalty: 2943.169434
	Iteration 12Q: 3 clusters Score -833923.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -834018.687500 Penalty: 2943.169434
	Iteration 13Q: 3 clusters Score -834018.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -834104.000000 Penalty: 2943.169434
	Iteration 14Q: 3 clusters Score -834104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -834177.750000 Penalty: 2943.169434
	Iteration 15Q: 3 clusters Score -834177.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -834236.875000 Penalty: 2943.169434
	Iteration 16Q: 3 clusters Score -834236.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -834285.875000 Penalty: 2943.169434
	Iteration 17Q: 3 clusters Score -834285.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -834321.750000 Penalty: 2943.169434
	Iteration 18Q: 3 clusters Score -834321.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -834357.312500 Penalty: 2943.169434
	Iteration 19Q: 3 clusters Score -834357.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -834385.562500 Penalty: 2943.169434
	Iteration 20F: 3 clusters Score -834385.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -834413.875000 Penalty: 2943.169434
	Iteration 21Q: 3 clusters Score -834413.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -834431.312500 Penalty: 2943.169434
	Iteration 22Q: 3 clusters Score -834431.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -834449.375000 Penalty: 2943.169434
	Iteration 23Q: 3 clusters Score -834449.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -834465.062500 Penalty: 2943.169434
	Iteration 24Q: 3 clusters Score -834465.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -834488.375000 Penalty: 2943.169434
	Iteration 25Q: 3 clusters Score -834488.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -834508.062500 Penalty: 2943.169434
	Iteration 26Q: 3 clusters Score -834508.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -834524.437500 Penalty: 2943.169434
	Iteration 27Q: 3 clusters Score -834524.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -834541.000000 Penalty: 2943.169434
	Iteration 28Q: 3 clusters Score -834541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -834561.062500 Penalty: 2943.169434
	Iteration 29Q: 3 clusters Score -834561.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -834581.687500 Penalty: 2943.169434
	Iteration 30Q: 3 clusters Score -834581.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -834602.937500 Penalty: 2943.169434
	Iteration 31Q: 3 clusters Score -834602.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -834612.250000 Penalty: 2943.169434
	Iteration 32Q: 3 clusters Score -834612.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -834627.750000 Penalty: 2943.169434
	Iteration 33Q: 3 clusters Score -834627.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -834640.250000 Penalty: 2943.169434
	Iteration 34Q: 3 clusters Score -834640.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -834649.687500 Penalty: 2943.169434
	Iteration 35Q: 3 clusters Score -834649.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -834657.125000 Penalty: 2943.169434
	Iteration 36Q: 3 clusters Score -834657.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -834663.875000 Penalty: 2943.169434
	Iteration 37Q: 3 clusters Score -834663.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -834667.250000 Penalty: 2943.169434
	Iteration 38Q: 3 clusters Score -834667.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -834674.500000 Penalty: 2943.169434
	Iteration 39Q: 3 clusters Score -834674.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -834677.500000 Penalty: 2943.169434
	Iteration 40F: 3 clusters Score -834677.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -834681.062500 Penalty: 2943.169434
	Iteration 41Q: 3 clusters Score -834681.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -834684.437500 Penalty: 2943.169434
	Iteration 42Q: 3 clusters Score -834684.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -834694.250000 Penalty: 2943.169434
	Iteration 43Q: 3 clusters Score -834694.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -834696.875000 Penalty: 2943.169434
	Iteration 44Q: 3 clusters Score -834696.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -834705.562500 Penalty: 2943.169434
	Iteration 45Q: 3 clusters Score -834705.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -834710.125000 Penalty: 2943.169434
	Iteration 46Q: 3 clusters Score -834710.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -834718.062500 Penalty: 2943.169434
	Iteration 47Q: 3 clusters Score -834718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -834721.812500 Penalty: 2943.169434
	Iteration 48Q: 3 clusters Score -834721.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -834726.062500 Penalty: 2943.169434
	Iteration 49Q: 3 clusters Score -834726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -834729.125000 Penalty: 2943.169434
	Iteration 50Q: 3 clusters Score -834729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -834731.812500 Penalty: 2943.169434
	Iteration 51Q: 3 clusters Score -834731.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -834735.375000 Penalty: 2943.169434
	Iteration 52Q: 3 clusters Score -834735.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -834738.875000 Penalty: 2943.169434
	Iteration 53Q: 3 clusters Score -834738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -834743.125000 Penalty: 2943.169434
	Iteration 54Q: 3 clusters Score -834743.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -834747.562500 Penalty: 2943.169434
	Iteration 55Q: 3 clusters Score -834747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -834748.062500 Penalty: 2943.169434
	Iteration 56Q: 3 clusters Score -834748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -834752.312500 Penalty: 2943.169434
	Iteration 57Q: 3 clusters Score -834752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -834751.187500 Penalty: 2943.169434
	Iteration 58Q: 3 clusters Score -834751.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -834755.750000 Penalty: 2943.169434
	Iteration 59Q: 3 clusters Score -834755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -834758.000000 Penalty: 2943.169434
	Iteration 60F: 3 clusters Score -834758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -834764.687500 Penalty: 2943.169434
	Iteration 61Q: 3 clusters Score -834764.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -834768.187500 Penalty: 2943.169434
	Iteration 62Q: 3 clusters Score -834768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -834770.375000 Penalty: 2943.169434
	Iteration 63Q: 3 clusters Score -834770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -834775.000000 Penalty: 2943.169434
	Iteration 64Q: 3 clusters Score -834775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -834779.312500 Penalty: 2943.169434
	Iteration 65Q: 3 clusters Score -834779.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -834784.937500 Penalty: 2943.169434
	Iteration 66Q: 3 clusters Score -834784.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -834787.937500 Penalty: 2943.169434
	Iteration 67Q: 3 clusters Score -834787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -834788.250000 Penalty: 2943.169434
	Iteration 68Q: 3 clusters Score -834788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -834790.500000 Penalty: 2943.169434
	Iteration 69Q: 3 clusters Score -834790.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -834796.250000 Penalty: 2943.169434
	Iteration 70Q: 3 clusters Score -834796.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -834802.312500 Penalty: 2943.169434
	Iteration 71Q: 3 clusters Score -834802.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -834813.062500 Penalty: 2943.169434
	Iteration 72Q: 3 clusters Score -834813.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -834822.500000 Penalty: 2943.169434
	Iteration 73Q: 3 clusters Score -834822.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -834838.312500 Penalty: 2943.169434
	Iteration 74Q: 3 clusters Score -834838.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -834859.500000 Penalty: 2943.169434
	Iteration 75Q: 3 clusters Score -834859.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -834866.437500 Penalty: 2943.169434
	Iteration 76Q: 3 clusters Score -834866.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -834878.562500 Penalty: 2943.169434
	Iteration 77Q: 3 clusters Score -834878.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -834885.937500 Penalty: 2943.169434
	Iteration 78Q: 3 clusters Score -834885.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -834889.250000 Penalty: 2943.169434
	Iteration 79Q: 3 clusters Score -834889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -834892.187500 Penalty: 2943.169434
	Iteration 80F: 3 clusters Score -834892.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -834895.750000 Penalty: 2943.169434
	Iteration 81Q: 3 clusters Score -834895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -834898.312500 Penalty: 2943.169434
	Iteration 82Q: 3 clusters Score -834898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -834903.687500 Penalty: 2943.169434
	Iteration 83Q: 3 clusters Score -834903.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -834906.687500 Penalty: 2943.169434
	Iteration 84Q: 3 clusters Score -834906.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -834910.312500 Penalty: 2943.169434
	Iteration 85Q: 3 clusters Score -834910.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -834914.250000 Penalty: 2943.169434
	Iteration 86Q: 3 clusters Score -834914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -834913.625000 Penalty: 2943.169434
	Iteration 87Q: 3 clusters Score -834913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -834915.812500 Penalty: 2943.169434
	Iteration 88Q: 3 clusters Score -834915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -834918.875000 Penalty: 2943.169434
	Iteration 89Q: 3 clusters Score -834918.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -834919.812500 Penalty: 2943.169434
	Iteration 90Q: 3 clusters Score -834919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -834922.000000 Penalty: 2943.169434
	Iteration 91Q: 3 clusters Score -834922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -834926.562500 Penalty: 2943.169434
	Iteration 92Q: 3 clusters Score -834926.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -834933.062500 Penalty: 2943.169434
	Iteration 93Q: 3 clusters Score -834933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -834939.875000 Penalty: 2943.169434
	Iteration 94Q: 3 clusters Score -834939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -834944.500000 Penalty: 2943.169434
	Iteration 95Q: 3 clusters Score -834944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -834949.312500 Penalty: 2943.169434
	Iteration 96Q: 3 clusters Score -834949.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -834954.937500 Penalty: 2943.169434
	Iteration 97Q: 3 clusters Score -834954.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -834960.375000 Penalty: 2943.169434
	Iteration 98Q: 3 clusters Score -834960.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -834962.062500 Penalty: 2943.169434
	Iteration 99Q: 3 clusters Score -834962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -834964.000000 Penalty: 2943.169434
	Iteration 100F: 3 clusters Score -834964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -834964.187500 Penalty: 2943.169434
	Iteration 101Q: 3 clusters Score -834964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -834964.187500 Penalty: 2943.169434
	Iteration 102F: 3 clusters Score -834964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Entering Unmasked Estep 
Score: -1617854.750000 Penalty: 1575.675293
	Iteration 0F: 2 clusters Score -1617855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1606721.625000 Penalty: 3151.350586
	Iteration 0F: 3 clusters Score -1606722 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1610793.375000 Penalty: 3151.350586
	Iteration 1F: 3 clusters Score -1610793 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1611235.125000 Penalty: 3151.350586
	Iteration 2F: 3 clusters Score -1611235 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1611637.625000 Penalty: 3151.350586
	Iteration 3F: 3 clusters Score -1611638 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1612026.000000 Penalty: 3151.350586
	Iteration 4Q: 3 clusters Score -1612026 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1612447.375000 Penalty: 3151.350586
	Iteration 5Q: 3 clusters Score -1612447 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1612900.250000 Penalty: 3151.350586
	Iteration 6Q: 3 clusters Score -1612900 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1613403.500000 Penalty: 3151.350586
	Iteration 7Q: 3 clusters Score -1613404 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1613922.375000 Penalty: 3151.350586
	Iteration 8F: 3 clusters Score -1613922 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1614463.750000 Penalty: 3151.350586
	Iteration 9F: 3 clusters Score -1614464 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1615000.875000 Penalty: 3151.350586
	Iteration 10Q: 3 clusters Score -1615001 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1615543.625000 Penalty: 3151.350586
	Iteration 11Q: 3 clusters Score -1615544 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1616028.750000 Penalty: 3151.350586
	Iteration 12Q: 3 clusters Score -1616029 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1616428.875000 Penalty: 3151.350586
	Iteration 13Q: 3 clusters Score -1616429 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1616708.125000 Penalty: 3151.350586
	Iteration 14Q: 3 clusters Score -1616708 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1616929.000000 Penalty: 3151.350586
	Iteration 15Q: 3 clusters Score -1616929 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1617064.875000 Penalty: 3151.350586
	Iteration 16Q: 3 clusters Score -1617065 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1617154.750000 Penalty: 3151.350586
	Iteration 17Q: 3 clusters Score -1617155 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1617226.125000 Penalty: 3151.350586
	Iteration 18Q: 3 clusters Score -1617226 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1617283.125000 Penalty: 3151.350586
	Iteration 19Q: 3 clusters Score -1617283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1617352.875000 Penalty: 3151.350586
	Iteration 20F: 3 clusters Score -1617353 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1617409.500000 Penalty: 3151.350586
	Iteration 21Q: 3 clusters Score -1617410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1617446.250000 Penalty: 3151.350586
	Iteration 22Q: 3 clusters Score -1617446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1617493.250000 Penalty: 3151.350586
	Iteration 23Q: 3 clusters Score -1617493 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1617532.125000 Penalty: 3151.350586
	Iteration 24Q: 3 clusters Score -1617532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1617570.500000 Penalty: 3151.350586
	Iteration 25Q: 3 clusters Score -1617570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1617633.875000 Penalty: 3151.350586
	Iteration 26Q: 3 clusters Score -1617634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1617680.250000 Penalty: 3151.350586
	Iteration 27Q: 3 clusters Score -1617680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1617720.375000 Penalty: 3151.350586
	Iteration 28Q: 3 clusters Score -1617720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1617753.250000 Penalty: 3151.350586
	Iteration 29Q: 3 clusters Score -1617753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1617768.500000 Penalty: 3151.350586
	Iteration 30Q: 3 clusters Score -1617768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1617782.250000 Penalty: 3151.350586
	Iteration 31Q: 3 clusters Score -1617782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1617785.875000 Penalty: 3151.350586
	Iteration 32Q: 3 clusters Score -1617786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1617783.750000 Penalty: 3151.350586
	Iteration 33Q: 3 clusters Score -1617784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1617784.625000 Penalty: 3151.350586
	Iteration 34Q: 3 clusters Score -1617785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1617789.125000 Penalty: 3151.350586
	Iteration 35Q: 3 clusters Score -1617789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1617785.500000 Penalty: 3151.350586
	Iteration 36Q: 3 clusters Score -1617786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1617786.750000 Penalty: 3151.350586
	Iteration 37Q: 3 clusters Score -1617787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1617786.500000 Penalty: 3151.350586
	Iteration 38Q: 3 clusters Score -1617786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1617785.875000 Penalty: 3151.350586
	Iteration 39Q: 3 clusters Score -1617786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1617785.875000 Penalty: 3151.350586
	Iteration 40F: 3 clusters Score -1617786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1617783.875000 Penalty: 3151.350586
	Iteration 41Q: 3 clusters Score -1617784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1617783.875000 Penalty: 3151.350586
	Iteration 42F: 3 clusters Score -1617784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Entering Unmasked Estep 
Score: -1808169.875000 Penalty: 1590.726562
	Iteration 0F: 2 clusters Score -1808170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1796003.000000 Penalty: 3181.453125
	Iteration 0F: 3 clusters Score -1796003 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1800587.500000 Penalty: 3181.453125
	Iteration 1F: 3 clusters Score -1800588 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1801131.750000 Penalty: 3181.453125
	Iteration 2F: 3 clusters Score -1801132 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1801659.500000 Penalty: 3181.453125
	Iteration 3F: 3 clusters Score -1801660 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1802152.875000 Penalty: 3181.453125
	Iteration 4F: 3 clusters Score -1802153 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1802629.750000 Penalty: 3181.453125
	Iteration 5F: 3 clusters Score -1802630 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1803087.250000 Penalty: 3181.453125
	Iteration 6Q: 3 clusters Score -1803087 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1803568.250000 Penalty: 3181.453125
	Iteration 7Q: 3 clusters Score -1803568 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1804041.375000 Penalty: 3181.453125
	Iteration 8Q: 3 clusters Score -1804041 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1804500.375000 Penalty: 3181.453125
	Iteration 9Q: 3 clusters Score -1804500 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1804833.000000 Penalty: 3181.453125
	Iteration 10Q: 3 clusters Score -1804833 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1805019.625000 Penalty: 3181.453125
	Iteration 11Q: 3 clusters Score -1805020 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1805115.000000 Penalty: 3181.453125
	Iteration 12Q: 3 clusters Score -1805115 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1805176.625000 Penalty: 3181.453125
	Iteration 13Q: 3 clusters Score -1805177 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1805208.625000 Penalty: 3181.453125
	Iteration 14Q: 3 clusters Score -1805209 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1805236.500000 Penalty: 3181.453125
	Iteration 15Q: 3 clusters Score -1805236 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1805251.750000 Penalty: 3181.453125
	Iteration 16Q: 3 clusters Score -1805252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1805263.250000 Penalty: 3181.453125
	Iteration 17Q: 3 clusters Score -1805263 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1805273.000000 Penalty: 3181.453125
	Iteration 18Q: 3 clusters Score -1805273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1805292.000000 Penalty: 3181.453125
	Iteration 19Q: 3 clusters Score -1805292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1805300.500000 Penalty: 3181.453125
	Iteration 20F: 3 clusters Score -1805300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1805315.750000 Penalty: 3181.453125
	Iteration 21Q: 3 clusters Score -1805316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1805332.250000 Penalty: 3181.453125
	Iteration 22Q: 3 clusters Score -1805332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1805356.375000 Penalty: 3181.453125
	Iteration 23Q: 3 clusters Score -1805356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1805375.000000 Penalty: 3181.453125
	Iteration 24Q: 3 clusters Score -1805375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1805389.875000 Penalty: 3181.453125
	Iteration 25Q: 3 clusters Score -1805390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1805411.125000 Penalty: 3181.453125
	Iteration 26Q: 3 clusters Score -1805411 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1805436.625000 Penalty: 3181.453125
	Iteration 27Q: 3 clusters Score -1805437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1805450.250000 Penalty: 3181.453125
	Iteration 28Q: 3 clusters Score -1805450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1805471.750000 Penalty: 3181.453125
	Iteration 29Q: 3 clusters Score -1805472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1805506.250000 Penalty: 3181.453125
	Iteration 30Q: 3 clusters Score -1805506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1805534.000000 Penalty: 3181.453125
	Iteration 31Q: 3 clusters Score -1805534 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1805567.125000 Penalty: 3181.453125
	Iteration 32Q: 3 clusters Score -1805567 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1805599.000000 Penalty: 3181.453125
	Iteration 33Q: 3 clusters Score -1805599 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1805638.625000 Penalty: 3181.453125
	Iteration 34Q: 3 clusters Score -1805639 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1805681.250000 Penalty: 3181.453125
	Iteration 35Q: 3 clusters Score -1805681 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1805728.625000 Penalty: 3181.453125
	Iteration 36Q: 3 clusters Score -1805729 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1805782.000000 Penalty: 3181.453125
	Iteration 37Q: 3 clusters Score -1805782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1805858.750000 Penalty: 3181.453125
	Iteration 38Q: 3 clusters Score -1805859 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1805946.375000 Penalty: 3181.453125
	Iteration 39Q: 3 clusters Score -1805946 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1806023.125000 Penalty: 3181.453125
	Iteration 40F: 3 clusters Score -1806023 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1806107.375000 Penalty: 3181.453125
	Iteration 41Q: 3 clusters Score -1806107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1806175.875000 Penalty: 3181.453125
	Iteration 42Q: 3 clusters Score -1806176 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1806239.875000 Penalty: 3181.453125
	Iteration 43Q: 3 clusters Score -1806240 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1806295.250000 Penalty: 3181.453125
	Iteration 44Q: 3 clusters Score -1806295 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1806336.625000 Penalty: 3181.453125
	Iteration 45Q: 3 clusters Score -1806337 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1806389.625000 Penalty: 3181.453125
	Iteration 46Q: 3 clusters Score -1806390 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1806438.500000 Penalty: 3181.453125
	Iteration 47Q: 3 clusters Score -1806438 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1806496.750000 Penalty: 3181.453125
	Iteration 48Q: 3 clusters Score -1806497 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1806568.625000 Penalty: 3181.453125
	Iteration 49Q: 3 clusters Score -1806569 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1806631.750000 Penalty: 3181.453125
	Iteration 50Q: 3 clusters Score -1806632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1806678.875000 Penalty: 3181.453125
	Iteration 51Q: 3 clusters Score -1806679 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1806718.750000 Penalty: 3181.453125
	Iteration 52Q: 3 clusters Score -1806719 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1806752.875000 Penalty: 3181.453125
	Iteration 53Q: 3 clusters Score -1806753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1806793.625000 Penalty: 3181.453125
	Iteration 54Q: 3 clusters Score -1806794 nChanged 139
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 13034 members 
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Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1806851 nChanged 92
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Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 13236 members 
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	Iteration 57Q: 3 clusters Score -1806876 nChanged 68
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Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13304 members 
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	Iteration 58Q: 3 clusters Score -1806886 nChanged 66
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Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13368 members 
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	Iteration 59Q: 3 clusters Score -1806901 nChanged 57
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Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 13425 members 
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	Iteration 60F: 3 clusters Score -1806906 nChanged 62
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Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 13487 members 
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	Iteration 61Q: 3 clusters Score -1806920 nChanged 59
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Mstep: Class 2 contains 13546 members 
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	Iteration 62Q: 3 clusters Score -1806932 nChanged 50
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13596 members 
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	Iteration 63Q: 3 clusters Score -1806935 nChanged 48
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Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 13644 members 
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	Iteration 64Q: 3 clusters Score -1806937 nChanged 56
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13698 members 
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	Iteration 65Q: 3 clusters Score -1806950 nChanged 47
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Mstep: Class 1 contains 4093 members 
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	Iteration 66Q: 3 clusters Score -1806956 nChanged 45
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Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13790 members 
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	Iteration 67Q: 3 clusters Score -1806966 nChanged 41
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13831 members 
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	Iteration 68Q: 3 clusters Score -1806966 nChanged 41
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Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 13872 members 
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	Iteration 69Q: 3 clusters Score -1806970 nChanged 32
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Mstep: Class 1 contains 3936 members 
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	Iteration 70Q: 3 clusters Score -1806983 nChanged 36
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	Iteration 71Q: 3 clusters Score -1806984 nChanged 39
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Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13975 members 
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	Iteration 72Q: 3 clusters Score -1806992 nChanged 27
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Mstep: Class 1 contains 3836 members 
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	Iteration 73Q: 3 clusters Score -1807000 nChanged 25
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Mstep: Class 1 contains 3813 members 
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	Iteration 74Q: 3 clusters Score -1807006 nChanged 27
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Mstep: Class 1 contains 3786 members 
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	Iteration 75Q: 3 clusters Score -1807007 nChanged 33
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Mstep: Class 1 contains 3753 members 
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	Iteration 76Q: 3 clusters Score -1807011 nChanged 44
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	Iteration 77Q: 3 clusters Score -1807017 nChanged 45
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	Iteration 78Q: 3 clusters Score -1807030 nChanged 37
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Mstep: Class 1 contains 3633 members 
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	Iteration 79Q: 3 clusters Score -1807032 nChanged 30
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	Iteration 80F: 3 clusters Score -1807040 nChanged 36
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Mstep: Class 1 contains 3571 members 
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	Iteration 81Q: 3 clusters Score -1807047 nChanged 36
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Mstep: Class 1 contains 3539 members 
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	Iteration 82Q: 3 clusters Score -1807053 nChanged 37
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Mstep: Class 1 contains 3508 members 
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Mstep: Class 1 contains 3484 members 
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	Iteration 86Q: 3 clusters Score -1807066 nChanged 15
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	Iteration 87Q: 3 clusters Score -1807064 nChanged 19
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	Iteration 90Q: 3 clusters Score -1807079 nChanged 23
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	Iteration 91Q: 3 clusters Score -1807083 nChanged 20
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Mstep: Class 1 contains 3350 members 
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	Iteration 93Q: 3 clusters Score -1807089 nChanged 19
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	Iteration 94Q: 3 clusters Score -1807088 nChanged 15
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Mstep: Class 1 contains 3302 members 
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Mstep: Class 1 contains 3289 members 
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	Iteration 96Q: 3 clusters Score -1807089 nChanged 16
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Mstep: Class 1 contains 3273 members 
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	Iteration 97Q: 3 clusters Score -1807093 nChanged 15
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Mstep: Class 1 contains 3247 members 
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	Iteration 99Q: 3 clusters Score -1807100 nChanged 16
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Mstep: Class 1 contains 3231 members 
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	Iteration 100F: 3 clusters Score -1807102 nChanged 14
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Mstep: Class 1 contains 3217 members 
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	Iteration 101Q: 3 clusters Score -1807104 nChanged 16
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Mstep: Class 1 contains 3203 members 
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	Iteration 102Q: 3 clusters Score -1807105 nChanged 20
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Mstep: Class 1 contains 3183 members 
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	Iteration 103Q: 3 clusters Score -1807107 nChanged 12
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Mstep: Class 1 contains 3173 members 
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	Iteration 104Q: 3 clusters Score -1807106 nChanged 13
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	Iteration 105Q: 3 clusters Score -1807110 nChanged 8
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	Iteration 106Q: 3 clusters Score -1807116 nChanged 7
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	Iteration 107Q: 3 clusters Score -1807112 nChanged 12
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	Iteration 108Q: 3 clusters Score -1807108 nChanged 10
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	Iteration 109Q: 3 clusters Score -1807113 nChanged 13
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	Iteration 110Q: 3 clusters Score -1807115 nChanged 17
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	Iteration 111Q: 3 clusters Score -1807119 nChanged 13
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	Iteration 112Q: 3 clusters Score -1807124 nChanged 16
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	Iteration 113Q: 3 clusters Score -1807122 nChanged 21
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	Iteration 114Q: 3 clusters Score -1807130 nChanged 20
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Mstep: Class 1 contains 3027 members 
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	Iteration 115Q: 3 clusters Score -1807131 nChanged 14
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	Iteration 116Q: 3 clusters Score -1807129 nChanged 11
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	Iteration 117Q: 3 clusters Score -1807130 nChanged 9
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	Iteration 118Q: 3 clusters Score -1807132 nChanged 8
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	Iteration 119Q: 3 clusters Score -1807134 nChanged 7
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Mstep: Class 1 contains 2978 members 
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	Iteration 120F: 3 clusters Score -1807134 nChanged 7
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	Iteration 121Q: 3 clusters Score -1807134 nChanged 3
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	Iteration 122Q: 3 clusters Score -1807134 nChanged 4
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	Iteration 123Q: 3 clusters Score -1807134 nChanged 4
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	Iteration 124Q: 3 clusters Score -1807136 nChanged 4
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	Iteration 125Q: 3 clusters Score -1807138 nChanged 3
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	Iteration 126Q: 3 clusters Score -1807134 nChanged 3
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	Iteration 127Q: 3 clusters Score -1807139 nChanged 5
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	Iteration 128Q: 3 clusters Score -1807138 nChanged 8
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	Iteration 129Q: 3 clusters Score -1807136 nChanged 5
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	Iteration 130Q: 3 clusters Score -1807137 nChanged 3
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	Iteration 131Q: 3 clusters Score -1807139 nChanged 2
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	Iteration 132Q: 3 clusters Score -1807139 nChanged 5
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	Iteration 133Q: 3 clusters Score -1807136 nChanged 7
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	Iteration 134Q: 3 clusters Score -1807136 nChanged 8
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	Iteration 135Q: 3 clusters Score -1807138 nChanged 11
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	Iteration 136Q: 3 clusters Score -1807140 nChanged 12
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	Iteration 137Q: 3 clusters Score -1807144 nChanged 5
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	Iteration 138Q: 3 clusters Score -1807141 nChanged 4
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	Iteration 139Q: 3 clusters Score -1807140 nChanged 1
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	Iteration 140F: 3 clusters Score -1807141 nChanged 1
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	Iteration 141Q: 3 clusters Score -1807140 nChanged 3
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	Iteration 142Q: 3 clusters Score -1807142 nChanged 3
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	Iteration 143Q: 3 clusters Score -1807141 nChanged 6
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	Iteration 144Q: 3 clusters Score -1807147 nChanged 8
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	Iteration 145Q: 3 clusters Score -1807145 nChanged 11
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	Iteration 146Q: 3 clusters Score -1807149 nChanged 10
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	Iteration 147Q: 3 clusters Score -1807148 nChanged 8
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Entering Unmasked Estep 
Score: -1807152.625000 Penalty: 3181.453125
	Iteration 148Q: 3 clusters Score -1807153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1807150.125000 Penalty: 3181.453125
	Iteration 149Q: 3 clusters Score -1807150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1807151.500000 Penalty: 3181.453125
	Iteration 150Q: 3 clusters Score -1807152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1807151.750000 Penalty: 3181.453125
	Iteration 151Q: 3 clusters Score -1807152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1807150.875000 Penalty: 3181.453125
	Iteration 152Q: 3 clusters Score -1807151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1807154.125000 Penalty: 3181.453125
	Iteration 153Q: 3 clusters Score -1807154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1807154.500000 Penalty: 3181.453125
	Iteration 154Q: 3 clusters Score -1807154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1807154.000000 Penalty: 3181.453125
	Iteration 155Q: 3 clusters Score -1807154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1807153.250000 Penalty: 3181.453125
	Iteration 156Q: 3 clusters Score -1807153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1807156.125000 Penalty: 3181.453125
	Iteration 157Q: 3 clusters Score -1807156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1807154.750000 Penalty: 3181.453125
	Iteration 158Q: 3 clusters Score -1807155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1807155.375000 Penalty: 3181.453125
	Iteration 159Q: 3 clusters Score -1807155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1807155.500000 Penalty: 3181.453125
	Iteration 160F: 3 clusters Score -1807156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1807155.500000 Penalty: 3181.453125
	Iteration 161Q: 3 clusters Score -1807156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1807152.500000 Penalty: 3181.453125
	Iteration 162Q: 3 clusters Score -1807152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1807153.875000 Penalty: 3181.453125
	Iteration 163Q: 3 clusters Score -1807154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1807154.750000 Penalty: 3181.453125
	Iteration 164Q: 3 clusters Score -1807155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1807154.750000 Penalty: 3181.453125
	Iteration 165Q: 3 clusters Score -1807155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1807154.500000 Penalty: 3181.453125
	Iteration 166Q: 3 clusters Score -1807154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1807152.250000 Penalty: 3181.453125
	Iteration 167Q: 3 clusters Score -1807152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1807157.625000 Penalty: 3181.453125
	Iteration 168Q: 3 clusters Score -1807158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1807159.750000 Penalty: 3181.453125
	Iteration 169Q: 3 clusters Score -1807160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1807158.375000 Penalty: 3181.453125
	Iteration 170Q: 3 clusters Score -1807158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1807162.875000 Penalty: 3181.453125
	Iteration 171Q: 3 clusters Score -1807163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1807160.750000 Penalty: 3181.453125
	Iteration 172Q: 3 clusters Score -1807161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1807161.875000 Penalty: 3181.453125
	Iteration 173Q: 3 clusters Score -1807162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1807159.125000 Penalty: 3181.453125
	Iteration 174Q: 3 clusters Score -1807159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1807161.750000 Penalty: 3181.453125
	Iteration 175Q: 3 clusters Score -1807162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1807161.750000 Penalty: 3181.453125
	Iteration 176F: 3 clusters Score -1807162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -177452.734375 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -177452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -175486.000000 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -175486 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175970.656250 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -175970.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -176102.687500 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -176102.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -176188.906250 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -176188.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -176255.046875 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -176255 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -176342.750000 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -176342.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -176431.843750 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -176431.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176535.109375 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -176535.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -176654.593750 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -176654.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176786.281250 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -176786.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -176914.093750 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -176914.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -177063.718750 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -177063.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -177276.750000 Penalty: 2445.657715
	Iteration 12Q: 3 clusters Score -177276.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -177417.046875 Penalty: 2445.657715
	Iteration 13Q: 3 clusters Score -177417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177482.437500 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -177482.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177533.750000 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -177533.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177567.000000 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -177567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -177582.937500 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -177582.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177590.500000 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -177590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177590.765625 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -177590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177590.765625 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -177590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 718 members 
Entering Unmasked Estep 
Score: -54945668.000000 Penalty: 85999.031250
Splitting cluster 9 changes total score from -54946452.000000 to -54945668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -336865.250000 Penalty: 1322.848633
	Iteration 0F: 2 clusters Score -336865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -333868.406250 Penalty: 2645.697266
	Iteration 0F: 3 clusters Score -333868.4 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -334642.062500 Penalty: 2645.697266
	Iteration 1F: 3 clusters Score -334642.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -334827.875000 Penalty: 2645.697266
	Iteration 2F: 3 clusters Score -334827.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -334938.687500 Penalty: 2645.697266
	Iteration 3F: 3 clusters Score -334938.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -335012.031250 Penalty: 2645.697266
	Iteration 4Q: 3 clusters Score -335012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -335060.125000 Penalty: 2645.697266
	Iteration 5Q: 3 clusters Score -335060.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -335090.343750 Penalty: 2645.697266
	Iteration 6Q: 3 clusters Score -335090.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -335107.062500 Penalty: 2645.697266
	Iteration 7Q: 3 clusters Score -335107.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -335122.875000 Penalty: 2645.697266
	Iteration 8Q: 3 clusters Score -335122.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -335133.375000 Penalty: 2645.697266
	Iteration 9Q: 3 clusters Score -335133.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -335141.781250 Penalty: 2645.697266
	Iteration 10Q: 3 clusters Score -335141.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -335149.375000 Penalty: 2645.697266
	Iteration 11Q: 3 clusters Score -335149.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -335156.562500 Penalty: 2645.697266
	Iteration 12Q: 3 clusters Score -335156.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -335165.656250 Penalty: 2645.697266
	Iteration 13Q: 3 clusters Score -335165.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -335175.875000 Penalty: 2645.697266
	Iteration 14Q: 3 clusters Score -335175.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -335184.937500 Penalty: 2645.697266
	Iteration 15Q: 3 clusters Score -335184.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -335195.812500 Penalty: 2645.697266
	Iteration 16Q: 3 clusters Score -335195.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -335209.906250 Penalty: 2645.697266
	Iteration 17Q: 3 clusters Score -335209.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -335227.593750 Penalty: 2645.697266
	Iteration 18Q: 3 clusters Score -335227.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -335253.000000 Penalty: 2645.697266
	Iteration 19Q: 3 clusters Score -335253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -335282.437500 Penalty: 2645.697266
	Iteration 20F: 3 clusters Score -335282.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335319.906250 Penalty: 2645.697266
	Iteration 21Q: 3 clusters Score -335319.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -335372.156250 Penalty: 2645.697266
	Iteration 22Q: 3 clusters Score -335372.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -335428.125000 Penalty: 2645.697266
	Iteration 23Q: 3 clusters Score -335428.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -335492.031250 Penalty: 2645.697266
	Iteration 24Q: 3 clusters Score -335492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -335548.281250 Penalty: 2645.697266
	Iteration 25Q: 3 clusters Score -335548.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -335583.562500 Penalty: 2645.697266
	Iteration 26Q: 3 clusters Score -335583.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -335615.843750 Penalty: 2645.697266
	Iteration 27Q: 3 clusters Score -335615.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -335639.281250 Penalty: 2645.697266
	Iteration 28Q: 3 clusters Score -335639.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -335657.031250 Penalty: 2645.697266
	Iteration 29Q: 3 clusters Score -335657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -335670.562500 Penalty: 2645.697266
	Iteration 30Q: 3 clusters Score -335670.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -335683.531250 Penalty: 2645.697266
	Iteration 31Q: 3 clusters Score -335683.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -335696.968750 Penalty: 2645.697266
	Iteration 32Q: 3 clusters Score -335697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -335709.343750 Penalty: 2645.697266
	Iteration 33Q: 3 clusters Score -335709.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -335717.218750 Penalty: 2645.697266
	Iteration 34Q: 3 clusters Score -335717.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -335726.562500 Penalty: 2645.697266
	Iteration 35Q: 3 clusters Score -335726.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -335738.375000 Penalty: 2645.697266
	Iteration 36Q: 3 clusters Score -335738.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -335753.562500 Penalty: 2645.697266
	Iteration 37Q: 3 clusters Score -335753.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -335760.625000 Penalty: 2645.697266
	Iteration 38Q: 3 clusters Score -335760.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -335769.968750 Penalty: 2645.697266
	Iteration 39Q: 3 clusters Score -335770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -335781.781250 Penalty: 2645.697266
	Iteration 40F: 3 clusters Score -335781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -335793.968750 Penalty: 2645.697266
	Iteration 41Q: 3 clusters Score -335794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -335802.375000 Penalty: 2645.697266
	Iteration 42Q: 3 clusters Score -335802.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -335813.343750 Penalty: 2645.697266
	Iteration 43Q: 3 clusters Score -335813.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -335828.250000 Penalty: 2645.697266
	Iteration 44Q: 3 clusters Score -335828.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -335849.468750 Penalty: 2645.697266
	Iteration 45Q: 3 clusters Score -335849.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -335878.718750 Penalty: 2645.697266
	Iteration 46Q: 3 clusters Score -335878.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -335901.875000 Penalty: 2645.697266
	Iteration 47Q: 3 clusters Score -335901.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -335921.093750 Penalty: 2645.697266
	Iteration 48Q: 3 clusters Score -335921.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -335930.531250 Penalty: 2645.697266
	Iteration 49Q: 3 clusters Score -335930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -335942.593750 Penalty: 2645.697266
	Iteration 50Q: 3 clusters Score -335942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -335949.656250 Penalty: 2645.697266
	Iteration 51Q: 3 clusters Score -335949.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -335956.937500 Penalty: 2645.697266
	Iteration 52Q: 3 clusters Score -335956.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -335960.187500 Penalty: 2645.697266
	Iteration 53Q: 3 clusters Score -335960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -335962.281250 Penalty: 2645.697266
	Iteration 54Q: 3 clusters Score -335962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -335963.562500 Penalty: 2645.697266
	Iteration 55Q: 3 clusters Score -335963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -335965.531250 Penalty: 2645.697266
	Iteration 56Q: 3 clusters Score -335965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -335966.093750 Penalty: 2645.697266
	Iteration 57Q: 3 clusters Score -335966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -335967.656250 Penalty: 2645.697266
	Iteration 58Q: 3 clusters Score -335967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -335968.812500 Penalty: 2645.697266
	Iteration 59Q: 3 clusters Score -335968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -335969.625000 Penalty: 2645.697266
	Iteration 60F: 3 clusters Score -335969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Entering Unmasked Estep 
Score: -3144365.750000 Penalty: 1681.046143
	Iteration 0F: 2 clusters Score -3144366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3123502.250000 Penalty: 3362.092285
	Iteration 0F: 3 clusters Score -3123502 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3131350.500000 Penalty: 3362.092285
	Iteration 1F: 3 clusters Score -3131350 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3131775.500000 Penalty: 3362.092285
	Iteration 2Q: 3 clusters Score -3131776 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3132254.750000 Penalty: 3362.092285
	Iteration 3Q: 3 clusters Score -3132255 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3132773.750000 Penalty: 3362.092285
	Iteration 4Q: 3 clusters Score -3132774 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3133464.000000 Penalty: 3362.092285
	Iteration 5Q: 3 clusters Score -3133464 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3134258.000000 Penalty: 3362.092285
	Iteration 6F: 3 clusters Score -3134258 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3135040.500000 Penalty: 3362.092285
	Iteration 7Q: 3 clusters Score -3135040 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3135880.500000 Penalty: 3362.092285
	Iteration 8F: 3 clusters Score -3135880 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3136768.000000 Penalty: 3362.092285
	Iteration 9Q: 3 clusters Score -3136768 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3137603.000000 Penalty: 3362.092285
	Iteration 10Q: 3 clusters Score -3137603 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3138404.500000 Penalty: 3362.092285
	Iteration 11Q: 3 clusters Score -3138404 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3139166.000000 Penalty: 3362.092285
	Iteration 12Q: 3 clusters Score -3139166 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3139683.500000 Penalty: 3362.092285
	Iteration 13Q: 3 clusters Score -3139684 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3140104.000000 Penalty: 3362.092285
	Iteration 14Q: 3 clusters Score -3140104 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3140438.250000 Penalty: 3362.092285
	Iteration 15Q: 3 clusters Score -3140438 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3140695.000000 Penalty: 3362.092285
	Iteration 16Q: 3 clusters Score -3140695 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3140965.000000 Penalty: 3362.092285
	Iteration 17Q: 3 clusters Score -3140965 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3141221.500000 Penalty: 3362.092285
	Iteration 18Q: 3 clusters Score -3141222 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3141481.500000 Penalty: 3362.092285
	Iteration 19Q: 3 clusters Score -3141482 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3141703.750000 Penalty: 3362.092285
	Iteration 20F: 3 clusters Score -3141704 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3141896.250000 Penalty: 3362.092285
	Iteration 21Q: 3 clusters Score -3141896 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3142065.250000 Penalty: 3362.092285
	Iteration 22Q: 3 clusters Score -3142065 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3142228.500000 Penalty: 3362.092285
	Iteration 23Q: 3 clusters Score -3142228 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3142382.250000 Penalty: 3362.092285
	Iteration 24Q: 3 clusters Score -3142382 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3142511.000000 Penalty: 3362.092285
	Iteration 25Q: 3 clusters Score -3142511 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -3142651.500000 Penalty: 3362.092285
	Iteration 26Q: 3 clusters Score -3142652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3142743.750000 Penalty: 3362.092285
	Iteration 27Q: 3 clusters Score -3142744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3142806.500000 Penalty: 3362.092285
	Iteration 28Q: 3 clusters Score -3142806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3142851.500000 Penalty: 3362.092285
	Iteration 29Q: 3 clusters Score -3142852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -3142872.000000 Penalty: 3362.092285
	Iteration 30Q: 3 clusters Score -3142872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3142899.000000 Penalty: 3362.092285
	Iteration 31Q: 3 clusters Score -3142899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3142920.250000 Penalty: 3362.092285
	Iteration 32Q: 3 clusters Score -3142920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3142929.000000 Penalty: 3362.092285
	Iteration 33Q: 3 clusters Score -3142929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3142934.000000 Penalty: 3362.092285
	Iteration 34Q: 3 clusters Score -3142934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3142945.000000 Penalty: 3362.092285
	Iteration 35Q: 3 clusters Score -3142945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3142954.250000 Penalty: 3362.092285
	Iteration 36Q: 3 clusters Score -3142954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3142964.250000 Penalty: 3362.092285
	Iteration 37Q: 3 clusters Score -3142964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3142969.000000 Penalty: 3362.092285
	Iteration 38Q: 3 clusters Score -3142969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3142975.750000 Penalty: 3362.092285
	Iteration 39Q: 3 clusters Score -3142976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3142990.000000 Penalty: 3362.092285
	Iteration 40F: 3 clusters Score -3142990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3142998.250000 Penalty: 3362.092285
	Iteration 41Q: 3 clusters Score -3142998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3143002.750000 Penalty: 3362.092285
	Iteration 42Q: 3 clusters Score -3143003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -3143017.250000 Penalty: 3362.092285
	Iteration 43Q: 3 clusters Score -3143017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3143019.750000 Penalty: 3362.092285
	Iteration 44Q: 3 clusters Score -3143020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3143021.250000 Penalty: 3362.092285
	Iteration 45Q: 3 clusters Score -3143021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3143027.250000 Penalty: 3362.092285
	Iteration 46Q: 3 clusters Score -3143027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3143027.250000 Penalty: 3362.092285
	Iteration 47Q: 3 clusters Score -3143027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3143031.000000 Penalty: 3362.092285
	Iteration 48Q: 3 clusters Score -3143031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3143039.500000 Penalty: 3362.092285
	Iteration 49Q: 3 clusters Score -3143040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3143040.750000 Penalty: 3362.092285
	Iteration 50Q: 3 clusters Score -3143041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3143043.000000 Penalty: 3362.092285
	Iteration 51Q: 3 clusters Score -3143043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3143044.250000 Penalty: 3362.092285
	Iteration 52Q: 3 clusters Score -3143044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3143041.500000 Penalty: 3362.092285
	Iteration 53Q: 3 clusters Score -3143042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3143042.500000 Penalty: 3362.092285
	Iteration 54Q: 3 clusters Score -3143042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3143043.250000 Penalty: 3362.092285
	Iteration 55Q: 3 clusters Score -3143043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3143045.000000 Penalty: 3362.092285
	Iteration 56Q: 3 clusters Score -3143045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3143045.500000 Penalty: 3362.092285
	Iteration 57Q: 3 clusters Score -3143046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3143046.000000 Penalty: 3362.092285
	Iteration 58Q: 3 clusters Score -3143046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3143046.750000 Penalty: 3362.092285
	Iteration 59Q: 3 clusters Score -3143047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3143051.250000 Penalty: 3362.092285
	Iteration 60F: 3 clusters Score -3143051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3143050.750000 Penalty: 3362.092285
	Iteration 61Q: 3 clusters Score -3143051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3143053.750000 Penalty: 3362.092285
	Iteration 62Q: 3 clusters Score -3143054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3143058.750000 Penalty: 3362.092285
	Iteration 63Q: 3 clusters Score -3143059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3143061.000000 Penalty: 3362.092285
	Iteration 64Q: 3 clusters Score -3143061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3143062.250000 Penalty: 3362.092285
	Iteration 65Q: 3 clusters Score -3143062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3143061.000000 Penalty: 3362.092285
	Iteration 66Q: 3 clusters Score -3143061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3143061.000000 Penalty: 3362.092285
	Iteration 67F: 3 clusters Score -3143061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Entering Unmasked Estep 
Score: -967950.625000 Penalty: 1488.464844
	Iteration 0F: 2 clusters Score -967950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -961113.562500 Penalty: 2976.929688
	Iteration 0F: 3 clusters Score -961113.6 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -963471.062500 Penalty: 2976.929688
	Iteration 1F: 3 clusters Score -963471.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -963807.187500 Penalty: 2976.929688
	Iteration 2F: 3 clusters Score -963807.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -964151.437500 Penalty: 2976.929688
	Iteration 3F: 3 clusters Score -964151.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -964536.187500 Penalty: 2976.929688
	Iteration 4F: 3 clusters Score -964536.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -964953.187500 Penalty: 2976.929688
	Iteration 5F: 3 clusters Score -964953.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -965367.250000 Penalty: 2976.929688
	Iteration 6F: 3 clusters Score -965367.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -965783.125000 Penalty: 2976.929688
	Iteration 7F: 3 clusters Score -965783.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -966177.750000 Penalty: 2976.929688
	Iteration 8F: 3 clusters Score -966177.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -966560.812500 Penalty: 2976.929688
	Iteration 9Q: 3 clusters Score -966560.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -966878.062500 Penalty: 2976.929688
	Iteration 10Q: 3 clusters Score -966878.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -967143.000000 Penalty: 2976.929688
	Iteration 11Q: 3 clusters Score -967143 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -967303.875000 Penalty: 2976.929688
	Iteration 12Q: 3 clusters Score -967303.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -967413.625000 Penalty: 2976.929688
	Iteration 13Q: 3 clusters Score -967413.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -967459.812500 Penalty: 2976.929688
	Iteration 14Q: 3 clusters Score -967459.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -967480.437500 Penalty: 2976.929688
	Iteration 15Q: 3 clusters Score -967480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -967488.437500 Penalty: 2976.929688
	Iteration 16Q: 3 clusters Score -967488.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -967494.187500 Penalty: 2976.929688
	Iteration 17Q: 3 clusters Score -967494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -967494.062500 Penalty: 2976.929688
	Iteration 18Q: 3 clusters Score -967494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -967499.812500 Penalty: 2976.929688
	Iteration 19Q: 3 clusters Score -967499.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -967498.250000 Penalty: 2976.929688
	Iteration 20F: 3 clusters Score -967498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -967500.562500 Penalty: 2976.929688
	Iteration 21Q: 3 clusters Score -967500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -967502.062500 Penalty: 2976.929688
	Iteration 22Q: 3 clusters Score -967502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -967502.062500 Penalty: 2976.929688
	Iteration 23F: 3 clusters Score -967502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -127677.273438 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -127677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -125946.992188 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -125947 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126475.023438 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -126475 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -126672.523438 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -126672.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -126814.320312 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -126814.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -126906.593750 Penalty: 2389.334961
	Iteration 4F: 3 clusters Score -126906.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -126994.437500 Penalty: 2389.334961
	Iteration 5Q: 3 clusters Score -126994.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -127033.398438 Penalty: 2389.334961
	Iteration 6Q: 3 clusters Score -127033.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -127068.273438 Penalty: 2389.334961
	Iteration 7Q: 3 clusters Score -127068.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -127097.875000 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -127097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -127109.171875 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -127109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127116.031250 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -127116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -127119.429688 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -127119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -127120.570312 Penalty: 2389.334961
	Iteration 12Q: 3 clusters Score -127120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -127121.835938 Penalty: 2389.334961
	Iteration 13Q: 3 clusters Score -127121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127123.968750 Penalty: 2389.334961
	Iteration 14Q: 3 clusters Score -127124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -127125.195312 Penalty: 2389.334961
	Iteration 15Q: 3 clusters Score -127125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127128.148438 Penalty: 2389.334961
	Iteration 16Q: 3 clusters Score -127128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -127129.109375 Penalty: 2389.334961
	Iteration 17Q: 3 clusters Score -127129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -127129.109375 Penalty: 2389.334961
	Iteration 18F: 3 clusters Score -127129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Entering Unmasked Estep 
Score: -2328161.500000 Penalty: 1629.880249
	Iteration 0F: 2 clusters Score -2328162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2312743.000000 Penalty: 3259.760498
	Iteration 0F: 3 clusters Score -2312743 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2318305.250000 Penalty: 3259.760498
	Iteration 1F: 3 clusters Score -2318305 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2318630.750000 Penalty: 3259.760498
	Iteration 2Q: 3 clusters Score -2318631 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2318888.500000 Penalty: 3259.760498
	Iteration 3Q: 3 clusters Score -2318888 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2319171.000000 Penalty: 3259.760498
	Iteration 4Q: 3 clusters Score -2319171 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2319475.250000 Penalty: 3259.760498
	Iteration 5Q: 3 clusters Score -2319475 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2319864.500000 Penalty: 3259.760498
	Iteration 6Q: 3 clusters Score -2319864 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2320405.000000 Penalty: 3259.760498
	Iteration 7Q: 3 clusters Score -2320405 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2321166.750000 Penalty: 3259.760498
	Iteration 8F: 3 clusters Score -2321167 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2322164.250000 Penalty: 3259.760498
	Iteration 9F: 3 clusters Score -2322164 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2323319.750000 Penalty: 3259.760498
	Iteration 10F: 3 clusters Score -2323320 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2324392.750000 Penalty: 3259.760498
	Iteration 11F: 3 clusters Score -2324393 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2325247.750000 Penalty: 3259.760498
	Iteration 12Q: 3 clusters Score -2325248 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2325807.000000 Penalty: 3259.760498
	Iteration 13Q: 3 clusters Score -2325807 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2326171.750000 Penalty: 3259.760498
	Iteration 14Q: 3 clusters Score -2326172 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2326352.750000 Penalty: 3259.760498
	Iteration 15Q: 3 clusters Score -2326353 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2326478.750000 Penalty: 3259.760498
	Iteration 16Q: 3 clusters Score -2326479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2326562.250000 Penalty: 3259.760498
	Iteration 17Q: 3 clusters Score -2326562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2326628.750000 Penalty: 3259.760498
	Iteration 18Q: 3 clusters Score -2326629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2326682.750000 Penalty: 3259.760498
	Iteration 19Q: 3 clusters Score -2326683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2326727.000000 Penalty: 3259.760498
	Iteration 20F: 3 clusters Score -2326727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2326747.750000 Penalty: 3259.760498
	Iteration 21Q: 3 clusters Score -2326748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2326761.750000 Penalty: 3259.760498
	Iteration 22Q: 3 clusters Score -2326762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2326769.000000 Penalty: 3259.760498
	Iteration 23Q: 3 clusters Score -2326769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2326777.750000 Penalty: 3259.760498
	Iteration 24Q: 3 clusters Score -2326778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2326786.500000 Penalty: 3259.760498
	Iteration 25Q: 3 clusters Score -2326786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2326792.000000 Penalty: 3259.760498
	Iteration 26Q: 3 clusters Score -2326792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2326802.750000 Penalty: 3259.760498
	Iteration 27Q: 3 clusters Score -2326803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2326811.750000 Penalty: 3259.760498
	Iteration 28Q: 3 clusters Score -2326812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2326813.500000 Penalty: 3259.760498
	Iteration 29Q: 3 clusters Score -2326814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2326819.500000 Penalty: 3259.760498
	Iteration 30Q: 3 clusters Score -2326820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2326820.500000 Penalty: 3259.760498
	Iteration 31Q: 3 clusters Score -2326820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2326820.500000 Penalty: 3259.760498
	Iteration 32F: 3 clusters Score -2326820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -194145.906250 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -194145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -192104.125000 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -192104.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -192814.796875 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -192814.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -193052.531250 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -193052.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -193224.671875 Penalty: 2476.888428
	Iteration 3F: 3 clusters Score -193224.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193378.843750 Penalty: 2476.888428
	Iteration 4F: 3 clusters Score -193378.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -193501.218750 Penalty: 2476.888428
	Iteration 5F: 3 clusters Score -193501.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -193605.578125 Penalty: 2476.888428
	Iteration 6Q: 3 clusters Score -193605.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -193710.609375 Penalty: 2476.888428
	Iteration 7Q: 3 clusters Score -193710.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -193822.109375 Penalty: 2476.888428
	Iteration 8Q: 3 clusters Score -193822.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -193921.843750 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -193921.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -194009.140625 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -194009.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -194080.265625 Penalty: 2476.888428
	Iteration 11Q: 3 clusters Score -194080.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -194122.937500 Penalty: 2476.888428
	Iteration 12Q: 3 clusters Score -194122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -194146.890625 Penalty: 2476.888428
	Iteration 13Q: 3 clusters Score -194146.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -194164.203125 Penalty: 2476.888428
	Iteration 14Q: 3 clusters Score -194164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -194183.968750 Penalty: 2476.888428
	Iteration 15Q: 3 clusters Score -194184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -194211.671875 Penalty: 2476.888428
	Iteration 16Q: 3 clusters Score -194211.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -194239.718750 Penalty: 2476.888428
	Iteration 17Q: 3 clusters Score -194239.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -194274.796875 Penalty: 2476.888428
	Iteration 18Q: 3 clusters Score -194274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -194298.859375 Penalty: 2476.888428
	Iteration 19Q: 3 clusters Score -194298.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -194375.078125 Penalty: 2476.888428
	Iteration 20F: 3 clusters Score -194375.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -194430.500000 Penalty: 2476.888428
	Iteration 21Q: 3 clusters Score -194430.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -194461.937500 Penalty: 2476.888428
	Iteration 22Q: 3 clusters Score -194461.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -194476.765625 Penalty: 2476.888428
	Iteration 23Q: 3 clusters Score -194476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -194489.562500 Penalty: 2476.888428
	Iteration 24Q: 3 clusters Score -194489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -194504.890625 Penalty: 2476.888428
	Iteration 25Q: 3 clusters Score -194504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -194515.625000 Penalty: 2476.888428
	Iteration 26Q: 3 clusters Score -194515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -194524.828125 Penalty: 2476.888428
	Iteration 27Q: 3 clusters Score -194524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -194543.812500 Penalty: 2476.888428
	Iteration 28Q: 3 clusters Score -194543.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -194554.609375 Penalty: 2476.888428
	Iteration 29Q: 3 clusters Score -194554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -194558.781250 Penalty: 2476.888428
	Iteration 30Q: 3 clusters Score -194558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -194564.546875 Penalty: 2476.888428
	Iteration 31Q: 3 clusters Score -194564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -194572.578125 Penalty: 2476.888428
	Iteration 32Q: 3 clusters Score -194572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -194577.046875 Penalty: 2476.888428
	Iteration 33Q: 3 clusters Score -194577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -194577.140625 Penalty: 2476.888428
	Iteration 34Q: 3 clusters Score -194577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -194577.140625 Penalty: 2476.888428
	Iteration 35F: 3 clusters Score -194577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 1606 members 
Entering Unmasked Estep 
Score: -54945980.000000 Penalty: 85999.031250
Splitting cluster 15 changes total score from -54946452.000000 to -54945980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Entering Unmasked Estep 
Score: -1268919.375000 Penalty: 1533.032104
	Iteration 0F: 2 clusters Score -1268919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1260036.000000 Penalty: 3066.064209
	Iteration 0F: 3 clusters Score -1260036 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1263057.000000 Penalty: 3066.064209
	Iteration 1F: 3 clusters Score -1263057 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1263467.625000 Penalty: 3066.064209
	Iteration 2F: 3 clusters Score -1263468 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1263925.875000 Penalty: 3066.064209
	Iteration 3F: 3 clusters Score -1263926 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1264643.125000 Penalty: 3066.064209
	Iteration 4F: 3 clusters Score -1264643 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1265508.375000 Penalty: 3066.064209
	Iteration 5F: 3 clusters Score -1265508 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1266268.250000 Penalty: 3066.064209
	Iteration 6F: 3 clusters Score -1266268 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1266914.500000 Penalty: 3066.064209
	Iteration 7F: 3 clusters Score -1266914 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1267398.000000 Penalty: 3066.064209
	Iteration 8F: 3 clusters Score -1267398 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1267710.625000 Penalty: 3066.064209
	Iteration 9Q: 3 clusters Score -1267711 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1267923.375000 Penalty: 3066.064209
	Iteration 10Q: 3 clusters Score -1267923 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1268083.125000 Penalty: 3066.064209
	Iteration 11Q: 3 clusters Score -1268083 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1268229.750000 Penalty: 3066.064209
	Iteration 12Q: 3 clusters Score -1268230 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1268382.875000 Penalty: 3066.064209
	Iteration 13Q: 3 clusters Score -1268383 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1268546.875000 Penalty: 3066.064209
	Iteration 14Q: 3 clusters Score -1268547 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1268690.000000 Penalty: 3066.064209
	Iteration 15Q: 3 clusters Score -1268690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1268785.875000 Penalty: 3066.064209
	Iteration 16Q: 3 clusters Score -1268786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1268852.250000 Penalty: 3066.064209
	Iteration 17Q: 3 clusters Score -1268852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1268908.750000 Penalty: 3066.064209
	Iteration 18Q: 3 clusters Score -1268909 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1268939.375000 Penalty: 3066.064209
	Iteration 19Q: 3 clusters Score -1268939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1268959.250000 Penalty: 3066.064209
	Iteration 20F: 3 clusters Score -1268959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1268977.875000 Penalty: 3066.064209
	Iteration 21Q: 3 clusters Score -1268978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1268994.625000 Penalty: 3066.064209
	Iteration 22Q: 3 clusters Score -1268995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1269011.000000 Penalty: 3066.064209
	Iteration 23Q: 3 clusters Score -1269011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1269023.375000 Penalty: 3066.064209
	Iteration 24Q: 3 clusters Score -1269023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1269031.125000 Penalty: 3066.064209
	Iteration 25Q: 3 clusters Score -1269031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1269040.625000 Penalty: 3066.064209
	Iteration 26Q: 3 clusters Score -1269041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1269052.625000 Penalty: 3066.064209
	Iteration 27Q: 3 clusters Score -1269053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1269064.875000 Penalty: 3066.064209
	Iteration 28Q: 3 clusters Score -1269065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1269072.375000 Penalty: 3066.064209
	Iteration 29Q: 3 clusters Score -1269072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1269090.125000 Penalty: 3066.064209
	Iteration 30Q: 3 clusters Score -1269090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1269102.625000 Penalty: 3066.064209
	Iteration 31Q: 3 clusters Score -1269103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1269117.500000 Penalty: 3066.064209
	Iteration 32Q: 3 clusters Score -1269118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1269132.250000 Penalty: 3066.064209
	Iteration 33Q: 3 clusters Score -1269132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1269138.500000 Penalty: 3066.064209
	Iteration 34Q: 3 clusters Score -1269138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1269143.625000 Penalty: 3066.064209
	Iteration 35Q: 3 clusters Score -1269144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1269146.500000 Penalty: 3066.064209
	Iteration 36Q: 3 clusters Score -1269146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1269148.750000 Penalty: 3066.064209
	Iteration 37Q: 3 clusters Score -1269149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1269150.000000 Penalty: 3066.064209
	Iteration 38Q: 3 clusters Score -1269150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1269150.375000 Penalty: 3066.064209
	Iteration 39Q: 3 clusters Score -1269150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1269149.875000 Penalty: 3066.064209
	Iteration 40F: 3 clusters Score -1269150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1269149.875000 Penalty: 3066.064209
	Iteration 41Q: 3 clusters Score -1269150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1269152.375000 Penalty: 3066.064209
	Iteration 42Q: 3 clusters Score -1269152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1269151.875000 Penalty: 3066.064209
	Iteration 43Q: 3 clusters Score -1269152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1269152.875000 Penalty: 3066.064209
	Iteration 44Q: 3 clusters Score -1269153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1269152.875000 Penalty: 3066.064209
	Iteration 45F: 3 clusters Score -1269153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 9987 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 2520 members 
Entering Unmasked Estep 
Score: -54946160.000000 Penalty: 85999.031250
Splitting cluster 16 changes total score from -54946452.000000 to -54946160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -38860.035156 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -38860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37927.457031 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -37927.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38070.714844 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -38070.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38116.261719 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -38116.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38135.089844 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -38135.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38154.675781 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -38154.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38187.855469 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -38187.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38274.167969 Penalty: 1966.163452
	Iteration 6F: 3 clusters Score -38274.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38322.488281 Penalty: 1966.163452
	Iteration 7F: 3 clusters Score -38322.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38338.968750 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -38338.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38351.558594 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -38351.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38357.523438 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -38357.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38411.929688 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -38411.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38415.253906 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -38415.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38424.496094 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -38424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38424.496094 Penalty: 1966.163452
	Iteration 14F: 3 clusters Score -38424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Entering Unmasked Estep 
Score: -6927730.500000 Penalty: 1807.341675
	Iteration 0F: 2 clusters Score -6927730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6882441.000000 Penalty: 3614.683350
	Iteration 0F: 3 clusters Score -6882441 nChanged 31935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -6901056.000000 Penalty: 3614.683350
	Iteration 1F: 3 clusters Score -6901056 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -6901952.000000 Penalty: 3614.683350
	Iteration 2Q: 3 clusters Score -6901952 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -6903266.000000 Penalty: 3614.683350
	Iteration 3Q: 3 clusters Score -6903266 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -6905370.000000 Penalty: 3614.683350
	Iteration 4F: 3 clusters Score -6905370 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -6908653.500000 Penalty: 3614.683350
	Iteration 5F: 3 clusters Score -6908654 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -6913419.000000 Penalty: 3614.683350
	Iteration 6F: 3 clusters Score -6913419 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -6918379.000000 Penalty: 3614.683350
	Iteration 7F: 3 clusters Score -6918379 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -6922101.000000 Penalty: 3614.683350
	Iteration 8F: 3 clusters Score -6922101 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6924234.500000 Penalty: 3614.683350
	Iteration 9Q: 3 clusters Score -6924234 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6925269.500000 Penalty: 3614.683350
	Iteration 10Q: 3 clusters Score -6925270 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6925724.000000 Penalty: 3614.683350
	Iteration 11Q: 3 clusters Score -6925724 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6925941.000000 Penalty: 3614.683350
	Iteration 12Q: 3 clusters Score -6925941 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6926075.500000 Penalty: 3614.683350
	Iteration 13Q: 3 clusters Score -6926076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6926140.000000 Penalty: 3614.683350
	Iteration 14Q: 3 clusters Score -6926140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6926175.000000 Penalty: 3614.683350
	Iteration 15Q: 3 clusters Score -6926175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6926208.000000 Penalty: 3614.683350
	Iteration 16Q: 3 clusters Score -6926208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6926216.000000 Penalty: 3614.683350
	Iteration 17Q: 3 clusters Score -6926216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6926212.000000 Penalty: 3614.683350
	Iteration 18Q: 3 clusters Score -6926212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6926239.000000 Penalty: 3614.683350
	Iteration 19Q: 3 clusters Score -6926239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6926238.000000 Penalty: 3614.683350
	Iteration 20F: 3 clusters Score -6926238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6926237.000000 Penalty: 3614.683350
	Iteration 21Q: 3 clusters Score -6926237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6926239.500000 Penalty: 3614.683350
	Iteration 22Q: 3 clusters Score -6926240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6926242.500000 Penalty: 3614.683350
	Iteration 23Q: 3 clusters Score -6926242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6926250.000000 Penalty: 3614.683350
	Iteration 24Q: 3 clusters Score -6926250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6926250.000000 Penalty: 3614.683350
	Iteration 25Q: 3 clusters Score -6926250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6926257.500000 Penalty: 3614.683350
	Iteration 26Q: 3 clusters Score -6926258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6926263.000000 Penalty: 3614.683350
	Iteration 27Q: 3 clusters Score -6926263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6926265.500000 Penalty: 3614.683350
	Iteration 28Q: 3 clusters Score -6926266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6926265.500000 Penalty: 3614.683350
	Iteration 29F: 3 clusters Score -6926266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Entering Unmasked Estep 
Score: -7997885.500000 Penalty: 1825.379639
	Iteration 0F: 2 clusters Score -7997886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7947378.000000 Penalty: 3650.759277
	Iteration 0F: 3 clusters Score -7947378 nChanged 35928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -7968244.000000 Penalty: 3650.759277
	Iteration 1F: 3 clusters Score -7968244 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -7969306.000000 Penalty: 3650.759277
	Iteration 2Q: 3 clusters Score -7969306 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7971160.500000 Penalty: 3650.759277
	Iteration 3F: 3 clusters Score -7971160 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -7974473.500000 Penalty: 3650.759277
	Iteration 4F: 3 clusters Score -7974474 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -7979413.000000 Penalty: 3650.759277
	Iteration 5F: 3 clusters Score -7979413 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -7985292.000000 Penalty: 3650.759277
	Iteration 6F: 3 clusters Score -7985292 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -7990156.000000 Penalty: 3650.759277
	Iteration 7F: 3 clusters Score -7990156 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7993176.500000 Penalty: 3650.759277
	Iteration 8Q: 3 clusters Score -7993176 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7994865.500000 Penalty: 3650.759277
	Iteration 9Q: 3 clusters Score -7994866 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7995713.000000 Penalty: 3650.759277
	Iteration 10Q: 3 clusters Score -7995713 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7996237.500000 Penalty: 3650.759277
	Iteration 11Q: 3 clusters Score -7996238 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7996589.500000 Penalty: 3650.759277
	Iteration 12Q: 3 clusters Score -7996590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7996723.000000 Penalty: 3650.759277
	Iteration 13Q: 3 clusters Score -7996723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7996805.500000 Penalty: 3650.759277
	Iteration 14Q: 3 clusters Score -7996806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7996842.500000 Penalty: 3650.759277
	Iteration 15Q: 3 clusters Score -7996842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7996855.500000 Penalty: 3650.759277
	Iteration 16Q: 3 clusters Score -7996856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7996871.000000 Penalty: 3650.759277
	Iteration 17Q: 3 clusters Score -7996871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7996877.500000 Penalty: 3650.759277
	Iteration 18Q: 3 clusters Score -7996878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7996887.000000 Penalty: 3650.759277
	Iteration 19Q: 3 clusters Score -7996887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7996897.500000 Penalty: 3650.759277
	Iteration 20F: 3 clusters Score -7996898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7996902.000000 Penalty: 3650.759277
	Iteration 21Q: 3 clusters Score -7996902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7996900.000000 Penalty: 3650.759277
	Iteration 22Q: 3 clusters Score -7996900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7996897.000000 Penalty: 3650.759277
	Iteration 23Q: 3 clusters Score -7996897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7996898.500000 Penalty: 3650.759277
	Iteration 24Q: 3 clusters Score -7996898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7996901.500000 Penalty: 3650.759277
	Iteration 25Q: 3 clusters Score -7996902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7996901.500000 Penalty: 3650.759277
	Iteration 26F: 3 clusters Score -7996902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Entering Unmasked Estep 
Score: -375702.875000 Penalty: 1339.917603
	Iteration 0F: 2 clusters Score -375702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372528.062500 Penalty: 2679.835205
	Iteration 0F: 3 clusters Score -372528.1 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -373543.750000 Penalty: 2679.835205
	Iteration 1F: 3 clusters Score -373543.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -374048.250000 Penalty: 2679.835205
	Iteration 2F: 3 clusters Score -374048.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -374555.562500 Penalty: 2679.835205
	Iteration 3F: 3 clusters Score -374555.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -374865.906250 Penalty: 2679.835205
	Iteration 4F: 3 clusters Score -374865.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -375096.875000 Penalty: 2679.835205
	Iteration 5F: 3 clusters Score -375096.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -375221.531250 Penalty: 2679.835205
	Iteration 6Q: 3 clusters Score -375221.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -375319.031250 Penalty: 2679.835205
	Iteration 7Q: 3 clusters Score -375319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -375395.812500 Penalty: 2679.835205
	Iteration 8Q: 3 clusters Score -375395.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -375472.656250 Penalty: 2679.835205
	Iteration 9Q: 3 clusters Score -375472.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -375536.625000 Penalty: 2679.835205
	Iteration 10Q: 3 clusters Score -375536.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -375578.468750 Penalty: 2679.835205
	Iteration 11Q: 3 clusters Score -375578.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -375602.000000 Penalty: 2679.835205
	Iteration 12Q: 3 clusters Score -375602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -375614.625000 Penalty: 2679.835205
	Iteration 13Q: 3 clusters Score -375614.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -375623.187500 Penalty: 2679.835205
	Iteration 14Q: 3 clusters Score -375623.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -375636.156250 Penalty: 2679.835205
	Iteration 15Q: 3 clusters Score -375636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -375646.968750 Penalty: 2679.835205
	Iteration 16Q: 3 clusters Score -375647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -375651.531250 Penalty: 2679.835205
	Iteration 17Q: 3 clusters Score -375651.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -375653.937500 Penalty: 2679.835205
	Iteration 18Q: 3 clusters Score -375653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -375656.218750 Penalty: 2679.835205
	Iteration 19Q: 3 clusters Score -375656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -375658.250000 Penalty: 2679.835205
	Iteration 20F: 3 clusters Score -375658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -375658.812500 Penalty: 2679.835205
	Iteration 21Q: 3 clusters Score -375658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -375659.281250 Penalty: 2679.835205
	Iteration 22Q: 3 clusters Score -375659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -375659.375000 Penalty: 2679.835205
	Iteration 23Q: 3 clusters Score -375659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375659.187500 Penalty: 2679.835205
	Iteration 24Q: 3 clusters Score -375659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -375659.968750 Penalty: 2679.835205
	Iteration 25Q: 3 clusters Score -375660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -375660.000000 Penalty: 2679.835205
	Iteration 26Q: 3 clusters Score -375660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -375660.000000 Penalty: 2679.835205
	Iteration 27F: 3 clusters Score -375660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -235659.531250 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -235659.5 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 1133 members 
Entering Unmasked Estep 
Score: -233324.375000 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -233324.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -233890.765625 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -233890.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -233999.796875 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -233999.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -234061.906250 Penalty: 2528.869873
	Iteration 3Q: 3 clusters Score -234061.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -234101.828125 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -234101.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -234146.921875 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -234146.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -234193.078125 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -234193.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -234233.859375 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -234233.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -234265.015625 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -234265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -234294.062500 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -234294.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -234326.609375 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -234326.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -234352.078125 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -234352.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -234373.203125 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -234373.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -234396.953125 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -234397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -234412.609375 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -234412.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -234426.578125 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -234426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -234439.890625 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -234439.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -234453.921875 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -234453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -234464.781250 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -234464.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -234480.296875 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -234480.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -234497.921875 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -234497.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -234520.265625 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -234520.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -234536.625000 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -234536.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -234563.687500 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -234563.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -234608.750000 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -234608.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -234630.109375 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -234630.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -234637.437500 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -234637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -234645.421875 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -234645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -234654.015625 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -234654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -234663.515625 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -234663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -234667.015625 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -234667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -234669.859375 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -234669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -234672.578125 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -234672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -234677.109375 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -234677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -234683.843750 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -234683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -234688.562500 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -234688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -234692.750000 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -234692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -234695.000000 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -234695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -234696.312500 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -234696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -234700.312500 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -234700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -234703.500000 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -234703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -234707.203125 Penalty: 2528.869873
	Iteration 41Q: 3 clusters Score -234707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -234710.359375 Penalty: 2528.869873
	Iteration 42Q: 3 clusters Score -234710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -234712.531250 Penalty: 2528.869873
	Iteration 43Q: 3 clusters Score -234712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -234715.593750 Penalty: 2528.869873
	Iteration 44Q: 3 clusters Score -234715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -234717.437500 Penalty: 2528.869873
	Iteration 45Q: 3 clusters Score -234717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -234718.500000 Penalty: 2528.869873
	Iteration 46Q: 3 clusters Score -234718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -234718.984375 Penalty: 2528.869873
	Iteration 47Q: 3 clusters Score -234719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -234718.984375 Penalty: 2528.869873
	Iteration 48F: 3 clusters Score -234719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -944375.500000 Penalty: 1484.152100
	Iteration 0F: 2 clusters Score -944375.5 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 4625 members 
Entering Unmasked Estep 
Score: -937683.750000 Penalty: 2968.304199
	Iteration 0F: 3 clusters Score -937683.8 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -939856.750000 Penalty: 2968.304199
	Iteration 1F: 3 clusters Score -939856.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -940193.687500 Penalty: 2968.304199
	Iteration 2F: 3 clusters Score -940193.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -940550.500000 Penalty: 2968.304199
	Iteration 3F: 3 clusters Score -940550.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -940923.625000 Penalty: 2968.304199
	Iteration 4F: 3 clusters Score -940923.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -941284.125000 Penalty: 2968.304199
	Iteration 5F: 3 clusters Score -941284.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -941648.062500 Penalty: 2968.304199
	Iteration 6F: 3 clusters Score -941648.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -942042.875000 Penalty: 2968.304199
	Iteration 7F: 3 clusters Score -942042.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -942419.562500 Penalty: 2968.304199
	Iteration 8F: 3 clusters Score -942419.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -942713.937500 Penalty: 2968.304199
	Iteration 9Q: 3 clusters Score -942713.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -942882.437500 Penalty: 2968.304199
	Iteration 10Q: 3 clusters Score -942882.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -942958.125000 Penalty: 2968.304199
	Iteration 11Q: 3 clusters Score -942958.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -943013.250000 Penalty: 2968.304199
	Iteration 12Q: 3 clusters Score -943013.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -943050.875000 Penalty: 2968.304199
	Iteration 13Q: 3 clusters Score -943050.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -943077.125000 Penalty: 2968.304199
	Iteration 14Q: 3 clusters Score -943077.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -943095.250000 Penalty: 2968.304199
	Iteration 15Q: 3 clusters Score -943095.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -943120.250000 Penalty: 2968.304199
	Iteration 16Q: 3 clusters Score -943120.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -943131.125000 Penalty: 2968.304199
	Iteration 17Q: 3 clusters Score -943131.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -943140.000000 Penalty: 2968.304199
	Iteration 18Q: 3 clusters Score -943140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -943153.000000 Penalty: 2968.304199
	Iteration 19Q: 3 clusters Score -943153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -943162.562500 Penalty: 2968.304199
	Iteration 20F: 3 clusters Score -943162.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -943177.750000 Penalty: 2968.304199
	Iteration 21Q: 3 clusters Score -943177.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -943195.062500 Penalty: 2968.304199
	Iteration 22Q: 3 clusters Score -943195.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -943216.625000 Penalty: 2968.304199
	Iteration 23Q: 3 clusters Score -943216.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -943246.250000 Penalty: 2968.304199
	Iteration 24Q: 3 clusters Score -943246.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -943274.625000 Penalty: 2968.304199
	Iteration 25Q: 3 clusters Score -943274.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -943298.875000 Penalty: 2968.304199
	Iteration 26Q: 3 clusters Score -943298.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -943334.250000 Penalty: 2968.304199
	Iteration 27Q: 3 clusters Score -943334.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -943378.187500 Penalty: 2968.304199
	Iteration 28Q: 3 clusters Score -943378.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -943413.000000 Penalty: 2968.304199
	Iteration 29Q: 3 clusters Score -943413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -943446.937500 Penalty: 2968.304199
	Iteration 30Q: 3 clusters Score -943446.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -943488.812500 Penalty: 2968.304199
	Iteration 31Q: 3 clusters Score -943488.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -943527.625000 Penalty: 2968.304199
	Iteration 32Q: 3 clusters Score -943527.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -943573.937500 Penalty: 2968.304199
	Iteration 33Q: 3 clusters Score -943573.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -943625.250000 Penalty: 2968.304199
	Iteration 34Q: 3 clusters Score -943625.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -943663.062500 Penalty: 2968.304199
	Iteration 35Q: 3 clusters Score -943663.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -943702.812500 Penalty: 2968.304199
	Iteration 36Q: 3 clusters Score -943702.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -943725.125000 Penalty: 2968.304199
	Iteration 37Q: 3 clusters Score -943725.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -943747.187500 Penalty: 2968.304199
	Iteration 38Q: 3 clusters Score -943747.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -943760.687500 Penalty: 2968.304199
	Iteration 39Q: 3 clusters Score -943760.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -943761.625000 Penalty: 2968.304199
	Iteration 40F: 3 clusters Score -943761.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -943764.375000 Penalty: 2968.304199
	Iteration 41Q: 3 clusters Score -943764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -943769.625000 Penalty: 2968.304199
	Iteration 42Q: 3 clusters Score -943769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -943770.187500 Penalty: 2968.304199
	Iteration 43Q: 3 clusters Score -943770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -943771.500000 Penalty: 2968.304199
	Iteration 44Q: 3 clusters Score -943771.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -943773.437500 Penalty: 2968.304199
	Iteration 45Q: 3 clusters Score -943773.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -943776.562500 Penalty: 2968.304199
	Iteration 46Q: 3 clusters Score -943776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -943776.000000 Penalty: 2968.304199
	Iteration 47Q: 3 clusters Score -943776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -943774.875000 Penalty: 2968.304199
	Iteration 48Q: 3 clusters Score -943774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -943775.000000 Penalty: 2968.304199
	Iteration 49Q: 3 clusters Score -943775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -943775.875000 Penalty: 2968.304199
	Iteration 50Q: 3 clusters Score -943775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -943775.875000 Penalty: 2968.304199
	Iteration 51F: 3 clusters Score -943775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -368901.000000 Penalty: 1356.290771
	Iteration 0F: 2 clusters Score -368901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -365417.031250 Penalty: 2712.581543
	Iteration 0F: 3 clusters Score -365417 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -366398.125000 Penalty: 2712.581543
	Iteration 1F: 3 clusters Score -366398.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -366700.093750 Penalty: 2712.581543
	Iteration 2F: 3 clusters Score -366700.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -366962.187500 Penalty: 2712.581543
	Iteration 3F: 3 clusters Score -366962.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -367164.375000 Penalty: 2712.581543
	Iteration 4F: 3 clusters Score -367164.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -367329.218750 Penalty: 2712.581543
	Iteration 5F: 3 clusters Score -367329.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -367480.187500 Penalty: 2712.581543
	Iteration 6Q: 3 clusters Score -367480.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -367607.125000 Penalty: 2712.581543
	Iteration 7Q: 3 clusters Score -367607.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -367723.250000 Penalty: 2712.581543
	Iteration 8Q: 3 clusters Score -367723.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -367797.125000 Penalty: 2712.581543
	Iteration 9Q: 3 clusters Score -367797.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -367850.437500 Penalty: 2712.581543
	Iteration 10Q: 3 clusters Score -367850.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -367888.875000 Penalty: 2712.581543
	Iteration 11Q: 3 clusters Score -367888.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -367914.250000 Penalty: 2712.581543
	Iteration 12Q: 3 clusters Score -367914.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -367935.687500 Penalty: 2712.581543
	Iteration 13Q: 3 clusters Score -367935.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -367952.750000 Penalty: 2712.581543
	Iteration 14Q: 3 clusters Score -367952.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -367969.000000 Penalty: 2712.581543
	Iteration 15Q: 3 clusters Score -367969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -367983.875000 Penalty: 2712.581543
	Iteration 16Q: 3 clusters Score -367983.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -367998.093750 Penalty: 2712.581543
	Iteration 17Q: 3 clusters Score -367998.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -368013.812500 Penalty: 2712.581543
	Iteration 18Q: 3 clusters Score -368013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -368026.062500 Penalty: 2712.581543
	Iteration 19Q: 3 clusters Score -368026.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -368035.812500 Penalty: 2712.581543
	Iteration 20F: 3 clusters Score -368035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -368042.593750 Penalty: 2712.581543
	Iteration 21Q: 3 clusters Score -368042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -368051.062500 Penalty: 2712.581543
	Iteration 22Q: 3 clusters Score -368051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -368057.562500 Penalty: 2712.581543
	Iteration 23Q: 3 clusters Score -368057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -368061.500000 Penalty: 2712.581543
	Iteration 24Q: 3 clusters Score -368061.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -368067.812500 Penalty: 2712.581543
	Iteration 25Q: 3 clusters Score -368067.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -368071.593750 Penalty: 2712.581543
	Iteration 26Q: 3 clusters Score -368071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -368075.750000 Penalty: 2712.581543
	Iteration 27Q: 3 clusters Score -368075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -368079.343750 Penalty: 2712.581543
	Iteration 28Q: 3 clusters Score -368079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -368081.562500 Penalty: 2712.581543
	Iteration 29Q: 3 clusters Score -368081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -368084.500000 Penalty: 2712.581543
	Iteration 30Q: 3 clusters Score -368084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -368086.218750 Penalty: 2712.581543
	Iteration 31Q: 3 clusters Score -368086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -368086.031250 Penalty: 2712.581543
	Iteration 32Q: 3 clusters Score -368086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -368087.312500 Penalty: 2712.581543
	Iteration 33Q: 3 clusters Score -368087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -368089.500000 Penalty: 2712.581543
	Iteration 34Q: 3 clusters Score -368089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -368093.031250 Penalty: 2712.581543
	Iteration 35Q: 3 clusters Score -368093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -368096.593750 Penalty: 2712.581543
	Iteration 36Q: 3 clusters Score -368096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -368096.937500 Penalty: 2712.581543
	Iteration 37Q: 3 clusters Score -368096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -368098.000000 Penalty: 2712.581543
	Iteration 38Q: 3 clusters Score -368098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -368098.687500 Penalty: 2712.581543
	Iteration 39Q: 3 clusters Score -368098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -368099.156250 Penalty: 2712.581543
	Iteration 40F: 3 clusters Score -368099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -368100.000000 Penalty: 2712.581543
	Iteration 41Q: 3 clusters Score -368100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -368100.500000 Penalty: 2712.581543
	Iteration 42Q: 3 clusters Score -368100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -368101.031250 Penalty: 2712.581543
	Iteration 43Q: 3 clusters Score -368101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -368102.375000 Penalty: 2712.581543
	Iteration 44Q: 3 clusters Score -368102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -368103.281250 Penalty: 2712.581543
	Iteration 45Q: 3 clusters Score -368103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -368103.343750 Penalty: 2712.581543
	Iteration 46Q: 3 clusters Score -368103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -368103.343750 Penalty: 2712.581543
	Iteration 47F: 3 clusters Score -368103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -560836.812500 Penalty: 1399.974365
	Iteration 0F: 2 clusters Score -560836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -556541.687500 Penalty: 2799.948730
	Iteration 0F: 3 clusters Score -556541.7 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -557662.625000 Penalty: 2799.948730
	Iteration 1F: 3 clusters Score -557662.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -557814.375000 Penalty: 2799.948730
	Iteration 2F: 3 clusters Score -557814.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -557929.562500 Penalty: 2799.948730
	Iteration 3Q: 3 clusters Score -557929.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -558037.687500 Penalty: 2799.948730
	Iteration 4Q: 3 clusters Score -558037.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -558157.625000 Penalty: 2799.948730
	Iteration 5Q: 3 clusters Score -558157.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -558287.250000 Penalty: 2799.948730
	Iteration 6Q: 3 clusters Score -558287.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -558419.750000 Penalty: 2799.948730
	Iteration 7Q: 3 clusters Score -558419.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -558530.187500 Penalty: 2799.948730
	Iteration 8Q: 3 clusters Score -558530.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -558647.000000 Penalty: 2799.948730
	Iteration 9Q: 3 clusters Score -558647 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -558747.812500 Penalty: 2799.948730
	Iteration 10Q: 3 clusters Score -558747.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -558846.812500 Penalty: 2799.948730
	Iteration 11Q: 3 clusters Score -558846.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -558923.437500 Penalty: 2799.948730
	Iteration 12Q: 3 clusters Score -558923.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -558976.062500 Penalty: 2799.948730
	Iteration 13Q: 3 clusters Score -558976.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -559006.937500 Penalty: 2799.948730
	Iteration 14Q: 3 clusters Score -559006.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -559036.125000 Penalty: 2799.948730
	Iteration 15Q: 3 clusters Score -559036.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -559058.250000 Penalty: 2799.948730
	Iteration 16Q: 3 clusters Score -559058.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -559078.125000 Penalty: 2799.948730
	Iteration 17Q: 3 clusters Score -559078.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -559107.250000 Penalty: 2799.948730
	Iteration 18Q: 3 clusters Score -559107.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -559139.437500 Penalty: 2799.948730
	Iteration 19Q: 3 clusters Score -559139.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -559164.062500 Penalty: 2799.948730
	Iteration 20F: 3 clusters Score -559164.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -559189.000000 Penalty: 2799.948730
	Iteration 21Q: 3 clusters Score -559189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -559213.750000 Penalty: 2799.948730
	Iteration 22Q: 3 clusters Score -559213.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -559236.000000 Penalty: 2799.948730
	Iteration 23Q: 3 clusters Score -559236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -559257.500000 Penalty: 2799.948730
	Iteration 24Q: 3 clusters Score -559257.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -559278.625000 Penalty: 2799.948730
	Iteration 25Q: 3 clusters Score -559278.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -559299.062500 Penalty: 2799.948730
	Iteration 26Q: 3 clusters Score -559299.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -559315.937500 Penalty: 2799.948730
	Iteration 27Q: 3 clusters Score -559315.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -559326.000000 Penalty: 2799.948730
	Iteration 28Q: 3 clusters Score -559326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -559340.250000 Penalty: 2799.948730
	Iteration 29Q: 3 clusters Score -559340.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -559349.187500 Penalty: 2799.948730
	Iteration 30Q: 3 clusters Score -559349.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -559357.187500 Penalty: 2799.948730
	Iteration 31Q: 3 clusters Score -559357.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -559364.312500 Penalty: 2799.948730
	Iteration 32Q: 3 clusters Score -559364.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -559370.625000 Penalty: 2799.948730
	Iteration 33Q: 3 clusters Score -559370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -559373.312500 Penalty: 2799.948730
	Iteration 34Q: 3 clusters Score -559373.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -559375.312500 Penalty: 2799.948730
	Iteration 35Q: 3 clusters Score -559375.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -559378.312500 Penalty: 2799.948730
	Iteration 36Q: 3 clusters Score -559378.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -559381.500000 Penalty: 2799.948730
	Iteration 37Q: 3 clusters Score -559381.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -559383.437500 Penalty: 2799.948730
	Iteration 38Q: 3 clusters Score -559383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -559384.625000 Penalty: 2799.948730
	Iteration 39Q: 3 clusters Score -559384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -559385.937500 Penalty: 2799.948730
	Iteration 40F: 3 clusters Score -559385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -559386.687500 Penalty: 2799.948730
	Iteration 41Q: 3 clusters Score -559386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -559387.250000 Penalty: 2799.948730
	Iteration 42Q: 3 clusters Score -559387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -559388.375000 Penalty: 2799.948730
	Iteration 43Q: 3 clusters Score -559388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -559388.500000 Penalty: 2799.948730
	Iteration 44Q: 3 clusters Score -559388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -559389.437500 Penalty: 2799.948730
	Iteration 45Q: 3 clusters Score -559389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -559388.937500 Penalty: 2799.948730
	Iteration 46Q: 3 clusters Score -559388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -559389.562500 Penalty: 2799.948730
	Iteration 47Q: 3 clusters Score -559389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -559390.562500 Penalty: 2799.948730
	Iteration 48Q: 3 clusters Score -559390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -559392.000000 Penalty: 2799.948730
	Iteration 49Q: 3 clusters Score -559392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -559392.375000 Penalty: 2799.948730
	Iteration 50Q: 3 clusters Score -559392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -559394.812500 Penalty: 2799.948730
	Iteration 51Q: 3 clusters Score -559394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -559394.312500 Penalty: 2799.948730
	Iteration 52Q: 3 clusters Score -559394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -559396.500000 Penalty: 2799.948730
	Iteration 53Q: 3 clusters Score -559396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -559397.937500 Penalty: 2799.948730
	Iteration 54Q: 3 clusters Score -559397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -559398.562500 Penalty: 2799.948730
	Iteration 55Q: 3 clusters Score -559398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -559399.125000 Penalty: 2799.948730
	Iteration 56Q: 3 clusters Score -559399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -559401.125000 Penalty: 2799.948730
	Iteration 57Q: 3 clusters Score -559401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -559403.937500 Penalty: 2799.948730
	Iteration 58Q: 3 clusters Score -559403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -559405.312500 Penalty: 2799.948730
	Iteration 59Q: 3 clusters Score -559405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -559408.625000 Penalty: 2799.948730
	Iteration 60F: 3 clusters Score -559408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -559410.687500 Penalty: 2799.948730
	Iteration 61Q: 3 clusters Score -559410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -559411.625000 Penalty: 2799.948730
	Iteration 62Q: 3 clusters Score -559411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -559413.000000 Penalty: 2799.948730
	Iteration 63Q: 3 clusters Score -559413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -559416.125000 Penalty: 2799.948730
	Iteration 64Q: 3 clusters Score -559416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -559418.000000 Penalty: 2799.948730
	Iteration 65Q: 3 clusters Score -559418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -559419.812500 Penalty: 2799.948730
	Iteration 66Q: 3 clusters Score -559419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -559422.812500 Penalty: 2799.948730
	Iteration 67Q: 3 clusters Score -559422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -559424.812500 Penalty: 2799.948730
	Iteration 68Q: 3 clusters Score -559424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -559427.250000 Penalty: 2799.948730
	Iteration 69Q: 3 clusters Score -559427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -559429.687500 Penalty: 2799.948730
	Iteration 70Q: 3 clusters Score -559429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -559434.125000 Penalty: 2799.948730
	Iteration 71Q: 3 clusters Score -559434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -559436.437500 Penalty: 2799.948730
	Iteration 72Q: 3 clusters Score -559436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -559438.312500 Penalty: 2799.948730
	Iteration 73Q: 3 clusters Score -559438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -559440.812500 Penalty: 2799.948730
	Iteration 74Q: 3 clusters Score -559440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -559440.625000 Penalty: 2799.948730
	Iteration 75Q: 3 clusters Score -559440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -559441.750000 Penalty: 2799.948730
	Iteration 76Q: 3 clusters Score -559441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -559444.000000 Penalty: 2799.948730
	Iteration 77Q: 3 clusters Score -559444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -559447.062500 Penalty: 2799.948730
	Iteration 78Q: 3 clusters Score -559447.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -559447.812500 Penalty: 2799.948730
	Iteration 79Q: 3 clusters Score -559447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -559451.625000 Penalty: 2799.948730
	Iteration 80F: 3 clusters Score -559451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -559453.250000 Penalty: 2799.948730
	Iteration 81Q: 3 clusters Score -559453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -559453.625000 Penalty: 2799.948730
	Iteration 82Q: 3 clusters Score -559453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -559455.500000 Penalty: 2799.948730
	Iteration 83Q: 3 clusters Score -559455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -559456.000000 Penalty: 2799.948730
	Iteration 84Q: 3 clusters Score -559456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -559458.625000 Penalty: 2799.948730
	Iteration 85Q: 3 clusters Score -559458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -559460.937500 Penalty: 2799.948730
	Iteration 86Q: 3 clusters Score -559460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -559463.250000 Penalty: 2799.948730
	Iteration 87Q: 3 clusters Score -559463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -559465.375000 Penalty: 2799.948730
	Iteration 88Q: 3 clusters Score -559465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -559467.750000 Penalty: 2799.948730
	Iteration 89Q: 3 clusters Score -559467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -559469.312500 Penalty: 2799.948730
	Iteration 90Q: 3 clusters Score -559469.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -559472.062500 Penalty: 2799.948730
	Iteration 91Q: 3 clusters Score -559472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -559472.687500 Penalty: 2799.948730
	Iteration 92Q: 3 clusters Score -559472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -559474.125000 Penalty: 2799.948730
	Iteration 93Q: 3 clusters Score -559474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -559474.187500 Penalty: 2799.948730
	Iteration 94Q: 3 clusters Score -559474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -559474.187500 Penalty: 2799.948730
	Iteration 95F: 3 clusters Score -559474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Entering Unmasked Estep 
Score: -870169.250000 Penalty: 1487.040039
	Iteration 0F: 2 clusters Score -870169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -863336.062500 Penalty: 2974.080078
	Iteration 0F: 3 clusters Score -863336.1 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -865597.312500 Penalty: 2974.080078
	Iteration 1F: 3 clusters Score -865597.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -865972.437500 Penalty: 2974.080078
	Iteration 2F: 3 clusters Score -865972.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -866410.250000 Penalty: 2974.080078
	Iteration 3F: 3 clusters Score -866410.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -866917.000000 Penalty: 2974.080078
	Iteration 4F: 3 clusters Score -866917 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -867332.687500 Penalty: 2974.080078
	Iteration 5F: 3 clusters Score -867332.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -867699.500000 Penalty: 2974.080078
	Iteration 6F: 3 clusters Score -867699.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -867991.312500 Penalty: 2974.080078
	Iteration 7Q: 3 clusters Score -867991.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -868178.187500 Penalty: 2974.080078
	Iteration 8Q: 3 clusters Score -868178.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -868307.250000 Penalty: 2974.080078
	Iteration 9Q: 3 clusters Score -868307.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -868384.062500 Penalty: 2974.080078
	Iteration 10Q: 3 clusters Score -868384.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -868441.812500 Penalty: 2974.080078
	Iteration 11Q: 3 clusters Score -868441.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -868487.812500 Penalty: 2974.080078
	Iteration 12Q: 3 clusters Score -868487.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -868525.562500 Penalty: 2974.080078
	Iteration 13Q: 3 clusters Score -868525.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -868552.625000 Penalty: 2974.080078
	Iteration 14Q: 3 clusters Score -868552.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -868576.250000 Penalty: 2974.080078
	Iteration 15Q: 3 clusters Score -868576.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -868596.625000 Penalty: 2974.080078
	Iteration 16Q: 3 clusters Score -868596.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -868612.312500 Penalty: 2974.080078
	Iteration 17Q: 3 clusters Score -868612.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -868633.500000 Penalty: 2974.080078
	Iteration 18Q: 3 clusters Score -868633.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -868648.687500 Penalty: 2974.080078
	Iteration 19Q: 3 clusters Score -868648.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -868663.500000 Penalty: 2974.080078
	Iteration 20F: 3 clusters Score -868663.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -868679.062500 Penalty: 2974.080078
	Iteration 21Q: 3 clusters Score -868679.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -868691.812500 Penalty: 2974.080078
	Iteration 22Q: 3 clusters Score -868691.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -868705.062500 Penalty: 2974.080078
	Iteration 23Q: 3 clusters Score -868705.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -868714.562500 Penalty: 2974.080078
	Iteration 24Q: 3 clusters Score -868714.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -868721.750000 Penalty: 2974.080078
	Iteration 25Q: 3 clusters Score -868721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -868731.937500 Penalty: 2974.080078
	Iteration 26Q: 3 clusters Score -868731.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -868743.750000 Penalty: 2974.080078
	Iteration 27Q: 3 clusters Score -868743.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -868752.625000 Penalty: 2974.080078
	Iteration 28Q: 3 clusters Score -868752.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -868760.500000 Penalty: 2974.080078
	Iteration 29Q: 3 clusters Score -868760.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -868766.375000 Penalty: 2974.080078
	Iteration 30Q: 3 clusters Score -868766.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -868771.062500 Penalty: 2974.080078
	Iteration 31Q: 3 clusters Score -868771.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -868772.687500 Penalty: 2974.080078
	Iteration 32Q: 3 clusters Score -868772.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -868774.625000 Penalty: 2974.080078
	Iteration 33Q: 3 clusters Score -868774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -868775.500000 Penalty: 2974.080078
	Iteration 34Q: 3 clusters Score -868775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -868778.250000 Penalty: 2974.080078
	Iteration 35Q: 3 clusters Score -868778.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -868779.875000 Penalty: 2974.080078
	Iteration 36Q: 3 clusters Score -868779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -868780.187500 Penalty: 2974.080078
	Iteration 37Q: 3 clusters Score -868780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -868784.250000 Penalty: 2974.080078
	Iteration 38Q: 3 clusters Score -868784.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -868784.562500 Penalty: 2974.080078
	Iteration 39Q: 3 clusters Score -868784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -868786.625000 Penalty: 2974.080078
	Iteration 40F: 3 clusters Score -868786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -868786.875000 Penalty: 2974.080078
	Iteration 41Q: 3 clusters Score -868786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -868789.000000 Penalty: 2974.080078
	Iteration 42Q: 3 clusters Score -868789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -868789.187500 Penalty: 2974.080078
	Iteration 43Q: 3 clusters Score -868789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -868787.562500 Penalty: 2974.080078
	Iteration 44Q: 3 clusters Score -868787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -868790.250000 Penalty: 2974.080078
	Iteration 45Q: 3 clusters Score -868790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -868789.187500 Penalty: 2974.080078
	Iteration 46Q: 3 clusters Score -868789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -868790.437500 Penalty: 2974.080078
	Iteration 47Q: 3 clusters Score -868790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -868789.062500 Penalty: 2974.080078
	Iteration 48Q: 3 clusters Score -868789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -868791.312500 Penalty: 2974.080078
	Iteration 49Q: 3 clusters Score -868791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -868790.125000 Penalty: 2974.080078
	Iteration 50Q: 3 clusters Score -868790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -868791.312500 Penalty: 2974.080078
	Iteration 51Q: 3 clusters Score -868791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -868794.937500 Penalty: 2974.080078
	Iteration 52Q: 3 clusters Score -868794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -868793.250000 Penalty: 2974.080078
	Iteration 53Q: 3 clusters Score -868793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -868792.687500 Penalty: 2974.080078
	Iteration 54Q: 3 clusters Score -868792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -868792.687500 Penalty: 2974.080078
	Iteration 55Q: 3 clusters Score -868792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -868792.250000 Penalty: 2974.080078
	Iteration 56Q: 3 clusters Score -868792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -868792.000000 Penalty: 2974.080078
	Iteration 57Q: 3 clusters Score -868792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -868792.375000 Penalty: 2974.080078
	Iteration 58Q: 3 clusters Score -868792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -868797.312500 Penalty: 2974.080078
	Iteration 59Q: 3 clusters Score -868797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -868798.312500 Penalty: 2974.080078
	Iteration 60F: 3 clusters Score -868798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -868795.750000 Penalty: 2974.080078
	Iteration 61Q: 3 clusters Score -868795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -868798.062500 Penalty: 2974.080078
	Iteration 62Q: 3 clusters Score -868798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -868799.625000 Penalty: 2974.080078
	Iteration 63Q: 3 clusters Score -868799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -868798.875000 Penalty: 2974.080078
	Iteration 64Q: 3 clusters Score -868798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -868799.437500 Penalty: 2974.080078
	Iteration 65Q: 3 clusters Score -868799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -868797.812500 Penalty: 2974.080078
	Iteration 66Q: 3 clusters Score -868797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -868797.125000 Penalty: 2974.080078
	Iteration 67Q: 3 clusters Score -868797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -868798.250000 Penalty: 2974.080078
	Iteration 68Q: 3 clusters Score -868798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -868798.250000 Penalty: 2974.080078
	Iteration 69F: 3 clusters Score -868798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -281321.656250 Penalty: 1296.698242
	Iteration 0F: 2 clusters Score -281321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -278681.500000 Penalty: 2593.396484
	Iteration 0F: 3 clusters Score -278681.5 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -279323.531250 Penalty: 2593.396484
	Iteration 1F: 3 clusters Score -279323.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -279486.937500 Penalty: 2593.396484
	Iteration 2F: 3 clusters Score -279486.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -279599.406250 Penalty: 2593.396484
	Iteration 3F: 3 clusters Score -279599.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -279698.125000 Penalty: 2593.396484
	Iteration 4Q: 3 clusters Score -279698.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -279797.156250 Penalty: 2593.396484
	Iteration 5Q: 3 clusters Score -279797.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -279895.000000 Penalty: 2593.396484
	Iteration 6Q: 3 clusters Score -279895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -279964.250000 Penalty: 2593.396484
	Iteration 7Q: 3 clusters Score -279964.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -280023.343750 Penalty: 2593.396484
	Iteration 8Q: 3 clusters Score -280023.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -280071.593750 Penalty: 2593.396484
	Iteration 9Q: 3 clusters Score -280071.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -280106.375000 Penalty: 2593.396484
	Iteration 10Q: 3 clusters Score -280106.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -280125.312500 Penalty: 2593.396484
	Iteration 11Q: 3 clusters Score -280125.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -280146.937500 Penalty: 2593.396484
	Iteration 12Q: 3 clusters Score -280146.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -280167.093750 Penalty: 2593.396484
	Iteration 13Q: 3 clusters Score -280167.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -280179.593750 Penalty: 2593.396484
	Iteration 14Q: 3 clusters Score -280179.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -280192.468750 Penalty: 2593.396484
	Iteration 15Q: 3 clusters Score -280192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -280199.281250 Penalty: 2593.396484
	Iteration 16Q: 3 clusters Score -280199.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -280208.093750 Penalty: 2593.396484
	Iteration 17Q: 3 clusters Score -280208.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -280217.937500 Penalty: 2593.396484
	Iteration 18Q: 3 clusters Score -280217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -280224.343750 Penalty: 2593.396484
	Iteration 19Q: 3 clusters Score -280224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -280229.031250 Penalty: 2593.396484
	Iteration 20F: 3 clusters Score -280229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -280231.593750 Penalty: 2593.396484
	Iteration 21Q: 3 clusters Score -280231.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -280234.500000 Penalty: 2593.396484
	Iteration 22Q: 3 clusters Score -280234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -280236.562500 Penalty: 2593.396484
	Iteration 23Q: 3 clusters Score -280236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -280240.312500 Penalty: 2593.396484
	Iteration 24Q: 3 clusters Score -280240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -280241.187500 Penalty: 2593.396484
	Iteration 25Q: 3 clusters Score -280241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -280241.187500 Penalty: 2593.396484
	Iteration 26F: 3 clusters Score -280241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Entering Unmasked Estep 
Score: -820331.812500 Penalty: 1460.317871
	Iteration 0F: 2 clusters Score -820331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -814417.187500 Penalty: 2920.635742
	Iteration 0F: 3 clusters Score -814417.2 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -816268.187500 Penalty: 2920.635742
	Iteration 1F: 3 clusters Score -816268.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -816546.937500 Penalty: 2920.635742
	Iteration 2F: 3 clusters Score -816546.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -816765.562500 Penalty: 2920.635742
	Iteration 3F: 3 clusters Score -816765.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -816948.750000 Penalty: 2920.635742
	Iteration 4Q: 3 clusters Score -816948.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -817098.312500 Penalty: 2920.635742
	Iteration 5Q: 3 clusters Score -817098.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -817231.750000 Penalty: 2920.635742
	Iteration 6Q: 3 clusters Score -817231.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -817351.875000 Penalty: 2920.635742
	Iteration 7Q: 3 clusters Score -817351.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -817475.500000 Penalty: 2920.635742
	Iteration 8Q: 3 clusters Score -817475.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -817601.500000 Penalty: 2920.635742
	Iteration 9Q: 3 clusters Score -817601.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -817728.875000 Penalty: 2920.635742
	Iteration 10Q: 3 clusters Score -817728.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -817846.500000 Penalty: 2920.635742
	Iteration 11Q: 3 clusters Score -817846.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -817977.750000 Penalty: 2920.635742
	Iteration 12Q: 3 clusters Score -817977.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -818122.062500 Penalty: 2920.635742
	Iteration 13Q: 3 clusters Score -818122.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -818269.375000 Penalty: 2920.635742
	Iteration 14Q: 3 clusters Score -818269.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -818395.687500 Penalty: 2920.635742
	Iteration 15Q: 3 clusters Score -818395.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -818501.250000 Penalty: 2920.635742
	Iteration 16Q: 3 clusters Score -818501.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -818595.937500 Penalty: 2920.635742
	Iteration 17Q: 3 clusters Score -818595.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -818666.437500 Penalty: 2920.635742
	Iteration 18Q: 3 clusters Score -818666.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -818712.500000 Penalty: 2920.635742
	Iteration 19Q: 3 clusters Score -818712.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -818764.937500 Penalty: 2920.635742
	Iteration 20F: 3 clusters Score -818764.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -818808.375000 Penalty: 2920.635742
	Iteration 21Q: 3 clusters Score -818808.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -818849.062500 Penalty: 2920.635742
	Iteration 22Q: 3 clusters Score -818849.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -818898.812500 Penalty: 2920.635742
	Iteration 23Q: 3 clusters Score -818898.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -818943.000000 Penalty: 2920.635742
	Iteration 24Q: 3 clusters Score -818943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -818978.625000 Penalty: 2920.635742
	Iteration 25Q: 3 clusters Score -818978.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -819009.250000 Penalty: 2920.635742
	Iteration 26Q: 3 clusters Score -819009.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -819038.125000 Penalty: 2920.635742
	Iteration 27Q: 3 clusters Score -819038.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -819058.062500 Penalty: 2920.635742
	Iteration 28Q: 3 clusters Score -819058.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -819069.500000 Penalty: 2920.635742
	Iteration 29Q: 3 clusters Score -819069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -819078.625000 Penalty: 2920.635742
	Iteration 30Q: 3 clusters Score -819078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -819088.625000 Penalty: 2920.635742
	Iteration 31Q: 3 clusters Score -819088.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -819100.250000 Penalty: 2920.635742
	Iteration 32Q: 3 clusters Score -819100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -819109.125000 Penalty: 2920.635742
	Iteration 33Q: 3 clusters Score -819109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -819110.312500 Penalty: 2920.635742
	Iteration 34Q: 3 clusters Score -819110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -819114.125000 Penalty: 2920.635742
	Iteration 35Q: 3 clusters Score -819114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -819114.125000 Penalty: 2920.635742
	Iteration 36F: 3 clusters Score -819114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -544391.250000 Penalty: 1391.289917
	Iteration 0F: 2 clusters Score -544391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -540299.812500 Penalty: 2782.579834
	Iteration 0F: 3 clusters Score -540299.8 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -541370.375000 Penalty: 2782.579834
	Iteration 1F: 3 clusters Score -541370.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -541509.625000 Penalty: 2782.579834
	Iteration 2F: 3 clusters Score -541509.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -541599.187500 Penalty: 2782.579834
	Iteration 3Q: 3 clusters Score -541599.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -541655.687500 Penalty: 2782.579834
	Iteration 4Q: 3 clusters Score -541655.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -541705.750000 Penalty: 2782.579834
	Iteration 5Q: 3 clusters Score -541705.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -541744.250000 Penalty: 2782.579834
	Iteration 6Q: 3 clusters Score -541744.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -541784.875000 Penalty: 2782.579834
	Iteration 7Q: 3 clusters Score -541784.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -541831.062500 Penalty: 2782.579834
	Iteration 8Q: 3 clusters Score -541831.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -541880.000000 Penalty: 2782.579834
	Iteration 9Q: 3 clusters Score -541880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -541944.937500 Penalty: 2782.579834
	Iteration 10Q: 3 clusters Score -541944.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -542006.000000 Penalty: 2782.579834
	Iteration 11Q: 3 clusters Score -542006 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -542093.125000 Penalty: 2782.579834
	Iteration 12Q: 3 clusters Score -542093.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -542194.937500 Penalty: 2782.579834
	Iteration 13Q: 3 clusters Score -542194.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -542338.687500 Penalty: 2782.579834
	Iteration 14Q: 3 clusters Score -542338.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -542490.812500 Penalty: 2782.579834
	Iteration 15Q: 3 clusters Score -542490.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -542635.375000 Penalty: 2782.579834
	Iteration 16Q: 3 clusters Score -542635.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -542743.625000 Penalty: 2782.579834
	Iteration 17Q: 3 clusters Score -542743.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -542835.062500 Penalty: 2782.579834
	Iteration 18Q: 3 clusters Score -542835.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -542929.125000 Penalty: 2782.579834
	Iteration 19Q: 3 clusters Score -542929.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -542989.250000 Penalty: 2782.579834
	Iteration 20F: 3 clusters Score -542989.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -543039.250000 Penalty: 2782.579834
	Iteration 21Q: 3 clusters Score -543039.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -543075.375000 Penalty: 2782.579834
	Iteration 22Q: 3 clusters Score -543075.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -543098.000000 Penalty: 2782.579834
	Iteration 23Q: 3 clusters Score -543098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -543110.062500 Penalty: 2782.579834
	Iteration 24Q: 3 clusters Score -543110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -543117.187500 Penalty: 2782.579834
	Iteration 25Q: 3 clusters Score -543117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -543125.375000 Penalty: 2782.579834
	Iteration 26Q: 3 clusters Score -543125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -543127.312500 Penalty: 2782.579834
	Iteration 27Q: 3 clusters Score -543127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -543130.312500 Penalty: 2782.579834
	Iteration 28Q: 3 clusters Score -543130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -543133.500000 Penalty: 2782.579834
	Iteration 29Q: 3 clusters Score -543133.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -543136.312500 Penalty: 2782.579834
	Iteration 30Q: 3 clusters Score -543136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -543139.125000 Penalty: 2782.579834
	Iteration 31Q: 3 clusters Score -543139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -543145.187500 Penalty: 2782.579834
	Iteration 32Q: 3 clusters Score -543145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -543148.875000 Penalty: 2782.579834
	Iteration 33Q: 3 clusters Score -543148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -543150.000000 Penalty: 2782.579834
	Iteration 34Q: 3 clusters Score -543150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -543155.437500 Penalty: 2782.579834
	Iteration 35Q: 3 clusters Score -543155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -543158.937500 Penalty: 2782.579834
	Iteration 36Q: 3 clusters Score -543158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -543159.500000 Penalty: 2782.579834
	Iteration 37Q: 3 clusters Score -543159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -543160.000000 Penalty: 2782.579834
	Iteration 38Q: 3 clusters Score -543160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -543163.625000 Penalty: 2782.579834
	Iteration 39Q: 3 clusters Score -543163.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -543163.625000 Penalty: 2782.579834
	Iteration 40F: 3 clusters Score -543163.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -110289.945312 Penalty: 1145.644897
	Iteration 0F: 2 clusters Score -110289.9 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 577 members 
Entering Unmasked Estep 
Score: -108790.507812 Penalty: 2291.289795
	Iteration 0F: 3 clusters Score -108790.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -109078.601562 Penalty: 2291.289795
	Iteration 1F: 3 clusters Score -109078.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -109151.804688 Penalty: 2291.289795
	Iteration 2F: 3 clusters Score -109151.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109199.085938 Penalty: 2291.289795
	Iteration 3Q: 3 clusters Score -109199.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109237.070312 Penalty: 2291.289795
	Iteration 4Q: 3 clusters Score -109237.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109264.695312 Penalty: 2291.289795
	Iteration 5Q: 3 clusters Score -109264.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109285.445312 Penalty: 2291.289795
	Iteration 6Q: 3 clusters Score -109285.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109296.179688 Penalty: 2291.289795
	Iteration 7Q: 3 clusters Score -109296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109304.031250 Penalty: 2291.289795
	Iteration 8Q: 3 clusters Score -109304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109308.703125 Penalty: 2291.289795
	Iteration 9Q: 3 clusters Score -109308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109313.585938 Penalty: 2291.289795
	Iteration 10Q: 3 clusters Score -109313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109315.906250 Penalty: 2291.289795
	Iteration 11Q: 3 clusters Score -109315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109315.906250 Penalty: 2291.289795
	Iteration 12F: 3 clusters Score -109315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -302658.343750 Penalty: 1308.342896
	Iteration 0F: 2 clusters Score -302658.3 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 1572 members 
Entering Unmasked Estep 
Score: -299831.781250 Penalty: 2616.685791
	Iteration 0F: 3 clusters Score -299831.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300532.625000 Penalty: 2616.685791
	Iteration 1F: 3 clusters Score -300532.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -300687.312500 Penalty: 2616.685791
	Iteration 2F: 3 clusters Score -300687.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -300811.687500 Penalty: 2616.685791
	Iteration 3F: 3 clusters Score -300811.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -300884.937500 Penalty: 2616.685791
	Iteration 4Q: 3 clusters Score -300884.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -300937.625000 Penalty: 2616.685791
	Iteration 5Q: 3 clusters Score -300937.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -300973.343750 Penalty: 2616.685791
	Iteration 6Q: 3 clusters Score -300973.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -301008.343750 Penalty: 2616.685791
	Iteration 7Q: 3 clusters Score -301008.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -301047.500000 Penalty: 2616.685791
	Iteration 8Q: 3 clusters Score -301047.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -301086.343750 Penalty: 2616.685791
	Iteration 9Q: 3 clusters Score -301086.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -301123.531250 Penalty: 2616.685791
	Iteration 10Q: 3 clusters Score -301123.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -301153.000000 Penalty: 2616.685791
	Iteration 11Q: 3 clusters Score -301153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -301181.406250 Penalty: 2616.685791
	Iteration 12Q: 3 clusters Score -301181.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -301212.375000 Penalty: 2616.685791
	Iteration 13Q: 3 clusters Score -301212.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -301239.000000 Penalty: 2616.685791
	Iteration 14Q: 3 clusters Score -301239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -301264.531250 Penalty: 2616.685791
	Iteration 15Q: 3 clusters Score -301264.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -301306.062500 Penalty: 2616.685791
	Iteration 16Q: 3 clusters Score -301306.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -301356.093750 Penalty: 2616.685791
	Iteration 17Q: 3 clusters Score -301356.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -301431.718750 Penalty: 2616.685791
	Iteration 18Q: 3 clusters Score -301431.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -301552.187500 Penalty: 2616.685791
	Iteration 19Q: 3 clusters Score -301552.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -301696.750000 Penalty: 2616.685791
	Iteration 20F: 3 clusters Score -301696.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -301876.812500 Penalty: 2616.685791
	Iteration 21Q: 3 clusters Score -301876.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -301991.906250 Penalty: 2616.685791
	Iteration 22Q: 3 clusters Score -301991.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -302081.156250 Penalty: 2616.685791
	Iteration 23Q: 3 clusters Score -302081.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -302118.656250 Penalty: 2616.685791
	Iteration 24Q: 3 clusters Score -302118.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -302141.875000 Penalty: 2616.685791
	Iteration 25Q: 3 clusters Score -302141.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -302154.843750 Penalty: 2616.685791
	Iteration 26Q: 3 clusters Score -302154.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -302166.468750 Penalty: 2616.685791
	Iteration 27Q: 3 clusters Score -302166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -302174.562500 Penalty: 2616.685791
	Iteration 28Q: 3 clusters Score -302174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -302180.531250 Penalty: 2616.685791
	Iteration 29Q: 3 clusters Score -302180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -302183.031250 Penalty: 2616.685791
	Iteration 30Q: 3 clusters Score -302183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -302185.593750 Penalty: 2616.685791
	Iteration 31Q: 3 clusters Score -302185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -302187.125000 Penalty: 2616.685791
	Iteration 32Q: 3 clusters Score -302187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -302187.593750 Penalty: 2616.685791
	Iteration 33Q: 3 clusters Score -302187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -302187.593750 Penalty: 2616.685791
	Iteration 34F: 3 clusters Score -302187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Entering Unmasked Estep 
Score: -10655156.000000 Penalty: 1876.635132
	Iteration 0F: 2 clusters Score -1.065516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -10586907.000000 Penalty: 3753.270264
	Iteration 0F: 3 clusters Score -1.058691e+07 nChanged 49559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -10616360.000000 Penalty: 3753.270264
	Iteration 1F: 3 clusters Score -1.061636e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -10617601.000000 Penalty: 3753.270264
	Iteration 2Q: 3 clusters Score -1.06176e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -10619412.000000 Penalty: 3753.270264
	Iteration 3Q: 3 clusters Score -1.061941e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -10621928.000000 Penalty: 3753.270264
	Iteration 4F: 3 clusters Score -1.062193e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -10625289.000000 Penalty: 3753.270264
	Iteration 5F: 3 clusters Score -1.062529e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -10629492.000000 Penalty: 3753.270264
	Iteration 6F: 3 clusters Score -1.062949e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -10634523.000000 Penalty: 3753.270264
	Iteration 7F: 3 clusters Score -1.063452e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -10640433.000000 Penalty: 3753.270264
	Iteration 8F: 3 clusters Score -1.064043e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -10646990.000000 Penalty: 3753.270264
	Iteration 9F: 3 clusters Score -1.064699e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -10651444.000000 Penalty: 3753.270264
	Iteration 10Q: 3 clusters Score -1.065144e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -10652855.000000 Penalty: 3753.270264
	Iteration 11Q: 3 clusters Score -1.065286e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -10653453.000000 Penalty: 3753.270264
	Iteration 12Q: 3 clusters Score -1.065345e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -10653747.000000 Penalty: 3753.270264
	Iteration 13Q: 3 clusters Score -1.065375e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -10653836.000000 Penalty: 3753.270264
	Iteration 14Q: 3 clusters Score -1.065384e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -10653908.000000 Penalty: 3753.270264
	Iteration 15Q: 3 clusters Score -1.065391e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -10653973.000000 Penalty: 3753.270264
	Iteration 16Q: 3 clusters Score -1.065397e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -10654002.000000 Penalty: 3753.270264
	Iteration 17Q: 3 clusters Score -1.0654e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -10654006.000000 Penalty: 3753.270264
	Iteration 18Q: 3 clusters Score -1.065401e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -10654029.000000 Penalty: 3753.270264
	Iteration 19Q: 3 clusters Score -1.065403e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -10654066.000000 Penalty: 3753.270264
	Iteration 20F: 3 clusters Score -1.065407e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -10654084.000000 Penalty: 3753.270264
	Iteration 21Q: 3 clusters Score -1.065408e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -10654100.000000 Penalty: 3753.270264
	Iteration 22Q: 3 clusters Score -1.06541e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -10654102.000000 Penalty: 3753.270264
	Iteration 23Q: 3 clusters Score -1.06541e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -10654110.000000 Penalty: 3753.270264
	Iteration 24Q: 3 clusters Score -1.065411e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -10654102.000000 Penalty: 3753.270264
	Iteration 25Q: 3 clusters Score -1.06541e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -10654094.000000 Penalty: 3753.270264
	Iteration 26Q: 3 clusters Score -1.065409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -10654073.000000 Penalty: 3753.270264
	Iteration 27Q: 3 clusters Score -1.065407e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -10654067.000000 Penalty: 3753.270264
	Iteration 28Q: 3 clusters Score -1.065407e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -10654066.000000 Penalty: 3753.270264
	Iteration 29Q: 3 clusters Score -1.065407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -10654071.000000 Penalty: 3753.270264
	Iteration 30Q: 3 clusters Score -1.065407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -10654070.000000 Penalty: 3753.270264
	Iteration 31Q: 3 clusters Score -1.065407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -10654073.000000 Penalty: 3753.270264
	Iteration 32Q: 3 clusters Score -1.065407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -10654072.000000 Penalty: 3753.270264
	Iteration 33Q: 3 clusters Score -1.065407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -10654061.000000 Penalty: 3753.270264
	Iteration 34Q: 3 clusters Score -1.065406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -10654070.000000 Penalty: 3753.270264
	Iteration 35Q: 3 clusters Score -1.065407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -10654084.000000 Penalty: 3753.270264
	Iteration 36Q: 3 clusters Score -1.065408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -10654079.000000 Penalty: 3753.270264
	Iteration 37Q: 3 clusters Score -1.065408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -10654071.000000 Penalty: 3753.270264
	Iteration 38Q: 3 clusters Score -1.065407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -10654064.000000 Penalty: 3753.270264
	Iteration 39Q: 3 clusters Score -1.065406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -10654064.000000 Penalty: 3753.270264
	Iteration 40F: 3 clusters Score -1.065406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -10654065.000000 Penalty: 3753.270264
	Iteration 41Q: 3 clusters Score -1.065406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -10654068.000000 Penalty: 3753.270264
	Iteration 42Q: 3 clusters Score -1.065407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -10654068.000000 Penalty: 3753.270264
	Iteration 43Q: 3 clusters Score -1.065407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -10654062.000000 Penalty: 3753.270264
	Iteration 44Q: 3 clusters Score -1.065406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -10654073.000000 Penalty: 3753.270264
	Iteration 45Q: 3 clusters Score -1.065407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -10654073.000000 Penalty: 3753.270264
	Iteration 46Q: 3 clusters Score -1.065407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -10654078.000000 Penalty: 3753.270264
	Iteration 47Q: 3 clusters Score -1.065408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -10654071.000000 Penalty: 3753.270264
	Iteration 48Q: 3 clusters Score -1.065407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -10654076.000000 Penalty: 3753.270264
	Iteration 49Q: 3 clusters Score -1.065408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -10654077.000000 Penalty: 3753.270264
	Iteration 50Q: 3 clusters Score -1.065408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -10654077.000000 Penalty: 3753.270264
	Iteration 51F: 3 clusters Score -1.065408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -429409.656250 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -429409.7 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 2139 members 
Entering Unmasked Estep 
Score: -425864.406250 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -425864.4 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -426884.031250 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -426884 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -427159.062500 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -427159.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -427413.781250 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -427413.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -427607.187500 Penalty: 2723.350342
	Iteration 4F: 3 clusters Score -427607.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -427760.687500 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -427760.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -427900.375000 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -427900.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -428032.500000 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -428032.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -428165.125000 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -428165.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -428280.187500 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -428280.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -428387.906250 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -428387.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -428489.781250 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -428489.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -428562.968750 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -428563 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -428609.750000 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -428609.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -428640.375000 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -428640.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -428668.875000 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -428668.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -428696.125000 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -428696.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -428712.906250 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -428712.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -428727.781250 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -428727.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -428743.000000 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -428743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -428758.781250 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -428758.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -428766.437500 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -428766.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -428775.406250 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -428775.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -428782.281250 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -428782.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428787.968750 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -428788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -428795.906250 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -428795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -428803.906250 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -428803.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -428812.125000 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -428812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -428821.125000 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -428821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -428827.593750 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -428827.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -428833.562500 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -428833.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -428839.781250 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -428839.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428846.812500 Penalty: 2723.350342
	Iteration 32Q: 3 clusters Score -428846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428854.406250 Penalty: 2723.350342
	Iteration 33Q: 3 clusters Score -428854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -428861.656250 Penalty: 2723.350342
	Iteration 34Q: 3 clusters Score -428861.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -428867.406250 Penalty: 2723.350342
	Iteration 35Q: 3 clusters Score -428867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -428872.500000 Penalty: 2723.350342
	Iteration 36Q: 3 clusters Score -428872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -428879.750000 Penalty: 2723.350342
	Iteration 37Q: 3 clusters Score -428879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -428884.656250 Penalty: 2723.350342
	Iteration 38Q: 3 clusters Score -428884.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -428886.531250 Penalty: 2723.350342
	Iteration 39Q: 3 clusters Score -428886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428888.625000 Penalty: 2723.350342
	Iteration 40F: 3 clusters Score -428888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -428888.906250 Penalty: 2723.350342
	Iteration 41Q: 3 clusters Score -428888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -428890.468750 Penalty: 2723.350342
	Iteration 42Q: 3 clusters Score -428890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -428889.937500 Penalty: 2723.350342
	Iteration 43Q: 3 clusters Score -428889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428890.125000 Penalty: 2723.350342
	Iteration 44Q: 3 clusters Score -428890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -428890.750000 Penalty: 2723.350342
	Iteration 45Q: 3 clusters Score -428890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -428891.250000 Penalty: 2723.350342
	Iteration 46Q: 3 clusters Score -428891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -428891.312500 Penalty: 2723.350342
	Iteration 47Q: 3 clusters Score -428891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -428891.218750 Penalty: 2723.350342
	Iteration 48Q: 3 clusters Score -428891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -428893.500000 Penalty: 2723.350342
	Iteration 49Q: 3 clusters Score -428893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428894.656250 Penalty: 2723.350342
	Iteration 50Q: 3 clusters Score -428894.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -428895.937500 Penalty: 2723.350342
	Iteration 51Q: 3 clusters Score -428895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428896.562500 Penalty: 2723.350342
	Iteration 52Q: 3 clusters Score -428896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -428898.156250 Penalty: 2723.350342
	Iteration 53Q: 3 clusters Score -428898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -428899.500000 Penalty: 2723.350342
	Iteration 54Q: 3 clusters Score -428899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -428899.500000 Penalty: 2723.350342
	Iteration 55F: 3 clusters Score -428899.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -380111.218750 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -380111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -376861.937500 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -376861.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -377989.500000 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -377989.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -378532.625000 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -378532.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -379128.593750 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -379128.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -379671.812500 Penalty: 2680.941895
	Iteration 4F: 3 clusters Score -379671.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -380104.031250 Penalty: 2680.941895
	Iteration 5F: 3 clusters Score -380104 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -380427.750000 Penalty: 2680.941895
	Iteration 6F: 3 clusters Score -380427.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -380656.781250 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -380656.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -380835.187500 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -380835.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -380919.343750 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -380919.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -380943.125000 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -380943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -380947.218750 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -380947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -380949.250000 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -380949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -380949.968750 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -380950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380951.750000 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -380951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -380951.750000 Penalty: 2680.941895
	Iteration 15F: 3 clusters Score -380951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 1889 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 1935 members 
Entering Unmasked Estep 
Score: -54946476.000000 Penalty: 85999.031250
Splitting cluster 33 changes total score from -54946452.000000 to -54946476.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -224273.515625 Penalty: 1257.928589
	Iteration 0F: 2 clusters Score -224273.5 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 1115 members 
Entering Unmasked Estep 
Score: -222022.265625 Penalty: 2515.857178
	Iteration 0F: 3 clusters Score -222022.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -222615.046875 Penalty: 2515.857178
	Iteration 1F: 3 clusters Score -222615 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222820.890625 Penalty: 2515.857178
	Iteration 2F: 3 clusters Score -222820.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -222993.140625 Penalty: 2515.857178
	Iteration 3F: 3 clusters Score -222993.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -223139.625000 Penalty: 2515.857178
	Iteration 4F: 3 clusters Score -223139.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223248.546875 Penalty: 2515.857178
	Iteration 5Q: 3 clusters Score -223248.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -223336.578125 Penalty: 2515.857178
	Iteration 6Q: 3 clusters Score -223336.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -223385.968750 Penalty: 2515.857178
	Iteration 7Q: 3 clusters Score -223386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -223414.953125 Penalty: 2515.857178
	Iteration 8Q: 3 clusters Score -223415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -223432.515625 Penalty: 2515.857178
	Iteration 9Q: 3 clusters Score -223432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -223447.171875 Penalty: 2515.857178
	Iteration 10Q: 3 clusters Score -223447.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -223465.265625 Penalty: 2515.857178
	Iteration 11Q: 3 clusters Score -223465.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223482.234375 Penalty: 2515.857178
	Iteration 12Q: 3 clusters Score -223482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -223494.187500 Penalty: 2515.857178
	Iteration 13Q: 3 clusters Score -223494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -223513.750000 Penalty: 2515.857178
	Iteration 14Q: 3 clusters Score -223513.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -223536.671875 Penalty: 2515.857178
	Iteration 15Q: 3 clusters Score -223536.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -223554.234375 Penalty: 2515.857178
	Iteration 16Q: 3 clusters Score -223554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223565.625000 Penalty: 2515.857178
	Iteration 17Q: 3 clusters Score -223565.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223574.140625 Penalty: 2515.857178
	Iteration 18Q: 3 clusters Score -223574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223577.171875 Penalty: 2515.857178
	Iteration 19Q: 3 clusters Score -223577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -223580.296875 Penalty: 2515.857178
	Iteration 20F: 3 clusters Score -223580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -223583.281250 Penalty: 2515.857178
	Iteration 21Q: 3 clusters Score -223583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223588.296875 Penalty: 2515.857178
	Iteration 22Q: 3 clusters Score -223588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -223593.453125 Penalty: 2515.857178
	Iteration 23Q: 3 clusters Score -223593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223598.234375 Penalty: 2515.857178
	Iteration 24Q: 3 clusters Score -223598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -223601.593750 Penalty: 2515.857178
	Iteration 25Q: 3 clusters Score -223601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223602.437500 Penalty: 2515.857178
	Iteration 26Q: 3 clusters Score -223602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -223603.437500 Penalty: 2515.857178
	Iteration 27Q: 3 clusters Score -223603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223603.984375 Penalty: 2515.857178
	Iteration 28Q: 3 clusters Score -223604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -223604.781250 Penalty: 2515.857178
	Iteration 29Q: 3 clusters Score -223604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -223606.062500 Penalty: 2515.857178
	Iteration 30Q: 3 clusters Score -223606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223607.687500 Penalty: 2515.857178
	Iteration 31Q: 3 clusters Score -223607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -223608.859375 Penalty: 2515.857178
	Iteration 32Q: 3 clusters Score -223608.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -223611.625000 Penalty: 2515.857178
	Iteration 33Q: 3 clusters Score -223611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223615.390625 Penalty: 2515.857178
	Iteration 34Q: 3 clusters Score -223615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223622.953125 Penalty: 2515.857178
	Iteration 35Q: 3 clusters Score -223623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -223631.515625 Penalty: 2515.857178
	Iteration 36Q: 3 clusters Score -223631.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223638.890625 Penalty: 2515.857178
	Iteration 37Q: 3 clusters Score -223638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223647.515625 Penalty: 2515.857178
	Iteration 38Q: 3 clusters Score -223647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223652.312500 Penalty: 2515.857178
	Iteration 39Q: 3 clusters Score -223652.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223656.078125 Penalty: 2515.857178
	Iteration 40F: 3 clusters Score -223656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -223660.531250 Penalty: 2515.857178
	Iteration 41Q: 3 clusters Score -223660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223664.718750 Penalty: 2515.857178
	Iteration 42Q: 3 clusters Score -223664.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223668.968750 Penalty: 2515.857178
	Iteration 43Q: 3 clusters Score -223669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -223672.500000 Penalty: 2515.857178
	Iteration 44Q: 3 clusters Score -223672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223674.203125 Penalty: 2515.857178
	Iteration 45Q: 3 clusters Score -223674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -223674.500000 Penalty: 2515.857178
	Iteration 46Q: 3 clusters Score -223674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223674.703125 Penalty: 2515.857178
	Iteration 47Q: 3 clusters Score -223674.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223674.703125 Penalty: 2515.857178
	Iteration 48F: 3 clusters Score -223674.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -352220.031250 Penalty: 1329.620483
	Iteration 0F: 2 clusters Score -352220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -349102.093750 Penalty: 2659.240967
	Iteration 0F: 3 clusters Score -349102.1 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -349881.156250 Penalty: 2659.240967
	Iteration 1F: 3 clusters Score -349881.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -350048.625000 Penalty: 2659.240967
	Iteration 2F: 3 clusters Score -350048.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -350161.375000 Penalty: 2659.240967
	Iteration 3F: 3 clusters Score -350161.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -350225.781250 Penalty: 2659.240967
	Iteration 4Q: 3 clusters Score -350225.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -350291.656250 Penalty: 2659.240967
	Iteration 5Q: 3 clusters Score -350291.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -350360.468750 Penalty: 2659.240967
	Iteration 6Q: 3 clusters Score -350360.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -350438.343750 Penalty: 2659.240967
	Iteration 7Q: 3 clusters Score -350438.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -350542.312500 Penalty: 2659.240967
	Iteration 8Q: 3 clusters Score -350542.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -350663.812500 Penalty: 2659.240967
	Iteration 9Q: 3 clusters Score -350663.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -350816.406250 Penalty: 2659.240967
	Iteration 10Q: 3 clusters Score -350816.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -350976.343750 Penalty: 2659.240967
	Iteration 11Q: 3 clusters Score -350976.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -351130.156250 Penalty: 2659.240967
	Iteration 12Q: 3 clusters Score -351130.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -351290.562500 Penalty: 2659.240967
	Iteration 13Q: 3 clusters Score -351290.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -351424.687500 Penalty: 2659.240967
	Iteration 14Q: 3 clusters Score -351424.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -351526.375000 Penalty: 2659.240967
	Iteration 15Q: 3 clusters Score -351526.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -351587.562500 Penalty: 2659.240967
	Iteration 16Q: 3 clusters Score -351587.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -351628.593750 Penalty: 2659.240967
	Iteration 17Q: 3 clusters Score -351628.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -351654.187500 Penalty: 2659.240967
	Iteration 18Q: 3 clusters Score -351654.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -351665.937500 Penalty: 2659.240967
	Iteration 19Q: 3 clusters Score -351665.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -351674.625000 Penalty: 2659.240967
	Iteration 20F: 3 clusters Score -351674.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -351679.781250 Penalty: 2659.240967
	Iteration 21Q: 3 clusters Score -351679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -351684.531250 Penalty: 2659.240967
	Iteration 22Q: 3 clusters Score -351684.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -351688.468750 Penalty: 2659.240967
	Iteration 23Q: 3 clusters Score -351688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -351692.218750 Penalty: 2659.240967
	Iteration 24Q: 3 clusters Score -351692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -351696.875000 Penalty: 2659.240967
	Iteration 25Q: 3 clusters Score -351696.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -351699.906250 Penalty: 2659.240967
	Iteration 26Q: 3 clusters Score -351699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -351703.750000 Penalty: 2659.240967
	Iteration 27Q: 3 clusters Score -351703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -351706.125000 Penalty: 2659.240967
	Iteration 28Q: 3 clusters Score -351706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -351707.437500 Penalty: 2659.240967
	Iteration 29Q: 3 clusters Score -351707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -351707.375000 Penalty: 2659.240967
	Iteration 30Q: 3 clusters Score -351707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -351707.687500 Penalty: 2659.240967
	Iteration 31Q: 3 clusters Score -351707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -351710.062500 Penalty: 2659.240967
	Iteration 32Q: 3 clusters Score -351710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -351711.531250 Penalty: 2659.240967
	Iteration 33Q: 3 clusters Score -351711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -351711.625000 Penalty: 2659.240967
	Iteration 34Q: 3 clusters Score -351711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -351712.031250 Penalty: 2659.240967
	Iteration 35Q: 3 clusters Score -351712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -351712.562500 Penalty: 2659.240967
	Iteration 36Q: 3 clusters Score -351712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -351713.343750 Penalty: 2659.240967
	Iteration 37Q: 3 clusters Score -351713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -351714.375000 Penalty: 2659.240967
	Iteration 38Q: 3 clusters Score -351714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -351714.718750 Penalty: 2659.240967
	Iteration 39Q: 3 clusters Score -351714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -351714.500000 Penalty: 2659.240967
	Iteration 40F: 3 clusters Score -351714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -456645.531250 Penalty: 1370.953003
	Iteration 0F: 2 clusters Score -456645.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -452890.718750 Penalty: 2741.906006
	Iteration 0F: 3 clusters Score -452890.7 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -454061.250000 Penalty: 2741.906006
	Iteration 1F: 3 clusters Score -454061.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -454284.875000 Penalty: 2741.906006
	Iteration 2F: 3 clusters Score -454284.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -454428.250000 Penalty: 2741.906006
	Iteration 3F: 3 clusters Score -454428.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -454538.500000 Penalty: 2741.906006
	Iteration 4Q: 3 clusters Score -454538.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -454639.656250 Penalty: 2741.906006
	Iteration 5Q: 3 clusters Score -454639.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -454721.031250 Penalty: 2741.906006
	Iteration 6Q: 3 clusters Score -454721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -454791.062500 Penalty: 2741.906006
	Iteration 7Q: 3 clusters Score -454791.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -454870.125000 Penalty: 2741.906006
	Iteration 8Q: 3 clusters Score -454870.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -454929.937500 Penalty: 2741.906006
	Iteration 9Q: 3 clusters Score -454929.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -454978.968750 Penalty: 2741.906006
	Iteration 10Q: 3 clusters Score -454979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -455018.718750 Penalty: 2741.906006
	Iteration 11Q: 3 clusters Score -455018.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -455074.500000 Penalty: 2741.906006
	Iteration 12Q: 3 clusters Score -455074.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -455133.250000 Penalty: 2741.906006
	Iteration 13Q: 3 clusters Score -455133.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -455206.406250 Penalty: 2741.906006
	Iteration 14Q: 3 clusters Score -455206.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -455261.250000 Penalty: 2741.906006
	Iteration 15Q: 3 clusters Score -455261.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -455315.625000 Penalty: 2741.906006
	Iteration 16Q: 3 clusters Score -455315.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -455369.656250 Penalty: 2741.906006
	Iteration 17Q: 3 clusters Score -455369.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -455425.625000 Penalty: 2741.906006
	Iteration 18Q: 3 clusters Score -455425.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -455466.531250 Penalty: 2741.906006
	Iteration 19Q: 3 clusters Score -455466.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -455505.375000 Penalty: 2741.906006
	Iteration 20F: 3 clusters Score -455505.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -455533.968750 Penalty: 2741.906006
	Iteration 21Q: 3 clusters Score -455534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -455555.500000 Penalty: 2741.906006
	Iteration 22Q: 3 clusters Score -455555.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -455572.625000 Penalty: 2741.906006
	Iteration 23Q: 3 clusters Score -455572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -455588.156250 Penalty: 2741.906006
	Iteration 24Q: 3 clusters Score -455588.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -455604.156250 Penalty: 2741.906006
	Iteration 25Q: 3 clusters Score -455604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -455609.437500 Penalty: 2741.906006
	Iteration 26Q: 3 clusters Score -455609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -455614.062500 Penalty: 2741.906006
	Iteration 27Q: 3 clusters Score -455614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -455616.875000 Penalty: 2741.906006
	Iteration 28Q: 3 clusters Score -455616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -455618.437500 Penalty: 2741.906006
	Iteration 29Q: 3 clusters Score -455618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -455618.656250 Penalty: 2741.906006
	Iteration 30Q: 3 clusters Score -455618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -455619.468750 Penalty: 2741.906006
	Iteration 31Q: 3 clusters Score -455619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -455619.031250 Penalty: 2741.906006
	Iteration 32Q: 3 clusters Score -455619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -455619.031250 Penalty: 2741.906006
	Iteration 33F: 3 clusters Score -455619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Entering Unmasked Estep 
Score: -1929409.500000 Penalty: 1614.104248
	Iteration 0F: 2 clusters Score -1929410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1915489.000000 Penalty: 3228.208496
	Iteration 0F: 3 clusters Score -1915489 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1920890.125000 Penalty: 3228.208496
	Iteration 1F: 3 clusters Score -1920890 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1921660.375000 Penalty: 3228.208496
	Iteration 2F: 3 clusters Score -1921660 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1922447.625000 Penalty: 3228.208496
	Iteration 3F: 3 clusters Score -1922448 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1923192.500000 Penalty: 3228.208496
	Iteration 4F: 3 clusters Score -1923192 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1923941.875000 Penalty: 3228.208496
	Iteration 5F: 3 clusters Score -1923942 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1924782.250000 Penalty: 3228.208496
	Iteration 6F: 3 clusters Score -1924782 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1925642.250000 Penalty: 3228.208496
	Iteration 7F: 3 clusters Score -1925642 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1926472.625000 Penalty: 3228.208496
	Iteration 8Q: 3 clusters Score -1926473 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1927174.375000 Penalty: 3228.208496
	Iteration 9Q: 3 clusters Score -1927174 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1927743.250000 Penalty: 3228.208496
	Iteration 10Q: 3 clusters Score -1927743 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1928139.250000 Penalty: 3228.208496
	Iteration 11Q: 3 clusters Score -1928139 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1928374.875000 Penalty: 3228.208496
	Iteration 12Q: 3 clusters Score -1928375 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1928533.625000 Penalty: 3228.208496
	Iteration 13Q: 3 clusters Score -1928534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1928629.375000 Penalty: 3228.208496
	Iteration 14Q: 3 clusters Score -1928629 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1928687.500000 Penalty: 3228.208496
	Iteration 15Q: 3 clusters Score -1928688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1928722.500000 Penalty: 3228.208496
	Iteration 16Q: 3 clusters Score -1928722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1928742.875000 Penalty: 3228.208496
	Iteration 17Q: 3 clusters Score -1928743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1928763.625000 Penalty: 3228.208496
	Iteration 18Q: 3 clusters Score -1928764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1928782.875000 Penalty: 3228.208496
	Iteration 19Q: 3 clusters Score -1928783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1928791.000000 Penalty: 3228.208496
	Iteration 20F: 3 clusters Score -1928791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1928795.625000 Penalty: 3228.208496
	Iteration 21Q: 3 clusters Score -1928796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1928799.750000 Penalty: 3228.208496
	Iteration 22Q: 3 clusters Score -1928800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1928809.000000 Penalty: 3228.208496
	Iteration 23Q: 3 clusters Score -1928809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1928813.125000 Penalty: 3228.208496
	Iteration 24Q: 3 clusters Score -1928813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1928818.875000 Penalty: 3228.208496
	Iteration 25Q: 3 clusters Score -1928819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1928818.875000 Penalty: 3228.208496
	Iteration 26Q: 3 clusters Score -1928819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1928820.250000 Penalty: 3228.208496
	Iteration 27Q: 3 clusters Score -1928820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1928823.000000 Penalty: 3228.208496
	Iteration 28Q: 3 clusters Score -1928823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1928824.625000 Penalty: 3228.208496
	Iteration 29Q: 3 clusters Score -1928825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1928825.375000 Penalty: 3228.208496
	Iteration 30Q: 3 clusters Score -1928825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1928825.375000 Penalty: 3228.208496
	Iteration 31F: 3 clusters Score -1928825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -363924.406250 Penalty: 1356.560425
	Iteration 0F: 2 clusters Score -363924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -360502.687500 Penalty: 2713.120850
	Iteration 0F: 3 clusters Score -360502.7 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -361562.187500 Penalty: 2713.120850
	Iteration 1F: 3 clusters Score -361562.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -361886.812500 Penalty: 2713.120850
	Iteration 2F: 3 clusters Score -361886.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -362131.187500 Penalty: 2713.120850
	Iteration 3F: 3 clusters Score -362131.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -362337.781250 Penalty: 2713.120850
	Iteration 4F: 3 clusters Score -362337.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -362494.875000 Penalty: 2713.120850
	Iteration 5Q: 3 clusters Score -362494.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -362597.062500 Penalty: 2713.120850
	Iteration 6Q: 3 clusters Score -362597.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -362667.218750 Penalty: 2713.120850
	Iteration 7Q: 3 clusters Score -362667.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -362728.437500 Penalty: 2713.120850
	Iteration 8Q: 3 clusters Score -362728.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -362779.437500 Penalty: 2713.120850
	Iteration 9Q: 3 clusters Score -362779.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -362815.437500 Penalty: 2713.120850
	Iteration 10Q: 3 clusters Score -362815.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -362841.500000 Penalty: 2713.120850
	Iteration 11Q: 3 clusters Score -362841.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -362866.500000 Penalty: 2713.120850
	Iteration 12Q: 3 clusters Score -362866.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -362883.812500 Penalty: 2713.120850
	Iteration 13Q: 3 clusters Score -362883.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -362896.437500 Penalty: 2713.120850
	Iteration 14Q: 3 clusters Score -362896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -362909.000000 Penalty: 2713.120850
	Iteration 15Q: 3 clusters Score -362909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -362919.875000 Penalty: 2713.120850
	Iteration 16Q: 3 clusters Score -362919.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -362931.343750 Penalty: 2713.120850
	Iteration 17Q: 3 clusters Score -362931.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -362940.031250 Penalty: 2713.120850
	Iteration 18Q: 3 clusters Score -362940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -362946.000000 Penalty: 2713.120850
	Iteration 19Q: 3 clusters Score -362946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -362952.406250 Penalty: 2713.120850
	Iteration 20F: 3 clusters Score -362952.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -362959.000000 Penalty: 2713.120850
	Iteration 21Q: 3 clusters Score -362959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -362966.562500 Penalty: 2713.120850
	Iteration 22Q: 3 clusters Score -362966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -362971.500000 Penalty: 2713.120850
	Iteration 23Q: 3 clusters Score -362971.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -362977.187500 Penalty: 2713.120850
	Iteration 24Q: 3 clusters Score -362977.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -362981.687500 Penalty: 2713.120850
	Iteration 25Q: 3 clusters Score -362981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -362985.093750 Penalty: 2713.120850
	Iteration 26Q: 3 clusters Score -362985.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -362990.875000 Penalty: 2713.120850
	Iteration 27Q: 3 clusters Score -362990.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -362998.906250 Penalty: 2713.120850
	Iteration 28Q: 3 clusters Score -362998.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -363009.593750 Penalty: 2713.120850
	Iteration 29Q: 3 clusters Score -363009.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -363023.062500 Penalty: 2713.120850
	Iteration 30Q: 3 clusters Score -363023.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -363040.406250 Penalty: 2713.120850
	Iteration 31Q: 3 clusters Score -363040.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -363058.000000 Penalty: 2713.120850
	Iteration 32Q: 3 clusters Score -363058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -363081.281250 Penalty: 2713.120850
	Iteration 33Q: 3 clusters Score -363081.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -363110.812500 Penalty: 2713.120850
	Iteration 34Q: 3 clusters Score -363110.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -363135.625000 Penalty: 2713.120850
	Iteration 35Q: 3 clusters Score -363135.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -363160.000000 Penalty: 2713.120850
	Iteration 36Q: 3 clusters Score -363160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -363181.562500 Penalty: 2713.120850
	Iteration 37Q: 3 clusters Score -363181.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -363204.187500 Penalty: 2713.120850
	Iteration 38Q: 3 clusters Score -363204.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -363220.531250 Penalty: 2713.120850
	Iteration 39Q: 3 clusters Score -363220.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -363233.906250 Penalty: 2713.120850
	Iteration 40F: 3 clusters Score -363233.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -363243.437500 Penalty: 2713.120850
	Iteration 41Q: 3 clusters Score -363243.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -363251.250000 Penalty: 2713.120850
	Iteration 42Q: 3 clusters Score -363251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -363253.968750 Penalty: 2713.120850
	Iteration 43Q: 3 clusters Score -363254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -363257.593750 Penalty: 2713.120850
	Iteration 44Q: 3 clusters Score -363257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -363260.656250 Penalty: 2713.120850
	Iteration 45Q: 3 clusters Score -363260.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -363263.093750 Penalty: 2713.120850
	Iteration 46Q: 3 clusters Score -363263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -363264.468750 Penalty: 2713.120850
	Iteration 47Q: 3 clusters Score -363264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -363265.562500 Penalty: 2713.120850
	Iteration 48Q: 3 clusters Score -363265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -363266.593750 Penalty: 2713.120850
	Iteration 49Q: 3 clusters Score -363266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363266.218750 Penalty: 2713.120850
	Iteration 50Q: 3 clusters Score -363266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -363267.343750 Penalty: 2713.120850
	Iteration 51Q: 3 clusters Score -363267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363269.312500 Penalty: 2713.120850
	Iteration 52Q: 3 clusters Score -363269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -363269.281250 Penalty: 2713.120850
	Iteration 53Q: 3 clusters Score -363269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -363269.937500 Penalty: 2713.120850
	Iteration 54Q: 3 clusters Score -363269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -363272.687500 Penalty: 2713.120850
	Iteration 55Q: 3 clusters Score -363272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -363273.375000 Penalty: 2713.120850
	Iteration 56Q: 3 clusters Score -363273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -363273.937500 Penalty: 2713.120850
	Iteration 57Q: 3 clusters Score -363273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363274.031250 Penalty: 2713.120850
	Iteration 58Q: 3 clusters Score -363274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363275.687500 Penalty: 2713.120850
	Iteration 59Q: 3 clusters Score -363275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -363276.843750 Penalty: 2713.120850
	Iteration 60F: 3 clusters Score -363276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363277.312500 Penalty: 2713.120850
	Iteration 61Q: 3 clusters Score -363277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -363277.562500 Penalty: 2713.120850
	Iteration 62Q: 3 clusters Score -363277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -363278.531250 Penalty: 2713.120850
	Iteration 63Q: 3 clusters Score -363278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -363279.093750 Penalty: 2713.120850
	Iteration 64Q: 3 clusters Score -363279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363279.125000 Penalty: 2713.120850
	Iteration 65Q: 3 clusters Score -363279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363279.218750 Penalty: 2713.120850
	Iteration 66Q: 3 clusters Score -363279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -363279.218750 Penalty: 2713.120850
	Iteration 67F: 3 clusters Score -363279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -328916.156250 Penalty: 1319.740479
	Iteration 0F: 2 clusters Score -328916.2 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 1732 members 
Entering Unmasked Estep 
Score: -325998.781250 Penalty: 2639.480957
	Iteration 0F: 3 clusters Score -325998.8 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -326815.968750 Penalty: 2639.480957
	Iteration 1F: 3 clusters Score -326816 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -327073.625000 Penalty: 2639.480957
	Iteration 2F: 3 clusters Score -327073.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -327293.593750 Penalty: 2639.480957
	Iteration 3F: 3 clusters Score -327293.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -327491.687500 Penalty: 2639.480957
	Iteration 4F: 3 clusters Score -327491.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -327717.656250 Penalty: 2639.480957
	Iteration 5F: 3 clusters Score -327717.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -327928.093750 Penalty: 2639.480957
	Iteration 6F: 3 clusters Score -327928.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -328134.156250 Penalty: 2639.480957
	Iteration 7Q: 3 clusters Score -328134.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -328340.718750 Penalty: 2639.480957
	Iteration 8Q: 3 clusters Score -328340.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -328549.875000 Penalty: 2639.480957
	Iteration 9Q: 3 clusters Score -328549.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -328671.062500 Penalty: 2639.480957
	Iteration 10Q: 3 clusters Score -328671.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -328733.406250 Penalty: 2639.480957
	Iteration 11Q: 3 clusters Score -328733.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -328808.750000 Penalty: 2639.480957
	Iteration 12Q: 3 clusters Score -328808.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -328878.343750 Penalty: 2639.480957
	Iteration 13Q: 3 clusters Score -328878.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -328927.750000 Penalty: 2639.480957
	Iteration 14Q: 3 clusters Score -328927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -328946.281250 Penalty: 2639.480957
	Iteration 15Q: 3 clusters Score -328946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -328955.750000 Penalty: 2639.480957
	Iteration 16Q: 3 clusters Score -328955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -328958.687500 Penalty: 2639.480957
	Iteration 17Q: 3 clusters Score -328958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -328961.906250 Penalty: 2639.480957
	Iteration 18Q: 3 clusters Score -328961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -328961.906250 Penalty: 2639.480957
	Iteration 19F: 3 clusters Score -328961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 1889 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 1935 members 
Mstep: Class 41 contains 2620 members 
Entering Unmasked Estep 
Score: -54945732.000000 Penalty: 88149.007812
Splitting cluster 39 changes total score from -54946452.000000 to -54945732.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16380 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 31098 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9424 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 103624 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 1889 members 
Mstep: Class 34 contains 2301 members 
Mstep: Class 35 contains 3577 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20598 members 
Mstep: Class 38 contains 4222 members 
Mstep: Class 39 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54946748.000000 Penalty: 85999.031250
Iteration 199Q: 41 clusters Score -5.494675e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16360 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8569 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 31096 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 22699 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9303 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9445 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4347 members 
Mstep: Class 33 contains 1917 members 
Mstep: Class 34 contains 2307 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20601 members 
Mstep: Class 38 contains 4231 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947032.000000 Penalty: 85999.031250
Iteration 200F: 41 clusters Score -5.494703e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16343 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8568 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 17854 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3423 members 
Mstep: Class 11 contains 31090 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 14 contains 22701 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 4214 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4319 members 
Mstep: Class 33 contains 1964 members 
Mstep: Class 34 contains 2299 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20603 members 
Mstep: Class 38 contains 4226 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947156.000000 Penalty: 85999.031250
Iteration 201Q: 41 clusters Score -5.494716e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16334 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 31087 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 14 contains 22702 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12487 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4211 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4307 members 
Mstep: Class 33 contains 1999 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4613 members 
Mstep: Class 37 contains 20602 members 
Mstep: Class 38 contains 4224 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947124.000000 Penalty: 85999.031250
Iteration 202Q: 41 clusters Score -5.494712e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16328 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17850 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31085 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 1563 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12485 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67651 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4210 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 9448 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4302 members 
Mstep: Class 33 contains 2022 members 
Mstep: Class 34 contains 2289 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4612 members 
Mstep: Class 37 contains 20603 members 
Mstep: Class 38 contains 4223 members 
Mstep: Class 39 contains 3366 members 
Mstep: Class 40 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947236.000000 Penalty: 85999.031250
Iteration 203Q: 41 clusters Score -5.494724e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8565 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 17852 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 31085 members 
Mstep: Class 12 contains 9508 members 
Mstep: Class 13 contains 1563 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12478 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67652 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 9443 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103622 members 
Mstep: Class 32 contains 4298 members 
Mstep: Class 33 contains 2035 members 
Mstep: Class 34 contains 2288 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4612 members 
Mstep: Class 37 contains 20606 members 
Mstep: Class 38 contains 4223 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947164.000000 Penalty: 85999.031250
Iteration 204Q: 41 clusters Score -5.494716e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8565 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 17847 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 31081 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 1565 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12478 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67651 members 
Mstep: Class 19 contains 75588 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 9443 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103623 members 
Mstep: Class 32 contains 4297 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 2287 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4611 members 
Mstep: Class 37 contains 20609 members 
Mstep: Class 38 contains 4224 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947140.000000 Penalty: 85999.031250
Iteration 205Q: 41 clusters Score -5.494714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8561 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 31077 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 1566 members 
Mstep: Class 14 contains 22702 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12479 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75588 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 9446 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103621 members 
Mstep: Class 32 contains 4296 members 
Mstep: Class 33 contains 2053 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4610 members 
Mstep: Class 37 contains 20612 members 
Mstep: Class 38 contains 4226 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947212.000000 Penalty: 85999.031250
Iteration 206Q: 41 clusters Score -5.494721e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16322 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8558 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17844 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3418 members 
Mstep: Class 11 contains 31075 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 22702 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12475 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75590 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103619 members 
Mstep: Class 32 contains 4295 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 4228 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947264.000000 Penalty: 85999.031250
Iteration 207Q: 41 clusters Score -5.494726e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16319 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17840 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12473 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103617 members 
Mstep: Class 32 contains 4294 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20612 members 
Mstep: Class 38 contains 4228 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947280.000000 Penalty: 85999.031250
Iteration 208Q: 41 clusters Score -5.494728e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16316 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8559 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17839 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 31068 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12470 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75590 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7995 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103616 members 
Mstep: Class 32 contains 4292 members 
Mstep: Class 33 contains 2061 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4610 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 4230 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947228.000000 Penalty: 85999.031250
Iteration 209Q: 41 clusters Score -5.494723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8559 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 31063 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 22704 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12464 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7996 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103616 members 
Mstep: Class 32 contains 4292 members 
Mstep: Class 33 contains 2063 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20614 members 
Mstep: Class 38 contains 4231 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947212.000000 Penalty: 85999.031250
Iteration 210Q: 41 clusters Score -5.494721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 8558 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17837 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31060 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7997 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103617 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 2063 members 
Mstep: Class 34 contains 2285 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4233 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947208.000000 Penalty: 85999.031250
Iteration 211Q: 41 clusters Score -5.494721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17837 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31060 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2064 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4235 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947220.000000 Penalty: 85999.031250
Iteration 212Q: 41 clusters Score -5.494722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 17835 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31059 members 
Mstep: Class 12 contains 9516 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4290 members 
Mstep: Class 33 contains 2066 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4233 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947204.000000 Penalty: 85999.031250
Iteration 213Q: 41 clusters Score -5.49472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8558 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17829 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12462 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947240.000000 Penalty: 85999.031250
Iteration 214Q: 41 clusters Score -5.494724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31056 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 9472 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2071 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947228.000000 Penalty: 85999.031250
Iteration 215Q: 41 clusters Score -5.494723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31056 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75590 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9474 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947220.000000 Penalty: 85999.031250
Iteration 216Q: 41 clusters Score -5.494722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947236.000000 Penalty: 85999.031250
Iteration 217Q: 41 clusters Score -5.494724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947220.000000 Penalty: 85999.031250
Iteration 218Q: 41 clusters Score -5.494722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54947220.000000 Penalty: 85999.031250
Iteration 219F: 41 clusters Score -5.494722e+07 nChanged 0
Entering ConstructFrom: 
Score: -54947220.000000 Penalty: 85999.031250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1141154.000000 Penalty: 1515.183228
	Iteration 0F: 2 clusters Score -1141154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1133245.000000 Penalty: 3030.366455
	Iteration 0F: 3 clusters Score -1133245 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1135873.125000 Penalty: 3030.366455
	Iteration 1F: 3 clusters Score -1135873 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1136197.250000 Penalty: 3030.366455
	Iteration 2F: 3 clusters Score -1136197 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1136478.750000 Penalty: 3030.366455
	Iteration 3F: 3 clusters Score -1136479 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1136760.750000 Penalty: 3030.366455
	Iteration 4F: 3 clusters Score -1136761 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1137090.500000 Penalty: 3030.366455
	Iteration 5F: 3 clusters Score -1137090 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1137470.875000 Penalty: 3030.366455
	Iteration 6F: 3 clusters Score -1137471 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1137853.125000 Penalty: 3030.366455
	Iteration 7F: 3 clusters Score -1137853 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1138241.500000 Penalty: 3030.366455
	Iteration 8Q: 3 clusters Score -1138242 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1138578.750000 Penalty: 3030.366455
	Iteration 9Q: 3 clusters Score -1138579 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1138842.500000 Penalty: 3030.366455
	Iteration 10Q: 3 clusters Score -1138842 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1139045.750000 Penalty: 3030.366455
	Iteration 11Q: 3 clusters Score -1139046 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1139202.875000 Penalty: 3030.366455
	Iteration 12Q: 3 clusters Score -1139203 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1139331.000000 Penalty: 3030.366455
	Iteration 13Q: 3 clusters Score -1139331 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1139438.125000 Penalty: 3030.366455
	Iteration 14Q: 3 clusters Score -1139438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1139514.125000 Penalty: 3030.366455
	Iteration 15Q: 3 clusters Score -1139514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1139583.250000 Penalty: 3030.366455
	Iteration 16Q: 3 clusters Score -1139583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1139646.625000 Penalty: 3030.366455
	Iteration 17Q: 3 clusters Score -1139647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1139696.875000 Penalty: 3030.366455
	Iteration 18Q: 3 clusters Score -1139697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1139736.750000 Penalty: 3030.366455
	Iteration 19Q: 3 clusters Score -1139737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1139767.500000 Penalty: 3030.366455
	Iteration 20F: 3 clusters Score -1139768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1139797.625000 Penalty: 3030.366455
	Iteration 21Q: 3 clusters Score -1139798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1139819.125000 Penalty: 3030.366455
	Iteration 22Q: 3 clusters Score -1139819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1139844.125000 Penalty: 3030.366455
	Iteration 23Q: 3 clusters Score -1139844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1139859.625000 Penalty: 3030.366455
	Iteration 24Q: 3 clusters Score -1139860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1139873.250000 Penalty: 3030.366455
	Iteration 25Q: 3 clusters Score -1139873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1139892.000000 Penalty: 3030.366455
	Iteration 26Q: 3 clusters Score -1139892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1139901.500000 Penalty: 3030.366455
	Iteration 27Q: 3 clusters Score -1139902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1139905.625000 Penalty: 3030.366455
	Iteration 28Q: 3 clusters Score -1139906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1139909.250000 Penalty: 3030.366455
	Iteration 29Q: 3 clusters Score -1139909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1139916.500000 Penalty: 3030.366455
	Iteration 30Q: 3 clusters Score -1139916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1139916.750000 Penalty: 3030.366455
	Iteration 31Q: 3 clusters Score -1139917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1139921.750000 Penalty: 3030.366455
	Iteration 32Q: 3 clusters Score -1139922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1139926.750000 Penalty: 3030.366455
	Iteration 33Q: 3 clusters Score -1139927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1139934.375000 Penalty: 3030.366455
	Iteration 34Q: 3 clusters Score -1139934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1139944.250000 Penalty: 3030.366455
	Iteration 35Q: 3 clusters Score -1139944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1139953.000000 Penalty: 3030.366455
	Iteration 36Q: 3 clusters Score -1139953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1139956.500000 Penalty: 3030.366455
	Iteration 37Q: 3 clusters Score -1139956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1139959.375000 Penalty: 3030.366455
	Iteration 38Q: 3 clusters Score -1139959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1139959.375000 Penalty: 3030.366455
	Iteration 39F: 3 clusters Score -1139959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -375197.906250 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -375197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -371932.406250 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -371932.4 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -372790.343750 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -372790.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -372984.218750 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -372984.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -373163.093750 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -373163.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -373313.250000 Penalty: 2681.366455
	Iteration 4F: 3 clusters Score -373313.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -373444.031250 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -373444 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -373570.687500 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -373570.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -373700.062500 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -373700.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -373865.750000 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -373865.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -374000.031250 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -374000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -374136.187500 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -374136.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -374235.718750 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -374235.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -374311.906250 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -374311.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -374381.750000 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -374381.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -374427.250000 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -374427.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -374456.812500 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -374456.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -374477.656250 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -374477.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -374497.250000 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -374497.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -374508.250000 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -374508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -374516.937500 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -374516.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -374525.593750 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -374525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -374530.781250 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -374530.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374534.718750 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -374534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -374535.843750 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -374535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -374537.937500 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -374537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -374541.156250 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -374541.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -374546.593750 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -374546.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -374554.343750 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -374554.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -374562.437500 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -374562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -374565.750000 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -374565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -374567.625000 Penalty: 2681.366455
	Iteration 30Q: 3 clusters Score -374567.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -374569.718750 Penalty: 2681.366455
	Iteration 31Q: 3 clusters Score -374569.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -374572.687500 Penalty: 2681.366455
	Iteration 32Q: 3 clusters Score -374572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -374574.437500 Penalty: 2681.366455
	Iteration 33Q: 3 clusters Score -374574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374575.781250 Penalty: 2681.366455
	Iteration 34Q: 3 clusters Score -374575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374576.468750 Penalty: 2681.366455
	Iteration 35Q: 3 clusters Score -374576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374576.468750 Penalty: 2681.366455
	Iteration 36F: 3 clusters Score -374576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Entering Unmasked Estep 
Score: -1669356.125000 Penalty: 1576.213989
	Iteration 0F: 2 clusters Score -1669356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1658067.750000 Penalty: 3152.427979
	Iteration 0F: 3 clusters Score -1658068 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1662017.500000 Penalty: 3152.427979
	Iteration 1F: 3 clusters Score -1662018 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1662621.375000 Penalty: 3152.427979
	Iteration 2F: 3 clusters Score -1662621 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1663409.500000 Penalty: 3152.427979
	Iteration 3F: 3 clusters Score -1663410 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1664265.125000 Penalty: 3152.427979
	Iteration 4F: 3 clusters Score -1664265 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1665000.000000 Penalty: 3152.427979
	Iteration 5F: 3 clusters Score -1665000 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1665591.750000 Penalty: 3152.427979
	Iteration 6F: 3 clusters Score -1665592 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1665987.750000 Penalty: 3152.427979
	Iteration 7Q: 3 clusters Score -1665988 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1666271.000000 Penalty: 3152.427979
	Iteration 8Q: 3 clusters Score -1666271 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1666489.625000 Penalty: 3152.427979
	Iteration 9Q: 3 clusters Score -1666490 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1666725.625000 Penalty: 3152.427979
	Iteration 10Q: 3 clusters Score -1666726 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1666985.000000 Penalty: 3152.427979
	Iteration 11Q: 3 clusters Score -1666985 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1667242.875000 Penalty: 3152.427979
	Iteration 12Q: 3 clusters Score -1667243 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1667393.625000 Penalty: 3152.427979
	Iteration 13Q: 3 clusters Score -1667394 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1667469.875000 Penalty: 3152.427979
	Iteration 14Q: 3 clusters Score -1667470 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1667512.125000 Penalty: 3152.427979
	Iteration 15Q: 3 clusters Score -1667512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1667533.250000 Penalty: 3152.427979
	Iteration 16Q: 3 clusters Score -1667533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1667555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1667567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1667580.625000 Penalty: 3152.427979
	Iteration 19Q: 3 clusters Score -1667581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1667588.875000 Penalty: 3152.427979
	Iteration 20F: 3 clusters Score -1667589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1667593.875000 Penalty: 3152.427979
	Iteration 21Q: 3 clusters Score -1667594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1667606.625000 Penalty: 3152.427979
	Iteration 22Q: 3 clusters Score -1667607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1667612.875000 Penalty: 3152.427979
	Iteration 23Q: 3 clusters Score -1667613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1667620.000000 Penalty: 3152.427979
	Iteration 24Q: 3 clusters Score -1667620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1667624.125000 Penalty: 3152.427979
	Iteration 25Q: 3 clusters Score -1667624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1667631.125000 Penalty: 3152.427979
	Iteration 26Q: 3 clusters Score -1667631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1667641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1667652.250000 Penalty: 3152.427979
	Iteration 28Q: 3 clusters Score -1667652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1667653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1667658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1667660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1667664.250000 Penalty: 3152.427979
	Iteration 32Q: 3 clusters Score -1667664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1667666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1667670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1667674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1667680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1667688.250000 Penalty: 3152.427979
	Iteration 37Q: 3 clusters Score -1667688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1667692.250000 Penalty: 3152.427979
	Iteration 38Q: 3 clusters Score -1667692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1667692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1667691.250000 Penalty: 3152.427979
	Iteration 40F: 3 clusters Score -1667691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1667699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1667703.250000 Penalty: 3152.427979
	Iteration 42Q: 3 clusters Score -1667703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1667702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1667706.625000 Penalty: 3152.427979
	Iteration 44Q: 3 clusters Score -1667707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1667709.125000 Penalty: 3152.427979
	Iteration 45Q: 3 clusters Score -1667709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1667706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1667704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1667707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1667708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1667707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1667711.000000 Penalty: 3152.427979
	Iteration 51Q: 3 clusters Score -1667711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1667713.375000 Penalty: 3152.427979
	Iteration 52Q: 3 clusters Score -1667713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1667716.000000 Penalty: 3152.427979
	Iteration 53Q: 3 clusters Score -1667716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1667716.750000 Penalty: 3152.427979
	Iteration 54Q: 3 clusters Score -1667717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1667721.375000 Penalty: 3152.427979
	Iteration 55Q: 3 clusters Score -1667721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1667722.375000 Penalty: 3152.427979
	Iteration 56Q: 3 clusters Score -1667722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1667725.625000 Penalty: 3152.427979
	Iteration 57Q: 3 clusters Score -1667726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1667727.625000 Penalty: 3152.427979
	Iteration 58Q: 3 clusters Score -1667728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1667728.500000 Penalty: 3152.427979
	Iteration 59Q: 3 clusters Score -1667728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1667726.250000 Penalty: 3152.427979
	Iteration 60F: 3 clusters Score -1667726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1667726.000000 Penalty: 3152.427979
	Iteration 61Q: 3 clusters Score -1667726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1667724.750000 Penalty: 3152.427979
	Iteration 62Q: 3 clusters Score -1667725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1667725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1667726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1667726.750000 Penalty: 3152.427979
	Iteration 65Q: 3 clusters Score -1667727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1667729.500000 Penalty: 3152.427979
	Iteration 66Q: 3 clusters Score -1667730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1667729.625000 Penalty: 3152.427979
	Iteration 67Q: 3 clusters Score -1667730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1667728.375000 Penalty: 3152.427979
	Iteration 68Q: 3 clusters Score -1667728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1667729.750000 Penalty: 3152.427979
	Iteration 69Q: 3 clusters Score -1667730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1667730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1667735.500000 Penalty: 3152.427979
	Iteration 71Q: 3 clusters Score -1667736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1667736.750000 Penalty: 3152.427979
	Iteration 72Q: 3 clusters Score -1667737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1667737.000000 Penalty: 3152.427979
	Iteration 73Q: 3 clusters Score -1667737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1667741.625000 Penalty: 3152.427979
	Iteration 74Q: 3 clusters Score -1667742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1667742.375000 Penalty: 3152.427979
	Iteration 75Q: 3 clusters Score -1667742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1667744.750000 Penalty: 3152.427979
	Iteration 76Q: 3 clusters Score -1667745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1667746.000000 Penalty: 3152.427979
	Iteration 77Q: 3 clusters Score -1667746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1667744.250000 Penalty: 3152.427979
	Iteration 78Q: 3 clusters Score -1667744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1667747.500000 Penalty: 3152.427979
	Iteration 79Q: 3 clusters Score -1667748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1667744.875000 Penalty: 3152.427979
	Iteration 80F: 3 clusters Score -1667745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1667748.750000 Penalty: 3152.427979
	Iteration 81Q: 3 clusters Score -1667749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1667747.375000 Penalty: 3152.427979
	Iteration 82Q: 3 clusters Score -1667747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1667750.000000 Penalty: 3152.427979
	Iteration 83Q: 3 clusters Score -1667750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1667753.250000 Penalty: 3152.427979
	Iteration 84Q: 3 clusters Score -1667753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1667754.375000 Penalty: 3152.427979
	Iteration 85Q: 3 clusters Score -1667754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1667754.625000 Penalty: 3152.427979
	Iteration 86Q: 3 clusters Score -1667755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1667753.875000 Penalty: 3152.427979
	Iteration 87Q: 3 clusters Score -1667754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1667754.250000 Penalty: 3152.427979
	Iteration 88Q: 3 clusters Score -1667754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1667759.125000 Penalty: 3152.427979
	Iteration 89Q: 3 clusters Score -1667759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1667761.625000 Penalty: 3152.427979
	Iteration 90Q: 3 clusters Score -1667762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1667766.125000 Penalty: 3152.427979
	Iteration 91Q: 3 clusters Score -1667766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1667771.000000 Penalty: 3152.427979
	Iteration 92Q: 3 clusters Score -1667771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1667769.625000 Penalty: 3152.427979
	Iteration 93Q: 3 clusters Score -1667770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1667780.375000 Penalty: 3152.427979
	Iteration 94Q: 3 clusters Score -1667780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1667784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1667789.750000 Penalty: 3152.427979
	Iteration 96Q: 3 clusters Score -1667790 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1667797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1667807.125000 Penalty: 3152.427979
	Iteration 98Q: 3 clusters Score -1667807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1667812.500000 Penalty: 3152.427979
	Iteration 99Q: 3 clusters Score -1667812 nChanged 43
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Mstep: Class 1 contains 10880 members 
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Entering Unmasked Estep 
Score: -1667817.125000 Penalty: 3152.427979
	Iteration 100F: 3 clusters Score -1667817 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1667824.625000 Penalty: 3152.427979
	Iteration 101Q: 3 clusters Score -1667825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1667834.625000 Penalty: 3152.427979
	Iteration 102Q: 3 clusters Score -1667835 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1667843 nChanged 83
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Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1667870.625000 Penalty: 3152.427979
	Iteration 104Q: 3 clusters Score -1667871 nChanged 95
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Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1667892 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1667919.500000 Penalty: 3152.427979
	Iteration 106Q: 3 clusters Score -1667920 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1667954 nChanged 134
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Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1668007.625000 Penalty: 3152.427979
	Iteration 108Q: 3 clusters Score -1668008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1668079.750000 Penalty: 3152.427979
	Iteration 109Q: 3 clusters Score -1668080 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1668181.750000 Penalty: 3152.427979
	Iteration 110Q: 3 clusters Score -1668182 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1668324.000000 Penalty: 3152.427979
	Iteration 111Q: 3 clusters Score -1668324 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1668510.625000 Penalty: 3152.427979
	Iteration 112Q: 3 clusters Score -1668511 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1668710.375000 Penalty: 3152.427979
	Iteration 113Q: 3 clusters Score -1668710 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1668888.500000 Penalty: 3152.427979
	Iteration 114Q: 3 clusters Score -1668888 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1669046.750000 Penalty: 3152.427979
	Iteration 115Q: 3 clusters Score -1669047 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1669141.125000 Penalty: 3152.427979
	Iteration 116Q: 3 clusters Score -1669141 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1669210.000000 Penalty: 3152.427979
	Iteration 117Q: 3 clusters Score -1669210 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1669244.500000 Penalty: 3152.427979
	Iteration 118Q: 3 clusters Score -1669244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1669257.375000 Penalty: 3152.427979
	Iteration 119Q: 3 clusters Score -1669257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1669288.000000 Penalty: 3152.427979
	Iteration 120F: 3 clusters Score -1669288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1669308.500000 Penalty: 3152.427979
	Iteration 121Q: 3 clusters Score -1669308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1669320.125000 Penalty: 3152.427979
	Iteration 122Q: 3 clusters Score -1669320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1669319.625000 Penalty: 3152.427979
	Iteration 123Q: 3 clusters Score -1669320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1669325.625000 Penalty: 3152.427979
	Iteration 124Q: 3 clusters Score -1669326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1669327.000000 Penalty: 3152.427979
	Iteration 125Q: 3 clusters Score -1669327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1669329.125000 Penalty: 3152.427979
	Iteration 126Q: 3 clusters Score -1669329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1669336.375000 Penalty: 3152.427979
	Iteration 127Q: 3 clusters Score -1669336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1669339.000000 Penalty: 3152.427979
	Iteration 128Q: 3 clusters Score -1669339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1669340.125000 Penalty: 3152.427979
	Iteration 129Q: 3 clusters Score -1669340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1669341.750000 Penalty: 3152.427979
	Iteration 130Q: 3 clusters Score -1669342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1669342.625000 Penalty: 3152.427979
	Iteration 131Q: 3 clusters Score -1669343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1669341.250000 Penalty: 3152.427979
	Iteration 132Q: 3 clusters Score -1669341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1669338.375000 Penalty: 3152.427979
	Iteration 133Q: 3 clusters Score -1669338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1669343.375000 Penalty: 3152.427979
	Iteration 134Q: 3 clusters Score -1669343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1669340.750000 Penalty: 3152.427979
	Iteration 135Q: 3 clusters Score -1669341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1669341.875000 Penalty: 3152.427979
	Iteration 136Q: 3 clusters Score -1669342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1669345.250000 Penalty: 3152.427979
	Iteration 137Q: 3 clusters Score -1669345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1669342.500000 Penalty: 3152.427979
	Iteration 138Q: 3 clusters Score -1669342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1669343.750000 Penalty: 3152.427979
	Iteration 139Q: 3 clusters Score -1669344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1669343.750000 Penalty: 3152.427979
	Iteration 140F: 3 clusters Score -1669344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1669346.625000 Penalty: 3152.427979
	Iteration 141Q: 3 clusters Score -1669347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1669345.875000 Penalty: 3152.427979
	Iteration 142Q: 3 clusters Score -1669346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1669345.875000 Penalty: 3152.427979
	Iteration 143F: 3 clusters Score -1669346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -775256.437500 Penalty: 1452.041504
	Iteration 0F: 2 clusters Score -775256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -769569.625000 Penalty: 2904.083008
	Iteration 0F: 3 clusters Score -769569.6 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -771294.625000 Penalty: 2904.083008
	Iteration 1F: 3 clusters Score -771294.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -771608.000000 Penalty: 2904.083008
	Iteration 2F: 3 clusters Score -771608 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -771870.312500 Penalty: 2904.083008
	Iteration 3F: 3 clusters Score -771870.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -772133.062500 Penalty: 2904.083008
	Iteration 4F: 3 clusters Score -772133.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -772390.375000 Penalty: 2904.083008
	Iteration 5F: 3 clusters Score -772390.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -772637.937500 Penalty: 2904.083008
	Iteration 6Q: 3 clusters Score -772637.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -772884.187500 Penalty: 2904.083008
	Iteration 7Q: 3 clusters Score -772884.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -773101.500000 Penalty: 2904.083008
	Iteration 8Q: 3 clusters Score -773101.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -773277.437500 Penalty: 2904.083008
	Iteration 9Q: 3 clusters Score -773277.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -773444.312500 Penalty: 2904.083008
	Iteration 10Q: 3 clusters Score -773444.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -773607.125000 Penalty: 2904.083008
	Iteration 11Q: 3 clusters Score -773607.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -773721.437500 Penalty: 2904.083008
	Iteration 12Q: 3 clusters Score -773721.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -773825.625000 Penalty: 2904.083008
	Iteration 13Q: 3 clusters Score -773825.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -773901.500000 Penalty: 2904.083008
	Iteration 14Q: 3 clusters Score -773901.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -773957.125000 Penalty: 2904.083008
	Iteration 15Q: 3 clusters Score -773957.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -773990.750000 Penalty: 2904.083008
	Iteration 16Q: 3 clusters Score -773990.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -774017.625000 Penalty: 2904.083008
	Iteration 17Q: 3 clusters Score -774017.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -774040.250000 Penalty: 2904.083008
	Iteration 18Q: 3 clusters Score -774040.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -774055.375000 Penalty: 2904.083008
	Iteration 19Q: 3 clusters Score -774055.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -774068.312500 Penalty: 2904.083008
	Iteration 20F: 3 clusters Score -774068.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -774082.812500 Penalty: 2904.083008
	Iteration 21Q: 3 clusters Score -774082.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -774094.937500 Penalty: 2904.083008
	Iteration 22Q: 3 clusters Score -774094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -774105.125000 Penalty: 2904.083008
	Iteration 23Q: 3 clusters Score -774105.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -774113.750000 Penalty: 2904.083008
	Iteration 24Q: 3 clusters Score -774113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -774120.187500 Penalty: 2904.083008
	Iteration 25Q: 3 clusters Score -774120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -774129.250000 Penalty: 2904.083008
	Iteration 26Q: 3 clusters Score -774129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -774139.250000 Penalty: 2904.083008
	Iteration 27Q: 3 clusters Score -774139.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -774146.187500 Penalty: 2904.083008
	Iteration 28Q: 3 clusters Score -774146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -774152.250000 Penalty: 2904.083008
	Iteration 29Q: 3 clusters Score -774152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -774156.250000 Penalty: 2904.083008
	Iteration 30Q: 3 clusters Score -774156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -774158.875000 Penalty: 2904.083008
	Iteration 31Q: 3 clusters Score -774158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -774160.875000 Penalty: 2904.083008
	Iteration 32Q: 3 clusters Score -774160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -774166.187500 Penalty: 2904.083008
	Iteration 33Q: 3 clusters Score -774166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -774169.437500 Penalty: 2904.083008
	Iteration 34Q: 3 clusters Score -774169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -774170.187500 Penalty: 2904.083008
	Iteration 35Q: 3 clusters Score -774170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -774171.125000 Penalty: 2904.083008
	Iteration 36Q: 3 clusters Score -774171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -774172.625000 Penalty: 2904.083008
	Iteration 37Q: 3 clusters Score -774172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -774174.562500 Penalty: 2904.083008
	Iteration 38Q: 3 clusters Score -774174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -774174.812500 Penalty: 2904.083008
	Iteration 39Q: 3 clusters Score -774174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -774174.812500 Penalty: 2904.083008
	Iteration 40F: 3 clusters Score -774174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Entering Unmasked Estep 
Score: -4334916.500000 Penalty: 1728.295288
	Iteration 0F: 2 clusters Score -4334916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4306863.000000 Penalty: 3456.590576
	Iteration 0F: 3 clusters Score -4306863 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4317907.500000 Penalty: 3456.590576
	Iteration 1F: 3 clusters Score -4317908 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4318361.500000 Penalty: 3456.590576
	Iteration 2Q: 3 clusters Score -4318362 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4318850.500000 Penalty: 3456.590576
	Iteration 3Q: 3 clusters Score -4318850 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4319462.500000 Penalty: 3456.590576
	Iteration 4Q: 3 clusters Score -4319462 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4320243.500000 Penalty: 3456.590576
	Iteration 5Q: 3 clusters Score -4320244 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4321166.000000 Penalty: 3456.590576
	Iteration 6Q: 3 clusters Score -4321166 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4322239.000000 Penalty: 3456.590576
	Iteration 7Q: 3 clusters Score -4322239 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4323300.000000 Penalty: 3456.590576
	Iteration 8Q: 3 clusters Score -4323300 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4324320.500000 Penalty: 3456.590576
	Iteration 9Q: 3 clusters Score -4324320 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4325263.500000 Penalty: 3456.590576
	Iteration 10Q: 3 clusters Score -4325264 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4326194.000000 Penalty: 3456.590576
	Iteration 11Q: 3 clusters Score -4326194 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4327161.500000 Penalty: 3456.590576
	Iteration 12Q: 3 clusters Score -4327162 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4328143.500000 Penalty: 3456.590576
	Iteration 13Q: 3 clusters Score -4328144 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4329142.000000 Penalty: 3456.590576
	Iteration 14Q: 3 clusters Score -4329142 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4330053.500000 Penalty: 3456.590576
	Iteration 15Q: 3 clusters Score -4330054 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4330826.500000 Penalty: 3456.590576
	Iteration 16Q: 3 clusters Score -4330826 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4331486.000000 Penalty: 3456.590576
	Iteration 17Q: 3 clusters Score -4331486 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4332006.000000 Penalty: 3456.590576
	Iteration 18Q: 3 clusters Score -4332006 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4332462.000000 Penalty: 3456.590576
	Iteration 19Q: 3 clusters Score -4332462 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -4332754.500000 Penalty: 3456.590576
	Iteration 20F: 3 clusters Score -4332754 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4332954.500000 Penalty: 3456.590576
	Iteration 21Q: 3 clusters Score -4332954 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4333093.500000 Penalty: 3456.590576
	Iteration 22Q: 3 clusters Score -4333094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4333177.500000 Penalty: 3456.590576
	Iteration 23Q: 3 clusters Score -4333178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4333239.500000 Penalty: 3456.590576
	Iteration 24Q: 3 clusters Score -4333240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -4333282.000000 Penalty: 3456.590576
	Iteration 25Q: 3 clusters Score -4333282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -4333320.000000 Penalty: 3456.590576
	Iteration 26Q: 3 clusters Score -4333320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -4333353.000000 Penalty: 3456.590576
	Iteration 27Q: 3 clusters Score -4333353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -4333374.000000 Penalty: 3456.590576
	Iteration 28Q: 3 clusters Score -4333374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -4333385.000000 Penalty: 3456.590576
	Iteration 29Q: 3 clusters Score -4333385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4333392.500000 Penalty: 3456.590576
	Iteration 30Q: 3 clusters Score -4333392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4333398.500000 Penalty: 3456.590576
	Iteration 31Q: 3 clusters Score -4333398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -4333414.500000 Penalty: 3456.590576
	Iteration 32Q: 3 clusters Score -4333414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -4333430.500000 Penalty: 3456.590576
	Iteration 33Q: 3 clusters Score -4333430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4333444.500000 Penalty: 3456.590576
	Iteration 34Q: 3 clusters Score -4333444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4333453.000000 Penalty: 3456.590576
	Iteration 35Q: 3 clusters Score -4333453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4333448.000000 Penalty: 3456.590576
	Iteration 36Q: 3 clusters Score -4333448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -4333451.500000 Penalty: 3456.590576
	Iteration 37Q: 3 clusters Score -4333452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4333451.000000 Penalty: 3456.590576
	Iteration 38Q: 3 clusters Score -4333451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -4333456.000000 Penalty: 3456.590576
	Iteration 39Q: 3 clusters Score -4333456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -4333454.500000 Penalty: 3456.590576
	Iteration 40F: 3 clusters Score -4333454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4333455.000000 Penalty: 3456.590576
	Iteration 41Q: 3 clusters Score -4333455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4333456.500000 Penalty: 3456.590576
	Iteration 42Q: 3 clusters Score -4333456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4333462.500000 Penalty: 3456.590576
	Iteration 43Q: 3 clusters Score -4333462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -4333459.500000 Penalty: 3456.590576
	Iteration 44Q: 3 clusters Score -4333460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -4333459.500000 Penalty: 3456.590576
	Iteration 45F: 3 clusters Score -4333460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Entering Unmasked Estep 
Score: -834618.812500 Penalty: 1471.338013
	Iteration 0F: 2 clusters Score -834618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -828518.812500 Penalty: 2942.676025
	Iteration 0F: 3 clusters Score -828518.8 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -830697.500000 Penalty: 2942.676025
	Iteration 1F: 3 clusters Score -830697.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -831196.187500 Penalty: 2942.676025
	Iteration 2F: 3 clusters Score -831196.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -831618.312500 Penalty: 2942.676025
	Iteration 3F: 3 clusters Score -831618.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -831992.500000 Penalty: 2942.676025
	Iteration 4F: 3 clusters Score -831992.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -832260.562500 Penalty: 2942.676025
	Iteration 5F: 3 clusters Score -832260.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -832412.437500 Penalty: 2942.676025
	Iteration 6Q: 3 clusters Score -832412.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -832504.250000 Penalty: 2942.676025
	Iteration 7Q: 3 clusters Score -832504.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -832566.437500 Penalty: 2942.676025
	Iteration 8Q: 3 clusters Score -832566.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -832611.187500 Penalty: 2942.676025
	Iteration 9Q: 3 clusters Score -832611.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -832648.687500 Penalty: 2942.676025
	Iteration 10Q: 3 clusters Score -832648.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -832676.000000 Penalty: 2942.676025
	Iteration 11Q: 3 clusters Score -832676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -832702.812500 Penalty: 2942.676025
	Iteration 12Q: 3 clusters Score -832702.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -832725.687500 Penalty: 2942.676025
	Iteration 13Q: 3 clusters Score -832725.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -832754.812500 Penalty: 2942.676025
	Iteration 14Q: 3 clusters Score -832754.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -832794.875000 Penalty: 2942.676025
	Iteration 15Q: 3 clusters Score -832794.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -832843.687500 Penalty: 2942.676025
	Iteration 16Q: 3 clusters Score -832843.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -832892.875000 Penalty: 2942.676025
	Iteration 17Q: 3 clusters Score -832892.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -832943.312500 Penalty: 2942.676025
	Iteration 18Q: 3 clusters Score -832943.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -832991.687500 Penalty: 2942.676025
	Iteration 19Q: 3 clusters Score -832991.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -833042.437500 Penalty: 2942.676025
	Iteration 20F: 3 clusters Score -833042.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -833097.000000 Penalty: 2942.676025
	Iteration 21Q: 3 clusters Score -833097 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -833152.187500 Penalty: 2942.676025
	Iteration 22Q: 3 clusters Score -833152.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -833192.312500 Penalty: 2942.676025
	Iteration 23Q: 3 clusters Score -833192.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -833232.187500 Penalty: 2942.676025
	Iteration 24Q: 3 clusters Score -833232.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -833255.062500 Penalty: 2942.676025
	Iteration 25Q: 3 clusters Score -833255.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -833279.750000 Penalty: 2942.676025
	Iteration 26Q: 3 clusters Score -833279.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -833295.625000 Penalty: 2942.676025
	Iteration 27Q: 3 clusters Score -833295.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -833306.625000 Penalty: 2942.676025
	Iteration 28Q: 3 clusters Score -833306.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -833313.000000 Penalty: 2942.676025
	Iteration 29Q: 3 clusters Score -833313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -833317.687500 Penalty: 2942.676025
	Iteration 30Q: 3 clusters Score -833317.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -833320.250000 Penalty: 2942.676025
	Iteration 31Q: 3 clusters Score -833320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -833322.750000 Penalty: 2942.676025
	Iteration 32Q: 3 clusters Score -833322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -833324.625000 Penalty: 2942.676025
	Iteration 33Q: 3 clusters Score -833324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -833326.062500 Penalty: 2942.676025
	Iteration 34Q: 3 clusters Score -833326.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -833327.250000 Penalty: 2942.676025
	Iteration 35Q: 3 clusters Score -833327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -833331.937500 Penalty: 2942.676025
	Iteration 36Q: 3 clusters Score -833331.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -833334.750000 Penalty: 2942.676025
	Iteration 37Q: 3 clusters Score -833334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -833337.937500 Penalty: 2942.676025
	Iteration 38Q: 3 clusters Score -833337.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -833340.312500 Penalty: 2942.676025
	Iteration 39Q: 3 clusters Score -833340.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -833343.312500 Penalty: 2942.676025
	Iteration 40F: 3 clusters Score -833343.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -833348.812500 Penalty: 2942.676025
	Iteration 41Q: 3 clusters Score -833348.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -833353.062500 Penalty: 2942.676025
	Iteration 42Q: 3 clusters Score -833353.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -833356.125000 Penalty: 2942.676025
	Iteration 43Q: 3 clusters Score -833356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -833358.312500 Penalty: 2942.676025
	Iteration 44Q: 3 clusters Score -833358.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -833363.625000 Penalty: 2942.676025
	Iteration 45Q: 3 clusters Score -833363.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -833364.937500 Penalty: 2942.676025
	Iteration 46Q: 3 clusters Score -833364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -833365.750000 Penalty: 2942.676025
	Iteration 47Q: 3 clusters Score -833365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -833365.812500 Penalty: 2942.676025
	Iteration 48Q: 3 clusters Score -833365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -833368.875000 Penalty: 2942.676025
	Iteration 49Q: 3 clusters Score -833368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -833371.687500 Penalty: 2942.676025
	Iteration 50Q: 3 clusters Score -833371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -833373.062500 Penalty: 2942.676025
	Iteration 51Q: 3 clusters Score -833373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -833375.500000 Penalty: 2942.676025
	Iteration 52Q: 3 clusters Score -833375.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -833378.625000 Penalty: 2942.676025
	Iteration 53Q: 3 clusters Score -833378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -833377.312500 Penalty: 2942.676025
	Iteration 54Q: 3 clusters Score -833377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -833377.375000 Penalty: 2942.676025
	Iteration 55Q: 3 clusters Score -833377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -833378.875000 Penalty: 2942.676025
	Iteration 56Q: 3 clusters Score -833378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -833382.625000 Penalty: 2942.676025
	Iteration 57Q: 3 clusters Score -833382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -833383.312500 Penalty: 2942.676025
	Iteration 58Q: 3 clusters Score -833383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -833385.625000 Penalty: 2942.676025
	Iteration 59Q: 3 clusters Score -833385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -833388.500000 Penalty: 2942.676025
	Iteration 60F: 3 clusters Score -833388.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -833389.937500 Penalty: 2942.676025
	Iteration 61Q: 3 clusters Score -833389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -833390.687500 Penalty: 2942.676025
	Iteration 62Q: 3 clusters Score -833390.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -833394.187500 Penalty: 2942.676025
	Iteration 63Q: 3 clusters Score -833394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -833395.687500 Penalty: 2942.676025
	Iteration 64Q: 3 clusters Score -833395.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -833397.687500 Penalty: 2942.676025
	Iteration 65Q: 3 clusters Score -833397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -833399.562500 Penalty: 2942.676025
	Iteration 66Q: 3 clusters Score -833399.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -833403.875000 Penalty: 2942.676025
	Iteration 67Q: 3 clusters Score -833403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -833405.875000 Penalty: 2942.676025
	Iteration 68Q: 3 clusters Score -833405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -833406.875000 Penalty: 2942.676025
	Iteration 69Q: 3 clusters Score -833406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -833406.687500 Penalty: 2942.676025
	Iteration 70Q: 3 clusters Score -833406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -833408.250000 Penalty: 2942.676025
	Iteration 71Q: 3 clusters Score -833408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -833407.187500 Penalty: 2942.676025
	Iteration 72Q: 3 clusters Score -833407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -833408.250000 Penalty: 2942.676025
	Iteration 73Q: 3 clusters Score -833408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -833408.125000 Penalty: 2942.676025
	Iteration 74Q: 3 clusters Score -833408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -833407.187500 Penalty: 2942.676025
	Iteration 75Q: 3 clusters Score -833407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -833407.750000 Penalty: 2942.676025
	Iteration 76Q: 3 clusters Score -833407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -833407.312500 Penalty: 2942.676025
	Iteration 77Q: 3 clusters Score -833407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -833409.750000 Penalty: 2942.676025
	Iteration 78Q: 3 clusters Score -833409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -833411.437500 Penalty: 2942.676025
	Iteration 79Q: 3 clusters Score -833411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -833410.875000 Penalty: 2942.676025
	Iteration 80F: 3 clusters Score -833410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Entering Unmasked Estep 
Score: -1617422.875000 Penalty: 1575.625244
	Iteration 0F: 2 clusters Score -1617423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1606212.000000 Penalty: 3151.250488
	Iteration 0F: 3 clusters Score -1606212 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1610127.500000 Penalty: 3151.250488
	Iteration 1F: 3 clusters Score -1610128 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1610619.875000 Penalty: 3151.250488
	Iteration 2F: 3 clusters Score -1610620 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1611228.750000 Penalty: 3151.250488
	Iteration 3F: 3 clusters Score -1611229 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1612043.250000 Penalty: 3151.250488
	Iteration 4F: 3 clusters Score -1612043 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1613180.000000 Penalty: 3151.250488
	Iteration 5F: 3 clusters Score -1613180 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1614385.375000 Penalty: 3151.250488
	Iteration 6F: 3 clusters Score -1614385 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1615475.875000 Penalty: 3151.250488
	Iteration 7F: 3 clusters Score -1615476 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1616114.875000 Penalty: 3151.250488
	Iteration 8F: 3 clusters Score -1616115 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1616416.500000 Penalty: 3151.250488
	Iteration 9Q: 3 clusters Score -1616416 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1616545.500000 Penalty: 3151.250488
	Iteration 10Q: 3 clusters Score -1616546 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1616618.375000 Penalty: 3151.250488
	Iteration 11Q: 3 clusters Score -1616618 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1616656.000000 Penalty: 3151.250488
	Iteration 12Q: 3 clusters Score -1616656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1616666.375000 Penalty: 3151.250488
	Iteration 13Q: 3 clusters Score -1616666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1616679.500000 Penalty: 3151.250488
	Iteration 14Q: 3 clusters Score -1616680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1616688.000000 Penalty: 3151.250488
	Iteration 15Q: 3 clusters Score -1616688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1616690.625000 Penalty: 3151.250488
	Iteration 16Q: 3 clusters Score -1616691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1616697.250000 Penalty: 3151.250488
	Iteration 17Q: 3 clusters Score -1616697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1616698.375000 Penalty: 3151.250488
	Iteration 18Q: 3 clusters Score -1616698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1616704.625000 Penalty: 3151.250488
	Iteration 19Q: 3 clusters Score -1616705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1616706.000000 Penalty: 3151.250488
	Iteration 20F: 3 clusters Score -1616706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1616707.000000 Penalty: 3151.250488
	Iteration 21Q: 3 clusters Score -1616707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1616711.375000 Penalty: 3151.250488
	Iteration 22Q: 3 clusters Score -1616711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1616712.875000 Penalty: 3151.250488
	Iteration 23Q: 3 clusters Score -1616713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1616714.750000 Penalty: 3151.250488
	Iteration 24Q: 3 clusters Score -1616715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1616711.125000 Penalty: 3151.250488
	Iteration 25Q: 3 clusters Score -1616711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1616712.500000 Penalty: 3151.250488
	Iteration 26Q: 3 clusters Score -1616712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1616712.875000 Penalty: 3151.250488
	Iteration 27Q: 3 clusters Score -1616713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1616714.500000 Penalty: 3151.250488
	Iteration 28Q: 3 clusters Score -1616714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1616712.125000 Penalty: 3151.250488
	Iteration 29Q: 3 clusters Score -1616712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1616714.000000 Penalty: 3151.250488
	Iteration 30Q: 3 clusters Score -1616714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1616712.250000 Penalty: 3151.250488
	Iteration 31Q: 3 clusters Score -1616712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1616713.875000 Penalty: 3151.250488
	Iteration 32Q: 3 clusters Score -1616714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1616717.125000 Penalty: 3151.250488
	Iteration 33Q: 3 clusters Score -1616717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1616715.750000 Penalty: 3151.250488
	Iteration 34Q: 3 clusters Score -1616716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1616716.875000 Penalty: 3151.250488
	Iteration 35Q: 3 clusters Score -1616717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1616719.000000 Penalty: 3151.250488
	Iteration 36Q: 3 clusters Score -1616719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1616717.750000 Penalty: 3151.250488
	Iteration 37Q: 3 clusters Score -1616718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1616721.375000 Penalty: 3151.250488
	Iteration 38Q: 3 clusters Score -1616721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1616718.500000 Penalty: 3151.250488
	Iteration 39Q: 3 clusters Score -1616718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1616719.000000 Penalty: 3151.250488
	Iteration 40F: 3 clusters Score -1616719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1616719.500000 Penalty: 3151.250488
	Iteration 41Q: 3 clusters Score -1616720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1616719.875000 Penalty: 3151.250488
	Iteration 42Q: 3 clusters Score -1616720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1616720.125000 Penalty: 3151.250488
	Iteration 43Q: 3 clusters Score -1616720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1616719.375000 Penalty: 3151.250488
	Iteration 44Q: 3 clusters Score -1616719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1616720.500000 Penalty: 3151.250488
	Iteration 45Q: 3 clusters Score -1616720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1616721.250000 Penalty: 3151.250488
	Iteration 46Q: 3 clusters Score -1616721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1616721.125000 Penalty: 3151.250488
	Iteration 47Q: 3 clusters Score -1616721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1616724.125000 Penalty: 3151.250488
	Iteration 48Q: 3 clusters Score -1616724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1616722.750000 Penalty: 3151.250488
	Iteration 49Q: 3 clusters Score -1616723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1616724.000000 Penalty: 3151.250488
	Iteration 50Q: 3 clusters Score -1616724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1616725.875000 Penalty: 3151.250488
	Iteration 51Q: 3 clusters Score -1616726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1616724.625000 Penalty: 3151.250488
	Iteration 52Q: 3 clusters Score -1616725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1616724.375000 Penalty: 3151.250488
	Iteration 53Q: 3 clusters Score -1616724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1616723.750000 Penalty: 3151.250488
	Iteration 54Q: 3 clusters Score -1616724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1616724.500000 Penalty: 3151.250488
	Iteration 55Q: 3 clusters Score -1616724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1616724.125000 Penalty: 3151.250488
	Iteration 56Q: 3 clusters Score -1616724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1616723.875000 Penalty: 3151.250488
	Iteration 57Q: 3 clusters Score -1616724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1616725.375000 Penalty: 3151.250488
	Iteration 58Q: 3 clusters Score -1616725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1616727.125000 Penalty: 3151.250488
	Iteration 59Q: 3 clusters Score -1616727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1616725.750000 Penalty: 3151.250488
	Iteration 60F: 3 clusters Score -1616726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Entering Unmasked Estep 
Score: -1807142.125000 Penalty: 1590.626221
	Iteration 0F: 2 clusters Score -1807142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1794923.375000 Penalty: 3181.252441
	Iteration 0F: 3 clusters Score -1794923 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1799315.000000 Penalty: 3181.252441
	Iteration 1F: 3 clusters Score -1799315 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1799790.250000 Penalty: 3181.252441
	Iteration 2F: 3 clusters Score -1799790 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1800280.875000 Penalty: 3181.252441
	Iteration 3F: 3 clusters Score -1800281 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1800815.500000 Penalty: 3181.252441
	Iteration 4F: 3 clusters Score -1800816 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1801432.875000 Penalty: 3181.252441
	Iteration 5F: 3 clusters Score -1801433 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1802059.875000 Penalty: 3181.252441
	Iteration 6F: 3 clusters Score -1802060 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1802662.125000 Penalty: 3181.252441
	Iteration 7F: 3 clusters Score -1802662 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1803218.500000 Penalty: 3181.252441
	Iteration 8F: 3 clusters Score -1803218 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1803688.750000 Penalty: 3181.252441
	Iteration 9Q: 3 clusters Score -1803689 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1804053.625000 Penalty: 3181.252441
	Iteration 10Q: 3 clusters Score -1804054 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1804305.625000 Penalty: 3181.252441
	Iteration 11Q: 3 clusters Score -1804306 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1804467.375000 Penalty: 3181.252441
	Iteration 12Q: 3 clusters Score -1804467 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1804643.125000 Penalty: 3181.252441
	Iteration 13Q: 3 clusters Score -1804643 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1804792.125000 Penalty: 3181.252441
	Iteration 14Q: 3 clusters Score -1804792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1804936.750000 Penalty: 3181.252441
	Iteration 15Q: 3 clusters Score -1804937 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1805050.875000 Penalty: 3181.252441
	Iteration 16Q: 3 clusters Score -1805051 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1805144.000000 Penalty: 3181.252441
	Iteration 17Q: 3 clusters Score -1805144 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1805234.375000 Penalty: 3181.252441
	Iteration 18Q: 3 clusters Score -1805234 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1805303.500000 Penalty: 3181.252441
	Iteration 19Q: 3 clusters Score -1805304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1805375.375000 Penalty: 3181.252441
	Iteration 20F: 3 clusters Score -1805375 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1805432.625000 Penalty: 3181.252441
	Iteration 21Q: 3 clusters Score -1805433 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1805478.125000 Penalty: 3181.252441
	Iteration 22Q: 3 clusters Score -1805478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1805512.750000 Penalty: 3181.252441
	Iteration 23Q: 3 clusters Score -1805513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1805549.750000 Penalty: 3181.252441
	Iteration 24Q: 3 clusters Score -1805550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1805585.625000 Penalty: 3181.252441
	Iteration 25Q: 3 clusters Score -1805586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1805607.375000 Penalty: 3181.252441
	Iteration 26Q: 3 clusters Score -1805607 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1805646.500000 Penalty: 3181.252441
	Iteration 27Q: 3 clusters Score -1805646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1805680.625000 Penalty: 3181.252441
	Iteration 28Q: 3 clusters Score -1805681 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1805712.625000 Penalty: 3181.252441
	Iteration 29Q: 3 clusters Score -1805713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1805755.000000 Penalty: 3181.252441
	Iteration 30Q: 3 clusters Score -1805755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1805802.375000 Penalty: 3181.252441
	Iteration 31Q: 3 clusters Score -1805802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1805866.000000 Penalty: 3181.252441
	Iteration 32Q: 3 clusters Score -1805866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1805936.000000 Penalty: 3181.252441
	Iteration 33Q: 3 clusters Score -1805936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1805995.875000 Penalty: 3181.252441
	Iteration 34Q: 3 clusters Score -1805996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1806047.875000 Penalty: 3181.252441
	Iteration 35Q: 3 clusters Score -1806048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1806086.500000 Penalty: 3181.252441
	Iteration 36Q: 3 clusters Score -1806086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1806112.875000 Penalty: 3181.252441
	Iteration 37Q: 3 clusters Score -1806113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1806128.000000 Penalty: 3181.252441
	Iteration 38Q: 3 clusters Score -1806128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1806141.125000 Penalty: 3181.252441
	Iteration 39Q: 3 clusters Score -1806141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1806153.500000 Penalty: 3181.252441
	Iteration 40F: 3 clusters Score -1806154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1806158.625000 Penalty: 3181.252441
	Iteration 41Q: 3 clusters Score -1806159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1806167.000000 Penalty: 3181.252441
	Iteration 42Q: 3 clusters Score -1806167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1806173.375000 Penalty: 3181.252441
	Iteration 43Q: 3 clusters Score -1806173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1806176.250000 Penalty: 3181.252441
	Iteration 44Q: 3 clusters Score -1806176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1806175.250000 Penalty: 3181.252441
	Iteration 45Q: 3 clusters Score -1806175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1806177.625000 Penalty: 3181.252441
	Iteration 46Q: 3 clusters Score -1806178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1806178.375000 Penalty: 3181.252441
	Iteration 47Q: 3 clusters Score -1806178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1806177.625000 Penalty: 3181.252441
	Iteration 48Q: 3 clusters Score -1806178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1806180.500000 Penalty: 3181.252441
	Iteration 49Q: 3 clusters Score -1806180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1806179.625000 Penalty: 3181.252441
	Iteration 50Q: 3 clusters Score -1806180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1806180.125000 Penalty: 3181.252441
	Iteration 51Q: 3 clusters Score -1806180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1806182.750000 Penalty: 3181.252441
	Iteration 52Q: 3 clusters Score -1806183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1806185.125000 Penalty: 3181.252441
	Iteration 53Q: 3 clusters Score -1806185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1806185.000000 Penalty: 3181.252441
	Iteration 54Q: 3 clusters Score -1806185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1806185.875000 Penalty: 3181.252441
	Iteration 55Q: 3 clusters Score -1806186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1806187.000000 Penalty: 3181.252441
	Iteration 56Q: 3 clusters Score -1806187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1806185.250000 Penalty: 3181.252441
	Iteration 57Q: 3 clusters Score -1806185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1806186.625000 Penalty: 3181.252441
	Iteration 58Q: 3 clusters Score -1806187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1806186.125000 Penalty: 3181.252441
	Iteration 59Q: 3 clusters Score -1806186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1806188.625000 Penalty: 3181.252441
	Iteration 60F: 3 clusters Score -1806189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1806185.500000 Penalty: 3181.252441
	Iteration 61Q: 3 clusters Score -1806186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1806193.125000 Penalty: 3181.252441
	Iteration 62Q: 3 clusters Score -1806193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1806190.625000 Penalty: 3181.252441
	Iteration 63Q: 3 clusters Score -1806191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1806194.000000 Penalty: 3181.252441
	Iteration 64Q: 3 clusters Score -1806194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1806195.125000 Penalty: 3181.252441
	Iteration 65Q: 3 clusters Score -1806195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1806195.250000 Penalty: 3181.252441
	Iteration 66Q: 3 clusters Score -1806195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1806193.750000 Penalty: 3181.252441
	Iteration 67Q: 3 clusters Score -1806194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1806195.375000 Penalty: 3181.252441
	Iteration 68Q: 3 clusters Score -1806195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1806195.375000 Penalty: 3181.252441
	Iteration 69F: 3 clusters Score -1806195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -177452.734375 Penalty: 1222.828857
	Iteration 0F: 2 clusters Score -177452.7 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 910 members 
Entering Unmasked Estep 
Score: -175449.125000 Penalty: 2445.657715
	Iteration 0F: 3 clusters Score -175449.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -175974.453125 Penalty: 2445.657715
	Iteration 1F: 3 clusters Score -175974.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176133.125000 Penalty: 2445.657715
	Iteration 2F: 3 clusters Score -176133.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -176216.250000 Penalty: 2445.657715
	Iteration 3F: 3 clusters Score -176216.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176283.546875 Penalty: 2445.657715
	Iteration 4Q: 3 clusters Score -176283.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176352.546875 Penalty: 2445.657715
	Iteration 5Q: 3 clusters Score -176352.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -176417.515625 Penalty: 2445.657715
	Iteration 6Q: 3 clusters Score -176417.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176476.187500 Penalty: 2445.657715
	Iteration 7Q: 3 clusters Score -176476.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -176525.500000 Penalty: 2445.657715
	Iteration 8Q: 3 clusters Score -176525.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -176576.781250 Penalty: 2445.657715
	Iteration 9Q: 3 clusters Score -176576.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -176666.296875 Penalty: 2445.657715
	Iteration 10Q: 3 clusters Score -176666.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -176811.093750 Penalty: 2445.657715
	Iteration 11Q: 3 clusters Score -176811.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177028.968750 Penalty: 2445.657715
	Iteration 12F: 3 clusters Score -177029 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -177221.343750 Penalty: 2445.657715
	Iteration 13F: 3 clusters Score -177221.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177370.296875 Penalty: 2445.657715
	Iteration 14Q: 3 clusters Score -177370.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -177469.078125 Penalty: 2445.657715
	Iteration 15Q: 3 clusters Score -177469.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177536.046875 Penalty: 2445.657715
	Iteration 16Q: 3 clusters Score -177536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177565.203125 Penalty: 2445.657715
	Iteration 17Q: 3 clusters Score -177565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -177577.984375 Penalty: 2445.657715
	Iteration 18Q: 3 clusters Score -177578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -177583.765625 Penalty: 2445.657715
	Iteration 19Q: 3 clusters Score -177583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -177587.156250 Penalty: 2445.657715
	Iteration 20F: 3 clusters Score -177587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177591.156250 Penalty: 2445.657715
	Iteration 21Q: 3 clusters Score -177591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177593.640625 Penalty: 2445.657715
	Iteration 22Q: 3 clusters Score -177593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -177593.640625 Penalty: 2445.657715
	Iteration 23F: 3 clusters Score -177593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Mstep: Class 41 contains 701 members 
Entering Unmasked Estep 
Score: -54946416.000000 Penalty: 88149.007812
Splitting cluster 9 changes total score from -54947220.000000 to -54946416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -335762.093750 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -335762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -332729.375000 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -332729.4 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -333442.312500 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -333442.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -333600.687500 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -333600.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -333709.218750 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -333709.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -333782.218750 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -333782.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -333833.187500 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -333833.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -333881.437500 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -333881.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -333927.437500 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -333927.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -333976.468750 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -333976.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -334019.718750 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -334019.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -334055.562500 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -334055.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -334098.593750 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -334098.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -334133.875000 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -334133.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -334167.406250 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -334167.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -334194.406250 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -334194.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -334233.656250 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -334233.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -334267.937500 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -334267.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -334306.343750 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -334306.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -334336.312500 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -334336.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -334362.250000 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -334362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -334383.218750 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -334383.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -334399.218750 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -334399.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -334416.781250 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -334416.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -334432.218750 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -334432.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -334442.843750 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -334442.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -334455.031250 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -334455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -334463.781250 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -334463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -334474.062500 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -334474.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -334480.968750 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -334481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -334488.937500 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -334488.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -334496.750000 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -334496.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -334505.625000 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -334505.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -334512.562500 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -334512.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -334523.062500 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -334523.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -334533.437500 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -334533.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -334539.968750 Penalty: 2644.558594
	Iteration 35Q: 3 clusters Score -334540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -334546.937500 Penalty: 2644.558594
	Iteration 36Q: 3 clusters Score -334546.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -334551.437500 Penalty: 2644.558594
	Iteration 37Q: 3 clusters Score -334551.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -334557.281250 Penalty: 2644.558594
	Iteration 38Q: 3 clusters Score -334557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -334559.062500 Penalty: 2644.558594
	Iteration 39Q: 3 clusters Score -334559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -334561.656250 Penalty: 2644.558594
	Iteration 40F: 3 clusters Score -334561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -334563.656250 Penalty: 2644.558594
	Iteration 41Q: 3 clusters Score -334563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -334564.656250 Penalty: 2644.558594
	Iteration 42Q: 3 clusters Score -334564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -334564.125000 Penalty: 2644.558594
	Iteration 43Q: 3 clusters Score -334564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -334564.125000 Penalty: 2644.558594
	Iteration 44F: 3 clusters Score -334564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Entering Unmasked Estep 
Score: -3140483.500000 Penalty: 1680.831665
	Iteration 0F: 2 clusters Score -3140484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3119522.250000 Penalty: 3361.663330
	Iteration 0F: 3 clusters Score -3119522 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3127458.000000 Penalty: 3361.663330
	Iteration 1F: 3 clusters Score -3127458 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3127925.500000 Penalty: 3361.663330
	Iteration 2Q: 3 clusters Score -3127926 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3128339.000000 Penalty: 3361.663330
	Iteration 3Q: 3 clusters Score -3128339 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3128819.750000 Penalty: 3361.663330
	Iteration 4Q: 3 clusters Score -3128820 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3129366.250000 Penalty: 3361.663330
	Iteration 5Q: 3 clusters Score -3129366 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3130005.500000 Penalty: 3361.663330
	Iteration 6Q: 3 clusters Score -3130006 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3130791.250000 Penalty: 3361.663330
	Iteration 7Q: 3 clusters Score -3130791 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3131664.000000 Penalty: 3361.663330
	Iteration 8F: 3 clusters Score -3131664 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3132608.000000 Penalty: 3361.663330
	Iteration 9F: 3 clusters Score -3132608 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3133578.500000 Penalty: 3361.663330
	Iteration 10Q: 3 clusters Score -3133578 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3134377.250000 Penalty: 3361.663330
	Iteration 11Q: 3 clusters Score -3134377 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3134984.750000 Penalty: 3361.663330
	Iteration 12Q: 3 clusters Score -3134985 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3135475.500000 Penalty: 3361.663330
	Iteration 13Q: 3 clusters Score -3135476 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3135847.750000 Penalty: 3361.663330
	Iteration 14Q: 3 clusters Score -3135848 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3136177.750000 Penalty: 3361.663330
	Iteration 15Q: 3 clusters Score -3136178 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3136524.250000 Penalty: 3361.663330
	Iteration 16Q: 3 clusters Score -3136524 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3136875.750000 Penalty: 3361.663330
	Iteration 17Q: 3 clusters Score -3136876 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3137274.750000 Penalty: 3361.663330
	Iteration 18Q: 3 clusters Score -3137275 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3137651.750000 Penalty: 3361.663330
	Iteration 19Q: 3 clusters Score -3137652 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3138050.250000 Penalty: 3361.663330
	Iteration 20F: 3 clusters Score -3138050 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3138372.000000 Penalty: 3361.663330
	Iteration 21Q: 3 clusters Score -3138372 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3138672.000000 Penalty: 3361.663330
	Iteration 22Q: 3 clusters Score -3138672 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3138897.000000 Penalty: 3361.663330
	Iteration 23Q: 3 clusters Score -3138897 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3139098.500000 Penalty: 3361.663330
	Iteration 24Q: 3 clusters Score -3139098 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3139273.500000 Penalty: 3361.663330
	Iteration 25Q: 3 clusters Score -3139274 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3139444.750000 Penalty: 3361.663330
	Iteration 26Q: 3 clusters Score -3139445 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3139622.750000 Penalty: 3361.663330
	Iteration 27Q: 3 clusters Score -3139623 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3139782.750000 Penalty: 3361.663330
	Iteration 28Q: 3 clusters Score -3139783 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3139895.250000 Penalty: 3361.663330
	Iteration 29Q: 3 clusters Score -3139895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3139964.250000 Penalty: 3361.663330
	Iteration 30Q: 3 clusters Score -3139964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3140021.000000 Penalty: 3361.663330
	Iteration 31Q: 3 clusters Score -3140021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3140051.750000 Penalty: 3361.663330
	Iteration 32Q: 3 clusters Score -3140052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3140069.750000 Penalty: 3361.663330
	Iteration 33Q: 3 clusters Score -3140070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3140082.000000 Penalty: 3361.663330
	Iteration 34Q: 3 clusters Score -3140082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3140090.250000 Penalty: 3361.663330
	Iteration 35Q: 3 clusters Score -3140090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3140089.250000 Penalty: 3361.663330
	Iteration 36Q: 3 clusters Score -3140089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3140094.000000 Penalty: 3361.663330
	Iteration 37Q: 3 clusters Score -3140094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3140098.500000 Penalty: 3361.663330
	Iteration 38Q: 3 clusters Score -3140098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3140102.000000 Penalty: 3361.663330
	Iteration 39Q: 3 clusters Score -3140102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3140104.750000 Penalty: 3361.663330
	Iteration 40F: 3 clusters Score -3140105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3140105.250000 Penalty: 3361.663330
	Iteration 41Q: 3 clusters Score -3140105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3140111.500000 Penalty: 3361.663330
	Iteration 42Q: 3 clusters Score -3140112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3140111.000000 Penalty: 3361.663330
	Iteration 43Q: 3 clusters Score -3140111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3140113.500000 Penalty: 3361.663330
	Iteration 44Q: 3 clusters Score -3140114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3140107.750000 Penalty: 3361.663330
	Iteration 45Q: 3 clusters Score -3140108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3140112.750000 Penalty: 3361.663330
	Iteration 46Q: 3 clusters Score -3140113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3140118.000000 Penalty: 3361.663330
	Iteration 47Q: 3 clusters Score -3140118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3140118.000000 Penalty: 3361.663330
	Iteration 48Q: 3 clusters Score -3140118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3140122.750000 Penalty: 3361.663330
	Iteration 49Q: 3 clusters Score -3140123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3140125.250000 Penalty: 3361.663330
	Iteration 50Q: 3 clusters Score -3140125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3140130.750000 Penalty: 3361.663330
	Iteration 51Q: 3 clusters Score -3140131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3140136.500000 Penalty: 3361.663330
	Iteration 52Q: 3 clusters Score -3140136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3140135.000000 Penalty: 3361.663330
	Iteration 53Q: 3 clusters Score -3140135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3140139.750000 Penalty: 3361.663330
	Iteration 54Q: 3 clusters Score -3140140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3140139.750000 Penalty: 3361.663330
	Iteration 55Q: 3 clusters Score -3140140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3140138.000000 Penalty: 3361.663330
	Iteration 56Q: 3 clusters Score -3140138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3140138.000000 Penalty: 3361.663330
	Iteration 57F: 3 clusters Score -3140138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Entering Unmasked Estep 
Score: -969310.812500 Penalty: 1488.703857
	Iteration 0F: 2 clusters Score -969310.8 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 4751 members 
Entering Unmasked Estep 
Score: -962504.562500 Penalty: 2977.407715
	Iteration 0F: 3 clusters Score -962504.6 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -964746.125000 Penalty: 2977.407715
	Iteration 1F: 3 clusters Score -964746.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -965152.937500 Penalty: 2977.407715
	Iteration 2F: 3 clusters Score -965152.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -965560.062500 Penalty: 2977.407715
	Iteration 3F: 3 clusters Score -965560.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -965954.812500 Penalty: 2977.407715
	Iteration 4F: 3 clusters Score -965954.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -966283.000000 Penalty: 2977.407715
	Iteration 5F: 3 clusters Score -966283 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -966570.062500 Penalty: 2977.407715
	Iteration 6Q: 3 clusters Score -966570.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -966796.687500 Penalty: 2977.407715
	Iteration 7Q: 3 clusters Score -966796.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -966985.625000 Penalty: 2977.407715
	Iteration 8Q: 3 clusters Score -966985.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -967157.125000 Penalty: 2977.407715
	Iteration 9Q: 3 clusters Score -967157.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -967286.500000 Penalty: 2977.407715
	Iteration 10Q: 3 clusters Score -967286.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -967380.687500 Penalty: 2977.407715
	Iteration 11Q: 3 clusters Score -967380.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -967464.375000 Penalty: 2977.407715
	Iteration 12Q: 3 clusters Score -967464.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -967525.625000 Penalty: 2977.407715
	Iteration 13Q: 3 clusters Score -967525.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -967602.250000 Penalty: 2977.407715
	Iteration 14Q: 3 clusters Score -967602.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -967699.250000 Penalty: 2977.407715
	Iteration 15Q: 3 clusters Score -967699.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -967793.687500 Penalty: 2977.407715
	Iteration 16Q: 3 clusters Score -967793.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -967899.562500 Penalty: 2977.407715
	Iteration 17Q: 3 clusters Score -967899.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -968001.312500 Penalty: 2977.407715
	Iteration 18Q: 3 clusters Score -968001.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -968093.375000 Penalty: 2977.407715
	Iteration 19Q: 3 clusters Score -968093.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -968165.062500 Penalty: 2977.407715
	Iteration 20F: 3 clusters Score -968165.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -968228.437500 Penalty: 2977.407715
	Iteration 21Q: 3 clusters Score -968228.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -968277.500000 Penalty: 2977.407715
	Iteration 22Q: 3 clusters Score -968277.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -968325.937500 Penalty: 2977.407715
	Iteration 23Q: 3 clusters Score -968325.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -968366.000000 Penalty: 2977.407715
	Iteration 24Q: 3 clusters Score -968366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -968397.687500 Penalty: 2977.407715
	Iteration 25Q: 3 clusters Score -968397.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -968425.812500 Penalty: 2977.407715
	Iteration 26Q: 3 clusters Score -968425.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -968446.687500 Penalty: 2977.407715
	Iteration 27Q: 3 clusters Score -968446.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -968463.500000 Penalty: 2977.407715
	Iteration 28Q: 3 clusters Score -968463.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -968474.562500 Penalty: 2977.407715
	Iteration 29Q: 3 clusters Score -968474.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -968483.625000 Penalty: 2977.407715
	Iteration 30Q: 3 clusters Score -968483.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -968493.687500 Penalty: 2977.407715
	Iteration 31Q: 3 clusters Score -968493.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -968502.937500 Penalty: 2977.407715
	Iteration 32Q: 3 clusters Score -968502.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -968515.937500 Penalty: 2977.407715
	Iteration 33Q: 3 clusters Score -968515.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -968526.750000 Penalty: 2977.407715
	Iteration 34Q: 3 clusters Score -968526.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -968543.437500 Penalty: 2977.407715
	Iteration 35Q: 3 clusters Score -968543.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -968557.125000 Penalty: 2977.407715
	Iteration 36Q: 3 clusters Score -968557.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -968571.687500 Penalty: 2977.407715
	Iteration 37Q: 3 clusters Score -968571.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -968589.625000 Penalty: 2977.407715
	Iteration 38Q: 3 clusters Score -968589.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -968604.750000 Penalty: 2977.407715
	Iteration 39Q: 3 clusters Score -968604.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -968616.812500 Penalty: 2977.407715
	Iteration 40F: 3 clusters Score -968616.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -968632.437500 Penalty: 2977.407715
	Iteration 41Q: 3 clusters Score -968632.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -968648.187500 Penalty: 2977.407715
	Iteration 42Q: 3 clusters Score -968648.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -968665.000000 Penalty: 2977.407715
	Iteration 43Q: 3 clusters Score -968665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -968677.062500 Penalty: 2977.407715
	Iteration 44Q: 3 clusters Score -968677.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -968686.937500 Penalty: 2977.407715
	Iteration 45Q: 3 clusters Score -968686.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -968694.750000 Penalty: 2977.407715
	Iteration 46Q: 3 clusters Score -968694.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -968709.937500 Penalty: 2977.407715
	Iteration 47Q: 3 clusters Score -968709.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -968722.500000 Penalty: 2977.407715
	Iteration 48Q: 3 clusters Score -968722.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -968737.625000 Penalty: 2977.407715
	Iteration 49Q: 3 clusters Score -968737.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -968753.375000 Penalty: 2977.407715
	Iteration 50Q: 3 clusters Score -968753.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -968769.125000 Penalty: 2977.407715
	Iteration 51Q: 3 clusters Score -968769.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -968783.500000 Penalty: 2977.407715
	Iteration 52Q: 3 clusters Score -968783.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -968797.250000 Penalty: 2977.407715
	Iteration 53Q: 3 clusters Score -968797.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -968807.937500 Penalty: 2977.407715
	Iteration 54Q: 3 clusters Score -968807.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -968814.625000 Penalty: 2977.407715
	Iteration 55Q: 3 clusters Score -968814.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -968820.000000 Penalty: 2977.407715
	Iteration 56Q: 3 clusters Score -968820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -968822.625000 Penalty: 2977.407715
	Iteration 57Q: 3 clusters Score -968822.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -968827.312500 Penalty: 2977.407715
	Iteration 58Q: 3 clusters Score -968827.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -968828.812500 Penalty: 2977.407715
	Iteration 59Q: 3 clusters Score -968828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -968830.750000 Penalty: 2977.407715
	Iteration 60F: 3 clusters Score -968830.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -968833.937500 Penalty: 2977.407715
	Iteration 61Q: 3 clusters Score -968833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -968832.625000 Penalty: 2977.407715
	Iteration 62Q: 3 clusters Score -968832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -968836.625000 Penalty: 2977.407715
	Iteration 63Q: 3 clusters Score -968836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -968836.875000 Penalty: 2977.407715
	Iteration 64Q: 3 clusters Score -968836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -968838.312500 Penalty: 2977.407715
	Iteration 65Q: 3 clusters Score -968838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -968838.312500 Penalty: 2977.407715
	Iteration 66F: 3 clusters Score -968838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -128499.281250 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -128499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126689.484375 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -126689.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -127214.632812 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -127214.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127416.484375 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -127416.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127570.226562 Penalty: 2391.413086
	Iteration 3F: 3 clusters Score -127570.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -127696.140625 Penalty: 2391.413086
	Iteration 4F: 3 clusters Score -127696.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127781.953125 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -127782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -127856.429688 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -127856.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127903.867188 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -127903.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -127931.835938 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -127931.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -127950.226562 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -127950.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127956.578125 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -127956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127965.343750 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -127965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127966.898438 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -127966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -127970.335938 Penalty: 2391.413086
	Iteration 13Q: 3 clusters Score -127970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127972.664062 Penalty: 2391.413086
	Iteration 14Q: 3 clusters Score -127972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127972.664062 Penalty: 2391.413086
	Iteration 15F: 3 clusters Score -127972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Entering Unmasked Estep 
Score: -2328870.500000 Penalty: 1629.930298
	Iteration 0F: 2 clusters Score -2328870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2313480.250000 Penalty: 3259.860596
	Iteration 0F: 3 clusters Score -2313480 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2319368.750000 Penalty: 3259.860596
	Iteration 1F: 3 clusters Score -2319369 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2320003.250000 Penalty: 3259.860596
	Iteration 2F: 3 clusters Score -2320003 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2320869.500000 Penalty: 3259.860596
	Iteration 3F: 3 clusters Score -2320870 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2321887.250000 Penalty: 3259.860596
	Iteration 4F: 3 clusters Score -2321887 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2323070.750000 Penalty: 3259.860596
	Iteration 5F: 3 clusters Score -2323071 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2324125.250000 Penalty: 3259.860596
	Iteration 6F: 3 clusters Score -2324125 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2325026.500000 Penalty: 3259.860596
	Iteration 7Q: 3 clusters Score -2325026 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2325751.750000 Penalty: 3259.860596
	Iteration 8Q: 3 clusters Score -2325752 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2326281.750000 Penalty: 3259.860596
	Iteration 9Q: 3 clusters Score -2326282 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2326594.750000 Penalty: 3259.860596
	Iteration 10Q: 3 clusters Score -2326595 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2326798.750000 Penalty: 3259.860596
	Iteration 11Q: 3 clusters Score -2326799 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2326949.750000 Penalty: 3259.860596
	Iteration 12Q: 3 clusters Score -2326950 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2327093.000000 Penalty: 3259.860596
	Iteration 13Q: 3 clusters Score -2327093 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2327204.500000 Penalty: 3259.860596
	Iteration 14Q: 3 clusters Score -2327204 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2327327.000000 Penalty: 3259.860596
	Iteration 15Q: 3 clusters Score -2327327 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2327429.000000 Penalty: 3259.860596
	Iteration 16Q: 3 clusters Score -2327429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2327523.750000 Penalty: 3259.860596
	Iteration 17Q: 3 clusters Score -2327524 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2327591.250000 Penalty: 3259.860596
	Iteration 18Q: 3 clusters Score -2327591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2327656.500000 Penalty: 3259.860596
	Iteration 19Q: 3 clusters Score -2327656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2327708.500000 Penalty: 3259.860596
	Iteration 20F: 3 clusters Score -2327708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2327765.500000 Penalty: 3259.860596
	Iteration 21Q: 3 clusters Score -2327766 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2327818.500000 Penalty: 3259.860596
	Iteration 22Q: 3 clusters Score -2327818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2327865.750000 Penalty: 3259.860596
	Iteration 23Q: 3 clusters Score -2327866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2327896.500000 Penalty: 3259.860596
	Iteration 24Q: 3 clusters Score -2327896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2327913.250000 Penalty: 3259.860596
	Iteration 25Q: 3 clusters Score -2327913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2327923.000000 Penalty: 3259.860596
	Iteration 26Q: 3 clusters Score -2327923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2327935.750000 Penalty: 3259.860596
	Iteration 27Q: 3 clusters Score -2327936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2327945.750000 Penalty: 3259.860596
	Iteration 28Q: 3 clusters Score -2327946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2327944.250000 Penalty: 3259.860596
	Iteration 29Q: 3 clusters Score -2327944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2327951.250000 Penalty: 3259.860596
	Iteration 30Q: 3 clusters Score -2327951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2327954.750000 Penalty: 3259.860596
	Iteration 31Q: 3 clusters Score -2327955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2327954.750000 Penalty: 3259.860596
	Iteration 32Q: 3 clusters Score -2327955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2327963.500000 Penalty: 3259.860596
	Iteration 33Q: 3 clusters Score -2327964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2327964.000000 Penalty: 3259.860596
	Iteration 34Q: 3 clusters Score -2327964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2327963.750000 Penalty: 3259.860596
	Iteration 35Q: 3 clusters Score -2327964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2327970.750000 Penalty: 3259.860596
	Iteration 36Q: 3 clusters Score -2327971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2327976.750000 Penalty: 3259.860596
	Iteration 37Q: 3 clusters Score -2327977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2327979.000000 Penalty: 3259.860596
	Iteration 38Q: 3 clusters Score -2327979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2327981.500000 Penalty: 3259.860596
	Iteration 39Q: 3 clusters Score -2327982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2327979.500000 Penalty: 3259.860596
	Iteration 40F: 3 clusters Score -2327980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2327980.750000 Penalty: 3259.860596
	Iteration 41Q: 3 clusters Score -2327981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2327981.750000 Penalty: 3259.860596
	Iteration 42Q: 3 clusters Score -2327982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2327981.500000 Penalty: 3259.860596
	Iteration 43Q: 3 clusters Score -2327982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2327980.000000 Penalty: 3259.860596
	Iteration 44Q: 3 clusters Score -2327980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2327983.000000 Penalty: 3259.860596
	Iteration 45Q: 3 clusters Score -2327983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2327980.500000 Penalty: 3259.860596
	Iteration 46Q: 3 clusters Score -2327980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2327980.000000 Penalty: 3259.860596
	Iteration 47Q: 3 clusters Score -2327980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2327980.250000 Penalty: 3259.860596
	Iteration 48Q: 3 clusters Score -2327980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2327982.000000 Penalty: 3259.860596
	Iteration 49Q: 3 clusters Score -2327982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2327982.000000 Penalty: 3259.860596
	Iteration 50F: 3 clusters Score -2327982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -194145.906250 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -194145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -192015.687500 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -192015.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -192613.187500 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -192613.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193005.343750 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -193005.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -193332.546875 Penalty: 2476.888428
	Iteration 3F: 3 clusters Score -193332.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193599.937500 Penalty: 2476.888428
	Iteration 4F: 3 clusters Score -193599.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -193792.187500 Penalty: 2476.888428
	Iteration 5F: 3 clusters Score -193792.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -193923.625000 Penalty: 2476.888428
	Iteration 6Q: 3 clusters Score -193923.6 nChanged 55
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: -194012.453125 Penalty: 2476.888428
	Iteration 7Q: 3 clusters Score -194012.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -194112.937500 Penalty: 2476.888428
	Iteration 8Q: 3 clusters Score -194112.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -194160.593750 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -194160.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -194189.390625 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -194189.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194208.312500 Penalty: 2476.888428
	Iteration 11Q: 3 clusters Score -194208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -194216.250000 Penalty: 2476.888428
	Iteration 12Q: 3 clusters Score -194216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194224.515625 Penalty: 2476.888428
	Iteration 13Q: 3 clusters Score -194224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -194230.828125 Penalty: 2476.888428
	Iteration 14Q: 3 clusters Score -194230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -194237.265625 Penalty: 2476.888428
	Iteration 15Q: 3 clusters Score -194237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -194246.296875 Penalty: 2476.888428
	Iteration 16Q: 3 clusters Score -194246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -194255.640625 Penalty: 2476.888428
	Iteration 17Q: 3 clusters Score -194255.6 nChanged 5
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: -194259.625000 Penalty: 2476.888428
	Iteration 18Q: 3 clusters Score -194259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194261.531250 Penalty: 2476.888428
	Iteration 19Q: 3 clusters Score -194261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194325.890625 Penalty: 2476.888428
	Iteration 20F: 3 clusters Score -194325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194356.062500 Penalty: 2476.888428
	Iteration 21Q: 3 clusters Score -194356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194361.062500 Penalty: 2476.888428
	Iteration 22Q: 3 clusters Score -194361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -194362.859375 Penalty: 2476.888428
	Iteration 23Q: 3 clusters Score -194362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194369.812500 Penalty: 2476.888428
	Iteration 24Q: 3 clusters Score -194369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -194376.062500 Penalty: 2476.888428
	Iteration 25Q: 3 clusters Score -194376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194380.687500 Penalty: 2476.888428
	Iteration 26Q: 3 clusters Score -194380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -194383.984375 Penalty: 2476.888428
	Iteration 27Q: 3 clusters Score -194384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -194393.750000 Penalty: 2476.888428
	Iteration 28Q: 3 clusters Score -194393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -194405.140625 Penalty: 2476.888428
	Iteration 29Q: 3 clusters Score -194405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -194412.031250 Penalty: 2476.888428
	Iteration 30Q: 3 clusters Score -194412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -194419.546875 Penalty: 2476.888428
	Iteration 31Q: 3 clusters Score -194419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -194423.218750 Penalty: 2476.888428
	Iteration 32Q: 3 clusters Score -194423.2 nChanged 3
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: -194425.515625 Penalty: 2476.888428
	Iteration 33Q: 3 clusters Score -194425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -194431.359375 Penalty: 2476.888428
	Iteration 34Q: 3 clusters Score -194431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -194432.218750 Penalty: 2476.888428
	Iteration 35Q: 3 clusters Score -194432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -194432.218750 Penalty: 2476.888428
	Iteration 36F: 3 clusters Score -194432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Mstep: Class 41 contains 554 members 
Entering Unmasked Estep 
Score: -54946668.000000 Penalty: 88149.007812
Splitting cluster 15 changes total score from -54947220.000000 to -54946668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1264173.250000 Penalty: 1532.394287
	Iteration 0F: 2 clusters Score -1264173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1255316.500000 Penalty: 3064.788574
	Iteration 0F: 3 clusters Score -1255316 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1258357.000000 Penalty: 3064.788574
	Iteration 1F: 3 clusters Score -1258357 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1258739.500000 Penalty: 3064.788574
	Iteration 2F: 3 clusters Score -1258740 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1259279.750000 Penalty: 3064.788574
	Iteration 3F: 3 clusters Score -1259280 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1260069.875000 Penalty: 3064.788574
	Iteration 4F: 3 clusters Score -1260070 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1260783.375000 Penalty: 3064.788574
	Iteration 5F: 3 clusters Score -1260783 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1261339.875000 Penalty: 3064.788574
	Iteration 6F: 3 clusters Score -1261340 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1261812.250000 Penalty: 3064.788574
	Iteration 7F: 3 clusters Score -1261812 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1262250.375000 Penalty: 3064.788574
	Iteration 8F: 3 clusters Score -1262250 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1262625.750000 Penalty: 3064.788574
	Iteration 9Q: 3 clusters Score -1262626 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1262971.000000 Penalty: 3064.788574
	Iteration 10Q: 3 clusters Score -1262971 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1263217.250000 Penalty: 3064.788574
	Iteration 11Q: 3 clusters Score -1263217 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1263414.250000 Penalty: 3064.788574
	Iteration 12Q: 3 clusters Score -1263414 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1263541.125000 Penalty: 3064.788574
	Iteration 13Q: 3 clusters Score -1263541 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1263680.375000 Penalty: 3064.788574
	Iteration 14Q: 3 clusters Score -1263680 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1263851.375000 Penalty: 3064.788574
	Iteration 15Q: 3 clusters Score -1263851 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1264073.125000 Penalty: 3064.788574
	Iteration 16Q: 3 clusters Score -1264073 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1264260.000000 Penalty: 3064.788574
	Iteration 17Q: 3 clusters Score -1264260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1264358.125000 Penalty: 3064.788574
	Iteration 18Q: 3 clusters Score -1264358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1264433.750000 Penalty: 3064.788574
	Iteration 19Q: 3 clusters Score -1264434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1264468.250000 Penalty: 3064.788574
	Iteration 20F: 3 clusters Score -1264468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1264513.125000 Penalty: 3064.788574
	Iteration 21Q: 3 clusters Score -1264513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1264562.750000 Penalty: 3064.788574
	Iteration 22Q: 3 clusters Score -1264563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1264602.125000 Penalty: 3064.788574
	Iteration 23Q: 3 clusters Score -1264602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1264630.625000 Penalty: 3064.788574
	Iteration 24Q: 3 clusters Score -1264631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1264645.625000 Penalty: 3064.788574
	Iteration 25Q: 3 clusters Score -1264646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1264661.875000 Penalty: 3064.788574
	Iteration 26Q: 3 clusters Score -1264662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1264671.875000 Penalty: 3064.788574
	Iteration 27Q: 3 clusters Score -1264672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1264674.125000 Penalty: 3064.788574
	Iteration 28Q: 3 clusters Score -1264674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1264678.500000 Penalty: 3064.788574
	Iteration 29Q: 3 clusters Score -1264678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1264679.750000 Penalty: 3064.788574
	Iteration 30Q: 3 clusters Score -1264680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1264679.875000 Penalty: 3064.788574
	Iteration 31Q: 3 clusters Score -1264680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1264684.125000 Penalty: 3064.788574
	Iteration 32Q: 3 clusters Score -1264684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1264683.750000 Penalty: 3064.788574
	Iteration 33Q: 3 clusters Score -1264684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1264685.000000 Penalty: 3064.788574
	Iteration 34Q: 3 clusters Score -1264685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1264684.125000 Penalty: 3064.788574
	Iteration 35Q: 3 clusters Score -1264684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1264684.125000 Penalty: 3064.788574
	Iteration 36F: 3 clusters Score -1264684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3419 members 
Mstep: Class 11 contains 31057 members 
Mstep: Class 12 contains 9521 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 22705 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 67648 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 9255 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 7998 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 103618 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 2283 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 20615 members 
Mstep: Class 38 contains 4234 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 1968 members 
Mstep: Class 41 contains 10976 members 
Entering Unmasked Estep 
Score: -54947168.000000 Penalty: 88149.007812
Splitting cluster 16 changes total score from -54947220.000000 to -54947168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -38671.644531 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -38671.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37733.574219 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -37733.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37901.644531 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -37901.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37935.722656 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -37935.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37961.730469 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -37961.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37981.886719 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -37981.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38014.929688 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -38014.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38041.628906 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -38041.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38062.496094 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -38062.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -38082.554688 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -38082.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38103.863281 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -38103.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -38119.792969 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -38119.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38132.117188 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -38132.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38136.601562 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -38136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -38137.738281 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -38137.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -38172.566406 Penalty: 1964.626709
	Iteration 14F: 3 clusters Score -38172.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -38342.046875 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -38342.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38387.093750 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -38387.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -38408.320312 Penalty: 1964.626709
	Iteration 17Q: 3 clusters Score -38408.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -38451.320312 Penalty: 1964.626709
	Iteration 18Q: 3 clusters Score -38451.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38454.125000 Penalty: 1964.626709
	Iteration 19Q: 3 clusters Score -38454.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38454.261719 Penalty: 1964.626709
	Iteration 20F: 3 clusters Score -38454.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -38459.851562 Penalty: 1964.626709
	Iteration 21Q: 3 clusters Score -38459.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38461.800781 Penalty: 1964.626709
	Iteration 22Q: 3 clusters Score -38461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38461.800781 Penalty: 1964.626709
	Iteration 23F: 3 clusters Score -38461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Entering Unmasked Estep 
Score: -6927517.500000 Penalty: 1807.336914
	Iteration 0F: 2 clusters Score -6927518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -6882123.000000 Penalty: 3614.673828
	Iteration 0F: 3 clusters Score -6882123 nChanged 32215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -6901015.000000 Penalty: 3614.673828
	Iteration 1F: 3 clusters Score -6901015 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -6902268.000000 Penalty: 3614.673828
	Iteration 2Q: 3 clusters Score -6902268 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -6904200.500000 Penalty: 3614.673828
	Iteration 3F: 3 clusters Score -6904200 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -6906764.000000 Penalty: 3614.673828
	Iteration 4F: 3 clusters Score -6906764 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -6909864.500000 Penalty: 3614.673828
	Iteration 5F: 3 clusters Score -6909864 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6913136.500000 Penalty: 3614.673828
	Iteration 6F: 3 clusters Score -6913136 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -6916241.000000 Penalty: 3614.673828
	Iteration 7F: 3 clusters Score -6916241 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -6919194.000000 Penalty: 3614.673828
	Iteration 8Q: 3 clusters Score -6919194 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -6922015.000000 Penalty: 3614.673828
	Iteration 9Q: 3 clusters Score -6922015 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -6923991.500000 Penalty: 3614.673828
	Iteration 10Q: 3 clusters Score -6923992 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -6925046.500000 Penalty: 3614.673828
	Iteration 11Q: 3 clusters Score -6925046 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -6925438.000000 Penalty: 3614.673828
	Iteration 12Q: 3 clusters Score -6925438 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -6925612.500000 Penalty: 3614.673828
	Iteration 13Q: 3 clusters Score -6925612 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -6925713.500000 Penalty: 3614.673828
	Iteration 14Q: 3 clusters Score -6925714 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -6925783.500000 Penalty: 3614.673828
	Iteration 15Q: 3 clusters Score -6925784 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -6925812.500000 Penalty: 3614.673828
	Iteration 16Q: 3 clusters Score -6925812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -6925815.000000 Penalty: 3614.673828
	Iteration 17Q: 3 clusters Score -6925815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -6925851.500000 Penalty: 3614.673828
	Iteration 18Q: 3 clusters Score -6925852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -6925852.000000 Penalty: 3614.673828
	Iteration 19Q: 3 clusters Score -6925852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -6925867.000000 Penalty: 3614.673828
	Iteration 20F: 3 clusters Score -6925867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -6925863.000000 Penalty: 3614.673828
	Iteration 21Q: 3 clusters Score -6925863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -6925873.500000 Penalty: 3614.673828
	Iteration 22Q: 3 clusters Score -6925874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -6925886.500000 Penalty: 3614.673828
	Iteration 23Q: 3 clusters Score -6925886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -6925890.000000 Penalty: 3614.673828
	Iteration 24Q: 3 clusters Score -6925890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 61536 members 
Entering Unmasked Estep 
Score: -6925891.000000 Penalty: 3614.673828
	Iteration 25Q: 3 clusters Score -6925891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -6925884.500000 Penalty: 3614.673828
	Iteration 26Q: 3 clusters Score -6925884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -6925901.500000 Penalty: 3614.673828
	Iteration 27Q: 3 clusters Score -6925902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -6925906.000000 Penalty: 3614.673828
	Iteration 28Q: 3 clusters Score -6925906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -6925916.000000 Penalty: 3614.673828
	Iteration 29Q: 3 clusters Score -6925916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -6925921.000000 Penalty: 3614.673828
	Iteration 30Q: 3 clusters Score -6925921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -6925924.500000 Penalty: 3614.673828
	Iteration 31Q: 3 clusters Score -6925924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -6925925.500000 Penalty: 3614.673828
	Iteration 32Q: 3 clusters Score -6925926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -6925943.000000 Penalty: 3614.673828
	Iteration 33Q: 3 clusters Score -6925943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -6925952.500000 Penalty: 3614.673828
	Iteration 34Q: 3 clusters Score -6925952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -6925954.000000 Penalty: 3614.673828
	Iteration 35Q: 3 clusters Score -6925954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -6925952.500000 Penalty: 3614.673828
	Iteration 36Q: 3 clusters Score -6925952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -6925949.500000 Penalty: 3614.673828
	Iteration 37Q: 3 clusters Score -6925950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -6925955.500000 Penalty: 3614.673828
	Iteration 38Q: 3 clusters Score -6925956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -6925950.000000 Penalty: 3614.673828
	Iteration 39Q: 3 clusters Score -6925950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -6925957.000000 Penalty: 3614.673828
	Iteration 40F: 3 clusters Score -6925957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -6925968.500000 Penalty: 3614.673828
	Iteration 41Q: 3 clusters Score -6925968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -6925972.500000 Penalty: 3614.673828
	Iteration 42Q: 3 clusters Score -6925972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -6925978.000000 Penalty: 3614.673828
	Iteration 43Q: 3 clusters Score -6925978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -6925984.500000 Penalty: 3614.673828
	Iteration 44Q: 3 clusters Score -6925984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -6925994.500000 Penalty: 3614.673828
	Iteration 45Q: 3 clusters Score -6925994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -6925990.000000 Penalty: 3614.673828
	Iteration 46Q: 3 clusters Score -6925990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -6926000.000000 Penalty: 3614.673828
	Iteration 47Q: 3 clusters Score -6926000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -6926002.000000 Penalty: 3614.673828
	Iteration 48Q: 3 clusters Score -6926002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -6926009.500000 Penalty: 3614.673828
	Iteration 49Q: 3 clusters Score -6926010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -6926010.000000 Penalty: 3614.673828
	Iteration 50Q: 3 clusters Score -6926010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -6926018.500000 Penalty: 3614.673828
	Iteration 51Q: 3 clusters Score -6926018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -6926015.500000 Penalty: 3614.673828
	Iteration 52Q: 3 clusters Score -6926016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -6926013.000000 Penalty: 3614.673828
	Iteration 53Q: 3 clusters Score -6926013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -6926013.000000 Penalty: 3614.673828
	Iteration 54Q: 3 clusters Score -6926013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -6926007.500000 Penalty: 3614.673828
	Iteration 55Q: 3 clusters Score -6926008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -6926007.500000 Penalty: 3614.673828
	Iteration 56Q: 3 clusters Score -6926008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -6926008.000000 Penalty: 3614.673828
	Iteration 57Q: 3 clusters Score -6926008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -6926008.500000 Penalty: 3614.673828
	Iteration 58Q: 3 clusters Score -6926008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -6926010.500000 Penalty: 3614.673828
	Iteration 59Q: 3 clusters Score -6926010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -6926013.000000 Penalty: 3614.673828
	Iteration 60F: 3 clusters Score -6926013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -6926012.500000 Penalty: 3614.673828
	Iteration 61Q: 3 clusters Score -6926012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -6926018.500000 Penalty: 3614.673828
	Iteration 62Q: 3 clusters Score -6926018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -6926019.500000 Penalty: 3614.673828
	Iteration 63Q: 3 clusters Score -6926020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -6926022.000000 Penalty: 3614.673828
	Iteration 64Q: 3 clusters Score -6926022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -6926029.000000 Penalty: 3614.673828
	Iteration 65Q: 3 clusters Score -6926029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -6926026.000000 Penalty: 3614.673828
	Iteration 66Q: 3 clusters Score -6926026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -6926025.500000 Penalty: 3614.673828
	Iteration 67Q: 3 clusters Score -6926026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -6926025.500000 Penalty: 3614.673828
	Iteration 68Q: 3 clusters Score -6926026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -6926027.000000 Penalty: 3614.673828
	Iteration 69Q: 3 clusters Score -6926027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -6926028.500000 Penalty: 3614.673828
	Iteration 70Q: 3 clusters Score -6926028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -6926026.500000 Penalty: 3614.673828
	Iteration 71Q: 3 clusters Score -6926026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -6926020.500000 Penalty: 3614.673828
	Iteration 72Q: 3 clusters Score -6926020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -6926015.000000 Penalty: 3614.673828
	Iteration 73Q: 3 clusters Score -6926015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -6926017.000000 Penalty: 3614.673828
	Iteration 74Q: 3 clusters Score -6926017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -6926022.500000 Penalty: 3614.673828
	Iteration 75Q: 3 clusters Score -6926022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -6926022.000000 Penalty: 3614.673828
	Iteration 76Q: 3 clusters Score -6926022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -6926022.500000 Penalty: 3614.673828
	Iteration 77Q: 3 clusters Score -6926022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -6926021.500000 Penalty: 3614.673828
	Iteration 78Q: 3 clusters Score -6926022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -6926017.000000 Penalty: 3614.673828
	Iteration 79Q: 3 clusters Score -6926017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -6926021.000000 Penalty: 3614.673828
	Iteration 80F: 3 clusters Score -6926021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -6926025.500000 Penalty: 3614.673828
	Iteration 81Q: 3 clusters Score -6926026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -6926028.000000 Penalty: 3614.673828
	Iteration 82Q: 3 clusters Score -6926028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -6926024.000000 Penalty: 3614.673828
	Iteration 83Q: 3 clusters Score -6926024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -6926022.000000 Penalty: 3614.673828
	Iteration 84Q: 3 clusters Score -6926022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -6926032.000000 Penalty: 3614.673828
	Iteration 85Q: 3 clusters Score -6926032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -6926033.500000 Penalty: 3614.673828
	Iteration 86Q: 3 clusters Score -6926034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -6926032.500000 Penalty: 3614.673828
	Iteration 87Q: 3 clusters Score -6926032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -6926032.500000 Penalty: 3614.673828
	Iteration 88Q: 3 clusters Score -6926032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -6926028.000000 Penalty: 3614.673828
	Iteration 89Q: 3 clusters Score -6926028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -6926025.000000 Penalty: 3614.673828
	Iteration 90Q: 3 clusters Score -6926025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -6926020.500000 Penalty: 3614.673828
	Iteration 91Q: 3 clusters Score -6926020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -6926016.000000 Penalty: 3614.673828
	Iteration 92Q: 3 clusters Score -6926016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -6926015.500000 Penalty: 3614.673828
	Iteration 93Q: 3 clusters Score -6926016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -6926025.000000 Penalty: 3614.673828
	Iteration 94Q: 3 clusters Score -6926025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -6926024.000000 Penalty: 3614.673828
	Iteration 95Q: 3 clusters Score -6926024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -6926024.500000 Penalty: 3614.673828
	Iteration 96Q: 3 clusters Score -6926024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -6926022.000000 Penalty: 3614.673828
	Iteration 97Q: 3 clusters Score -6926022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -6926022.000000 Penalty: 3614.673828
	Iteration 98F: 3 clusters Score -6926022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Entering Unmasked Estep 
Score: -7997621.000000 Penalty: 1825.373169
	Iteration 0F: 2 clusters Score -7997621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7947033.500000 Penalty: 3650.746338
	Iteration 0F: 3 clusters Score -7947034 nChanged 35942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7967648.000000 Penalty: 3650.746338
	Iteration 1F: 3 clusters Score -7967648 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7968391.500000 Penalty: 3650.746338
	Iteration 2Q: 3 clusters Score -7968392 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -7969458.000000 Penalty: 3650.746338
	Iteration 3Q: 3 clusters Score -7969458 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -7971658.000000 Penalty: 3650.746338
	Iteration 4F: 3 clusters Score -7971658 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -7975620.500000 Penalty: 3650.746338
	Iteration 5F: 3 clusters Score -7975620 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7981550.500000 Penalty: 3650.746338
	Iteration 6F: 3 clusters Score -7981550 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -7987904.000000 Penalty: 3650.746338
	Iteration 7F: 3 clusters Score -7987904 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -7992214.000000 Penalty: 3650.746338
	Iteration 8F: 3 clusters Score -7992214 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -7994479.000000 Penalty: 3650.746338
	Iteration 9Q: 3 clusters Score -7994479 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -7995558.000000 Penalty: 3650.746338
	Iteration 10Q: 3 clusters Score -7995558 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -7996107.500000 Penalty: 3650.746338
	Iteration 11Q: 3 clusters Score -7996108 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -7996395.000000 Penalty: 3650.746338
	Iteration 12Q: 3 clusters Score -7996395 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -7996508.000000 Penalty: 3650.746338
	Iteration 13Q: 3 clusters Score -7996508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -7996560.000000 Penalty: 3650.746338
	Iteration 14Q: 3 clusters Score -7996560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -7996605.000000 Penalty: 3650.746338
	Iteration 15Q: 3 clusters Score -7996605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -7996632.000000 Penalty: 3650.746338
	Iteration 16Q: 3 clusters Score -7996632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -7996638.000000 Penalty: 3650.746338
	Iteration 17Q: 3 clusters Score -7996638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -7996641.500000 Penalty: 3650.746338
	Iteration 18Q: 3 clusters Score -7996642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -7996646.500000 Penalty: 3650.746338
	Iteration 19Q: 3 clusters Score -7996646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -7996651.000000 Penalty: 3650.746338
	Iteration 20F: 3 clusters Score -7996651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -7996656.000000 Penalty: 3650.746338
	Iteration 21Q: 3 clusters Score -7996656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -7996651.500000 Penalty: 3650.746338
	Iteration 22Q: 3 clusters Score -7996652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -7996651.000000 Penalty: 3650.746338
	Iteration 23Q: 3 clusters Score -7996651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -7996658.000000 Penalty: 3650.746338
	Iteration 24Q: 3 clusters Score -7996658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -7996658.000000 Penalty: 3650.746338
	Iteration 25Q: 3 clusters Score -7996658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -7996657.500000 Penalty: 3650.746338
	Iteration 26Q: 3 clusters Score -7996658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -7996663.500000 Penalty: 3650.746338
	Iteration 27Q: 3 clusters Score -7996664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -7996678.000000 Penalty: 3650.746338
	Iteration 28Q: 3 clusters Score -7996678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -7996682.500000 Penalty: 3650.746338
	Iteration 29Q: 3 clusters Score -7996682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -7996685.500000 Penalty: 3650.746338
	Iteration 30Q: 3 clusters Score -7996686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -7996686.500000 Penalty: 3650.746338
	Iteration 31Q: 3 clusters Score -7996686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -7996690.500000 Penalty: 3650.746338
	Iteration 32Q: 3 clusters Score -7996690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -7996686.000000 Penalty: 3650.746338
	Iteration 33Q: 3 clusters Score -7996686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -7996687.000000 Penalty: 3650.746338
	Iteration 34Q: 3 clusters Score -7996687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -7996680.500000 Penalty: 3650.746338
	Iteration 35Q: 3 clusters Score -7996680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -7996682.000000 Penalty: 3650.746338
	Iteration 36Q: 3 clusters Score -7996682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -7996682.500000 Penalty: 3650.746338
	Iteration 37Q: 3 clusters Score -7996682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -7996681.500000 Penalty: 3650.746338
	Iteration 38Q: 3 clusters Score -7996682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -7996681.500000 Penalty: 3650.746338
	Iteration 39F: 3 clusters Score -7996682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -375507.218750 Penalty: 1339.832275
	Iteration 0F: 2 clusters Score -375507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -372283.531250 Penalty: 2679.664551
	Iteration 0F: 3 clusters Score -372283.5 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -373120.656250 Penalty: 2679.664551
	Iteration 1F: 3 clusters Score -373120.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -373334.468750 Penalty: 2679.664551
	Iteration 2F: 3 clusters Score -373334.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -373537.250000 Penalty: 2679.664551
	Iteration 3F: 3 clusters Score -373537.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -373819.468750 Penalty: 2679.664551
	Iteration 4F: 3 clusters Score -373819.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -374195.375000 Penalty: 2679.664551
	Iteration 5F: 3 clusters Score -374195.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -374499.156250 Penalty: 2679.664551
	Iteration 6F: 3 clusters Score -374499.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -374768.750000 Penalty: 2679.664551
	Iteration 7F: 3 clusters Score -374768.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -374973.062500 Penalty: 2679.664551
	Iteration 8F: 3 clusters Score -374973.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -375104.937500 Penalty: 2679.664551
	Iteration 9Q: 3 clusters Score -375104.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -375225.000000 Penalty: 2679.664551
	Iteration 10Q: 3 clusters Score -375225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -375319.562500 Penalty: 2679.664551
	Iteration 11Q: 3 clusters Score -375319.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -375371.437500 Penalty: 2679.664551
	Iteration 12Q: 3 clusters Score -375371.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375400.843750 Penalty: 2679.664551
	Iteration 13Q: 3 clusters Score -375400.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -375414.593750 Penalty: 2679.664551
	Iteration 14Q: 3 clusters Score -375414.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -375422.437500 Penalty: 2679.664551
	Iteration 15Q: 3 clusters Score -375422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -375428.062500 Penalty: 2679.664551
	Iteration 16Q: 3 clusters Score -375428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -375432.125000 Penalty: 2679.664551
	Iteration 17Q: 3 clusters Score -375432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375433.875000 Penalty: 2679.664551
	Iteration 18Q: 3 clusters Score -375433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -375434.250000 Penalty: 2679.664551
	Iteration 19Q: 3 clusters Score -375434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -375434.156250 Penalty: 2679.664551
	Iteration 20F: 3 clusters Score -375434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -375434.687500 Penalty: 2679.664551
	Iteration 21Q: 3 clusters Score -375434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -375434.687500 Penalty: 2679.664551
	Iteration 22Q: 3 clusters Score -375434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -375434.687500 Penalty: 2679.664551
	Iteration 23F: 3 clusters Score -375434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -235466.625000 Penalty: 1264.299194
	Iteration 0F: 2 clusters Score -235466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -233126.828125 Penalty: 2528.598389
	Iteration 0F: 3 clusters Score -233126.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -233642.781250 Penalty: 2528.598389
	Iteration 1F: 3 clusters Score -233642.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -233753.453125 Penalty: 2528.598389
	Iteration 2F: 3 clusters Score -233753.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -233823.265625 Penalty: 2528.598389
	Iteration 3Q: 3 clusters Score -233823.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -233862.546875 Penalty: 2528.598389
	Iteration 4Q: 3 clusters Score -233862.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -233887.187500 Penalty: 2528.598389
	Iteration 5Q: 3 clusters Score -233887.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -233912.718750 Penalty: 2528.598389
	Iteration 6Q: 3 clusters Score -233912.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -233940.796875 Penalty: 2528.598389
	Iteration 7Q: 3 clusters Score -233940.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -233959.218750 Penalty: 2528.598389
	Iteration 8Q: 3 clusters Score -233959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -233978.828125 Penalty: 2528.598389
	Iteration 9Q: 3 clusters Score -233978.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -233992.421875 Penalty: 2528.598389
	Iteration 10Q: 3 clusters Score -233992.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -234005.468750 Penalty: 2528.598389
	Iteration 11Q: 3 clusters Score -234005.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -234020.234375 Penalty: 2528.598389
	Iteration 12Q: 3 clusters Score -234020.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -234032.750000 Penalty: 2528.598389
	Iteration 13Q: 3 clusters Score -234032.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -234046.218750 Penalty: 2528.598389
	Iteration 14Q: 3 clusters Score -234046.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -234057.281250 Penalty: 2528.598389
	Iteration 15Q: 3 clusters Score -234057.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -234064.187500 Penalty: 2528.598389
	Iteration 16Q: 3 clusters Score -234064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -234074.156250 Penalty: 2528.598389
	Iteration 17Q: 3 clusters Score -234074.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -234085.343750 Penalty: 2528.598389
	Iteration 18Q: 3 clusters Score -234085.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -234098.156250 Penalty: 2528.598389
	Iteration 19Q: 3 clusters Score -234098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -234109.406250 Penalty: 2528.598389
	Iteration 20F: 3 clusters Score -234109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -234116.093750 Penalty: 2528.598389
	Iteration 21Q: 3 clusters Score -234116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -234121.046875 Penalty: 2528.598389
	Iteration 22Q: 3 clusters Score -234121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -234126.453125 Penalty: 2528.598389
	Iteration 23Q: 3 clusters Score -234126.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -234130.640625 Penalty: 2528.598389
	Iteration 24Q: 3 clusters Score -234130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -234134.375000 Penalty: 2528.598389
	Iteration 25Q: 3 clusters Score -234134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -234139.359375 Penalty: 2528.598389
	Iteration 26Q: 3 clusters Score -234139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -234143.562500 Penalty: 2528.598389
	Iteration 27Q: 3 clusters Score -234143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234145.859375 Penalty: 2528.598389
	Iteration 28Q: 3 clusters Score -234145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234147.828125 Penalty: 2528.598389
	Iteration 29Q: 3 clusters Score -234147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -234148.671875 Penalty: 2528.598389
	Iteration 30Q: 3 clusters Score -234148.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -234148.671875 Penalty: 2528.598389
	Iteration 31F: 3 clusters Score -234148.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -943949.625000 Penalty: 1484.099365
	Iteration 0F: 2 clusters Score -943949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -937269.125000 Penalty: 2968.198730
	Iteration 0F: 3 clusters Score -937269.1 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -939468.562500 Penalty: 2968.198730
	Iteration 1F: 3 clusters Score -939468.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -939713.562500 Penalty: 2968.198730
	Iteration 2F: 3 clusters Score -939713.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -939922.500000 Penalty: 2968.198730
	Iteration 3Q: 3 clusters Score -939922.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -940114.500000 Penalty: 2968.198730
	Iteration 4Q: 3 clusters Score -940114.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -940305.375000 Penalty: 2968.198730
	Iteration 5Q: 3 clusters Score -940305.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -940479.812500 Penalty: 2968.198730
	Iteration 6Q: 3 clusters Score -940479.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -940669.750000 Penalty: 2968.198730
	Iteration 7Q: 3 clusters Score -940669.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -940878.812500 Penalty: 2968.198730
	Iteration 8Q: 3 clusters Score -940878.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -941104.500000 Penalty: 2968.198730
	Iteration 9Q: 3 clusters Score -941104.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -941373.312500 Penalty: 2968.198730
	Iteration 10Q: 3 clusters Score -941373.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -941653.562500 Penalty: 2968.198730
	Iteration 11Q: 3 clusters Score -941653.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -941969.312500 Penalty: 2968.198730
	Iteration 12Q: 3 clusters Score -941969.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -942244.687500 Penalty: 2968.198730
	Iteration 13Q: 3 clusters Score -942244.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -942433.312500 Penalty: 2968.198730
	Iteration 14Q: 3 clusters Score -942433.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -942571.500000 Penalty: 2968.198730
	Iteration 15Q: 3 clusters Score -942571.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -942683.250000 Penalty: 2968.198730
	Iteration 16Q: 3 clusters Score -942683.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -942771.562500 Penalty: 2968.198730
	Iteration 17Q: 3 clusters Score -942771.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -942871.062500 Penalty: 2968.198730
	Iteration 18Q: 3 clusters Score -942871.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -942992.250000 Penalty: 2968.198730
	Iteration 19Q: 3 clusters Score -942992.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -943107.125000 Penalty: 2968.198730
	Iteration 20F: 3 clusters Score -943107.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -943174.937500 Penalty: 2968.198730
	Iteration 21Q: 3 clusters Score -943174.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -943227.812500 Penalty: 2968.198730
	Iteration 22Q: 3 clusters Score -943227.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -943259.250000 Penalty: 2968.198730
	Iteration 23Q: 3 clusters Score -943259.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -943271.187500 Penalty: 2968.198730
	Iteration 24Q: 3 clusters Score -943271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -943275.437500 Penalty: 2968.198730
	Iteration 25Q: 3 clusters Score -943275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -943277.000000 Penalty: 2968.198730
	Iteration 26Q: 3 clusters Score -943277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -943277.875000 Penalty: 2968.198730
	Iteration 27Q: 3 clusters Score -943277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -943278.187500 Penalty: 2968.198730
	Iteration 28Q: 3 clusters Score -943278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -943277.937500 Penalty: 2968.198730
	Iteration 29Q: 3 clusters Score -943277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -943278.375000 Penalty: 2968.198730
	Iteration 30Q: 3 clusters Score -943278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -943278.375000 Penalty: 2968.198730
	Iteration 31F: 3 clusters Score -943278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -368181.625000 Penalty: 1355.982056
	Iteration 0F: 2 clusters Score -368181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -364773.156250 Penalty: 2711.964111
	Iteration 0F: 3 clusters Score -364773.2 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -365881.312500 Penalty: 2711.964111
	Iteration 1F: 3 clusters Score -365881.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -366184.500000 Penalty: 2711.964111
	Iteration 2F: 3 clusters Score -366184.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -366404.062500 Penalty: 2711.964111
	Iteration 3F: 3 clusters Score -366404.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -366560.906250 Penalty: 2711.964111
	Iteration 4Q: 3 clusters Score -366560.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -366707.562500 Penalty: 2711.964111
	Iteration 5Q: 3 clusters Score -366707.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -366823.781250 Penalty: 2711.964111
	Iteration 6Q: 3 clusters Score -366823.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -366918.593750 Penalty: 2711.964111
	Iteration 7Q: 3 clusters Score -366918.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -366998.875000 Penalty: 2711.964111
	Iteration 8Q: 3 clusters Score -366998.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -367092.593750 Penalty: 2711.964111
	Iteration 9Q: 3 clusters Score -367092.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -367185.718750 Penalty: 2711.964111
	Iteration 10Q: 3 clusters Score -367185.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -367296.468750 Penalty: 2711.964111
	Iteration 11Q: 3 clusters Score -367296.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -367390.468750 Penalty: 2711.964111
	Iteration 12Q: 3 clusters Score -367390.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -367449.687500 Penalty: 2711.964111
	Iteration 13Q: 3 clusters Score -367449.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -367488.218750 Penalty: 2711.964111
	Iteration 14Q: 3 clusters Score -367488.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -367526.125000 Penalty: 2711.964111
	Iteration 15Q: 3 clusters Score -367526.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -367552.750000 Penalty: 2711.964111
	Iteration 16Q: 3 clusters Score -367552.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -367574.937500 Penalty: 2711.964111
	Iteration 17Q: 3 clusters Score -367574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -367587.531250 Penalty: 2711.964111
	Iteration 18Q: 3 clusters Score -367587.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -367593.906250 Penalty: 2711.964111
	Iteration 19Q: 3 clusters Score -367593.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -367598.562500 Penalty: 2711.964111
	Iteration 20F: 3 clusters Score -367598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -367602.031250 Penalty: 2711.964111
	Iteration 21Q: 3 clusters Score -367602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -367602.656250 Penalty: 2711.964111
	Iteration 22Q: 3 clusters Score -367602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -367607.937500 Penalty: 2711.964111
	Iteration 23Q: 3 clusters Score -367607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -367612.718750 Penalty: 2711.964111
	Iteration 24Q: 3 clusters Score -367612.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -367619.718750 Penalty: 2711.964111
	Iteration 25Q: 3 clusters Score -367619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -367623.593750 Penalty: 2711.964111
	Iteration 26Q: 3 clusters Score -367623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -367627.375000 Penalty: 2711.964111
	Iteration 27Q: 3 clusters Score -367627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -367628.843750 Penalty: 2711.964111
	Iteration 28Q: 3 clusters Score -367628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -367628.718750 Penalty: 2711.964111
	Iteration 29Q: 3 clusters Score -367628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -367628.718750 Penalty: 2711.964111
	Iteration 30F: 3 clusters Score -367628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Entering Unmasked Estep 
Score: -560559.562500 Penalty: 1399.885986
	Iteration 0F: 2 clusters Score -560559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -556279.625000 Penalty: 2799.771973
	Iteration 0F: 3 clusters Score -556279.6 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557496.687500 Penalty: 2799.771973
	Iteration 1F: 3 clusters Score -557496.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -557705.312500 Penalty: 2799.771973
	Iteration 2F: 3 clusters Score -557705.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -557851.562500 Penalty: 2799.771973
	Iteration 3F: 3 clusters Score -557851.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -557966.937500 Penalty: 2799.771973
	Iteration 4Q: 3 clusters Score -557966.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -558065.500000 Penalty: 2799.771973
	Iteration 5Q: 3 clusters Score -558065.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -558131.562500 Penalty: 2799.771973
	Iteration 6Q: 3 clusters Score -558131.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -558188.750000 Penalty: 2799.771973
	Iteration 7Q: 3 clusters Score -558188.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -558236.937500 Penalty: 2799.771973
	Iteration 8Q: 3 clusters Score -558236.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -558273.562500 Penalty: 2799.771973
	Iteration 9Q: 3 clusters Score -558273.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -558308.187500 Penalty: 2799.771973
	Iteration 10Q: 3 clusters Score -558308.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -558342.687500 Penalty: 2799.771973
	Iteration 11Q: 3 clusters Score -558342.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -558385.937500 Penalty: 2799.771973
	Iteration 12Q: 3 clusters Score -558385.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -558426.750000 Penalty: 2799.771973
	Iteration 13Q: 3 clusters Score -558426.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -558467.312500 Penalty: 2799.771973
	Iteration 14Q: 3 clusters Score -558467.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -558505.000000 Penalty: 2799.771973
	Iteration 15Q: 3 clusters Score -558505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -558548.687500 Penalty: 2799.771973
	Iteration 16Q: 3 clusters Score -558548.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -558605.437500 Penalty: 2799.771973
	Iteration 17Q: 3 clusters Score -558605.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -558668.937500 Penalty: 2799.771973
	Iteration 18Q: 3 clusters Score -558668.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -558729.250000 Penalty: 2799.771973
	Iteration 19Q: 3 clusters Score -558729.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -558785.750000 Penalty: 2799.771973
	Iteration 20F: 3 clusters Score -558785.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -558853.937500 Penalty: 2799.771973
	Iteration 21Q: 3 clusters Score -558853.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -558922.562500 Penalty: 2799.771973
	Iteration 22Q: 3 clusters Score -558922.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -558981.625000 Penalty: 2799.771973
	Iteration 23Q: 3 clusters Score -558981.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -559032.375000 Penalty: 2799.771973
	Iteration 24Q: 3 clusters Score -559032.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -559070.125000 Penalty: 2799.771973
	Iteration 25Q: 3 clusters Score -559070.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -559100.625000 Penalty: 2799.771973
	Iteration 26Q: 3 clusters Score -559100.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -559125.500000 Penalty: 2799.771973
	Iteration 27Q: 3 clusters Score -559125.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -559147.937500 Penalty: 2799.771973
	Iteration 28Q: 3 clusters Score -559147.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -559169.562500 Penalty: 2799.771973
	Iteration 29Q: 3 clusters Score -559169.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -559194.687500 Penalty: 2799.771973
	Iteration 30Q: 3 clusters Score -559194.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -559223.875000 Penalty: 2799.771973
	Iteration 31Q: 3 clusters Score -559223.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -559249.125000 Penalty: 2799.771973
	Iteration 32Q: 3 clusters Score -559249.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -559281.562500 Penalty: 2799.771973
	Iteration 33Q: 3 clusters Score -559281.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -559319.625000 Penalty: 2799.771973
	Iteration 34Q: 3 clusters Score -559319.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -559344.562500 Penalty: 2799.771973
	Iteration 35Q: 3 clusters Score -559344.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -559366.500000 Penalty: 2799.771973
	Iteration 36Q: 3 clusters Score -559366.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -559382.750000 Penalty: 2799.771973
	Iteration 37Q: 3 clusters Score -559382.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -559398.750000 Penalty: 2799.771973
	Iteration 38Q: 3 clusters Score -559398.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -559416.000000 Penalty: 2799.771973
	Iteration 39Q: 3 clusters Score -559416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -559430.750000 Penalty: 2799.771973
	Iteration 40F: 3 clusters Score -559430.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -559452.500000 Penalty: 2799.771973
	Iteration 41Q: 3 clusters Score -559452.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -559476.125000 Penalty: 2799.771973
	Iteration 42Q: 3 clusters Score -559476.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -559500.812500 Penalty: 2799.771973
	Iteration 43Q: 3 clusters Score -559500.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -559518.312500 Penalty: 2799.771973
	Iteration 44Q: 3 clusters Score -559518.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -559543.187500 Penalty: 2799.771973
	Iteration 45Q: 3 clusters Score -559543.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -559575.187500 Penalty: 2799.771973
	Iteration 46Q: 3 clusters Score -559575.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -559607.500000 Penalty: 2799.771973
	Iteration 47Q: 3 clusters Score -559607.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -559628.000000 Penalty: 2799.771973
	Iteration 48Q: 3 clusters Score -559628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -559645.875000 Penalty: 2799.771973
	Iteration 49Q: 3 clusters Score -559645.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -559656.687500 Penalty: 2799.771973
	Iteration 50Q: 3 clusters Score -559656.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -559670.875000 Penalty: 2799.771973
	Iteration 51Q: 3 clusters Score -559670.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -559689.000000 Penalty: 2799.771973
	Iteration 52Q: 3 clusters Score -559689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -559718.562500 Penalty: 2799.771973
	Iteration 53Q: 3 clusters Score -559718.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -559746.937500 Penalty: 2799.771973
	Iteration 54Q: 3 clusters Score -559746.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -559768.062500 Penalty: 2799.771973
	Iteration 55Q: 3 clusters Score -559768.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -559780.562500 Penalty: 2799.771973
	Iteration 56Q: 3 clusters Score -559780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -559788.437500 Penalty: 2799.771973
	Iteration 57Q: 3 clusters Score -559788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -559791.875000 Penalty: 2799.771973
	Iteration 58Q: 3 clusters Score -559791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -559793.500000 Penalty: 2799.771973
	Iteration 59Q: 3 clusters Score -559793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -559793.687500 Penalty: 2799.771973
	Iteration 60F: 3 clusters Score -559793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -875172.500000 Penalty: 1487.934204
	Iteration 0F: 2 clusters Score -875172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -868446.937500 Penalty: 2975.868408
	Iteration 0F: 3 clusters Score -868446.9 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -870568.625000 Penalty: 2975.868408
	Iteration 1F: 3 clusters Score -870568.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -870832.750000 Penalty: 2975.868408
	Iteration 2F: 3 clusters Score -870832.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -871073.750000 Penalty: 2975.868408
	Iteration 3F: 3 clusters Score -871073.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -871302.187500 Penalty: 2975.868408
	Iteration 4Q: 3 clusters Score -871302.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -871571.875000 Penalty: 2975.868408
	Iteration 5Q: 3 clusters Score -871571.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -871921.812500 Penalty: 2975.868408
	Iteration 6F: 3 clusters Score -871921.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -872280.437500 Penalty: 2975.868408
	Iteration 7F: 3 clusters Score -872280.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -872639.187500 Penalty: 2975.868408
	Iteration 8F: 3 clusters Score -872639.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -872984.937500 Penalty: 2975.868408
	Iteration 9Q: 3 clusters Score -872984.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -873272.875000 Penalty: 2975.868408
	Iteration 10Q: 3 clusters Score -873272.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -873463.875000 Penalty: 2975.868408
	Iteration 11Q: 3 clusters Score -873463.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -873582.250000 Penalty: 2975.868408
	Iteration 12Q: 3 clusters Score -873582.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -873663.812500 Penalty: 2975.868408
	Iteration 13Q: 3 clusters Score -873663.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -873727.937500 Penalty: 2975.868408
	Iteration 14Q: 3 clusters Score -873727.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -873775.125000 Penalty: 2975.868408
	Iteration 15Q: 3 clusters Score -873775.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -873806.312500 Penalty: 2975.868408
	Iteration 16Q: 3 clusters Score -873806.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -873835.125000 Penalty: 2975.868408
	Iteration 17Q: 3 clusters Score -873835.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -873854.812500 Penalty: 2975.868408
	Iteration 18Q: 3 clusters Score -873854.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -873870.625000 Penalty: 2975.868408
	Iteration 19Q: 3 clusters Score -873870.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -873887.000000 Penalty: 2975.868408
	Iteration 20F: 3 clusters Score -873887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -873904.500000 Penalty: 2975.868408
	Iteration 21Q: 3 clusters Score -873904.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -873923.875000 Penalty: 2975.868408
	Iteration 22Q: 3 clusters Score -873923.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -873946.937500 Penalty: 2975.868408
	Iteration 23Q: 3 clusters Score -873946.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -873963.250000 Penalty: 2975.868408
	Iteration 24Q: 3 clusters Score -873963.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -873981.812500 Penalty: 2975.868408
	Iteration 25Q: 3 clusters Score -873981.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -874003.875000 Penalty: 2975.868408
	Iteration 26Q: 3 clusters Score -874003.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -874023.250000 Penalty: 2975.868408
	Iteration 27Q: 3 clusters Score -874023.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -874039.687500 Penalty: 2975.868408
	Iteration 28Q: 3 clusters Score -874039.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -874048.062500 Penalty: 2975.868408
	Iteration 29Q: 3 clusters Score -874048.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -874059.250000 Penalty: 2975.868408
	Iteration 30Q: 3 clusters Score -874059.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -874074.312500 Penalty: 2975.868408
	Iteration 31Q: 3 clusters Score -874074.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -874087.375000 Penalty: 2975.868408
	Iteration 32Q: 3 clusters Score -874087.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -874099.187500 Penalty: 2975.868408
	Iteration 33Q: 3 clusters Score -874099.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -874108.687500 Penalty: 2975.868408
	Iteration 34Q: 3 clusters Score -874108.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -874120.625000 Penalty: 2975.868408
	Iteration 35Q: 3 clusters Score -874120.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -874126.687500 Penalty: 2975.868408
	Iteration 36Q: 3 clusters Score -874126.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -874134.062500 Penalty: 2975.868408
	Iteration 37Q: 3 clusters Score -874134.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -874136.812500 Penalty: 2975.868408
	Iteration 38Q: 3 clusters Score -874136.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -874146.500000 Penalty: 2975.868408
	Iteration 39Q: 3 clusters Score -874146.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -874156.125000 Penalty: 2975.868408
	Iteration 40F: 3 clusters Score -874156.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -874168.937500 Penalty: 2975.868408
	Iteration 41Q: 3 clusters Score -874168.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -874184.500000 Penalty: 2975.868408
	Iteration 42Q: 3 clusters Score -874184.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -874199.062500 Penalty: 2975.868408
	Iteration 43Q: 3 clusters Score -874199.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -874212.687500 Penalty: 2975.868408
	Iteration 44Q: 3 clusters Score -874212.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -874225.500000 Penalty: 2975.868408
	Iteration 45Q: 3 clusters Score -874225.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -874240.625000 Penalty: 2975.868408
	Iteration 46Q: 3 clusters Score -874240.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -874251.375000 Penalty: 2975.868408
	Iteration 47Q: 3 clusters Score -874251.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -874262.375000 Penalty: 2975.868408
	Iteration 48Q: 3 clusters Score -874262.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -874274.250000 Penalty: 2975.868408
	Iteration 49Q: 3 clusters Score -874274.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -874281.937500 Penalty: 2975.868408
	Iteration 50Q: 3 clusters Score -874281.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -874287.437500 Penalty: 2975.868408
	Iteration 51Q: 3 clusters Score -874287.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -874293.250000 Penalty: 2975.868408
	Iteration 52Q: 3 clusters Score -874293.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -874297.937500 Penalty: 2975.868408
	Iteration 53Q: 3 clusters Score -874297.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -874305.937500 Penalty: 2975.868408
	Iteration 54Q: 3 clusters Score -874305.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -874315.062500 Penalty: 2975.868408
	Iteration 55Q: 3 clusters Score -874315.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -874325.937500 Penalty: 2975.868408
	Iteration 56Q: 3 clusters Score -874325.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -874340.750000 Penalty: 2975.868408
	Iteration 57Q: 3 clusters Score -874340.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -874353.375000 Penalty: 2975.868408
	Iteration 58Q: 3 clusters Score -874353.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -874363.750000 Penalty: 2975.868408
	Iteration 59Q: 3 clusters Score -874363.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -874371.375000 Penalty: 2975.868408
	Iteration 60F: 3 clusters Score -874371.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -874383.000000 Penalty: 2975.868408
	Iteration 61Q: 3 clusters Score -874383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -874395.062500 Penalty: 2975.868408
	Iteration 62Q: 3 clusters Score -874395.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -874408.625000 Penalty: 2975.868408
	Iteration 63Q: 3 clusters Score -874408.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -874426.750000 Penalty: 2975.868408
	Iteration 64Q: 3 clusters Score -874426.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -874449.375000 Penalty: 2975.868408
	Iteration 65Q: 3 clusters Score -874449.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -874465.250000 Penalty: 2975.868408
	Iteration 66Q: 3 clusters Score -874465.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -874479.375000 Penalty: 2975.868408
	Iteration 67Q: 3 clusters Score -874479.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -874500.000000 Penalty: 2975.868408
	Iteration 68Q: 3 clusters Score -874500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -874519.875000 Penalty: 2975.868408
	Iteration 69Q: 3 clusters Score -874519.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -874540.312500 Penalty: 2975.868408
	Iteration 70Q: 3 clusters Score -874540.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -874550.875000 Penalty: 2975.868408
	Iteration 71Q: 3 clusters Score -874550.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -874565.750000 Penalty: 2975.868408
	Iteration 72Q: 3 clusters Score -874565.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -874573.750000 Penalty: 2975.868408
	Iteration 73Q: 3 clusters Score -874573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -874582.437500 Penalty: 2975.868408
	Iteration 74Q: 3 clusters Score -874582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -874585.750000 Penalty: 2975.868408
	Iteration 75Q: 3 clusters Score -874585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -874590.687500 Penalty: 2975.868408
	Iteration 76Q: 3 clusters Score -874590.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -874590.937500 Penalty: 2975.868408
	Iteration 77Q: 3 clusters Score -874590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -874594.625000 Penalty: 2975.868408
	Iteration 78Q: 3 clusters Score -874594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -874599.125000 Penalty: 2975.868408
	Iteration 79Q: 3 clusters Score -874599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -874602.062500 Penalty: 2975.868408
	Iteration 80F: 3 clusters Score -874602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -874604.750000 Penalty: 2975.868408
	Iteration 81Q: 3 clusters Score -874604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -874606.875000 Penalty: 2975.868408
	Iteration 82Q: 3 clusters Score -874606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -874607.250000 Penalty: 2975.868408
	Iteration 83Q: 3 clusters Score -874607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -874608.562500 Penalty: 2975.868408
	Iteration 84Q: 3 clusters Score -874608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -874607.312500 Penalty: 2975.868408
	Iteration 85Q: 3 clusters Score -874607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -874606.812500 Penalty: 2975.868408
	Iteration 86Q: 3 clusters Score -874606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -874606.062500 Penalty: 2975.868408
	Iteration 87Q: 3 clusters Score -874606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -874606.062500 Penalty: 2975.868408
	Iteration 88F: 3 clusters Score -874606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -279848.312500 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -279848.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -277190.312500 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -277190.3 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -277839.187500 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -277839.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -277949.937500 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -277949.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -278032.187500 Penalty: 2591.611328
	Iteration 3Q: 3 clusters Score -278032.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -278097.281250 Penalty: 2591.611328
	Iteration 4Q: 3 clusters Score -278097.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -278149.156250 Penalty: 2591.611328
	Iteration 5Q: 3 clusters Score -278149.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -278184.312500 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -278184.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -278213.156250 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -278213.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -278231.843750 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -278231.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -278245.437500 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -278245.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -278260.781250 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -278260.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -278267.843750 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -278267.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -278274.218750 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -278274.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -278279.031250 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -278279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -278284.718750 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -278284.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -278289.937500 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -278289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -278295.250000 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -278295.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -278300.718750 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -278300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -278306.000000 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -278306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278309.593750 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -278309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -278312.937500 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -278312.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -278315.468750 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -278315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278316.750000 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -278316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278319.937500 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -278319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278322.062500 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -278322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -278327.312500 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -278327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -278331.843750 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -278331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -278334.125000 Penalty: 2591.611328
	Iteration 27Q: 3 clusters Score -278334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -278336.031250 Penalty: 2591.611328
	Iteration 28Q: 3 clusters Score -278336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -278340.625000 Penalty: 2591.611328
	Iteration 29Q: 3 clusters Score -278340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -278347.343750 Penalty: 2591.611328
	Iteration 30Q: 3 clusters Score -278347.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -278351.718750 Penalty: 2591.611328
	Iteration 31Q: 3 clusters Score -278351.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278356.906250 Penalty: 2591.611328
	Iteration 32Q: 3 clusters Score -278356.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -278368.312500 Penalty: 2591.611328
	Iteration 33Q: 3 clusters Score -278368.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -278376.750000 Penalty: 2591.611328
	Iteration 34Q: 3 clusters Score -278376.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -278389.031250 Penalty: 2591.611328
	Iteration 35Q: 3 clusters Score -278389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -278404.406250 Penalty: 2591.611328
	Iteration 36Q: 3 clusters Score -278404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -278422.000000 Penalty: 2591.611328
	Iteration 37Q: 3 clusters Score -278422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -278440.968750 Penalty: 2591.611328
	Iteration 38Q: 3 clusters Score -278441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -278459.718750 Penalty: 2591.611328
	Iteration 39Q: 3 clusters Score -278459.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -278485.187500 Penalty: 2591.611328
	Iteration 40F: 3 clusters Score -278485.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -278508.406250 Penalty: 2591.611328
	Iteration 41Q: 3 clusters Score -278508.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -278536.125000 Penalty: 2591.611328
	Iteration 42Q: 3 clusters Score -278536.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -278568.187500 Penalty: 2591.611328
	Iteration 43Q: 3 clusters Score -278568.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -278610.250000 Penalty: 2591.611328
	Iteration 44Q: 3 clusters Score -278610.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -278658.093750 Penalty: 2591.611328
	Iteration 45Q: 3 clusters Score -278658.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -278714.343750 Penalty: 2591.611328
	Iteration 46Q: 3 clusters Score -278714.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -278786.125000 Penalty: 2591.611328
	Iteration 47Q: 3 clusters Score -278786.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -278858.625000 Penalty: 2591.611328
	Iteration 48Q: 3 clusters Score -278858.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -278928.406250 Penalty: 2591.611328
	Iteration 49Q: 3 clusters Score -278928.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -278997.687500 Penalty: 2591.611328
	Iteration 50Q: 3 clusters Score -278997.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -279052.375000 Penalty: 2591.611328
	Iteration 51Q: 3 clusters Score -279052.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -279106.531250 Penalty: 2591.611328
	Iteration 52Q: 3 clusters Score -279106.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -279164.406250 Penalty: 2591.611328
	Iteration 53Q: 3 clusters Score -279164.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279217.937500 Penalty: 2591.611328
	Iteration 54Q: 3 clusters Score -279217.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -279252.062500 Penalty: 2591.611328
	Iteration 55Q: 3 clusters Score -279252.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -279264.437500 Penalty: 2591.611328
	Iteration 56Q: 3 clusters Score -279264.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -279272.343750 Penalty: 2591.611328
	Iteration 57Q: 3 clusters Score -279272.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -279276.093750 Penalty: 2591.611328
	Iteration 58Q: 3 clusters Score -279276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -279277.562500 Penalty: 2591.611328
	Iteration 59Q: 3 clusters Score -279277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -279279.343750 Penalty: 2591.611328
	Iteration 60F: 3 clusters Score -279279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -279278.875000 Penalty: 2591.611328
	Iteration 61Q: 3 clusters Score -279278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -279280.875000 Penalty: 2591.611328
	Iteration 62Q: 3 clusters Score -279280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -279280.781250 Penalty: 2591.611328
	Iteration 63Q: 3 clusters Score -279280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -279282.062500 Penalty: 2591.611328
	Iteration 64Q: 3 clusters Score -279282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -279282.625000 Penalty: 2591.611328
	Iteration 65Q: 3 clusters Score -279282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -279282.906250 Penalty: 2591.611328
	Iteration 66Q: 3 clusters Score -279282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -279283.687500 Penalty: 2591.611328
	Iteration 67Q: 3 clusters Score -279283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -279283.812500 Penalty: 2591.611328
	Iteration 68Q: 3 clusters Score -279283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -279284.812500 Penalty: 2591.611328
	Iteration 69Q: 3 clusters Score -279284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -279286.781250 Penalty: 2591.611328
	Iteration 70Q: 3 clusters Score -279286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -279287.875000 Penalty: 2591.611328
	Iteration 71Q: 3 clusters Score -279287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -279289.125000 Penalty: 2591.611328
	Iteration 72Q: 3 clusters Score -279289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -279289.562500 Penalty: 2591.611328
	Iteration 73Q: 3 clusters Score -279289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -279291.468750 Penalty: 2591.611328
	Iteration 74Q: 3 clusters Score -279291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -279292.000000 Penalty: 2591.611328
	Iteration 75Q: 3 clusters Score -279292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -279293.375000 Penalty: 2591.611328
	Iteration 76Q: 3 clusters Score -279293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -279293.843750 Penalty: 2591.611328
	Iteration 77Q: 3 clusters Score -279293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -279293.875000 Penalty: 2591.611328
	Iteration 78Q: 3 clusters Score -279293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -279293.875000 Penalty: 2591.611328
	Iteration 79F: 3 clusters Score -279293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -820612.312500 Penalty: 1460.378906
	Iteration 0F: 2 clusters Score -820612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -814678.000000 Penalty: 2920.757812
	Iteration 0F: 3 clusters Score -814678 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -816488.375000 Penalty: 2920.757812
	Iteration 1F: 3 clusters Score -816488.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -816698.312500 Penalty: 2920.757812
	Iteration 2F: 3 clusters Score -816698.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -816836.875000 Penalty: 2920.757812
	Iteration 3Q: 3 clusters Score -816836.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -816930.062500 Penalty: 2920.757812
	Iteration 4Q: 3 clusters Score -816930.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -816999.062500 Penalty: 2920.757812
	Iteration 5Q: 3 clusters Score -816999.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -817063.062500 Penalty: 2920.757812
	Iteration 6Q: 3 clusters Score -817063.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -817126.875000 Penalty: 2920.757812
	Iteration 7Q: 3 clusters Score -817126.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -817187.000000 Penalty: 2920.757812
	Iteration 8Q: 3 clusters Score -817187 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -817263.812500 Penalty: 2920.757812
	Iteration 9Q: 3 clusters Score -817263.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -817364.437500 Penalty: 2920.757812
	Iteration 10Q: 3 clusters Score -817364.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -817475.375000 Penalty: 2920.757812
	Iteration 11Q: 3 clusters Score -817475.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -817614.937500 Penalty: 2920.757812
	Iteration 12Q: 3 clusters Score -817614.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -817749.250000 Penalty: 2920.757812
	Iteration 13Q: 3 clusters Score -817749.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -817893.937500 Penalty: 2920.757812
	Iteration 14Q: 3 clusters Score -817893.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -818058.562500 Penalty: 2920.757812
	Iteration 15Q: 3 clusters Score -818058.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -818253.562500 Penalty: 2920.757812
	Iteration 16Q: 3 clusters Score -818253.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -818474.750000 Penalty: 2920.757812
	Iteration 17Q: 3 clusters Score -818474.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -818682.375000 Penalty: 2920.757812
	Iteration 18Q: 3 clusters Score -818682.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -818862.062500 Penalty: 2920.757812
	Iteration 19Q: 3 clusters Score -818862.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -818998.937500 Penalty: 2920.757812
	Iteration 20F: 3 clusters Score -818998.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -819121.562500 Penalty: 2920.757812
	Iteration 21Q: 3 clusters Score -819121.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -819202.687500 Penalty: 2920.757812
	Iteration 22Q: 3 clusters Score -819202.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -819268.500000 Penalty: 2920.757812
	Iteration 23Q: 3 clusters Score -819268.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -819312.125000 Penalty: 2920.757812
	Iteration 24Q: 3 clusters Score -819312.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -819343.500000 Penalty: 2920.757812
	Iteration 25Q: 3 clusters Score -819343.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -819364.250000 Penalty: 2920.757812
	Iteration 26Q: 3 clusters Score -819364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -819370.812500 Penalty: 2920.757812
	Iteration 27Q: 3 clusters Score -819370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -819382.000000 Penalty: 2920.757812
	Iteration 28Q: 3 clusters Score -819382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -819391.250000 Penalty: 2920.757812
	Iteration 29Q: 3 clusters Score -819391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -819398.375000 Penalty: 2920.757812
	Iteration 30Q: 3 clusters Score -819398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -819403.500000 Penalty: 2920.757812
	Iteration 31Q: 3 clusters Score -819403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -819409.562500 Penalty: 2920.757812
	Iteration 32Q: 3 clusters Score -819409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -819411.937500 Penalty: 2920.757812
	Iteration 33Q: 3 clusters Score -819411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -819413.062500 Penalty: 2920.757812
	Iteration 34Q: 3 clusters Score -819413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -819413.687500 Penalty: 2920.757812
	Iteration 35Q: 3 clusters Score -819413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -819415.875000 Penalty: 2920.757812
	Iteration 36Q: 3 clusters Score -819415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -819418.562500 Penalty: 2920.757812
	Iteration 37Q: 3 clusters Score -819418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -819421.000000 Penalty: 2920.757812
	Iteration 38Q: 3 clusters Score -819421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -819421.250000 Penalty: 2920.757812
	Iteration 39Q: 3 clusters Score -819421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -819421.250000 Penalty: 2920.757812
	Iteration 40F: 3 clusters Score -819421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -544391.250000 Penalty: 1391.289917
	Iteration 0F: 2 clusters Score -544391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -540278.937500 Penalty: 2782.579834
	Iteration 0F: 3 clusters Score -540278.9 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -541409.812500 Penalty: 2782.579834
	Iteration 1F: 3 clusters Score -541409.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -541571.875000 Penalty: 2782.579834
	Iteration 2F: 3 clusters Score -541571.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -541689.437500 Penalty: 2782.579834
	Iteration 3Q: 3 clusters Score -541689.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -541781.187500 Penalty: 2782.579834
	Iteration 4Q: 3 clusters Score -541781.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -541864.437500 Penalty: 2782.579834
	Iteration 5Q: 3 clusters Score -541864.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -541945.625000 Penalty: 2782.579834
	Iteration 6Q: 3 clusters Score -541945.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -542041.562500 Penalty: 2782.579834
	Iteration 7Q: 3 clusters Score -542041.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -542137.500000 Penalty: 2782.579834
	Iteration 8Q: 3 clusters Score -542137.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -542242.000000 Penalty: 2782.579834
	Iteration 9Q: 3 clusters Score -542242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -542383.750000 Penalty: 2782.579834
	Iteration 10Q: 3 clusters Score -542383.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -542519.312500 Penalty: 2782.579834
	Iteration 11Q: 3 clusters Score -542519.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -542637.062500 Penalty: 2782.579834
	Iteration 12Q: 3 clusters Score -542637.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -542757.437500 Penalty: 2782.579834
	Iteration 13Q: 3 clusters Score -542757.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -542856.000000 Penalty: 2782.579834
	Iteration 14Q: 3 clusters Score -542856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -542930.687500 Penalty: 2782.579834
	Iteration 15Q: 3 clusters Score -542930.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -542972.937500 Penalty: 2782.579834
	Iteration 16Q: 3 clusters Score -542972.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -543018.187500 Penalty: 2782.579834
	Iteration 17Q: 3 clusters Score -543018.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -543057.812500 Penalty: 2782.579834
	Iteration 18Q: 3 clusters Score -543057.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -543084.125000 Penalty: 2782.579834
	Iteration 19Q: 3 clusters Score -543084.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -543112.125000 Penalty: 2782.579834
	Iteration 20F: 3 clusters Score -543112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -543124.500000 Penalty: 2782.579834
	Iteration 21Q: 3 clusters Score -543124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -543131.312500 Penalty: 2782.579834
	Iteration 22Q: 3 clusters Score -543131.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -543144.187500 Penalty: 2782.579834
	Iteration 23Q: 3 clusters Score -543144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -543155.750000 Penalty: 2782.579834
	Iteration 24Q: 3 clusters Score -543155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -543167.562500 Penalty: 2782.579834
	Iteration 25Q: 3 clusters Score -543167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -543173.062500 Penalty: 2782.579834
	Iteration 26Q: 3 clusters Score -543173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -543179.625000 Penalty: 2782.579834
	Iteration 27Q: 3 clusters Score -543179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -543184.000000 Penalty: 2782.579834
	Iteration 28Q: 3 clusters Score -543184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -543187.500000 Penalty: 2782.579834
	Iteration 29Q: 3 clusters Score -543187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -543188.250000 Penalty: 2782.579834
	Iteration 30Q: 3 clusters Score -543188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -543188.875000 Penalty: 2782.579834
	Iteration 31Q: 3 clusters Score -543188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -543188.875000 Penalty: 2782.579834
	Iteration 32F: 3 clusters Score -543188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -110289.945312 Penalty: 1145.644897
	Iteration 0F: 2 clusters Score -110289.9 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 573 members 
Entering Unmasked Estep 
Score: -108757.632812 Penalty: 2291.289795
	Iteration 0F: 3 clusters Score -108757.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108997.523438 Penalty: 2291.289795
	Iteration 1F: 3 clusters Score -108997.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109064.398438 Penalty: 2291.289795
	Iteration 2F: 3 clusters Score -109064.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109090.593750 Penalty: 2291.289795
	Iteration 3Q: 3 clusters Score -109090.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -109109.945312 Penalty: 2291.289795
	Iteration 4Q: 3 clusters Score -109109.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109127.312500 Penalty: 2291.289795
	Iteration 5Q: 3 clusters Score -109127.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109140.078125 Penalty: 2291.289795
	Iteration 6Q: 3 clusters Score -109140.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -109151.273438 Penalty: 2291.289795
	Iteration 7Q: 3 clusters Score -109151.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109158.843750 Penalty: 2291.289795
	Iteration 8Q: 3 clusters Score -109158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -109166.531250 Penalty: 2291.289795
	Iteration 9Q: 3 clusters Score -109166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109167.875000 Penalty: 2291.289795
	Iteration 10Q: 3 clusters Score -109167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109168.484375 Penalty: 2291.289795
	Iteration 11Q: 3 clusters Score -109168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109169.148438 Penalty: 2291.289795
	Iteration 12Q: 3 clusters Score -109169.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109169.148438 Penalty: 2291.289795
	Iteration 13F: 3 clusters Score -109169.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -302850.437500 Penalty: 1308.446411
	Iteration 0F: 2 clusters Score -302850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -300016.281250 Penalty: 2616.892822
	Iteration 0F: 3 clusters Score -300016.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -300768.906250 Penalty: 2616.892822
	Iteration 1F: 3 clusters Score -300768.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -300951.687500 Penalty: 2616.892822
	Iteration 2F: 3 clusters Score -300951.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -301072.250000 Penalty: 2616.892822
	Iteration 3F: 3 clusters Score -301072.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -301148.468750 Penalty: 2616.892822
	Iteration 4Q: 3 clusters Score -301148.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -301205.406250 Penalty: 2616.892822
	Iteration 5Q: 3 clusters Score -301205.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -301246.468750 Penalty: 2616.892822
	Iteration 6Q: 3 clusters Score -301246.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301275.093750 Penalty: 2616.892822
	Iteration 7Q: 3 clusters Score -301275.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -301304.500000 Penalty: 2616.892822
	Iteration 8Q: 3 clusters Score -301304.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -301330.343750 Penalty: 2616.892822
	Iteration 9Q: 3 clusters Score -301330.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -301353.375000 Penalty: 2616.892822
	Iteration 10Q: 3 clusters Score -301353.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301382.875000 Penalty: 2616.892822
	Iteration 11Q: 3 clusters Score -301382.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301422.156250 Penalty: 2616.892822
	Iteration 12Q: 3 clusters Score -301422.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301461.531250 Penalty: 2616.892822
	Iteration 13Q: 3 clusters Score -301461.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -301490.375000 Penalty: 2616.892822
	Iteration 14Q: 3 clusters Score -301490.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -301508.781250 Penalty: 2616.892822
	Iteration 15Q: 3 clusters Score -301508.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -301527.812500 Penalty: 2616.892822
	Iteration 16Q: 3 clusters Score -301527.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301541.718750 Penalty: 2616.892822
	Iteration 17Q: 3 clusters Score -301541.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -301555.625000 Penalty: 2616.892822
	Iteration 18Q: 3 clusters Score -301555.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301568.500000 Penalty: 2616.892822
	Iteration 19Q: 3 clusters Score -301568.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -301587.406250 Penalty: 2616.892822
	Iteration 20F: 3 clusters Score -301587.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -301611.562500 Penalty: 2616.892822
	Iteration 21Q: 3 clusters Score -301611.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -301635.375000 Penalty: 2616.892822
	Iteration 22Q: 3 clusters Score -301635.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -301665.218750 Penalty: 2616.892822
	Iteration 23Q: 3 clusters Score -301665.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -301700.906250 Penalty: 2616.892822
	Iteration 24Q: 3 clusters Score -301700.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -301764.593750 Penalty: 2616.892822
	Iteration 25Q: 3 clusters Score -301764.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -301841.187500 Penalty: 2616.892822
	Iteration 26Q: 3 clusters Score -301841.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -301942.031250 Penalty: 2616.892822
	Iteration 27Q: 3 clusters Score -301942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -302038.062500 Penalty: 2616.892822
	Iteration 28Q: 3 clusters Score -302038.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302119.781250 Penalty: 2616.892822
	Iteration 29Q: 3 clusters Score -302119.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -302178.437500 Penalty: 2616.892822
	Iteration 30Q: 3 clusters Score -302178.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -302227.500000 Penalty: 2616.892822
	Iteration 31Q: 3 clusters Score -302227.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -302265.125000 Penalty: 2616.892822
	Iteration 32Q: 3 clusters Score -302265.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -302299.531250 Penalty: 2616.892822
	Iteration 33Q: 3 clusters Score -302299.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -302317.375000 Penalty: 2616.892822
	Iteration 34Q: 3 clusters Score -302317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -302327.250000 Penalty: 2616.892822
	Iteration 35Q: 3 clusters Score -302327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -302333.937500 Penalty: 2616.892822
	Iteration 36Q: 3 clusters Score -302333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -302340.687500 Penalty: 2616.892822
	Iteration 37Q: 3 clusters Score -302340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -302344.156250 Penalty: 2616.892822
	Iteration 38Q: 3 clusters Score -302344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -302348.343750 Penalty: 2616.892822
	Iteration 39Q: 3 clusters Score -302348.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -302352.562500 Penalty: 2616.892822
	Iteration 40F: 3 clusters Score -302352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -302357.531250 Penalty: 2616.892822
	Iteration 41Q: 3 clusters Score -302357.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -302361.656250 Penalty: 2616.892822
	Iteration 42Q: 3 clusters Score -302361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -302362.625000 Penalty: 2616.892822
	Iteration 43Q: 3 clusters Score -302362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -302363.281250 Penalty: 2616.892822
	Iteration 44Q: 3 clusters Score -302363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302363.875000 Penalty: 2616.892822
	Iteration 45Q: 3 clusters Score -302363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -302363.843750 Penalty: 2616.892822
	Iteration 46Q: 3 clusters Score -302363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -302363.843750 Penalty: 2616.892822
	Iteration 47F: 3 clusters Score -302363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103618 members 
Entering Unmasked Estep 
Score: -10654590.000000 Penalty: 1876.625854
	Iteration 0F: 2 clusters Score -1.065459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -10586242.000000 Penalty: 3753.251709
	Iteration 0F: 3 clusters Score -1.058624e+07 nChanged 49581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -10615414.000000 Penalty: 3753.251709
	Iteration 1F: 3 clusters Score -1.061541e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -10616704.000000 Penalty: 3753.251709
	Iteration 2Q: 3 clusters Score -1.06167e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -10618843.000000 Penalty: 3753.251709
	Iteration 3Q: 3 clusters Score -1.061884e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -10622046.000000 Penalty: 3753.251709
	Iteration 4F: 3 clusters Score -1.062205e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71551 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -10626486.000000 Penalty: 3753.251709
	Iteration 5F: 3 clusters Score -1.062649e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -10632283.000000 Penalty: 3753.251709
	Iteration 6F: 3 clusters Score -1.063228e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -10638452.000000 Penalty: 3753.251709
	Iteration 7F: 3 clusters Score -1.063845e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -10643654.000000 Penalty: 3753.251709
	Iteration 8F: 3 clusters Score -1.064365e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -10647470.000000 Penalty: 3753.251709
	Iteration 9Q: 3 clusters Score -1.064747e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -10649978.000000 Penalty: 3753.251709
	Iteration 10Q: 3 clusters Score -1.064998e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10651477.000000 Penalty: 3753.251709
	Iteration 11Q: 3 clusters Score -1.065148e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10652247.000000 Penalty: 3753.251709
	Iteration 12Q: 3 clusters Score -1.065225e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10652582.000000 Penalty: 3753.251709
	Iteration 13Q: 3 clusters Score -1.065258e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10652767.000000 Penalty: 3753.251709
	Iteration 14Q: 3 clusters Score -1.065277e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10652861.000000 Penalty: 3753.251709
	Iteration 15Q: 3 clusters Score -1.065286e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10652943.000000 Penalty: 3753.251709
	Iteration 16Q: 3 clusters Score -1.065294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10652997.000000 Penalty: 3753.251709
	Iteration 17Q: 3 clusters Score -1.0653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10653006.000000 Penalty: 3753.251709
	Iteration 18Q: 3 clusters Score -1.065301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10653020.000000 Penalty: 3753.251709
	Iteration 19Q: 3 clusters Score -1.065302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10653036.000000 Penalty: 3753.251709
	Iteration 20F: 3 clusters Score -1.065304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10653044.000000 Penalty: 3753.251709
	Iteration 21Q: 3 clusters Score -1.065304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10653049.000000 Penalty: 3753.251709
	Iteration 22Q: 3 clusters Score -1.065305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10653057.000000 Penalty: 3753.251709
	Iteration 23Q: 3 clusters Score -1.065306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10653070.000000 Penalty: 3753.251709
	Iteration 24Q: 3 clusters Score -1.065307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10653086.000000 Penalty: 3753.251709
	Iteration 25Q: 3 clusters Score -1.065309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10653082.000000 Penalty: 3753.251709
	Iteration 26Q: 3 clusters Score -1.065308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10653087.000000 Penalty: 3753.251709
	Iteration 27Q: 3 clusters Score -1.065309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10653085.000000 Penalty: 3753.251709
	Iteration 28Q: 3 clusters Score -1.065308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10653089.000000 Penalty: 3753.251709
	Iteration 29Q: 3 clusters Score -1.065309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10653086.000000 Penalty: 3753.251709
	Iteration 30Q: 3 clusters Score -1.065309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10653086.000000 Penalty: 3753.251709
	Iteration 31F: 3 clusters Score -1.065309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -422891.312500 Penalty: 1359.118896
	Iteration 0F: 2 clusters Score -422891.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -419359.031250 Penalty: 2718.237793
	Iteration 0F: 3 clusters Score -419359 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -420270.343750 Penalty: 2718.237793
	Iteration 1F: 3 clusters Score -420270.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -420463.843750 Penalty: 2718.237793
	Iteration 2F: 3 clusters Score -420463.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -420624.937500 Penalty: 2718.237793
	Iteration 3F: 3 clusters Score -420624.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -420764.562500 Penalty: 2718.237793
	Iteration 4F: 3 clusters Score -420764.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -420896.343750 Penalty: 2718.237793
	Iteration 5Q: 3 clusters Score -420896.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -421035.593750 Penalty: 2718.237793
	Iteration 6Q: 3 clusters Score -421035.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -421153.031250 Penalty: 2718.237793
	Iteration 7Q: 3 clusters Score -421153 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -421270.968750 Penalty: 2718.237793
	Iteration 8Q: 3 clusters Score -421271 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -421359.812500 Penalty: 2718.237793
	Iteration 9Q: 3 clusters Score -421359.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -421437.687500 Penalty: 2718.237793
	Iteration 10Q: 3 clusters Score -421437.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -421503.406250 Penalty: 2718.237793
	Iteration 11Q: 3 clusters Score -421503.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -421561.562500 Penalty: 2718.237793
	Iteration 12Q: 3 clusters Score -421561.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -421610.875000 Penalty: 2718.237793
	Iteration 13Q: 3 clusters Score -421610.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -421651.687500 Penalty: 2718.237793
	Iteration 14Q: 3 clusters Score -421651.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -421692.468750 Penalty: 2718.237793
	Iteration 15Q: 3 clusters Score -421692.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -421736.312500 Penalty: 2718.237793
	Iteration 16Q: 3 clusters Score -421736.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -421778.625000 Penalty: 2718.237793
	Iteration 17Q: 3 clusters Score -421778.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -421816.687500 Penalty: 2718.237793
	Iteration 18Q: 3 clusters Score -421816.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -421845.468750 Penalty: 2718.237793
	Iteration 19Q: 3 clusters Score -421845.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -421877.687500 Penalty: 2718.237793
	Iteration 20F: 3 clusters Score -421877.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -421909.781250 Penalty: 2718.237793
	Iteration 21Q: 3 clusters Score -421909.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -421940.062500 Penalty: 2718.237793
	Iteration 22Q: 3 clusters Score -421940.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -421969.312500 Penalty: 2718.237793
	Iteration 23Q: 3 clusters Score -421969.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -421993.468750 Penalty: 2718.237793
	Iteration 24Q: 3 clusters Score -421993.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -422014.625000 Penalty: 2718.237793
	Iteration 25Q: 3 clusters Score -422014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -422031.281250 Penalty: 2718.237793
	Iteration 26Q: 3 clusters Score -422031.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -422043.187500 Penalty: 2718.237793
	Iteration 27Q: 3 clusters Score -422043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -422049.437500 Penalty: 2718.237793
	Iteration 28Q: 3 clusters Score -422049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -422051.625000 Penalty: 2718.237793
	Iteration 29Q: 3 clusters Score -422051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -422052.281250 Penalty: 2718.237793
	Iteration 30Q: 3 clusters Score -422052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -422052.093750 Penalty: 2718.237793
	Iteration 31Q: 3 clusters Score -422052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -422052.093750 Penalty: 2718.237793
	Iteration 32F: 3 clusters Score -422052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -207709.953125 Penalty: 1240.893799
	Iteration 0F: 2 clusters Score -207710 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 1050 members 
Entering Unmasked Estep 
Score: -205548.390625 Penalty: 2481.787598
	Iteration 0F: 3 clusters Score -205548.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -206001.953125 Penalty: 2481.787598
	Iteration 1F: 3 clusters Score -206002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -206104.015625 Penalty: 2481.787598
	Iteration 2F: 3 clusters Score -206104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -206168.984375 Penalty: 2481.787598
	Iteration 3Q: 3 clusters Score -206169 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -206220.328125 Penalty: 2481.787598
	Iteration 4Q: 3 clusters Score -206220.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206252.296875 Penalty: 2481.787598
	Iteration 5Q: 3 clusters Score -206252.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -206280.578125 Penalty: 2481.787598
	Iteration 6Q: 3 clusters Score -206280.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -206302.078125 Penalty: 2481.787598
	Iteration 7Q: 3 clusters Score -206302.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -206328.578125 Penalty: 2481.787598
	Iteration 8Q: 3 clusters Score -206328.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -206353.296875 Penalty: 2481.787598
	Iteration 9Q: 3 clusters Score -206353.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -206373.968750 Penalty: 2481.787598
	Iteration 10Q: 3 clusters Score -206374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -206394.031250 Penalty: 2481.787598
	Iteration 11Q: 3 clusters Score -206394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -206413.812500 Penalty: 2481.787598
	Iteration 12Q: 3 clusters Score -206413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -206427.093750 Penalty: 2481.787598
	Iteration 13Q: 3 clusters Score -206427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206437.890625 Penalty: 2481.787598
	Iteration 14Q: 3 clusters Score -206437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -206454.328125 Penalty: 2481.787598
	Iteration 15Q: 3 clusters Score -206454.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -206470.640625 Penalty: 2481.787598
	Iteration 16Q: 3 clusters Score -206470.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206494.062500 Penalty: 2481.787598
	Iteration 17Q: 3 clusters Score -206494.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -206516.015625 Penalty: 2481.787598
	Iteration 18Q: 3 clusters Score -206516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206534.234375 Penalty: 2481.787598
	Iteration 19Q: 3 clusters Score -206534.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -206545.140625 Penalty: 2481.787598
	Iteration 20F: 3 clusters Score -206545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -206553.328125 Penalty: 2481.787598
	Iteration 21Q: 3 clusters Score -206553.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -206564.906250 Penalty: 2481.787598
	Iteration 22Q: 3 clusters Score -206564.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -206571.578125 Penalty: 2481.787598
	Iteration 23Q: 3 clusters Score -206571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -206575.703125 Penalty: 2481.787598
	Iteration 24Q: 3 clusters Score -206575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -206579.640625 Penalty: 2481.787598
	Iteration 25Q: 3 clusters Score -206579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206582.921875 Penalty: 2481.787598
	Iteration 26Q: 3 clusters Score -206582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206583.859375 Penalty: 2481.787598
	Iteration 27Q: 3 clusters Score -206583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -206585.671875 Penalty: 2481.787598
	Iteration 28Q: 3 clusters Score -206585.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -206589.109375 Penalty: 2481.787598
	Iteration 29Q: 3 clusters Score -206589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -206593.187500 Penalty: 2481.787598
	Iteration 30Q: 3 clusters Score -206593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -206596.750000 Penalty: 2481.787598
	Iteration 31Q: 3 clusters Score -206596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -206599.109375 Penalty: 2481.787598
	Iteration 32Q: 3 clusters Score -206599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -206600.312500 Penalty: 2481.787598
	Iteration 33Q: 3 clusters Score -206600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -206604.375000 Penalty: 2481.787598
	Iteration 34Q: 3 clusters Score -206604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206608.140625 Penalty: 2481.787598
	Iteration 35Q: 3 clusters Score -206608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -206612.937500 Penalty: 2481.787598
	Iteration 36Q: 3 clusters Score -206612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -206623.046875 Penalty: 2481.787598
	Iteration 37Q: 3 clusters Score -206623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -206627.250000 Penalty: 2481.787598
	Iteration 38Q: 3 clusters Score -206627.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -206633.000000 Penalty: 2481.787598
	Iteration 39Q: 3 clusters Score -206633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -206644.500000 Penalty: 2481.787598
	Iteration 40F: 3 clusters Score -206644.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -206659.828125 Penalty: 2481.787598
	Iteration 41Q: 3 clusters Score -206659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206672.859375 Penalty: 2481.787598
	Iteration 42Q: 3 clusters Score -206672.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -206679.062500 Penalty: 2481.787598
	Iteration 43Q: 3 clusters Score -206679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206683.640625 Penalty: 2481.787598
	Iteration 44Q: 3 clusters Score -206683.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -206689.406250 Penalty: 2481.787598
	Iteration 45Q: 3 clusters Score -206689.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -206692.671875 Penalty: 2481.787598
	Iteration 46Q: 3 clusters Score -206692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -206696.078125 Penalty: 2481.787598
	Iteration 47Q: 3 clusters Score -206696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -206697.500000 Penalty: 2481.787598
	Iteration 48Q: 3 clusters Score -206697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -206698.625000 Penalty: 2481.787598
	Iteration 49Q: 3 clusters Score -206698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -206699.484375 Penalty: 2481.787598
	Iteration 50Q: 3 clusters Score -206699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -206699.703125 Penalty: 2481.787598
	Iteration 51Q: 3 clusters Score -206699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -206699.703125 Penalty: 2481.787598
	Iteration 52F: 3 clusters Score -206699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -222546.390625 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -222546.4 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 1150 members 
Entering Unmasked Estep 
Score: -220316.109375 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -220316.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -220935.828125 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -220935.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -221192.484375 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -221192.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -221392.843750 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -221392.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -221574.515625 Penalty: 2513.304932
	Iteration 4F: 3 clusters Score -221574.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -221666.390625 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -221666.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -221730.109375 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -221730.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221769.593750 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -221769.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -221781.687500 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -221781.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -221792.843750 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -221792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221800.000000 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -221800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221802.203125 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -221802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -221804.000000 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -221804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -221804.906250 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -221804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221805.609375 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -221805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -221805.609375 Penalty: 2513.304932
	Iteration 15F: 3 clusters Score -221805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -351829.281250 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -351829.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -348779.343750 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -348779.3 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -349635.843750 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -349635.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -349870.625000 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -349870.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -350032.187500 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -350032.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -350145.343750 Penalty: 2658.877197
	Iteration 4Q: 3 clusters Score -350145.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -350214.187500 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -350214.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -350267.718750 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -350267.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -350315.937500 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -350315.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -350354.437500 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -350354.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -350397.125000 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -350397.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -350436.250000 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -350436.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -350468.593750 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -350468.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -350505.468750 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -350505.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -350538.562500 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -350538.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -350563.968750 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -350564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -350596.000000 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -350596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -350632.000000 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -350632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -350672.500000 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -350672.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -350712.812500 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -350712.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -350778.906250 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -350778.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -350846.000000 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -350846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -350944.531250 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -350944.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -351081.468750 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -351081.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -351189.562500 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -351189.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -351249.562500 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -351249.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -351279.062500 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -351279.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -351293.468750 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -351293.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -351300.375000 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -351300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -351302.687500 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -351302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -351304.000000 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -351304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -351304.281250 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -351304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -351304.875000 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -351304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -351306.187500 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -351306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -351307.656250 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -351307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -351308.718750 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -351308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -351310.875000 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -351310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351311.750000 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -351311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -351313.781250 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -351313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -351313.468750 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -351313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -351313.468750 Penalty: 2658.877197
	Iteration 39F: 3 clusters Score -351313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -456289.687500 Penalty: 1370.812012
	Iteration 0F: 2 clusters Score -456289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -452542.687500 Penalty: 2741.624023
	Iteration 0F: 3 clusters Score -452542.7 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -453533.843750 Penalty: 2741.624023
	Iteration 1F: 3 clusters Score -453533.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -453730.718750 Penalty: 2741.624023
	Iteration 2F: 3 clusters Score -453730.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -453887.750000 Penalty: 2741.624023
	Iteration 3F: 3 clusters Score -453887.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -454011.687500 Penalty: 2741.624023
	Iteration 4F: 3 clusters Score -454011.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -454114.687500 Penalty: 2741.624023
	Iteration 5Q: 3 clusters Score -454114.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -454207.875000 Penalty: 2741.624023
	Iteration 6Q: 3 clusters Score -454207.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -454291.750000 Penalty: 2741.624023
	Iteration 7Q: 3 clusters Score -454291.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -454382.656250 Penalty: 2741.624023
	Iteration 8Q: 3 clusters Score -454382.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -454469.937500 Penalty: 2741.624023
	Iteration 9Q: 3 clusters Score -454469.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -454560.593750 Penalty: 2741.624023
	Iteration 10Q: 3 clusters Score -454560.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -454653.531250 Penalty: 2741.624023
	Iteration 11Q: 3 clusters Score -454653.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -454738.781250 Penalty: 2741.624023
	Iteration 12Q: 3 clusters Score -454738.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -454812.875000 Penalty: 2741.624023
	Iteration 13Q: 3 clusters Score -454812.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -454875.406250 Penalty: 2741.624023
	Iteration 14Q: 3 clusters Score -454875.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -454928.218750 Penalty: 2741.624023
	Iteration 15Q: 3 clusters Score -454928.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -454976.531250 Penalty: 2741.624023
	Iteration 16Q: 3 clusters Score -454976.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -455013.781250 Penalty: 2741.624023
	Iteration 17Q: 3 clusters Score -455013.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -455045.156250 Penalty: 2741.624023
	Iteration 18Q: 3 clusters Score -455045.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -455072.906250 Penalty: 2741.624023
	Iteration 19Q: 3 clusters Score -455072.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -455091.187500 Penalty: 2741.624023
	Iteration 20F: 3 clusters Score -455091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -455103.531250 Penalty: 2741.624023
	Iteration 21Q: 3 clusters Score -455103.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -455112.593750 Penalty: 2741.624023
	Iteration 22Q: 3 clusters Score -455112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -455117.375000 Penalty: 2741.624023
	Iteration 23Q: 3 clusters Score -455117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -455119.562500 Penalty: 2741.624023
	Iteration 24Q: 3 clusters Score -455119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -455121.875000 Penalty: 2741.624023
	Iteration 25Q: 3 clusters Score -455121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -455123.812500 Penalty: 2741.624023
	Iteration 26Q: 3 clusters Score -455123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -455124.125000 Penalty: 2741.624023
	Iteration 27Q: 3 clusters Score -455124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -455125.812500 Penalty: 2741.624023
	Iteration 28Q: 3 clusters Score -455125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -455128.093750 Penalty: 2741.624023
	Iteration 29Q: 3 clusters Score -455128.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -455129.625000 Penalty: 2741.624023
	Iteration 30Q: 3 clusters Score -455129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -455133.187500 Penalty: 2741.624023
	Iteration 31Q: 3 clusters Score -455133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -455135.656250 Penalty: 2741.624023
	Iteration 32Q: 3 clusters Score -455135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -455138.281250 Penalty: 2741.624023
	Iteration 33Q: 3 clusters Score -455138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -455138.562500 Penalty: 2741.624023
	Iteration 34Q: 3 clusters Score -455138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -455138.562500 Penalty: 2741.624023
	Iteration 35F: 3 clusters Score -455138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Entering Unmasked Estep 
Score: -1931031.125000 Penalty: 1614.238281
	Iteration 0F: 2 clusters Score -1931031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1916945.750000 Penalty: 3228.476562
	Iteration 0F: 3 clusters Score -1916946 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1922471.750000 Penalty: 3228.476562
	Iteration 1F: 3 clusters Score -1922472 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1923040.750000 Penalty: 3228.476562
	Iteration 2F: 3 clusters Score -1923041 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1923648.500000 Penalty: 3228.476562
	Iteration 3F: 3 clusters Score -1923648 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1924264.125000 Penalty: 3228.476562
	Iteration 4F: 3 clusters Score -1924264 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1924848.000000 Penalty: 3228.476562
	Iteration 5F: 3 clusters Score -1924848 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1925368.000000 Penalty: 3228.476562
	Iteration 6Q: 3 clusters Score -1925368 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1925855.000000 Penalty: 3228.476562
	Iteration 7Q: 3 clusters Score -1925855 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1926375.875000 Penalty: 3228.476562
	Iteration 8Q: 3 clusters Score -1926376 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1926865.625000 Penalty: 3228.476562
	Iteration 9Q: 3 clusters Score -1926866 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1927263.750000 Penalty: 3228.476562
	Iteration 10Q: 3 clusters Score -1927264 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1927528.250000 Penalty: 3228.476562
	Iteration 11Q: 3 clusters Score -1927528 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1927706.875000 Penalty: 3228.476562
	Iteration 12Q: 3 clusters Score -1927707 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1927842.750000 Penalty: 3228.476562
	Iteration 13Q: 3 clusters Score -1927843 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1927945.250000 Penalty: 3228.476562
	Iteration 14Q: 3 clusters Score -1927945 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1928027.125000 Penalty: 3228.476562
	Iteration 15Q: 3 clusters Score -1928027 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1928095.000000 Penalty: 3228.476562
	Iteration 16Q: 3 clusters Score -1928095 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1928149.875000 Penalty: 3228.476562
	Iteration 17Q: 3 clusters Score -1928150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1928192.125000 Penalty: 3228.476562
	Iteration 18Q: 3 clusters Score -1928192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1928225.250000 Penalty: 3228.476562
	Iteration 19Q: 3 clusters Score -1928225 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1928270.125000 Penalty: 3228.476562
	Iteration 20F: 3 clusters Score -1928270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1928309.375000 Penalty: 3228.476562
	Iteration 21Q: 3 clusters Score -1928309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1928354.750000 Penalty: 3228.476562
	Iteration 22Q: 3 clusters Score -1928355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1928391.750000 Penalty: 3228.476562
	Iteration 23Q: 3 clusters Score -1928392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1928435.000000 Penalty: 3228.476562
	Iteration 24Q: 3 clusters Score -1928435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1928477.000000 Penalty: 3228.476562
	Iteration 25Q: 3 clusters Score -1928477 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1928519.875000 Penalty: 3228.476562
	Iteration 26Q: 3 clusters Score -1928520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1928587.125000 Penalty: 3228.476562
	Iteration 27Q: 3 clusters Score -1928587 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1928629.625000 Penalty: 3228.476562
	Iteration 28Q: 3 clusters Score -1928630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1928684.500000 Penalty: 3228.476562
	Iteration 29Q: 3 clusters Score -1928684 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1928742.250000 Penalty: 3228.476562
	Iteration 30Q: 3 clusters Score -1928742 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1928821.000000 Penalty: 3228.476562
	Iteration 31Q: 3 clusters Score -1928821 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1928896.625000 Penalty: 3228.476562
	Iteration 32Q: 3 clusters Score -1928897 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1928974.625000 Penalty: 3228.476562
	Iteration 33Q: 3 clusters Score -1928975 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1929073.375000 Penalty: 3228.476562
	Iteration 34Q: 3 clusters Score -1929073 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1929167.500000 Penalty: 3228.476562
	Iteration 35Q: 3 clusters Score -1929168 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1929283.500000 Penalty: 3228.476562
	Iteration 36Q: 3 clusters Score -1929284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1929415.875000 Penalty: 3228.476562
	Iteration 37Q: 3 clusters Score -1929416 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1929552.875000 Penalty: 3228.476562
	Iteration 38Q: 3 clusters Score -1929553 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1929684.250000 Penalty: 3228.476562
	Iteration 39Q: 3 clusters Score -1929684 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1929827.375000 Penalty: 3228.476562
	Iteration 40F: 3 clusters Score -1929827 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1929963.250000 Penalty: 3228.476562
	Iteration 41Q: 3 clusters Score -1929963 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1930078.000000 Penalty: 3228.476562
	Iteration 42Q: 3 clusters Score -1930078 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1930162.000000 Penalty: 3228.476562
	Iteration 43Q: 3 clusters Score -1930162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1930208.250000 Penalty: 3228.476562
	Iteration 44Q: 3 clusters Score -1930208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1930240.250000 Penalty: 3228.476562
	Iteration 45Q: 3 clusters Score -1930240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1930265.625000 Penalty: 3228.476562
	Iteration 46Q: 3 clusters Score -1930266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1930278.875000 Penalty: 3228.476562
	Iteration 47Q: 3 clusters Score -1930279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1930287.500000 Penalty: 3228.476562
	Iteration 48Q: 3 clusters Score -1930288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1930290.375000 Penalty: 3228.476562
	Iteration 49Q: 3 clusters Score -1930290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1930291.375000 Penalty: 3228.476562
	Iteration 50Q: 3 clusters Score -1930291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1930290.125000 Penalty: 3228.476562
	Iteration 51Q: 3 clusters Score -1930290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1930291.750000 Penalty: 3228.476562
	Iteration 52Q: 3 clusters Score -1930292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1930292.375000 Penalty: 3228.476562
	Iteration 53Q: 3 clusters Score -1930292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1930293.250000 Penalty: 3228.476562
	Iteration 54Q: 3 clusters Score -1930293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1930293.500000 Penalty: 3228.476562
	Iteration 55Q: 3 clusters Score -1930294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1930295.000000 Penalty: 3228.476562
	Iteration 56Q: 3 clusters Score -1930295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1930295.875000 Penalty: 3228.476562
	Iteration 57Q: 3 clusters Score -1930296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1930299.000000 Penalty: 3228.476562
	Iteration 58Q: 3 clusters Score -1930299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1930299.625000 Penalty: 3228.476562
	Iteration 59Q: 3 clusters Score -1930300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1930304.250000 Penalty: 3228.476562
	Iteration 60F: 3 clusters Score -1930304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1930307.000000 Penalty: 3228.476562
	Iteration 61Q: 3 clusters Score -1930307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -1930307.500000 Penalty: 3228.476562
	Iteration 62Q: 3 clusters Score -1930308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1930308.500000 Penalty: 3228.476562
	Iteration 63Q: 3 clusters Score -1930308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1930308.000000 Penalty: 3228.476562
	Iteration 64Q: 3 clusters Score -1930308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1930308.000000 Penalty: 3228.476562
	Iteration 65F: 3 clusters Score -1930308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -365069.343750 Penalty: 1357.021606
	Iteration 0F: 2 clusters Score -365069.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -361599.343750 Penalty: 2714.043213
	Iteration 0F: 3 clusters Score -361599.3 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -362828.156250 Penalty: 2714.043213
	Iteration 1F: 3 clusters Score -362828.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -363157.062500 Penalty: 2714.043213
	Iteration 2F: 3 clusters Score -363157.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -363393.687500 Penalty: 2714.043213
	Iteration 3F: 3 clusters Score -363393.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -363571.343750 Penalty: 2714.043213
	Iteration 4F: 3 clusters Score -363571.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -363723.281250 Penalty: 2714.043213
	Iteration 5Q: 3 clusters Score -363723.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -363868.218750 Penalty: 2714.043213
	Iteration 6Q: 3 clusters Score -363868.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -363984.875000 Penalty: 2714.043213
	Iteration 7Q: 3 clusters Score -363984.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -364044.843750 Penalty: 2714.043213
	Iteration 8Q: 3 clusters Score -364044.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -364097.656250 Penalty: 2714.043213
	Iteration 9Q: 3 clusters Score -364097.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -364141.906250 Penalty: 2714.043213
	Iteration 10Q: 3 clusters Score -364141.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -364175.093750 Penalty: 2714.043213
	Iteration 11Q: 3 clusters Score -364175.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -364208.906250 Penalty: 2714.043213
	Iteration 12Q: 3 clusters Score -364208.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -364232.406250 Penalty: 2714.043213
	Iteration 13Q: 3 clusters Score -364232.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -364245.656250 Penalty: 2714.043213
	Iteration 14Q: 3 clusters Score -364245.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -364253.656250 Penalty: 2714.043213
	Iteration 15Q: 3 clusters Score -364253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -364258.312500 Penalty: 2714.043213
	Iteration 16Q: 3 clusters Score -364258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -364260.250000 Penalty: 2714.043213
	Iteration 17Q: 3 clusters Score -364260.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -364262.156250 Penalty: 2714.043213
	Iteration 18Q: 3 clusters Score -364262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -364264.125000 Penalty: 2714.043213
	Iteration 19Q: 3 clusters Score -364264.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -364265.843750 Penalty: 2714.043213
	Iteration 20F: 3 clusters Score -364265.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -364267.718750 Penalty: 2714.043213
	Iteration 21Q: 3 clusters Score -364267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -364269.125000 Penalty: 2714.043213
	Iteration 22Q: 3 clusters Score -364269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -364271.875000 Penalty: 2714.043213
	Iteration 23Q: 3 clusters Score -364271.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -364277.031250 Penalty: 2714.043213
	Iteration 24Q: 3 clusters Score -364277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -364279.875000 Penalty: 2714.043213
	Iteration 25Q: 3 clusters Score -364279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -364284.031250 Penalty: 2714.043213
	Iteration 26Q: 3 clusters Score -364284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -364287.437500 Penalty: 2714.043213
	Iteration 27Q: 3 clusters Score -364287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -364291.781250 Penalty: 2714.043213
	Iteration 28Q: 3 clusters Score -364291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -364296.406250 Penalty: 2714.043213
	Iteration 29Q: 3 clusters Score -364296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -364301.468750 Penalty: 2714.043213
	Iteration 30Q: 3 clusters Score -364301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -364305.031250 Penalty: 2714.043213
	Iteration 31Q: 3 clusters Score -364305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -364310.312500 Penalty: 2714.043213
	Iteration 32Q: 3 clusters Score -364310.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -364311.875000 Penalty: 2714.043213
	Iteration 33Q: 3 clusters Score -364311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -364318.406250 Penalty: 2714.043213
	Iteration 34Q: 3 clusters Score -364318.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -364324.093750 Penalty: 2714.043213
	Iteration 35Q: 3 clusters Score -364324.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -364329.625000 Penalty: 2714.043213
	Iteration 36Q: 3 clusters Score -364329.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -364334.156250 Penalty: 2714.043213
	Iteration 37Q: 3 clusters Score -364334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -364339.000000 Penalty: 2714.043213
	Iteration 38Q: 3 clusters Score -364339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -364347.062500 Penalty: 2714.043213
	Iteration 39Q: 3 clusters Score -364347.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -364356.187500 Penalty: 2714.043213
	Iteration 40F: 3 clusters Score -364356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -364362.187500 Penalty: 2714.043213
	Iteration 41Q: 3 clusters Score -364362.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -364369.281250 Penalty: 2714.043213
	Iteration 42Q: 3 clusters Score -364369.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -364376.562500 Penalty: 2714.043213
	Iteration 43Q: 3 clusters Score -364376.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -364382.687500 Penalty: 2714.043213
	Iteration 44Q: 3 clusters Score -364382.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -364388.062500 Penalty: 2714.043213
	Iteration 45Q: 3 clusters Score -364388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -364390.937500 Penalty: 2714.043213
	Iteration 46Q: 3 clusters Score -364390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -364393.812500 Penalty: 2714.043213
	Iteration 47Q: 3 clusters Score -364393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -364396.875000 Penalty: 2714.043213
	Iteration 48Q: 3 clusters Score -364396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -364398.875000 Penalty: 2714.043213
	Iteration 49Q: 3 clusters Score -364398.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -364401.312500 Penalty: 2714.043213
	Iteration 50Q: 3 clusters Score -364401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -364402.906250 Penalty: 2714.043213
	Iteration 51Q: 3 clusters Score -364402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -364402.906250 Penalty: 2714.043213
	Iteration 52F: 3 clusters Score -364402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -328995.375000 Penalty: 1319.788818
	Iteration 0F: 2 clusters Score -328995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -326077.625000 Penalty: 2639.577637
	Iteration 0F: 3 clusters Score -326077.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -326869.250000 Penalty: 2639.577637
	Iteration 1F: 3 clusters Score -326869.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -327102.156250 Penalty: 2639.577637
	Iteration 2F: 3 clusters Score -327102.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -327340.968750 Penalty: 2639.577637
	Iteration 3F: 3 clusters Score -327341 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -327640.343750 Penalty: 2639.577637
	Iteration 4F: 3 clusters Score -327640.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -327948.593750 Penalty: 2639.577637
	Iteration 5F: 3 clusters Score -327948.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -328181.750000 Penalty: 2639.577637
	Iteration 6F: 3 clusters Score -328181.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -328354.437500 Penalty: 2639.577637
	Iteration 7F: 3 clusters Score -328354.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -328486.968750 Penalty: 2639.577637
	Iteration 8Q: 3 clusters Score -328487 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -328560.687500 Penalty: 2639.577637
	Iteration 9Q: 3 clusters Score -328560.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -328594.937500 Penalty: 2639.577637
	Iteration 10Q: 3 clusters Score -328594.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -328610.500000 Penalty: 2639.577637
	Iteration 11Q: 3 clusters Score -328610.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -328619.937500 Penalty: 2639.577637
	Iteration 12Q: 3 clusters Score -328619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -328626.406250 Penalty: 2639.577637
	Iteration 13Q: 3 clusters Score -328626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -328632.937500 Penalty: 2639.577637
	Iteration 14Q: 3 clusters Score -328632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -328639.218750 Penalty: 2639.577637
	Iteration 15Q: 3 clusters Score -328639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -328644.937500 Penalty: 2639.577637
	Iteration 16Q: 3 clusters Score -328644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -328651.906250 Penalty: 2639.577637
	Iteration 17Q: 3 clusters Score -328651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -328659.843750 Penalty: 2639.577637
	Iteration 18Q: 3 clusters Score -328659.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -328666.125000 Penalty: 2639.577637
	Iteration 19Q: 3 clusters Score -328666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -328672.625000 Penalty: 2639.577637
	Iteration 20F: 3 clusters Score -328672.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -328678.406250 Penalty: 2639.577637
	Iteration 21Q: 3 clusters Score -328678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -328682.906250 Penalty: 2639.577637
	Iteration 22Q: 3 clusters Score -328682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -328687.593750 Penalty: 2639.577637
	Iteration 23Q: 3 clusters Score -328687.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -328691.593750 Penalty: 2639.577637
	Iteration 24Q: 3 clusters Score -328691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -328695.875000 Penalty: 2639.577637
	Iteration 25Q: 3 clusters Score -328695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -328699.406250 Penalty: 2639.577637
	Iteration 26Q: 3 clusters Score -328699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -328701.406250 Penalty: 2639.577637
	Iteration 27Q: 3 clusters Score -328701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -328703.218750 Penalty: 2639.577637
	Iteration 28Q: 3 clusters Score -328703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -328705.062500 Penalty: 2639.577637
	Iteration 29Q: 3 clusters Score -328705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -328706.593750 Penalty: 2639.577637
	Iteration 30Q: 3 clusters Score -328706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -328709.218750 Penalty: 2639.577637
	Iteration 31Q: 3 clusters Score -328709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -328711.562500 Penalty: 2639.577637
	Iteration 32Q: 3 clusters Score -328711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -328713.343750 Penalty: 2639.577637
	Iteration 33Q: 3 clusters Score -328713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -328714.531250 Penalty: 2639.577637
	Iteration 34Q: 3 clusters Score -328714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -328715.093750 Penalty: 2639.577637
	Iteration 35Q: 3 clusters Score -328715.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -328715.093750 Penalty: 2639.577637
	Iteration 36F: 3 clusters Score -328715.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -198069.671875 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -198069.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -196018.609375 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -196018.6 nChanged 668
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: -196463.140625 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -196463.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -196559.187500 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -196559.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196620.796875 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -196620.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196659.734375 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -196659.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196698.203125 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -196698.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -196724.937500 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -196724.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196741.281250 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -196741.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -196755.546875 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -196755.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196769.859375 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -196769.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196784.343750 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -196784.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196799.406250 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -196799.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196812.890625 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -196812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -196822.156250 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -196822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196827.968750 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -196828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196835.218750 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -196835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -196845.312500 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -196845.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196855.640625 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -196855.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -196861.937500 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -196861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196867.140625 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -196867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -196870.781250 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -196870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -196873.343750 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -196873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -196876.828125 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -196876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -196877.593750 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -196877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -196878.187500 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -196878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -196879.484375 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -196879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -196879.484375 Penalty: 2465.051270
	Iteration 26F: 3 clusters Score -196879.5 nChanged 0
--- Evaluating fit on full set of 1671503 points ---
Entering Unmasked Estep 
Score: -164747664.000000 Penalty: 93140.023438
22->41 Clusters: Score -164747664.000000, best is -164804224.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 557167 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 25235 members 
Mstep: Class 3 contains 25477 members 
Mstep: Class 4 contains 25674 members 
Mstep: Class 5 contains 25326 members 
Mstep: Class 6 contains 25368 members 
Mstep: Class 7 contains 25401 members 
Mstep: Class 8 contains 25248 members 
Mstep: Class 9 contains 25300 members 
Mstep: Class 10 contains 25355 members 
Mstep: Class 11 contains 25179 members 
Mstep: Class 12 contains 25322 members 
Mstep: Class 13 contains 25319 members 
Mstep: Class 14 contains 25155 members 
Mstep: Class 15 contains 25203 members 
Mstep: Class 16 contains 25066 members 
Mstep: Class 17 contains 25337 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 25340 members 
Mstep: Class 21 contains 25410 members 
Mstep: Class 22 contains 25161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 586.688171 but Gain 2149.976562
Score: -51146916.000000 Penalty: 45149.492188
Iteration 0F: 22 clusters Score -5.114692e+07 nChanged 528250
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 33767 members 
Mstep: Class 3 contains 20883 members 
Mstep: Class 4 contains 37090 members 
Mstep: Class 5 contains 21677 members 
Mstep: Class 6 contains 36855 members 
Mstep: Class 7 contains 20143 members 
Mstep: Class 8 contains 19136 members 
Mstep: Class 9 contains 21939 members 
Mstep: Class 10 contains 22889 members 
Mstep: Class 11 contains 44699 members 
Mstep: Class 12 contains 20022 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 12124 members 
Mstep: Class 15 contains 26067 members 
Mstep: Class 16 contains 35953 members 
Mstep: Class 17 contains 36385 members 
Mstep: Class 18 contains 43763 members 
Mstep: Class 19 contains 20425 members 
Mstep: Class 20 contains 13848 members 
Mstep: Class 21 contains 27604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53249296.000000 Penalty: 45149.492188
Iteration 1F: 22 clusters Score -5.32493e+07 nChanged 240575
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 25532 members 
Mstep: Class 3 contains 14526 members 
Mstep: Class 4 contains 42344 members 
Mstep: Class 5 contains 19818 members 
Mstep: Class 6 contains 52215 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 15217 members 
Mstep: Class 10 contains 23634 members 
Mstep: Class 11 contains 48678 members 
Mstep: Class 12 contains 10324 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 10637 members 
Mstep: Class 15 contains 32780 members 
Mstep: Class 16 contains 70949 members 
Mstep: Class 17 contains 40166 members 
Mstep: Class 18 contains 35038 members 
Mstep: Class 19 contains 21094 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 24769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53864660.000000 Penalty: 45149.492188
Iteration 2F: 22 clusters Score -5.386466e+07 nChanged 157279
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 19146 members 
Mstep: Class 3 contains 10294 members 
Mstep: Class 4 contains 35013 members 
Mstep: Class 5 contains 18374 members 
Mstep: Class 6 contains 61618 members 
Mstep: Class 7 contains 8341 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 32625 members 
Mstep: Class 11 contains 42774 members 
Mstep: Class 12 contains 9420 members 
Mstep: Class 13 contains 11612 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 83157 members 
Mstep: Class 17 contains 39533 members 
Mstep: Class 18 contains 35585 members 
Mstep: Class 19 contains 25592 members 
Mstep: Class 20 contains 17317 members 
Mstep: Class 21 contains 30560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54146188.000000 Penalty: 45149.492188
Iteration 3F: 22 clusters Score -5.414619e+07 nChanged 116832
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 15529 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 26365 members 
Mstep: Class 5 contains 16413 members 
Mstep: Class 6 contains 74438 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 7074 members 
Mstep: Class 9 contains 12595 members 
Mstep: Class 10 contains 44402 members 
Mstep: Class 11 contains 37396 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 10162 members 
Mstep: Class 14 contains 9786 members 
Mstep: Class 15 contains 23566 members 
Mstep: Class 16 contains 80242 members 
Mstep: Class 17 contains 38709 members 
Mstep: Class 18 contains 34960 members 
Mstep: Class 19 contains 26599 members 
Mstep: Class 20 contains 20354 members 
Mstep: Class 21 contains 35934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54326300.000000 Penalty: 45149.492188
Iteration 4F: 22 clusters Score -5.43263e+07 nChanged 93061
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 13503 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 18698 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 88937 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 12129 members 
Mstep: Class 10 contains 50837 members 
Mstep: Class 11 contains 34192 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9191 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 21276 members 
Mstep: Class 16 contains 69996 members 
Mstep: Class 17 contains 42222 members 
Mstep: Class 18 contains 33609 members 
Mstep: Class 19 contains 26356 members 
Mstep: Class 20 contains 20407 members 
Mstep: Class 21 contains 41939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54452152.000000 Penalty: 45149.492188
Iteration 5F: 22 clusters Score -5.445215e+07 nChanged 73970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 12506 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 12312 members 
Mstep: Class 5 contains 11908 members 
Mstep: Class 6 contains 102413 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 11613 members 
Mstep: Class 10 contains 53489 members 
Mstep: Class 11 contains 32307 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 8391 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 15 contains 20384 members 
Mstep: Class 16 contains 61839 members 
Mstep: Class 17 contains 45534 members 
Mstep: Class 18 contains 31830 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 18334 members 
Mstep: Class 21 contains 46565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54540724.000000 Penalty: 45149.492188
Iteration 6F: 22 clusters Score -5.454072e+07 nChanged 57571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 4282 members 
Mstep: Class 4 contains 7681 members 
Mstep: Class 5 contains 10236 members 
Mstep: Class 6 contains 112834 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 10945 members 
Mstep: Class 10 contains 54572 members 
Mstep: Class 11 contains 31350 members 
Mstep: Class 12 contains 13027 members 
Mstep: Class 13 contains 7904 members 
Mstep: Class 14 contains 8656 members 
Mstep: Class 15 contains 18633 members 
Mstep: Class 16 contains 57706 members 
Mstep: Class 17 contains 47141 members 
Mstep: Class 18 contains 29328 members 
Mstep: Class 19 contains 25038 members 
Mstep: Class 20 contains 17062 members 
Mstep: Class 21 contains 50100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54620176.000000 Penalty: 45149.492188
Iteration 7F: 22 clusters Score -5.462018e+07 nChanged 45265
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 10845 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 9098 members 
Mstep: Class 6 contains 118502 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 10168 members 
Mstep: Class 10 contains 54942 members 
Mstep: Class 11 contains 28593 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 7756 members 
Mstep: Class 14 contains 8488 members 
Mstep: Class 15 contains 16330 members 
Mstep: Class 16 contains 59181 members 
Mstep: Class 17 contains 47504 members 
Mstep: Class 18 contains 26858 members 
Mstep: Class 19 contains 24547 members 
Mstep: Class 20 contains 17286 members 
Mstep: Class 21 contains 53284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54693868.000000 Penalty: 45149.492188
Iteration 8F: 22 clusters Score -5.469387e+07 nChanged 37266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 121081 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 9363 members 
Mstep: Class 10 contains 54779 members 
Mstep: Class 11 contains 24589 members 
Mstep: Class 12 contains 14131 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 8395 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 63981 members 
Mstep: Class 17 contains 47900 members 
Mstep: Class 18 contains 24588 members 
Mstep: Class 19 contains 24212 members 
Mstep: Class 20 contains 18159 members 
Mstep: Class 21 contains 55495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54726768.000000 Penalty: 45149.492188
Iteration 9F: 22 clusters Score -5.472677e+07 nChanged 29915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 122272 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 8628 members 
Mstep: Class 10 contains 54242 members 
Mstep: Class 11 contains 22333 members 
Mstep: Class 12 contains 14902 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 8469 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 66995 members 
Mstep: Class 17 contains 48565 members 
Mstep: Class 18 contains 22695 members 
Mstep: Class 19 contains 23856 members 
Mstep: Class 20 contains 19396 members 
Mstep: Class 21 contains 56982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2068.458740 but Gain 2149.976562
Score: -54749524.000000 Penalty: 42999.515625
Iteration 10F: 21 clusters Score -5.474952e+07 nChanged 26214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 5 contains 8666 members 
Mstep: Class 6 contains 122498 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 8030 members 
Mstep: Class 10 contains 53553 members 
Mstep: Class 11 contains 21481 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 8487 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 9127 members 
Mstep: Class 16 contains 69292 members 
Mstep: Class 17 contains 49387 members 
Mstep: Class 18 contains 21336 members 
Mstep: Class 19 contains 23482 members 
Mstep: Class 20 contains 20764 members 
Mstep: Class 21 contains 58541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54768396.000000 Penalty: 42999.515625
Iteration 11Q: 21 clusters Score -5.47684e+07 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 8166 members 
Mstep: Class 3 contains 3851 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 122283 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 7603 members 
Mstep: Class 10 contains 52739 members 
Mstep: Class 11 contains 20418 members 
Mstep: Class 12 contains 16227 members 
Mstep: Class 13 contains 9057 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 7211 members 
Mstep: Class 16 contains 70663 members 
Mstep: Class 17 contains 50386 members 
Mstep: Class 18 contains 19824 members 
Mstep: Class 19 contains 23062 members 
Mstep: Class 20 contains 21991 members 
Mstep: Class 21 contains 59376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54780312.000000 Penalty: 42999.515625
Iteration 12Q: 21 clusters Score -5.478031e+07 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 4739 members 
Mstep: Class 5 contains 8513 members 
Mstep: Class 6 contains 121716 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 51912 members 
Mstep: Class 11 contains 19659 members 
Mstep: Class 12 contains 16692 members 
Mstep: Class 13 contains 9601 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 16 contains 71658 members 
Mstep: Class 17 contains 51452 members 
Mstep: Class 18 contains 18872 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 22992 members 
Mstep: Class 21 contains 59700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54789240.000000 Penalty: 42999.515625
Iteration 13Q: 21 clusters Score -5.478924e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 5 contains 8266 members 
Mstep: Class 6 contains 120950 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 51079 members 
Mstep: Class 11 contains 19127 members 
Mstep: Class 12 contains 17020 members 
Mstep: Class 13 contains 10104 members 
Mstep: Class 14 contains 9363 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 72378 members 
Mstep: Class 17 contains 52503 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 22194 members 
Mstep: Class 20 contains 23878 members 
Mstep: Class 21 contains 59826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54795412.000000 Penalty: 42999.515625
Iteration 14Q: 21 clusters Score -5.479541e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 6669 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 120199 members 
Mstep: Class 7 contains 3243 members 
Mstep: Class 8 contains 8268 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 50306 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 10670 members 
Mstep: Class 14 contains 9498 members 
Mstep: Class 15 contains 3247 members 
Mstep: Class 16 contains 72900 members 
Mstep: Class 17 contains 53486 members 
Mstep: Class 18 contains 17951 members 
Mstep: Class 19 contains 21894 members 
Mstep: Class 20 contains 24667 members 
Mstep: Class 21 contains 59614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54801116.000000 Penalty: 42999.515625
Iteration 15Q: 21 clusters Score -5.480112e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 119319 members 
Mstep: Class 7 contains 3361 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 49528 members 
Mstep: Class 11 contains 18644 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 73241 members 
Mstep: Class 17 contains 54408 members 
Mstep: Class 18 contains 17905 members 
Mstep: Class 19 contains 21647 members 
Mstep: Class 20 contains 25466 members 
Mstep: Class 21 contains 59253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54806172.000000 Penalty: 42999.515625
Iteration 16Q: 21 clusters Score -5.480617e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 118507 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 9355 members 
Mstep: Class 9 contains 6478 members 
Mstep: Class 10 contains 48768 members 
Mstep: Class 11 contains 18521 members 
Mstep: Class 12 contains 17238 members 
Mstep: Class 13 contains 11770 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 73506 members 
Mstep: Class 17 contains 55184 members 
Mstep: Class 18 contains 18164 members 
Mstep: Class 19 contains 21436 members 
Mstep: Class 20 contains 26135 members 
Mstep: Class 21 contains 58794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54809956.000000 Penalty: 42999.515625
Iteration 17Q: 21 clusters Score -5.480996e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 117632 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 6352 members 
Mstep: Class 10 contains 47952 members 
Mstep: Class 11 contains 18438 members 
Mstep: Class 12 contains 17207 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 9986 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 73708 members 
Mstep: Class 17 contains 55936 members 
Mstep: Class 18 contains 18757 members 
Mstep: Class 19 contains 21239 members 
Mstep: Class 20 contains 26733 members 
Mstep: Class 21 contains 58190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54813320.000000 Penalty: 42999.515625
Iteration 18Q: 21 clusters Score -5.481332e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 9629 members 
Mstep: Class 5 contains 7292 members 
Mstep: Class 6 contains 116750 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 8 contains 10690 members 
Mstep: Class 9 contains 6252 members 
Mstep: Class 10 contains 47076 members 
Mstep: Class 11 contains 18360 members 
Mstep: Class 12 contains 17190 members 
Mstep: Class 13 contains 12689 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 73877 members 
Mstep: Class 17 contains 56544 members 
Mstep: Class 18 contains 19625 members 
Mstep: Class 19 contains 21091 members 
Mstep: Class 20 contains 27276 members 
Mstep: Class 21 contains 57634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54816456.000000 Penalty: 42999.515625
Iteration 19Q: 21 clusters Score -5.481646e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 10241 members 
Mstep: Class 5 contains 7207 members 
Mstep: Class 6 contains 115963 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 11415 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 46163 members 
Mstep: Class 11 contains 18314 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 13064 members 
Mstep: Class 14 contains 10263 members 
Mstep: Class 15 contains 1133 members 
Mstep: Class 16 contains 74012 members 
Mstep: Class 17 contains 57090 members 
Mstep: Class 18 contains 20623 members 
Mstep: Class 19 contains 20971 members 
Mstep: Class 20 contains 27699 members 
Mstep: Class 21 contains 56868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54820248.000000 Penalty: 42999.515625
Iteration 20F: 21 clusters Score -5.482025e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 6 contains 115142 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 12143 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 45283 members 
Mstep: Class 11 contains 18277 members 
Mstep: Class 12 contains 17198 members 
Mstep: Class 13 contains 13492 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 1123 members 
Mstep: Class 16 contains 74116 members 
Mstep: Class 17 contains 57557 members 
Mstep: Class 18 contains 21585 members 
Mstep: Class 19 contains 20814 members 
Mstep: Class 20 contains 28010 members 
Mstep: Class 21 contains 55849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54823432.000000 Penalty: 42999.515625
Iteration 21Q: 21 clusters Score -5.482343e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 12309 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 114338 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 12803 members 
Mstep: Class 9 contains 6040 members 
Mstep: Class 10 contains 44424 members 
Mstep: Class 11 contains 18294 members 
Mstep: Class 12 contains 17226 members 
Mstep: Class 13 contains 13871 members 
Mstep: Class 14 contains 10642 members 
Mstep: Class 15 contains 1196 members 
Mstep: Class 16 contains 74209 members 
Mstep: Class 17 contains 57988 members 
Mstep: Class 18 contains 22545 members 
Mstep: Class 19 contains 20635 members 
Mstep: Class 20 contains 28194 members 
Mstep: Class 21 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54826504.000000 Penalty: 42999.515625
Iteration 22Q: 21 clusters Score -5.48265e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 7234 members 
Mstep: Class 3 contains 13289 members 
Mstep: Class 5 contains 7104 members 
Mstep: Class 6 contains 113581 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 13384 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 43630 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 17288 members 
Mstep: Class 13 contains 14190 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 74281 members 
Mstep: Class 17 contains 58334 members 
Mstep: Class 18 contains 23396 members 
Mstep: Class 19 contains 20456 members 
Mstep: Class 20 contains 28293 members 
Mstep: Class 21 contains 54036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54828904.000000 Penalty: 42999.515625
Iteration 23Q: 21 clusters Score -5.48289e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 5 contains 7098 members 
Mstep: Class 6 contains 112865 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 13970 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 42889 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 17307 members 
Mstep: Class 13 contains 14513 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 74343 members 
Mstep: Class 17 contains 58672 members 
Mstep: Class 18 contains 24165 members 
Mstep: Class 19 contains 20282 members 
Mstep: Class 20 contains 28364 members 
Mstep: Class 21 contains 53256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54830920.000000 Penalty: 42999.515625
Iteration 24Q: 21 clusters Score -5.483092e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 15097 members 
Mstep: Class 5 contains 7094 members 
Mstep: Class 6 contains 112184 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 14498 members 
Mstep: Class 9 contains 5694 members 
Mstep: Class 10 contains 42236 members 
Mstep: Class 11 contains 18410 members 
Mstep: Class 12 contains 17334 members 
Mstep: Class 13 contains 14809 members 
Mstep: Class 14 contains 11213 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 74385 members 
Mstep: Class 17 contains 58956 members 
Mstep: Class 18 contains 24699 members 
Mstep: Class 19 contains 20126 members 
Mstep: Class 20 contains 28441 members 
Mstep: Class 21 contains 52655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54832484.000000 Penalty: 42999.515625
Iteration 25Q: 21 clusters Score -5.483248e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 15931 members 
Mstep: Class 5 contains 7114 members 
Mstep: Class 6 contains 111619 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 14963 members 
Mstep: Class 9 contains 5574 members 
Mstep: Class 10 contains 41615 members 
Mstep: Class 11 contains 18498 members 
Mstep: Class 12 contains 17393 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 11361 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 74418 members 
Mstep: Class 17 contains 59229 members 
Mstep: Class 18 contains 25039 members 
Mstep: Class 19 contains 19985 members 
Mstep: Class 20 contains 28480 members 
Mstep: Class 21 contains 52141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54833608.000000 Penalty: 42999.515625
Iteration 26Q: 21 clusters Score -5.483361e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 3 contains 16677 members 
Mstep: Class 5 contains 7118 members 
Mstep: Class 6 contains 111103 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 41102 members 
Mstep: Class 11 contains 18600 members 
Mstep: Class 12 contains 17443 members 
Mstep: Class 13 contains 15388 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 74452 members 
Mstep: Class 17 contains 59491 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 19872 members 
Mstep: Class 20 contains 28511 members 
Mstep: Class 21 contains 51763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54834760.000000 Penalty: 42999.515625
Iteration 27Q: 21 clusters Score -5.483476e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 17357 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 110645 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 15697 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 40626 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 17441 members 
Mstep: Class 13 contains 15676 members 
Mstep: Class 14 contains 11550 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 74491 members 
Mstep: Class 17 contains 59674 members 
Mstep: Class 18 contains 25331 members 
Mstep: Class 19 contains 19792 members 
Mstep: Class 20 contains 28519 members 
Mstep: Class 21 contains 51556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54836144.000000 Penalty: 42999.515625
Iteration 28Q: 21 clusters Score -5.483614e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 7111 members 
Mstep: Class 3 contains 17956 members 
Mstep: Class 5 contains 7134 members 
Mstep: Class 6 contains 110237 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 40185 members 
Mstep: Class 11 contains 18834 members 
Mstep: Class 12 contains 17474 members 
Mstep: Class 13 contains 15961 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 74520 members 
Mstep: Class 17 contains 59815 members 
Mstep: Class 18 contains 25323 members 
Mstep: Class 19 contains 19713 members 
Mstep: Class 20 contains 28508 members 
Mstep: Class 21 contains 51444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54837036.000000 Penalty: 42999.515625
Iteration 29Q: 21 clusters Score -5.483704e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 18482 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 109831 members 
Mstep: Class 7 contains 4119 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 39786 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 17484 members 
Mstep: Class 13 contains 16256 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 1827 members 
Mstep: Class 16 contains 74543 members 
Mstep: Class 17 contains 59970 members 
Mstep: Class 18 contains 25265 members 
Mstep: Class 19 contains 19636 members 
Mstep: Class 20 contains 28475 members 
Mstep: Class 21 contains 51425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54838044.000000 Penalty: 42999.515625
Iteration 30Q: 21 clusters Score -5.483804e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 109456 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 16762 members 
Mstep: Class 9 contains 5014 members 
Mstep: Class 10 contains 39412 members 
Mstep: Class 11 contains 19160 members 
Mstep: Class 12 contains 17419 members 
Mstep: Class 13 contains 16627 members 
Mstep: Class 14 contains 11694 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 74558 members 
Mstep: Class 17 contains 60101 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 19557 members 
Mstep: Class 20 contains 28454 members 
Mstep: Class 21 contains 51498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54839088.000000 Penalty: 42999.515625
Iteration 31Q: 21 clusters Score -5.483909e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 7073 members 
Mstep: Class 3 contains 19249 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 109138 members 
Mstep: Class 7 contains 4171 members 
Mstep: Class 8 contains 17157 members 
Mstep: Class 9 contains 4989 members 
Mstep: Class 10 contains 39015 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 17344 members 
Mstep: Class 13 contains 16998 members 
Mstep: Class 14 contains 11721 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 74577 members 
Mstep: Class 17 contains 60186 members 
Mstep: Class 18 contains 25035 members 
Mstep: Class 19 contains 19478 members 
Mstep: Class 20 contains 28440 members 
Mstep: Class 21 contains 51586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54840072.000000 Penalty: 42999.515625
Iteration 32Q: 21 clusters Score -5.484007e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 19502 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 108882 members 
Mstep: Class 7 contains 4178 members 
Mstep: Class 8 contains 17577 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 38622 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 17304 members 
Mstep: Class 13 contains 17299 members 
Mstep: Class 14 contains 11742 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 74603 members 
Mstep: Class 17 contains 60237 members 
Mstep: Class 18 contains 24901 members 
Mstep: Class 19 contains 19402 members 
Mstep: Class 20 contains 28427 members 
Mstep: Class 21 contains 51695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54841212.000000 Penalty: 42999.515625
Iteration 33Q: 21 clusters Score -5.484121e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 108682 members 
Mstep: Class 7 contains 4201 members 
Mstep: Class 8 contains 18049 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 38232 members 
Mstep: Class 11 contains 19672 members 
Mstep: Class 12 contains 17231 members 
Mstep: Class 13 contains 17563 members 
Mstep: Class 14 contains 11762 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 74641 members 
Mstep: Class 17 contains 60219 members 
Mstep: Class 18 contains 24784 members 
Mstep: Class 19 contains 19333 members 
Mstep: Class 20 contains 28403 members 
Mstep: Class 21 contains 51829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54842092.000000 Penalty: 42999.515625
Iteration 34Q: 21 clusters Score -5.484209e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 19957 members 
Mstep: Class 5 contains 7161 members 
Mstep: Class 6 contains 108522 members 
Mstep: Class 7 contains 4225 members 
Mstep: Class 8 contains 18493 members 
Mstep: Class 9 contains 5016 members 
Mstep: Class 10 contains 37792 members 
Mstep: Class 11 contains 19951 members 
Mstep: Class 12 contains 17198 members 
Mstep: Class 13 contains 17722 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 74677 members 
Mstep: Class 17 contains 60169 members 
Mstep: Class 18 contains 24683 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 28372 members 
Mstep: Class 21 contains 51952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54842860.000000 Penalty: 42999.515625
Iteration 35Q: 21 clusters Score -5.484286e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 20143 members 
Mstep: Class 5 contains 7169 members 
Mstep: Class 6 contains 108405 members 
Mstep: Class 7 contains 4252 members 
Mstep: Class 8 contains 18945 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 37312 members 
Mstep: Class 11 contains 20328 members 
Mstep: Class 12 contains 17146 members 
Mstep: Class 13 contains 17855 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 74708 members 
Mstep: Class 17 contains 60071 members 
Mstep: Class 18 contains 24555 members 
Mstep: Class 19 contains 19171 members 
Mstep: Class 20 contains 28336 members 
Mstep: Class 21 contains 52131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54843976.000000 Penalty: 42999.515625
Iteration 36Q: 21 clusters Score -5.484398e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 20308 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 108275 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 19402 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 36672 members 
Mstep: Class 11 contains 20909 members 
Mstep: Class 12 contains 17081 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 74747 members 
Mstep: Class 17 contains 59960 members 
Mstep: Class 18 contains 24453 members 
Mstep: Class 19 contains 19077 members 
Mstep: Class 20 contains 28294 members 
Mstep: Class 21 contains 52359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54845688.000000 Penalty: 42999.515625
Iteration 37Q: 21 clusters Score -5.484569e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 7147 members 
Mstep: Class 3 contains 20458 members 
Mstep: Class 5 contains 7197 members 
Mstep: Class 6 contains 108114 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 36190 members 
Mstep: Class 11 contains 21465 members 
Mstep: Class 12 contains 16932 members 
Mstep: Class 13 contains 18043 members 
Mstep: Class 14 contains 11838 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 74790 members 
Mstep: Class 17 contains 59831 members 
Mstep: Class 18 contains 24388 members 
Mstep: Class 19 contains 18996 members 
Mstep: Class 20 contains 28281 members 
Mstep: Class 21 contains 52604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54847132.000000 Penalty: 42999.515625
Iteration 38Q: 21 clusters Score -5.484713e+07 nChanged 3702
Entering ConstructFrom: 
Score: -54847132.000000 Penalty: 42999.515625
Entering ConstructFrom: 
Trying to split cluster 1 (19163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Entering Unmasked Estep 
Score: -1901556.625000 Penalty: 1602.369751
	Iteration 0F: 2 clusters Score -1901557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1888570.500000 Penalty: 3204.739502
	Iteration 0F: 3 clusters Score -1888570 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1894303.625000 Penalty: 3204.739502
	Iteration 1F: 3 clusters Score -1894304 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1895971.875000 Penalty: 3204.739502
	Iteration 2F: 3 clusters Score -1895972 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1898473.125000 Penalty: 3204.739502
	Iteration 3F: 3 clusters Score -1898473 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1900852.625000 Penalty: 3204.739502
	Iteration 4F: 3 clusters Score -1900853 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1902036.250000 Penalty: 3204.739502
	Iteration 5F: 3 clusters Score -1902036 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1902517.000000 Penalty: 3204.739502
	Iteration 6Q: 3 clusters Score -1902517 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1902748.625000 Penalty: 3204.739502
	Iteration 7Q: 3 clusters Score -1902749 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1902903.875000 Penalty: 3204.739502
	Iteration 8Q: 3 clusters Score -1902904 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1903037.875000 Penalty: 3204.739502
	Iteration 9Q: 3 clusters Score -1903038 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1903189.875000 Penalty: 3204.739502
	Iteration 10Q: 3 clusters Score -1903190 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1903326.750000 Penalty: 3204.739502
	Iteration 11Q: 3 clusters Score -1903327 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1903497.500000 Penalty: 3204.739502
	Iteration 12Q: 3 clusters Score -1903498 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1903686.000000 Penalty: 3204.739502
	Iteration 13Q: 3 clusters Score -1903686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1903869.625000 Penalty: 3204.739502
	Iteration 14Q: 3 clusters Score -1903870 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1904065.875000 Penalty: 3204.739502
	Iteration 15Q: 3 clusters Score -1904066 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1904240.875000 Penalty: 3204.739502
	Iteration 16Q: 3 clusters Score -1904241 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1904413.000000 Penalty: 3204.739502
	Iteration 17Q: 3 clusters Score -1904413 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1904537.750000 Penalty: 3204.739502
	Iteration 18Q: 3 clusters Score -1904538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1904620.875000 Penalty: 3204.739502
	Iteration 19Q: 3 clusters Score -1904621 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1904689.125000 Penalty: 3204.739502
	Iteration 20F: 3 clusters Score -1904689 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1904722.625000 Penalty: 3204.739502
	Iteration 21Q: 3 clusters Score -1904723 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1904766.000000 Penalty: 3204.739502
	Iteration 22Q: 3 clusters Score -1904766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1904790.375000 Penalty: 3204.739502
	Iteration 23Q: 3 clusters Score -1904790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1904822.875000 Penalty: 3204.739502
	Iteration 24Q: 3 clusters Score -1904823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1904834.500000 Penalty: 3204.739502
	Iteration 25Q: 3 clusters Score -1904834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1904836.000000 Penalty: 3204.739502
	Iteration 26Q: 3 clusters Score -1904836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1904838.875000 Penalty: 3204.739502
	Iteration 27Q: 3 clusters Score -1904839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1904840.625000 Penalty: 3204.739502
	Iteration 28Q: 3 clusters Score -1904841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1904841.750000 Penalty: 3204.739502
	Iteration 29Q: 3 clusters Score -1904842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1904842.250000 Penalty: 3204.739502
	Iteration 30Q: 3 clusters Score -1904842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1904844.625000 Penalty: 3204.739502
	Iteration 31Q: 3 clusters Score -1904845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1904848.000000 Penalty: 3204.739502
	Iteration 32Q: 3 clusters Score -1904848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1904847.750000 Penalty: 3204.739502
	Iteration 33Q: 3 clusters Score -1904848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1904847.625000 Penalty: 3204.739502
	Iteration 34Q: 3 clusters Score -1904848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1904849.125000 Penalty: 3204.739502
	Iteration 35Q: 3 clusters Score -1904849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1904851.875000 Penalty: 3204.739502
	Iteration 36Q: 3 clusters Score -1904852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1904849.250000 Penalty: 3204.739502
	Iteration 37Q: 3 clusters Score -1904849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1904850.375000 Penalty: 3204.739502
	Iteration 38Q: 3 clusters Score -1904850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1904849.500000 Penalty: 3204.739502
	Iteration 39Q: 3 clusters Score -1904850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1904851.375000 Penalty: 3204.739502
	Iteration 40F: 3 clusters Score -1904851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 5113 members 
Mstep: Class 10 contains 36004 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Entering Unmasked Estep 
Score: -54850512.000000 Penalty: 45149.492188
Splitting cluster 1 changes total score from -54847132.000000 to -54850512.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (7156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Entering Unmasked Estep 
Score: -591677.937500 Penalty: 1442.302368
	Iteration 0F: 2 clusters Score -591677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -586485.375000 Penalty: 2884.604736
	Iteration 0F: 3 clusters Score -586485.4 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -589209.187500 Penalty: 2884.604736
	Iteration 1F: 3 clusters Score -589209.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -590341.687500 Penalty: 2884.604736
	Iteration 2F: 3 clusters Score -590341.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -591268.937500 Penalty: 2884.604736
	Iteration 3F: 3 clusters Score -591268.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -592046.187500 Penalty: 2884.604736
	Iteration 4F: 3 clusters Score -592046.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -592372.125000 Penalty: 2884.604736
	Iteration 5F: 3 clusters Score -592372.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -592516.937500 Penalty: 2884.604736
	Iteration 6Q: 3 clusters Score -592516.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -592621.250000 Penalty: 2884.604736
	Iteration 7Q: 3 clusters Score -592621.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -592700.687500 Penalty: 2884.604736
	Iteration 8Q: 3 clusters Score -592700.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -592781.750000 Penalty: 2884.604736
	Iteration 9Q: 3 clusters Score -592781.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -592833.125000 Penalty: 2884.604736
	Iteration 10Q: 3 clusters Score -592833.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -592876.187500 Penalty: 2884.604736
	Iteration 11Q: 3 clusters Score -592876.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -592924.562500 Penalty: 2884.604736
	Iteration 12Q: 3 clusters Score -592924.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -592969.562500 Penalty: 2884.604736
	Iteration 13Q: 3 clusters Score -592969.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -593027.250000 Penalty: 2884.604736
	Iteration 14Q: 3 clusters Score -593027.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -593099.812500 Penalty: 2884.604736
	Iteration 15Q: 3 clusters Score -593099.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -593228.625000 Penalty: 2884.604736
	Iteration 16Q: 3 clusters Score -593228.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -593340.000000 Penalty: 2884.604736
	Iteration 17Q: 3 clusters Score -593340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -593445.000000 Penalty: 2884.604736
	Iteration 18Q: 3 clusters Score -593445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -593562.937500 Penalty: 2884.604736
	Iteration 19Q: 3 clusters Score -593562.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -593651.062500 Penalty: 2884.604736
	Iteration 20F: 3 clusters Score -593651.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -593706.500000 Penalty: 2884.604736
	Iteration 21Q: 3 clusters Score -593706.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -593752.750000 Penalty: 2884.604736
	Iteration 22Q: 3 clusters Score -593752.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -593796.500000 Penalty: 2884.604736
	Iteration 23Q: 3 clusters Score -593796.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -593820.000000 Penalty: 2884.604736
	Iteration 24Q: 3 clusters Score -593820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -593838.000000 Penalty: 2884.604736
	Iteration 25Q: 3 clusters Score -593838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -593853.375000 Penalty: 2884.604736
	Iteration 26Q: 3 clusters Score -593853.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -593866.125000 Penalty: 2884.604736
	Iteration 27Q: 3 clusters Score -593866.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -593875.375000 Penalty: 2884.604736
	Iteration 28Q: 3 clusters Score -593875.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -593883.125000 Penalty: 2884.604736
	Iteration 29Q: 3 clusters Score -593883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -593887.687500 Penalty: 2884.604736
	Iteration 30Q: 3 clusters Score -593887.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -593888.812500 Penalty: 2884.604736
	Iteration 31Q: 3 clusters Score -593888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -593891.312500 Penalty: 2884.604736
	Iteration 32Q: 3 clusters Score -593891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -593893.937500 Penalty: 2884.604736
	Iteration 33Q: 3 clusters Score -593893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -593894.750000 Penalty: 2884.604736
	Iteration 34Q: 3 clusters Score -593894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -593894.375000 Penalty: 2884.604736
	Iteration 35Q: 3 clusters Score -593894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -593894.375000 Penalty: 2884.604736
	Iteration 36F: 3 clusters Score -593894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 5113 members 
Mstep: Class 10 contains 36004 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Entering Unmasked Estep 
Score: -54851992.000000 Penalty: 47299.468750
Splitting cluster 2 changes total score from -54847132.000000 to -54851992.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (20611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Entering Unmasked Estep 
Score: -2120900.750000 Penalty: 1614.206787
	Iteration 0F: 2 clusters Score -2120901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2106871.500000 Penalty: 3228.413574
	Iteration 0F: 3 clusters Score -2106872 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2111906.000000 Penalty: 3228.413574
	Iteration 1F: 3 clusters Score -2111906 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2112246.750000 Penalty: 3228.413574
	Iteration 2Q: 3 clusters Score -2112247 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2112570.750000 Penalty: 3228.413574
	Iteration 3Q: 3 clusters Score -2112571 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2112928.750000 Penalty: 3228.413574
	Iteration 4Q: 3 clusters Score -2112929 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2113420.750000 Penalty: 3228.413574
	Iteration 5Q: 3 clusters Score -2113421 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2114073.000000 Penalty: 3228.413574
	Iteration 6F: 3 clusters Score -2114073 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2114991.250000 Penalty: 3228.413574
	Iteration 7F: 3 clusters Score -2114991 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2116002.750000 Penalty: 3228.413574
	Iteration 8F: 3 clusters Score -2116003 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2116913.500000 Penalty: 3228.413574
	Iteration 9F: 3 clusters Score -2116914 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2117499.000000 Penalty: 3228.413574
	Iteration 10Q: 3 clusters Score -2117499 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2117808.500000 Penalty: 3228.413574
	Iteration 11Q: 3 clusters Score -2117808 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2118030.250000 Penalty: 3228.413574
	Iteration 12Q: 3 clusters Score -2118030 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2118228.500000 Penalty: 3228.413574
	Iteration 13Q: 3 clusters Score -2118228 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2118403.250000 Penalty: 3228.413574
	Iteration 14Q: 3 clusters Score -2118403 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2118532.250000 Penalty: 3228.413574
	Iteration 15Q: 3 clusters Score -2118532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2118638.000000 Penalty: 3228.413574
	Iteration 16Q: 3 clusters Score -2118638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2118713.750000 Penalty: 3228.413574
	Iteration 17Q: 3 clusters Score -2118714 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2118768.250000 Penalty: 3228.413574
	Iteration 18Q: 3 clusters Score -2118768 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2118808.750000 Penalty: 3228.413574
	Iteration 19Q: 3 clusters Score -2118809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2118850.250000 Penalty: 3228.413574
	Iteration 20F: 3 clusters Score -2118850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2118872.250000 Penalty: 3228.413574
	Iteration 21Q: 3 clusters Score -2118872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2118903.250000 Penalty: 3228.413574
	Iteration 22Q: 3 clusters Score -2118903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2118932.000000 Penalty: 3228.413574
	Iteration 23Q: 3 clusters Score -2118932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2118945.000000 Penalty: 3228.413574
	Iteration 24Q: 3 clusters Score -2118945 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2118974.750000 Penalty: 3228.413574
	Iteration 25Q: 3 clusters Score -2118975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2118996.500000 Penalty: 3228.413574
	Iteration 26Q: 3 clusters Score -2118996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2119014.500000 Penalty: 3228.413574
	Iteration 27Q: 3 clusters Score -2119014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2119034.750000 Penalty: 3228.413574
	Iteration 28Q: 3 clusters Score -2119035 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2119048.250000 Penalty: 3228.413574
	Iteration 29Q: 3 clusters Score -2119048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2119059.000000 Penalty: 3228.413574
	Iteration 30Q: 3 clusters Score -2119059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2119087.250000 Penalty: 3228.413574
	Iteration 31Q: 3 clusters Score -2119087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2119104.500000 Penalty: 3228.413574
	Iteration 32Q: 3 clusters Score -2119104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2119130.250000 Penalty: 3228.413574
	Iteration 33Q: 3 clusters Score -2119130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2119150.000000 Penalty: 3228.413574
	Iteration 34Q: 3 clusters Score -2119150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2119167.000000 Penalty: 3228.413574
	Iteration 35Q: 3 clusters Score -2119167 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2119192.750000 Penalty: 3228.413574
	Iteration 36Q: 3 clusters Score -2119193 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2119218.250000 Penalty: 3228.413574
	Iteration 37Q: 3 clusters Score -2119218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2119246.250000 Penalty: 3228.413574
	Iteration 38Q: 3 clusters Score -2119246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2119279.250000 Penalty: 3228.413574
	Iteration 39Q: 3 clusters Score -2119279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2119295.500000 Penalty: 3228.413574
	Iteration 40F: 3 clusters Score -2119296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2119324.250000 Penalty: 3228.413574
	Iteration 41Q: 3 clusters Score -2119324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2119353.250000 Penalty: 3228.413574
	Iteration 42Q: 3 clusters Score -2119353 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2119375.750000 Penalty: 3228.413574
	Iteration 43Q: 3 clusters Score -2119376 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2119403.250000 Penalty: 3228.413574
	Iteration 44Q: 3 clusters Score -2119403 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2119412.250000 Penalty: 3228.413574
	Iteration 45Q: 3 clusters Score -2119412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2119422.000000 Penalty: 3228.413574
	Iteration 46Q: 3 clusters Score -2119422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2119436.750000 Penalty: 3228.413574
	Iteration 47Q: 3 clusters Score -2119437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2119449.250000 Penalty: 3228.413574
	Iteration 48Q: 3 clusters Score -2119449 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2119463.250000 Penalty: 3228.413574
	Iteration 49Q: 3 clusters Score -2119463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2119480.750000 Penalty: 3228.413574
	Iteration 50Q: 3 clusters Score -2119481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2119488.500000 Penalty: 3228.413574
	Iteration 51Q: 3 clusters Score -2119488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2119491.250000 Penalty: 3228.413574
	Iteration 52Q: 3 clusters Score -2119491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2119501.750000 Penalty: 3228.413574
	Iteration 53Q: 3 clusters Score -2119502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2119514.500000 Penalty: 3228.413574
	Iteration 54Q: 3 clusters Score -2119514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2119528.250000 Penalty: 3228.413574
	Iteration 55Q: 3 clusters Score -2119528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2119541.000000 Penalty: 3228.413574
	Iteration 56Q: 3 clusters Score -2119541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2119552.250000 Penalty: 3228.413574
	Iteration 57Q: 3 clusters Score -2119552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2119564.750000 Penalty: 3228.413574
	Iteration 58Q: 3 clusters Score -2119565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2119578.000000 Penalty: 3228.413574
	Iteration 59Q: 3 clusters Score -2119578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2119588.000000 Penalty: 3228.413574
	Iteration 60F: 3 clusters Score -2119588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2119594.250000 Penalty: 3228.413574
	Iteration 61Q: 3 clusters Score -2119594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2119604.000000 Penalty: 3228.413574
	Iteration 62Q: 3 clusters Score -2119604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2119602.500000 Penalty: 3228.413574
	Iteration 63Q: 3 clusters Score -2119602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2119607.750000 Penalty: 3228.413574
	Iteration 64Q: 3 clusters Score -2119608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2119611.750000 Penalty: 3228.413574
	Iteration 65Q: 3 clusters Score -2119612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2119619.000000 Penalty: 3228.413574
	Iteration 66Q: 3 clusters Score -2119619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2119613.750000 Penalty: 3228.413574
	Iteration 67Q: 3 clusters Score -2119614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2119618.750000 Penalty: 3228.413574
	Iteration 68Q: 3 clusters Score -2119619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2119613.250000 Penalty: 3228.413574
	Iteration 69Q: 3 clusters Score -2119613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2119619.000000 Penalty: 3228.413574
	Iteration 70Q: 3 clusters Score -2119619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2119617.500000 Penalty: 3228.413574
	Iteration 71Q: 3 clusters Score -2119618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2119621.500000 Penalty: 3228.413574
	Iteration 72Q: 3 clusters Score -2119622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2119621.250000 Penalty: 3228.413574
	Iteration 73Q: 3 clusters Score -2119621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2119621.500000 Penalty: 3228.413574
	Iteration 74Q: 3 clusters Score -2119622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2119621.000000 Penalty: 3228.413574
	Iteration 75Q: 3 clusters Score -2119621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2119619.500000 Penalty: 3228.413574
	Iteration 76Q: 3 clusters Score -2119620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2119621.750000 Penalty: 3228.413574
	Iteration 77Q: 3 clusters Score -2119622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2119620.750000 Penalty: 3228.413574
	Iteration 78Q: 3 clusters Score -2119621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2119619.500000 Penalty: 3228.413574
	Iteration 79Q: 3 clusters Score -2119620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2119623.250000 Penalty: 3228.413574
	Iteration 80F: 3 clusters Score -2119623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2119623.750000 Penalty: 3228.413574
	Iteration 81Q: 3 clusters Score -2119624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2119623.750000 Penalty: 3228.413574
	Iteration 82F: 3 clusters Score -2119624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -737082.312500 Penalty: 1443.343628
	Iteration 0F: 2 clusters Score -737082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -731777.500000 Penalty: 2886.687256
	Iteration 0F: 3 clusters Score -731777.5 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -733692.875000 Penalty: 2886.687256
	Iteration 1F: 3 clusters Score -733692.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -734347.375000 Penalty: 2886.687256
	Iteration 2F: 3 clusters Score -734347.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -734893.312500 Penalty: 2886.687256
	Iteration 3F: 3 clusters Score -734893.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -735443.000000 Penalty: 2886.687256
	Iteration 4F: 3 clusters Score -735443 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -735969.062500 Penalty: 2886.687256
	Iteration 5F: 3 clusters Score -735969.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -736435.687500 Penalty: 2886.687256
	Iteration 6F: 3 clusters Score -736435.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -736791.812500 Penalty: 2886.687256
	Iteration 7F: 3 clusters Score -736791.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -737011.312500 Penalty: 2886.687256
	Iteration 8Q: 3 clusters Score -737011.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -737126.812500 Penalty: 2886.687256
	Iteration 9Q: 3 clusters Score -737126.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -737185.312500 Penalty: 2886.687256
	Iteration 10Q: 3 clusters Score -737185.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -737213.187500 Penalty: 2886.687256
	Iteration 11Q: 3 clusters Score -737213.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -737234.562500 Penalty: 2886.687256
	Iteration 12Q: 3 clusters Score -737234.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -737248.750000 Penalty: 2886.687256
	Iteration 13Q: 3 clusters Score -737248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -737254.687500 Penalty: 2886.687256
	Iteration 14Q: 3 clusters Score -737254.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -737261.625000 Penalty: 2886.687256
	Iteration 15Q: 3 clusters Score -737261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -737266.187500 Penalty: 2886.687256
	Iteration 16Q: 3 clusters Score -737266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -737267.875000 Penalty: 2886.687256
	Iteration 17Q: 3 clusters Score -737267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -737268.437500 Penalty: 2886.687256
	Iteration 18Q: 3 clusters Score -737268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -737268.062500 Penalty: 2886.687256
	Iteration 19Q: 3 clusters Score -737268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -737267.875000 Penalty: 2886.687256
	Iteration 20F: 3 clusters Score -737267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -737269.625000 Penalty: 2886.687256
	Iteration 21Q: 3 clusters Score -737269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -737269.250000 Penalty: 2886.687256
	Iteration 22Q: 3 clusters Score -737269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -737269.937500 Penalty: 2886.687256
	Iteration 23Q: 3 clusters Score -737269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -737269.937500 Penalty: 2886.687256
	Iteration 24F: 3 clusters Score -737269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 5113 members 
Mstep: Class 10 contains 36004 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Entering Unmasked Estep 
Score: -54851532.000000 Penalty: 49449.445312
Splitting cluster 5 changes total score from -54847132.000000 to -54851532.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (107954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Entering Unmasked Estep 
Score: -11025093.000000 Penalty: 1883.287354
	Iteration 0F: 2 clusters Score -1.102509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -10952725.000000 Penalty: 3766.574707
	Iteration 0F: 3 clusters Score -1.095272e+07 nChanged 51840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -10983386.000000 Penalty: 3766.574707
	Iteration 1F: 3 clusters Score -1.098339e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -10984561.000000 Penalty: 3766.574707
	Iteration 2Q: 3 clusters Score -1.098456e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -10985934.000000 Penalty: 3766.574707
	Iteration 3Q: 3 clusters Score -1.098593e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10987874.000000 Penalty: 3766.574707
	Iteration 4Q: 3 clusters Score -1.098787e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -10990265.000000 Penalty: 3766.574707
	Iteration 5Q: 3 clusters Score -1.099026e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -10993083.000000 Penalty: 3766.574707
	Iteration 6F: 3 clusters Score -1.099308e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -10996307.000000 Penalty: 3766.574707
	Iteration 7F: 3 clusters Score -1.099631e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -10999748.000000 Penalty: 3766.574707
	Iteration 8F: 3 clusters Score -1.099975e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -11002850.000000 Penalty: 3766.574707
	Iteration 9F: 3 clusters Score -1.100285e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -11004560.000000 Penalty: 3766.574707
	Iteration 10Q: 3 clusters Score -1.100456e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -11005370.000000 Penalty: 3766.574707
	Iteration 11Q: 3 clusters Score -1.100537e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -11005738.000000 Penalty: 3766.574707
	Iteration 12Q: 3 clusters Score -1.100574e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -11005937.000000 Penalty: 3766.574707
	Iteration 13Q: 3 clusters Score -1.100594e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -11006059.000000 Penalty: 3766.574707
	Iteration 14Q: 3 clusters Score -1.100606e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -11006160.000000 Penalty: 3766.574707
	Iteration 15Q: 3 clusters Score -1.100616e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -11006241.000000 Penalty: 3766.574707
	Iteration 16Q: 3 clusters Score -1.100624e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -11006315.000000 Penalty: 3766.574707
	Iteration 17Q: 3 clusters Score -1.100632e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -11006459.000000 Penalty: 3766.574707
	Iteration 18Q: 3 clusters Score -1.100646e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -11006563.000000 Penalty: 3766.574707
	Iteration 19Q: 3 clusters Score -1.100656e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -11006612.000000 Penalty: 3766.574707
	Iteration 20F: 3 clusters Score -1.100661e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -11006718.000000 Penalty: 3766.574707
	Iteration 21Q: 3 clusters Score -1.100672e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -11006800.000000 Penalty: 3766.574707
	Iteration 22Q: 3 clusters Score -1.10068e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -11006884.000000 Penalty: 3766.574707
	Iteration 23Q: 3 clusters Score -1.100688e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -11006985.000000 Penalty: 3766.574707
	Iteration 24Q: 3 clusters Score -1.100698e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -11007076.000000 Penalty: 3766.574707
	Iteration 25Q: 3 clusters Score -1.100708e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -11007213.000000 Penalty: 3766.574707
	Iteration 26Q: 3 clusters Score -1.100721e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -11007299.000000 Penalty: 3766.574707
	Iteration 27Q: 3 clusters Score -1.10073e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -11007326.000000 Penalty: 3766.574707
	Iteration 28Q: 3 clusters Score -1.100733e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -11007477.000000 Penalty: 3766.574707
	Iteration 29Q: 3 clusters Score -1.100748e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -11007517.000000 Penalty: 3766.574707
	Iteration 30Q: 3 clusters Score -1.100752e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -11007595.000000 Penalty: 3766.574707
	Iteration 31Q: 3 clusters Score -1.10076e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -11007738.000000 Penalty: 3766.574707
	Iteration 32Q: 3 clusters Score -1.100774e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -11007936.000000 Penalty: 3766.574707
	Iteration 33Q: 3 clusters Score -1.100794e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -11008139.000000 Penalty: 3766.574707
	Iteration 34Q: 3 clusters Score -1.100814e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -11008327.000000 Penalty: 3766.574707
	Iteration 35Q: 3 clusters Score -1.100833e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -11008614.000000 Penalty: 3766.574707
	Iteration 36Q: 3 clusters Score -1.100861e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -11008895.000000 Penalty: 3766.574707
	Iteration 37Q: 3 clusters Score -1.10089e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -11009228.000000 Penalty: 3766.574707
	Iteration 38Q: 3 clusters Score -1.100923e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -11009592.000000 Penalty: 3766.574707
	Iteration 39Q: 3 clusters Score -1.100959e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -11009923.000000 Penalty: 3766.574707
	Iteration 40F: 3 clusters Score -1.100992e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -11010474.000000 Penalty: 3766.574707
	Iteration 41Q: 3 clusters Score -1.101047e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -11011037.000000 Penalty: 3766.574707
	Iteration 42Q: 3 clusters Score -1.101104e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -11011611.000000 Penalty: 3766.574707
	Iteration 43Q: 3 clusters Score -1.101161e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -11012318.000000 Penalty: 3766.574707
	Iteration 44Q: 3 clusters Score -1.101232e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -11013222.000000 Penalty: 3766.574707
	Iteration 45Q: 3 clusters Score -1.101322e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -11014222.000000 Penalty: 3766.574707
	Iteration 46Q: 3 clusters Score -1.101422e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -11015190.000000 Penalty: 3766.574707
	Iteration 47Q: 3 clusters Score -1.101519e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -11016351.000000 Penalty: 3766.574707
	Iteration 48Q: 3 clusters Score -1.101635e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -11017466.000000 Penalty: 3766.574707
	Iteration 49Q: 3 clusters Score -1.101747e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -11018514.000000 Penalty: 3766.574707
	Iteration 50Q: 3 clusters Score -1.101851e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -11019524.000000 Penalty: 3766.574707
	Iteration 51Q: 3 clusters Score -1.101952e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -11020325.000000 Penalty: 3766.574707
	Iteration 52Q: 3 clusters Score -1.102032e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -11021036.000000 Penalty: 3766.574707
	Iteration 53Q: 3 clusters Score -1.102104e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -11021650.000000 Penalty: 3766.574707
	Iteration 54Q: 3 clusters Score -1.102165e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -11022155.000000 Penalty: 3766.574707
	Iteration 55Q: 3 clusters Score -1.102216e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -11022561.000000 Penalty: 3766.574707
	Iteration 56Q: 3 clusters Score -1.102256e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -11022849.000000 Penalty: 3766.574707
	Iteration 57Q: 3 clusters Score -1.102285e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -11023138.000000 Penalty: 3766.574707
	Iteration 58Q: 3 clusters Score -1.102314e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -11023343.000000 Penalty: 3766.574707
	Iteration 59Q: 3 clusters Score -1.102334e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -11023577.000000 Penalty: 3766.574707
	Iteration 60F: 3 clusters Score -1.102358e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -11023768.000000 Penalty: 3766.574707
	Iteration 61Q: 3 clusters Score -1.102377e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -11023874.000000 Penalty: 3766.574707
	Iteration 62Q: 3 clusters Score -1.102387e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -11023965.000000 Penalty: 3766.574707
	Iteration 63Q: 3 clusters Score -1.102396e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -11023965.000000 Penalty: 3766.574707
	Iteration 64Q: 3 clusters Score -1.102396e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -11024037.000000 Penalty: 3766.574707
	Iteration 65Q: 3 clusters Score -1.102404e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -11024052.000000 Penalty: 3766.574707
	Iteration 66Q: 3 clusters Score -1.102405e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11024080.000000 Penalty: 3766.574707
	Iteration 67Q: 3 clusters Score -1.102408e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11024090.000000 Penalty: 3766.574707
	Iteration 68Q: 3 clusters Score -1.102409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -11024107.000000 Penalty: 3766.574707
	Iteration 69Q: 3 clusters Score -1.102411e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -11024104.000000 Penalty: 3766.574707
	Iteration 70Q: 3 clusters Score -1.10241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -11024095.000000 Penalty: 3766.574707
	Iteration 71Q: 3 clusters Score -1.10241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -11024088.000000 Penalty: 3766.574707
	Iteration 72Q: 3 clusters Score -1.102409e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -11024078.000000 Penalty: 3766.574707
	Iteration 73Q: 3 clusters Score -1.102408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -11024084.000000 Penalty: 3766.574707
	Iteration 74Q: 3 clusters Score -1.102408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -11024099.000000 Penalty: 3766.574707
	Iteration 75Q: 3 clusters Score -1.10241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -11024080.000000 Penalty: 3766.574707
	Iteration 76Q: 3 clusters Score -1.102408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104836 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -11024093.000000 Penalty: 3766.574707
	Iteration 77Q: 3 clusters Score -1.102409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11024092.000000 Penalty: 3766.574707
	Iteration 78Q: 3 clusters Score -1.102409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11024077.000000 Penalty: 3766.574707
	Iteration 79Q: 3 clusters Score -1.102408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -11024080.000000 Penalty: 3766.574707
	Iteration 80F: 3 clusters Score -1.102408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -11024081.000000 Penalty: 3766.574707
	Iteration 81Q: 3 clusters Score -1.102408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -11024080.000000 Penalty: 3766.574707
	Iteration 82Q: 3 clusters Score -1.102408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11024096.000000 Penalty: 3766.574707
	Iteration 83Q: 3 clusters Score -1.10241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -11024097.000000 Penalty: 3766.574707
	Iteration 84Q: 3 clusters Score -1.10241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -11024092.000000 Penalty: 3766.574707
	Iteration 85Q: 3 clusters Score -1.102409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104928 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -11024096.000000 Penalty: 3766.574707
	Iteration 86Q: 3 clusters Score -1.10241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104935 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -11024093.000000 Penalty: 3766.574707
	Iteration 87Q: 3 clusters Score -1.102409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11024095.000000 Penalty: 3766.574707
	Iteration 88Q: 3 clusters Score -1.10241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -11024088.000000 Penalty: 3766.574707
	Iteration 89Q: 3 clusters Score -1.102409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -11024085.000000 Penalty: 3766.574707
	Iteration 90Q: 3 clusters Score -1.102408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104972 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -11024077.000000 Penalty: 3766.574707
	Iteration 91Q: 3 clusters Score -1.102408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11024081.000000 Penalty: 3766.574707
	Iteration 92Q: 3 clusters Score -1.102408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -11024086.000000 Penalty: 3766.574707
	Iteration 93Q: 3 clusters Score -1.102409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11024090.000000 Penalty: 3766.574707
	Iteration 94Q: 3 clusters Score -1.102409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11024094.000000 Penalty: 3766.574707
	Iteration 95Q: 3 clusters Score -1.102409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -11024093.000000 Penalty: 3766.574707
	Iteration 96Q: 3 clusters Score -1.102409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -11024099.000000 Penalty: 3766.574707
	Iteration 97Q: 3 clusters Score -1.10241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -11024101.000000 Penalty: 3766.574707
	Iteration 98Q: 3 clusters Score -1.10241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -11024099.000000 Penalty: 3766.574707
	Iteration 99Q: 3 clusters Score -1.10241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -11024099.000000 Penalty: 3766.574707
	Iteration 100F: 3 clusters Score -1.10241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11024100.000000 Penalty: 3766.574707
	Iteration 101Q: 3 clusters Score -1.10241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -11024094.000000 Penalty: 3766.574707
	Iteration 102Q: 3 clusters Score -1.102409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -11024105.000000 Penalty: 3766.574707
	Iteration 103Q: 3 clusters Score -1.10241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -11024105.000000 Penalty: 3766.574707
	Iteration 104Q: 3 clusters Score -1.10241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105070 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -11024110.000000 Penalty: 3766.574707
	Iteration 105Q: 3 clusters Score -1.102411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -11024113.000000 Penalty: 3766.574707
	Iteration 106Q: 3 clusters Score -1.102411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -11024116.000000 Penalty: 3766.574707
	Iteration 107Q: 3 clusters Score -1.102412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -11024120.000000 Penalty: 3766.574707
	Iteration 108Q: 3 clusters Score -1.102412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11024121.000000 Penalty: 3766.574707
	Iteration 109Q: 3 clusters Score -1.102412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11024120.000000 Penalty: 3766.574707
	Iteration 110Q: 3 clusters Score -1.102412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -11024119.000000 Penalty: 3766.574707
	Iteration 111Q: 3 clusters Score -1.102412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -11024122.000000 Penalty: 3766.574707
	Iteration 112Q: 3 clusters Score -1.102412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -11024116.000000 Penalty: 3766.574707
	Iteration 113Q: 3 clusters Score -1.102412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11024120.000000 Penalty: 3766.574707
	Iteration 114Q: 3 clusters Score -1.102412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -11024118.000000 Penalty: 3766.574707
	Iteration 115Q: 3 clusters Score -1.102412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -11024120.000000 Penalty: 3766.574707
	Iteration 116Q: 3 clusters Score -1.102412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11024122.000000 Penalty: 3766.574707
	Iteration 117Q: 3 clusters Score -1.102412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11024122.000000 Penalty: 3766.574707
	Iteration 118F: 3 clusters Score -1.102412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -402940.062500 Penalty: 1361.488525
	Iteration 0F: 2 clusters Score -402940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -399436.250000 Penalty: 2722.977051
	Iteration 0F: 3 clusters Score -399436.2 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -400621.750000 Penalty: 2722.977051
	Iteration 1F: 3 clusters Score -400621.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -400985.125000 Penalty: 2722.977051
	Iteration 2F: 3 clusters Score -400985.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -401308.312500 Penalty: 2722.977051
	Iteration 3F: 3 clusters Score -401308.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -401688.312500 Penalty: 2722.977051
	Iteration 4F: 3 clusters Score -401688.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -402019.843750 Penalty: 2722.977051
	Iteration 5F: 3 clusters Score -402019.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -402193.625000 Penalty: 2722.977051
	Iteration 6F: 3 clusters Score -402193.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -402271.906250 Penalty: 2722.977051
	Iteration 7Q: 3 clusters Score -402271.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -402326.875000 Penalty: 2722.977051
	Iteration 8Q: 3 clusters Score -402326.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -402353.812500 Penalty: 2722.977051
	Iteration 9Q: 3 clusters Score -402353.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -402381.843750 Penalty: 2722.977051
	Iteration 10Q: 3 clusters Score -402381.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -402399.625000 Penalty: 2722.977051
	Iteration 11Q: 3 clusters Score -402399.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -402409.843750 Penalty: 2722.977051
	Iteration 12Q: 3 clusters Score -402409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -402418.281250 Penalty: 2722.977051
	Iteration 13Q: 3 clusters Score -402418.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -402427.812500 Penalty: 2722.977051
	Iteration 14Q: 3 clusters Score -402427.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -402439.750000 Penalty: 2722.977051
	Iteration 15Q: 3 clusters Score -402439.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -402461.656250 Penalty: 2722.977051
	Iteration 16Q: 3 clusters Score -402461.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -402489.968750 Penalty: 2722.977051
	Iteration 17Q: 3 clusters Score -402490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -402527.656250 Penalty: 2722.977051
	Iteration 18Q: 3 clusters Score -402527.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -402573.718750 Penalty: 2722.977051
	Iteration 19Q: 3 clusters Score -402573.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -402610.968750 Penalty: 2722.977051
	Iteration 20F: 3 clusters Score -402611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -402648.593750 Penalty: 2722.977051
	Iteration 21Q: 3 clusters Score -402648.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -402683.500000 Penalty: 2722.977051
	Iteration 22Q: 3 clusters Score -402683.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -402709.687500 Penalty: 2722.977051
	Iteration 23Q: 3 clusters Score -402709.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -402736.375000 Penalty: 2722.977051
	Iteration 24Q: 3 clusters Score -402736.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -402760.250000 Penalty: 2722.977051
	Iteration 25Q: 3 clusters Score -402760.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -402779.656250 Penalty: 2722.977051
	Iteration 26Q: 3 clusters Score -402779.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -402796.781250 Penalty: 2722.977051
	Iteration 27Q: 3 clusters Score -402796.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -402818.187500 Penalty: 2722.977051
	Iteration 28Q: 3 clusters Score -402818.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -402834.937500 Penalty: 2722.977051
	Iteration 29Q: 3 clusters Score -402834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -402862.062500 Penalty: 2722.977051
	Iteration 30Q: 3 clusters Score -402862.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -402894.531250 Penalty: 2722.977051
	Iteration 31Q: 3 clusters Score -402894.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -402921.718750 Penalty: 2722.977051
	Iteration 32Q: 3 clusters Score -402921.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -402941.687500 Penalty: 2722.977051
	Iteration 33Q: 3 clusters Score -402941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -402956.250000 Penalty: 2722.977051
	Iteration 34Q: 3 clusters Score -402956.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -402971.250000 Penalty: 2722.977051
	Iteration 35Q: 3 clusters Score -402971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -402992.156250 Penalty: 2722.977051
	Iteration 36Q: 3 clusters Score -402992.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -403015.156250 Penalty: 2722.977051
	Iteration 37Q: 3 clusters Score -403015.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -403035.781250 Penalty: 2722.977051
	Iteration 38Q: 3 clusters Score -403035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -403048.250000 Penalty: 2722.977051
	Iteration 39Q: 3 clusters Score -403048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -403056.250000 Penalty: 2722.977051
	Iteration 40F: 3 clusters Score -403056.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -403061.218750 Penalty: 2722.977051
	Iteration 41Q: 3 clusters Score -403061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -403064.625000 Penalty: 2722.977051
	Iteration 42Q: 3 clusters Score -403064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -403066.187500 Penalty: 2722.977051
	Iteration 43Q: 3 clusters Score -403066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -403072.000000 Penalty: 2722.977051
	Iteration 44Q: 3 clusters Score -403072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -403078.718750 Penalty: 2722.977051
	Iteration 45Q: 3 clusters Score -403078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -403082.218750 Penalty: 2722.977051
	Iteration 46Q: 3 clusters Score -403082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -403092.593750 Penalty: 2722.977051
	Iteration 47Q: 3 clusters Score -403092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -403101.187500 Penalty: 2722.977051
	Iteration 48Q: 3 clusters Score -403101.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -403111.218750 Penalty: 2722.977051
	Iteration 49Q: 3 clusters Score -403111.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -403128.156250 Penalty: 2722.977051
	Iteration 50Q: 3 clusters Score -403128.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -403153.968750 Penalty: 2722.977051
	Iteration 51Q: 3 clusters Score -403154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -403185.625000 Penalty: 2722.977051
	Iteration 52Q: 3 clusters Score -403185.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -403209.000000 Penalty: 2722.977051
	Iteration 53Q: 3 clusters Score -403209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -403225.218750 Penalty: 2722.977051
	Iteration 54Q: 3 clusters Score -403225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -403234.781250 Penalty: 2722.977051
	Iteration 55Q: 3 clusters Score -403234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -403244.812500 Penalty: 2722.977051
	Iteration 56Q: 3 clusters Score -403244.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -403248.500000 Penalty: 2722.977051
	Iteration 57Q: 3 clusters Score -403248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -403250.937500 Penalty: 2722.977051
	Iteration 58Q: 3 clusters Score -403250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -403253.062500 Penalty: 2722.977051
	Iteration 59Q: 3 clusters Score -403253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -403253.062500 Penalty: 2722.977051
	Iteration 60F: 3 clusters Score -403253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 5113 members 
Mstep: Class 10 contains 36004 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Entering Unmasked Estep 
Score: -54850968.000000 Penalty: 51599.417969
Splitting cluster 7 changes total score from -54847132.000000 to -54850968.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (20352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Entering Unmasked Estep 
Score: -2087759.750000 Penalty: 1612.151855
	Iteration 0F: 2 clusters Score -2087760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2073806.125000 Penalty: 3224.303711
	Iteration 0F: 3 clusters Score -2073806 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2078910.000000 Penalty: 3224.303711
	Iteration 1F: 3 clusters Score -2078910 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2079292.625000 Penalty: 3224.303711
	Iteration 2F: 3 clusters Score -2079293 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2079661.500000 Penalty: 3224.303711
	Iteration 3Q: 3 clusters Score -2079662 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2080067.750000 Penalty: 3224.303711
	Iteration 4Q: 3 clusters Score -2080068 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2080571.125000 Penalty: 3224.303711
	Iteration 5Q: 3 clusters Score -2080571 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2081155.375000 Penalty: 3224.303711
	Iteration 6Q: 3 clusters Score -2081155 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2081823.750000 Penalty: 3224.303711
	Iteration 7F: 3 clusters Score -2081824 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2082458.500000 Penalty: 3224.303711
	Iteration 8F: 3 clusters Score -2082458 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2082953.250000 Penalty: 3224.303711
	Iteration 9Q: 3 clusters Score -2082953 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2083372.500000 Penalty: 3224.303711
	Iteration 10Q: 3 clusters Score -2083372 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2083704.750000 Penalty: 3224.303711
	Iteration 11Q: 3 clusters Score -2083705 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2084017.375000 Penalty: 3224.303711
	Iteration 12Q: 3 clusters Score -2084017 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2084227.625000 Penalty: 3224.303711
	Iteration 13Q: 3 clusters Score -2084228 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2084402.625000 Penalty: 3224.303711
	Iteration 14Q: 3 clusters Score -2084403 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2084555.000000 Penalty: 3224.303711
	Iteration 15Q: 3 clusters Score -2084555 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2084685.125000 Penalty: 3224.303711
	Iteration 16Q: 3 clusters Score -2084685 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2084805.875000 Penalty: 3224.303711
	Iteration 17Q: 3 clusters Score -2084806 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2084895.875000 Penalty: 3224.303711
	Iteration 18Q: 3 clusters Score -2084896 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2084982.750000 Penalty: 3224.303711
	Iteration 19Q: 3 clusters Score -2084983 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2085079.125000 Penalty: 3224.303711
	Iteration 20F: 3 clusters Score -2085079 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2085181.750000 Penalty: 3224.303711
	Iteration 21Q: 3 clusters Score -2085182 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2085272.375000 Penalty: 3224.303711
	Iteration 22Q: 3 clusters Score -2085272 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2085376.625000 Penalty: 3224.303711
	Iteration 23Q: 3 clusters Score -2085377 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2085458.125000 Penalty: 3224.303711
	Iteration 24Q: 3 clusters Score -2085458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2085530.375000 Penalty: 3224.303711
	Iteration 25Q: 3 clusters Score -2085530 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2085604.375000 Penalty: 3224.303711
	Iteration 26Q: 3 clusters Score -2085604 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2085688.875000 Penalty: 3224.303711
	Iteration 27Q: 3 clusters Score -2085689 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2085791.000000 Penalty: 3224.303711
	Iteration 28Q: 3 clusters Score -2085791 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2085914.125000 Penalty: 3224.303711
	Iteration 29Q: 3 clusters Score -2085914 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2086030.500000 Penalty: 3224.303711
	Iteration 30Q: 3 clusters Score -2086030 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2086133.000000 Penalty: 3224.303711
	Iteration 31Q: 3 clusters Score -2086133 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2086252.250000 Penalty: 3224.303711
	Iteration 32Q: 3 clusters Score -2086252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2086380.000000 Penalty: 3224.303711
	Iteration 33Q: 3 clusters Score -2086380 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2086489.625000 Penalty: 3224.303711
	Iteration 34Q: 3 clusters Score -2086490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2086594.500000 Penalty: 3224.303711
	Iteration 35Q: 3 clusters Score -2086594 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2086703.125000 Penalty: 3224.303711
	Iteration 36Q: 3 clusters Score -2086703 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2086786.250000 Penalty: 3224.303711
	Iteration 37Q: 3 clusters Score -2086786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2086860.375000 Penalty: 3224.303711
	Iteration 38Q: 3 clusters Score -2086860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2086934.375000 Penalty: 3224.303711
	Iteration 39Q: 3 clusters Score -2086934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2086993.000000 Penalty: 3224.303711
	Iteration 40F: 3 clusters Score -2086993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2087024.875000 Penalty: 3224.303711
	Iteration 41Q: 3 clusters Score -2087025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2087051.750000 Penalty: 3224.303711
	Iteration 42Q: 3 clusters Score -2087052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2087096.750000 Penalty: 3224.303711
	Iteration 43Q: 3 clusters Score -2087097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2087127.250000 Penalty: 3224.303711
	Iteration 44Q: 3 clusters Score -2087127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2087157.875000 Penalty: 3224.303711
	Iteration 45Q: 3 clusters Score -2087158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2087170.125000 Penalty: 3224.303711
	Iteration 46Q: 3 clusters Score -2087170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2087177.625000 Penalty: 3224.303711
	Iteration 47Q: 3 clusters Score -2087178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2087185.625000 Penalty: 3224.303711
	Iteration 48Q: 3 clusters Score -2087186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2087192.125000 Penalty: 3224.303711
	Iteration 49Q: 3 clusters Score -2087192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2087195.500000 Penalty: 3224.303711
	Iteration 50Q: 3 clusters Score -2087196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2087197.625000 Penalty: 3224.303711
	Iteration 51Q: 3 clusters Score -2087198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2087198.000000 Penalty: 3224.303711
	Iteration 52Q: 3 clusters Score -2087198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2087198.625000 Penalty: 3224.303711
	Iteration 53Q: 3 clusters Score -2087199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2087205.000000 Penalty: 3224.303711
	Iteration 54Q: 3 clusters Score -2087205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2087211.625000 Penalty: 3224.303711
	Iteration 55Q: 3 clusters Score -2087212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2087210.750000 Penalty: 3224.303711
	Iteration 56Q: 3 clusters Score -2087211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2087213.500000 Penalty: 3224.303711
	Iteration 57Q: 3 clusters Score -2087214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2087217.625000 Penalty: 3224.303711
	Iteration 58Q: 3 clusters Score -2087218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2087219.500000 Penalty: 3224.303711
	Iteration 59Q: 3 clusters Score -2087220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2087219.625000 Penalty: 3224.303711
	Iteration 60F: 3 clusters Score -2087220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2087219.875000 Penalty: 3224.303711
	Iteration 61Q: 3 clusters Score -2087220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2087219.875000 Penalty: 3224.303711
	Iteration 62F: 3 clusters Score -2087220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -481052.593750 Penalty: 1387.675415
	Iteration 0F: 2 clusters Score -481052.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -477021.687500 Penalty: 2775.350830
	Iteration 0F: 3 clusters Score -477021.7 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -478463.625000 Penalty: 2775.350830
	Iteration 1F: 3 clusters Score -478463.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -479059.062500 Penalty: 2775.350830
	Iteration 2F: 3 clusters Score -479059.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -479564.468750 Penalty: 2775.350830
	Iteration 3F: 3 clusters Score -479564.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -479957.562500 Penalty: 2775.350830
	Iteration 4F: 3 clusters Score -479957.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -480295.812500 Penalty: 2775.350830
	Iteration 5F: 3 clusters Score -480295.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -480631.406250 Penalty: 2775.350830
	Iteration 6F: 3 clusters Score -480631.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -480932.843750 Penalty: 2775.350830
	Iteration 7F: 3 clusters Score -480932.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -481129.406250 Penalty: 2775.350830
	Iteration 8Q: 3 clusters Score -481129.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -481275.750000 Penalty: 2775.350830
	Iteration 9Q: 3 clusters Score -481275.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -481382.312500 Penalty: 2775.350830
	Iteration 10Q: 3 clusters Score -481382.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -481466.125000 Penalty: 2775.350830
	Iteration 11Q: 3 clusters Score -481466.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -481541.343750 Penalty: 2775.350830
	Iteration 12Q: 3 clusters Score -481541.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -481596.562500 Penalty: 2775.350830
	Iteration 13Q: 3 clusters Score -481596.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -481626.562500 Penalty: 2775.350830
	Iteration 14Q: 3 clusters Score -481626.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -481644.812500 Penalty: 2775.350830
	Iteration 15Q: 3 clusters Score -481644.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -481655.812500 Penalty: 2775.350830
	Iteration 16Q: 3 clusters Score -481655.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -481660.468750 Penalty: 2775.350830
	Iteration 17Q: 3 clusters Score -481660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -481670.531250 Penalty: 2775.350830
	Iteration 18Q: 3 clusters Score -481670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -481675.218750 Penalty: 2775.350830
	Iteration 19Q: 3 clusters Score -481675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -481690.031250 Penalty: 2775.350830
	Iteration 20F: 3 clusters Score -481690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -481695.125000 Penalty: 2775.350830
	Iteration 21Q: 3 clusters Score -481695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -481696.937500 Penalty: 2775.350830
	Iteration 22Q: 3 clusters Score -481696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -481696.687500 Penalty: 2775.350830
	Iteration 23Q: 3 clusters Score -481696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481698.375000 Penalty: 2775.350830
	Iteration 24Q: 3 clusters Score -481698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -481698.906250 Penalty: 2775.350830
	Iteration 25Q: 3 clusters Score -481698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -481699.281250 Penalty: 2775.350830
	Iteration 26Q: 3 clusters Score -481699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -481698.843750 Penalty: 2775.350830
	Iteration 27Q: 3 clusters Score -481698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -481698.843750 Penalty: 2775.350830
	Iteration 28F: 3 clusters Score -481698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 36004 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Entering Unmasked Estep 
Score: -54850852.000000 Penalty: 53749.394531
Splitting cluster 9 changes total score from -54847132.000000 to -54850852.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (36004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Entering Unmasked Estep 
Score: -3612266.250000 Penalty: 1704.850098
	Iteration 0F: 2 clusters Score -3612266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3588100.500000 Penalty: 3409.700195
	Iteration 0F: 3 clusters Score -3588100 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3597818.000000 Penalty: 3409.700195
	Iteration 1F: 3 clusters Score -3597818 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3598624.000000 Penalty: 3409.700195
	Iteration 2F: 3 clusters Score -3598624 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3599819.750000 Penalty: 3409.700195
	Iteration 3F: 3 clusters Score -3599820 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3601588.750000 Penalty: 3409.700195
	Iteration 4F: 3 clusters Score -3601589 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3603754.500000 Penalty: 3409.700195
	Iteration 5F: 3 clusters Score -3603754 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3606081.500000 Penalty: 3409.700195
	Iteration 6F: 3 clusters Score -3606082 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3608263.750000 Penalty: 3409.700195
	Iteration 7F: 3 clusters Score -3608264 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3610033.750000 Penalty: 3409.700195
	Iteration 8F: 3 clusters Score -3610034 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3611329.000000 Penalty: 3409.700195
	Iteration 9Q: 3 clusters Score -3611329 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3612417.000000 Penalty: 3409.700195
	Iteration 10Q: 3 clusters Score -3612417 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3613161.000000 Penalty: 3409.700195
	Iteration 11Q: 3 clusters Score -3613161 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3613496.750000 Penalty: 3409.700195
	Iteration 12Q: 3 clusters Score -3613497 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3613719.000000 Penalty: 3409.700195
	Iteration 13Q: 3 clusters Score -3613719 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3613863.250000 Penalty: 3409.700195
	Iteration 14Q: 3 clusters Score -3613863 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3613995.750000 Penalty: 3409.700195
	Iteration 15Q: 3 clusters Score -3613996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3614113.500000 Penalty: 3409.700195
	Iteration 16Q: 3 clusters Score -3614114 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3614170.000000 Penalty: 3409.700195
	Iteration 17Q: 3 clusters Score -3614170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3614230.000000 Penalty: 3409.700195
	Iteration 18Q: 3 clusters Score -3614230 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -3614267.500000 Penalty: 3409.700195
	Iteration 19Q: 3 clusters Score -3614268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3614305.500000 Penalty: 3409.700195
	Iteration 20F: 3 clusters Score -3614306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3614333.500000 Penalty: 3409.700195
	Iteration 21Q: 3 clusters Score -3614334 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3614342.500000 Penalty: 3409.700195
	Iteration 22Q: 3 clusters Score -3614342 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3614350.750000 Penalty: 3409.700195
	Iteration 23Q: 3 clusters Score -3614351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3614360.500000 Penalty: 3409.700195
	Iteration 24Q: 3 clusters Score -3614360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3614372.250000 Penalty: 3409.700195
	Iteration 25Q: 3 clusters Score -3614372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3614375.000000 Penalty: 3409.700195
	Iteration 26Q: 3 clusters Score -3614375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3614386.000000 Penalty: 3409.700195
	Iteration 27Q: 3 clusters Score -3614386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3614389.750000 Penalty: 3409.700195
	Iteration 28Q: 3 clusters Score -3614390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3614392.500000 Penalty: 3409.700195
	Iteration 29Q: 3 clusters Score -3614392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3614390.000000 Penalty: 3409.700195
	Iteration 30Q: 3 clusters Score -3614390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3614398.500000 Penalty: 3409.700195
	Iteration 31Q: 3 clusters Score -3614398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3614392.000000 Penalty: 3409.700195
	Iteration 32Q: 3 clusters Score -3614392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3614392.250000 Penalty: 3409.700195
	Iteration 33Q: 3 clusters Score -3614392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3614395.750000 Penalty: 3409.700195
	Iteration 34Q: 3 clusters Score -3614396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3614389.250000 Penalty: 3409.700195
	Iteration 35Q: 3 clusters Score -3614389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3614391.750000 Penalty: 3409.700195
	Iteration 36Q: 3 clusters Score -3614392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3614392.750000 Penalty: 3409.700195
	Iteration 37Q: 3 clusters Score -3614393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3614396.500000 Penalty: 3409.700195
	Iteration 38Q: 3 clusters Score -3614396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3614399.500000 Penalty: 3409.700195
	Iteration 39Q: 3 clusters Score -3614400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3614399.500000 Penalty: 3409.700195
	Iteration 40F: 3 clusters Score -3614400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 30474 members 
Entering Unmasked Estep 
Score: -54852512.000000 Penalty: 55899.371094
Splitting cluster 10 changes total score from -54847132.000000 to -54852512.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (21791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Entering Unmasked Estep 
Score: -2148188.500000 Penalty: 1623.253418
	Iteration 0F: 2 clusters Score -2148188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2133472.750000 Penalty: 3246.506836
	Iteration 0F: 3 clusters Score -2133473 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2139907.500000 Penalty: 3246.506836
	Iteration 1F: 3 clusters Score -2139908 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2142200.750000 Penalty: 3246.506836
	Iteration 2F: 3 clusters Score -2142201 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2145647.500000 Penalty: 3246.506836
	Iteration 3F: 3 clusters Score -2145648 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2147989.750000 Penalty: 3246.506836
	Iteration 4F: 3 clusters Score -2147990 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2149060.000000 Penalty: 3246.506836
	Iteration 5F: 3 clusters Score -2149060 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2149666.750000 Penalty: 3246.506836
	Iteration 6Q: 3 clusters Score -2149667 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2150131.500000 Penalty: 3246.506836
	Iteration 7Q: 3 clusters Score -2150132 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2150527.500000 Penalty: 3246.506836
	Iteration 8Q: 3 clusters Score -2150528 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2150819.500000 Penalty: 3246.506836
	Iteration 9Q: 3 clusters Score -2150820 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2151017.750000 Penalty: 3246.506836
	Iteration 10Q: 3 clusters Score -2151018 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2151187.750000 Penalty: 3246.506836
	Iteration 11Q: 3 clusters Score -2151188 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2151329.000000 Penalty: 3246.506836
	Iteration 12Q: 3 clusters Score -2151329 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2151436.500000 Penalty: 3246.506836
	Iteration 13Q: 3 clusters Score -2151436 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2151542.250000 Penalty: 3246.506836
	Iteration 14Q: 3 clusters Score -2151542 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2151615.500000 Penalty: 3246.506836
	Iteration 15Q: 3 clusters Score -2151616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2151694.500000 Penalty: 3246.506836
	Iteration 16Q: 3 clusters Score -2151694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2151747.750000 Penalty: 3246.506836
	Iteration 17Q: 3 clusters Score -2151748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2151816.750000 Penalty: 3246.506836
	Iteration 18Q: 3 clusters Score -2151817 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2151859.500000 Penalty: 3246.506836
	Iteration 19Q: 3 clusters Score -2151860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2151887.500000 Penalty: 3246.506836
	Iteration 20F: 3 clusters Score -2151888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2151916.000000 Penalty: 3246.506836
	Iteration 21Q: 3 clusters Score -2151916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2151954.750000 Penalty: 3246.506836
	Iteration 22Q: 3 clusters Score -2151955 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2151972.250000 Penalty: 3246.506836
	Iteration 23Q: 3 clusters Score -2151972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2152004.500000 Penalty: 3246.506836
	Iteration 24Q: 3 clusters Score -2152004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2152024.750000 Penalty: 3246.506836
	Iteration 25Q: 3 clusters Score -2152025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2152045.250000 Penalty: 3246.506836
	Iteration 26Q: 3 clusters Score -2152045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2152067.000000 Penalty: 3246.506836
	Iteration 27Q: 3 clusters Score -2152067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2152087.250000 Penalty: 3246.506836
	Iteration 28Q: 3 clusters Score -2152087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2152107.000000 Penalty: 3246.506836
	Iteration 29Q: 3 clusters Score -2152107 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2152126.000000 Penalty: 3246.506836
	Iteration 30Q: 3 clusters Score -2152126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2152144.000000 Penalty: 3246.506836
	Iteration 31Q: 3 clusters Score -2152144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2152156.250000 Penalty: 3246.506836
	Iteration 32Q: 3 clusters Score -2152156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2152159.250000 Penalty: 3246.506836
	Iteration 33Q: 3 clusters Score -2152159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2152174.000000 Penalty: 3246.506836
	Iteration 34Q: 3 clusters Score -2152174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2152185.500000 Penalty: 3246.506836
	Iteration 35Q: 3 clusters Score -2152186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2152201.750000 Penalty: 3246.506836
	Iteration 36Q: 3 clusters Score -2152202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2152206.500000 Penalty: 3246.506836
	Iteration 37Q: 3 clusters Score -2152206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2152204.750000 Penalty: 3246.506836
	Iteration 38Q: 3 clusters Score -2152205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2152208.000000 Penalty: 3246.506836
	Iteration 39Q: 3 clusters Score -2152208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2152219.500000 Penalty: 3246.506836
	Iteration 40F: 3 clusters Score -2152220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2152225.500000 Penalty: 3246.506836
	Iteration 41Q: 3 clusters Score -2152226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2152236.000000 Penalty: 3246.506836
	Iteration 42Q: 3 clusters Score -2152236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2152250.500000 Penalty: 3246.506836
	Iteration 43Q: 3 clusters Score -2152250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2152265.000000 Penalty: 3246.506836
	Iteration 44Q: 3 clusters Score -2152265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2152278.500000 Penalty: 3246.506836
	Iteration 45Q: 3 clusters Score -2152278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2152293.250000 Penalty: 3246.506836
	Iteration 46Q: 3 clusters Score -2152293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2152301.750000 Penalty: 3246.506836
	Iteration 47Q: 3 clusters Score -2152302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2152308.000000 Penalty: 3246.506836
	Iteration 48Q: 3 clusters Score -2152308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2152322.000000 Penalty: 3246.506836
	Iteration 49Q: 3 clusters Score -2152322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2152327.000000 Penalty: 3246.506836
	Iteration 50Q: 3 clusters Score -2152327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2152338.750000 Penalty: 3246.506836
	Iteration 51Q: 3 clusters Score -2152339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2152349.250000 Penalty: 3246.506836
	Iteration 52Q: 3 clusters Score -2152349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2152355.250000 Penalty: 3246.506836
	Iteration 53Q: 3 clusters Score -2152355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2152366.250000 Penalty: 3246.506836
	Iteration 54Q: 3 clusters Score -2152366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2152383.250000 Penalty: 3246.506836
	Iteration 55Q: 3 clusters Score -2152383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2152391.750000 Penalty: 3246.506836
	Iteration 56Q: 3 clusters Score -2152392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2152398.500000 Penalty: 3246.506836
	Iteration 57Q: 3 clusters Score -2152398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2152406.000000 Penalty: 3246.506836
	Iteration 58Q: 3 clusters Score -2152406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2152422.750000 Penalty: 3246.506836
	Iteration 59Q: 3 clusters Score -2152423 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2152434.750000 Penalty: 3246.506836
	Iteration 60F: 3 clusters Score -2152435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2152449.000000 Penalty: 3246.506836
	Iteration 61Q: 3 clusters Score -2152449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2152469.250000 Penalty: 3246.506836
	Iteration 62Q: 3 clusters Score -2152469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2152486.250000 Penalty: 3246.506836
	Iteration 63Q: 3 clusters Score -2152486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2152504.250000 Penalty: 3246.506836
	Iteration 64Q: 3 clusters Score -2152504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2152512.500000 Penalty: 3246.506836
	Iteration 65Q: 3 clusters Score -2152512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2152530.750000 Penalty: 3246.506836
	Iteration 66Q: 3 clusters Score -2152531 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2152548.500000 Penalty: 3246.506836
	Iteration 67Q: 3 clusters Score -2152548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2152560.000000 Penalty: 3246.506836
	Iteration 68Q: 3 clusters Score -2152560 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2152579.250000 Penalty: 3246.506836
	Iteration 69Q: 3 clusters Score -2152579 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2152609.750000 Penalty: 3246.506836
	Iteration 70Q: 3 clusters Score -2152610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2152619.250000 Penalty: 3246.506836
	Iteration 71Q: 3 clusters Score -2152619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2152626.750000 Penalty: 3246.506836
	Iteration 72Q: 3 clusters Score -2152627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2152635.500000 Penalty: 3246.506836
	Iteration 73Q: 3 clusters Score -2152636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2152636.500000 Penalty: 3246.506836
	Iteration 74Q: 3 clusters Score -2152636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2152642.500000 Penalty: 3246.506836
	Iteration 75Q: 3 clusters Score -2152642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2152644.500000 Penalty: 3246.506836
	Iteration 76Q: 3 clusters Score -2152644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2152647.000000 Penalty: 3246.506836
	Iteration 77Q: 3 clusters Score -2152647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2152651.750000 Penalty: 3246.506836
	Iteration 78Q: 3 clusters Score -2152652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2152649.250000 Penalty: 3246.506836
	Iteration 79Q: 3 clusters Score -2152649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2152647.500000 Penalty: 3246.506836
	Iteration 80F: 3 clusters Score -2152648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2152649.500000 Penalty: 3246.506836
	Iteration 81Q: 3 clusters Score -2152650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2152648.750000 Penalty: 3246.506836
	Iteration 82Q: 3 clusters Score -2152649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2152649.750000 Penalty: 3246.506836
	Iteration 83Q: 3 clusters Score -2152650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2152649.750000 Penalty: 3246.506836
	Iteration 84F: 3 clusters Score -2152650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 4463 members 
Entering Unmasked Estep 
Score: -54856432.000000 Penalty: 58049.347656
Splitting cluster 11 changes total score from -54847132.000000 to -54856432.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (16762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Entering Unmasked Estep 
Score: -1707193.750000 Penalty: 1580.616333
	Iteration 0F: 2 clusters Score -1707194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1695791.875000 Penalty: 3161.232666
	Iteration 0F: 3 clusters Score -1695792 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1700636.000000 Penalty: 3161.232666
	Iteration 1F: 3 clusters Score -1700636 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1701797.000000 Penalty: 3161.232666
	Iteration 2F: 3 clusters Score -1701797 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1703305.875000 Penalty: 3161.232666
	Iteration 3F: 3 clusters Score -1703306 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1704823.500000 Penalty: 3161.232666
	Iteration 4F: 3 clusters Score -1704824 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1705864.750000 Penalty: 3161.232666
	Iteration 5F: 3 clusters Score -1705865 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1706437.250000 Penalty: 3161.232666
	Iteration 6Q: 3 clusters Score -1706437 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1706793.250000 Penalty: 3161.232666
	Iteration 7Q: 3 clusters Score -1706793 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1707056.250000 Penalty: 3161.232666
	Iteration 8Q: 3 clusters Score -1707056 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1707207.500000 Penalty: 3161.232666
	Iteration 9Q: 3 clusters Score -1707208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1707292.750000 Penalty: 3161.232666
	Iteration 10Q: 3 clusters Score -1707293 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1707340.625000 Penalty: 3161.232666
	Iteration 11Q: 3 clusters Score -1707341 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1707370.875000 Penalty: 3161.232666
	Iteration 12Q: 3 clusters Score -1707371 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1707391.375000 Penalty: 3161.232666
	Iteration 13Q: 3 clusters Score -1707391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1707408.250000 Penalty: 3161.232666
	Iteration 14Q: 3 clusters Score -1707408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1707412.125000 Penalty: 3161.232666
	Iteration 15Q: 3 clusters Score -1707412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1707422.625000 Penalty: 3161.232666
	Iteration 16Q: 3 clusters Score -1707423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1707428.750000 Penalty: 3161.232666
	Iteration 17Q: 3 clusters Score -1707429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1707431.875000 Penalty: 3161.232666
	Iteration 18Q: 3 clusters Score -1707432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1707434.625000 Penalty: 3161.232666
	Iteration 19Q: 3 clusters Score -1707435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1707439.750000 Penalty: 3161.232666
	Iteration 20F: 3 clusters Score -1707440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1707442.000000 Penalty: 3161.232666
	Iteration 21Q: 3 clusters Score -1707442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1707446.375000 Penalty: 3161.232666
	Iteration 22Q: 3 clusters Score -1707446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1707443.875000 Penalty: 3161.232666
	Iteration 23Q: 3 clusters Score -1707444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1707445.625000 Penalty: 3161.232666
	Iteration 24Q: 3 clusters Score -1707446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1707442.750000 Penalty: 3161.232666
	Iteration 25Q: 3 clusters Score -1707443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1707445.250000 Penalty: 3161.232666
	Iteration 26Q: 3 clusters Score -1707445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1707445.375000 Penalty: 3161.232666
	Iteration 27Q: 3 clusters Score -1707445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1707446.500000 Penalty: 3161.232666
	Iteration 28Q: 3 clusters Score -1707446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1707449.500000 Penalty: 3161.232666
	Iteration 29Q: 3 clusters Score -1707450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1707451.250000 Penalty: 3161.232666
	Iteration 30Q: 3 clusters Score -1707451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1707452.125000 Penalty: 3161.232666
	Iteration 31Q: 3 clusters Score -1707452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1707451.875000 Penalty: 3161.232666
	Iteration 32Q: 3 clusters Score -1707452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1707451.875000 Penalty: 3161.232666
	Iteration 33Q: 3 clusters Score -1707452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1707451.875000 Penalty: 3161.232666
	Iteration 34F: 3 clusters Score -1707452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 11725 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 4463 members 
Mstep: Class 28 contains 10504 members 
Entering Unmasked Estep 
Score: -54856024.000000 Penalty: 60199.324219
Splitting cluster 12 changes total score from -54847132.000000 to -54856024.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (18105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Entering Unmasked Estep 
Score: -1790144.125000 Penalty: 1593.140869
	Iteration 0F: 2 clusters Score -1790144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1777777.625000 Penalty: 3186.281738
	Iteration 0F: 3 clusters Score -1777778 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1782385.500000 Penalty: 3186.281738
	Iteration 1F: 3 clusters Score -1782386 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1782890.000000 Penalty: 3186.281738
	Iteration 2F: 3 clusters Score -1782890 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1783611.250000 Penalty: 3186.281738
	Iteration 3F: 3 clusters Score -1783611 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1784587.875000 Penalty: 3186.281738
	Iteration 4F: 3 clusters Score -1784588 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1785707.500000 Penalty: 3186.281738
	Iteration 5F: 3 clusters Score -1785708 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1786837.750000 Penalty: 3186.281738
	Iteration 6F: 3 clusters Score -1786838 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1787673.375000 Penalty: 3186.281738
	Iteration 7F: 3 clusters Score -1787673 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1788233.625000 Penalty: 3186.281738
	Iteration 8Q: 3 clusters Score -1788234 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1788623.000000 Penalty: 3186.281738
	Iteration 9Q: 3 clusters Score -1788623 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1788884.625000 Penalty: 3186.281738
	Iteration 10Q: 3 clusters Score -1788885 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1789062.000000 Penalty: 3186.281738
	Iteration 11Q: 3 clusters Score -1789062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1789191.500000 Penalty: 3186.281738
	Iteration 12Q: 3 clusters Score -1789192 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1789285.875000 Penalty: 3186.281738
	Iteration 13Q: 3 clusters Score -1789286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1789358.250000 Penalty: 3186.281738
	Iteration 14Q: 3 clusters Score -1789358 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1789399.125000 Penalty: 3186.281738
	Iteration 15Q: 3 clusters Score -1789399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1789433.750000 Penalty: 3186.281738
	Iteration 16Q: 3 clusters Score -1789434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1789479.125000 Penalty: 3186.281738
	Iteration 17Q: 3 clusters Score -1789479 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1789532.125000 Penalty: 3186.281738
	Iteration 18Q: 3 clusters Score -1789532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1789598.625000 Penalty: 3186.281738
	Iteration 19Q: 3 clusters Score -1789599 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1789649.250000 Penalty: 3186.281738
	Iteration 20F: 3 clusters Score -1789649 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1789694.875000 Penalty: 3186.281738
	Iteration 21Q: 3 clusters Score -1789695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1789733.000000 Penalty: 3186.281738
	Iteration 22Q: 3 clusters Score -1789733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1789754.250000 Penalty: 3186.281738
	Iteration 23Q: 3 clusters Score -1789754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1789774.250000 Penalty: 3186.281738
	Iteration 24Q: 3 clusters Score -1789774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1789787.250000 Penalty: 3186.281738
	Iteration 25Q: 3 clusters Score -1789787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1789810.250000 Penalty: 3186.281738
	Iteration 26Q: 3 clusters Score -1789810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1789820.875000 Penalty: 3186.281738
	Iteration 27Q: 3 clusters Score -1789821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1789824.500000 Penalty: 3186.281738
	Iteration 28Q: 3 clusters Score -1789824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1789828.250000 Penalty: 3186.281738
	Iteration 29Q: 3 clusters Score -1789828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1789831.750000 Penalty: 3186.281738
	Iteration 30Q: 3 clusters Score -1789832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1789830.625000 Penalty: 3186.281738
	Iteration 31Q: 3 clusters Score -1789831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1789831.250000 Penalty: 3186.281738
	Iteration 32Q: 3 clusters Score -1789831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1789829.875000 Penalty: 3186.281738
	Iteration 33Q: 3 clusters Score -1789830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1789831.125000 Penalty: 3186.281738
	Iteration 34Q: 3 clusters Score -1789831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1789836.625000 Penalty: 3186.281738
	Iteration 35Q: 3 clusters Score -1789837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1789833.500000 Penalty: 3186.281738
	Iteration 36Q: 3 clusters Score -1789834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1789837.500000 Penalty: 3186.281738
	Iteration 37Q: 3 clusters Score -1789838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1789838.375000 Penalty: 3186.281738
	Iteration 38Q: 3 clusters Score -1789838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1789843.750000 Penalty: 3186.281738
	Iteration 39Q: 3 clusters Score -1789844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1789842.125000 Penalty: 3186.281738
	Iteration 40F: 3 clusters Score -1789842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1789843.250000 Penalty: 3186.281738
	Iteration 41Q: 3 clusters Score -1789843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1789843.375000 Penalty: 3186.281738
	Iteration 42Q: 3 clusters Score -1789843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1789841.875000 Penalty: 3186.281738
	Iteration 43Q: 3 clusters Score -1789842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1789842.875000 Penalty: 3186.281738
	Iteration 44Q: 3 clusters Score -1789843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1789843.375000 Penalty: 3186.281738
	Iteration 45Q: 3 clusters Score -1789843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1789844.000000 Penalty: 3186.281738
	Iteration 46Q: 3 clusters Score -1789844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1789842.500000 Penalty: 3186.281738
	Iteration 47Q: 3 clusters Score -1789842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1789843.875000 Penalty: 3186.281738
	Iteration 48Q: 3 clusters Score -1789844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1789844.875000 Penalty: 3186.281738
	Iteration 49Q: 3 clusters Score -1789845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1789845.375000 Penalty: 3186.281738
	Iteration 50Q: 3 clusters Score -1789845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1789844.625000 Penalty: 3186.281738
	Iteration 51Q: 3 clusters Score -1789845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1789844.625000 Penalty: 3186.281738
	Iteration 52F: 3 clusters Score -1789845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -1119687.750000 Penalty: 1522.540161
	Iteration 0F: 2 clusters Score -1119688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1111390.125000 Penalty: 3045.080322
	Iteration 0F: 3 clusters Score -1111390 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1114622.875000 Penalty: 3045.080322
	Iteration 1F: 3 clusters Score -1114623 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1115642.250000 Penalty: 3045.080322
	Iteration 2F: 3 clusters Score -1115642 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1117117.000000 Penalty: 3045.080322
	Iteration 3F: 3 clusters Score -1117117 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1118534.250000 Penalty: 3045.080322
	Iteration 4F: 3 clusters Score -1118534 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1119578.625000 Penalty: 3045.080322
	Iteration 5F: 3 clusters Score -1119579 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1120198.875000 Penalty: 3045.080322
	Iteration 6F: 3 clusters Score -1120199 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1120659.250000 Penalty: 3045.080322
	Iteration 7Q: 3 clusters Score -1120659 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1120996.625000 Penalty: 3045.080322
	Iteration 8Q: 3 clusters Score -1120997 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1121198.375000 Penalty: 3045.080322
	Iteration 9Q: 3 clusters Score -1121198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1121309.625000 Penalty: 3045.080322
	Iteration 10Q: 3 clusters Score -1121310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1121398.000000 Penalty: 3045.080322
	Iteration 11Q: 3 clusters Score -1121398 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1121469.375000 Penalty: 3045.080322
	Iteration 12Q: 3 clusters Score -1121469 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1121521.750000 Penalty: 3045.080322
	Iteration 13Q: 3 clusters Score -1121522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1121556.125000 Penalty: 3045.080322
	Iteration 14Q: 3 clusters Score -1121556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1121578.625000 Penalty: 3045.080322
	Iteration 15Q: 3 clusters Score -1121579 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1121601.125000 Penalty: 3045.080322
	Iteration 16Q: 3 clusters Score -1121601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1121614.500000 Penalty: 3045.080322
	Iteration 17Q: 3 clusters Score -1121614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1121624.375000 Penalty: 3045.080322
	Iteration 18Q: 3 clusters Score -1121624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1121636.250000 Penalty: 3045.080322
	Iteration 19Q: 3 clusters Score -1121636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1121642.125000 Penalty: 3045.080322
	Iteration 20F: 3 clusters Score -1121642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1121648.000000 Penalty: 3045.080322
	Iteration 21Q: 3 clusters Score -1121648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1121658.875000 Penalty: 3045.080322
	Iteration 22Q: 3 clusters Score -1121659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1121667.000000 Penalty: 3045.080322
	Iteration 23Q: 3 clusters Score -1121667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1121672.500000 Penalty: 3045.080322
	Iteration 24Q: 3 clusters Score -1121672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1121681.375000 Penalty: 3045.080322
	Iteration 25Q: 3 clusters Score -1121681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1121686.125000 Penalty: 3045.080322
	Iteration 26Q: 3 clusters Score -1121686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1121701.000000 Penalty: 3045.080322
	Iteration 27Q: 3 clusters Score -1121701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1121707.125000 Penalty: 3045.080322
	Iteration 28Q: 3 clusters Score -1121707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1121717.375000 Penalty: 3045.080322
	Iteration 29Q: 3 clusters Score -1121717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1121720.250000 Penalty: 3045.080322
	Iteration 30Q: 3 clusters Score -1121720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1121727.000000 Penalty: 3045.080322
	Iteration 31Q: 3 clusters Score -1121727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1121727.500000 Penalty: 3045.080322
	Iteration 32Q: 3 clusters Score -1121728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1121735.750000 Penalty: 3045.080322
	Iteration 33Q: 3 clusters Score -1121736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1121738.125000 Penalty: 3045.080322
	Iteration 34Q: 3 clusters Score -1121738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1121743.625000 Penalty: 3045.080322
	Iteration 35Q: 3 clusters Score -1121744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1121744.875000 Penalty: 3045.080322
	Iteration 36Q: 3 clusters Score -1121745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1121747.250000 Penalty: 3045.080322
	Iteration 37Q: 3 clusters Score -1121747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1121749.625000 Penalty: 3045.080322
	Iteration 38Q: 3 clusters Score -1121750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1121757.250000 Penalty: 3045.080322
	Iteration 39Q: 3 clusters Score -1121757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1121761.625000 Penalty: 3045.080322
	Iteration 40F: 3 clusters Score -1121762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1121767.250000 Penalty: 3045.080322
	Iteration 41Q: 3 clusters Score -1121767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1121774.625000 Penalty: 3045.080322
	Iteration 42Q: 3 clusters Score -1121775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1121778.875000 Penalty: 3045.080322
	Iteration 43Q: 3 clusters Score -1121779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1121784.250000 Penalty: 3045.080322
	Iteration 44Q: 3 clusters Score -1121784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1121786.625000 Penalty: 3045.080322
	Iteration 45Q: 3 clusters Score -1121787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1121790.000000 Penalty: 3045.080322
	Iteration 46Q: 3 clusters Score -1121790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1121795.625000 Penalty: 3045.080322
	Iteration 47Q: 3 clusters Score -1121796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1121794.250000 Penalty: 3045.080322
	Iteration 48Q: 3 clusters Score -1121794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1121797.875000 Penalty: 3045.080322
	Iteration 49Q: 3 clusters Score -1121798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1121808.000000 Penalty: 3045.080322
	Iteration 50Q: 3 clusters Score -1121808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1121811.125000 Penalty: 3045.080322
	Iteration 51Q: 3 clusters Score -1121811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1121819.500000 Penalty: 3045.080322
	Iteration 52Q: 3 clusters Score -1121820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1121823.125000 Penalty: 3045.080322
	Iteration 53Q: 3 clusters Score -1121823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1121823.625000 Penalty: 3045.080322
	Iteration 54Q: 3 clusters Score -1121824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1121826.875000 Penalty: 3045.080322
	Iteration 55Q: 3 clusters Score -1121827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1121826.875000 Penalty: 3045.080322
	Iteration 56Q: 3 clusters Score -1121827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1121832.250000 Penalty: 3045.080322
	Iteration 57Q: 3 clusters Score -1121832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1121839.250000 Penalty: 3045.080322
	Iteration 58Q: 3 clusters Score -1121839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1121841.750000 Penalty: 3045.080322
	Iteration 59Q: 3 clusters Score -1121842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1121841.250000 Penalty: 3045.080322
	Iteration 60F: 3 clusters Score -1121841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1121849.000000 Penalty: 3045.080322
	Iteration 61Q: 3 clusters Score -1121849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1121847.625000 Penalty: 3045.080322
	Iteration 62Q: 3 clusters Score -1121848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1121852.375000 Penalty: 3045.080322
	Iteration 63Q: 3 clusters Score -1121852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1121852.500000 Penalty: 3045.080322
	Iteration 64Q: 3 clusters Score -1121852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1121856.500000 Penalty: 3045.080322
	Iteration 65Q: 3 clusters Score -1121856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1121855.375000 Penalty: 3045.080322
	Iteration 66Q: 3 clusters Score -1121855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1121854.625000 Penalty: 3045.080322
	Iteration 67Q: 3 clusters Score -1121855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1121858.625000 Penalty: 3045.080322
	Iteration 68Q: 3 clusters Score -1121859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1121856.500000 Penalty: 3045.080322
	Iteration 69Q: 3 clusters Score -1121856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1121860.750000 Penalty: 3045.080322
	Iteration 70Q: 3 clusters Score -1121861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1121861.750000 Penalty: 3045.080322
	Iteration 71Q: 3 clusters Score -1121862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1121863.250000 Penalty: 3045.080322
	Iteration 72Q: 3 clusters Score -1121863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1121862.750000 Penalty: 3045.080322
	Iteration 73Q: 3 clusters Score -1121863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1121863.625000 Penalty: 3045.080322
	Iteration 74Q: 3 clusters Score -1121864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1121861.750000 Penalty: 3045.080322
	Iteration 75Q: 3 clusters Score -1121862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1121862.875000 Penalty: 3045.080322
	Iteration 76Q: 3 clusters Score -1121863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1121863.750000 Penalty: 3045.080322
	Iteration 77Q: 3 clusters Score -1121864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1121863.750000 Penalty: 3045.080322
	Iteration 78F: 3 clusters Score -1121864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 4463 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 7898 members 
Entering Unmasked Estep 
Score: -54857516.000000 Penalty: 62349.296875
Splitting cluster 14 changes total score from -54847132.000000 to -54857516.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -193777.171875 Penalty: 1228.682251
	Iteration 0F: 2 clusters Score -193777.2 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 947 members 
Entering Unmasked Estep 
Score: -191679.015625 Penalty: 2457.364502
	Iteration 0F: 3 clusters Score -191679 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192136.140625 Penalty: 2457.364502
	Iteration 1F: 3 clusters Score -192136.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -192260.140625 Penalty: 2457.364502
	Iteration 2F: 3 clusters Score -192260.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -192361.187500 Penalty: 2457.364502
	Iteration 3F: 3 clusters Score -192361.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -192461.703125 Penalty: 2457.364502
	Iteration 4Q: 3 clusters Score -192461.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -192552.734375 Penalty: 2457.364502
	Iteration 5Q: 3 clusters Score -192552.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -192665.078125 Penalty: 2457.364502
	Iteration 6Q: 3 clusters Score -192665.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -192744.062500 Penalty: 2457.364502
	Iteration 7Q: 3 clusters Score -192744.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -192809.562500 Penalty: 2457.364502
	Iteration 8Q: 3 clusters Score -192809.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192862.171875 Penalty: 2457.364502
	Iteration 9Q: 3 clusters Score -192862.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -192894.890625 Penalty: 2457.364502
	Iteration 10Q: 3 clusters Score -192894.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -192920.921875 Penalty: 2457.364502
	Iteration 11Q: 3 clusters Score -192920.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -192935.156250 Penalty: 2457.364502
	Iteration 12Q: 3 clusters Score -192935.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -192948.734375 Penalty: 2457.364502
	Iteration 13Q: 3 clusters Score -192948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -192962.625000 Penalty: 2457.364502
	Iteration 14Q: 3 clusters Score -192962.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -192978.953125 Penalty: 2457.364502
	Iteration 15Q: 3 clusters Score -192979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -192989.250000 Penalty: 2457.364502
	Iteration 16Q: 3 clusters Score -192989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -192996.859375 Penalty: 2457.364502
	Iteration 17Q: 3 clusters Score -192996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -192999.281250 Penalty: 2457.364502
	Iteration 18Q: 3 clusters Score -192999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -193000.875000 Penalty: 2457.364502
	Iteration 19Q: 3 clusters Score -193000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193003.453125 Penalty: 2457.364502
	Iteration 20F: 3 clusters Score -193003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -193005.890625 Penalty: 2457.364502
	Iteration 21Q: 3 clusters Score -193005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -193008.265625 Penalty: 2457.364502
	Iteration 22Q: 3 clusters Score -193008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -193009.234375 Penalty: 2457.364502
	Iteration 23Q: 3 clusters Score -193009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -193009.234375 Penalty: 2457.364502
	Iteration 24F: 3 clusters Score -193009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Entering Unmasked Estep 
Score: -7919457.500000 Penalty: 1823.752808
	Iteration 0F: 2 clusters Score -7919458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -7869406.000000 Penalty: 3647.505615
	Iteration 0F: 3 clusters Score -7869406 nChanged 35568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -7889839.500000 Penalty: 3647.505615
	Iteration 1F: 3 clusters Score -7889840 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -7890470.500000 Penalty: 3647.505615
	Iteration 2Q: 3 clusters Score -7890470 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7891384.000000 Penalty: 3647.505615
	Iteration 3Q: 3 clusters Score -7891384 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7892728.000000 Penalty: 3647.505615
	Iteration 4Q: 3 clusters Score -7892728 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -7895116.500000 Penalty: 3647.505615
	Iteration 5F: 3 clusters Score -7895116 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -7898708.000000 Penalty: 3647.505615
	Iteration 6F: 3 clusters Score -7898708 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -7903284.000000 Penalty: 3647.505615
	Iteration 7F: 3 clusters Score -7903284 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -7907718.500000 Penalty: 3647.505615
	Iteration 8F: 3 clusters Score -7907718 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -7910978.500000 Penalty: 3647.505615
	Iteration 9F: 3 clusters Score -7910978 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -7913137.000000 Penalty: 3647.505615
	Iteration 10Q: 3 clusters Score -7913137 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -7914638.000000 Penalty: 3647.505615
	Iteration 11Q: 3 clusters Score -7914638 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7915813.000000 Penalty: 3647.505615
	Iteration 12Q: 3 clusters Score -7915813 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7916697.000000 Penalty: 3647.505615
	Iteration 13Q: 3 clusters Score -7916697 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7917309.000000 Penalty: 3647.505615
	Iteration 14Q: 3 clusters Score -7917309 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7917642.500000 Penalty: 3647.505615
	Iteration 15Q: 3 clusters Score -7917642 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7917800.000000 Penalty: 3647.505615
	Iteration 16Q: 3 clusters Score -7917800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7917870.000000 Penalty: 3647.505615
	Iteration 17Q: 3 clusters Score -7917870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7917914.000000 Penalty: 3647.505615
	Iteration 18Q: 3 clusters Score -7917914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7917946.500000 Penalty: 3647.505615
	Iteration 19Q: 3 clusters Score -7917946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7917975.000000 Penalty: 3647.505615
	Iteration 20F: 3 clusters Score -7917975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7917986.500000 Penalty: 3647.505615
	Iteration 21Q: 3 clusters Score -7917986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7917997.500000 Penalty: 3647.505615
	Iteration 22Q: 3 clusters Score -7917998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7918001.500000 Penalty: 3647.505615
	Iteration 23Q: 3 clusters Score -7918002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7918006.500000 Penalty: 3647.505615
	Iteration 24Q: 3 clusters Score -7918006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7918006.500000 Penalty: 3647.505615
	Iteration 25Q: 3 clusters Score -7918006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7918004.500000 Penalty: 3647.505615
	Iteration 26Q: 3 clusters Score -7918004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7918014.500000 Penalty: 3647.505615
	Iteration 27Q: 3 clusters Score -7918014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7918022.000000 Penalty: 3647.505615
	Iteration 28Q: 3 clusters Score -7918022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7918029.500000 Penalty: 3647.505615
	Iteration 29Q: 3 clusters Score -7918030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7918038.500000 Penalty: 3647.505615
	Iteration 30Q: 3 clusters Score -7918038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7918046.000000 Penalty: 3647.505615
	Iteration 31Q: 3 clusters Score -7918046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7918049.500000 Penalty: 3647.505615
	Iteration 32Q: 3 clusters Score -7918050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7918046.500000 Penalty: 3647.505615
	Iteration 33Q: 3 clusters Score -7918046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7918053.500000 Penalty: 3647.505615
	Iteration 34Q: 3 clusters Score -7918054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7918053.500000 Penalty: 3647.505615
	Iteration 35F: 3 clusters Score -7918054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Entering Unmasked Estep 
Score: -6135559.500000 Penalty: 1786.966797
	Iteration 0F: 2 clusters Score -6135560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -6095764.000000 Penalty: 3573.933594
	Iteration 0F: 3 clusters Score -6095764 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -6111657.000000 Penalty: 3573.933594
	Iteration 1F: 3 clusters Score -6111657 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -6112296.500000 Penalty: 3573.933594
	Iteration 2Q: 3 clusters Score -6112296 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -6112981.500000 Penalty: 3573.933594
	Iteration 3Q: 3 clusters Score -6112982 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -6113904.500000 Penalty: 3573.933594
	Iteration 4Q: 3 clusters Score -6113904 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6115172.500000 Penalty: 3573.933594
	Iteration 5Q: 3 clusters Score -6115172 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -6117097.000000 Penalty: 3573.933594
	Iteration 6F: 3 clusters Score -6117097 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -6119723.500000 Penalty: 3573.933594
	Iteration 7F: 3 clusters Score -6119724 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6122696.000000 Penalty: 3573.933594
	Iteration 8F: 3 clusters Score -6122696 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -6125722.000000 Penalty: 3573.933594
	Iteration 9F: 3 clusters Score -6125722 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6128433.000000 Penalty: 3573.933594
	Iteration 10Q: 3 clusters Score -6128433 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -6130449.000000 Penalty: 3573.933594
	Iteration 11Q: 3 clusters Score -6130449 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -6131920.500000 Penalty: 3573.933594
	Iteration 12Q: 3 clusters Score -6131920 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -6132838.000000 Penalty: 3573.933594
	Iteration 13Q: 3 clusters Score -6132838 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -6133437.000000 Penalty: 3573.933594
	Iteration 14Q: 3 clusters Score -6133437 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -6133742.000000 Penalty: 3573.933594
	Iteration 15Q: 3 clusters Score -6133742 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -6133937.500000 Penalty: 3573.933594
	Iteration 16Q: 3 clusters Score -6133938 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6134071.000000 Penalty: 3573.933594
	Iteration 17Q: 3 clusters Score -6134071 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -6134166.500000 Penalty: 3573.933594
	Iteration 18Q: 3 clusters Score -6134166 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -6134227.500000 Penalty: 3573.933594
	Iteration 19Q: 3 clusters Score -6134228 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6134276.500000 Penalty: 3573.933594
	Iteration 20F: 3 clusters Score -6134276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -6134320.000000 Penalty: 3573.933594
	Iteration 21Q: 3 clusters Score -6134320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -6134346.500000 Penalty: 3573.933594
	Iteration 22Q: 3 clusters Score -6134346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -6134365.000000 Penalty: 3573.933594
	Iteration 23Q: 3 clusters Score -6134365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -6134371.500000 Penalty: 3573.933594
	Iteration 24Q: 3 clusters Score -6134372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -6134373.500000 Penalty: 3573.933594
	Iteration 25Q: 3 clusters Score -6134374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -6134377.500000 Penalty: 3573.933594
	Iteration 26Q: 3 clusters Score -6134378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6134387.000000 Penalty: 3573.933594
	Iteration 27Q: 3 clusters Score -6134387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -6134381.500000 Penalty: 3573.933594
	Iteration 28Q: 3 clusters Score -6134382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -6134398.000000 Penalty: 3573.933594
	Iteration 29Q: 3 clusters Score -6134398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -6134407.500000 Penalty: 3573.933594
	Iteration 30Q: 3 clusters Score -6134408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -6134403.000000 Penalty: 3573.933594
	Iteration 31Q: 3 clusters Score -6134403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6134409.000000 Penalty: 3573.933594
	Iteration 32Q: 3 clusters Score -6134409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -6134409.000000 Penalty: 3573.933594
	Iteration 33Q: 3 clusters Score -6134409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -6134402.500000 Penalty: 3573.933594
	Iteration 34Q: 3 clusters Score -6134402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -6134403.000000 Penalty: 3573.933594
	Iteration 35Q: 3 clusters Score -6134403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -6134404.500000 Penalty: 3573.933594
	Iteration 36Q: 3 clusters Score -6134404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -6134407.500000 Penalty: 3573.933594
	Iteration 37Q: 3 clusters Score -6134408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -6134412.500000 Penalty: 3573.933594
	Iteration 38Q: 3 clusters Score -6134412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -6134411.000000 Penalty: 3573.933594
	Iteration 39Q: 3 clusters Score -6134411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -6134407.000000 Penalty: 3573.933594
	Iteration 40F: 3 clusters Score -6134407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -6134410.500000 Penalty: 3573.933594
	Iteration 41Q: 3 clusters Score -6134410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -6134410.500000 Penalty: 3573.933594
	Iteration 42Q: 3 clusters Score -6134410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -6134411.000000 Penalty: 3573.933594
	Iteration 43Q: 3 clusters Score -6134411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -6134413.500000 Penalty: 3573.933594
	Iteration 44Q: 3 clusters Score -6134414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6134412.000000 Penalty: 3573.933594
	Iteration 45Q: 3 clusters Score -6134412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -6134412.500000 Penalty: 3573.933594
	Iteration 46Q: 3 clusters Score -6134412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6134413.500000 Penalty: 3573.933594
	Iteration 47Q: 3 clusters Score -6134414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6134413.500000 Penalty: 3573.933594
	Iteration 48F: 3 clusters Score -6134414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Entering Unmasked Estep 
Score: -2416327.500000 Penalty: 1641.349976
	Iteration 0F: 2 clusters Score -2416328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2399900.750000 Penalty: 3282.699951
	Iteration 0F: 3 clusters Score -2399901 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2406216.250000 Penalty: 3282.699951
	Iteration 1F: 3 clusters Score -2406216 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2406912.250000 Penalty: 3282.699951
	Iteration 2F: 3 clusters Score -2406912 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2407705.750000 Penalty: 3282.699951
	Iteration 3F: 3 clusters Score -2407706 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2408649.000000 Penalty: 3282.699951
	Iteration 4F: 3 clusters Score -2408649 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2409621.000000 Penalty: 3282.699951
	Iteration 5F: 3 clusters Score -2409621 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2410447.500000 Penalty: 3282.699951
	Iteration 6F: 3 clusters Score -2410448 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2411072.250000 Penalty: 3282.699951
	Iteration 7F: 3 clusters Score -2411072 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2411520.000000 Penalty: 3282.699951
	Iteration 8Q: 3 clusters Score -2411520 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2411879.250000 Penalty: 3282.699951
	Iteration 9Q: 3 clusters Score -2411879 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2412191.750000 Penalty: 3282.699951
	Iteration 10Q: 3 clusters Score -2412192 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2412509.000000 Penalty: 3282.699951
	Iteration 11Q: 3 clusters Score -2412509 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2412824.500000 Penalty: 3282.699951
	Iteration 12Q: 3 clusters Score -2412824 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2413163.500000 Penalty: 3282.699951
	Iteration 13Q: 3 clusters Score -2413164 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2413516.750000 Penalty: 3282.699951
	Iteration 14Q: 3 clusters Score -2413517 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2413831.500000 Penalty: 3282.699951
	Iteration 15Q: 3 clusters Score -2413832 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2414117.250000 Penalty: 3282.699951
	Iteration 16Q: 3 clusters Score -2414117 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2414330.000000 Penalty: 3282.699951
	Iteration 17Q: 3 clusters Score -2414330 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2414481.500000 Penalty: 3282.699951
	Iteration 18Q: 3 clusters Score -2414482 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2414601.750000 Penalty: 3282.699951
	Iteration 19Q: 3 clusters Score -2414602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2414707.250000 Penalty: 3282.699951
	Iteration 20F: 3 clusters Score -2414707 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2414794.250000 Penalty: 3282.699951
	Iteration 21Q: 3 clusters Score -2414794 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2414857.750000 Penalty: 3282.699951
	Iteration 22Q: 3 clusters Score -2414858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2414891.000000 Penalty: 3282.699951
	Iteration 23Q: 3 clusters Score -2414891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2414913.000000 Penalty: 3282.699951
	Iteration 24Q: 3 clusters Score -2414913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2414938.000000 Penalty: 3282.699951
	Iteration 25Q: 3 clusters Score -2414938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2414962.500000 Penalty: 3282.699951
	Iteration 26Q: 3 clusters Score -2414962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2414981.500000 Penalty: 3282.699951
	Iteration 27Q: 3 clusters Score -2414982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2414991.500000 Penalty: 3282.699951
	Iteration 28Q: 3 clusters Score -2414992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2415007.000000 Penalty: 3282.699951
	Iteration 29Q: 3 clusters Score -2415007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2415011.250000 Penalty: 3282.699951
	Iteration 30Q: 3 clusters Score -2415011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2415018.750000 Penalty: 3282.699951
	Iteration 31Q: 3 clusters Score -2415019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2415027.500000 Penalty: 3282.699951
	Iteration 32Q: 3 clusters Score -2415028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2415025.500000 Penalty: 3282.699951
	Iteration 33Q: 3 clusters Score -2415026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2415030.000000 Penalty: 3282.699951
	Iteration 34Q: 3 clusters Score -2415030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2415028.750000 Penalty: 3282.699951
	Iteration 35Q: 3 clusters Score -2415029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2415029.250000 Penalty: 3282.699951
	Iteration 36Q: 3 clusters Score -2415029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2415028.500000 Penalty: 3282.699951
	Iteration 37Q: 3 clusters Score -2415028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2415030.000000 Penalty: 3282.699951
	Iteration 38Q: 3 clusters Score -2415030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2415036.000000 Penalty: 3282.699951
	Iteration 39Q: 3 clusters Score -2415036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2415036.500000 Penalty: 3282.699951
	Iteration 40F: 3 clusters Score -2415036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2415041.500000 Penalty: 3282.699951
	Iteration 41Q: 3 clusters Score -2415042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2415043.750000 Penalty: 3282.699951
	Iteration 42Q: 3 clusters Score -2415044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2415048.750000 Penalty: 3282.699951
	Iteration 43Q: 3 clusters Score -2415049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2415048.000000 Penalty: 3282.699951
	Iteration 44Q: 3 clusters Score -2415048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2415052.250000 Penalty: 3282.699951
	Iteration 45Q: 3 clusters Score -2415052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2415052.500000 Penalty: 3282.699951
	Iteration 46Q: 3 clusters Score -2415052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2415057.750000 Penalty: 3282.699951
	Iteration 47Q: 3 clusters Score -2415058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2415056.500000 Penalty: 3282.699951
	Iteration 48Q: 3 clusters Score -2415056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2415057.250000 Penalty: 3282.699951
	Iteration 49Q: 3 clusters Score -2415057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2415057.250000 Penalty: 3282.699951
	Iteration 50F: 3 clusters Score -2415057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Entering Unmasked Estep 
Score: -1802959.375000 Penalty: 1600.330322
	Iteration 0F: 2 clusters Score -1802959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1790084.625000 Penalty: 3200.660645
	Iteration 0F: 3 clusters Score -1790085 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1795941.000000 Penalty: 3200.660645
	Iteration 1F: 3 clusters Score -1795941 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1798277.500000 Penalty: 3200.660645
	Iteration 2F: 3 clusters Score -1798278 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1800843.625000 Penalty: 3200.660645
	Iteration 3F: 3 clusters Score -1800844 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1802692.500000 Penalty: 3200.660645
	Iteration 4F: 3 clusters Score -1802692 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1803830.250000 Penalty: 3200.660645
	Iteration 5F: 3 clusters Score -1803830 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1804532.750000 Penalty: 3200.660645
	Iteration 6F: 3 clusters Score -1804533 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1805079.250000 Penalty: 3200.660645
	Iteration 7Q: 3 clusters Score -1805079 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1805619.500000 Penalty: 3200.660645
	Iteration 8Q: 3 clusters Score -1805620 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1806160.375000 Penalty: 3200.660645
	Iteration 9Q: 3 clusters Score -1806160 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1806519.250000 Penalty: 3200.660645
	Iteration 10Q: 3 clusters Score -1806519 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1806749.500000 Penalty: 3200.660645
	Iteration 11Q: 3 clusters Score -1806750 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1806854.125000 Penalty: 3200.660645
	Iteration 12Q: 3 clusters Score -1806854 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1806906.125000 Penalty: 3200.660645
	Iteration 13Q: 3 clusters Score -1806906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1806938.000000 Penalty: 3200.660645
	Iteration 14Q: 3 clusters Score -1806938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1806962.375000 Penalty: 3200.660645
	Iteration 15Q: 3 clusters Score -1806962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1806969.375000 Penalty: 3200.660645
	Iteration 16Q: 3 clusters Score -1806969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1806975.625000 Penalty: 3200.660645
	Iteration 17Q: 3 clusters Score -1806976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1806991.500000 Penalty: 3200.660645
	Iteration 18Q: 3 clusters Score -1806992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1807007.750000 Penalty: 3200.660645
	Iteration 19Q: 3 clusters Score -1807008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1807027.125000 Penalty: 3200.660645
	Iteration 20F: 3 clusters Score -1807027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1807055.125000 Penalty: 3200.660645
	Iteration 21Q: 3 clusters Score -1807055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1807076.000000 Penalty: 3200.660645
	Iteration 22Q: 3 clusters Score -1807076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1807088.875000 Penalty: 3200.660645
	Iteration 23Q: 3 clusters Score -1807089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1807096.500000 Penalty: 3200.660645
	Iteration 24Q: 3 clusters Score -1807096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1807102.000000 Penalty: 3200.660645
	Iteration 25Q: 3 clusters Score -1807102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1807097.000000 Penalty: 3200.660645
	Iteration 26Q: 3 clusters Score -1807097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1807096.875000 Penalty: 3200.660645
	Iteration 27Q: 3 clusters Score -1807097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1807098.500000 Penalty: 3200.660645
	Iteration 28Q: 3 clusters Score -1807098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1807096.875000 Penalty: 3200.660645
	Iteration 29Q: 3 clusters Score -1807097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1807098.375000 Penalty: 3200.660645
	Iteration 30Q: 3 clusters Score -1807098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1807098.750000 Penalty: 3200.660645
	Iteration 31Q: 3 clusters Score -1807099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1807099.000000 Penalty: 3200.660645
	Iteration 32Q: 3 clusters Score -1807099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1807096.375000 Penalty: 3200.660645
	Iteration 33Q: 3 clusters Score -1807096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1807097.625000 Penalty: 3200.660645
	Iteration 34Q: 3 clusters Score -1807098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1807097.625000 Penalty: 3200.660645
	Iteration 35F: 3 clusters Score -1807098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 4463 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 7898 members 
Mstep: Class 30 contains 14443 members 
Entering Unmasked Estep 
Score: -54861172.000000 Penalty: 64499.273438
Splitting cluster 19 changes total score from -54847132.000000 to -54861172.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (28272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Entering Unmasked Estep 
Score: -2627078.000000 Penalty: 1665.564453
	Iteration 0F: 2 clusters Score -2627078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2607988.500000 Penalty: 3331.128906
	Iteration 0F: 3 clusters Score -2607988 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2615712.500000 Penalty: 3331.128906
	Iteration 1F: 3 clusters Score -2615712 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2616861.250000 Penalty: 3331.128906
	Iteration 2F: 3 clusters Score -2616861 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2618248.750000 Penalty: 3331.128906
	Iteration 3F: 3 clusters Score -2618249 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2619812.500000 Penalty: 3331.128906
	Iteration 4F: 3 clusters Score -2619812 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2621251.750000 Penalty: 3331.128906
	Iteration 5F: 3 clusters Score -2621252 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2622443.750000 Penalty: 3331.128906
	Iteration 6F: 3 clusters Score -2622444 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2623512.000000 Penalty: 3331.128906
	Iteration 7F: 3 clusters Score -2623512 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2624328.250000 Penalty: 3331.128906
	Iteration 8Q: 3 clusters Score -2624328 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2625082.250000 Penalty: 3331.128906
	Iteration 9Q: 3 clusters Score -2625082 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2625822.500000 Penalty: 3331.128906
	Iteration 10Q: 3 clusters Score -2625822 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2626493.250000 Penalty: 3331.128906
	Iteration 11Q: 3 clusters Score -2626493 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2627174.750000 Penalty: 3331.128906
	Iteration 12Q: 3 clusters Score -2627175 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2627828.250000 Penalty: 3331.128906
	Iteration 13Q: 3 clusters Score -2627828 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2628397.250000 Penalty: 3331.128906
	Iteration 14Q: 3 clusters Score -2628397 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2628875.750000 Penalty: 3331.128906
	Iteration 15Q: 3 clusters Score -2628876 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2629252.500000 Penalty: 3331.128906
	Iteration 16Q: 3 clusters Score -2629252 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2629617.500000 Penalty: 3331.128906
	Iteration 17Q: 3 clusters Score -2629618 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2629861.000000 Penalty: 3331.128906
	Iteration 18Q: 3 clusters Score -2629861 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2629956.000000 Penalty: 3331.128906
	Iteration 19Q: 3 clusters Score -2629956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2629978.250000 Penalty: 3331.128906
	Iteration 20F: 3 clusters Score -2629978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2629997.250000 Penalty: 3331.128906
	Iteration 21Q: 3 clusters Score -2629997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2630021.250000 Penalty: 3331.128906
	Iteration 22Q: 3 clusters Score -2630021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2630038.000000 Penalty: 3331.128906
	Iteration 23Q: 3 clusters Score -2630038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2630049.250000 Penalty: 3331.128906
	Iteration 24Q: 3 clusters Score -2630049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2630061.000000 Penalty: 3331.128906
	Iteration 25Q: 3 clusters Score -2630061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2630067.750000 Penalty: 3331.128906
	Iteration 26Q: 3 clusters Score -2630068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2630078.500000 Penalty: 3331.128906
	Iteration 27Q: 3 clusters Score -2630078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -2630085.250000 Penalty: 3331.128906
	Iteration 28Q: 3 clusters Score -2630085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2630083.000000 Penalty: 3331.128906
	Iteration 29Q: 3 clusters Score -2630083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -2630090.000000 Penalty: 3331.128906
	Iteration 30Q: 3 clusters Score -2630090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2630089.500000 Penalty: 3331.128906
	Iteration 31Q: 3 clusters Score -2630090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2630101.250000 Penalty: 3331.128906
	Iteration 32Q: 3 clusters Score -2630101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2630105.000000 Penalty: 3331.128906
	Iteration 33Q: 3 clusters Score -2630105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -2630104.750000 Penalty: 3331.128906
	Iteration 34Q: 3 clusters Score -2630105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2630104.500000 Penalty: 3331.128906
	Iteration 35Q: 3 clusters Score -2630104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2630103.250000 Penalty: 3331.128906
	Iteration 36Q: 3 clusters Score -2630103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2630103.250000 Penalty: 3331.128906
	Iteration 37F: 3 clusters Score -2630103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 4 contains 15861 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 52860 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 4463 members 
Mstep: Class 28 contains 10504 members 
Mstep: Class 29 contains 7898 members 
Mstep: Class 30 contains 14443 members 
Mstep: Class 31 contains 25194 members 
Entering Unmasked Estep 
Score: -54863864.000000 Penalty: 66649.250000
Splitting cluster 20 changes total score from -54847132.000000 to -54863864.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (52860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Entering Unmasked Estep 
Score: -5501091.000000 Penalty: 1767.252930
	Iteration 0F: 2 clusters Score -5501091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5465864.500000 Penalty: 3534.505859
	Iteration 0F: 3 clusters Score -5465864 nChanged 24669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5480184.000000 Penalty: 3534.505859
	Iteration 1F: 3 clusters Score -5480184 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5480860.500000 Penalty: 3534.505859
	Iteration 2Q: 3 clusters Score -5480860 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -5481632.500000 Penalty: 3534.505859
	Iteration 3Q: 3 clusters Score -5481632 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -5482520.500000 Penalty: 3534.505859
	Iteration 4Q: 3 clusters Score -5482520 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -5483518.500000 Penalty: 3534.505859
	Iteration 5Q: 3 clusters Score -5483518 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5484606.500000 Penalty: 3534.505859
	Iteration 6Q: 3 clusters Score -5484606 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5485687.500000 Penalty: 3534.505859
	Iteration 7F: 3 clusters Score -5485688 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5486739.500000 Penalty: 3534.505859
	Iteration 8Q: 3 clusters Score -5486740 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -5487700.000000 Penalty: 3534.505859
	Iteration 9Q: 3 clusters Score -5487700 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5488511.500000 Penalty: 3534.505859
	Iteration 10Q: 3 clusters Score -5488512 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5489299.500000 Penalty: 3534.505859
	Iteration 11Q: 3 clusters Score -5489300 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -5490140.500000 Penalty: 3534.505859
	Iteration 12Q: 3 clusters Score -5490140 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5491287.500000 Penalty: 3534.505859
	Iteration 13Q: 3 clusters Score -5491288 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5492645.500000 Penalty: 3534.505859
	Iteration 14Q: 3 clusters Score -5492646 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -5494039.000000 Penalty: 3534.505859
	Iteration 15Q: 3 clusters Score -5494039 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -5495613.000000 Penalty: 3534.505859
	Iteration 16Q: 3 clusters Score -5495613 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5496978.500000 Penalty: 3534.505859
	Iteration 17Q: 3 clusters Score -5496978 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5498031.500000 Penalty: 3534.505859
	Iteration 18Q: 3 clusters Score -5498032 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5498735.500000 Penalty: 3534.505859
	Iteration 19Q: 3 clusters Score -5498736 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5499099.000000 Penalty: 3534.505859
	Iteration 20F: 3 clusters Score -5499099 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5499325.500000 Penalty: 3534.505859
	Iteration 21Q: 3 clusters Score -5499326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5499414.000000 Penalty: 3534.505859
	Iteration 22Q: 3 clusters Score -5499414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5499460.500000 Penalty: 3534.505859
	Iteration 23Q: 3 clusters Score -5499460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5499485.000000 Penalty: 3534.505859
	Iteration 24Q: 3 clusters Score -5499485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5499509.000000 Penalty: 3534.505859
	Iteration 25Q: 3 clusters Score -5499509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5499529.000000 Penalty: 3534.505859
	Iteration 26Q: 3 clusters Score -5499529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5499547.000000 Penalty: 3534.505859
	Iteration 27Q: 3 clusters Score -5499547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5499560.500000 Penalty: 3534.505859
	Iteration 28Q: 3 clusters Score -5499560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5499563.500000 Penalty: 3534.505859
	Iteration 29Q: 3 clusters Score -5499564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5499573.000000 Penalty: 3534.505859
	Iteration 30Q: 3 clusters Score -5499573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5499578.500000 Penalty: 3534.505859
	Iteration 31Q: 3 clusters Score -5499578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5499588.000000 Penalty: 3534.505859
	Iteration 32Q: 3 clusters Score -5499588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5499597.500000 Penalty: 3534.505859
	Iteration 33Q: 3 clusters Score -5499598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5499598.000000 Penalty: 3534.505859
	Iteration 34Q: 3 clusters Score -5499598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5499598.000000 Penalty: 3534.505859
	Iteration 35Q: 3 clusters Score -5499598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5499600.500000 Penalty: 3534.505859
	Iteration 36Q: 3 clusters Score -5499600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5499602.000000 Penalty: 3534.505859
	Iteration 37Q: 3 clusters Score -5499602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5499601.500000 Penalty: 3534.505859
	Iteration 38Q: 3 clusters Score -5499602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5499601.500000 Penalty: 3534.505859
	Iteration 39F: 3 clusters Score -5499602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20611 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 107954 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17328 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 18105 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 59678 members 
Mstep: Class 18 contains 24358 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 52860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54872904.000000 Penalty: 66649.250000
Iteration 39Q: 32 clusters Score -5.48729e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 14992 members 
Mstep: Class 5 contains 6778 members 
Mstep: Class 6 contains 108062 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 20663 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 5953 members 
Mstep: Class 11 contains 17269 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 18137 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 74885 members 
Mstep: Class 17 contains 59688 members 
Mstep: Class 18 contains 24596 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 53159 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 3239 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 29788 members 
Mstep: Class 27 contains 4596 members 
Mstep: Class 28 contains 10362 members 
Mstep: Class 29 contains 7408 members 
Mstep: Class 30 contains 13908 members 
Mstep: Class 31 contains 24168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54880100.000000 Penalty: 66649.250000
Iteration 40F: 32 clusters Score -5.48801e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 21097 members 
Mstep: Class 4 contains 14944 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 107576 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 6087 members 
Mstep: Class 11 contains 17066 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 17895 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 74893 members 
Mstep: Class 17 contains 59380 members 
Mstep: Class 18 contains 24282 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 53288 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 3220 members 
Mstep: Class 25 contains 2523 members 
Mstep: Class 26 contains 29730 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 7311 members 
Mstep: Class 30 contains 13654 members 
Mstep: Class 31 contains 24398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54883064.000000 Penalty: 66649.250000
Iteration 41Q: 32 clusters Score -5.488306e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 21238 members 
Mstep: Class 4 contains 14884 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 107188 members 
Mstep: Class 7 contains 1197 members 
Mstep: Class 8 contains 20747 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 6217 members 
Mstep: Class 11 contains 16906 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 17681 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 74906 members 
Mstep: Class 17 contains 59065 members 
Mstep: Class 18 contains 24056 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3508 members 
Mstep: Class 21 contains 53474 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 29600 members 
Mstep: Class 27 contains 4826 members 
Mstep: Class 28 contains 10595 members 
Mstep: Class 29 contains 7203 members 
Mstep: Class 30 contains 13465 members 
Mstep: Class 31 contains 24546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54884908.000000 Penalty: 66649.250000
Iteration 42Q: 32 clusters Score -5.488491e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 21375 members 
Mstep: Class 4 contains 14790 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 106876 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 20885 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 16794 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 4829 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 74899 members 
Mstep: Class 17 contains 58745 members 
Mstep: Class 18 contains 23817 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 53729 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 745 members 
Mstep: Class 24 contains 3240 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 29437 members 
Mstep: Class 27 contains 4945 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 7118 members 
Mstep: Class 30 contains 13325 members 
Mstep: Class 31 contains 24616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54886100.000000 Penalty: 66649.250000
Iteration 43Q: 32 clusters Score -5.48861e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 14681 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 106612 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 21079 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 16686 members 
Mstep: Class 12 contains 7071 members 
Mstep: Class 13 contains 17380 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 74885 members 
Mstep: Class 17 contains 58430 members 
Mstep: Class 18 contains 23576 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 21 contains 54012 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 29270 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 10741 members 
Mstep: Class 29 contains 7069 members 
Mstep: Class 30 contains 13173 members 
Mstep: Class 31 contains 24651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54887252.000000 Penalty: 66649.250000
Iteration 44Q: 32 clusters Score -5.488725e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1754 members 
Mstep: Class 3 contains 21594 members 
Mstep: Class 4 contains 14586 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 106424 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 21275 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 16600 members 
Mstep: Class 12 contains 7180 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 74875 members 
Mstep: Class 17 contains 58074 members 
Mstep: Class 18 contains 23309 members 
Mstep: Class 19 contains 4526 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 54340 members 
Mstep: Class 22 contains 5752 members 
Mstep: Class 23 contains 747 members 
Mstep: Class 24 contains 3224 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 29124 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 10796 members 
Mstep: Class 29 contains 7035 members 
Mstep: Class 30 contains 13031 members 
Mstep: Class 31 contains 24655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54888096.000000 Penalty: 66649.250000
Iteration 45Q: 32 clusters Score -5.48881e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 21676 members 
Mstep: Class 4 contains 14509 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 106238 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 21518 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 16504 members 
Mstep: Class 12 contains 7287 members 
Mstep: Class 13 contains 17196 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 74865 members 
Mstep: Class 17 contains 57678 members 
Mstep: Class 18 contains 22981 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 54716 members 
Mstep: Class 22 contains 5721 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3229 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 28997 members 
Mstep: Class 27 contains 5273 members 
Mstep: Class 28 contains 10845 members 
Mstep: Class 29 contains 7041 members 
Mstep: Class 30 contains 12917 members 
Mstep: Class 31 contains 24679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54888800.000000 Penalty: 66649.250000
Iteration 46Q: 32 clusters Score -5.48888e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 21748 members 
Mstep: Class 4 contains 14414 members 
Mstep: Class 5 contains 6885 members 
Mstep: Class 6 contains 106070 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 16435 members 
Mstep: Class 12 contains 7364 members 
Mstep: Class 13 contains 17126 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 74856 members 
Mstep: Class 17 contains 57314 members 
Mstep: Class 18 contains 22659 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 55110 members 
Mstep: Class 22 contains 5687 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3234 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 28867 members 
Mstep: Class 27 contains 5352 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 12792 members 
Mstep: Class 31 contains 24670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54889256.000000 Penalty: 66649.250000
Iteration 47Q: 32 clusters Score -5.488926e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 21801 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 105882 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 22068 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 17038 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 74846 members 
Mstep: Class 17 contains 56988 members 
Mstep: Class 18 contains 22378 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 3732 members 
Mstep: Class 21 contains 55532 members 
Mstep: Class 22 contains 5658 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 3237 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 28781 members 
Mstep: Class 27 contains 5413 members 
Mstep: Class 28 contains 10911 members 
Mstep: Class 29 contains 7112 members 
Mstep: Class 30 contains 12693 members 
Mstep: Class 31 contains 24647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54889728.000000 Penalty: 66649.250000
Iteration 48Q: 32 clusters Score -5.488973e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 21853 members 
Mstep: Class 4 contains 14173 members 
Mstep: Class 5 contains 6891 members 
Mstep: Class 6 contains 105708 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 22315 members 
Mstep: Class 9 contains 3781 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 16328 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 16963 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 56657 members 
Mstep: Class 18 contains 22123 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 3757 members 
Mstep: Class 21 contains 55961 members 
Mstep: Class 22 contains 5625 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 3255 members 
Mstep: Class 25 contains 2422 members 
Mstep: Class 26 contains 28677 members 
Mstep: Class 27 contains 5472 members 
Mstep: Class 28 contains 10950 members 
Mstep: Class 29 contains 7119 members 
Mstep: Class 30 contains 12640 members 
Mstep: Class 31 contains 24627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54890128.000000 Penalty: 66649.250000
Iteration 49Q: 32 clusters Score -5.489013e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 21886 members 
Mstep: Class 4 contains 14045 members 
Mstep: Class 5 contains 6895 members 
Mstep: Class 6 contains 105469 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 22563 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 16288 members 
Mstep: Class 12 contains 7625 members 
Mstep: Class 13 contains 16926 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2429 members 
Mstep: Class 16 contains 74835 members 
Mstep: Class 17 contains 56342 members 
Mstep: Class 18 contains 21875 members 
Mstep: Class 19 contains 4504 members 
Mstep: Class 20 contains 3789 members 
Mstep: Class 21 contains 56430 members 
Mstep: Class 22 contains 5601 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3266 members 
Mstep: Class 25 contains 2415 members 
Mstep: Class 26 contains 28573 members 
Mstep: Class 27 contains 5529 members 
Mstep: Class 28 contains 10986 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 12612 members 
Mstep: Class 31 contains 24611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54890556.000000 Penalty: 66649.250000
Iteration 50Q: 32 clusters Score -5.489056e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 21906 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 105215 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 22816 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 7705 members 
Mstep: Class 13 contains 16873 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 74831 members 
Mstep: Class 17 contains 56021 members 
Mstep: Class 18 contains 21643 members 
Mstep: Class 19 contains 4500 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 56940 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3278 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 28481 members 
Mstep: Class 27 contains 5576 members 
Mstep: Class 28 contains 11016 members 
Mstep: Class 29 contains 7143 members 
Mstep: Class 30 contains 12592 members 
Mstep: Class 31 contains 24603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54891016.000000 Penalty: 66649.250000
Iteration 51Q: 32 clusters Score -5.489102e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 21932 members 
Mstep: Class 4 contains 13765 members 
Mstep: Class 5 contains 6911 members 
Mstep: Class 6 contains 104959 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 23063 members 
Mstep: Class 9 contains 3911 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 16225 members 
Mstep: Class 12 contains 7787 members 
Mstep: Class 13 contains 16827 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 2455 members 
Mstep: Class 16 contains 74825 members 
Mstep: Class 17 contains 55718 members 
Mstep: Class 18 contains 21376 members 
Mstep: Class 19 contains 4490 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 57447 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 3290 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 28432 members 
Mstep: Class 27 contains 5614 members 
Mstep: Class 28 contains 11041 members 
Mstep: Class 29 contains 7121 members 
Mstep: Class 30 contains 12576 members 
Mstep: Class 31 contains 24613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54891400.000000 Penalty: 66649.250000
Iteration 52Q: 32 clusters Score -5.48914e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1748 members 
Mstep: Class 3 contains 21947 members 
Mstep: Class 4 contains 13610 members 
Mstep: Class 5 contains 6919 members 
Mstep: Class 6 contains 104698 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 23325 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 16204 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 16784 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 74825 members 
Mstep: Class 17 contains 55425 members 
Mstep: Class 18 contains 21125 members 
Mstep: Class 19 contains 4487 members 
Mstep: Class 20 contains 3837 members 
Mstep: Class 21 contains 57964 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3328 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 28393 members 
Mstep: Class 27 contains 5650 members 
Mstep: Class 28 contains 11053 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 12530 members 
Mstep: Class 31 contains 24609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54891836.000000 Penalty: 66649.250000
Iteration 53Q: 32 clusters Score -5.489184e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1739 members 
Mstep: Class 3 contains 21961 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 104464 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 23548 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 6722 members 
Mstep: Class 11 contains 16179 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 16757 members 
Mstep: Class 14 contains 6142 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 74822 members 
Mstep: Class 17 contains 55125 members 
Mstep: Class 18 contains 20889 members 
Mstep: Class 19 contains 4483 members 
Mstep: Class 20 contains 3841 members 
Mstep: Class 21 contains 58475 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 28352 members 
Mstep: Class 27 contains 5688 members 
Mstep: Class 28 contains 11074 members 
Mstep: Class 29 contains 7132 members 
Mstep: Class 30 contains 12477 members 
Mstep: Class 31 contains 24597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54891972.000000 Penalty: 66649.250000
Iteration 54Q: 32 clusters Score -5.489197e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 21977 members 
Mstep: Class 4 contains 13363 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 104162 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 23764 members 
Mstep: Class 9 contains 4157 members 
Mstep: Class 10 contains 6731 members 
Mstep: Class 11 contains 16152 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 16723 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 74822 members 
Mstep: Class 17 contains 54853 members 
Mstep: Class 18 contains 20647 members 
Mstep: Class 19 contains 4486 members 
Mstep: Class 20 contains 3844 members 
Mstep: Class 21 contains 59019 members 
Mstep: Class 22 contains 5527 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 28317 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 11088 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 12418 members 
Mstep: Class 31 contains 24601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54892464.000000 Penalty: 66649.250000
Iteration 55Q: 32 clusters Score -5.489246e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1725 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 13272 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 103801 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 23985 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 16132 members 
Mstep: Class 12 contains 8057 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 74819 members 
Mstep: Class 17 contains 54606 members 
Mstep: Class 18 contains 20423 members 
Mstep: Class 19 contains 4480 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 59574 members 
Mstep: Class 22 contains 5526 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 3406 members 
Mstep: Class 25 contains 2224 members 
Mstep: Class 26 contains 28284 members 
Mstep: Class 27 contains 5778 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 7127 members 
Mstep: Class 30 contains 12316 members 
Mstep: Class 31 contains 24598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54892580.000000 Penalty: 66649.250000
Iteration 56Q: 32 clusters Score -5.489258e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1719 members 
Mstep: Class 3 contains 22012 members 
Mstep: Class 4 contains 13182 members 
Mstep: Class 5 contains 6954 members 
Mstep: Class 6 contains 103419 members 
Mstep: Class 7 contains 1649 members 
Mstep: Class 8 contains 24225 members 
Mstep: Class 9 contains 4393 members 
Mstep: Class 10 contains 6758 members 
Mstep: Class 11 contains 16111 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 16650 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 74815 members 
Mstep: Class 17 contains 54357 members 
Mstep: Class 18 contains 20178 members 
Mstep: Class 19 contains 4484 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 60156 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 28251 members 
Mstep: Class 27 contains 5816 members 
Mstep: Class 28 contains 11112 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 12227 members 
Mstep: Class 31 contains 24581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54892964.000000 Penalty: 66649.250000
Iteration 57Q: 32 clusters Score -5.489296e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 22033 members 
Mstep: Class 4 contains 13102 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 103076 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 24445 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 16092 members 
Mstep: Class 12 contains 8136 members 
Mstep: Class 13 contains 16642 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 74811 members 
Mstep: Class 17 contains 54099 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 20 contains 3861 members 
Mstep: Class 21 contains 60727 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 3457 members 
Mstep: Class 25 contains 2203 members 
Mstep: Class 26 contains 28230 members 
Mstep: Class 27 contains 5853 members 
Mstep: Class 28 contains 11126 members 
Mstep: Class 29 contains 7129 members 
Mstep: Class 30 contains 12157 members 
Mstep: Class 31 contains 24545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54893264.000000 Penalty: 66649.250000
Iteration 58Q: 32 clusters Score -5.489326e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1703 members 
Mstep: Class 3 contains 22050 members 
Mstep: Class 4 contains 13039 members 
Mstep: Class 5 contains 6960 members 
Mstep: Class 6 contains 102702 members 
Mstep: Class 7 contains 1665 members 
Mstep: Class 8 contains 24633 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 16057 members 
Mstep: Class 12 contains 8158 members 
Mstep: Class 13 contains 16629 members 
Mstep: Class 14 contains 6238 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 16 contains 74810 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 19745 members 
Mstep: Class 19 contains 4484 members 
Mstep: Class 20 contains 3872 members 
Mstep: Class 21 contains 61315 members 
Mstep: Class 22 contains 5490 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 2198 members 
Mstep: Class 26 contains 28219 members 
Mstep: Class 27 contains 5899 members 
Mstep: Class 28 contains 11142 members 
Mstep: Class 29 contains 7145 members 
Mstep: Class 30 contains 12119 members 
Mstep: Class 31 contains 24507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54893316.000000 Penalty: 66649.250000
Iteration 59Q: 32 clusters Score -5.489332e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 22050 members 
Mstep: Class 4 contains 12977 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 102338 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 24814 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 8173 members 
Mstep: Class 13 contains 16613 members 
Mstep: Class 14 contains 6246 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 74808 members 
Mstep: Class 17 contains 53648 members 
Mstep: Class 18 contains 19557 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 61898 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 743 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 2196 members 
Mstep: Class 26 contains 28208 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 11150 members 
Mstep: Class 29 contains 7165 members 
Mstep: Class 30 contains 12067 members 
Mstep: Class 31 contains 24463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54893980.000000 Penalty: 66649.250000
Iteration 60F: 32 clusters Score -5.489398e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 22070 members 
Mstep: Class 4 contains 12906 members 
Mstep: Class 5 contains 6955 members 
Mstep: Class 6 contains 101898 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 24988 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 6805 members 
Mstep: Class 11 contains 16011 members 
Mstep: Class 12 contains 8219 members 
Mstep: Class 13 contains 16597 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 74810 members 
Mstep: Class 17 contains 53458 members 
Mstep: Class 18 contains 19370 members 
Mstep: Class 19 contains 4479 members 
Mstep: Class 20 contains 3883 members 
Mstep: Class 21 contains 62512 members 
Mstep: Class 22 contains 5459 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 3481 members 
Mstep: Class 25 contains 2195 members 
Mstep: Class 26 contains 28211 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 11148 members 
Mstep: Class 29 contains 7177 members 
Mstep: Class 30 contains 11941 members 
Mstep: Class 31 contains 24439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54894392.000000 Penalty: 66649.250000
Iteration 61Q: 32 clusters Score -5.489439e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 22083 members 
Mstep: Class 4 contains 12853 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 101498 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 25156 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 16002 members 
Mstep: Class 12 contains 8252 members 
Mstep: Class 13 contains 16585 members 
Mstep: Class 14 contains 6301 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74812 members 
Mstep: Class 17 contains 53258 members 
Mstep: Class 18 contains 19188 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 3885 members 
Mstep: Class 21 contains 63104 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 740 members 
Mstep: Class 24 contains 3486 members 
Mstep: Class 25 contains 2191 members 
Mstep: Class 26 contains 28189 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 11156 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 24390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54894928.000000 Penalty: 66649.250000
Iteration 62Q: 32 clusters Score -5.489493e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 22087 members 
Mstep: Class 4 contains 12807 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 101119 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 25302 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 15994 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 16569 members 
Mstep: Class 14 contains 6314 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 74815 members 
Mstep: Class 17 contains 53087 members 
Mstep: Class 18 contains 19030 members 
Mstep: Class 19 contains 4490 members 
Mstep: Class 20 contains 3889 members 
Mstep: Class 21 contains 63673 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 3487 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 28172 members 
Mstep: Class 27 contains 6055 members 
Mstep: Class 28 contains 11165 members 
Mstep: Class 29 contains 7201 members 
Mstep: Class 30 contains 11717 members 
Mstep: Class 31 contains 24330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54895184.000000 Penalty: 66649.250000
Iteration 63Q: 32 clusters Score -5.489518e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1710 members 
Mstep: Class 3 contains 22095 members 
Mstep: Class 4 contains 12767 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 100650 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 25461 members 
Mstep: Class 9 contains 5058 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 15978 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 16559 members 
Mstep: Class 14 contains 6319 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 74811 members 
Mstep: Class 17 contains 52910 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 4497 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 64328 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 3484 members 
Mstep: Class 25 contains 2190 members 
Mstep: Class 26 contains 28163 members 
Mstep: Class 27 contains 6092 members 
Mstep: Class 28 contains 11167 members 
Mstep: Class 29 contains 7206 members 
Mstep: Class 30 contains 11604 members 
Mstep: Class 31 contains 24287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54895404.000000 Penalty: 66649.250000
Iteration 64Q: 32 clusters Score -5.48954e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1722 members 
Mstep: Class 3 contains 22112 members 
Mstep: Class 4 contains 12741 members 
Mstep: Class 5 contains 7009 members 
Mstep: Class 6 contains 100175 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 25625 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 16539 members 
Mstep: Class 14 contains 6317 members 
Mstep: Class 15 contains 2594 members 
Mstep: Class 16 contains 74806 members 
Mstep: Class 17 contains 52745 members 
Mstep: Class 18 contains 18672 members 
Mstep: Class 19 contains 4506 members 
Mstep: Class 20 contains 3906 members 
Mstep: Class 21 contains 64978 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 696 members 
Mstep: Class 24 contains 3489 members 
Mstep: Class 25 contains 2195 members 
Mstep: Class 26 contains 28179 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 11170 members 
Mstep: Class 29 contains 7195 members 
Mstep: Class 30 contains 11512 members 
Mstep: Class 31 contains 24231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54895476.000000 Penalty: 66649.250000
Iteration 65Q: 32 clusters Score -5.489548e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 22127 members 
Mstep: Class 4 contains 12717 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 99667 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 25777 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 15902 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 16528 members 
Mstep: Class 14 contains 6326 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 16 contains 74805 members 
Mstep: Class 17 contains 52580 members 
Mstep: Class 18 contains 18525 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 65657 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 685 members 
Mstep: Class 24 contains 3500 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 28189 members 
Mstep: Class 27 contains 6167 members 
Mstep: Class 28 contains 11169 members 
Mstep: Class 29 contains 7186 members 
Mstep: Class 30 contains 11426 members 
Mstep: Class 31 contains 24182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54895920.000000 Penalty: 66649.250000
Iteration 66Q: 32 clusters Score -5.489592e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 12693 members 
Mstep: Class 5 contains 7027 members 
Mstep: Class 6 contains 99140 members 
Mstep: Class 7 contains 1728 members 
Mstep: Class 8 contains 25921 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 6835 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 16529 members 
Mstep: Class 14 contains 6339 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 16 contains 74799 members 
Mstep: Class 17 contains 52397 members 
Mstep: Class 18 contains 18386 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 3924 members 
Mstep: Class 21 contains 66353 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 679 members 
Mstep: Class 24 contains 3506 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 28185 members 
Mstep: Class 27 contains 6205 members 
Mstep: Class 28 contains 11174 members 
Mstep: Class 29 contains 7182 members 
Mstep: Class 30 contains 11346 members 
Mstep: Class 31 contains 24146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896148.000000 Penalty: 66649.250000
Iteration 67Q: 32 clusters Score -5.489615e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 22156 members 
Mstep: Class 4 contains 12668 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 6 contains 98623 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 26049 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 15853 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 16525 members 
Mstep: Class 14 contains 6344 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 74796 members 
Mstep: Class 17 contains 52231 members 
Mstep: Class 18 contains 18245 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 67033 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 676 members 
Mstep: Class 24 contains 3508 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 28180 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 11179 members 
Mstep: Class 29 contains 7180 members 
Mstep: Class 30 contains 11261 members 
Mstep: Class 31 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896288.000000 Penalty: 66649.250000
Iteration 68Q: 32 clusters Score -5.489629e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1731 members 
Mstep: Class 3 contains 22175 members 
Mstep: Class 4 contains 12641 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 98095 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 26186 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 15845 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 16518 members 
Mstep: Class 14 contains 6343 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 16 contains 74792 members 
Mstep: Class 17 contains 52056 members 
Mstep: Class 18 contains 18076 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 67735 members 
Mstep: Class 22 contains 5390 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 3518 members 
Mstep: Class 25 contains 2203 members 
Mstep: Class 26 contains 28168 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 11181 members 
Mstep: Class 29 contains 7194 members 
Mstep: Class 30 contains 11188 members 
Mstep: Class 31 contains 24085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896408.000000 Penalty: 66649.250000
Iteration 69Q: 32 clusters Score -5.489641e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 22193 members 
Mstep: Class 4 contains 12617 members 
Mstep: Class 5 contains 7051 members 
Mstep: Class 6 contains 97497 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 26326 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 15828 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16516 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 2603 members 
Mstep: Class 16 contains 74790 members 
Mstep: Class 17 contains 51898 members 
Mstep: Class 18 contains 17921 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 68466 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 2203 members 
Mstep: Class 26 contains 28157 members 
Mstep: Class 27 contains 6323 members 
Mstep: Class 28 contains 11165 members 
Mstep: Class 29 contains 7204 members 
Mstep: Class 30 contains 11132 members 
Mstep: Class 31 contains 24071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896532.000000 Penalty: 66649.250000
Iteration 70Q: 32 clusters Score -5.489653e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 22217 members 
Mstep: Class 4 contains 12589 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 96915 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 26486 members 
Mstep: Class 9 contains 5574 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 15794 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 16514 members 
Mstep: Class 14 contains 6348 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 74788 members 
Mstep: Class 17 contains 51748 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 69192 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 668 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 28150 members 
Mstep: Class 27 contains 6385 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 7216 members 
Mstep: Class 30 contains 11081 members 
Mstep: Class 31 contains 24060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896428.000000 Penalty: 66649.250000
Iteration 71Q: 32 clusters Score -5.489643e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 22237 members 
Mstep: Class 4 contains 12564 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 96300 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 26633 members 
Mstep: Class 9 contains 5615 members 
Mstep: Class 10 contains 6838 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 8370 members 
Mstep: Class 13 contains 16515 members 
Mstep: Class 14 contains 6350 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 74789 members 
Mstep: Class 17 contains 51613 members 
Mstep: Class 18 contains 17585 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 69924 members 
Mstep: Class 22 contains 5379 members 
Mstep: Class 23 contains 665 members 
Mstep: Class 24 contains 3522 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 28119 members 
Mstep: Class 27 contains 6467 members 
Mstep: Class 28 contains 11149 members 
Mstep: Class 29 contains 7225 members 
Mstep: Class 30 contains 11043 members 
Mstep: Class 31 contains 24064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896752.000000 Penalty: 66649.250000
Iteration 72Q: 32 clusters Score -5.489675e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1719 members 
Mstep: Class 3 contains 22280 members 
Mstep: Class 4 contains 12532 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 95622 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 26785 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 6837 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 16512 members 
Mstep: Class 14 contains 6355 members 
Mstep: Class 15 contains 2617 members 
Mstep: Class 16 contains 74786 members 
Mstep: Class 17 contains 51524 members 
Mstep: Class 18 contains 17418 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 70660 members 
Mstep: Class 22 contains 5379 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 3528 members 
Mstep: Class 25 contains 2207 members 
Mstep: Class 26 contains 28083 members 
Mstep: Class 27 contains 6567 members 
Mstep: Class 28 contains 11148 members 
Mstep: Class 29 contains 7225 members 
Mstep: Class 30 contains 11015 members 
Mstep: Class 31 contains 24071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54896980.000000 Penalty: 66649.250000
Iteration 73Q: 32 clusters Score -5.489698e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1719 members 
Mstep: Class 3 contains 22329 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 7070 members 
Mstep: Class 6 contains 94942 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 26915 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 15651 members 
Mstep: Class 12 contains 8364 members 
Mstep: Class 13 contains 16503 members 
Mstep: Class 14 contains 6358 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 74781 members 
Mstep: Class 17 contains 51421 members 
Mstep: Class 18 contains 17270 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 71422 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 3534 members 
Mstep: Class 25 contains 2207 members 
Mstep: Class 26 contains 28053 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 7223 members 
Mstep: Class 30 contains 10993 members 
Mstep: Class 31 contains 24071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54897504.000000 Penalty: 66649.250000
Iteration 74Q: 32 clusters Score -5.48975e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1719 members 
Mstep: Class 3 contains 22367 members 
Mstep: Class 4 contains 12488 members 
Mstep: Class 5 contains 7077 members 
Mstep: Class 6 contains 94229 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 27028 members 
Mstep: Class 9 contains 5682 members 
Mstep: Class 10 contains 6830 members 
Mstep: Class 11 contains 15606 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 16494 members 
Mstep: Class 14 contains 6361 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 74771 members 
Mstep: Class 17 contains 51337 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3949 members 
Mstep: Class 21 contains 72200 members 
Mstep: Class 22 contains 5364 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3535 members 
Mstep: Class 25 contains 2207 members 
Mstep: Class 26 contains 28013 members 
Mstep: Class 27 contains 6802 members 
Mstep: Class 28 contains 11123 members 
Mstep: Class 29 contains 7221 members 
Mstep: Class 30 contains 10976 members 
Mstep: Class 31 contains 24068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54897576.000000 Penalty: 66649.250000
Iteration 75Q: 32 clusters Score -5.489758e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22391 members 
Mstep: Class 4 contains 12474 members 
Mstep: Class 5 contains 7076 members 
Mstep: Class 6 contains 93505 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 27160 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 6828 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 16484 members 
Mstep: Class 14 contains 6360 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 74759 members 
Mstep: Class 17 contains 51245 members 
Mstep: Class 18 contains 16991 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 72994 members 
Mstep: Class 22 contains 5359 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 3533 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 27936 members 
Mstep: Class 27 contains 6960 members 
Mstep: Class 28 contains 11104 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 10955 members 
Mstep: Class 31 contains 24065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54897948.000000 Penalty: 66649.250000
Iteration 76Q: 32 clusters Score -5.489795e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1722 members 
Mstep: Class 3 contains 22421 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 92800 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 27277 members 
Mstep: Class 9 contains 5737 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 15511 members 
Mstep: Class 12 contains 8397 members 
Mstep: Class 13 contains 16469 members 
Mstep: Class 14 contains 6356 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 16 contains 74758 members 
Mstep: Class 17 contains 51150 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 73756 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 27860 members 
Mstep: Class 27 contains 7126 members 
Mstep: Class 28 contains 11084 members 
Mstep: Class 29 contains 7224 members 
Mstep: Class 30 contains 10942 members 
Mstep: Class 31 contains 24083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54898380.000000 Penalty: 66649.250000
Iteration 77Q: 32 clusters Score -5.489838e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 22440 members 
Mstep: Class 4 contains 12423 members 
Mstep: Class 5 contains 7071 members 
Mstep: Class 6 contains 92091 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 27407 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 6809 members 
Mstep: Class 11 contains 15427 members 
Mstep: Class 12 contains 8405 members 
Mstep: Class 13 contains 16461 members 
Mstep: Class 14 contains 6356 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 16 contains 74762 members 
Mstep: Class 17 contains 51050 members 
Mstep: Class 18 contains 16763 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 74550 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27767 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 7220 members 
Mstep: Class 30 contains 10928 members 
Mstep: Class 31 contains 24086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54898668.000000 Penalty: 66649.250000
Iteration 78Q: 32 clusters Score -5.489867e+07 nChanged 1830
Entering ConstructFrom: 
Score: -54898668.000000 Penalty: 66649.250000
Entering ConstructFrom: 
Trying to split cluster 1 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -443627.718750 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -443627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -439938.812500 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -439938.8 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -441080.531250 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -441080.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -441384.625000 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -441384.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -441625.937500 Penalty: 2740.069092
	Iteration 3F: 3 clusters Score -441625.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -441829.000000 Penalty: 2740.069092
	Iteration 4F: 3 clusters Score -441829 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -442018.812500 Penalty: 2740.069092
	Iteration 5F: 3 clusters Score -442018.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -442199.406250 Penalty: 2740.069092
	Iteration 6F: 3 clusters Score -442199.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -442362.968750 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -442363 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -442515.843750 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -442515.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -442657.343750 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -442657.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -442789.000000 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -442789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -442924.718750 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -442924.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -443035.312500 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -443035.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -443106.781250 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -443106.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -443157.593750 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -443157.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -443200.750000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -443200.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -443243.468750 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -443243.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -443272.500000 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -443272.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -443304.593750 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -443304.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -443329.687500 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -443329.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -443348.281250 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -443348.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -443365.968750 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -443366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443378.593750 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -443378.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -443384.656250 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -443384.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -443389.562500 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -443389.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -443396.250000 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -443396.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -443400.468750 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -443400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -443401.593750 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -443401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -443401.812500 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -443401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -443403.218750 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -443403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -443402.593750 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -443402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -443403.406250 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -443403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -443403.750000 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -443403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -443403.593750 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -443403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -443402.812500 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -443402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -443403.343750 Penalty: 2740.069092
	Iteration 35Q: 3 clusters Score -443403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -443404.375000 Penalty: 2740.069092
	Iteration 36Q: 3 clusters Score -443404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -443404.375000 Penalty: 2740.069092
	Iteration 37F: 3 clusters Score -443404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -141886.484375 Penalty: 1211.015381
	Iteration 0F: 2 clusters Score -141886.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -139993.359375 Penalty: 2422.030762
	Iteration 0F: 3 clusters Score -139993.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -140487.609375 Penalty: 2422.030762
	Iteration 1F: 3 clusters Score -140487.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -140691.875000 Penalty: 2422.030762
	Iteration 2F: 3 clusters Score -140691.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -140851.156250 Penalty: 2422.030762
	Iteration 3F: 3 clusters Score -140851.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -140955.265625 Penalty: 2422.030762
	Iteration 4F: 3 clusters Score -140955.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -141048.093750 Penalty: 2422.030762
	Iteration 5Q: 3 clusters Score -141048.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141130.781250 Penalty: 2422.030762
	Iteration 6Q: 3 clusters Score -141130.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141180.156250 Penalty: 2422.030762
	Iteration 7Q: 3 clusters Score -141180.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -141228.343750 Penalty: 2422.030762
	Iteration 8Q: 3 clusters Score -141228.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -141274.921875 Penalty: 2422.030762
	Iteration 9Q: 3 clusters Score -141274.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141313.484375 Penalty: 2422.030762
	Iteration 10Q: 3 clusters Score -141313.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -141345.531250 Penalty: 2422.030762
	Iteration 11Q: 3 clusters Score -141345.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -141388.453125 Penalty: 2422.030762
	Iteration 12Q: 3 clusters Score -141388.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -141416.828125 Penalty: 2422.030762
	Iteration 13Q: 3 clusters Score -141416.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -141444.546875 Penalty: 2422.030762
	Iteration 14Q: 3 clusters Score -141444.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -141464.796875 Penalty: 2422.030762
	Iteration 15Q: 3 clusters Score -141464.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -141480.546875 Penalty: 2422.030762
	Iteration 16Q: 3 clusters Score -141480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -141490.875000 Penalty: 2422.030762
	Iteration 17Q: 3 clusters Score -141490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -141498.687500 Penalty: 2422.030762
	Iteration 18Q: 3 clusters Score -141498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -141502.234375 Penalty: 2422.030762
	Iteration 19Q: 3 clusters Score -141502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -141504.125000 Penalty: 2422.030762
	Iteration 20F: 3 clusters Score -141504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -141506.984375 Penalty: 2422.030762
	Iteration 21Q: 3 clusters Score -141507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -141507.546875 Penalty: 2422.030762
	Iteration 22Q: 3 clusters Score -141507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -141509.859375 Penalty: 2422.030762
	Iteration 23Q: 3 clusters Score -141509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -141510.953125 Penalty: 2422.030762
	Iteration 24Q: 3 clusters Score -141511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -141516.734375 Penalty: 2422.030762
	Iteration 25Q: 3 clusters Score -141516.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -141522.500000 Penalty: 2422.030762
	Iteration 26Q: 3 clusters Score -141522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141543.125000 Penalty: 2422.030762
	Iteration 27Q: 3 clusters Score -141543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -141546.500000 Penalty: 2422.030762
	Iteration 28Q: 3 clusters Score -141546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -141548.328125 Penalty: 2422.030762
	Iteration 29Q: 3 clusters Score -141548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -141551.250000 Penalty: 2422.030762
	Iteration 30Q: 3 clusters Score -141551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141553.234375 Penalty: 2422.030762
	Iteration 31Q: 3 clusters Score -141553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -141555.984375 Penalty: 2422.030762
	Iteration 32Q: 3 clusters Score -141556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -141561.937500 Penalty: 2422.030762
	Iteration 33Q: 3 clusters Score -141561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -141563.390625 Penalty: 2422.030762
	Iteration 34Q: 3 clusters Score -141563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -141563.390625 Penalty: 2422.030762
	Iteration 35F: 3 clusters Score -141563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Entering Unmasked Estep 
Score: -2303516.500000 Penalty: 1628.167358
	Iteration 0F: 2 clusters Score -2303516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2288253.500000 Penalty: 3256.334717
	Iteration 0F: 3 clusters Score -2288254 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2293851.500000 Penalty: 3256.334717
	Iteration 1F: 3 clusters Score -2293852 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2294571.250000 Penalty: 3256.334717
	Iteration 2F: 3 clusters Score -2294571 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2295562.000000 Penalty: 3256.334717
	Iteration 3F: 3 clusters Score -2295562 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2296786.500000 Penalty: 3256.334717
	Iteration 4F: 3 clusters Score -2296786 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2297897.750000 Penalty: 3256.334717
	Iteration 5F: 3 clusters Score -2297898 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2298785.250000 Penalty: 3256.334717
	Iteration 6F: 3 clusters Score -2298785 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2299402.750000 Penalty: 3256.334717
	Iteration 7Q: 3 clusters Score -2299403 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2299849.500000 Penalty: 3256.334717
	Iteration 8Q: 3 clusters Score -2299850 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2300214.250000 Penalty: 3256.334717
	Iteration 9Q: 3 clusters Score -2300214 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2300546.500000 Penalty: 3256.334717
	Iteration 10Q: 3 clusters Score -2300546 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2300822.250000 Penalty: 3256.334717
	Iteration 11Q: 3 clusters Score -2300822 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2301067.000000 Penalty: 3256.334717
	Iteration 12Q: 3 clusters Score -2301067 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2301274.250000 Penalty: 3256.334717
	Iteration 13Q: 3 clusters Score -2301274 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2301429.500000 Penalty: 3256.334717
	Iteration 14Q: 3 clusters Score -2301430 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2301564.250000 Penalty: 3256.334717
	Iteration 15Q: 3 clusters Score -2301564 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2301669.750000 Penalty: 3256.334717
	Iteration 16Q: 3 clusters Score -2301670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2301757.000000 Penalty: 3256.334717
	Iteration 17Q: 3 clusters Score -2301757 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2301823.500000 Penalty: 3256.334717
	Iteration 18Q: 3 clusters Score -2301824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2301871.000000 Penalty: 3256.334717
	Iteration 19Q: 3 clusters Score -2301871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2301921.250000 Penalty: 3256.334717
	Iteration 20F: 3 clusters Score -2301921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2301955.750000 Penalty: 3256.334717
	Iteration 21Q: 3 clusters Score -2301956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2301980.500000 Penalty: 3256.334717
	Iteration 22Q: 3 clusters Score -2301980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2302001.250000 Penalty: 3256.334717
	Iteration 23Q: 3 clusters Score -2302001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2302012.250000 Penalty: 3256.334717
	Iteration 24Q: 3 clusters Score -2302012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2302032.250000 Penalty: 3256.334717
	Iteration 25Q: 3 clusters Score -2302032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2302040.750000 Penalty: 3256.334717
	Iteration 26Q: 3 clusters Score -2302041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2302045.750000 Penalty: 3256.334717
	Iteration 27Q: 3 clusters Score -2302046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2302049.500000 Penalty: 3256.334717
	Iteration 28Q: 3 clusters Score -2302050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2302054.750000 Penalty: 3256.334717
	Iteration 29Q: 3 clusters Score -2302055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2302055.500000 Penalty: 3256.334717
	Iteration 30Q: 3 clusters Score -2302056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2302059.250000 Penalty: 3256.334717
	Iteration 31Q: 3 clusters Score -2302059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2302066.250000 Penalty: 3256.334717
	Iteration 32Q: 3 clusters Score -2302066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2302073.500000 Penalty: 3256.334717
	Iteration 33Q: 3 clusters Score -2302074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2302074.750000 Penalty: 3256.334717
	Iteration 34Q: 3 clusters Score -2302075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2302080.500000 Penalty: 3256.334717
	Iteration 35Q: 3 clusters Score -2302080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2302091.250000 Penalty: 3256.334717
	Iteration 36Q: 3 clusters Score -2302091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2302099.500000 Penalty: 3256.334717
	Iteration 37Q: 3 clusters Score -2302100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2302107.500000 Penalty: 3256.334717
	Iteration 38Q: 3 clusters Score -2302108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2302113.250000 Penalty: 3256.334717
	Iteration 39Q: 3 clusters Score -2302113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2302117.000000 Penalty: 3256.334717
	Iteration 40F: 3 clusters Score -2302117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2302117.500000 Penalty: 3256.334717
	Iteration 41Q: 3 clusters Score -2302118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2302118.750000 Penalty: 3256.334717
	Iteration 42Q: 3 clusters Score -2302119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2302118.750000 Penalty: 3256.334717
	Iteration 43F: 3 clusters Score -2302119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Entering Unmasked Estep 
Score: -1262120.875000 Penalty: 1531.688354
	Iteration 0F: 2 clusters Score -1262121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1253503.625000 Penalty: 3063.376709
	Iteration 0F: 3 clusters Score -1253504 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1256561.000000 Penalty: 3063.376709
	Iteration 1F: 3 clusters Score -1256561 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1257299.000000 Penalty: 3063.376709
	Iteration 2F: 3 clusters Score -1257299 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1258261.875000 Penalty: 3063.376709
	Iteration 3F: 3 clusters Score -1258262 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1259298.500000 Penalty: 3063.376709
	Iteration 4F: 3 clusters Score -1259298 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1260197.500000 Penalty: 3063.376709
	Iteration 5F: 3 clusters Score -1260198 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1260812.000000 Penalty: 3063.376709
	Iteration 6F: 3 clusters Score -1260812 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1261240.375000 Penalty: 3063.376709
	Iteration 7Q: 3 clusters Score -1261240 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1261552.750000 Penalty: 3063.376709
	Iteration 8Q: 3 clusters Score -1261553 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1261750.250000 Penalty: 3063.376709
	Iteration 9Q: 3 clusters Score -1261750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1261875.375000 Penalty: 3063.376709
	Iteration 10Q: 3 clusters Score -1261875 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1261979.875000 Penalty: 3063.376709
	Iteration 11Q: 3 clusters Score -1261980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1262044.750000 Penalty: 3063.376709
	Iteration 12Q: 3 clusters Score -1262045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1262091.000000 Penalty: 3063.376709
	Iteration 13Q: 3 clusters Score -1262091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1262122.250000 Penalty: 3063.376709
	Iteration 14Q: 3 clusters Score -1262122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1262146.500000 Penalty: 3063.376709
	Iteration 15Q: 3 clusters Score -1262146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1262172.375000 Penalty: 3063.376709
	Iteration 16Q: 3 clusters Score -1262172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1262195.125000 Penalty: 3063.376709
	Iteration 17Q: 3 clusters Score -1262195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1262219.125000 Penalty: 3063.376709
	Iteration 18Q: 3 clusters Score -1262219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1262241.125000 Penalty: 3063.376709
	Iteration 19Q: 3 clusters Score -1262241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1262268.500000 Penalty: 3063.376709
	Iteration 20F: 3 clusters Score -1262268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1262296.125000 Penalty: 3063.376709
	Iteration 21Q: 3 clusters Score -1262296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1262325.625000 Penalty: 3063.376709
	Iteration 22Q: 3 clusters Score -1262326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1262366.250000 Penalty: 3063.376709
	Iteration 23Q: 3 clusters Score -1262366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1262402.750000 Penalty: 3063.376709
	Iteration 24Q: 3 clusters Score -1262403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1262432.250000 Penalty: 3063.376709
	Iteration 25Q: 3 clusters Score -1262432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1262451.500000 Penalty: 3063.376709
	Iteration 26Q: 3 clusters Score -1262452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1262465.500000 Penalty: 3063.376709
	Iteration 27Q: 3 clusters Score -1262466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1262474.625000 Penalty: 3063.376709
	Iteration 28Q: 3 clusters Score -1262475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1262485.750000 Penalty: 3063.376709
	Iteration 29Q: 3 clusters Score -1262486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1262493.125000 Penalty: 3063.376709
	Iteration 30Q: 3 clusters Score -1262493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1262500.250000 Penalty: 3063.376709
	Iteration 31Q: 3 clusters Score -1262500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1262503.750000 Penalty: 3063.376709
	Iteration 32Q: 3 clusters Score -1262504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1262506.000000 Penalty: 3063.376709
	Iteration 33Q: 3 clusters Score -1262506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1262512.500000 Penalty: 3063.376709
	Iteration 34Q: 3 clusters Score -1262512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1262516.625000 Penalty: 3063.376709
	Iteration 35Q: 3 clusters Score -1262517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1262517.125000 Penalty: 3063.376709
	Iteration 36Q: 3 clusters Score -1262517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1262517.750000 Penalty: 3063.376709
	Iteration 37Q: 3 clusters Score -1262518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1262516.000000 Penalty: 3063.376709
	Iteration 38Q: 3 clusters Score -1262516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1262518.000000 Penalty: 3063.376709
	Iteration 39Q: 3 clusters Score -1262518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1262521.250000 Penalty: 3063.376709
	Iteration 40F: 3 clusters Score -1262521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1262521.375000 Penalty: 3063.376709
	Iteration 41Q: 3 clusters Score -1262521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1262522.875000 Penalty: 3063.376709
	Iteration 42Q: 3 clusters Score -1262523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1262519.875000 Penalty: 3063.376709
	Iteration 43Q: 3 clusters Score -1262520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1262523.625000 Penalty: 3063.376709
	Iteration 44Q: 3 clusters Score -1262524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1262523.625000 Penalty: 3063.376709
	Iteration 45Q: 3 clusters Score -1262524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1262522.625000 Penalty: 3063.376709
	Iteration 46Q: 3 clusters Score -1262523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1262522.625000 Penalty: 3063.376709
	Iteration 47F: 3 clusters Score -1262523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 16675 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Entering Unmasked Estep 
Score: -54898872.000000 Penalty: 68799.226562
Splitting cluster 4 changes total score from -54898668.000000 to -54898872.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (7069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Entering Unmasked Estep 
Score: -727855.562500 Penalty: 1440.314453
	Iteration 0F: 2 clusters Score -727855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -722631.687500 Penalty: 2880.628906
	Iteration 0F: 3 clusters Score -722631.7 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -724174.750000 Penalty: 2880.628906
	Iteration 1F: 3 clusters Score -724174.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -724360.625000 Penalty: 2880.628906
	Iteration 2F: 3 clusters Score -724360.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -724498.125000 Penalty: 2880.628906
	Iteration 3Q: 3 clusters Score -724498.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -724598.687500 Penalty: 2880.628906
	Iteration 4Q: 3 clusters Score -724598.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -724678.187500 Penalty: 2880.628906
	Iteration 5Q: 3 clusters Score -724678.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -724746.437500 Penalty: 2880.628906
	Iteration 6Q: 3 clusters Score -724746.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -724815.625000 Penalty: 2880.628906
	Iteration 7Q: 3 clusters Score -724815.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -724899.062500 Penalty: 2880.628906
	Iteration 8Q: 3 clusters Score -724899.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -724996.375000 Penalty: 2880.628906
	Iteration 9Q: 3 clusters Score -724996.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -725126.625000 Penalty: 2880.628906
	Iteration 10Q: 3 clusters Score -725126.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -725289.312500 Penalty: 2880.628906
	Iteration 11Q: 3 clusters Score -725289.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -725477.812500 Penalty: 2880.628906
	Iteration 12Q: 3 clusters Score -725477.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -725675.562500 Penalty: 2880.628906
	Iteration 13Q: 3 clusters Score -725675.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -725867.187500 Penalty: 2880.628906
	Iteration 14Q: 3 clusters Score -725867.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -726004.062500 Penalty: 2880.628906
	Iteration 15Q: 3 clusters Score -726004.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -726108.312500 Penalty: 2880.628906
	Iteration 16Q: 3 clusters Score -726108.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -726202.187500 Penalty: 2880.628906
	Iteration 17Q: 3 clusters Score -726202.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -726280.937500 Penalty: 2880.628906
	Iteration 18Q: 3 clusters Score -726280.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -726337.562500 Penalty: 2880.628906
	Iteration 19Q: 3 clusters Score -726337.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -726379.625000 Penalty: 2880.628906
	Iteration 20F: 3 clusters Score -726379.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -726406.937500 Penalty: 2880.628906
	Iteration 21Q: 3 clusters Score -726406.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -726426.750000 Penalty: 2880.628906
	Iteration 22Q: 3 clusters Score -726426.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -726453.375000 Penalty: 2880.628906
	Iteration 23Q: 3 clusters Score -726453.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -726480.250000 Penalty: 2880.628906
	Iteration 24Q: 3 clusters Score -726480.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -726507.250000 Penalty: 2880.628906
	Iteration 25Q: 3 clusters Score -726507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -726536.625000 Penalty: 2880.628906
	Iteration 26Q: 3 clusters Score -726536.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -726548.625000 Penalty: 2880.628906
	Iteration 27Q: 3 clusters Score -726548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -726556.187500 Penalty: 2880.628906
	Iteration 28Q: 3 clusters Score -726556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -726561.000000 Penalty: 2880.628906
	Iteration 29Q: 3 clusters Score -726561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -726566.125000 Penalty: 2880.628906
	Iteration 30Q: 3 clusters Score -726566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -726569.312500 Penalty: 2880.628906
	Iteration 31Q: 3 clusters Score -726569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -726575.937500 Penalty: 2880.628906
	Iteration 32Q: 3 clusters Score -726575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -726578.250000 Penalty: 2880.628906
	Iteration 33Q: 3 clusters Score -726578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -726578.125000 Penalty: 2880.628906
	Iteration 34Q: 3 clusters Score -726578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -726579.250000 Penalty: 2880.628906
	Iteration 35Q: 3 clusters Score -726579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -726579.187500 Penalty: 2880.628906
	Iteration 36Q: 3 clusters Score -726579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -726579.312500 Penalty: 2880.628906
	Iteration 37Q: 3 clusters Score -726579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -726579.250000 Penalty: 2880.628906
	Iteration 38Q: 3 clusters Score -726579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -726579.250000 Penalty: 2880.628906
	Iteration 39F: 3 clusters Score -726579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (91384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Entering Unmasked Estep 
Score: -9327178.000000 Penalty: 1856.209229
	Iteration 0F: 2 clusters Score -9327178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -9266032.000000 Penalty: 3712.418457
	Iteration 0F: 3 clusters Score -9266032 nChanged 43767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -9291793.000000 Penalty: 3712.418457
	Iteration 1F: 3 clusters Score -9291793 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -9292809.000000 Penalty: 3712.418457
	Iteration 2Q: 3 clusters Score -9292809 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -9294336.000000 Penalty: 3712.418457
	Iteration 3Q: 3 clusters Score -9294336 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -9297136.000000 Penalty: 3712.418457
	Iteration 4F: 3 clusters Score -9297136 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -9302060.000000 Penalty: 3712.418457
	Iteration 5F: 3 clusters Score -9302060 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -9308973.000000 Penalty: 3712.418457
	Iteration 6F: 3 clusters Score -9308973 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -9316124.000000 Penalty: 3712.418457
	Iteration 7F: 3 clusters Score -9316124 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -9321148.000000 Penalty: 3712.418457
	Iteration 8F: 3 clusters Score -9321148 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -9323796.000000 Penalty: 3712.418457
	Iteration 9Q: 3 clusters Score -9323796 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -9324810.000000 Penalty: 3712.418457
	Iteration 10Q: 3 clusters Score -9324810 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -9325225.000000 Penalty: 3712.418457
	Iteration 11Q: 3 clusters Score -9325225 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -9325422.000000 Penalty: 3712.418457
	Iteration 12Q: 3 clusters Score -9325422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -9325533.000000 Penalty: 3712.418457
	Iteration 13Q: 3 clusters Score -9325533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -9325580.000000 Penalty: 3712.418457
	Iteration 14Q: 3 clusters Score -9325580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -9325603.000000 Penalty: 3712.418457
	Iteration 15Q: 3 clusters Score -9325603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -9325609.000000 Penalty: 3712.418457
	Iteration 16Q: 3 clusters Score -9325609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -9325616.000000 Penalty: 3712.418457
	Iteration 17Q: 3 clusters Score -9325616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -9325622.000000 Penalty: 3712.418457
	Iteration 18Q: 3 clusters Score -9325622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -9325633.000000 Penalty: 3712.418457
	Iteration 19Q: 3 clusters Score -9325633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -9325630.000000 Penalty: 3712.418457
	Iteration 20F: 3 clusters Score -9325630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -9325640.000000 Penalty: 3712.418457
	Iteration 21Q: 3 clusters Score -9325640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -9325651.000000 Penalty: 3712.418457
	Iteration 22Q: 3 clusters Score -9325651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -9325650.000000 Penalty: 3712.418457
	Iteration 23Q: 3 clusters Score -9325650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -9325655.000000 Penalty: 3712.418457
	Iteration 24Q: 3 clusters Score -9325655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -9325665.000000 Penalty: 3712.418457
	Iteration 25Q: 3 clusters Score -9325665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -9325669.000000 Penalty: 3712.418457
	Iteration 26Q: 3 clusters Score -9325669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -9325670.000000 Penalty: 3712.418457
	Iteration 27Q: 3 clusters Score -9325670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -9325672.000000 Penalty: 3712.418457
	Iteration 28Q: 3 clusters Score -9325672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -9325674.000000 Penalty: 3712.418457
	Iteration 29Q: 3 clusters Score -9325674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -9325673.000000 Penalty: 3712.418457
	Iteration 30Q: 3 clusters Score -9325673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -9325671.000000 Penalty: 3712.418457
	Iteration 31Q: 3 clusters Score -9325671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -9325678.000000 Penalty: 3712.418457
	Iteration 32Q: 3 clusters Score -9325678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -9325676.000000 Penalty: 3712.418457
	Iteration 33Q: 3 clusters Score -9325676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -9325684.000000 Penalty: 3712.418457
	Iteration 34Q: 3 clusters Score -9325684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -9325682.000000 Penalty: 3712.418457
	Iteration 35Q: 3 clusters Score -9325682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -9325688.000000 Penalty: 3712.418457
	Iteration 36Q: 3 clusters Score -9325688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -9325689.000000 Penalty: 3712.418457
	Iteration 37Q: 3 clusters Score -9325689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -9325691.000000 Penalty: 3712.418457
	Iteration 38Q: 3 clusters Score -9325691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -9325692.000000 Penalty: 3712.418457
	Iteration 39Q: 3 clusters Score -9325692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -9325695.000000 Penalty: 3712.418457
	Iteration 40F: 3 clusters Score -9325695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -9325694.000000 Penalty: 3712.418457
	Iteration 41Q: 3 clusters Score -9325694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -9325694.000000 Penalty: 3712.418457
	Iteration 42F: 3 clusters Score -9325694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -184096.593750 Penalty: 1226.297485
	Iteration 0F: 2 clusters Score -184096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182040.968750 Penalty: 2452.594971
	Iteration 0F: 3 clusters Score -182041 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -182474.781250 Penalty: 2452.594971
	Iteration 1F: 3 clusters Score -182474.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182604.921875 Penalty: 2452.594971
	Iteration 2F: 3 clusters Score -182604.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -182688.625000 Penalty: 2452.594971
	Iteration 3F: 3 clusters Score -182688.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -182748.453125 Penalty: 2452.594971
	Iteration 4Q: 3 clusters Score -182748.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -182796.937500 Penalty: 2452.594971
	Iteration 5Q: 3 clusters Score -182796.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -182831.578125 Penalty: 2452.594971
	Iteration 6Q: 3 clusters Score -182831.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -182866.218750 Penalty: 2452.594971
	Iteration 7Q: 3 clusters Score -182866.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -182901.671875 Penalty: 2452.594971
	Iteration 8Q: 3 clusters Score -182901.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -182935.906250 Penalty: 2452.594971
	Iteration 9Q: 3 clusters Score -182935.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182958.890625 Penalty: 2452.594971
	Iteration 10Q: 3 clusters Score -182958.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -182979.265625 Penalty: 2452.594971
	Iteration 11Q: 3 clusters Score -182979.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -183008.921875 Penalty: 2452.594971
	Iteration 12Q: 3 clusters Score -183008.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -183037.218750 Penalty: 2452.594971
	Iteration 13Q: 3 clusters Score -183037.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -183061.531250 Penalty: 2452.594971
	Iteration 14Q: 3 clusters Score -183061.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -183089.375000 Penalty: 2452.594971
	Iteration 15Q: 3 clusters Score -183089.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -183111.546875 Penalty: 2452.594971
	Iteration 16Q: 3 clusters Score -183111.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -183123.609375 Penalty: 2452.594971
	Iteration 17Q: 3 clusters Score -183123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -183131.921875 Penalty: 2452.594971
	Iteration 18Q: 3 clusters Score -183131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -183140.171875 Penalty: 2452.594971
	Iteration 19Q: 3 clusters Score -183140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -183147.906250 Penalty: 2452.594971
	Iteration 20F: 3 clusters Score -183147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -183158.625000 Penalty: 2452.594971
	Iteration 21Q: 3 clusters Score -183158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -183167.500000 Penalty: 2452.594971
	Iteration 22Q: 3 clusters Score -183167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -183176.687500 Penalty: 2452.594971
	Iteration 23Q: 3 clusters Score -183176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -183188.328125 Penalty: 2452.594971
	Iteration 24Q: 3 clusters Score -183188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -183195.843750 Penalty: 2452.594971
	Iteration 25Q: 3 clusters Score -183195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -183203.484375 Penalty: 2452.594971
	Iteration 26Q: 3 clusters Score -183203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -183206.437500 Penalty: 2452.594971
	Iteration 27Q: 3 clusters Score -183206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -183207.343750 Penalty: 2452.594971
	Iteration 28Q: 3 clusters Score -183207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -183208.890625 Penalty: 2452.594971
	Iteration 29Q: 3 clusters Score -183208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -183210.281250 Penalty: 2452.594971
	Iteration 30Q: 3 clusters Score -183210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -183213.843750 Penalty: 2452.594971
	Iteration 31Q: 3 clusters Score -183213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -183217.671875 Penalty: 2452.594971
	Iteration 32Q: 3 clusters Score -183217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -183219.812500 Penalty: 2452.594971
	Iteration 33Q: 3 clusters Score -183219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -183219.812500 Penalty: 2452.594971
	Iteration 34F: 3 clusters Score -183219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Entering Unmasked Estep 
Score: -2794072.250000 Penalty: 1661.301636
	Iteration 0F: 2 clusters Score -2794072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2775485.250000 Penalty: 3322.603271
	Iteration 0F: 3 clusters Score -2775485 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2782615.500000 Penalty: 3322.603271
	Iteration 1F: 3 clusters Score -2782616 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2783179.250000 Penalty: 3322.603271
	Iteration 2Q: 3 clusters Score -2783179 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2783894.500000 Penalty: 3322.603271
	Iteration 3F: 3 clusters Score -2783894 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2784882.250000 Penalty: 3322.603271
	Iteration 4F: 3 clusters Score -2784882 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2786169.000000 Penalty: 3322.603271
	Iteration 5F: 3 clusters Score -2786169 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2787730.250000 Penalty: 3322.603271
	Iteration 6F: 3 clusters Score -2787730 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2789316.500000 Penalty: 3322.603271
	Iteration 7F: 3 clusters Score -2789316 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2790689.250000 Penalty: 3322.603271
	Iteration 8F: 3 clusters Score -2790689 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2791565.500000 Penalty: 3322.603271
	Iteration 9Q: 3 clusters Score -2791566 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2792078.000000 Penalty: 3322.603271
	Iteration 10Q: 3 clusters Score -2792078 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2792330.000000 Penalty: 3322.603271
	Iteration 11Q: 3 clusters Score -2792330 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2792454.500000 Penalty: 3322.603271
	Iteration 12Q: 3 clusters Score -2792454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2792517.750000 Penalty: 3322.603271
	Iteration 13Q: 3 clusters Score -2792518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2792557.500000 Penalty: 3322.603271
	Iteration 14Q: 3 clusters Score -2792558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2792588.750000 Penalty: 3322.603271
	Iteration 15Q: 3 clusters Score -2792589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2792598.250000 Penalty: 3322.603271
	Iteration 16Q: 3 clusters Score -2792598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2792610.500000 Penalty: 3322.603271
	Iteration 17Q: 3 clusters Score -2792610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2792617.500000 Penalty: 3322.603271
	Iteration 18Q: 3 clusters Score -2792618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2792625.500000 Penalty: 3322.603271
	Iteration 19Q: 3 clusters Score -2792626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2792629.000000 Penalty: 3322.603271
	Iteration 20F: 3 clusters Score -2792629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2792631.750000 Penalty: 3322.603271
	Iteration 21Q: 3 clusters Score -2792632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2792638.000000 Penalty: 3322.603271
	Iteration 22Q: 3 clusters Score -2792638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2792640.250000 Penalty: 3322.603271
	Iteration 23Q: 3 clusters Score -2792640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2792640.250000 Penalty: 3322.603271
	Iteration 24Q: 3 clusters Score -2792640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2792639.250000 Penalty: 3322.603271
	Iteration 25Q: 3 clusters Score -2792639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2792639.250000 Penalty: 3322.603271
	Iteration 26F: 3 clusters Score -2792639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -561008.500000 Penalty: 1407.263184
	Iteration 0F: 2 clusters Score -561008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -556529.750000 Penalty: 2814.526367
	Iteration 0F: 3 clusters Score -556529.8 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -557851.437500 Penalty: 2814.526367
	Iteration 1F: 3 clusters Score -557851.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -558076.562500 Penalty: 2814.526367
	Iteration 2F: 3 clusters Score -558076.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -558252.312500 Penalty: 2814.526367
	Iteration 3F: 3 clusters Score -558252.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -558397.750000 Penalty: 2814.526367
	Iteration 4Q: 3 clusters Score -558397.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -558536.062500 Penalty: 2814.526367
	Iteration 5Q: 3 clusters Score -558536.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -558724.125000 Penalty: 2814.526367
	Iteration 6Q: 3 clusters Score -558724.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -559008.375000 Penalty: 2814.526367
	Iteration 7Q: 3 clusters Score -559008.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -559355.312500 Penalty: 2814.526367
	Iteration 8F: 3 clusters Score -559355.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -559743.500000 Penalty: 2814.526367
	Iteration 9F: 3 clusters Score -559743.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -560138.187500 Penalty: 2814.526367
	Iteration 10F: 3 clusters Score -560138.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -560429.250000 Penalty: 2814.526367
	Iteration 11Q: 3 clusters Score -560429.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -560616.687500 Penalty: 2814.526367
	Iteration 12Q: 3 clusters Score -560616.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -560747.000000 Penalty: 2814.526367
	Iteration 13Q: 3 clusters Score -560747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -560847.875000 Penalty: 2814.526367
	Iteration 14Q: 3 clusters Score -560847.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -560929.312500 Penalty: 2814.526367
	Iteration 15Q: 3 clusters Score -560929.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -560983.125000 Penalty: 2814.526367
	Iteration 16Q: 3 clusters Score -560983.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -561023.062500 Penalty: 2814.526367
	Iteration 17Q: 3 clusters Score -561023.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -561044.500000 Penalty: 2814.526367
	Iteration 18Q: 3 clusters Score -561044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -561052.562500 Penalty: 2814.526367
	Iteration 19Q: 3 clusters Score -561052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -561056.125000 Penalty: 2814.526367
	Iteration 20F: 3 clusters Score -561056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -561059.187500 Penalty: 2814.526367
	Iteration 21Q: 3 clusters Score -561059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -561059.812500 Penalty: 2814.526367
	Iteration 22Q: 3 clusters Score -561059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -561060.250000 Penalty: 2814.526367
	Iteration 23Q: 3 clusters Score -561060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -561061.312500 Penalty: 2814.526367
	Iteration 24Q: 3 clusters Score -561061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -561062.937500 Penalty: 2814.526367
	Iteration 25Q: 3 clusters Score -561062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -561065.000000 Penalty: 2814.526367
	Iteration 26Q: 3 clusters Score -561065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -561065.000000 Penalty: 2814.526367
	Iteration 27F: 3 clusters Score -561065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 16675 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 4013 members 
Entering Unmasked Estep 
Score: -54898216.000000 Penalty: 70949.203125
Splitting cluster 9 changes total score from -54898668.000000 to -54898216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Entering Unmasked Estep 
Score: -692677.562500 Penalty: 1434.153442
	Iteration 0F: 2 clusters Score -692677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -687606.250000 Penalty: 2868.306885
	Iteration 0F: 3 clusters Score -687606.2 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -689269.375000 Penalty: 2868.306885
	Iteration 1F: 3 clusters Score -689269.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -689678.437500 Penalty: 2868.306885
	Iteration 2F: 3 clusters Score -689678.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -690092.437500 Penalty: 2868.306885
	Iteration 3F: 3 clusters Score -690092.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -690683.812500 Penalty: 2868.306885
	Iteration 4F: 3 clusters Score -690683.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -691425.000000 Penalty: 2868.306885
	Iteration 5F: 3 clusters Score -691425 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -692040.625000 Penalty: 2868.306885
	Iteration 6F: 3 clusters Score -692040.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -692428.375000 Penalty: 2868.306885
	Iteration 7F: 3 clusters Score -692428.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -692589.937500 Penalty: 2868.306885
	Iteration 8Q: 3 clusters Score -692589.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -692676.937500 Penalty: 2868.306885
	Iteration 9Q: 3 clusters Score -692676.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -692708.000000 Penalty: 2868.306885
	Iteration 10Q: 3 clusters Score -692708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -692730.375000 Penalty: 2868.306885
	Iteration 11Q: 3 clusters Score -692730.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -692750.062500 Penalty: 2868.306885
	Iteration 12Q: 3 clusters Score -692750.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -692762.937500 Penalty: 2868.306885
	Iteration 13Q: 3 clusters Score -692762.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -692771.937500 Penalty: 2868.306885
	Iteration 14Q: 3 clusters Score -692771.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -692780.937500 Penalty: 2868.306885
	Iteration 15Q: 3 clusters Score -692780.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -692787.187500 Penalty: 2868.306885
	Iteration 16Q: 3 clusters Score -692787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -692791.437500 Penalty: 2868.306885
	Iteration 17Q: 3 clusters Score -692791.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -692794.375000 Penalty: 2868.306885
	Iteration 18Q: 3 clusters Score -692794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -692796.312500 Penalty: 2868.306885
	Iteration 19Q: 3 clusters Score -692796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -692797.750000 Penalty: 2868.306885
	Iteration 20F: 3 clusters Score -692797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -692797.750000 Penalty: 2868.306885
	Iteration 21Q: 3 clusters Score -692797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -692797.562500 Penalty: 2868.306885
	Iteration 22Q: 3 clusters Score -692797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -692796.687500 Penalty: 2868.306885
	Iteration 23Q: 3 clusters Score -692796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -692799.375000 Penalty: 2868.306885
	Iteration 24Q: 3 clusters Score -692799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -692799.312500 Penalty: 2868.306885
	Iteration 25Q: 3 clusters Score -692799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -692799.812500 Penalty: 2868.306885
	Iteration 26Q: 3 clusters Score -692799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -692800.687500 Penalty: 2868.306885
	Iteration 27Q: 3 clusters Score -692800.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -692800.812500 Penalty: 2868.306885
	Iteration 28Q: 3 clusters Score -692800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -692800.812500 Penalty: 2868.306885
	Iteration 29F: 3 clusters Score -692800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 16675 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 5438 members 
Entering Unmasked Estep 
Score: -54898192.000000 Penalty: 70949.203125
Splitting cluster 10 changes total score from -54898668.000000 to -54898192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (15359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Entering Unmasked Estep 
Score: -1507390.750000 Penalty: 1566.411743
	Iteration 0F: 2 clusters Score -1507391 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 7639 members 
Entering Unmasked Estep 
Score: -1496777.000000 Penalty: 3132.823486
	Iteration 0F: 3 clusters Score -1496777 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1500515.375000 Penalty: 3132.823486
	Iteration 1F: 3 clusters Score -1500515 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1500930.625000 Penalty: 3132.823486
	Iteration 2F: 3 clusters Score -1500931 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1501323.250000 Penalty: 3132.823486
	Iteration 3F: 3 clusters Score -1501323 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1501764.500000 Penalty: 3132.823486
	Iteration 4F: 3 clusters Score -1501764 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1502238.875000 Penalty: 3132.823486
	Iteration 5F: 3 clusters Score -1502239 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1502704.125000 Penalty: 3132.823486
	Iteration 6F: 3 clusters Score -1502704 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1503147.125000 Penalty: 3132.823486
	Iteration 7F: 3 clusters Score -1503147 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1503546.875000 Penalty: 3132.823486
	Iteration 8Q: 3 clusters Score -1503547 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1503861.500000 Penalty: 3132.823486
	Iteration 9Q: 3 clusters Score -1503862 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1504126.250000 Penalty: 3132.823486
	Iteration 10Q: 3 clusters Score -1504126 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1504364.250000 Penalty: 3132.823486
	Iteration 11Q: 3 clusters Score -1504364 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1504575.750000 Penalty: 3132.823486
	Iteration 12Q: 3 clusters Score -1504576 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1504778.750000 Penalty: 3132.823486
	Iteration 13Q: 3 clusters Score -1504779 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1504933.875000 Penalty: 3132.823486
	Iteration 14Q: 3 clusters Score -1504934 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1505046.375000 Penalty: 3132.823486
	Iteration 15Q: 3 clusters Score -1505046 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1505112.000000 Penalty: 3132.823486
	Iteration 16Q: 3 clusters Score -1505112 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1505167.000000 Penalty: 3132.823486
	Iteration 17Q: 3 clusters Score -1505167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1505216.500000 Penalty: 3132.823486
	Iteration 18Q: 3 clusters Score -1505216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1505255.500000 Penalty: 3132.823486
	Iteration 19Q: 3 clusters Score -1505256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1505294.375000 Penalty: 3132.823486
	Iteration 20F: 3 clusters Score -1505294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1505309.625000 Penalty: 3132.823486
	Iteration 21Q: 3 clusters Score -1505310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1505330.875000 Penalty: 3132.823486
	Iteration 22Q: 3 clusters Score -1505331 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1505365.875000 Penalty: 3132.823486
	Iteration 23Q: 3 clusters Score -1505366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1505399.125000 Penalty: 3132.823486
	Iteration 24Q: 3 clusters Score -1505399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1505422.250000 Penalty: 3132.823486
	Iteration 25Q: 3 clusters Score -1505422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1505447.125000 Penalty: 3132.823486
	Iteration 26Q: 3 clusters Score -1505447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1505475.125000 Penalty: 3132.823486
	Iteration 27Q: 3 clusters Score -1505475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1505511.375000 Penalty: 3132.823486
	Iteration 28Q: 3 clusters Score -1505511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1505534.375000 Penalty: 3132.823486
	Iteration 29Q: 3 clusters Score -1505534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1505568.875000 Penalty: 3132.823486
	Iteration 30Q: 3 clusters Score -1505569 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1505613.125000 Penalty: 3132.823486
	Iteration 31Q: 3 clusters Score -1505613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1505658.125000 Penalty: 3132.823486
	Iteration 32Q: 3 clusters Score -1505658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1505708.375000 Penalty: 3132.823486
	Iteration 33Q: 3 clusters Score -1505708 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1505746.000000 Penalty: 3132.823486
	Iteration 34Q: 3 clusters Score -1505746 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1505788.875000 Penalty: 3132.823486
	Iteration 35Q: 3 clusters Score -1505789 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1505836.625000 Penalty: 3132.823486
	Iteration 36Q: 3 clusters Score -1505837 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1505885.750000 Penalty: 3132.823486
	Iteration 37Q: 3 clusters Score -1505886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1505931.500000 Penalty: 3132.823486
	Iteration 38Q: 3 clusters Score -1505932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1505994.750000 Penalty: 3132.823486
	Iteration 39Q: 3 clusters Score -1505995 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1506062.125000 Penalty: 3132.823486
	Iteration 40F: 3 clusters Score -1506062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1506158.375000 Penalty: 3132.823486
	Iteration 41Q: 3 clusters Score -1506158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1506256.125000 Penalty: 3132.823486
	Iteration 42Q: 3 clusters Score -1506256 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1506361.750000 Penalty: 3132.823486
	Iteration 43Q: 3 clusters Score -1506362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1506467.500000 Penalty: 3132.823486
	Iteration 44Q: 3 clusters Score -1506468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1506613.625000 Penalty: 3132.823486
	Iteration 45Q: 3 clusters Score -1506614 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1506825.875000 Penalty: 3132.823486
	Iteration 46Q: 3 clusters Score -1506826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1507030.875000 Penalty: 3132.823486
	Iteration 47Q: 3 clusters Score -1507031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1507125.750000 Penalty: 3132.823486
	Iteration 48Q: 3 clusters Score -1507126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1507181.750000 Penalty: 3132.823486
	Iteration 49Q: 3 clusters Score -1507182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1507219.625000 Penalty: 3132.823486
	Iteration 50Q: 3 clusters Score -1507220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1507240.250000 Penalty: 3132.823486
	Iteration 51Q: 3 clusters Score -1507240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1507251.875000 Penalty: 3132.823486
	Iteration 52Q: 3 clusters Score -1507252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1507254.125000 Penalty: 3132.823486
	Iteration 53Q: 3 clusters Score -1507254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1507256.250000 Penalty: 3132.823486
	Iteration 54Q: 3 clusters Score -1507256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1507255.500000 Penalty: 3132.823486
	Iteration 55Q: 3 clusters Score -1507256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1507256.875000 Penalty: 3132.823486
	Iteration 56Q: 3 clusters Score -1507257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1507261.125000 Penalty: 3132.823486
	Iteration 57Q: 3 clusters Score -1507261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1507260.000000 Penalty: 3132.823486
	Iteration 58Q: 3 clusters Score -1507260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1507258.875000 Penalty: 3132.823486
	Iteration 59Q: 3 clusters Score -1507259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1507263.250000 Penalty: 3132.823486
	Iteration 60F: 3 clusters Score -1507263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1507261.625000 Penalty: 3132.823486
	Iteration 61Q: 3 clusters Score -1507262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1507262.250000 Penalty: 3132.823486
	Iteration 62Q: 3 clusters Score -1507262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1507266.125000 Penalty: 3132.823486
	Iteration 63Q: 3 clusters Score -1507266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1507266.125000 Penalty: 3132.823486
	Iteration 64F: 3 clusters Score -1507266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -834655.312500 Penalty: 1467.902344
	Iteration 0F: 2 clusters Score -834655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -828508.812500 Penalty: 2935.804688
	Iteration 0F: 3 clusters Score -828508.8 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -830485.062500 Penalty: 2935.804688
	Iteration 1F: 3 clusters Score -830485.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -830797.312500 Penalty: 2935.804688
	Iteration 2F: 3 clusters Score -830797.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -831057.562500 Penalty: 2935.804688
	Iteration 3F: 3 clusters Score -831057.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -831322.312500 Penalty: 2935.804688
	Iteration 4F: 3 clusters Score -831322.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -831577.500000 Penalty: 2935.804688
	Iteration 5F: 3 clusters Score -831577.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -831853.375000 Penalty: 2935.804688
	Iteration 6Q: 3 clusters Score -831853.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -832154.812500 Penalty: 2935.804688
	Iteration 7Q: 3 clusters Score -832154.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -832497.375000 Penalty: 2935.804688
	Iteration 8F: 3 clusters Score -832497.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -832895.187500 Penalty: 2935.804688
	Iteration 9F: 3 clusters Score -832895.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -833290.500000 Penalty: 2935.804688
	Iteration 10Q: 3 clusters Score -833290.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -833574.562500 Penalty: 2935.804688
	Iteration 11Q: 3 clusters Score -833574.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -833792.312500 Penalty: 2935.804688
	Iteration 12Q: 3 clusters Score -833792.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -833922.750000 Penalty: 2935.804688
	Iteration 13Q: 3 clusters Score -833922.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -833999.500000 Penalty: 2935.804688
	Iteration 14Q: 3 clusters Score -833999.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -834048.500000 Penalty: 2935.804688
	Iteration 15Q: 3 clusters Score -834048.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -834069.812500 Penalty: 2935.804688
	Iteration 16Q: 3 clusters Score -834069.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -834089.437500 Penalty: 2935.804688
	Iteration 17Q: 3 clusters Score -834089.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -834109.687500 Penalty: 2935.804688
	Iteration 18Q: 3 clusters Score -834109.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -834123.687500 Penalty: 2935.804688
	Iteration 19Q: 3 clusters Score -834123.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -834132.812500 Penalty: 2935.804688
	Iteration 20F: 3 clusters Score -834132.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -834146.125000 Penalty: 2935.804688
	Iteration 21Q: 3 clusters Score -834146.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -834159.125000 Penalty: 2935.804688
	Iteration 22Q: 3 clusters Score -834159.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -834173.812500 Penalty: 2935.804688
	Iteration 23Q: 3 clusters Score -834173.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -834183.437500 Penalty: 2935.804688
	Iteration 24Q: 3 clusters Score -834183.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -834192.437500 Penalty: 2935.804688
	Iteration 25Q: 3 clusters Score -834192.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -834199.312500 Penalty: 2935.804688
	Iteration 26Q: 3 clusters Score -834199.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -834206.625000 Penalty: 2935.804688
	Iteration 27Q: 3 clusters Score -834206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -834211.062500 Penalty: 2935.804688
	Iteration 28Q: 3 clusters Score -834211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -834212.437500 Penalty: 2935.804688
	Iteration 29Q: 3 clusters Score -834212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -834215.875000 Penalty: 2935.804688
	Iteration 30Q: 3 clusters Score -834215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -834216.437500 Penalty: 2935.804688
	Iteration 31Q: 3 clusters Score -834216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -834217.312500 Penalty: 2935.804688
	Iteration 32Q: 3 clusters Score -834217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -834218.062500 Penalty: 2935.804688
	Iteration 33Q: 3 clusters Score -834218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -834217.375000 Penalty: 2935.804688
	Iteration 34Q: 3 clusters Score -834217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -834216.312500 Penalty: 2935.804688
	Iteration 35Q: 3 clusters Score -834216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -834217.000000 Penalty: 2935.804688
	Iteration 36Q: 3 clusters Score -834217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -834217.000000 Penalty: 2935.804688
	Iteration 37F: 3 clusters Score -834217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Entering Unmasked Estep 
Score: -1635164.500000 Penalty: 1577.592773
	Iteration 0F: 2 clusters Score -1635164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1623803.375000 Penalty: 3155.185547
	Iteration 0F: 3 clusters Score -1623803 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1627952.625000 Penalty: 3155.185547
	Iteration 1F: 3 clusters Score -1627953 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1628661.375000 Penalty: 3155.185547
	Iteration 2F: 3 clusters Score -1628661 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1629594.250000 Penalty: 3155.185547
	Iteration 3F: 3 clusters Score -1629594 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1630727.750000 Penalty: 3155.185547
	Iteration 4F: 3 clusters Score -1630728 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1631891.500000 Penalty: 3155.185547
	Iteration 5F: 3 clusters Score -1631892 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1632802.250000 Penalty: 3155.185547
	Iteration 6F: 3 clusters Score -1632802 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1633418.000000 Penalty: 3155.185547
	Iteration 7Q: 3 clusters Score -1633418 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1633769.500000 Penalty: 3155.185547
	Iteration 8Q: 3 clusters Score -1633770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1633997.250000 Penalty: 3155.185547
	Iteration 9Q: 3 clusters Score -1633997 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1634144.000000 Penalty: 3155.185547
	Iteration 10Q: 3 clusters Score -1634144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1634228.625000 Penalty: 3155.185547
	Iteration 11Q: 3 clusters Score -1634229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1634284.250000 Penalty: 3155.185547
	Iteration 12Q: 3 clusters Score -1634284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1634323.875000 Penalty: 3155.185547
	Iteration 13Q: 3 clusters Score -1634324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1634347.500000 Penalty: 3155.185547
	Iteration 14Q: 3 clusters Score -1634348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1634372.000000 Penalty: 3155.185547
	Iteration 15Q: 3 clusters Score -1634372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1634389.000000 Penalty: 3155.185547
	Iteration 16Q: 3 clusters Score -1634389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1634402.375000 Penalty: 3155.185547
	Iteration 17Q: 3 clusters Score -1634402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1634411.625000 Penalty: 3155.185547
	Iteration 18Q: 3 clusters Score -1634412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1634428.750000 Penalty: 3155.185547
	Iteration 19Q: 3 clusters Score -1634429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1634439.500000 Penalty: 3155.185547
	Iteration 20F: 3 clusters Score -1634440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1634451.375000 Penalty: 3155.185547
	Iteration 21Q: 3 clusters Score -1634451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1634457.625000 Penalty: 3155.185547
	Iteration 22Q: 3 clusters Score -1634458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1634460.625000 Penalty: 3155.185547
	Iteration 23Q: 3 clusters Score -1634461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1634469.625000 Penalty: 3155.185547
	Iteration 24Q: 3 clusters Score -1634470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1634472.125000 Penalty: 3155.185547
	Iteration 25Q: 3 clusters Score -1634472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1634487.625000 Penalty: 3155.185547
	Iteration 26Q: 3 clusters Score -1634488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1634496.750000 Penalty: 3155.185547
	Iteration 27Q: 3 clusters Score -1634497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1634510.250000 Penalty: 3155.185547
	Iteration 28Q: 3 clusters Score -1634510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1634522.500000 Penalty: 3155.185547
	Iteration 29Q: 3 clusters Score -1634522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1634525.375000 Penalty: 3155.185547
	Iteration 30Q: 3 clusters Score -1634525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1634532.250000 Penalty: 3155.185547
	Iteration 31Q: 3 clusters Score -1634532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1634534.625000 Penalty: 3155.185547
	Iteration 32Q: 3 clusters Score -1634535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1634535.500000 Penalty: 3155.185547
	Iteration 33Q: 3 clusters Score -1634536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1634536.000000 Penalty: 3155.185547
	Iteration 34Q: 3 clusters Score -1634536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1634541.250000 Penalty: 3155.185547
	Iteration 35Q: 3 clusters Score -1634541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1634541.125000 Penalty: 3155.185547
	Iteration 36Q: 3 clusters Score -1634541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1634543.375000 Penalty: 3155.185547
	Iteration 37Q: 3 clusters Score -1634543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1634542.875000 Penalty: 3155.185547
	Iteration 38Q: 3 clusters Score -1634543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1634543.250000 Penalty: 3155.185547
	Iteration 39Q: 3 clusters Score -1634543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1634545.375000 Penalty: 3155.185547
	Iteration 40F: 3 clusters Score -1634545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1634546.000000 Penalty: 3155.185547
	Iteration 41Q: 3 clusters Score -1634546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1634545.500000 Penalty: 3155.185547
	Iteration 42Q: 3 clusters Score -1634546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1634545.500000 Penalty: 3155.185547
	Iteration 43F: 3 clusters Score -1634546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -633104.375000 Penalty: 1422.986450
	Iteration 0F: 2 clusters Score -633104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -628233.562500 Penalty: 2845.972900
	Iteration 0F: 3 clusters Score -628233.6 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -629780.437500 Penalty: 2845.972900
	Iteration 1F: 3 clusters Score -629780.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -630201.187500 Penalty: 2845.972900
	Iteration 2F: 3 clusters Score -630201.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -630696.125000 Penalty: 2845.972900
	Iteration 3F: 3 clusters Score -630696.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -631226.625000 Penalty: 2845.972900
	Iteration 4F: 3 clusters Score -631226.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -631707.625000 Penalty: 2845.972900
	Iteration 5F: 3 clusters Score -631707.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -632088.625000 Penalty: 2845.972900
	Iteration 6F: 3 clusters Score -632088.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -632460.125000 Penalty: 2845.972900
	Iteration 7F: 3 clusters Score -632460.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -632868.250000 Penalty: 2845.972900
	Iteration 8Q: 3 clusters Score -632868.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -633305.812500 Penalty: 2845.972900
	Iteration 9Q: 3 clusters Score -633305.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -633580.437500 Penalty: 2845.972900
	Iteration 10Q: 3 clusters Score -633580.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -633715.437500 Penalty: 2845.972900
	Iteration 11Q: 3 clusters Score -633715.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -633783.750000 Penalty: 2845.972900
	Iteration 12Q: 3 clusters Score -633783.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -633816.187500 Penalty: 2845.972900
	Iteration 13Q: 3 clusters Score -633816.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -633829.937500 Penalty: 2845.972900
	Iteration 14Q: 3 clusters Score -633829.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -633838.500000 Penalty: 2845.972900
	Iteration 15Q: 3 clusters Score -633838.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -633842.250000 Penalty: 2845.972900
	Iteration 16Q: 3 clusters Score -633842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -633845.000000 Penalty: 2845.972900
	Iteration 17Q: 3 clusters Score -633845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -633847.000000 Penalty: 2845.972900
	Iteration 18Q: 3 clusters Score -633847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -633848.562500 Penalty: 2845.972900
	Iteration 19Q: 3 clusters Score -633848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -633850.000000 Penalty: 2845.972900
	Iteration 20F: 3 clusters Score -633850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -633849.750000 Penalty: 2845.972900
	Iteration 21Q: 3 clusters Score -633849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -633849.875000 Penalty: 2845.972900
	Iteration 22Q: 3 clusters Score -633849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -633850.000000 Penalty: 2845.972900
	Iteration 23Q: 3 clusters Score -633850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -633851.500000 Penalty: 2845.972900
	Iteration 24Q: 3 clusters Score -633851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -633851.500000 Penalty: 2845.972900
	Iteration 25F: 3 clusters Score -633851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 16675 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Entering Unmasked Estep 
Score: -54898868.000000 Penalty: 70949.203125
Splitting cluster 14 changes total score from -54898668.000000 to -54898868.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -257463.906250 Penalty: 1277.217407
	Iteration 0F: 2 clusters Score -257463.9 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 1271 members 
Entering Unmasked Estep 
Score: -254982.578125 Penalty: 2554.434814
	Iteration 0F: 3 clusters Score -254982.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -255553.671875 Penalty: 2554.434814
	Iteration 1F: 3 clusters Score -255553.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -255683.906250 Penalty: 2554.434814
	Iteration 2F: 3 clusters Score -255683.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -255764.265625 Penalty: 2554.434814
	Iteration 3F: 3 clusters Score -255764.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -255813.000000 Penalty: 2554.434814
	Iteration 4Q: 3 clusters Score -255813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -255844.906250 Penalty: 2554.434814
	Iteration 5Q: 3 clusters Score -255844.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -255871.796875 Penalty: 2554.434814
	Iteration 6Q: 3 clusters Score -255871.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -255895.328125 Penalty: 2554.434814
	Iteration 7Q: 3 clusters Score -255895.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255915.390625 Penalty: 2554.434814
	Iteration 8Q: 3 clusters Score -255915.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -255932.703125 Penalty: 2554.434814
	Iteration 9Q: 3 clusters Score -255932.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255950.703125 Penalty: 2554.434814
	Iteration 10Q: 3 clusters Score -255950.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -255968.421875 Penalty: 2554.434814
	Iteration 11Q: 3 clusters Score -255968.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -255987.625000 Penalty: 2554.434814
	Iteration 12Q: 3 clusters Score -255987.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -256005.875000 Penalty: 2554.434814
	Iteration 13Q: 3 clusters Score -256005.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256021.453125 Penalty: 2554.434814
	Iteration 14Q: 3 clusters Score -256021.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -256035.421875 Penalty: 2554.434814
	Iteration 15Q: 3 clusters Score -256035.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -256049.484375 Penalty: 2554.434814
	Iteration 16Q: 3 clusters Score -256049.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -256059.093750 Penalty: 2554.434814
	Iteration 17Q: 3 clusters Score -256059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -256063.609375 Penalty: 2554.434814
	Iteration 18Q: 3 clusters Score -256063.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -256070.453125 Penalty: 2554.434814
	Iteration 19Q: 3 clusters Score -256070.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -256076.718750 Penalty: 2554.434814
	Iteration 20F: 3 clusters Score -256076.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256087.984375 Penalty: 2554.434814
	Iteration 21Q: 3 clusters Score -256088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -256097.531250 Penalty: 2554.434814
	Iteration 22Q: 3 clusters Score -256097.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -256105.031250 Penalty: 2554.434814
	Iteration 23Q: 3 clusters Score -256105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -256114.890625 Penalty: 2554.434814
	Iteration 24Q: 3 clusters Score -256114.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -256123.421875 Penalty: 2554.434814
	Iteration 25Q: 3 clusters Score -256123.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256133.125000 Penalty: 2554.434814
	Iteration 26Q: 3 clusters Score -256133.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -256138.328125 Penalty: 2554.434814
	Iteration 27Q: 3 clusters Score -256138.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256142.187500 Penalty: 2554.434814
	Iteration 28Q: 3 clusters Score -256142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -256148.718750 Penalty: 2554.434814
	Iteration 29Q: 3 clusters Score -256148.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256155.203125 Penalty: 2554.434814
	Iteration 30Q: 3 clusters Score -256155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256160.359375 Penalty: 2554.434814
	Iteration 31Q: 3 clusters Score -256160.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -256163.921875 Penalty: 2554.434814
	Iteration 32Q: 3 clusters Score -256163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -256166.109375 Penalty: 2554.434814
	Iteration 33Q: 3 clusters Score -256166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -256167.281250 Penalty: 2554.434814
	Iteration 34Q: 3 clusters Score -256167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -256169.109375 Penalty: 2554.434814
	Iteration 35Q: 3 clusters Score -256169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -256170.656250 Penalty: 2554.434814
	Iteration 36Q: 3 clusters Score -256170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -256170.640625 Penalty: 2554.434814
	Iteration 37Q: 3 clusters Score -256170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -256172.250000 Penalty: 2554.434814
	Iteration 38Q: 3 clusters Score -256172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -256172.718750 Penalty: 2554.434814
	Iteration 39Q: 3 clusters Score -256172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -256173.234375 Penalty: 2554.434814
	Iteration 40F: 3 clusters Score -256173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -256173.859375 Penalty: 2554.434814
	Iteration 41Q: 3 clusters Score -256173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -256175.093750 Penalty: 2554.434814
	Iteration 42Q: 3 clusters Score -256175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -256176.078125 Penalty: 2554.434814
	Iteration 43Q: 3 clusters Score -256176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -256178.062500 Penalty: 2554.434814
	Iteration 44Q: 3 clusters Score -256178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -256182.812500 Penalty: 2554.434814
	Iteration 45Q: 3 clusters Score -256182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -256184.890625 Penalty: 2554.434814
	Iteration 46Q: 3 clusters Score -256184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -256188.562500 Penalty: 2554.434814
	Iteration 47Q: 3 clusters Score -256188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -256192.484375 Penalty: 2554.434814
	Iteration 48Q: 3 clusters Score -256192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -256196.031250 Penalty: 2554.434814
	Iteration 49Q: 3 clusters Score -256196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256197.140625 Penalty: 2554.434814
	Iteration 50Q: 3 clusters Score -256197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -256199.031250 Penalty: 2554.434814
	Iteration 51Q: 3 clusters Score -256199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -256200.718750 Penalty: 2554.434814
	Iteration 52Q: 3 clusters Score -256200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -256203.234375 Penalty: 2554.434814
	Iteration 53Q: 3 clusters Score -256203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -256204.984375 Penalty: 2554.434814
	Iteration 54Q: 3 clusters Score -256205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256206.796875 Penalty: 2554.434814
	Iteration 55Q: 3 clusters Score -256206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256209.140625 Penalty: 2554.434814
	Iteration 56Q: 3 clusters Score -256209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -256210.531250 Penalty: 2554.434814
	Iteration 57Q: 3 clusters Score -256210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -256211.062500 Penalty: 2554.434814
	Iteration 58Q: 3 clusters Score -256211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -256211.312500 Penalty: 2554.434814
	Iteration 59Q: 3 clusters Score -256211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -256211.921875 Penalty: 2554.434814
	Iteration 60F: 3 clusters Score -256211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256213.546875 Penalty: 2554.434814
	Iteration 61Q: 3 clusters Score -256213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256216.062500 Penalty: 2554.434814
	Iteration 62Q: 3 clusters Score -256216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -256217.000000 Penalty: 2554.434814
	Iteration 63Q: 3 clusters Score -256217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256217.562500 Penalty: 2554.434814
	Iteration 64Q: 3 clusters Score -256217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256217.562500 Penalty: 2554.434814
	Iteration 65F: 3 clusters Score -256217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Entering Unmasked Estep 
Score: -7913577.500000 Penalty: 1823.574707
	Iteration 0F: 2 clusters Score -7913578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -7863579.500000 Penalty: 3647.149414
	Iteration 0F: 3 clusters Score -7863580 nChanged 35448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7883709.000000 Penalty: 3647.149414
	Iteration 1F: 3 clusters Score -7883709 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7884303.500000 Penalty: 3647.149414
	Iteration 2Q: 3 clusters Score -7884304 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7885014.500000 Penalty: 3647.149414
	Iteration 3Q: 3 clusters Score -7885014 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -7886145.500000 Penalty: 3647.149414
	Iteration 4Q: 3 clusters Score -7886146 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -7887838.000000 Penalty: 3647.149414
	Iteration 5Q: 3 clusters Score -7887838 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -7890304.500000 Penalty: 3647.149414
	Iteration 6F: 3 clusters Score -7890304 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -7893901.000000 Penalty: 3647.149414
	Iteration 7F: 3 clusters Score -7893901 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -7898337.500000 Penalty: 3647.149414
	Iteration 8F: 3 clusters Score -7898338 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -7902950.000000 Penalty: 3647.149414
	Iteration 9F: 3 clusters Score -7902950 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -7906767.500000 Penalty: 3647.149414
	Iteration 10F: 3 clusters Score -7906768 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -7909272.000000 Penalty: 3647.149414
	Iteration 11Q: 3 clusters Score -7909272 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -7910617.500000 Penalty: 3647.149414
	Iteration 12Q: 3 clusters Score -7910618 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -7911215.000000 Penalty: 3647.149414
	Iteration 13Q: 3 clusters Score -7911215 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -7911536.500000 Penalty: 3647.149414
	Iteration 14Q: 3 clusters Score -7911536 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -7911695.000000 Penalty: 3647.149414
	Iteration 15Q: 3 clusters Score -7911695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -7911802.000000 Penalty: 3647.149414
	Iteration 16Q: 3 clusters Score -7911802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -7911862.000000 Penalty: 3647.149414
	Iteration 17Q: 3 clusters Score -7911862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -7911904.500000 Penalty: 3647.149414
	Iteration 18Q: 3 clusters Score -7911904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -7911933.500000 Penalty: 3647.149414
	Iteration 19Q: 3 clusters Score -7911934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -7911967.000000 Penalty: 3647.149414
	Iteration 20F: 3 clusters Score -7911967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -7911974.000000 Penalty: 3647.149414
	Iteration 21Q: 3 clusters Score -7911974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -7911992.000000 Penalty: 3647.149414
	Iteration 22Q: 3 clusters Score -7911992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -7912007.000000 Penalty: 3647.149414
	Iteration 23Q: 3 clusters Score -7912007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -7912014.500000 Penalty: 3647.149414
	Iteration 24Q: 3 clusters Score -7912014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -7912015.500000 Penalty: 3647.149414
	Iteration 25Q: 3 clusters Score -7912016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -7912015.000000 Penalty: 3647.149414
	Iteration 26Q: 3 clusters Score -7912015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -7912019.500000 Penalty: 3647.149414
	Iteration 27Q: 3 clusters Score -7912020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -7912019.500000 Penalty: 3647.149414
	Iteration 28F: 3 clusters Score -7912020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Entering Unmasked Estep 
Score: -5250080.500000 Penalty: 1761.288452
	Iteration 0F: 2 clusters Score -5250080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5215958.500000 Penalty: 3522.576904
	Iteration 0F: 3 clusters Score -5215958 nChanged 23946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5229866.500000 Penalty: 3522.576904
	Iteration 1F: 3 clusters Score -5229866 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5230822.500000 Penalty: 3522.576904
	Iteration 2Q: 3 clusters Score -5230822 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5232166.500000 Penalty: 3522.576904
	Iteration 3F: 3 clusters Score -5232166 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -5234171.000000 Penalty: 3522.576904
	Iteration 4F: 3 clusters Score -5234171 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -5237063.500000 Penalty: 3522.576904
	Iteration 5F: 3 clusters Score -5237064 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5240401.500000 Penalty: 3522.576904
	Iteration 6F: 3 clusters Score -5240402 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5243580.000000 Penalty: 3522.576904
	Iteration 7F: 3 clusters Score -5243580 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -5245912.000000 Penalty: 3522.576904
	Iteration 8F: 3 clusters Score -5245912 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5247304.500000 Penalty: 3522.576904
	Iteration 9Q: 3 clusters Score -5247304 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -5247981.000000 Penalty: 3522.576904
	Iteration 10Q: 3 clusters Score -5247981 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -5248310.000000 Penalty: 3522.576904
	Iteration 11Q: 3 clusters Score -5248310 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -5248486.500000 Penalty: 3522.576904
	Iteration 12Q: 3 clusters Score -5248486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -5248569.000000 Penalty: 3522.576904
	Iteration 13Q: 3 clusters Score -5248569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -5248608.000000 Penalty: 3522.576904
	Iteration 14Q: 3 clusters Score -5248608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -5248638.500000 Penalty: 3522.576904
	Iteration 15Q: 3 clusters Score -5248638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -5248649.500000 Penalty: 3522.576904
	Iteration 16Q: 3 clusters Score -5248650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -5248651.500000 Penalty: 3522.576904
	Iteration 17Q: 3 clusters Score -5248652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -5248657.500000 Penalty: 3522.576904
	Iteration 18Q: 3 clusters Score -5248658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -5248666.000000 Penalty: 3522.576904
	Iteration 19Q: 3 clusters Score -5248666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -5248670.000000 Penalty: 3522.576904
	Iteration 20F: 3 clusters Score -5248670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -5248677.500000 Penalty: 3522.576904
	Iteration 21Q: 3 clusters Score -5248678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -5248676.000000 Penalty: 3522.576904
	Iteration 22Q: 3 clusters Score -5248676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -5248678.500000 Penalty: 3522.576904
	Iteration 23Q: 3 clusters Score -5248678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -5248683.500000 Penalty: 3522.576904
	Iteration 24Q: 3 clusters Score -5248684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5248689.000000 Penalty: 3522.576904
	Iteration 25Q: 3 clusters Score -5248689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5248689.500000 Penalty: 3522.576904
	Iteration 26Q: 3 clusters Score -5248690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5248690.500000 Penalty: 3522.576904
	Iteration 27Q: 3 clusters Score -5248690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5248686.000000 Penalty: 3522.576904
	Iteration 28Q: 3 clusters Score -5248686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5248689.500000 Penalty: 3522.576904
	Iteration 29Q: 3 clusters Score -5248690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5248695.000000 Penalty: 3522.576904
	Iteration 30Q: 3 clusters Score -5248695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5248694.500000 Penalty: 3522.576904
	Iteration 31Q: 3 clusters Score -5248694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5248694.500000 Penalty: 3522.576904
	Iteration 32F: 3 clusters Score -5248694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Entering Unmasked Estep 
Score: -1670023.250000 Penalty: 1579.770752
	Iteration 0F: 2 clusters Score -1670023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1658528.250000 Penalty: 3159.541504
	Iteration 0F: 3 clusters Score -1658528 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1662853.500000 Penalty: 3159.541504
	Iteration 1F: 3 clusters Score -1662854 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1663568.625000 Penalty: 3159.541504
	Iteration 2F: 3 clusters Score -1663569 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1664434.375000 Penalty: 3159.541504
	Iteration 3F: 3 clusters Score -1664434 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1665583.875000 Penalty: 3159.541504
	Iteration 4F: 3 clusters Score -1665584 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1666934.000000 Penalty: 3159.541504
	Iteration 5F: 3 clusters Score -1666934 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1668242.000000 Penalty: 3159.541504
	Iteration 6F: 3 clusters Score -1668242 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1669259.750000 Penalty: 3159.541504
	Iteration 7F: 3 clusters Score -1669260 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1669836.375000 Penalty: 3159.541504
	Iteration 8Q: 3 clusters Score -1669836 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1670103.000000 Penalty: 3159.541504
	Iteration 9Q: 3 clusters Score -1670103 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1670241.125000 Penalty: 3159.541504
	Iteration 10Q: 3 clusters Score -1670241 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1670314.625000 Penalty: 3159.541504
	Iteration 11Q: 3 clusters Score -1670315 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1670358.375000 Penalty: 3159.541504
	Iteration 12Q: 3 clusters Score -1670358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1670403.125000 Penalty: 3159.541504
	Iteration 13Q: 3 clusters Score -1670403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1670429.250000 Penalty: 3159.541504
	Iteration 14Q: 3 clusters Score -1670429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1670460.250000 Penalty: 3159.541504
	Iteration 15Q: 3 clusters Score -1670460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1670473.125000 Penalty: 3159.541504
	Iteration 16Q: 3 clusters Score -1670473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1670486.500000 Penalty: 3159.541504
	Iteration 17Q: 3 clusters Score -1670486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1670490.250000 Penalty: 3159.541504
	Iteration 18Q: 3 clusters Score -1670490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1670495.375000 Penalty: 3159.541504
	Iteration 19Q: 3 clusters Score -1670495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1670500.875000 Penalty: 3159.541504
	Iteration 20F: 3 clusters Score -1670501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1670505.000000 Penalty: 3159.541504
	Iteration 21Q: 3 clusters Score -1670505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1670501.500000 Penalty: 3159.541504
	Iteration 22Q: 3 clusters Score -1670502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1670506.000000 Penalty: 3159.541504
	Iteration 23Q: 3 clusters Score -1670506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1670513.875000 Penalty: 3159.541504
	Iteration 24Q: 3 clusters Score -1670514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1670517.625000 Penalty: 3159.541504
	Iteration 25Q: 3 clusters Score -1670518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1670524.125000 Penalty: 3159.541504
	Iteration 26Q: 3 clusters Score -1670524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1670526.750000 Penalty: 3159.541504
	Iteration 27Q: 3 clusters Score -1670527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1670531.875000 Penalty: 3159.541504
	Iteration 28Q: 3 clusters Score -1670532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1670535.625000 Penalty: 3159.541504
	Iteration 29Q: 3 clusters Score -1670536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1670536.750000 Penalty: 3159.541504
	Iteration 30Q: 3 clusters Score -1670537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1670538.875000 Penalty: 3159.541504
	Iteration 31Q: 3 clusters Score -1670539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1670543.625000 Penalty: 3159.541504
	Iteration 32Q: 3 clusters Score -1670544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1670545.125000 Penalty: 3159.541504
	Iteration 33Q: 3 clusters Score -1670545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1670547.625000 Penalty: 3159.541504
	Iteration 34Q: 3 clusters Score -1670548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1670548.750000 Penalty: 3159.541504
	Iteration 35Q: 3 clusters Score -1670549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1670550.000000 Penalty: 3159.541504
	Iteration 36Q: 3 clusters Score -1670550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1670553.125000 Penalty: 3159.541504
	Iteration 37Q: 3 clusters Score -1670553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1670551.875000 Penalty: 3159.541504
	Iteration 38Q: 3 clusters Score -1670552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1670550.500000 Penalty: 3159.541504
	Iteration 39Q: 3 clusters Score -1670550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1670551.750000 Penalty: 3159.541504
	Iteration 40F: 3 clusters Score -1670552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1670552.375000 Penalty: 3159.541504
	Iteration 41Q: 3 clusters Score -1670552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1670554.125000 Penalty: 3159.541504
	Iteration 42Q: 3 clusters Score -1670554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1670552.625000 Penalty: 3159.541504
	Iteration 43Q: 3 clusters Score -1670553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1670554.875000 Penalty: 3159.541504
	Iteration 44Q: 3 clusters Score -1670555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1670555.125000 Penalty: 3159.541504
	Iteration 45Q: 3 clusters Score -1670555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1670555.125000 Penalty: 3159.541504
	Iteration 46F: 3 clusters Score -1670555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Entering Unmasked Estep 
Score: -54898860.000000 Penalty: 73099.179688
Splitting cluster 18 changes total score from -54898668.000000 to -54898860.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -434907.281250 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -434907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -431272.812500 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -431272.8 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -432637.437500 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -432637.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -433437.312500 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -433437.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -434421.500000 Penalty: 2737.222412
	Iteration 3F: 3 clusters Score -434421.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -435627.125000 Penalty: 2737.222412
	Iteration 4F: 3 clusters Score -435627.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -437162.406250 Penalty: 2737.222412
	Iteration 5F: 3 clusters Score -437162.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -437714.343750 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -437714.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -437860.406250 Penalty: 2737.222412
	Iteration 7Q: 3 clusters Score -437860.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -438059.218750 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -438059.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -438520.593750 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -438520.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -439130.062500 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -439130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -439301.031250 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -439301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -439349.031250 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -439349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -439379.031250 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -439379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -439384.187500 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -439384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -439391.093750 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -439391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -439396.156250 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -439396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -439396.375000 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -439396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -439396.375000 Penalty: 2737.222412
	Iteration 18F: 3 clusters Score -439396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 3947 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Entering Unmasked Estep 
Score: -54902588.000000 Penalty: 75249.156250
Splitting cluster 19 changes total score from -54898668.000000 to -54902588.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -381571.437500 Penalty: 1345.615601
	Iteration 0F: 2 clusters Score -381571.4 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 1980 members 
Entering Unmasked Estep 
Score: -378236.218750 Penalty: 2691.231201
	Iteration 0F: 3 clusters Score -378236.2 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -379164.906250 Penalty: 2691.231201
	Iteration 1F: 3 clusters Score -379164.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -379356.375000 Penalty: 2691.231201
	Iteration 2F: 3 clusters Score -379356.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -379499.000000 Penalty: 2691.231201
	Iteration 3F: 3 clusters Score -379499 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -379600.906250 Penalty: 2691.231201
	Iteration 4Q: 3 clusters Score -379600.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -379690.750000 Penalty: 2691.231201
	Iteration 5Q: 3 clusters Score -379690.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -379784.125000 Penalty: 2691.231201
	Iteration 6Q: 3 clusters Score -379784.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -379868.000000 Penalty: 2691.231201
	Iteration 7Q: 3 clusters Score -379868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -379951.968750 Penalty: 2691.231201
	Iteration 8Q: 3 clusters Score -379952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -380032.781250 Penalty: 2691.231201
	Iteration 9Q: 3 clusters Score -380032.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -380107.656250 Penalty: 2691.231201
	Iteration 10Q: 3 clusters Score -380107.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -380172.343750 Penalty: 2691.231201
	Iteration 11Q: 3 clusters Score -380172.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -380236.625000 Penalty: 2691.231201
	Iteration 12Q: 3 clusters Score -380236.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -380298.062500 Penalty: 2691.231201
	Iteration 13Q: 3 clusters Score -380298.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -380372.125000 Penalty: 2691.231201
	Iteration 14Q: 3 clusters Score -380372.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -380446.906250 Penalty: 2691.231201
	Iteration 15Q: 3 clusters Score -380446.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -380510.781250 Penalty: 2691.231201
	Iteration 16Q: 3 clusters Score -380510.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -380566.187500 Penalty: 2691.231201
	Iteration 17Q: 3 clusters Score -380566.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -380645.656250 Penalty: 2691.231201
	Iteration 18Q: 3 clusters Score -380645.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -380744.875000 Penalty: 2691.231201
	Iteration 19Q: 3 clusters Score -380744.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -380852.000000 Penalty: 2691.231201
	Iteration 20F: 3 clusters Score -380852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -380954.843750 Penalty: 2691.231201
	Iteration 21Q: 3 clusters Score -380954.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -381042.593750 Penalty: 2691.231201
	Iteration 22Q: 3 clusters Score -381042.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -381100.000000 Penalty: 2691.231201
	Iteration 23Q: 3 clusters Score -381100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -381134.625000 Penalty: 2691.231201
	Iteration 24Q: 3 clusters Score -381134.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -381164.937500 Penalty: 2691.231201
	Iteration 25Q: 3 clusters Score -381164.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -381196.937500 Penalty: 2691.231201
	Iteration 26Q: 3 clusters Score -381196.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -381226.312500 Penalty: 2691.231201
	Iteration 27Q: 3 clusters Score -381226.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -381259.750000 Penalty: 2691.231201
	Iteration 28Q: 3 clusters Score -381259.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -381284.937500 Penalty: 2691.231201
	Iteration 29Q: 3 clusters Score -381284.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -381313.500000 Penalty: 2691.231201
	Iteration 30Q: 3 clusters Score -381313.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -381346.968750 Penalty: 2691.231201
	Iteration 31Q: 3 clusters Score -381347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -381388.500000 Penalty: 2691.231201
	Iteration 32Q: 3 clusters Score -381388.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -381432.250000 Penalty: 2691.231201
	Iteration 33Q: 3 clusters Score -381432.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -381494.750000 Penalty: 2691.231201
	Iteration 34Q: 3 clusters Score -381494.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -381551.093750 Penalty: 2691.231201
	Iteration 35Q: 3 clusters Score -381551.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -381618.875000 Penalty: 2691.231201
	Iteration 36Q: 3 clusters Score -381618.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -381720.093750 Penalty: 2691.231201
	Iteration 37Q: 3 clusters Score -381720.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -381841.468750 Penalty: 2691.231201
	Iteration 38Q: 3 clusters Score -381841.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -381942.625000 Penalty: 2691.231201
	Iteration 39Q: 3 clusters Score -381942.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -382019.968750 Penalty: 2691.231201
	Iteration 40F: 3 clusters Score -382020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -382103.031250 Penalty: 2691.231201
	Iteration 41Q: 3 clusters Score -382103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -382155.906250 Penalty: 2691.231201
	Iteration 42Q: 3 clusters Score -382155.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -382178.468750 Penalty: 2691.231201
	Iteration 43Q: 3 clusters Score -382178.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -382187.343750 Penalty: 2691.231201
	Iteration 44Q: 3 clusters Score -382187.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -382193.656250 Penalty: 2691.231201
	Iteration 45Q: 3 clusters Score -382193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -382197.937500 Penalty: 2691.231201
	Iteration 46Q: 3 clusters Score -382197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -382200.375000 Penalty: 2691.231201
	Iteration 47Q: 3 clusters Score -382200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -382202.125000 Penalty: 2691.231201
	Iteration 48Q: 3 clusters Score -382202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -382202.937500 Penalty: 2691.231201
	Iteration 49Q: 3 clusters Score -382202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -382205.156250 Penalty: 2691.231201
	Iteration 50Q: 3 clusters Score -382205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -382205.656250 Penalty: 2691.231201
	Iteration 51Q: 3 clusters Score -382205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -382206.156250 Penalty: 2691.231201
	Iteration 52Q: 3 clusters Score -382206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -382206.187500 Penalty: 2691.231201
	Iteration 53Q: 3 clusters Score -382206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -382207.000000 Penalty: 2691.231201
	Iteration 54Q: 3 clusters Score -382207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -382207.312500 Penalty: 2691.231201
	Iteration 55Q: 3 clusters Score -382207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -382208.781250 Penalty: 2691.231201
	Iteration 56Q: 3 clusters Score -382208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -382208.875000 Penalty: 2691.231201
	Iteration 57Q: 3 clusters Score -382208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -382208.562500 Penalty: 2691.231201
	Iteration 58Q: 3 clusters Score -382208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -382209.875000 Penalty: 2691.231201
	Iteration 59Q: 3 clusters Score -382209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -382209.875000 Penalty: 2691.231201
	Iteration 60F: 3 clusters Score -382209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Entering Unmasked Estep 
Score: -54902352.000000 Penalty: 77399.132812
Splitting cluster 20 changes total score from -54898668.000000 to -54902352.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (75325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Entering Unmasked Estep 
Score: -7817871.500000 Penalty: 1824.804688
	Iteration 0F: 2 clusters Score -7817872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7767682.000000 Penalty: 3649.609375
	Iteration 0F: 3 clusters Score -7767682 nChanged 35515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -7788018.000000 Penalty: 3649.609375
	Iteration 1F: 3 clusters Score -7788018 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7788464.000000 Penalty: 3649.609375
	Iteration 2Q: 3 clusters Score -7788464 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7788928.500000 Penalty: 3649.609375
	Iteration 3Q: 3 clusters Score -7788928 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7789418.500000 Penalty: 3649.609375
	Iteration 4Q: 3 clusters Score -7789418 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7790038.500000 Penalty: 3649.609375
	Iteration 5Q: 3 clusters Score -7790038 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7790654.000000 Penalty: 3649.609375
	Iteration 6Q: 3 clusters Score -7790654 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7791489.500000 Penalty: 3649.609375
	Iteration 7Q: 3 clusters Score -7791490 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -7792561.000000 Penalty: 3649.609375
	Iteration 8Q: 3 clusters Score -7792561 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -7793798.500000 Penalty: 3649.609375
	Iteration 9Q: 3 clusters Score -7793798 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -7795457.000000 Penalty: 3649.609375
	Iteration 10Q: 3 clusters Score -7795457 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -7797503.000000 Penalty: 3649.609375
	Iteration 11F: 3 clusters Score -7797503 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -7800114.000000 Penalty: 3649.609375
	Iteration 12F: 3 clusters Score -7800114 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -7803270.500000 Penalty: 3649.609375
	Iteration 13F: 3 clusters Score -7803270 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -7806678.500000 Penalty: 3649.609375
	Iteration 14F: 3 clusters Score -7806678 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -7809812.500000 Penalty: 3649.609375
	Iteration 15F: 3 clusters Score -7809812 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -7812433.000000 Penalty: 3649.609375
	Iteration 16Q: 3 clusters Score -7812433 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -7814392.500000 Penalty: 3649.609375
	Iteration 17Q: 3 clusters Score -7814392 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -7815501.000000 Penalty: 3649.609375
	Iteration 18Q: 3 clusters Score -7815501 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -7815900.500000 Penalty: 3649.609375
	Iteration 19Q: 3 clusters Score -7815900 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -7816079.500000 Penalty: 3649.609375
	Iteration 20F: 3 clusters Score -7816080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -7816162.000000 Penalty: 3649.609375
	Iteration 21Q: 3 clusters Score -7816162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -7816218.000000 Penalty: 3649.609375
	Iteration 22Q: 3 clusters Score -7816218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -7816254.500000 Penalty: 3649.609375
	Iteration 23Q: 3 clusters Score -7816254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -7816282.500000 Penalty: 3649.609375
	Iteration 24Q: 3 clusters Score -7816282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -7816287.500000 Penalty: 3649.609375
	Iteration 25Q: 3 clusters Score -7816288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -7816292.000000 Penalty: 3649.609375
	Iteration 26Q: 3 clusters Score -7816292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -7816291.000000 Penalty: 3649.609375
	Iteration 27Q: 3 clusters Score -7816291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -7816291.000000 Penalty: 3649.609375
	Iteration 28F: 3 clusters Score -7816291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Entering Unmasked Estep 
Score: -451086.218750 Penalty: 1394.825684
	Iteration 0F: 2 clusters Score -451086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -447033.687500 Penalty: 2789.651367
	Iteration 0F: 3 clusters Score -447033.7 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -448605.937500 Penalty: 2789.651367
	Iteration 1F: 3 clusters Score -448605.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -449184.031250 Penalty: 2789.651367
	Iteration 2F: 3 clusters Score -449184 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -449656.000000 Penalty: 2789.651367
	Iteration 3F: 3 clusters Score -449656 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -449975.312500 Penalty: 2789.651367
	Iteration 4F: 3 clusters Score -449975.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -450172.250000 Penalty: 2789.651367
	Iteration 5F: 3 clusters Score -450172.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -450303.812500 Penalty: 2789.651367
	Iteration 6Q: 3 clusters Score -450303.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -450430.968750 Penalty: 2789.651367
	Iteration 7Q: 3 clusters Score -450431 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -450517.000000 Penalty: 2789.651367
	Iteration 8Q: 3 clusters Score -450517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -450572.218750 Penalty: 2789.651367
	Iteration 9Q: 3 clusters Score -450572.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -450622.781250 Penalty: 2789.651367
	Iteration 10Q: 3 clusters Score -450622.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -450659.281250 Penalty: 2789.651367
	Iteration 11Q: 3 clusters Score -450659.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -450689.312500 Penalty: 2789.651367
	Iteration 12Q: 3 clusters Score -450689.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -450718.093750 Penalty: 2789.651367
	Iteration 13Q: 3 clusters Score -450718.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -450745.750000 Penalty: 2789.651367
	Iteration 14Q: 3 clusters Score -450745.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -450772.218750 Penalty: 2789.651367
	Iteration 15Q: 3 clusters Score -450772.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -450790.000000 Penalty: 2789.651367
	Iteration 16Q: 3 clusters Score -450790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -450804.312500 Penalty: 2789.651367
	Iteration 17Q: 3 clusters Score -450804.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -450816.125000 Penalty: 2789.651367
	Iteration 18Q: 3 clusters Score -450816.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -450822.187500 Penalty: 2789.651367
	Iteration 19Q: 3 clusters Score -450822.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -450828.750000 Penalty: 2789.651367
	Iteration 20F: 3 clusters Score -450828.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -450832.343750 Penalty: 2789.651367
	Iteration 21Q: 3 clusters Score -450832.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -450841.156250 Penalty: 2789.651367
	Iteration 22Q: 3 clusters Score -450841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -450850.062500 Penalty: 2789.651367
	Iteration 23Q: 3 clusters Score -450850.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -450859.718750 Penalty: 2789.651367
	Iteration 24Q: 3 clusters Score -450859.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -450872.750000 Penalty: 2789.651367
	Iteration 25Q: 3 clusters Score -450872.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -450891.593750 Penalty: 2789.651367
	Iteration 26Q: 3 clusters Score -450891.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -450923.812500 Penalty: 2789.651367
	Iteration 27Q: 3 clusters Score -450923.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -450965.843750 Penalty: 2789.651367
	Iteration 28Q: 3 clusters Score -450965.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -450988.375000 Penalty: 2789.651367
	Iteration 29Q: 3 clusters Score -450988.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -451008.625000 Penalty: 2789.651367
	Iteration 30Q: 3 clusters Score -451008.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -451022.250000 Penalty: 2789.651367
	Iteration 31Q: 3 clusters Score -451022.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -451034.625000 Penalty: 2789.651367
	Iteration 32Q: 3 clusters Score -451034.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -451043.843750 Penalty: 2789.651367
	Iteration 33Q: 3 clusters Score -451043.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -451053.343750 Penalty: 2789.651367
	Iteration 34Q: 3 clusters Score -451053.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -451061.062500 Penalty: 2789.651367
	Iteration 35Q: 3 clusters Score -451061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -451066.687500 Penalty: 2789.651367
	Iteration 36Q: 3 clusters Score -451066.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -451072.531250 Penalty: 2789.651367
	Iteration 37Q: 3 clusters Score -451072.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -451077.218750 Penalty: 2789.651367
	Iteration 38Q: 3 clusters Score -451077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -451080.625000 Penalty: 2789.651367
	Iteration 39Q: 3 clusters Score -451080.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -451084.718750 Penalty: 2789.651367
	Iteration 40F: 3 clusters Score -451084.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -451089.375000 Penalty: 2789.651367
	Iteration 41Q: 3 clusters Score -451089.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -451093.687500 Penalty: 2789.651367
	Iteration 42Q: 3 clusters Score -451093.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -451098.593750 Penalty: 2789.651367
	Iteration 43Q: 3 clusters Score -451098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -451101.687500 Penalty: 2789.651367
	Iteration 44Q: 3 clusters Score -451101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -451106.093750 Penalty: 2789.651367
	Iteration 45Q: 3 clusters Score -451106.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -451111.656250 Penalty: 2789.651367
	Iteration 46Q: 3 clusters Score -451111.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -451119.187500 Penalty: 2789.651367
	Iteration 47Q: 3 clusters Score -451119.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -451128.937500 Penalty: 2789.651367
	Iteration 48Q: 3 clusters Score -451128.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -451142.781250 Penalty: 2789.651367
	Iteration 49Q: 3 clusters Score -451142.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -451152.000000 Penalty: 2789.651367
	Iteration 50Q: 3 clusters Score -451152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -451160.687500 Penalty: 2789.651367
	Iteration 51Q: 3 clusters Score -451160.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -451165.906250 Penalty: 2789.651367
	Iteration 52Q: 3 clusters Score -451165.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -451170.218750 Penalty: 2789.651367
	Iteration 53Q: 3 clusters Score -451170.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -451174.437500 Penalty: 2789.651367
	Iteration 54Q: 3 clusters Score -451174.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -451177.062500 Penalty: 2789.651367
	Iteration 55Q: 3 clusters Score -451177.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -451179.437500 Penalty: 2789.651367
	Iteration 56Q: 3 clusters Score -451179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -451180.687500 Penalty: 2789.651367
	Iteration 57Q: 3 clusters Score -451180.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -451183.593750 Penalty: 2789.651367
	Iteration 58Q: 3 clusters Score -451183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -451185.437500 Penalty: 2789.651367
	Iteration 59Q: 3 clusters Score -451185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -451186.593750 Penalty: 2789.651367
	Iteration 60F: 3 clusters Score -451186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -451187.218750 Penalty: 2789.651367
	Iteration 61Q: 3 clusters Score -451187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -451187.843750 Penalty: 2789.651367
	Iteration 62Q: 3 clusters Score -451187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -451187.937500 Penalty: 2789.651367
	Iteration 63Q: 3 clusters Score -451187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -451188.156250 Penalty: 2789.651367
	Iteration 64Q: 3 clusters Score -451188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -451188.437500 Penalty: 2789.651367
	Iteration 65Q: 3 clusters Score -451188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -451189.218750 Penalty: 2789.651367
	Iteration 66Q: 3 clusters Score -451189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -451189.437500 Penalty: 2789.651367
	Iteration 67Q: 3 clusters Score -451189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -451188.843750 Penalty: 2789.651367
	Iteration 68Q: 3 clusters Score -451188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -451189.375000 Penalty: 2789.651367
	Iteration 69Q: 3 clusters Score -451189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -451190.312500 Penalty: 2789.651367
	Iteration 70Q: 3 clusters Score -451190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -451190.187500 Penalty: 2789.651367
	Iteration 71Q: 3 clusters Score -451190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -451191.218750 Penalty: 2789.651367
	Iteration 72Q: 3 clusters Score -451191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -451191.312500 Penalty: 2789.651367
	Iteration 73Q: 3 clusters Score -451191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -451192.625000 Penalty: 2789.651367
	Iteration 74Q: 3 clusters Score -451192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -451191.625000 Penalty: 2789.651367
	Iteration 75Q: 3 clusters Score -451191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -451192.843750 Penalty: 2789.651367
	Iteration 76Q: 3 clusters Score -451192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -451194.593750 Penalty: 2789.651367
	Iteration 77Q: 3 clusters Score -451194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -451194.656250 Penalty: 2789.651367
	Iteration 78Q: 3 clusters Score -451194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -451198.062500 Penalty: 2789.651367
	Iteration 79Q: 3 clusters Score -451198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -451198.531250 Penalty: 2789.651367
	Iteration 80F: 3 clusters Score -451198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -451200.000000 Penalty: 2789.651367
	Iteration 81Q: 3 clusters Score -451200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -451200.468750 Penalty: 2789.651367
	Iteration 82Q: 3 clusters Score -451200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -451200.750000 Penalty: 2789.651367
	Iteration 83Q: 3 clusters Score -451200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -451202.812500 Penalty: 2789.651367
	Iteration 84Q: 3 clusters Score -451202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -451201.906250 Penalty: 2789.651367
	Iteration 85Q: 3 clusters Score -451201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -451203.468750 Penalty: 2789.651367
	Iteration 86Q: 3 clusters Score -451203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -451202.812500 Penalty: 2789.651367
	Iteration 87Q: 3 clusters Score -451202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -451202.812500 Penalty: 2789.651367
	Iteration 88F: 3 clusters Score -451202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 2205 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 3188 members 
Entering Unmasked Estep 
Score: -54901604.000000 Penalty: 79549.101562
Splitting cluster 22 changes total score from -54898668.000000 to -54901604.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -61883.542969 Penalty: 1054.495850
	Iteration 0F: 2 clusters Score -61883.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60713.640625 Penalty: 2108.991699
	Iteration 0F: 3 clusters Score -60713.64 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61068.523438 Penalty: 2108.991699
	Iteration 1F: 3 clusters Score -61068.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61280.394531 Penalty: 2108.991699
	Iteration 2F: 3 clusters Score -61280.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61403.750000 Penalty: 2108.991699
	Iteration 3F: 3 clusters Score -61403.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61443.578125 Penalty: 2108.991699
	Iteration 4Q: 3 clusters Score -61443.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61473.136719 Penalty: 2108.991699
	Iteration 5Q: 3 clusters Score -61473.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61489.753906 Penalty: 2108.991699
	Iteration 6Q: 3 clusters Score -61489.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61504.703125 Penalty: 2108.991699
	Iteration 7Q: 3 clusters Score -61504.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61512.359375 Penalty: 2108.991699
	Iteration 8Q: 3 clusters Score -61512.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61515.164062 Penalty: 2108.991699
	Iteration 9Q: 3 clusters Score -61515.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61516.625000 Penalty: 2108.991699
	Iteration 10Q: 3 clusters Score -61516.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61517.773438 Penalty: 2108.991699
	Iteration 11Q: 3 clusters Score -61517.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61517.773438 Penalty: 2108.991699
	Iteration 12F: 3 clusters Score -61517.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -318397.000000 Penalty: 1326.501465
	Iteration 0F: 2 clusters Score -318397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -315329.156250 Penalty: 2653.002930
	Iteration 0F: 3 clusters Score -315329.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -316092.781250 Penalty: 2653.002930
	Iteration 1F: 3 clusters Score -316092.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -316326.218750 Penalty: 2653.002930
	Iteration 2F: 3 clusters Score -316326.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -316556.937500 Penalty: 2653.002930
	Iteration 3F: 3 clusters Score -316556.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -316762.593750 Penalty: 2653.002930
	Iteration 4F: 3 clusters Score -316762.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -316938.812500 Penalty: 2653.002930
	Iteration 5F: 3 clusters Score -316938.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -317066.781250 Penalty: 2653.002930
	Iteration 6Q: 3 clusters Score -317066.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -317159.156250 Penalty: 2653.002930
	Iteration 7Q: 3 clusters Score -317159.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -317246.000000 Penalty: 2653.002930
	Iteration 8Q: 3 clusters Score -317246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -317336.250000 Penalty: 2653.002930
	Iteration 9Q: 3 clusters Score -317336.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -317413.968750 Penalty: 2653.002930
	Iteration 10Q: 3 clusters Score -317414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -317482.593750 Penalty: 2653.002930
	Iteration 11Q: 3 clusters Score -317482.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -317538.937500 Penalty: 2653.002930
	Iteration 12Q: 3 clusters Score -317538.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -317601.218750 Penalty: 2653.002930
	Iteration 13Q: 3 clusters Score -317601.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -317655.718750 Penalty: 2653.002930
	Iteration 14Q: 3 clusters Score -317655.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -317695.843750 Penalty: 2653.002930
	Iteration 15Q: 3 clusters Score -317695.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -317729.375000 Penalty: 2653.002930
	Iteration 16Q: 3 clusters Score -317729.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -317770.375000 Penalty: 2653.002930
	Iteration 17Q: 3 clusters Score -317770.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -317799.968750 Penalty: 2653.002930
	Iteration 18Q: 3 clusters Score -317800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -317831.468750 Penalty: 2653.002930
	Iteration 19Q: 3 clusters Score -317831.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -317863.750000 Penalty: 2653.002930
	Iteration 20F: 3 clusters Score -317863.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -317894.000000 Penalty: 2653.002930
	Iteration 21Q: 3 clusters Score -317894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -317917.562500 Penalty: 2653.002930
	Iteration 22Q: 3 clusters Score -317917.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -317939.062500 Penalty: 2653.002930
	Iteration 23Q: 3 clusters Score -317939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -317964.500000 Penalty: 2653.002930
	Iteration 24Q: 3 clusters Score -317964.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -317981.812500 Penalty: 2653.002930
	Iteration 25Q: 3 clusters Score -317981.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -317999.625000 Penalty: 2653.002930
	Iteration 26Q: 3 clusters Score -317999.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -318021.656250 Penalty: 2653.002930
	Iteration 27Q: 3 clusters Score -318021.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -318047.281250 Penalty: 2653.002930
	Iteration 28Q: 3 clusters Score -318047.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -318068.031250 Penalty: 2653.002930
	Iteration 29Q: 3 clusters Score -318068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -318078.875000 Penalty: 2653.002930
	Iteration 30Q: 3 clusters Score -318078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -318089.187500 Penalty: 2653.002930
	Iteration 31Q: 3 clusters Score -318089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -318101.312500 Penalty: 2653.002930
	Iteration 32Q: 3 clusters Score -318101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -318112.406250 Penalty: 2653.002930
	Iteration 33Q: 3 clusters Score -318112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -318116.312500 Penalty: 2653.002930
	Iteration 34Q: 3 clusters Score -318116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -318123.406250 Penalty: 2653.002930
	Iteration 35Q: 3 clusters Score -318123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -318127.437500 Penalty: 2653.002930
	Iteration 36Q: 3 clusters Score -318127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -318129.781250 Penalty: 2653.002930
	Iteration 37Q: 3 clusters Score -318129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -318130.468750 Penalty: 2653.002930
	Iteration 38Q: 3 clusters Score -318130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -318130.468750 Penalty: 2653.002930
	Iteration 39F: 3 clusters Score -318130.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -208939.671875 Penalty: 1251.003540
	Iteration 0F: 2 clusters Score -208939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206701.625000 Penalty: 2502.007080
	Iteration 0F: 3 clusters Score -206701.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -207355.218750 Penalty: 2502.007080
	Iteration 1F: 3 clusters Score -207355.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -207743.031250 Penalty: 2502.007080
	Iteration 2F: 3 clusters Score -207743 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -208087.812500 Penalty: 2502.007080
	Iteration 3F: 3 clusters Score -208087.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208297.937500 Penalty: 2502.007080
	Iteration 4F: 3 clusters Score -208297.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -208487.406250 Penalty: 2502.007080
	Iteration 5F: 3 clusters Score -208487.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208722.343750 Penalty: 2502.007080
	Iteration 6F: 3 clusters Score -208722.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -209002.828125 Penalty: 2502.007080
	Iteration 7F: 3 clusters Score -209002.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209278.796875 Penalty: 2502.007080
	Iteration 8Q: 3 clusters Score -209278.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -209466.796875 Penalty: 2502.007080
	Iteration 9Q: 3 clusters Score -209466.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -209543.109375 Penalty: 2502.007080
	Iteration 10Q: 3 clusters Score -209543.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -209567.218750 Penalty: 2502.007080
	Iteration 11Q: 3 clusters Score -209567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209575.546875 Penalty: 2502.007080
	Iteration 12Q: 3 clusters Score -209575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -209586.218750 Penalty: 2502.007080
	Iteration 13Q: 3 clusters Score -209586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -209603.375000 Penalty: 2502.007080
	Iteration 14Q: 3 clusters Score -209603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -209619.250000 Penalty: 2502.007080
	Iteration 15Q: 3 clusters Score -209619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -209625.812500 Penalty: 2502.007080
	Iteration 16Q: 3 clusters Score -209625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -209630.078125 Penalty: 2502.007080
	Iteration 17Q: 3 clusters Score -209630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -209630.093750 Penalty: 2502.007080
	Iteration 18Q: 3 clusters Score -209630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -209630.093750 Penalty: 2502.007080
	Iteration 19F: 3 clusters Score -209630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 27682 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 3188 members 
Mstep: Class 38 contains 557 members 
Entering Unmasked Estep 
Score: -54901416.000000 Penalty: 81699.078125
Splitting cluster 25 changes total score from -54898668.000000 to -54901416.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (27682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Entering Unmasked Estep 
Score: -2789026.750000 Penalty: 1662.137329
	Iteration 0F: 2 clusters Score -2789027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2770598.500000 Penalty: 3324.274658
	Iteration 0F: 3 clusters Score -2770598 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2778550.250000 Penalty: 3324.274658
	Iteration 1F: 3 clusters Score -2778550 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2779938.000000 Penalty: 3324.274658
	Iteration 2F: 3 clusters Score -2779938 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2781605.750000 Penalty: 3324.274658
	Iteration 3F: 3 clusters Score -2781606 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2783422.500000 Penalty: 3324.274658
	Iteration 4F: 3 clusters Score -2783422 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2785015.750000 Penalty: 3324.274658
	Iteration 5F: 3 clusters Score -2785016 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2786275.000000 Penalty: 3324.274658
	Iteration 6F: 3 clusters Score -2786275 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2787108.500000 Penalty: 3324.274658
	Iteration 7F: 3 clusters Score -2787108 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2787529.500000 Penalty: 3324.274658
	Iteration 8Q: 3 clusters Score -2787530 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2787738.250000 Penalty: 3324.274658
	Iteration 9Q: 3 clusters Score -2787738 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2787834.750000 Penalty: 3324.274658
	Iteration 10Q: 3 clusters Score -2787835 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2787918.000000 Penalty: 3324.274658
	Iteration 11Q: 3 clusters Score -2787918 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2787967.000000 Penalty: 3324.274658
	Iteration 12Q: 3 clusters Score -2787967 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2788004.250000 Penalty: 3324.274658
	Iteration 13Q: 3 clusters Score -2788004 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2788061.250000 Penalty: 3324.274658
	Iteration 14Q: 3 clusters Score -2788061 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2788094.000000 Penalty: 3324.274658
	Iteration 15Q: 3 clusters Score -2788094 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2788130.500000 Penalty: 3324.274658
	Iteration 16Q: 3 clusters Score -2788130 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2788166.250000 Penalty: 3324.274658
	Iteration 17Q: 3 clusters Score -2788166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2788205.750000 Penalty: 3324.274658
	Iteration 18Q: 3 clusters Score -2788206 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2788268.000000 Penalty: 3324.274658
	Iteration 19Q: 3 clusters Score -2788268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2788302.250000 Penalty: 3324.274658
	Iteration 20F: 3 clusters Score -2788302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2788338.000000 Penalty: 3324.274658
	Iteration 21Q: 3 clusters Score -2788338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2788370.750000 Penalty: 3324.274658
	Iteration 22Q: 3 clusters Score -2788371 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2788423.500000 Penalty: 3324.274658
	Iteration 23Q: 3 clusters Score -2788424 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2788469.750000 Penalty: 3324.274658
	Iteration 24Q: 3 clusters Score -2788470 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2788537.000000 Penalty: 3324.274658
	Iteration 25Q: 3 clusters Score -2788537 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2788585.750000 Penalty: 3324.274658
	Iteration 26Q: 3 clusters Score -2788586 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2788623.500000 Penalty: 3324.274658
	Iteration 27Q: 3 clusters Score -2788624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2788652.500000 Penalty: 3324.274658
	Iteration 28Q: 3 clusters Score -2788652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2788685.500000 Penalty: 3324.274658
	Iteration 29Q: 3 clusters Score -2788686 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2788716.250000 Penalty: 3324.274658
	Iteration 30Q: 3 clusters Score -2788716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2788734.750000 Penalty: 3324.274658
	Iteration 31Q: 3 clusters Score -2788735 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2788756.750000 Penalty: 3324.274658
	Iteration 32Q: 3 clusters Score -2788757 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2788784.750000 Penalty: 3324.274658
	Iteration 33Q: 3 clusters Score -2788785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2788796.250000 Penalty: 3324.274658
	Iteration 34Q: 3 clusters Score -2788796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2788821.250000 Penalty: 3324.274658
	Iteration 35Q: 3 clusters Score -2788821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2788828.500000 Penalty: 3324.274658
	Iteration 36Q: 3 clusters Score -2788828 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2788848.500000 Penalty: 3324.274658
	Iteration 37Q: 3 clusters Score -2788848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2788857.500000 Penalty: 3324.274658
	Iteration 38Q: 3 clusters Score -2788858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2788878.750000 Penalty: 3324.274658
	Iteration 39Q: 3 clusters Score -2788879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2788896.000000 Penalty: 3324.274658
	Iteration 40F: 3 clusters Score -2788896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2788914.000000 Penalty: 3324.274658
	Iteration 41Q: 3 clusters Score -2788914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2788935.500000 Penalty: 3324.274658
	Iteration 42Q: 3 clusters Score -2788936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2788960.000000 Penalty: 3324.274658
	Iteration 43Q: 3 clusters Score -2788960 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2788974.500000 Penalty: 3324.274658
	Iteration 44Q: 3 clusters Score -2788974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2788992.250000 Penalty: 3324.274658
	Iteration 45Q: 3 clusters Score -2788992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2789007.750000 Penalty: 3324.274658
	Iteration 46Q: 3 clusters Score -2789008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2789018.250000 Penalty: 3324.274658
	Iteration 47Q: 3 clusters Score -2789018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2789035.250000 Penalty: 3324.274658
	Iteration 48Q: 3 clusters Score -2789035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2789048.250000 Penalty: 3324.274658
	Iteration 49Q: 3 clusters Score -2789048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2789056.000000 Penalty: 3324.274658
	Iteration 50Q: 3 clusters Score -2789056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2789058.250000 Penalty: 3324.274658
	Iteration 51Q: 3 clusters Score -2789058 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2789064.000000 Penalty: 3324.274658
	Iteration 52Q: 3 clusters Score -2789064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2789081.250000 Penalty: 3324.274658
	Iteration 53Q: 3 clusters Score -2789081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2789094.000000 Penalty: 3324.274658
	Iteration 54Q: 3 clusters Score -2789094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2789102.500000 Penalty: 3324.274658
	Iteration 55Q: 3 clusters Score -2789102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2789107.750000 Penalty: 3324.274658
	Iteration 56Q: 3 clusters Score -2789108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2789119.000000 Penalty: 3324.274658
	Iteration 57Q: 3 clusters Score -2789119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2789120.000000 Penalty: 3324.274658
	Iteration 58Q: 3 clusters Score -2789120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2789125.250000 Penalty: 3324.274658
	Iteration 59Q: 3 clusters Score -2789125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2789129.000000 Penalty: 3324.274658
	Iteration 60F: 3 clusters Score -2789129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2789131.500000 Penalty: 3324.274658
	Iteration 61Q: 3 clusters Score -2789132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2789139.250000 Penalty: 3324.274658
	Iteration 62Q: 3 clusters Score -2789139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2789146.000000 Penalty: 3324.274658
	Iteration 63Q: 3 clusters Score -2789146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2789149.500000 Penalty: 3324.274658
	Iteration 64Q: 3 clusters Score -2789150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2789151.500000 Penalty: 3324.274658
	Iteration 65Q: 3 clusters Score -2789152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2789153.000000 Penalty: 3324.274658
	Iteration 66Q: 3 clusters Score -2789153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2789151.250000 Penalty: 3324.274658
	Iteration 67Q: 3 clusters Score -2789151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2789150.750000 Penalty: 3324.274658
	Iteration 68Q: 3 clusters Score -2789151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2789148.500000 Penalty: 3324.274658
	Iteration 69Q: 3 clusters Score -2789148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2789147.250000 Penalty: 3324.274658
	Iteration 70Q: 3 clusters Score -2789147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2789149.750000 Penalty: 3324.274658
	Iteration 71Q: 3 clusters Score -2789150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2789148.250000 Penalty: 3324.274658
	Iteration 72Q: 3 clusters Score -2789148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2789148.750000 Penalty: 3324.274658
	Iteration 73Q: 3 clusters Score -2789149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2789148.500000 Penalty: 3324.274658
	Iteration 74Q: 3 clusters Score -2789148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2789152.500000 Penalty: 3324.274658
	Iteration 75Q: 3 clusters Score -2789152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2789153.500000 Penalty: 3324.274658
	Iteration 76Q: 3 clusters Score -2789154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2789153.000000 Penalty: 3324.274658
	Iteration 77Q: 3 clusters Score -2789153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2789158.750000 Penalty: 3324.274658
	Iteration 78Q: 3 clusters Score -2789159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2789163.500000 Penalty: 3324.274658
	Iteration 79Q: 3 clusters Score -2789164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2789157.000000 Penalty: 3324.274658
	Iteration 80F: 3 clusters Score -2789157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2789166.000000 Penalty: 3324.274658
	Iteration 81Q: 3 clusters Score -2789166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2789164.000000 Penalty: 3324.274658
	Iteration 82Q: 3 clusters Score -2789164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2789165.500000 Penalty: 3324.274658
	Iteration 83Q: 3 clusters Score -2789166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2789172.500000 Penalty: 3324.274658
	Iteration 84Q: 3 clusters Score -2789172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2789173.750000 Penalty: 3324.274658
	Iteration 85Q: 3 clusters Score -2789174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2789177.250000 Penalty: 3324.274658
	Iteration 86Q: 3 clusters Score -2789177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2789175.250000 Penalty: 3324.274658
	Iteration 87Q: 3 clusters Score -2789175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2789176.500000 Penalty: 3324.274658
	Iteration 88Q: 3 clusters Score -2789176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2789176.500000 Penalty: 3324.274658
	Iteration 89F: 3 clusters Score -2789176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 3188 members 
Mstep: Class 38 contains 557 members 
Mstep: Class 39 contains 22420 members 
Entering Unmasked Estep 
Score: -54900984.000000 Penalty: 83849.054688
Splitting cluster 26 changes total score from -54898668.000000 to -54900984.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (7499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Entering Unmasked Estep 
Score: -766595.750000 Penalty: 1449.910400
	Iteration 0F: 2 clusters Score -766595.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -761030.625000 Penalty: 2899.820801
	Iteration 0F: 3 clusters Score -761030.6 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -762679.812500 Penalty: 2899.820801
	Iteration 1F: 3 clusters Score -762679.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -762891.750000 Penalty: 2899.820801
	Iteration 2F: 3 clusters Score -762891.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -763060.625000 Penalty: 2899.820801
	Iteration 3F: 3 clusters Score -763060.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -763198.937500 Penalty: 2899.820801
	Iteration 4Q: 3 clusters Score -763198.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -763327.812500 Penalty: 2899.820801
	Iteration 5Q: 3 clusters Score -763327.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -763461.625000 Penalty: 2899.820801
	Iteration 6Q: 3 clusters Score -763461.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -763600.500000 Penalty: 2899.820801
	Iteration 7Q: 3 clusters Score -763600.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -763751.250000 Penalty: 2899.820801
	Iteration 8Q: 3 clusters Score -763751.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -763924.625000 Penalty: 2899.820801
	Iteration 9Q: 3 clusters Score -763924.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -764111.500000 Penalty: 2899.820801
	Iteration 10Q: 3 clusters Score -764111.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -764296.437500 Penalty: 2899.820801
	Iteration 11Q: 3 clusters Score -764296.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -764469.250000 Penalty: 2899.820801
	Iteration 12Q: 3 clusters Score -764469.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -764637.687500 Penalty: 2899.820801
	Iteration 13Q: 3 clusters Score -764637.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -764775.125000 Penalty: 2899.820801
	Iteration 14Q: 3 clusters Score -764775.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -764903.187500 Penalty: 2899.820801
	Iteration 15Q: 3 clusters Score -764903.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -764996.812500 Penalty: 2899.820801
	Iteration 16Q: 3 clusters Score -764996.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -765066.812500 Penalty: 2899.820801
	Iteration 17Q: 3 clusters Score -765066.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -765126.937500 Penalty: 2899.820801
	Iteration 18Q: 3 clusters Score -765126.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -765169.812500 Penalty: 2899.820801
	Iteration 19Q: 3 clusters Score -765169.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -765213.687500 Penalty: 2899.820801
	Iteration 20F: 3 clusters Score -765213.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -765281.687500 Penalty: 2899.820801
	Iteration 21Q: 3 clusters Score -765281.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -765378.937500 Penalty: 2899.820801
	Iteration 22Q: 3 clusters Score -765378.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -765490.250000 Penalty: 2899.820801
	Iteration 23Q: 3 clusters Score -765490.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -765606.000000 Penalty: 2899.820801
	Iteration 24Q: 3 clusters Score -765606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -765700.562500 Penalty: 2899.820801
	Iteration 25Q: 3 clusters Score -765700.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -765764.625000 Penalty: 2899.820801
	Iteration 26Q: 3 clusters Score -765764.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -765816.500000 Penalty: 2899.820801
	Iteration 27Q: 3 clusters Score -765816.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -765849.125000 Penalty: 2899.820801
	Iteration 28Q: 3 clusters Score -765849.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -765875.812500 Penalty: 2899.820801
	Iteration 29Q: 3 clusters Score -765875.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -765898.062500 Penalty: 2899.820801
	Iteration 30Q: 3 clusters Score -765898.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -765909.562500 Penalty: 2899.820801
	Iteration 31Q: 3 clusters Score -765909.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -765927.875000 Penalty: 2899.820801
	Iteration 32Q: 3 clusters Score -765927.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -765937.625000 Penalty: 2899.820801
	Iteration 33Q: 3 clusters Score -765937.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -765951.812500 Penalty: 2899.820801
	Iteration 34Q: 3 clusters Score -765951.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -765965.000000 Penalty: 2899.820801
	Iteration 35Q: 3 clusters Score -765965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -765979.125000 Penalty: 2899.820801
	Iteration 36Q: 3 clusters Score -765979.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -765993.500000 Penalty: 2899.820801
	Iteration 37Q: 3 clusters Score -765993.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -766004.312500 Penalty: 2899.820801
	Iteration 38Q: 3 clusters Score -766004.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -766017.687500 Penalty: 2899.820801
	Iteration 39Q: 3 clusters Score -766017.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -766028.375000 Penalty: 2899.820801
	Iteration 40F: 3 clusters Score -766028.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -766038.875000 Penalty: 2899.820801
	Iteration 41Q: 3 clusters Score -766038.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -766050.250000 Penalty: 2899.820801
	Iteration 42Q: 3 clusters Score -766050.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -766060.500000 Penalty: 2899.820801
	Iteration 43Q: 3 clusters Score -766060.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -766068.937500 Penalty: 2899.820801
	Iteration 44Q: 3 clusters Score -766068.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -766077.250000 Penalty: 2899.820801
	Iteration 45Q: 3 clusters Score -766077.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -766085.375000 Penalty: 2899.820801
	Iteration 46Q: 3 clusters Score -766085.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -766093.687500 Penalty: 2899.820801
	Iteration 47Q: 3 clusters Score -766093.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -766101.750000 Penalty: 2899.820801
	Iteration 48Q: 3 clusters Score -766101.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -766110.812500 Penalty: 2899.820801
	Iteration 49Q: 3 clusters Score -766110.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -766121.125000 Penalty: 2899.820801
	Iteration 50Q: 3 clusters Score -766121.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -766130.500000 Penalty: 2899.820801
	Iteration 51Q: 3 clusters Score -766130.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -766134.875000 Penalty: 2899.820801
	Iteration 52Q: 3 clusters Score -766134.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -766139.312500 Penalty: 2899.820801
	Iteration 53Q: 3 clusters Score -766139.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -766146.500000 Penalty: 2899.820801
	Iteration 54Q: 3 clusters Score -766146.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -766151.875000 Penalty: 2899.820801
	Iteration 55Q: 3 clusters Score -766151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -766158.000000 Penalty: 2899.820801
	Iteration 56Q: 3 clusters Score -766158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -766164.625000 Penalty: 2899.820801
	Iteration 57Q: 3 clusters Score -766164.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -766170.437500 Penalty: 2899.820801
	Iteration 58Q: 3 clusters Score -766170.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -766174.187500 Penalty: 2899.820801
	Iteration 59Q: 3 clusters Score -766174.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -766177.687500 Penalty: 2899.820801
	Iteration 60F: 3 clusters Score -766177.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -766184.937500 Penalty: 2899.820801
	Iteration 61Q: 3 clusters Score -766184.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -766192.125000 Penalty: 2899.820801
	Iteration 62Q: 3 clusters Score -766192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -766205.375000 Penalty: 2899.820801
	Iteration 63Q: 3 clusters Score -766205.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -766215.750000 Penalty: 2899.820801
	Iteration 64Q: 3 clusters Score -766215.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -766234.500000 Penalty: 2899.820801
	Iteration 65Q: 3 clusters Score -766234.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -766248.250000 Penalty: 2899.820801
	Iteration 66Q: 3 clusters Score -766248.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -766256.937500 Penalty: 2899.820801
	Iteration 67Q: 3 clusters Score -766256.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -766264.312500 Penalty: 2899.820801
	Iteration 68Q: 3 clusters Score -766264.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -766276.437500 Penalty: 2899.820801
	Iteration 69Q: 3 clusters Score -766276.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -766286.812500 Penalty: 2899.820801
	Iteration 70Q: 3 clusters Score -766286.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -766300.812500 Penalty: 2899.820801
	Iteration 71Q: 3 clusters Score -766300.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -766307.812500 Penalty: 2899.820801
	Iteration 72Q: 3 clusters Score -766307.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -766314.000000 Penalty: 2899.820801
	Iteration 73Q: 3 clusters Score -766314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -766317.812500 Penalty: 2899.820801
	Iteration 74Q: 3 clusters Score -766317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -766320.125000 Penalty: 2899.820801
	Iteration 75Q: 3 clusters Score -766320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -766323.375000 Penalty: 2899.820801
	Iteration 76Q: 3 clusters Score -766323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -766323.312500 Penalty: 2899.820801
	Iteration 77Q: 3 clusters Score -766323.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -766323.687500 Penalty: 2899.820801
	Iteration 78Q: 3 clusters Score -766323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -766327.500000 Penalty: 2899.820801
	Iteration 79Q: 3 clusters Score -766327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -766327.812500 Penalty: 2899.820801
	Iteration 80F: 3 clusters Score -766327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -766328.687500 Penalty: 2899.820801
	Iteration 81Q: 3 clusters Score -766328.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -766329.062500 Penalty: 2899.820801
	Iteration 82Q: 3 clusters Score -766329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -766330.625000 Penalty: 2899.820801
	Iteration 83Q: 3 clusters Score -766330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -766330.750000 Penalty: 2899.820801
	Iteration 84Q: 3 clusters Score -766330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -766333.125000 Penalty: 2899.820801
	Iteration 85Q: 3 clusters Score -766333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -766336.750000 Penalty: 2899.820801
	Iteration 86Q: 3 clusters Score -766336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -766339.500000 Penalty: 2899.820801
	Iteration 87Q: 3 clusters Score -766339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -766338.250000 Penalty: 2899.820801
	Iteration 88Q: 3 clusters Score -766338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -766338.625000 Penalty: 2899.820801
	Iteration 89Q: 3 clusters Score -766338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -766336.937500 Penalty: 2899.820801
	Iteration 90Q: 3 clusters Score -766336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -766337.687500 Penalty: 2899.820801
	Iteration 91Q: 3 clusters Score -766337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -766337.687500 Penalty: 2899.820801
	Iteration 92Q: 3 clusters Score -766337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -766337.687500 Penalty: 2899.820801
	Iteration 93F: 3 clusters Score -766337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Entering Unmasked Estep 
Score: -1145383.000000 Penalty: 1512.875732
	Iteration 0F: 2 clusters Score -1145383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1137479.125000 Penalty: 3025.751465
	Iteration 0F: 3 clusters Score -1137479 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1140243.500000 Penalty: 3025.751465
	Iteration 1F: 3 clusters Score -1140244 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1140595.875000 Penalty: 3025.751465
	Iteration 2F: 3 clusters Score -1140596 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1141011.125000 Penalty: 3025.751465
	Iteration 3F: 3 clusters Score -1141011 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1141420.000000 Penalty: 3025.751465
	Iteration 4F: 3 clusters Score -1141420 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1141775.250000 Penalty: 3025.751465
	Iteration 5Q: 3 clusters Score -1141775 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1142104.625000 Penalty: 3025.751465
	Iteration 6Q: 3 clusters Score -1142105 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1142420.125000 Penalty: 3025.751465
	Iteration 7Q: 3 clusters Score -1142420 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1142776.125000 Penalty: 3025.751465
	Iteration 8Q: 3 clusters Score -1142776 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1143178.000000 Penalty: 3025.751465
	Iteration 9Q: 3 clusters Score -1143178 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1143549.250000 Penalty: 3025.751465
	Iteration 10Q: 3 clusters Score -1143549 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1143850.500000 Penalty: 3025.751465
	Iteration 11Q: 3 clusters Score -1143850 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1144073.125000 Penalty: 3025.751465
	Iteration 12Q: 3 clusters Score -1144073 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1144243.125000 Penalty: 3025.751465
	Iteration 13Q: 3 clusters Score -1144243 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1144396.750000 Penalty: 3025.751465
	Iteration 14Q: 3 clusters Score -1144397 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1144518.000000 Penalty: 3025.751465
	Iteration 15Q: 3 clusters Score -1144518 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1144631.875000 Penalty: 3025.751465
	Iteration 16Q: 3 clusters Score -1144632 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1144749.125000 Penalty: 3025.751465
	Iteration 17Q: 3 clusters Score -1144749 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1144861.500000 Penalty: 3025.751465
	Iteration 18Q: 3 clusters Score -1144862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1144957.625000 Penalty: 3025.751465
	Iteration 19Q: 3 clusters Score -1144958 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1145067.625000 Penalty: 3025.751465
	Iteration 20F: 3 clusters Score -1145068 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1145207.125000 Penalty: 3025.751465
	Iteration 21Q: 3 clusters Score -1145207 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1145353.750000 Penalty: 3025.751465
	Iteration 22Q: 3 clusters Score -1145354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1145478.000000 Penalty: 3025.751465
	Iteration 23Q: 3 clusters Score -1145478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1145567.250000 Penalty: 3025.751465
	Iteration 24Q: 3 clusters Score -1145567 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1145654.625000 Penalty: 3025.751465
	Iteration 25Q: 3 clusters Score -1145655 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1145715.125000 Penalty: 3025.751465
	Iteration 26Q: 3 clusters Score -1145715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1145748.125000 Penalty: 3025.751465
	Iteration 27Q: 3 clusters Score -1145748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1145767.250000 Penalty: 3025.751465
	Iteration 28Q: 3 clusters Score -1145767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1145778.500000 Penalty: 3025.751465
	Iteration 29Q: 3 clusters Score -1145778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1145794.375000 Penalty: 3025.751465
	Iteration 30Q: 3 clusters Score -1145794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1145801.125000 Penalty: 3025.751465
	Iteration 31Q: 3 clusters Score -1145801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1145804.500000 Penalty: 3025.751465
	Iteration 32Q: 3 clusters Score -1145804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1145805.625000 Penalty: 3025.751465
	Iteration 33Q: 3 clusters Score -1145806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1145805.750000 Penalty: 3025.751465
	Iteration 34Q: 3 clusters Score -1145806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1145809.500000 Penalty: 3025.751465
	Iteration 35Q: 3 clusters Score -1145810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1145812.000000 Penalty: 3025.751465
	Iteration 36Q: 3 clusters Score -1145812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1145810.875000 Penalty: 3025.751465
	Iteration 37Q: 3 clusters Score -1145811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1145812.250000 Penalty: 3025.751465
	Iteration 38Q: 3 clusters Score -1145812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1145813.750000 Penalty: 3025.751465
	Iteration 39Q: 3 clusters Score -1145814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1145817.875000 Penalty: 3025.751465
	Iteration 40F: 3 clusters Score -1145818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1145818.750000 Penalty: 3025.751465
	Iteration 41Q: 3 clusters Score -1145819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1145819.250000 Penalty: 3025.751465
	Iteration 42Q: 3 clusters Score -1145819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1145819.375000 Penalty: 3025.751465
	Iteration 43Q: 3 clusters Score -1145819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1145819.875000 Penalty: 3025.751465
	Iteration 44Q: 3 clusters Score -1145820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1145820.500000 Penalty: 3025.751465
	Iteration 45Q: 3 clusters Score -1145820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1145820.625000 Penalty: 3025.751465
	Iteration 46Q: 3 clusters Score -1145821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1145819.875000 Penalty: 3025.751465
	Iteration 47Q: 3 clusters Score -1145820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1145821.500000 Penalty: 3025.751465
	Iteration 48Q: 3 clusters Score -1145822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1145821.625000 Penalty: 3025.751465
	Iteration 49Q: 3 clusters Score -1145822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1145821.625000 Penalty: 3025.751465
	Iteration 50F: 3 clusters Score -1145822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 3188 members 
Mstep: Class 38 contains 557 members 
Mstep: Class 39 contains 22420 members 
Mstep: Class 40 contains 7199 members 
Entering Unmasked Estep 
Score: -54900664.000000 Penalty: 85999.031250
Splitting cluster 28 changes total score from -54898668.000000 to -54900664.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (7207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Entering Unmasked Estep 
Score: -664733.062500 Penalty: 1443.456299
	Iteration 0F: 2 clusters Score -664733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -659335.812500 Penalty: 2886.912598
	Iteration 0F: 3 clusters Score -659335.8 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -661314.375000 Penalty: 2886.912598
	Iteration 1F: 3 clusters Score -661314.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -662131.500000 Penalty: 2886.912598
	Iteration 2F: 3 clusters Score -662131.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -663221.937500 Penalty: 2886.912598
	Iteration 3F: 3 clusters Score -663221.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -664368.375000 Penalty: 2886.912598
	Iteration 4F: 3 clusters Score -664368.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -665243.687500 Penalty: 2886.912598
	Iteration 5F: 3 clusters Score -665243.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -665738.687500 Penalty: 2886.912598
	Iteration 6F: 3 clusters Score -665738.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -666018.187500 Penalty: 2886.912598
	Iteration 7Q: 3 clusters Score -666018.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -666232.125000 Penalty: 2886.912598
	Iteration 8Q: 3 clusters Score -666232.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -666428.375000 Penalty: 2886.912598
	Iteration 9Q: 3 clusters Score -666428.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -666603.375000 Penalty: 2886.912598
	Iteration 10Q: 3 clusters Score -666603.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -666677.062500 Penalty: 2886.912598
	Iteration 11Q: 3 clusters Score -666677.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -666714.250000 Penalty: 2886.912598
	Iteration 12Q: 3 clusters Score -666714.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -666738.937500 Penalty: 2886.912598
	Iteration 13Q: 3 clusters Score -666738.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -666755.437500 Penalty: 2886.912598
	Iteration 14Q: 3 clusters Score -666755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -666760.125000 Penalty: 2886.912598
	Iteration 15Q: 3 clusters Score -666760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -666764.875000 Penalty: 2886.912598
	Iteration 16Q: 3 clusters Score -666764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -666767.000000 Penalty: 2886.912598
	Iteration 17Q: 3 clusters Score -666767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -666765.875000 Penalty: 2886.912598
	Iteration 18Q: 3 clusters Score -666765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -666768.000000 Penalty: 2886.912598
	Iteration 19Q: 3 clusters Score -666768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -666769.562500 Penalty: 2886.912598
	Iteration 20F: 3 clusters Score -666769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -666772.562500 Penalty: 2886.912598
	Iteration 21Q: 3 clusters Score -666772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -666772.562500 Penalty: 2886.912598
	Iteration 22F: 3 clusters Score -666772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 3188 members 
Mstep: Class 38 contains 557 members 
Mstep: Class 39 contains 22420 members 
Mstep: Class 40 contains 7199 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
Score: -54901976.000000 Penalty: 88149.007812
Splitting cluster 29 changes total score from -54898668.000000 to -54901976.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 30 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -1059299.875000 Penalty: 1511.041626
	Iteration 0F: 2 clusters Score -1059300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1051539.125000 Penalty: 3022.083252
	Iteration 0F: 3 clusters Score -1051539 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1054279.875000 Penalty: 3022.083252
	Iteration 1F: 3 clusters Score -1054280 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1054959.625000 Penalty: 3022.083252
	Iteration 2F: 3 clusters Score -1054960 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1055806.125000 Penalty: 3022.083252
	Iteration 3F: 3 clusters Score -1055806 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1056874.250000 Penalty: 3022.083252
	Iteration 4F: 3 clusters Score -1056874 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1058042.250000 Penalty: 3022.083252
	Iteration 5F: 3 clusters Score -1058042 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1059154.125000 Penalty: 3022.083252
	Iteration 6F: 3 clusters Score -1059154 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1059926.750000 Penalty: 3022.083252
	Iteration 7F: 3 clusters Score -1059927 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1060298.250000 Penalty: 3022.083252
	Iteration 8Q: 3 clusters Score -1060298 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1060587.750000 Penalty: 3022.083252
	Iteration 9Q: 3 clusters Score -1060588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1060786.750000 Penalty: 3022.083252
	Iteration 10Q: 3 clusters Score -1060787 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1060860.625000 Penalty: 3022.083252
	Iteration 11Q: 3 clusters Score -1060861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1060898.000000 Penalty: 3022.083252
	Iteration 12Q: 3 clusters Score -1060898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1060916.500000 Penalty: 3022.083252
	Iteration 13Q: 3 clusters Score -1060916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1060932.250000 Penalty: 3022.083252
	Iteration 14Q: 3 clusters Score -1060932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1060935.875000 Penalty: 3022.083252
	Iteration 15Q: 3 clusters Score -1060936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1060942.000000 Penalty: 3022.083252
	Iteration 16Q: 3 clusters Score -1060942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1060951.750000 Penalty: 3022.083252
	Iteration 17Q: 3 clusters Score -1060952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1060965.500000 Penalty: 3022.083252
	Iteration 18Q: 3 clusters Score -1060966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1060987.250000 Penalty: 3022.083252
	Iteration 19Q: 3 clusters Score -1060987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1061037.125000 Penalty: 3022.083252
	Iteration 20F: 3 clusters Score -1061037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1061122.375000 Penalty: 3022.083252
	Iteration 21Q: 3 clusters Score -1061122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1061234.250000 Penalty: 3022.083252
	Iteration 22Q: 3 clusters Score -1061234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1061342.250000 Penalty: 3022.083252
	Iteration 23Q: 3 clusters Score -1061342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1061396.250000 Penalty: 3022.083252
	Iteration 24Q: 3 clusters Score -1061396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1061432.750000 Penalty: 3022.083252
	Iteration 25Q: 3 clusters Score -1061433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1061458.125000 Penalty: 3022.083252
	Iteration 26Q: 3 clusters Score -1061458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1061468.750000 Penalty: 3022.083252
	Iteration 27Q: 3 clusters Score -1061469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1061477.125000 Penalty: 3022.083252
	Iteration 28Q: 3 clusters Score -1061477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1061484.750000 Penalty: 3022.083252
	Iteration 29Q: 3 clusters Score -1061485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1061485.625000 Penalty: 3022.083252
	Iteration 30Q: 3 clusters Score -1061486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1061485.375000 Penalty: 3022.083252
	Iteration 31Q: 3 clusters Score -1061485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1061489.500000 Penalty: 3022.083252
	Iteration 32Q: 3 clusters Score -1061490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1061491.875000 Penalty: 3022.083252
	Iteration 33Q: 3 clusters Score -1061492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1061492.875000 Penalty: 3022.083252
	Iteration 34Q: 3 clusters Score -1061493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1061493.250000 Penalty: 3022.083252
	Iteration 35Q: 3 clusters Score -1061493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1061493.625000 Penalty: 3022.083252
	Iteration 36Q: 3 clusters Score -1061494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1061493.250000 Penalty: 3022.083252
	Iteration 37Q: 3 clusters Score -1061493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1061495.000000 Penalty: 3022.083252
	Iteration 38Q: 3 clusters Score -1061495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1061492.750000 Penalty: 3022.083252
	Iteration 39Q: 3 clusters Score -1061493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1061496.500000 Penalty: 3022.083252
	Iteration 40F: 3 clusters Score -1061496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1061495.125000 Penalty: 3022.083252
	Iteration 41Q: 3 clusters Score -1061495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1061496.500000 Penalty: 3022.083252
	Iteration 42Q: 3 clusters Score -1061496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1061496.125000 Penalty: 3022.083252
	Iteration 43Q: 3 clusters Score -1061496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1061495.750000 Penalty: 3022.083252
	Iteration 44Q: 3 clusters Score -1061496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1061497.125000 Penalty: 3022.083252
	Iteration 45Q: 3 clusters Score -1061497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1061500.750000 Penalty: 3022.083252
	Iteration 46Q: 3 clusters Score -1061501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1061499.625000 Penalty: 3022.083252
	Iteration 47Q: 3 clusters Score -1061500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1061499.750000 Penalty: 3022.083252
	Iteration 48Q: 3 clusters Score -1061500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1061498.625000 Penalty: 3022.083252
	Iteration 49Q: 3 clusters Score -1061499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1061501.000000 Penalty: 3022.083252
	Iteration 50Q: 3 clusters Score -1061501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1061501.875000 Penalty: 3022.083252
	Iteration 51Q: 3 clusters Score -1061502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1061503.500000 Penalty: 3022.083252
	Iteration 52Q: 3 clusters Score -1061504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1061502.625000 Penalty: 3022.083252
	Iteration 53Q: 3 clusters Score -1061503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1061504.125000 Penalty: 3022.083252
	Iteration 54Q: 3 clusters Score -1061504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1061504.000000 Penalty: 3022.083252
	Iteration 55Q: 3 clusters Score -1061504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1061503.875000 Penalty: 3022.083252
	Iteration 56Q: 3 clusters Score -1061504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1061503.125000 Penalty: 3022.083252
	Iteration 57Q: 3 clusters Score -1061503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1061503.375000 Penalty: 3022.083252
	Iteration 58Q: 3 clusters Score -1061503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1061504.125000 Penalty: 3022.083252
	Iteration 59Q: 3 clusters Score -1061504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1061506.125000 Penalty: 3022.083252
	Iteration 60F: 3 clusters Score -1061506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1061505.375000 Penalty: 3022.083252
	Iteration 61Q: 3 clusters Score -1061505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1061504.125000 Penalty: 3022.083252
	Iteration 62Q: 3 clusters Score -1061504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1061504.000000 Penalty: 3022.083252
	Iteration 63Q: 3 clusters Score -1061504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1061504.375000 Penalty: 3022.083252
	Iteration 64Q: 3 clusters Score -1061504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1061503.750000 Penalty: 3022.083252
	Iteration 65Q: 3 clusters Score -1061504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1061507.500000 Penalty: 3022.083252
	Iteration 66Q: 3 clusters Score -1061508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1061510.500000 Penalty: 3022.083252
	Iteration 67Q: 3 clusters Score -1061510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1061511.500000 Penalty: 3022.083252
	Iteration 68Q: 3 clusters Score -1061512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1061517.875000 Penalty: 3022.083252
	Iteration 69Q: 3 clusters Score -1061518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1061516.750000 Penalty: 3022.083252
	Iteration 70Q: 3 clusters Score -1061517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1061520.125000 Penalty: 3022.083252
	Iteration 71Q: 3 clusters Score -1061520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1061519.875000 Penalty: 3022.083252
	Iteration 72Q: 3 clusters Score -1061520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1061521.750000 Penalty: 3022.083252
	Iteration 73Q: 3 clusters Score -1061522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1061522.625000 Penalty: 3022.083252
	Iteration 74Q: 3 clusters Score -1061523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1061522.750000 Penalty: 3022.083252
	Iteration 75Q: 3 clusters Score -1061523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1061523.500000 Penalty: 3022.083252
	Iteration 76Q: 3 clusters Score -1061524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1061524.375000 Penalty: 3022.083252
	Iteration 77Q: 3 clusters Score -1061524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1061523.375000 Penalty: 3022.083252
	Iteration 78Q: 3 clusters Score -1061523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1061523.625000 Penalty: 3022.083252
	Iteration 79Q: 3 clusters Score -1061524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1061523.250000 Penalty: 3022.083252
	Iteration 80F: 3 clusters Score -1061523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 4543 members 
Mstep: Class 31 contains 24105 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 1816 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 3188 members 
Mstep: Class 38 contains 557 members 
Mstep: Class 39 contains 22420 members 
Mstep: Class 40 contains 7199 members 
Mstep: Class 41 contains 1695 members 
Mstep: Class 42 contains 6381 members 
Entering Unmasked Estep 
Score: -54903588.000000 Penalty: 90298.984375
Splitting cluster 30 changes total score from -54898668.000000 to -54903588.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (24105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Entering Unmasked Estep 
Score: -2258479.000000 Penalty: 1639.653442
	Iteration 0F: 2 clusters Score -2258479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2242226.500000 Penalty: 3279.306885
	Iteration 0F: 3 clusters Score -2242226 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2248846.500000 Penalty: 3279.306885
	Iteration 1F: 3 clusters Score -2248846 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2249837.000000 Penalty: 3279.306885
	Iteration 2F: 3 clusters Score -2249837 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2250810.000000 Penalty: 3279.306885
	Iteration 3F: 3 clusters Score -2250810 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2251694.000000 Penalty: 3279.306885
	Iteration 4F: 3 clusters Score -2251694 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2252526.250000 Penalty: 3279.306885
	Iteration 5F: 3 clusters Score -2252526 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2253264.250000 Penalty: 3279.306885
	Iteration 6F: 3 clusters Score -2253264 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2253968.750000 Penalty: 3279.306885
	Iteration 7Q: 3 clusters Score -2253969 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2254560.500000 Penalty: 3279.306885
	Iteration 8Q: 3 clusters Score -2254560 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2255106.000000 Penalty: 3279.306885
	Iteration 9Q: 3 clusters Score -2255106 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2255647.500000 Penalty: 3279.306885
	Iteration 10Q: 3 clusters Score -2255648 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2256153.750000 Penalty: 3279.306885
	Iteration 11Q: 3 clusters Score -2256154 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2256536.250000 Penalty: 3279.306885
	Iteration 12Q: 3 clusters Score -2256536 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2256799.000000 Penalty: 3279.306885
	Iteration 13Q: 3 clusters Score -2256799 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2257028.250000 Penalty: 3279.306885
	Iteration 14Q: 3 clusters Score -2257028 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2257209.250000 Penalty: 3279.306885
	Iteration 15Q: 3 clusters Score -2257209 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2257346.000000 Penalty: 3279.306885
	Iteration 16Q: 3 clusters Score -2257346 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2257457.000000 Penalty: 3279.306885
	Iteration 17Q: 3 clusters Score -2257457 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2257552.000000 Penalty: 3279.306885
	Iteration 18Q: 3 clusters Score -2257552 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2257637.000000 Penalty: 3279.306885
	Iteration 19Q: 3 clusters Score -2257637 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2257686.000000 Penalty: 3279.306885
	Iteration 20F: 3 clusters Score -2257686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2257746.250000 Penalty: 3279.306885
	Iteration 21Q: 3 clusters Score -2257746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2257794.500000 Penalty: 3279.306885
	Iteration 22Q: 3 clusters Score -2257794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2257834.250000 Penalty: 3279.306885
	Iteration 23Q: 3 clusters Score -2257834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2257869.500000 Penalty: 3279.306885
	Iteration 24Q: 3 clusters Score -2257870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2257906.500000 Penalty: 3279.306885
	Iteration 25Q: 3 clusters Score -2257906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2257931.750000 Penalty: 3279.306885
	Iteration 26Q: 3 clusters Score -2257932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2257974.750000 Penalty: 3279.306885
	Iteration 27Q: 3 clusters Score -2257975 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2258005.500000 Penalty: 3279.306885
	Iteration 28Q: 3 clusters Score -2258006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2258041.750000 Penalty: 3279.306885
	Iteration 29Q: 3 clusters Score -2258042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2258062.250000 Penalty: 3279.306885
	Iteration 30Q: 3 clusters Score -2258062 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2258085.500000 Penalty: 3279.306885
	Iteration 31Q: 3 clusters Score -2258086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2258105.000000 Penalty: 3279.306885
	Iteration 32Q: 3 clusters Score -2258105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2258130.750000 Penalty: 3279.306885
	Iteration 33Q: 3 clusters Score -2258131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2258142.000000 Penalty: 3279.306885
	Iteration 34Q: 3 clusters Score -2258142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2258156.500000 Penalty: 3279.306885
	Iteration 35Q: 3 clusters Score -2258156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2258175.750000 Penalty: 3279.306885
	Iteration 36Q: 3 clusters Score -2258176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2258186.500000 Penalty: 3279.306885
	Iteration 37Q: 3 clusters Score -2258186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2258192.500000 Penalty: 3279.306885
	Iteration 38Q: 3 clusters Score -2258192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2258200.500000 Penalty: 3279.306885
	Iteration 39Q: 3 clusters Score -2258200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2258201.000000 Penalty: 3279.306885
	Iteration 40F: 3 clusters Score -2258201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2258210.500000 Penalty: 3279.306885
	Iteration 41Q: 3 clusters Score -2258210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2258219.000000 Penalty: 3279.306885
	Iteration 42Q: 3 clusters Score -2258219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2258224.500000 Penalty: 3279.306885
	Iteration 43Q: 3 clusters Score -2258224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2258232.000000 Penalty: 3279.306885
	Iteration 44Q: 3 clusters Score -2258232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2258236.500000 Penalty: 3279.306885
	Iteration 45Q: 3 clusters Score -2258236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2258239.750000 Penalty: 3279.306885
	Iteration 46Q: 3 clusters Score -2258240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2258240.500000 Penalty: 3279.306885
	Iteration 47Q: 3 clusters Score -2258240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2258243.250000 Penalty: 3279.306885
	Iteration 48Q: 3 clusters Score -2258243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2258248.000000 Penalty: 3279.306885
	Iteration 49Q: 3 clusters Score -2258248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2258260.000000 Penalty: 3279.306885
	Iteration 50Q: 3 clusters Score -2258260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2258259.500000 Penalty: 3279.306885
	Iteration 51Q: 3 clusters Score -2258260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2258263.000000 Penalty: 3279.306885
	Iteration 52Q: 3 clusters Score -2258263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2258264.250000 Penalty: 3279.306885
	Iteration 53Q: 3 clusters Score -2258264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2258264.250000 Penalty: 3279.306885
	Iteration 54Q: 3 clusters Score -2258264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2258266.000000 Penalty: 3279.306885
	Iteration 55Q: 3 clusters Score -2258266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2258269.500000 Penalty: 3279.306885
	Iteration 56Q: 3 clusters Score -2258270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2258270.500000 Penalty: 3279.306885
	Iteration 57Q: 3 clusters Score -2258270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2258272.250000 Penalty: 3279.306885
	Iteration 58Q: 3 clusters Score -2258272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2258270.750000 Penalty: 3279.306885
	Iteration 59Q: 3 clusters Score -2258271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2258274.500000 Penalty: 3279.306885
	Iteration 60F: 3 clusters Score -2258274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2258273.500000 Penalty: 3279.306885
	Iteration 61Q: 3 clusters Score -2258274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2258273.500000 Penalty: 3279.306885
	Iteration 62F: 3 clusters Score -2258274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1724 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 91384 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 6806 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 8377 members 
Mstep: Class 13 contains 16453 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 74757 members 
Mstep: Class 17 contains 50955 members 
Mstep: Class 18 contains 6930 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 75325 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 5262 members 
Mstep: Class 27 contains 7499 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 4543 members 
Mstep: Class 31 contains 24105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54909272.000000 Penalty: 90298.984375
Iteration 79Q: 43 clusters Score -5.490927e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 90680 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 27855 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 7000 members 
Mstep: Class 11 contains 15340 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 74756 members 
Mstep: Class 17 contains 50927 members 
Mstep: Class 18 contains 7171 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 76008 members 
Mstep: Class 22 contains 2122 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 3480 members 
Mstep: Class 25 contains 1649 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 7607 members 
Mstep: Class 28 contains 4214 members 
Mstep: Class 29 contains 6273 members 
Mstep: Class 30 contains 4600 members 
Mstep: Class 31 contains 24190 members 
Mstep: Class 32 contains 10435 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 9423 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 3114 members 
Mstep: Class 38 contains 540 members 
Mstep: Class 39 contains 21516 members 
Mstep: Class 40 contains 7022 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54915068.000000 Penalty: 90298.984375
Iteration 80F: 43 clusters Score -5.491507e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 22389 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 7275 members 
Mstep: Class 6 contains 89955 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 27884 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 15190 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 16436 members 
Mstep: Class 14 contains 2763 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 74729 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 19 contains 3203 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 76686 members 
Mstep: Class 22 contains 2006 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 1653 members 
Mstep: Class 26 contains 5610 members 
Mstep: Class 27 contains 7666 members 
Mstep: Class 28 contains 4400 members 
Mstep: Class 29 contains 6567 members 
Mstep: Class 30 contains 4531 members 
Mstep: Class 31 contains 24183 members 
Mstep: Class 32 contains 10515 members 
Mstep: Class 33 contains 3536 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 3298 members 
Mstep: Class 38 contains 565 members 
Mstep: Class 39 contains 21158 members 
Mstep: Class 40 contains 7082 members 
Mstep: Class 41 contains 1871 members 
Mstep: Class 42 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54917640.000000 Penalty: 90298.984375
Iteration 81Q: 43 clusters Score -5.491764e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 22311 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 89203 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 27933 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 16356 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 74693 members 
Mstep: Class 17 contains 50843 members 
Mstep: Class 18 contains 7452 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 77404 members 
Mstep: Class 22 contains 1956 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 3387 members 
Mstep: Class 25 contains 1653 members 
Mstep: Class 26 contains 5639 members 
Mstep: Class 27 contains 7743 members 
Mstep: Class 28 contains 4566 members 
Mstep: Class 29 contains 6831 members 
Mstep: Class 30 contains 4529 members 
Mstep: Class 31 contains 24179 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 3513 members 
Mstep: Class 34 contains 9556 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 570 members 
Mstep: Class 39 contains 20794 members 
Mstep: Class 40 contains 7147 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54919152.000000 Penalty: 90298.984375
Iteration 82Q: 43 clusters Score -5.491915e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 22246 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 7356 members 
Mstep: Class 6 contains 88462 members 
Mstep: Class 7 contains 1930 members 
Mstep: Class 8 contains 28023 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 14986 members 
Mstep: Class 12 contains 7636 members 
Mstep: Class 13 contains 16290 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 74654 members 
Mstep: Class 17 contains 50800 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 1505 members 
Mstep: Class 21 contains 78131 members 
Mstep: Class 22 contains 1901 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 3333 members 
Mstep: Class 25 contains 1655 members 
Mstep: Class 26 contains 5626 members 
Mstep: Class 27 contains 7833 members 
Mstep: Class 28 contains 4722 members 
Mstep: Class 29 contains 7021 members 
Mstep: Class 30 contains 4531 members 
Mstep: Class 31 contains 24191 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 9575 members 
Mstep: Class 35 contains 1938 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 20519 members 
Mstep: Class 40 contains 7203 members 
Mstep: Class 41 contains 1950 members 
Mstep: Class 42 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54919988.000000 Penalty: 90298.984375
Iteration 83Q: 43 clusters Score -5.491999e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 22212 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 87693 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 8 contains 28107 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 7019 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 16216 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 74621 members 
Mstep: Class 17 contains 50751 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 1516 members 
Mstep: Class 21 contains 78881 members 
Mstep: Class 22 contains 1856 members 
Mstep: Class 23 contains 630 members 
Mstep: Class 24 contains 3303 members 
Mstep: Class 25 contains 1658 members 
Mstep: Class 26 contains 5614 members 
Mstep: Class 27 contains 7927 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 7164 members 
Mstep: Class 30 contains 4539 members 
Mstep: Class 31 contains 24222 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 3451 members 
Mstep: Class 34 contains 9600 members 
Mstep: Class 35 contains 1961 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 3554 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 20269 members 
Mstep: Class 40 contains 7263 members 
Mstep: Class 41 contains 1972 members 
Mstep: Class 42 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54920732.000000 Penalty: 90298.984375
Iteration 84Q: 43 clusters Score -5.492073e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 22184 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 86885 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28159 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 14805 members 
Mstep: Class 12 contains 7240 members 
Mstep: Class 13 contains 16159 members 
Mstep: Class 14 contains 3038 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 74593 members 
Mstep: Class 17 contains 50699 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 79652 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 625 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 1661 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 8014 members 
Mstep: Class 28 contains 5009 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 4542 members 
Mstep: Class 31 contains 24271 members 
Mstep: Class 32 contains 10399 members 
Mstep: Class 33 contains 3445 members 
Mstep: Class 34 contains 9628 members 
Mstep: Class 35 contains 1978 members 
Mstep: Class 36 contains 2449 members 
Mstep: Class 37 contains 3608 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 20047 members 
Mstep: Class 40 contains 7324 members 
Mstep: Class 41 contains 1987 members 
Mstep: Class 42 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54921084.000000 Penalty: 90298.984375
Iteration 85Q: 43 clusters Score -5.492108e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 22172 members 
Mstep: Class 4 contains 1551 members 
Mstep: Class 5 contains 7426 members 
Mstep: Class 6 contains 86053 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 28207 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 14749 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 16096 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 74572 members 
Mstep: Class 17 contains 50636 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 1525 members 
Mstep: Class 21 contains 80454 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 1666 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 8088 members 
Mstep: Class 28 contains 5157 members 
Mstep: Class 29 contains 7373 members 
Mstep: Class 30 contains 4545 members 
Mstep: Class 31 contains 24326 members 
Mstep: Class 32 contains 10317 members 
Mstep: Class 33 contains 3422 members 
Mstep: Class 34 contains 9642 members 
Mstep: Class 35 contains 1996 members 
Mstep: Class 36 contains 2440 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 589 members 
Mstep: Class 39 contains 19887 members 
Mstep: Class 40 contains 7393 members 
Mstep: Class 41 contains 2006 members 
Mstep: Class 42 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54921712.000000 Penalty: 90298.984375
Iteration 86Q: 43 clusters Score -5.492171e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 22154 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 85207 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 28249 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 14717 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 16034 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 74555 members 
Mstep: Class 17 contains 50590 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 1536 members 
Mstep: Class 21 contains 81258 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 619 members 
Mstep: Class 24 contains 3276 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 8139 members 
Mstep: Class 28 contains 5285 members 
Mstep: Class 29 contains 7456 members 
Mstep: Class 30 contains 4551 members 
Mstep: Class 31 contains 24380 members 
Mstep: Class 32 contains 10228 members 
Mstep: Class 33 contains 3412 members 
Mstep: Class 34 contains 9659 members 
Mstep: Class 35 contains 2011 members 
Mstep: Class 36 contains 2426 members 
Mstep: Class 37 contains 3718 members 
Mstep: Class 38 contains 592 members 
Mstep: Class 39 contains 19742 members 
Mstep: Class 40 contains 7438 members 
Mstep: Class 41 contains 2018 members 
Mstep: Class 42 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54922392.000000 Penalty: 90298.984375
Iteration 87Q: 43 clusters Score -5.492239e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22138 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 7448 members 
Mstep: Class 6 contains 84370 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 28294 members 
Mstep: Class 9 contains 4853 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 14692 members 
Mstep: Class 12 contains 6545 members 
Mstep: Class 13 contains 15970 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 74534 members 
Mstep: Class 17 contains 50556 members 
Mstep: Class 18 contains 8577 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 82049 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5436 members 
Mstep: Class 27 contains 8196 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 7520 members 
Mstep: Class 30 contains 4547 members 
Mstep: Class 31 contains 24441 members 
Mstep: Class 32 contains 10119 members 
Mstep: Class 33 contains 3409 members 
Mstep: Class 34 contains 9664 members 
Mstep: Class 35 contains 2023 members 
Mstep: Class 36 contains 2426 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 19604 members 
Mstep: Class 40 contains 7468 members 
Mstep: Class 41 contains 2027 members 
Mstep: Class 42 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923152.000000 Penalty: 90298.984375
Iteration 88Q: 43 clusters Score -5.492315e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 83497 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28348 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 7134 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 6312 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 2581 members 
Mstep: Class 16 contains 74522 members 
Mstep: Class 17 contains 50520 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 82889 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 8243 members 
Mstep: Class 28 contains 5549 members 
Mstep: Class 29 contains 7567 members 
Mstep: Class 30 contains 4539 members 
Mstep: Class 31 contains 24467 members 
Mstep: Class 32 contains 10043 members 
Mstep: Class 33 contains 3412 members 
Mstep: Class 34 contains 9686 members 
Mstep: Class 35 contains 2030 members 
Mstep: Class 36 contains 2430 members 
Mstep: Class 37 contains 3799 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 19500 members 
Mstep: Class 40 contains 7487 members 
Mstep: Class 41 contains 2041 members 
Mstep: Class 42 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54924252.000000 Penalty: 90298.984375
Iteration 89Q: 43 clusters Score -5.492425e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1580 members 
Mstep: Class 3 contains 22090 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 7478 members 
Mstep: Class 6 contains 82577 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 28423 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 14632 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 15826 members 
Mstep: Class 14 contains 3319 members 
Mstep: Class 15 contains 2589 members 
Mstep: Class 16 contains 74508 members 
Mstep: Class 17 contains 50451 members 
Mstep: Class 18 contains 9086 members 
Mstep: Class 19 contains 3520 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 83801 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 3241 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5289 members 
Mstep: Class 27 contains 8275 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 7593 members 
Mstep: Class 30 contains 4529 members 
Mstep: Class 31 contains 24504 members 
Mstep: Class 32 contains 9920 members 
Mstep: Class 33 contains 3419 members 
Mstep: Class 34 contains 9696 members 
Mstep: Class 35 contains 2043 members 
Mstep: Class 36 contains 2432 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 593 members 
Mstep: Class 39 contains 19427 members 
Mstep: Class 40 contains 7500 members 
Mstep: Class 41 contains 2054 members 
Mstep: Class 42 contains 5560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54924912.000000 Penalty: 90298.984375
Iteration 90Q: 43 clusters Score -5.492491e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1580 members 
Mstep: Class 3 contains 22083 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 81673 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 28477 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 6078 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 74495 members 
Mstep: Class 17 contains 50368 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 84718 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5231 members 
Mstep: Class 27 contains 8295 members 
Mstep: Class 28 contains 5753 members 
Mstep: Class 29 contains 7633 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 24549 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 3424 members 
Mstep: Class 34 contains 9711 members 
Mstep: Class 35 contains 2056 members 
Mstep: Class 36 contains 2420 members 
Mstep: Class 37 contains 3852 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 19349 members 
Mstep: Class 40 contains 7505 members 
Mstep: Class 41 contains 2070 members 
Mstep: Class 42 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925584.000000 Penalty: 90298.984375
Iteration 91Q: 43 clusters Score -5.492558e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22082 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 80774 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 28525 members 
Mstep: Class 9 contains 4770 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 14606 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 15665 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 74485 members 
Mstep: Class 17 contains 50259 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 3522 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 85664 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 3236 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 8314 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 7667 members 
Mstep: Class 30 contains 4524 members 
Mstep: Class 31 contains 24609 members 
Mstep: Class 32 contains 9719 members 
Mstep: Class 33 contains 3425 members 
Mstep: Class 34 contains 9717 members 
Mstep: Class 35 contains 2060 members 
Mstep: Class 36 contains 2402 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 19271 members 
Mstep: Class 40 contains 7512 members 
Mstep: Class 41 contains 2084 members 
Mstep: Class 42 contains 5475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54926016.000000 Penalty: 90298.984375
Iteration 92Q: 43 clusters Score -5.492602e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 22071 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 79920 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 28578 members 
Mstep: Class 9 contains 4742 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 14581 members 
Mstep: Class 12 contains 5935 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 74480 members 
Mstep: Class 17 contains 50117 members 
Mstep: Class 18 contains 9597 members 
Mstep: Class 19 contains 3525 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 86574 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 8328 members 
Mstep: Class 28 contains 5940 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 4515 members 
Mstep: Class 31 contains 24659 members 
Mstep: Class 32 contains 9623 members 
Mstep: Class 33 contains 3408 members 
Mstep: Class 34 contains 9727 members 
Mstep: Class 35 contains 2069 members 
Mstep: Class 36 contains 2397 members 
Mstep: Class 37 contains 3902 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 19219 members 
Mstep: Class 40 contains 7515 members 
Mstep: Class 41 contains 2102 members 
Mstep: Class 42 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54926404.000000 Penalty: 90298.984375
Iteration 93Q: 43 clusters Score -5.49264e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 22073 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 79096 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28625 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 14572 members 
Mstep: Class 12 contains 5908 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 74472 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 18 contains 9735 members 
Mstep: Class 19 contains 3529 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 87444 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 3227 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 5066 members 
Mstep: Class 27 contains 8337 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 4514 members 
Mstep: Class 31 contains 24754 members 
Mstep: Class 32 contains 9506 members 
Mstep: Class 33 contains 3389 members 
Mstep: Class 34 contains 9736 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 3927 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 19180 members 
Mstep: Class 40 contains 7512 members 
Mstep: Class 41 contains 2117 members 
Mstep: Class 42 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54926800.000000 Penalty: 90298.984375
Iteration 94Q: 43 clusters Score -5.49268e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 22077 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 78257 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 28654 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 10 contains 7342 members 
Mstep: Class 11 contains 14562 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 15524 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 2619 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 49809 members 
Mstep: Class 18 contains 9883 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 88342 members 
Mstep: Class 22 contains 1524 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 3224 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 8342 members 
Mstep: Class 28 contains 6116 members 
Mstep: Class 29 contains 7752 members 
Mstep: Class 30 contains 4513 members 
Mstep: Class 31 contains 24826 members 
Mstep: Class 32 contains 9399 members 
Mstep: Class 33 contains 3387 members 
Mstep: Class 34 contains 9742 members 
Mstep: Class 35 contains 2081 members 
Mstep: Class 36 contains 2368 members 
Mstep: Class 37 contains 3973 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 19126 members 
Mstep: Class 40 contains 7496 members 
Mstep: Class 41 contains 2132 members 
Mstep: Class 42 contains 5418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54927200.000000 Penalty: 90298.984375
Iteration 95Q: 43 clusters Score -5.49272e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 22090 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 77417 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 28675 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 7357 members 
Mstep: Class 11 contains 14544 members 
Mstep: Class 12 contains 5868 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 74462 members 
Mstep: Class 17 contains 49669 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 89230 members 
Mstep: Class 22 contains 1494 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 3224 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 8347 members 
Mstep: Class 28 contains 6232 members 
Mstep: Class 29 contains 7788 members 
Mstep: Class 30 contains 4510 members 
Mstep: Class 31 contains 24887 members 
Mstep: Class 32 contains 9289 members 
Mstep: Class 33 contains 3366 members 
Mstep: Class 34 contains 9747 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 2357 members 
Mstep: Class 37 contains 4012 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 19062 members 
Mstep: Class 40 contains 7483 members 
Mstep: Class 41 contains 2145 members 
Mstep: Class 42 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54927628.000000 Penalty: 90298.984375
Iteration 96Q: 43 clusters Score -5.492763e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 22096 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 76599 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 28687 members 
Mstep: Class 9 contains 4640 members 
Mstep: Class 10 contains 7373 members 
Mstep: Class 11 contains 14530 members 
Mstep: Class 12 contains 5852 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 74457 members 
Mstep: Class 17 contains 49524 members 
Mstep: Class 18 contains 10203 members 
Mstep: Class 19 contains 3533 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 90096 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 3219 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 8350 members 
Mstep: Class 28 contains 6340 members 
Mstep: Class 29 contains 7799 members 
Mstep: Class 30 contains 4504 members 
Mstep: Class 31 contains 24960 members 
Mstep: Class 32 contains 9185 members 
Mstep: Class 33 contains 3341 members 
Mstep: Class 34 contains 9768 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 2348 members 
Mstep: Class 37 contains 4063 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 19001 members 
Mstep: Class 40 contains 7466 members 
Mstep: Class 41 contains 2162 members 
Mstep: Class 42 contains 5411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928004.000000 Penalty: 90298.984375
Iteration 97Q: 43 clusters Score -5.4928e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 22095 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 75812 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 28691 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 7386 members 
Mstep: Class 11 contains 14512 members 
Mstep: Class 12 contains 5832 members 
Mstep: Class 13 contains 15332 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 74453 members 
Mstep: Class 17 contains 49347 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 90958 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 3216 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 8355 members 
Mstep: Class 28 contains 6463 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 25044 members 
Mstep: Class 32 contains 9071 members 
Mstep: Class 33 contains 3321 members 
Mstep: Class 34 contains 9778 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 2344 members 
Mstep: Class 37 contains 4111 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18963 members 
Mstep: Class 40 contains 7449 members 
Mstep: Class 41 contains 2177 members 
Mstep: Class 42 contains 5405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928204.000000 Penalty: 90298.984375
Iteration 98Q: 43 clusters Score -5.49282e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 22090 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 74999 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 28703 members 
Mstep: Class 9 contains 4588 members 
Mstep: Class 10 contains 7406 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 16 contains 74451 members 
Mstep: Class 17 contains 49151 members 
Mstep: Class 18 contains 10576 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 1732 members 
Mstep: Class 21 contains 91857 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 3212 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 8358 members 
Mstep: Class 28 contains 6582 members 
Mstep: Class 29 contains 7829 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 25141 members 
Mstep: Class 32 contains 8952 members 
Mstep: Class 33 contains 3315 members 
Mstep: Class 34 contains 9777 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 2340 members 
Mstep: Class 37 contains 4149 members 
Mstep: Class 38 contains 596 members 
Mstep: Class 39 contains 18917 members 
Mstep: Class 40 contains 7432 members 
Mstep: Class 41 contains 2188 members 
Mstep: Class 42 contains 5406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928628.000000 Penalty: 90298.984375
Iteration 99Q: 43 clusters Score -5.492863e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22086 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 74120 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 28724 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 14471 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 15202 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 74445 members 
Mstep: Class 17 contains 48953 members 
Mstep: Class 18 contains 10742 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 92810 members 
Mstep: Class 22 contains 1410 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 3213 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4585 members 
Mstep: Class 27 contains 8357 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 25231 members 
Mstep: Class 32 contains 8844 members 
Mstep: Class 33 contains 3289 members 
Mstep: Class 34 contains 9789 members 
Mstep: Class 35 contains 2100 members 
Mstep: Class 36 contains 2339 members 
Mstep: Class 37 contains 4180 members 
Mstep: Class 38 contains 597 members 
Mstep: Class 39 contains 18871 members 
Mstep: Class 40 contains 7419 members 
Mstep: Class 41 contains 2202 members 
Mstep: Class 42 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929060.000000 Penalty: 90298.984375
Iteration 100F: 43 clusters Score -5.492906e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22100 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7529 members 
Mstep: Class 6 contains 73266 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28740 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 14434 members 
Mstep: Class 12 contains 5821 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 3657 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 16 contains 74441 members 
Mstep: Class 17 contains 48763 members 
Mstep: Class 18 contains 10924 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 1764 members 
Mstep: Class 21 contains 93753 members 
Mstep: Class 22 contains 1390 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 3205 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 4505 members 
Mstep: Class 27 contains 8358 members 
Mstep: Class 28 contains 6834 members 
Mstep: Class 29 contains 7848 members 
Mstep: Class 30 contains 4452 members 
Mstep: Class 31 contains 25298 members 
Mstep: Class 32 contains 8730 members 
Mstep: Class 33 contains 3278 members 
Mstep: Class 34 contains 9800 members 
Mstep: Class 35 contains 2118 members 
Mstep: Class 36 contains 2340 members 
Mstep: Class 37 contains 4219 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18817 members 
Mstep: Class 40 contains 7405 members 
Mstep: Class 41 contains 2215 members 
Mstep: Class 42 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929928.000000 Penalty: 90298.984375
Iteration 101Q: 43 clusters Score -5.492993e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 22129 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 72370 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 28748 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 14395 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 3683 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 74439 members 
Mstep: Class 17 contains 48569 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 94758 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 3199 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4433 members 
Mstep: Class 27 contains 8362 members 
Mstep: Class 28 contains 6966 members 
Mstep: Class 29 contains 7849 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 25356 members 
Mstep: Class 32 contains 8606 members 
Mstep: Class 33 contains 3275 members 
Mstep: Class 34 contains 9803 members 
Mstep: Class 35 contains 2146 members 
Mstep: Class 36 contains 2334 members 
Mstep: Class 37 contains 4256 members 
Mstep: Class 38 contains 598 members 
Mstep: Class 39 contains 18769 members 
Mstep: Class 40 contains 7400 members 
Mstep: Class 41 contains 2227 members 
Mstep: Class 42 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930720.000000 Penalty: 90298.984375
Iteration 102Q: 43 clusters Score -5.493072e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22176 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 71464 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 28762 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 14340 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 15024 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 74441 members 
Mstep: Class 17 contains 48348 members 
Mstep: Class 18 contains 11234 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 95794 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 3201 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4347 members 
Mstep: Class 27 contains 8363 members 
Mstep: Class 28 contains 7100 members 
Mstep: Class 29 contains 7866 members 
Mstep: Class 30 contains 4439 members 
Mstep: Class 31 contains 25414 members 
Mstep: Class 32 contains 8478 members 
Mstep: Class 33 contains 3280 members 
Mstep: Class 34 contains 9812 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 2329 members 
Mstep: Class 37 contains 4290 members 
Mstep: Class 38 contains 596 members 
Mstep: Class 39 contains 18718 members 
Mstep: Class 40 contains 7395 members 
Mstep: Class 41 contains 2237 members 
Mstep: Class 42 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54931520.000000 Penalty: 90298.984375
Iteration 103Q: 43 clusters Score -5.493152e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1580 members 
Mstep: Class 3 contains 22224 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 70543 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28760 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 7391 members 
Mstep: Class 11 contains 14286 members 
Mstep: Class 12 contains 5771 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 3721 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 74433 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 1816 members 
Mstep: Class 21 contains 96867 members 
Mstep: Class 22 contains 1338 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 3193 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4271 members 
Mstep: Class 27 contains 8367 members 
Mstep: Class 28 contains 7251 members 
Mstep: Class 29 contains 7897 members 
Mstep: Class 30 contains 4435 members 
Mstep: Class 31 contains 25482 members 
Mstep: Class 32 contains 8383 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 9824 members 
Mstep: Class 35 contains 2214 members 
Mstep: Class 36 contains 2325 members 
Mstep: Class 37 contains 4300 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18667 members 
Mstep: Class 40 contains 7387 members 
Mstep: Class 41 contains 2245 members 
Mstep: Class 42 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932276.000000 Penalty: 90298.984375
Iteration 104Q: 43 clusters Score -5.493228e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 22265 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 69610 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 28771 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 14227 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 16 contains 74425 members 
Mstep: Class 17 contains 47844 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 97958 members 
Mstep: Class 22 contains 1326 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 3185 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4193 members 
Mstep: Class 27 contains 8375 members 
Mstep: Class 28 contains 7419 members 
Mstep: Class 29 contains 7926 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 25543 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 3286 members 
Mstep: Class 34 contains 9846 members 
Mstep: Class 35 contains 2236 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 4315 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18591 members 
Mstep: Class 40 contains 7376 members 
Mstep: Class 41 contains 2251 members 
Mstep: Class 42 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933216.000000 Penalty: 90298.984375
Iteration 105Q: 43 clusters Score -5.493322e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 22297 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 68704 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28779 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 14158 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 3774 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 74413 members 
Mstep: Class 17 contains 47587 members 
Mstep: Class 18 contains 11544 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 99043 members 
Mstep: Class 22 contains 1319 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 3179 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 8384 members 
Mstep: Class 28 contains 7584 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 25586 members 
Mstep: Class 32 contains 8293 members 
Mstep: Class 33 contains 3272 members 
Mstep: Class 34 contains 9857 members 
Mstep: Class 35 contains 2258 members 
Mstep: Class 36 contains 2323 members 
Mstep: Class 37 contains 4323 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18514 members 
Mstep: Class 40 contains 7370 members 
Mstep: Class 41 contains 2260 members 
Mstep: Class 42 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933900.000000 Penalty: 90298.984375
Iteration 106Q: 43 clusters Score -5.49339e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 22329 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 67773 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 28787 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 5762 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 3794 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 74406 members 
Mstep: Class 17 contains 47328 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 100126 members 
Mstep: Class 22 contains 1306 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 3180 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 8390 members 
Mstep: Class 28 contains 7734 members 
Mstep: Class 29 contains 7980 members 
Mstep: Class 30 contains 4435 members 
Mstep: Class 31 contains 25654 members 
Mstep: Class 32 contains 8302 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 9867 members 
Mstep: Class 35 contains 2271 members 
Mstep: Class 36 contains 2326 members 
Mstep: Class 37 contains 4335 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18441 members 
Mstep: Class 40 contains 7359 members 
Mstep: Class 41 contains 2270 members 
Mstep: Class 42 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934392.000000 Penalty: 90298.984375
Iteration 107Q: 43 clusters Score -5.493439e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1577 members 
Mstep: Class 3 contains 22334 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 7542 members 
Mstep: Class 6 contains 66830 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 28810 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 14021 members 
Mstep: Class 12 contains 5759 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 16 contains 74404 members 
Mstep: Class 17 contains 47072 members 
Mstep: Class 18 contains 11616 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 101275 members 
Mstep: Class 22 contains 1297 members 
Mstep: Class 23 contains 594 members 
Mstep: Class 24 contains 3182 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 3991 members 
Mstep: Class 27 contains 8400 members 
Mstep: Class 28 contains 7893 members 
Mstep: Class 29 contains 7990 members 
Mstep: Class 30 contains 4435 members 
Mstep: Class 31 contains 25681 members 
Mstep: Class 32 contains 8322 members 
Mstep: Class 33 contains 3263 members 
Mstep: Class 34 contains 9885 members 
Mstep: Class 35 contains 2279 members 
Mstep: Class 36 contains 2330 members 
Mstep: Class 37 contains 4352 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18367 members 
Mstep: Class 40 contains 7348 members 
Mstep: Class 41 contains 2275 members 
Mstep: Class 42 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935168.000000 Penalty: 90298.984375
Iteration 108Q: 43 clusters Score -5.493517e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 22341 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 65858 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 28805 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 7455 members 
Mstep: Class 11 contains 13945 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 3831 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 74398 members 
Mstep: Class 17 contains 46807 members 
Mstep: Class 18 contains 11640 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 102501 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 23 contains 591 members 
Mstep: Class 24 contains 3179 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 3946 members 
Mstep: Class 27 contains 8405 members 
Mstep: Class 28 contains 8047 members 
Mstep: Class 29 contains 8016 members 
Mstep: Class 30 contains 4436 members 
Mstep: Class 31 contains 25686 members 
Mstep: Class 32 contains 8345 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 9909 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 2333 members 
Mstep: Class 37 contains 4366 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18292 members 
Mstep: Class 40 contains 7331 members 
Mstep: Class 41 contains 2279 members 
Mstep: Class 42 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935992.000000 Penalty: 90298.984375
Iteration 109Q: 43 clusters Score -5.493599e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 22347 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 7542 members 
Mstep: Class 6 contains 64863 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 28799 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 14529 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 16 contains 74391 members 
Mstep: Class 17 contains 46521 members 
Mstep: Class 18 contains 11661 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 21 contains 103776 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 589 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 3916 members 
Mstep: Class 27 contains 8417 members 
Mstep: Class 28 contains 8191 members 
Mstep: Class 29 contains 8048 members 
Mstep: Class 30 contains 4437 members 
Mstep: Class 31 contains 25692 members 
Mstep: Class 32 contains 8355 members 
Mstep: Class 33 contains 3241 members 
Mstep: Class 34 contains 9928 members 
Mstep: Class 35 contains 2296 members 
Mstep: Class 36 contains 2337 members 
Mstep: Class 37 contains 4379 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18204 members 
Mstep: Class 40 contains 7323 members 
Mstep: Class 41 contains 2280 members 
Mstep: Class 42 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937164.000000 Penalty: 90298.984375
Iteration 110Q: 43 clusters Score -5.493716e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 22353 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 64060 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 28801 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 13757 members 
Mstep: Class 12 contains 5729 members 
Mstep: Class 13 contains 14480 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 74380 members 
Mstep: Class 17 contains 46194 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 1894 members 
Mstep: Class 21 contains 104933 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 3173 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 8424 members 
Mstep: Class 28 contains 8317 members 
Mstep: Class 29 contains 8080 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 25678 members 
Mstep: Class 32 contains 8362 members 
Mstep: Class 33 contains 3233 members 
Mstep: Class 34 contains 9953 members 
Mstep: Class 35 contains 2304 members 
Mstep: Class 36 contains 2334 members 
Mstep: Class 37 contains 4396 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 18094 members 
Mstep: Class 40 contains 7320 members 
Mstep: Class 41 contains 2282 members 
Mstep: Class 42 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54937956.000000 Penalty: 90298.984375
Iteration 111Q: 43 clusters Score -5.493796e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 22350 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 63427 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28807 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 13662 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 14435 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 74361 members 
Mstep: Class 17 contains 45836 members 
Mstep: Class 18 contains 11655 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 105978 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 587 members 
Mstep: Class 24 contains 3174 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 3941 members 
Mstep: Class 27 contains 8437 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 8114 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 25632 members 
Mstep: Class 32 contains 8363 members 
Mstep: Class 33 contains 3230 members 
Mstep: Class 34 contains 9984 members 
Mstep: Class 35 contains 2307 members 
Mstep: Class 36 contains 2346 members 
Mstep: Class 37 contains 4406 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 17980 members 
Mstep: Class 40 contains 7318 members 
Mstep: Class 41 contains 2285 members 
Mstep: Class 42 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54938696.000000 Penalty: 90298.984375
Iteration 112Q: 43 clusters Score -5.49387e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 22353 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 62983 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 28784 members 
Mstep: Class 9 contains 4392 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 13552 members 
Mstep: Class 12 contains 5711 members 
Mstep: Class 13 contains 14396 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 74343 members 
Mstep: Class 17 contains 45456 members 
Mstep: Class 18 contains 11652 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 106867 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 583 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 8447 members 
Mstep: Class 28 contains 8535 members 
Mstep: Class 29 contains 8162 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 25579 members 
Mstep: Class 32 contains 8376 members 
Mstep: Class 33 contains 3222 members 
Mstep: Class 34 contains 9992 members 
Mstep: Class 35 contains 2309 members 
Mstep: Class 36 contains 2349 members 
Mstep: Class 37 contains 4413 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 17896 members 
Mstep: Class 40 contains 7315 members 
Mstep: Class 41 contains 2289 members 
Mstep: Class 42 contains 5432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939136.000000 Penalty: 90298.984375
Iteration 113Q: 43 clusters Score -5.493914e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 22355 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 62702 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 28774 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 13408 members 
Mstep: Class 12 contains 5693 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 74334 members 
Mstep: Class 17 contains 45073 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 107572 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 8454 members 
Mstep: Class 28 contains 8619 members 
Mstep: Class 29 contains 8190 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 25555 members 
Mstep: Class 32 contains 8388 members 
Mstep: Class 33 contains 3208 members 
Mstep: Class 34 contains 10010 members 
Mstep: Class 35 contains 2312 members 
Mstep: Class 36 contains 2350 members 
Mstep: Class 37 contains 4418 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 17840 members 
Mstep: Class 40 contains 7306 members 
Mstep: Class 41 contains 2291 members 
Mstep: Class 42 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939620.000000 Penalty: 90298.984375
Iteration 114Q: 43 clusters Score -5.493962e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1588 members 
Mstep: Class 3 contains 22362 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 62522 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28753 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 13268 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 74328 members 
Mstep: Class 17 contains 44729 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 108132 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 8457 members 
Mstep: Class 28 contains 8697 members 
Mstep: Class 29 contains 8209 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 25532 members 
Mstep: Class 32 contains 8408 members 
Mstep: Class 33 contains 3198 members 
Mstep: Class 34 contains 10018 members 
Mstep: Class 35 contains 2312 members 
Mstep: Class 36 contains 2348 members 
Mstep: Class 37 contains 4428 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 17800 members 
Mstep: Class 40 contains 7303 members 
Mstep: Class 41 contains 2292 members 
Mstep: Class 42 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939884.000000 Penalty: 90298.984375
Iteration 115Q: 43 clusters Score -5.493988e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 22370 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 62467 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28725 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 7611 members 
Mstep: Class 11 contains 13147 members 
Mstep: Class 12 contains 5680 members 
Mstep: Class 13 contains 14284 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 74318 members 
Mstep: Class 17 contains 44383 members 
Mstep: Class 18 contains 11640 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 108561 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 8466 members 
Mstep: Class 28 contains 8766 members 
Mstep: Class 29 contains 8237 members 
Mstep: Class 30 contains 4430 members 
Mstep: Class 31 contains 25506 members 
Mstep: Class 32 contains 8420 members 
Mstep: Class 33 contains 3179 members 
Mstep: Class 34 contains 10036 members 
Mstep: Class 35 contains 2314 members 
Mstep: Class 36 contains 2347 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 17746 members 
Mstep: Class 40 contains 7292 members 
Mstep: Class 41 contains 2294 members 
Mstep: Class 42 contains 5435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940068.000000 Penalty: 90298.984375
Iteration 116Q: 43 clusters Score -5.494007e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 22379 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 62483 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28704 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 13051 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 14253 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 74293 members 
Mstep: Class 17 contains 44066 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 108869 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4251 members 
Mstep: Class 27 contains 8473 members 
Mstep: Class 28 contains 8816 members 
Mstep: Class 29 contains 8243 members 
Mstep: Class 30 contains 4430 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8437 members 
Mstep: Class 33 contains 3163 members 
Mstep: Class 34 contains 10044 members 
Mstep: Class 35 contains 2313 members 
Mstep: Class 36 contains 2347 members 
Mstep: Class 37 contains 4444 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 17708 members 
Mstep: Class 40 contains 7276 members 
Mstep: Class 41 contains 2295 members 
Mstep: Class 42 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940116.000000 Penalty: 90298.984375
Iteration 117Q: 43 clusters Score -5.494012e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22386 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 7530 members 
Mstep: Class 6 contains 62510 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28661 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 14226 members 
Mstep: Class 14 contains 4088 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 74271 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 109094 members 
Mstep: Class 22 contains 1247 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4298 members 
Mstep: Class 27 contains 8483 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 8268 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 25507 members 
Mstep: Class 32 contains 8445 members 
Mstep: Class 33 contains 3150 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2316 members 
Mstep: Class 36 contains 2348 members 
Mstep: Class 37 contains 4456 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 17663 members 
Mstep: Class 40 contains 7269 members 
Mstep: Class 41 contains 2297 members 
Mstep: Class 42 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54940148.000000 Penalty: 90298.984375
Iteration 118Q: 43 clusters Score -5.494015e+07 nChanged 886
Entering ConstructFrom: 
Score: -54940148.000000 Penalty: 90298.984375
Entering ConstructFrom: 
Trying to split cluster 1 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -421299.156250 Penalty: 1361.824219
	Iteration 0F: 2 clusters Score -421299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -417714.406250 Penalty: 2723.648438
	Iteration 0F: 3 clusters Score -417714.4 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -418742.031250 Penalty: 2723.648438
	Iteration 1F: 3 clusters Score -418742 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -418898.500000 Penalty: 2723.648438
	Iteration 2F: 3 clusters Score -418898.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -418991.281250 Penalty: 2723.648438
	Iteration 3Q: 3 clusters Score -418991.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -419079.250000 Penalty: 2723.648438
	Iteration 4Q: 3 clusters Score -419079.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -419216.250000 Penalty: 2723.648438
	Iteration 5Q: 3 clusters Score -419216.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -419450.343750 Penalty: 2723.648438
	Iteration 6Q: 3 clusters Score -419450.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -419754.093750 Penalty: 2723.648438
	Iteration 7F: 3 clusters Score -419754.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -420041.812500 Penalty: 2723.648438
	Iteration 8F: 3 clusters Score -420041.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -420226.156250 Penalty: 2723.648438
	Iteration 9F: 3 clusters Score -420226.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -420357.625000 Penalty: 2723.648438
	Iteration 10Q: 3 clusters Score -420357.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -420455.031250 Penalty: 2723.648438
	Iteration 11Q: 3 clusters Score -420455 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -420527.656250 Penalty: 2723.648438
	Iteration 12Q: 3 clusters Score -420527.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -420592.750000 Penalty: 2723.648438
	Iteration 13Q: 3 clusters Score -420592.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -420645.125000 Penalty: 2723.648438
	Iteration 14Q: 3 clusters Score -420645.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -420701.656250 Penalty: 2723.648438
	Iteration 15Q: 3 clusters Score -420701.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -420749.875000 Penalty: 2723.648438
	Iteration 16Q: 3 clusters Score -420749.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -420789.687500 Penalty: 2723.648438
	Iteration 17Q: 3 clusters Score -420789.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -420818.250000 Penalty: 2723.648438
	Iteration 18Q: 3 clusters Score -420818.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -420840.093750 Penalty: 2723.648438
	Iteration 19Q: 3 clusters Score -420840.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -420860.343750 Penalty: 2723.648438
	Iteration 20F: 3 clusters Score -420860.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -420875.875000 Penalty: 2723.648438
	Iteration 21Q: 3 clusters Score -420875.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -420886.593750 Penalty: 2723.648438
	Iteration 22Q: 3 clusters Score -420886.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -420895.812500 Penalty: 2723.648438
	Iteration 23Q: 3 clusters Score -420895.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -420899.843750 Penalty: 2723.648438
	Iteration 24Q: 3 clusters Score -420899.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -420903.406250 Penalty: 2723.648438
	Iteration 25Q: 3 clusters Score -420903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -420907.875000 Penalty: 2723.648438
	Iteration 26Q: 3 clusters Score -420907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -420911.625000 Penalty: 2723.648438
	Iteration 27Q: 3 clusters Score -420911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -420913.843750 Penalty: 2723.648438
	Iteration 28Q: 3 clusters Score -420913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -420916.437500 Penalty: 2723.648438
	Iteration 29Q: 3 clusters Score -420916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -420921.468750 Penalty: 2723.648438
	Iteration 30Q: 3 clusters Score -420921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -420923.375000 Penalty: 2723.648438
	Iteration 31Q: 3 clusters Score -420923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -420926.875000 Penalty: 2723.648438
	Iteration 32Q: 3 clusters Score -420926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -420930.937500 Penalty: 2723.648438
	Iteration 33Q: 3 clusters Score -420930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -420933.062500 Penalty: 2723.648438
	Iteration 34Q: 3 clusters Score -420933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -420935.906250 Penalty: 2723.648438
	Iteration 35Q: 3 clusters Score -420935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -420939.093750 Penalty: 2723.648438
	Iteration 36Q: 3 clusters Score -420939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -420940.156250 Penalty: 2723.648438
	Iteration 37Q: 3 clusters Score -420940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -420941.156250 Penalty: 2723.648438
	Iteration 38Q: 3 clusters Score -420941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -420941.156250 Penalty: 2723.648438
	Iteration 39F: 3 clusters Score -420941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -130584.085938 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -130584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128839.203125 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -128839.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129331.445312 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -129331.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -129510.460938 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -129510.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -129655.890625 Penalty: 2394.710449
	Iteration 3F: 3 clusters Score -129655.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129756.359375 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -129756.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129810.320312 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -129810.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -129860.132812 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -129860.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129893.710938 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -129893.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -129919.953125 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -129920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -129943.468750 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -129943.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -129986.671875 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -129986.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130019.156250 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -130019.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130041.812500 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -130041.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130069.914062 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -130069.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130099.929688 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -130099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -130127.117188 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -130127.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130146.093750 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -130146.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130150.718750 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -130150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -130153.351562 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -130153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -130162.007812 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -130162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -130167.937500 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -130167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130168.984375 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -130169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -130172.484375 Penalty: 2394.710449
	Iteration 22Q: 3 clusters Score -130172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130176.773438 Penalty: 2394.710449
	Iteration 23Q: 3 clusters Score -130176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130178.171875 Penalty: 2394.710449
	Iteration 24Q: 3 clusters Score -130178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130180.015625 Penalty: 2394.710449
	Iteration 25Q: 3 clusters Score -130180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130180.554688 Penalty: 2394.710449
	Iteration 26Q: 3 clusters Score -130180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130180.734375 Penalty: 2394.710449
	Iteration 27Q: 3 clusters Score -130180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -130180.734375 Penalty: 2394.710449
	Iteration 28F: 3 clusters Score -130180.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Entering Unmasked Estep 
Score: -2294567.000000 Penalty: 1627.594727
	Iteration 0F: 2 clusters Score -2294567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2279351.500000 Penalty: 3255.189453
	Iteration 0F: 3 clusters Score -2279352 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2284926.000000 Penalty: 3255.189453
	Iteration 1F: 3 clusters Score -2284926 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2285290.000000 Penalty: 3255.189453
	Iteration 2Q: 3 clusters Score -2285290 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2285673.250000 Penalty: 3255.189453
	Iteration 3Q: 3 clusters Score -2285673 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2286077.250000 Penalty: 3255.189453
	Iteration 4Q: 3 clusters Score -2286077 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2286577.250000 Penalty: 3255.189453
	Iteration 5Q: 3 clusters Score -2286577 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2287263.000000 Penalty: 3255.189453
	Iteration 6Q: 3 clusters Score -2287263 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2288196.250000 Penalty: 3255.189453
	Iteration 7F: 3 clusters Score -2288196 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2289296.250000 Penalty: 3255.189453
	Iteration 8F: 3 clusters Score -2289296 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2290305.250000 Penalty: 3255.189453
	Iteration 9F: 3 clusters Score -2290305 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2291184.000000 Penalty: 3255.189453
	Iteration 10Q: 3 clusters Score -2291184 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2291768.250000 Penalty: 3255.189453
	Iteration 11Q: 3 clusters Score -2291768 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2292187.250000 Penalty: 3255.189453
	Iteration 12Q: 3 clusters Score -2292187 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2292507.250000 Penalty: 3255.189453
	Iteration 13Q: 3 clusters Score -2292507 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2292748.750000 Penalty: 3255.189453
	Iteration 14Q: 3 clusters Score -2292749 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2292921.250000 Penalty: 3255.189453
	Iteration 15Q: 3 clusters Score -2292921 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2293039.500000 Penalty: 3255.189453
	Iteration 16Q: 3 clusters Score -2293040 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2293171.000000 Penalty: 3255.189453
	Iteration 17Q: 3 clusters Score -2293171 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2293263.500000 Penalty: 3255.189453
	Iteration 18Q: 3 clusters Score -2293264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2293353.250000 Penalty: 3255.189453
	Iteration 19Q: 3 clusters Score -2293353 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2293414.000000 Penalty: 3255.189453
	Iteration 20F: 3 clusters Score -2293414 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2293464.500000 Penalty: 3255.189453
	Iteration 21Q: 3 clusters Score -2293464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2293505.750000 Penalty: 3255.189453
	Iteration 22Q: 3 clusters Score -2293506 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2293539.250000 Penalty: 3255.189453
	Iteration 23Q: 3 clusters Score -2293539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2293558.000000 Penalty: 3255.189453
	Iteration 24Q: 3 clusters Score -2293558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2293573.750000 Penalty: 3255.189453
	Iteration 25Q: 3 clusters Score -2293574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2293582.250000 Penalty: 3255.189453
	Iteration 26Q: 3 clusters Score -2293582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2293599.250000 Penalty: 3255.189453
	Iteration 27Q: 3 clusters Score -2293599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2293607.000000 Penalty: 3255.189453
	Iteration 28Q: 3 clusters Score -2293607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2293615.500000 Penalty: 3255.189453
	Iteration 29Q: 3 clusters Score -2293616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2293620.000000 Penalty: 3255.189453
	Iteration 30Q: 3 clusters Score -2293620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2293620.750000 Penalty: 3255.189453
	Iteration 31Q: 3 clusters Score -2293621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2293624.250000 Penalty: 3255.189453
	Iteration 32Q: 3 clusters Score -2293624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2293626.750000 Penalty: 3255.189453
	Iteration 33Q: 3 clusters Score -2293627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2293633.750000 Penalty: 3255.189453
	Iteration 34Q: 3 clusters Score -2293634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2293635.250000 Penalty: 3255.189453
	Iteration 35Q: 3 clusters Score -2293635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2293638.000000 Penalty: 3255.189453
	Iteration 36Q: 3 clusters Score -2293638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2293641.500000 Penalty: 3255.189453
	Iteration 37Q: 3 clusters Score -2293642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2293640.750000 Penalty: 3255.189453
	Iteration 38Q: 3 clusters Score -2293641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2293643.250000 Penalty: 3255.189453
	Iteration 39Q: 3 clusters Score -2293643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2293649.250000 Penalty: 3255.189453
	Iteration 40F: 3 clusters Score -2293649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2293647.500000 Penalty: 3255.189453
	Iteration 41Q: 3 clusters Score -2293648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2293649.500000 Penalty: 3255.189453
	Iteration 42Q: 3 clusters Score -2293650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2293653.000000 Penalty: 3255.189453
	Iteration 43Q: 3 clusters Score -2293653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2293652.250000 Penalty: 3255.189453
	Iteration 44Q: 3 clusters Score -2293652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2293652.500000 Penalty: 3255.189453
	Iteration 45Q: 3 clusters Score -2293652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2293652.500000 Penalty: 3255.189453
	Iteration 46F: 3 clusters Score -2293652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -166308.828125 Penalty: 1202.501587
	Iteration 0F: 2 clusters Score -166308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -164429.921875 Penalty: 2405.003174
	Iteration 0F: 3 clusters Score -164429.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -164790.703125 Penalty: 2405.003174
	Iteration 1F: 3 clusters Score -164790.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164883.250000 Penalty: 2405.003174
	Iteration 2F: 3 clusters Score -164883.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164952.265625 Penalty: 2405.003174
	Iteration 3Q: 3 clusters Score -164952.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -164995.562500 Penalty: 2405.003174
	Iteration 4Q: 3 clusters Score -164995.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165015.343750 Penalty: 2405.003174
	Iteration 5Q: 3 clusters Score -165015.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165030.000000 Penalty: 2405.003174
	Iteration 6Q: 3 clusters Score -165030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165040.875000 Penalty: 2405.003174
	Iteration 7Q: 3 clusters Score -165040.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -165053.125000 Penalty: 2405.003174
	Iteration 8Q: 3 clusters Score -165053.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165073.109375 Penalty: 2405.003174
	Iteration 9Q: 3 clusters Score -165073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165085.781250 Penalty: 2405.003174
	Iteration 10Q: 3 clusters Score -165085.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165099.984375 Penalty: 2405.003174
	Iteration 11Q: 3 clusters Score -165100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -165112.703125 Penalty: 2405.003174
	Iteration 12Q: 3 clusters Score -165112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -165120.468750 Penalty: 2405.003174
	Iteration 13Q: 3 clusters Score -165120.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -165127.078125 Penalty: 2405.003174
	Iteration 14Q: 3 clusters Score -165127.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -165134.109375 Penalty: 2405.003174
	Iteration 15Q: 3 clusters Score -165134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165141.359375 Penalty: 2405.003174
	Iteration 16Q: 3 clusters Score -165141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -165148.671875 Penalty: 2405.003174
	Iteration 17Q: 3 clusters Score -165148.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -165152.468750 Penalty: 2405.003174
	Iteration 18Q: 3 clusters Score -165152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165157.687500 Penalty: 2405.003174
	Iteration 19Q: 3 clusters Score -165157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -165162.546875 Penalty: 2405.003174
	Iteration 20F: 3 clusters Score -165162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -165166.125000 Penalty: 2405.003174
	Iteration 21Q: 3 clusters Score -165166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -165167.125000 Penalty: 2405.003174
	Iteration 22Q: 3 clusters Score -165167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -165168.578125 Penalty: 2405.003174
	Iteration 23Q: 3 clusters Score -165168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165169.171875 Penalty: 2405.003174
	Iteration 24Q: 3 clusters Score -165169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165169.421875 Penalty: 2405.003174
	Iteration 25Q: 3 clusters Score -165169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165169.890625 Penalty: 2405.003174
	Iteration 26Q: 3 clusters Score -165169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -165169.890625 Penalty: 2405.003174
	Iteration 27F: 3 clusters Score -165169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Entering Unmasked Estep 
Score: -773615.937500 Penalty: 1450.602295
	Iteration 0F: 2 clusters Score -773615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -768067.562500 Penalty: 2901.204590
	Iteration 0F: 3 clusters Score -768067.6 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -769736.625000 Penalty: 2901.204590
	Iteration 1F: 3 clusters Score -769736.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -769948.187500 Penalty: 2901.204590
	Iteration 2F: 3 clusters Score -769948.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -770113.062500 Penalty: 2901.204590
	Iteration 3Q: 3 clusters Score -770113.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -770243.375000 Penalty: 2901.204590
	Iteration 4Q: 3 clusters Score -770243.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -770385.500000 Penalty: 2901.204590
	Iteration 5Q: 3 clusters Score -770385.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -770524.312500 Penalty: 2901.204590
	Iteration 6Q: 3 clusters Score -770524.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -770698.562500 Penalty: 2901.204590
	Iteration 7Q: 3 clusters Score -770698.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -770904.500000 Penalty: 2901.204590
	Iteration 8Q: 3 clusters Score -770904.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -771123.937500 Penalty: 2901.204590
	Iteration 9Q: 3 clusters Score -771123.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -771344.125000 Penalty: 2901.204590
	Iteration 10Q: 3 clusters Score -771344.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -771548.687500 Penalty: 2901.204590
	Iteration 11Q: 3 clusters Score -771548.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -771720.250000 Penalty: 2901.204590
	Iteration 12Q: 3 clusters Score -771720.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -771854.000000 Penalty: 2901.204590
	Iteration 13Q: 3 clusters Score -771854 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -771958.437500 Penalty: 2901.204590
	Iteration 14Q: 3 clusters Score -771958.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -772028.937500 Penalty: 2901.204590
	Iteration 15Q: 3 clusters Score -772028.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -772100.250000 Penalty: 2901.204590
	Iteration 16Q: 3 clusters Score -772100.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -772153.000000 Penalty: 2901.204590
	Iteration 17Q: 3 clusters Score -772153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -772195.062500 Penalty: 2901.204590
	Iteration 18Q: 3 clusters Score -772195.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -772221.750000 Penalty: 2901.204590
	Iteration 19Q: 3 clusters Score -772221.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -772241.312500 Penalty: 2901.204590
	Iteration 20F: 3 clusters Score -772241.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -772261.312500 Penalty: 2901.204590
	Iteration 21Q: 3 clusters Score -772261.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -772273.250000 Penalty: 2901.204590
	Iteration 22Q: 3 clusters Score -772273.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -772283.812500 Penalty: 2901.204590
	Iteration 23Q: 3 clusters Score -772283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -772291.000000 Penalty: 2901.204590
	Iteration 24Q: 3 clusters Score -772291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -772300.437500 Penalty: 2901.204590
	Iteration 25Q: 3 clusters Score -772300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -772313.937500 Penalty: 2901.204590
	Iteration 26Q: 3 clusters Score -772313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -772322.812500 Penalty: 2901.204590
	Iteration 27Q: 3 clusters Score -772322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -772326.812500 Penalty: 2901.204590
	Iteration 28Q: 3 clusters Score -772326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -772333.812500 Penalty: 2901.204590
	Iteration 29Q: 3 clusters Score -772333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -772336.625000 Penalty: 2901.204590
	Iteration 30Q: 3 clusters Score -772336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -772336.875000 Penalty: 2901.204590
	Iteration 31Q: 3 clusters Score -772336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -772336.875000 Penalty: 2901.204590
	Iteration 32F: 3 clusters Score -772336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Entering Unmasked Estep 
Score: -6412698.500000 Penalty: 1794.586548
	Iteration 0F: 2 clusters Score -6412698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -6370667.500000 Penalty: 3589.173096
	Iteration 0F: 3 clusters Score -6370668 nChanged 29753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -6388246.500000 Penalty: 3589.173096
	Iteration 1F: 3 clusters Score -6388246 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -6389461.500000 Penalty: 3589.173096
	Iteration 2Q: 3 clusters Score -6389462 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -6391667.000000 Penalty: 3589.173096
	Iteration 3F: 3 clusters Score -6391667 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -6395168.500000 Penalty: 3589.173096
	Iteration 4F: 3 clusters Score -6395168 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6399823.500000 Penalty: 3589.173096
	Iteration 5F: 3 clusters Score -6399824 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6404636.500000 Penalty: 3589.173096
	Iteration 6F: 3 clusters Score -6404636 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -6408075.500000 Penalty: 3589.173096
	Iteration 7F: 3 clusters Score -6408076 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -6409898.500000 Penalty: 3589.173096
	Iteration 8Q: 3 clusters Score -6409898 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -6410637.000000 Penalty: 3589.173096
	Iteration 9Q: 3 clusters Score -6410637 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -6410954.500000 Penalty: 3589.173096
	Iteration 10Q: 3 clusters Score -6410954 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -6411065.000000 Penalty: 3589.173096
	Iteration 11Q: 3 clusters Score -6411065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -6411138.500000 Penalty: 3589.173096
	Iteration 12Q: 3 clusters Score -6411138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -6411176.000000 Penalty: 3589.173096
	Iteration 13Q: 3 clusters Score -6411176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -6411185.500000 Penalty: 3589.173096
	Iteration 14Q: 3 clusters Score -6411186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -6411202.500000 Penalty: 3589.173096
	Iteration 15Q: 3 clusters Score -6411202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -6411218.500000 Penalty: 3589.173096
	Iteration 16Q: 3 clusters Score -6411218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -6411230.000000 Penalty: 3589.173096
	Iteration 17Q: 3 clusters Score -6411230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -6411230.000000 Penalty: 3589.173096
	Iteration 18Q: 3 clusters Score -6411230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -6411237.000000 Penalty: 3589.173096
	Iteration 19Q: 3 clusters Score -6411237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -6411246.000000 Penalty: 3589.173096
	Iteration 20F: 3 clusters Score -6411246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -6411250.000000 Penalty: 3589.173096
	Iteration 21Q: 3 clusters Score -6411250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -6411253.500000 Penalty: 3589.173096
	Iteration 22Q: 3 clusters Score -6411254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -6411251.000000 Penalty: 3589.173096
	Iteration 23Q: 3 clusters Score -6411251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -6411247.500000 Penalty: 3589.173096
	Iteration 24Q: 3 clusters Score -6411248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -6411253.500000 Penalty: 3589.173096
	Iteration 25Q: 3 clusters Score -6411254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -6411258.500000 Penalty: 3589.173096
	Iteration 26Q: 3 clusters Score -6411258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -6411257.000000 Penalty: 3589.173096
	Iteration 27Q: 3 clusters Score -6411257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -6411258.500000 Penalty: 3589.173096
	Iteration 28Q: 3 clusters Score -6411258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -6411258.500000 Penalty: 3589.173096
	Iteration 29F: 3 clusters Score -6411258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -189093.093750 Penalty: 1230.782349
	Iteration 0F: 2 clusters Score -189093.1 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 988 members 
Entering Unmasked Estep 
Score: -187060.968750 Penalty: 2461.564697
	Iteration 0F: 3 clusters Score -187061 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -187516.593750 Penalty: 2461.564697
	Iteration 1F: 3 clusters Score -187516.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187651.421875 Penalty: 2461.564697
	Iteration 2F: 3 clusters Score -187651.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -187744.406250 Penalty: 2461.564697
	Iteration 3F: 3 clusters Score -187744.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187806.656250 Penalty: 2461.564697
	Iteration 4Q: 3 clusters Score -187806.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -187858.046875 Penalty: 2461.564697
	Iteration 5Q: 3 clusters Score -187858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187899.781250 Penalty: 2461.564697
	Iteration 6Q: 3 clusters Score -187899.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -187931.718750 Penalty: 2461.564697
	Iteration 7Q: 3 clusters Score -187931.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -187961.812500 Penalty: 2461.564697
	Iteration 8Q: 3 clusters Score -187961.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -187992.265625 Penalty: 2461.564697
	Iteration 9Q: 3 clusters Score -187992.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -188017.484375 Penalty: 2461.564697
	Iteration 10Q: 3 clusters Score -188017.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -188051.125000 Penalty: 2461.564697
	Iteration 11Q: 3 clusters Score -188051.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -188077.312500 Penalty: 2461.564697
	Iteration 12Q: 3 clusters Score -188077.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188090.593750 Penalty: 2461.564697
	Iteration 13Q: 3 clusters Score -188090.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -188102.796875 Penalty: 2461.564697
	Iteration 14Q: 3 clusters Score -188102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -188124.609375 Penalty: 2461.564697
	Iteration 15Q: 3 clusters Score -188124.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -188142.078125 Penalty: 2461.564697
	Iteration 16Q: 3 clusters Score -188142.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188156.718750 Penalty: 2461.564697
	Iteration 17Q: 3 clusters Score -188156.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188172.156250 Penalty: 2461.564697
	Iteration 18Q: 3 clusters Score -188172.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -188190.703125 Penalty: 2461.564697
	Iteration 19Q: 3 clusters Score -188190.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -188206.234375 Penalty: 2461.564697
	Iteration 20F: 3 clusters Score -188206.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188219.203125 Penalty: 2461.564697
	Iteration 21Q: 3 clusters Score -188219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188228.234375 Penalty: 2461.564697
	Iteration 22Q: 3 clusters Score -188228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188230.359375 Penalty: 2461.564697
	Iteration 23Q: 3 clusters Score -188230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188232.734375 Penalty: 2461.564697
	Iteration 24Q: 3 clusters Score -188232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188234.109375 Penalty: 2461.564697
	Iteration 25Q: 3 clusters Score -188234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188234.203125 Penalty: 2461.564697
	Iteration 26Q: 3 clusters Score -188234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -188234.687500 Penalty: 2461.564697
	Iteration 27Q: 3 clusters Score -188234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188235.687500 Penalty: 2461.564697
	Iteration 28Q: 3 clusters Score -188235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188237.734375 Penalty: 2461.564697
	Iteration 29Q: 3 clusters Score -188237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188240.437500 Penalty: 2461.564697
	Iteration 30Q: 3 clusters Score -188240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -188242.562500 Penalty: 2461.564697
	Iteration 31Q: 3 clusters Score -188242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188245.281250 Penalty: 2461.564697
	Iteration 32Q: 3 clusters Score -188245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188246.046875 Penalty: 2461.564697
	Iteration 33Q: 3 clusters Score -188246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188247.156250 Penalty: 2461.564697
	Iteration 34Q: 3 clusters Score -188247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188247.156250 Penalty: 2461.564697
	Iteration 35F: 3 clusters Score -188247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Entering Unmasked Estep 
Score: -2902415.500000 Penalty: 1667.711426
	Iteration 0F: 2 clusters Score -2902416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2883269.250000 Penalty: 3335.422852
	Iteration 0F: 3 clusters Score -2883269 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2890421.250000 Penalty: 3335.422852
	Iteration 1F: 3 clusters Score -2890421 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2890892.000000 Penalty: 3335.422852
	Iteration 2Q: 3 clusters Score -2890892 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2891411.500000 Penalty: 3335.422852
	Iteration 3Q: 3 clusters Score -2891412 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2892124.750000 Penalty: 3335.422852
	Iteration 4Q: 3 clusters Score -2892125 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2893068.250000 Penalty: 3335.422852
	Iteration 5F: 3 clusters Score -2893068 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2894354.750000 Penalty: 3335.422852
	Iteration 6F: 3 clusters Score -2894355 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2895993.750000 Penalty: 3335.422852
	Iteration 7F: 3 clusters Score -2895994 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2897827.500000 Penalty: 3335.422852
	Iteration 8F: 3 clusters Score -2897828 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -2899223.250000 Penalty: 3335.422852
	Iteration 9F: 3 clusters Score -2899223 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2900094.750000 Penalty: 3335.422852
	Iteration 10Q: 3 clusters Score -2900095 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -2900552.250000 Penalty: 3335.422852
	Iteration 11Q: 3 clusters Score -2900552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2900741.000000 Penalty: 3335.422852
	Iteration 12Q: 3 clusters Score -2900741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2900823.250000 Penalty: 3335.422852
	Iteration 13Q: 3 clusters Score -2900823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2900863.250000 Penalty: 3335.422852
	Iteration 14Q: 3 clusters Score -2900863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2900880.750000 Penalty: 3335.422852
	Iteration 15Q: 3 clusters Score -2900881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2900891.250000 Penalty: 3335.422852
	Iteration 16Q: 3 clusters Score -2900891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2900896.500000 Penalty: 3335.422852
	Iteration 17Q: 3 clusters Score -2900896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2900898.500000 Penalty: 3335.422852
	Iteration 18Q: 3 clusters Score -2900898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -2900903.000000 Penalty: 3335.422852
	Iteration 19Q: 3 clusters Score -2900903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -2900905.500000 Penalty: 3335.422852
	Iteration 20F: 3 clusters Score -2900906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -2900909.500000 Penalty: 3335.422852
	Iteration 21Q: 3 clusters Score -2900910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -2900909.500000 Penalty: 3335.422852
	Iteration 22F: 3 clusters Score -2900910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -424896.812500 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -424896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -421374.468750 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -421374.5 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -422432.468750 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -422432.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -422646.718750 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -422646.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -422787.031250 Penalty: 2723.797607
	Iteration 3F: 3 clusters Score -422787 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -422936.875000 Penalty: 2723.797607
	Iteration 4Q: 3 clusters Score -422936.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -423107.687500 Penalty: 2723.797607
	Iteration 5F: 3 clusters Score -423107.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -423275.625000 Penalty: 2723.797607
	Iteration 6F: 3 clusters Score -423275.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -423419.906250 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -423419.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -423504.875000 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -423504.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -423544.750000 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -423544.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -423573.593750 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -423573.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -423591.343750 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -423591.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -423607.375000 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -423607.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -423619.468750 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -423619.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -423630.875000 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -423630.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -423642.843750 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -423642.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -423652.781250 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -423652.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -423663.000000 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -423663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -423670.937500 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -423670.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -423679.281250 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -423679.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -423687.625000 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -423687.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -423698.750000 Penalty: 2723.797607
	Iteration 21Q: 3 clusters Score -423698.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -423707.343750 Penalty: 2723.797607
	Iteration 22Q: 3 clusters Score -423707.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -423713.781250 Penalty: 2723.797607
	Iteration 23Q: 3 clusters Score -423713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -423716.375000 Penalty: 2723.797607
	Iteration 24Q: 3 clusters Score -423716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -423718.687500 Penalty: 2723.797607
	Iteration 25Q: 3 clusters Score -423718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -423722.125000 Penalty: 2723.797607
	Iteration 26Q: 3 clusters Score -423722.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -423726.031250 Penalty: 2723.797607
	Iteration 27Q: 3 clusters Score -423726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -423729.000000 Penalty: 2723.797607
	Iteration 28Q: 3 clusters Score -423729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -423731.031250 Penalty: 2723.797607
	Iteration 29Q: 3 clusters Score -423731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -423732.343750 Penalty: 2723.797607
	Iteration 30Q: 3 clusters Score -423732.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -423733.656250 Penalty: 2723.797607
	Iteration 31Q: 3 clusters Score -423733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -423737.406250 Penalty: 2723.797607
	Iteration 32Q: 3 clusters Score -423737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -423740.281250 Penalty: 2723.797607
	Iteration 33Q: 3 clusters Score -423740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -423741.562500 Penalty: 2723.797607
	Iteration 34Q: 3 clusters Score -423741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -423742.687500 Penalty: 2723.797607
	Iteration 35Q: 3 clusters Score -423742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -423744.562500 Penalty: 2723.797607
	Iteration 36Q: 3 clusters Score -423744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -423746.656250 Penalty: 2723.797607
	Iteration 37Q: 3 clusters Score -423746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -423747.812500 Penalty: 2723.797607
	Iteration 38Q: 3 clusters Score -423747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -423748.625000 Penalty: 2723.797607
	Iteration 39Q: 3 clusters Score -423748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -423749.625000 Penalty: 2723.797607
	Iteration 40F: 3 clusters Score -423749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -423749.781250 Penalty: 2723.797607
	Iteration 41Q: 3 clusters Score -423749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -423750.968750 Penalty: 2723.797607
	Iteration 42Q: 3 clusters Score -423751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -423752.375000 Penalty: 2723.797607
	Iteration 43Q: 3 clusters Score -423752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -423752.906250 Penalty: 2723.797607
	Iteration 44Q: 3 clusters Score -423752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -423752.406250 Penalty: 2723.797607
	Iteration 45Q: 3 clusters Score -423752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -423754.156250 Penalty: 2723.797607
	Iteration 46Q: 3 clusters Score -423754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -423754.250000 Penalty: 2723.797607
	Iteration 47Q: 3 clusters Score -423754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -423757.062500 Penalty: 2723.797607
	Iteration 48Q: 3 clusters Score -423757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -423760.218750 Penalty: 2723.797607
	Iteration 49Q: 3 clusters Score -423760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -423765.625000 Penalty: 2723.797607
	Iteration 50Q: 3 clusters Score -423765.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -423770.843750 Penalty: 2723.797607
	Iteration 51Q: 3 clusters Score -423770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -423774.062500 Penalty: 2723.797607
	Iteration 52Q: 3 clusters Score -423774.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -423778.593750 Penalty: 2723.797607
	Iteration 53Q: 3 clusters Score -423778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -423784.656250 Penalty: 2723.797607
	Iteration 54Q: 3 clusters Score -423784.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -423794.250000 Penalty: 2723.797607
	Iteration 55Q: 3 clusters Score -423794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -423796.875000 Penalty: 2723.797607
	Iteration 56Q: 3 clusters Score -423796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -423801.875000 Penalty: 2723.797607
	Iteration 57Q: 3 clusters Score -423801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -423806.281250 Penalty: 2723.797607
	Iteration 58Q: 3 clusters Score -423806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -423813.125000 Penalty: 2723.797607
	Iteration 59Q: 3 clusters Score -423813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -423817.812500 Penalty: 2723.797607
	Iteration 60F: 3 clusters Score -423817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -423820.687500 Penalty: 2723.797607
	Iteration 61Q: 3 clusters Score -423820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -423822.062500 Penalty: 2723.797607
	Iteration 62Q: 3 clusters Score -423822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -423822.531250 Penalty: 2723.797607
	Iteration 63Q: 3 clusters Score -423822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -423822.750000 Penalty: 2723.797607
	Iteration 64Q: 3 clusters Score -423822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -423822.750000 Penalty: 2723.797607
	Iteration 65F: 3 clusters Score -423822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Entering Unmasked Estep 
Score: -783228.250000 Penalty: 1453.447021
	Iteration 0F: 2 clusters Score -783228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -777605.562500 Penalty: 2906.894043
	Iteration 0F: 3 clusters Score -777605.6 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -779451.437500 Penalty: 2906.894043
	Iteration 1F: 3 clusters Score -779451.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -779746.562500 Penalty: 2906.894043
	Iteration 2F: 3 clusters Score -779746.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -779989.812500 Penalty: 2906.894043
	Iteration 3F: 3 clusters Score -779989.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -780191.187500 Penalty: 2906.894043
	Iteration 4Q: 3 clusters Score -780191.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -780389.000000 Penalty: 2906.894043
	Iteration 5Q: 3 clusters Score -780389 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -780621.937500 Penalty: 2906.894043
	Iteration 6Q: 3 clusters Score -780621.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -780936.312500 Penalty: 2906.894043
	Iteration 7F: 3 clusters Score -780936.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -781289.750000 Penalty: 2906.894043
	Iteration 8F: 3 clusters Score -781289.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -781622.625000 Penalty: 2906.894043
	Iteration 9F: 3 clusters Score -781622.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -781913.000000 Penalty: 2906.894043
	Iteration 10Q: 3 clusters Score -781913 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -782196.687500 Penalty: 2906.894043
	Iteration 11Q: 3 clusters Score -782196.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -782439.750000 Penalty: 2906.894043
	Iteration 12Q: 3 clusters Score -782439.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -782599.250000 Penalty: 2906.894043
	Iteration 13Q: 3 clusters Score -782599.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -782707.062500 Penalty: 2906.894043
	Iteration 14Q: 3 clusters Score -782707.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -782785.937500 Penalty: 2906.894043
	Iteration 15Q: 3 clusters Score -782785.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -782823.312500 Penalty: 2906.894043
	Iteration 16Q: 3 clusters Score -782823.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -782844.312500 Penalty: 2906.894043
	Iteration 17Q: 3 clusters Score -782844.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -782850.375000 Penalty: 2906.894043
	Iteration 18Q: 3 clusters Score -782850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -782856.312500 Penalty: 2906.894043
	Iteration 19Q: 3 clusters Score -782856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -782857.187500 Penalty: 2906.894043
	Iteration 20F: 3 clusters Score -782857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -782857.250000 Penalty: 2906.894043
	Iteration 21Q: 3 clusters Score -782857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -782857.937500 Penalty: 2906.894043
	Iteration 22Q: 3 clusters Score -782857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -782857.937500 Penalty: 2906.894043
	Iteration 23F: 3 clusters Score -782857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Entering Unmasked Estep 
Score: -1271482.125000 Penalty: 1538.286255
	Iteration 0F: 2 clusters Score -1271482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1262418.875000 Penalty: 3076.572510
	Iteration 0F: 3 clusters Score -1262419 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1265743.375000 Penalty: 3076.572510
	Iteration 1F: 3 clusters Score -1265743 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1266388.250000 Penalty: 3076.572510
	Iteration 2F: 3 clusters Score -1266388 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1267083.625000 Penalty: 3076.572510
	Iteration 3F: 3 clusters Score -1267084 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1267691.375000 Penalty: 3076.572510
	Iteration 4F: 3 clusters Score -1267691 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1268157.500000 Penalty: 3076.572510
	Iteration 5F: 3 clusters Score -1268158 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1268518.375000 Penalty: 3076.572510
	Iteration 6Q: 3 clusters Score -1268518 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1268789.500000 Penalty: 3076.572510
	Iteration 7Q: 3 clusters Score -1268790 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1268957.500000 Penalty: 3076.572510
	Iteration 8Q: 3 clusters Score -1268958 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1269104.500000 Penalty: 3076.572510
	Iteration 9Q: 3 clusters Score -1269104 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1269223.875000 Penalty: 3076.572510
	Iteration 10Q: 3 clusters Score -1269224 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1269333.250000 Penalty: 3076.572510
	Iteration 11Q: 3 clusters Score -1269333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1269408.000000 Penalty: 3076.572510
	Iteration 12Q: 3 clusters Score -1269408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1269470.500000 Penalty: 3076.572510
	Iteration 13Q: 3 clusters Score -1269470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1269520.250000 Penalty: 3076.572510
	Iteration 14Q: 3 clusters Score -1269520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1269574.375000 Penalty: 3076.572510
	Iteration 15Q: 3 clusters Score -1269574 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1269629.000000 Penalty: 3076.572510
	Iteration 16Q: 3 clusters Score -1269629 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1269667.125000 Penalty: 3076.572510
	Iteration 17Q: 3 clusters Score -1269667 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1269709.375000 Penalty: 3076.572510
	Iteration 18Q: 3 clusters Score -1269709 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1269746.250000 Penalty: 3076.572510
	Iteration 19Q: 3 clusters Score -1269746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1269789.125000 Penalty: 3076.572510
	Iteration 20F: 3 clusters Score -1269789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1269822.500000 Penalty: 3076.572510
	Iteration 21Q: 3 clusters Score -1269822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1269836.875000 Penalty: 3076.572510
	Iteration 22Q: 3 clusters Score -1269837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1269862.250000 Penalty: 3076.572510
	Iteration 23Q: 3 clusters Score -1269862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1269874.750000 Penalty: 3076.572510
	Iteration 24Q: 3 clusters Score -1269875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1269891.500000 Penalty: 3076.572510
	Iteration 25Q: 3 clusters Score -1269892 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1269919.625000 Penalty: 3076.572510
	Iteration 26Q: 3 clusters Score -1269920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1269936.875000 Penalty: 3076.572510
	Iteration 27Q: 3 clusters Score -1269937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1269959.750000 Penalty: 3076.572510
	Iteration 28Q: 3 clusters Score -1269960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1269976.250000 Penalty: 3076.572510
	Iteration 29Q: 3 clusters Score -1269976 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1270003.500000 Penalty: 3076.572510
	Iteration 30Q: 3 clusters Score -1270004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1270028.875000 Penalty: 3076.572510
	Iteration 31Q: 3 clusters Score -1270029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1270061.000000 Penalty: 3076.572510
	Iteration 32Q: 3 clusters Score -1270061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1270085.250000 Penalty: 3076.572510
	Iteration 33Q: 3 clusters Score -1270085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1270121.500000 Penalty: 3076.572510
	Iteration 34Q: 3 clusters Score -1270122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1270146.875000 Penalty: 3076.572510
	Iteration 35Q: 3 clusters Score -1270147 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1270177.250000 Penalty: 3076.572510
	Iteration 36Q: 3 clusters Score -1270177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1270205.375000 Penalty: 3076.572510
	Iteration 37Q: 3 clusters Score -1270205 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1270241.875000 Penalty: 3076.572510
	Iteration 38Q: 3 clusters Score -1270242 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1270268.125000 Penalty: 3076.572510
	Iteration 39Q: 3 clusters Score -1270268 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1270296.125000 Penalty: 3076.572510
	Iteration 40F: 3 clusters Score -1270296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1270333.750000 Penalty: 3076.572510
	Iteration 41Q: 3 clusters Score -1270334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1270373.500000 Penalty: 3076.572510
	Iteration 42Q: 3 clusters Score -1270374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1270402.625000 Penalty: 3076.572510
	Iteration 43Q: 3 clusters Score -1270403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1270417.250000 Penalty: 3076.572510
	Iteration 44Q: 3 clusters Score -1270417 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1270441.875000 Penalty: 3076.572510
	Iteration 45Q: 3 clusters Score -1270442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1270459.000000 Penalty: 3076.572510
	Iteration 46Q: 3 clusters Score -1270459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1270483.125000 Penalty: 3076.572510
	Iteration 47Q: 3 clusters Score -1270483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1270498.500000 Penalty: 3076.572510
	Iteration 48Q: 3 clusters Score -1270498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1270521.375000 Penalty: 3076.572510
	Iteration 49Q: 3 clusters Score -1270521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1270532.875000 Penalty: 3076.572510
	Iteration 50Q: 3 clusters Score -1270533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1270546.125000 Penalty: 3076.572510
	Iteration 51Q: 3 clusters Score -1270546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1270554.375000 Penalty: 3076.572510
	Iteration 52Q: 3 clusters Score -1270554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1270561.750000 Penalty: 3076.572510
	Iteration 53Q: 3 clusters Score -1270562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1270570.125000 Penalty: 3076.572510
	Iteration 54Q: 3 clusters Score -1270570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1270579.125000 Penalty: 3076.572510
	Iteration 55Q: 3 clusters Score -1270579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1270588.500000 Penalty: 3076.572510
	Iteration 56Q: 3 clusters Score -1270588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1270591.875000 Penalty: 3076.572510
	Iteration 57Q: 3 clusters Score -1270592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1270591.625000 Penalty: 3076.572510
	Iteration 58Q: 3 clusters Score -1270592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1270594.625000 Penalty: 3076.572510
	Iteration 59Q: 3 clusters Score -1270595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1270597.875000 Penalty: 3076.572510
	Iteration 60F: 3 clusters Score -1270598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1270602.125000 Penalty: 3076.572510
	Iteration 61Q: 3 clusters Score -1270602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1270605.250000 Penalty: 3076.572510
	Iteration 62Q: 3 clusters Score -1270605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1270610.875000 Penalty: 3076.572510
	Iteration 63Q: 3 clusters Score -1270611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1270609.500000 Penalty: 3076.572510
	Iteration 64Q: 3 clusters Score -1270610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1270614.375000 Penalty: 3076.572510
	Iteration 65Q: 3 clusters Score -1270614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1270618.625000 Penalty: 3076.572510
	Iteration 66Q: 3 clusters Score -1270619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1270622.750000 Penalty: 3076.572510
	Iteration 67Q: 3 clusters Score -1270623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1270628.750000 Penalty: 3076.572510
	Iteration 68Q: 3 clusters Score -1270629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1270634.500000 Penalty: 3076.572510
	Iteration 69Q: 3 clusters Score -1270634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1270640.125000 Penalty: 3076.572510
	Iteration 70Q: 3 clusters Score -1270640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1270648.250000 Penalty: 3076.572510
	Iteration 71Q: 3 clusters Score -1270648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1270652.500000 Penalty: 3076.572510
	Iteration 72Q: 3 clusters Score -1270652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1270653.875000 Penalty: 3076.572510
	Iteration 73Q: 3 clusters Score -1270654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1270659.000000 Penalty: 3076.572510
	Iteration 74Q: 3 clusters Score -1270659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1270659.375000 Penalty: 3076.572510
	Iteration 75Q: 3 clusters Score -1270659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1270660.375000 Penalty: 3076.572510
	Iteration 76Q: 3 clusters Score -1270660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1270662.250000 Penalty: 3076.572510
	Iteration 77Q: 3 clusters Score -1270662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1270663.000000 Penalty: 3076.572510
	Iteration 78Q: 3 clusters Score -1270663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1270665.500000 Penalty: 3076.572510
	Iteration 79Q: 3 clusters Score -1270666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1270668.125000 Penalty: 3076.572510
	Iteration 80F: 3 clusters Score -1270668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1270667.625000 Penalty: 3076.572510
	Iteration 81Q: 3 clusters Score -1270668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1270671.125000 Penalty: 3076.572510
	Iteration 82Q: 3 clusters Score -1270671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1270667.875000 Penalty: 3076.572510
	Iteration 83Q: 3 clusters Score -1270668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1270671.250000 Penalty: 3076.572510
	Iteration 84Q: 3 clusters Score -1270671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1270669.750000 Penalty: 3076.572510
	Iteration 85Q: 3 clusters Score -1270670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1270670.250000 Penalty: 3076.572510
	Iteration 86Q: 3 clusters Score -1270670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1270670.250000 Penalty: 3076.572510
	Iteration 87F: 3 clusters Score -1270670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -566173.250000 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -566173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -561770.625000 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -561770.6 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -563039.250000 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -563039.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -563208.937500 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -563208.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -563355.625000 Penalty: 2810.101318
	Iteration 3Q: 3 clusters Score -563355.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -563477.375000 Penalty: 2810.101318
	Iteration 4Q: 3 clusters Score -563477.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -563605.875000 Penalty: 2810.101318
	Iteration 5Q: 3 clusters Score -563605.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -563722.062500 Penalty: 2810.101318
	Iteration 6Q: 3 clusters Score -563722.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -563851.437500 Penalty: 2810.101318
	Iteration 7Q: 3 clusters Score -563851.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -563982.062500 Penalty: 2810.101318
	Iteration 8Q: 3 clusters Score -563982.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -564111.562500 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -564111.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -564237.562500 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -564237.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -564374.875000 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -564374.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -564547.000000 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -564547 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -564707.375000 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -564707.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -564860.375000 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -564860.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -564950.937500 Penalty: 2810.101318
	Iteration 15Q: 3 clusters Score -564950.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -565000.812500 Penalty: 2810.101318
	Iteration 16Q: 3 clusters Score -565000.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -565030.500000 Penalty: 2810.101318
	Iteration 17Q: 3 clusters Score -565030.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -565051.062500 Penalty: 2810.101318
	Iteration 18Q: 3 clusters Score -565051.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -565068.500000 Penalty: 2810.101318
	Iteration 19Q: 3 clusters Score -565068.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -565082.062500 Penalty: 2810.101318
	Iteration 20F: 3 clusters Score -565082.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -565090.625000 Penalty: 2810.101318
	Iteration 21Q: 3 clusters Score -565090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -565094.250000 Penalty: 2810.101318
	Iteration 22Q: 3 clusters Score -565094.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -565099.062500 Penalty: 2810.101318
	Iteration 23Q: 3 clusters Score -565099.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -565102.625000 Penalty: 2810.101318
	Iteration 24Q: 3 clusters Score -565102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -565105.437500 Penalty: 2810.101318
	Iteration 25Q: 3 clusters Score -565105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -565108.375000 Penalty: 2810.101318
	Iteration 26Q: 3 clusters Score -565108.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -565113.125000 Penalty: 2810.101318
	Iteration 27Q: 3 clusters Score -565113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -565114.875000 Penalty: 2810.101318
	Iteration 28Q: 3 clusters Score -565114.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -565114.937500 Penalty: 2810.101318
	Iteration 29Q: 3 clusters Score -565114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -565116.437500 Penalty: 2810.101318
	Iteration 30Q: 3 clusters Score -565116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -565121.250000 Penalty: 2810.101318
	Iteration 31Q: 3 clusters Score -565121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -565123.500000 Penalty: 2810.101318
	Iteration 32Q: 3 clusters Score -565123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -565127.437500 Penalty: 2810.101318
	Iteration 33Q: 3 clusters Score -565127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -565126.875000 Penalty: 2810.101318
	Iteration 34Q: 3 clusters Score -565126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -565126.937500 Penalty: 2810.101318
	Iteration 35Q: 3 clusters Score -565126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -565127.375000 Penalty: 2810.101318
	Iteration 36Q: 3 clusters Score -565127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -565127.812500 Penalty: 2810.101318
	Iteration 37Q: 3 clusters Score -565127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -565128.937500 Penalty: 2810.101318
	Iteration 38Q: 3 clusters Score -565128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -565130.750000 Penalty: 2810.101318
	Iteration 39Q: 3 clusters Score -565130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -565131.937500 Penalty: 2810.101318
	Iteration 40F: 3 clusters Score -565131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -565132.875000 Penalty: 2810.101318
	Iteration 41Q: 3 clusters Score -565132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -565133.812500 Penalty: 2810.101318
	Iteration 42Q: 3 clusters Score -565133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -565134.437500 Penalty: 2810.101318
	Iteration 43Q: 3 clusters Score -565134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -565136.937500 Penalty: 2810.101318
	Iteration 44Q: 3 clusters Score -565136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -565138.812500 Penalty: 2810.101318
	Iteration 45Q: 3 clusters Score -565138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -565139.000000 Penalty: 2810.101318
	Iteration 46Q: 3 clusters Score -565139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -565139.000000 Penalty: 2810.101318
	Iteration 47Q: 3 clusters Score -565139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -565140.062500 Penalty: 2810.101318
	Iteration 48Q: 3 clusters Score -565140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -565140.500000 Penalty: 2810.101318
	Iteration 49Q: 3 clusters Score -565140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -565141.125000 Penalty: 2810.101318
	Iteration 50Q: 3 clusters Score -565141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -565142.125000 Penalty: 2810.101318
	Iteration 51Q: 3 clusters Score -565142.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -565142.125000 Penalty: 2810.101318
	Iteration 52F: 3 clusters Score -565142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Entering Unmasked Estep 
Score: -1413046.125000 Penalty: 1553.742188
	Iteration 0F: 2 clusters Score -1413046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1403208.875000 Penalty: 3107.484375
	Iteration 0F: 3 clusters Score -1403209 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1406593.000000 Penalty: 3107.484375
	Iteration 1F: 3 clusters Score -1406593 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1406979.375000 Penalty: 3107.484375
	Iteration 2F: 3 clusters Score -1406979 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1407423.500000 Penalty: 3107.484375
	Iteration 3F: 3 clusters Score -1407424 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1407955.625000 Penalty: 3107.484375
	Iteration 4F: 3 clusters Score -1407956 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1408601.250000 Penalty: 3107.484375
	Iteration 5F: 3 clusters Score -1408601 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1409273.750000 Penalty: 3107.484375
	Iteration 6F: 3 clusters Score -1409274 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1409876.500000 Penalty: 3107.484375
	Iteration 7F: 3 clusters Score -1409876 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1410418.375000 Penalty: 3107.484375
	Iteration 8F: 3 clusters Score -1410418 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1410810.125000 Penalty: 3107.484375
	Iteration 9Q: 3 clusters Score -1410810 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1411103.250000 Penalty: 3107.484375
	Iteration 10Q: 3 clusters Score -1411103 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1411345.000000 Penalty: 3107.484375
	Iteration 11Q: 3 clusters Score -1411345 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1411565.250000 Penalty: 3107.484375
	Iteration 12Q: 3 clusters Score -1411565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1411738.500000 Penalty: 3107.484375
	Iteration 13Q: 3 clusters Score -1411738 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1411907.375000 Penalty: 3107.484375
	Iteration 14Q: 3 clusters Score -1411907 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1412030.375000 Penalty: 3107.484375
	Iteration 15Q: 3 clusters Score -1412030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1412135.875000 Penalty: 3107.484375
	Iteration 16Q: 3 clusters Score -1412136 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1412218.500000 Penalty: 3107.484375
	Iteration 17Q: 3 clusters Score -1412218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1412260.750000 Penalty: 3107.484375
	Iteration 18Q: 3 clusters Score -1412261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1412281.000000 Penalty: 3107.484375
	Iteration 19Q: 3 clusters Score -1412281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1412300.250000 Penalty: 3107.484375
	Iteration 20F: 3 clusters Score -1412300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1412311.250000 Penalty: 3107.484375
	Iteration 21Q: 3 clusters Score -1412311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1412322.250000 Penalty: 3107.484375
	Iteration 22Q: 3 clusters Score -1412322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1412328.875000 Penalty: 3107.484375
	Iteration 23Q: 3 clusters Score -1412329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1412332.125000 Penalty: 3107.484375
	Iteration 24Q: 3 clusters Score -1412332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1412333.125000 Penalty: 3107.484375
	Iteration 25Q: 3 clusters Score -1412333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1412334.625000 Penalty: 3107.484375
	Iteration 26Q: 3 clusters Score -1412335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1412335.750000 Penalty: 3107.484375
	Iteration 27Q: 3 clusters Score -1412336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1412335.250000 Penalty: 3107.484375
	Iteration 28Q: 3 clusters Score -1412335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1412335.250000 Penalty: 3107.484375
	Iteration 29F: 3 clusters Score -1412335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -414839.343750 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -414839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -411443.343750 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -411443.3 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -412414.062500 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -412414.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -412647.812500 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -412647.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -412817.218750 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -412817.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -412962.281250 Penalty: 2705.409180
	Iteration 4F: 3 clusters Score -412962.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -413065.281250 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -413065.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -413154.250000 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -413154.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -413219.875000 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -413219.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -413256.125000 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -413256.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -413280.406250 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -413280.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -413304.125000 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -413304.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -413320.343750 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -413320.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -413340.312500 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -413340.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -413357.750000 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -413357.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -413376.875000 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -413376.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -413402.281250 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -413402.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -413431.468750 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -413431.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -413464.281250 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -413464.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -413490.250000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -413490.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -413522.468750 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -413522.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -413562.500000 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -413562.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -413599.468750 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -413599.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -413634.468750 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -413634.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -413662.968750 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -413663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -413687.593750 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -413687.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -413709.500000 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -413709.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -413726.250000 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -413726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -413742.937500 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -413742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -413760.562500 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -413760.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -413770.593750 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -413770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -413780.500000 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -413780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -413786.593750 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -413786.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -413797.281250 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -413797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -413809.031250 Penalty: 2705.409180
	Iteration 33Q: 3 clusters Score -413809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -413818.125000 Penalty: 2705.409180
	Iteration 34Q: 3 clusters Score -413818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -413827.156250 Penalty: 2705.409180
	Iteration 35Q: 3 clusters Score -413827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -413837.500000 Penalty: 2705.409180
	Iteration 36Q: 3 clusters Score -413837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -413852.406250 Penalty: 2705.409180
	Iteration 37Q: 3 clusters Score -413852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -413865.125000 Penalty: 2705.409180
	Iteration 38Q: 3 clusters Score -413865.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -413871.937500 Penalty: 2705.409180
	Iteration 39Q: 3 clusters Score -413871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -413875.562500 Penalty: 2705.409180
	Iteration 40F: 3 clusters Score -413875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -413877.937500 Penalty: 2705.409180
	Iteration 41Q: 3 clusters Score -413877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -413882.468750 Penalty: 2705.409180
	Iteration 42Q: 3 clusters Score -413882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -413886.062500 Penalty: 2705.409180
	Iteration 43Q: 3 clusters Score -413886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -413888.687500 Penalty: 2705.409180
	Iteration 44Q: 3 clusters Score -413888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -413892.187500 Penalty: 2705.409180
	Iteration 45Q: 3 clusters Score -413892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -413894.500000 Penalty: 2705.409180
	Iteration 46Q: 3 clusters Score -413894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -413897.937500 Penalty: 2705.409180
	Iteration 47Q: 3 clusters Score -413897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -413898.843750 Penalty: 2705.409180
	Iteration 48Q: 3 clusters Score -413898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -413899.968750 Penalty: 2705.409180
	Iteration 49Q: 3 clusters Score -413900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -413899.968750 Penalty: 2705.409180
	Iteration 50F: 3 clusters Score -413900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -265913.906250 Penalty: 1282.523438
	Iteration 0F: 2 clusters Score -265913.9 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 1331 members 
Entering Unmasked Estep 
Score: -263379.656250 Penalty: 2565.046875
	Iteration 0F: 3 clusters Score -263379.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263997.250000 Penalty: 2565.046875
	Iteration 1F: 3 clusters Score -263997.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -264165.937500 Penalty: 2565.046875
	Iteration 2F: 3 clusters Score -264165.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -264277.250000 Penalty: 2565.046875
	Iteration 3F: 3 clusters Score -264277.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -264372.000000 Penalty: 2565.046875
	Iteration 4Q: 3 clusters Score -264372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -264453.187500 Penalty: 2565.046875
	Iteration 5Q: 3 clusters Score -264453.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -264529.093750 Penalty: 2565.046875
	Iteration 6Q: 3 clusters Score -264529.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -264601.593750 Penalty: 2565.046875
	Iteration 7Q: 3 clusters Score -264601.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -264662.375000 Penalty: 2565.046875
	Iteration 8Q: 3 clusters Score -264662.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -264713.562500 Penalty: 2565.046875
	Iteration 9Q: 3 clusters Score -264713.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -264771.656250 Penalty: 2565.046875
	Iteration 10Q: 3 clusters Score -264771.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -264825.531250 Penalty: 2565.046875
	Iteration 11Q: 3 clusters Score -264825.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -264885.281250 Penalty: 2565.046875
	Iteration 12Q: 3 clusters Score -264885.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -264948.843750 Penalty: 2565.046875
	Iteration 13Q: 3 clusters Score -264948.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265000.031250 Penalty: 2565.046875
	Iteration 14Q: 3 clusters Score -265000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -265023.875000 Penalty: 2565.046875
	Iteration 15Q: 3 clusters Score -265023.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -265042.093750 Penalty: 2565.046875
	Iteration 16Q: 3 clusters Score -265042.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -265061.937500 Penalty: 2565.046875
	Iteration 17Q: 3 clusters Score -265061.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -265080.750000 Penalty: 2565.046875
	Iteration 18Q: 3 clusters Score -265080.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -265092.500000 Penalty: 2565.046875
	Iteration 19Q: 3 clusters Score -265092.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -265103.531250 Penalty: 2565.046875
	Iteration 20F: 3 clusters Score -265103.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -265117.125000 Penalty: 2565.046875
	Iteration 21Q: 3 clusters Score -265117.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -265129.687500 Penalty: 2565.046875
	Iteration 22Q: 3 clusters Score -265129.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -265136.312500 Penalty: 2565.046875
	Iteration 23Q: 3 clusters Score -265136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -265142.218750 Penalty: 2565.046875
	Iteration 24Q: 3 clusters Score -265142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -265147.031250 Penalty: 2565.046875
	Iteration 25Q: 3 clusters Score -265147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -265148.687500 Penalty: 2565.046875
	Iteration 26Q: 3 clusters Score -265148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -265150.500000 Penalty: 2565.046875
	Iteration 27Q: 3 clusters Score -265150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -265152.375000 Penalty: 2565.046875
	Iteration 28Q: 3 clusters Score -265152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -265153.937500 Penalty: 2565.046875
	Iteration 29Q: 3 clusters Score -265153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -265154.562500 Penalty: 2565.046875
	Iteration 30Q: 3 clusters Score -265154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -265156.187500 Penalty: 2565.046875
	Iteration 31Q: 3 clusters Score -265156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -265157.843750 Penalty: 2565.046875
	Iteration 32Q: 3 clusters Score -265157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -265160.875000 Penalty: 2565.046875
	Iteration 33Q: 3 clusters Score -265160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -265162.406250 Penalty: 2565.046875
	Iteration 34Q: 3 clusters Score -265162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -265163.812500 Penalty: 2565.046875
	Iteration 35Q: 3 clusters Score -265163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -265165.406250 Penalty: 2565.046875
	Iteration 36Q: 3 clusters Score -265165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -265167.218750 Penalty: 2565.046875
	Iteration 37Q: 3 clusters Score -265167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -265169.000000 Penalty: 2565.046875
	Iteration 38Q: 3 clusters Score -265169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -265170.093750 Penalty: 2565.046875
	Iteration 39Q: 3 clusters Score -265170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -265170.500000 Penalty: 2565.046875
	Iteration 40F: 3 clusters Score -265170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -265171.031250 Penalty: 2565.046875
	Iteration 41Q: 3 clusters Score -265171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -265171.687500 Penalty: 2565.046875
	Iteration 42Q: 3 clusters Score -265171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -265171.687500 Penalty: 2565.046875
	Iteration 43F: 3 clusters Score -265171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Entering Unmasked Estep 
Score: -7864683.000000 Penalty: 1822.486328
	Iteration 0F: 2 clusters Score -7864683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -7815104.000000 Penalty: 3644.972656
	Iteration 0F: 3 clusters Score -7815104 nChanged 35225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -7835682.000000 Penalty: 3644.972656
	Iteration 1F: 3 clusters Score -7835682 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -7837125.000000 Penalty: 3644.972656
	Iteration 2Q: 3 clusters Score -7837125 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7839666.000000 Penalty: 3644.972656
	Iteration 3F: 3 clusters Score -7839666 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -7844192.000000 Penalty: 3644.972656
	Iteration 4F: 3 clusters Score -7844192 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -7850092.500000 Penalty: 3644.972656
	Iteration 5F: 3 clusters Score -7850092 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -7855743.000000 Penalty: 3644.972656
	Iteration 6F: 3 clusters Score -7855743 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -7859352.000000 Penalty: 3644.972656
	Iteration 7Q: 3 clusters Score -7859352 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -7861214.500000 Penalty: 3644.972656
	Iteration 8Q: 3 clusters Score -7861214 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7862180.500000 Penalty: 3644.972656
	Iteration 9Q: 3 clusters Score -7862180 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7862774.000000 Penalty: 3644.972656
	Iteration 10Q: 3 clusters Score -7862774 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7863051.000000 Penalty: 3644.972656
	Iteration 11Q: 3 clusters Score -7863051 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -7863179.000000 Penalty: 3644.972656
	Iteration 12Q: 3 clusters Score -7863179 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7863276.500000 Penalty: 3644.972656
	Iteration 13Q: 3 clusters Score -7863276 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7863353.500000 Penalty: 3644.972656
	Iteration 14Q: 3 clusters Score -7863354 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7863422.000000 Penalty: 3644.972656
	Iteration 15Q: 3 clusters Score -7863422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7863458.500000 Penalty: 3644.972656
	Iteration 16Q: 3 clusters Score -7863458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7863482.000000 Penalty: 3644.972656
	Iteration 17Q: 3 clusters Score -7863482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7863480.500000 Penalty: 3644.972656
	Iteration 18Q: 3 clusters Score -7863480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7863486.500000 Penalty: 3644.972656
	Iteration 19Q: 3 clusters Score -7863486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7863490.000000 Penalty: 3644.972656
	Iteration 20F: 3 clusters Score -7863490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7863497.500000 Penalty: 3644.972656
	Iteration 21Q: 3 clusters Score -7863498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7863511.500000 Penalty: 3644.972656
	Iteration 22Q: 3 clusters Score -7863512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7863511.000000 Penalty: 3644.972656
	Iteration 23Q: 3 clusters Score -7863511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7863510.500000 Penalty: 3644.972656
	Iteration 24Q: 3 clusters Score -7863510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7863515.500000 Penalty: 3644.972656
	Iteration 25Q: 3 clusters Score -7863516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7863514.500000 Penalty: 3644.972656
	Iteration 26Q: 3 clusters Score -7863514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7863515.000000 Penalty: 3644.972656
	Iteration 27Q: 3 clusters Score -7863515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7863519.000000 Penalty: 3644.972656
	Iteration 28Q: 3 clusters Score -7863519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7863525.500000 Penalty: 3644.972656
	Iteration 29Q: 3 clusters Score -7863526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7863531.500000 Penalty: 3644.972656
	Iteration 30Q: 3 clusters Score -7863532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7863534.500000 Penalty: 3644.972656
	Iteration 31Q: 3 clusters Score -7863534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7863536.000000 Penalty: 3644.972656
	Iteration 32Q: 3 clusters Score -7863536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7863535.000000 Penalty: 3644.972656
	Iteration 33Q: 3 clusters Score -7863535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7863533.500000 Penalty: 3644.972656
	Iteration 34Q: 3 clusters Score -7863534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7863531.000000 Penalty: 3644.972656
	Iteration 35Q: 3 clusters Score -7863531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7863537.000000 Penalty: 3644.972656
	Iteration 36Q: 3 clusters Score -7863537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7863533.000000 Penalty: 3644.972656
	Iteration 37Q: 3 clusters Score -7863533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7863529.500000 Penalty: 3644.972656
	Iteration 38Q: 3 clusters Score -7863530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7863532.000000 Penalty: 3644.972656
	Iteration 39Q: 3 clusters Score -7863532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7863531.000000 Penalty: 3644.972656
	Iteration 40F: 3 clusters Score -7863531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7863529.000000 Penalty: 3644.972656
	Iteration 41Q: 3 clusters Score -7863529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7863534.000000 Penalty: 3644.972656
	Iteration 42Q: 3 clusters Score -7863534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7863530.000000 Penalty: 3644.972656
	Iteration 43Q: 3 clusters Score -7863530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7863535.500000 Penalty: 3644.972656
	Iteration 44Q: 3 clusters Score -7863536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7863534.000000 Penalty: 3644.972656
	Iteration 45Q: 3 clusters Score -7863534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7863542.000000 Penalty: 3644.972656
	Iteration 46Q: 3 clusters Score -7863542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7863544.500000 Penalty: 3644.972656
	Iteration 47Q: 3 clusters Score -7863544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7863534.500000 Penalty: 3644.972656
	Iteration 48Q: 3 clusters Score -7863534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7863538.000000 Penalty: 3644.972656
	Iteration 49Q: 3 clusters Score -7863538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7863542.000000 Penalty: 3644.972656
	Iteration 50Q: 3 clusters Score -7863542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7863552.000000 Penalty: 3644.972656
	Iteration 51Q: 3 clusters Score -7863552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7863552.500000 Penalty: 3644.972656
	Iteration 52Q: 3 clusters Score -7863552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7863552.000000 Penalty: 3644.972656
	Iteration 53Q: 3 clusters Score -7863552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7863550.500000 Penalty: 3644.972656
	Iteration 54Q: 3 clusters Score -7863550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7863554.000000 Penalty: 3644.972656
	Iteration 55Q: 3 clusters Score -7863554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7863551.000000 Penalty: 3644.972656
	Iteration 56Q: 3 clusters Score -7863551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7863553.500000 Penalty: 3644.972656
	Iteration 57Q: 3 clusters Score -7863554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7863552.000000 Penalty: 3644.972656
	Iteration 58Q: 3 clusters Score -7863552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7863548.000000 Penalty: 3644.972656
	Iteration 59Q: 3 clusters Score -7863548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7863545.000000 Penalty: 3644.972656
	Iteration 60F: 3 clusters Score -7863545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7863547.000000 Penalty: 3644.972656
	Iteration 61Q: 3 clusters Score -7863547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7863548.500000 Penalty: 3644.972656
	Iteration 62Q: 3 clusters Score -7863548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7863551.000000 Penalty: 3644.972656
	Iteration 63Q: 3 clusters Score -7863551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7863550.000000 Penalty: 3644.972656
	Iteration 64Q: 3 clusters Score -7863550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7863550.000000 Penalty: 3644.972656
	Iteration 65F: 3 clusters Score -7863550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Entering Unmasked Estep 
Score: -4504255.500000 Penalty: 1735.960815
	Iteration 0F: 2 clusters Score -4504256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4474934.500000 Penalty: 3471.921631
	Iteration 0F: 3 clusters Score -4474934 nChanged 20506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4486644.000000 Penalty: 3471.921631
	Iteration 1F: 3 clusters Score -4486644 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4487242.000000 Penalty: 3471.921631
	Iteration 2Q: 3 clusters Score -4487242 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4487912.000000 Penalty: 3471.921631
	Iteration 3Q: 3 clusters Score -4487912 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4488744.500000 Penalty: 3471.921631
	Iteration 4Q: 3 clusters Score -4488744 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4489885.500000 Penalty: 3471.921631
	Iteration 5F: 3 clusters Score -4489886 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4491505.000000 Penalty: 3471.921631
	Iteration 6F: 3 clusters Score -4491505 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4493773.000000 Penalty: 3471.921631
	Iteration 7F: 3 clusters Score -4493773 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4496258.000000 Penalty: 3471.921631
	Iteration 8F: 3 clusters Score -4496258 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4498573.000000 Penalty: 3471.921631
	Iteration 9F: 3 clusters Score -4498573 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4500321.000000 Penalty: 3471.921631
	Iteration 10Q: 3 clusters Score -4500321 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -4501365.500000 Penalty: 3471.921631
	Iteration 11Q: 3 clusters Score -4501366 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -4501931.500000 Penalty: 3471.921631
	Iteration 12Q: 3 clusters Score -4501932 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -4502220.000000 Penalty: 3471.921631
	Iteration 13Q: 3 clusters Score -4502220 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -4502439.000000 Penalty: 3471.921631
	Iteration 14Q: 3 clusters Score -4502439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4502580.500000 Penalty: 3471.921631
	Iteration 15Q: 3 clusters Score -4502580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -4502667.000000 Penalty: 3471.921631
	Iteration 16Q: 3 clusters Score -4502667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -4502735.000000 Penalty: 3471.921631
	Iteration 17Q: 3 clusters Score -4502735 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -4502790.500000 Penalty: 3471.921631
	Iteration 18Q: 3 clusters Score -4502790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -4502846.500000 Penalty: 3471.921631
	Iteration 19Q: 3 clusters Score -4502846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -4502889.000000 Penalty: 3471.921631
	Iteration 20F: 3 clusters Score -4502889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -4502919.000000 Penalty: 3471.921631
	Iteration 21Q: 3 clusters Score -4502919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -4502938.000000 Penalty: 3471.921631
	Iteration 22Q: 3 clusters Score -4502938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4502955.000000 Penalty: 3471.921631
	Iteration 23Q: 3 clusters Score -4502955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -4502969.000000 Penalty: 3471.921631
	Iteration 24Q: 3 clusters Score -4502969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -4502980.000000 Penalty: 3471.921631
	Iteration 25Q: 3 clusters Score -4502980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -4502989.500000 Penalty: 3471.921631
	Iteration 26Q: 3 clusters Score -4502990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -4502994.000000 Penalty: 3471.921631
	Iteration 27Q: 3 clusters Score -4502994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -4502998.000000 Penalty: 3471.921631
	Iteration 28Q: 3 clusters Score -4502998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -4502999.500000 Penalty: 3471.921631
	Iteration 29Q: 3 clusters Score -4503000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -4503011.500000 Penalty: 3471.921631
	Iteration 30Q: 3 clusters Score -4503012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -4503017.000000 Penalty: 3471.921631
	Iteration 31Q: 3 clusters Score -4503017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -4503020.500000 Penalty: 3471.921631
	Iteration 32Q: 3 clusters Score -4503020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -4503026.000000 Penalty: 3471.921631
	Iteration 33Q: 3 clusters Score -4503026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -4503032.500000 Penalty: 3471.921631
	Iteration 34Q: 3 clusters Score -4503032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -4503035.000000 Penalty: 3471.921631
	Iteration 35Q: 3 clusters Score -4503035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -4503040.000000 Penalty: 3471.921631
	Iteration 36Q: 3 clusters Score -4503040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -4503039.500000 Penalty: 3471.921631
	Iteration 37Q: 3 clusters Score -4503040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -4503041.000000 Penalty: 3471.921631
	Iteration 38Q: 3 clusters Score -4503041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -4503047.500000 Penalty: 3471.921631
	Iteration 39Q: 3 clusters Score -4503048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -4503046.500000 Penalty: 3471.921631
	Iteration 40F: 3 clusters Score -4503046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -4503051.000000 Penalty: 3471.921631
	Iteration 41Q: 3 clusters Score -4503051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -4503051.000000 Penalty: 3471.921631
	Iteration 42Q: 3 clusters Score -4503051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -4503050.000000 Penalty: 3471.921631
	Iteration 43Q: 3 clusters Score -4503050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -4503052.000000 Penalty: 3471.921631
	Iteration 44Q: 3 clusters Score -4503052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -4503052.000000 Penalty: 3471.921631
	Iteration 45Q: 3 clusters Score -4503052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -4503052.000000 Penalty: 3471.921631
	Iteration 46F: 3 clusters Score -4503052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1187275.625000 Penalty: 1521.706665
	Iteration 0F: 2 clusters Score -1187276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1178976.500000 Penalty: 3043.413330
	Iteration 0F: 3 clusters Score -1178976 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1181793.500000 Penalty: 3043.413330
	Iteration 1F: 3 clusters Score -1181794 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1182119.000000 Penalty: 3043.413330
	Iteration 2F: 3 clusters Score -1182119 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1182429.750000 Penalty: 3043.413330
	Iteration 3F: 3 clusters Score -1182430 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1182726.750000 Penalty: 3043.413330
	Iteration 4F: 3 clusters Score -1182727 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1183037.125000 Penalty: 3043.413330
	Iteration 5F: 3 clusters Score -1183037 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1183377.875000 Penalty: 3043.413330
	Iteration 6F: 3 clusters Score -1183378 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1183675.625000 Penalty: 3043.413330
	Iteration 7Q: 3 clusters Score -1183676 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1183955.375000 Penalty: 3043.413330
	Iteration 8Q: 3 clusters Score -1183955 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1184228.875000 Penalty: 3043.413330
	Iteration 9Q: 3 clusters Score -1184229 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1184479.125000 Penalty: 3043.413330
	Iteration 10Q: 3 clusters Score -1184479 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1184707.500000 Penalty: 3043.413330
	Iteration 11Q: 3 clusters Score -1184708 nChanged 318
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: -1184914.875000 Penalty: 3043.413330
	Iteration 12Q: 3 clusters Score -1184915 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1185088.250000 Penalty: 3043.413330
	Iteration 13Q: 3 clusters Score -1185088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1185271.500000 Penalty: 3043.413330
	Iteration 14Q: 3 clusters Score -1185272 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1185450.750000 Penalty: 3043.413330
	Iteration 15Q: 3 clusters Score -1185451 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1185597.500000 Penalty: 3043.413330
	Iteration 16Q: 3 clusters Score -1185598 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1185738.625000 Penalty: 3043.413330
	Iteration 17Q: 3 clusters Score -1185739 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1185872.000000 Penalty: 3043.413330
	Iteration 18Q: 3 clusters Score -1185872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1185991.375000 Penalty: 3043.413330
	Iteration 19Q: 3 clusters Score -1185991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1186078.250000 Penalty: 3043.413330
	Iteration 20F: 3 clusters Score -1186078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1186147.625000 Penalty: 3043.413330
	Iteration 21Q: 3 clusters Score -1186148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1186216.000000 Penalty: 3043.413330
	Iteration 22Q: 3 clusters Score -1186216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1186277.375000 Penalty: 3043.413330
	Iteration 23Q: 3 clusters Score -1186277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1186313.125000 Penalty: 3043.413330
	Iteration 24Q: 3 clusters Score -1186313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1186339.250000 Penalty: 3043.413330
	Iteration 25Q: 3 clusters Score -1186339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1186355.625000 Penalty: 3043.413330
	Iteration 26Q: 3 clusters Score -1186356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1186371.500000 Penalty: 3043.413330
	Iteration 27Q: 3 clusters Score -1186372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1186379.500000 Penalty: 3043.413330
	Iteration 28Q: 3 clusters Score -1186380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1186385.125000 Penalty: 3043.413330
	Iteration 29Q: 3 clusters Score -1186385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1186395.125000 Penalty: 3043.413330
	Iteration 30Q: 3 clusters Score -1186395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1186397.000000 Penalty: 3043.413330
	Iteration 31Q: 3 clusters Score -1186397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1186404.500000 Penalty: 3043.413330
	Iteration 32Q: 3 clusters Score -1186404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1186407.750000 Penalty: 3043.413330
	Iteration 33Q: 3 clusters Score -1186408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1186418.250000 Penalty: 3043.413330
	Iteration 34Q: 3 clusters Score -1186418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1186425.375000 Penalty: 3043.413330
	Iteration 35Q: 3 clusters Score -1186425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1186434.875000 Penalty: 3043.413330
	Iteration 36Q: 3 clusters Score -1186435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1186434.125000 Penalty: 3043.413330
	Iteration 37Q: 3 clusters Score -1186434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1186440.875000 Penalty: 3043.413330
	Iteration 38Q: 3 clusters Score -1186441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1186444.750000 Penalty: 3043.413330
	Iteration 39Q: 3 clusters Score -1186445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1186447.250000 Penalty: 3043.413330
	Iteration 40F: 3 clusters Score -1186447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1186450.625000 Penalty: 3043.413330
	Iteration 41Q: 3 clusters Score -1186451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1186451.750000 Penalty: 3043.413330
	Iteration 42Q: 3 clusters Score -1186452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1186452.625000 Penalty: 3043.413330
	Iteration 43Q: 3 clusters Score -1186453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1186451.000000 Penalty: 3043.413330
	Iteration 44Q: 3 clusters Score -1186451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1186452.500000 Penalty: 3043.413330
	Iteration 45Q: 3 clusters Score -1186452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1186453.500000 Penalty: 3043.413330
	Iteration 46Q: 3 clusters Score -1186454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1186454.875000 Penalty: 3043.413330
	Iteration 47Q: 3 clusters Score -1186455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1186457.625000 Penalty: 3043.413330
	Iteration 48Q: 3 clusters Score -1186458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1186456.375000 Penalty: 3043.413330
	Iteration 49Q: 3 clusters Score -1186456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1186456.875000 Penalty: 3043.413330
	Iteration 50Q: 3 clusters Score -1186457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1186459.125000 Penalty: 3043.413330
	Iteration 51Q: 3 clusters Score -1186459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1186464.125000 Penalty: 3043.413330
	Iteration 52Q: 3 clusters Score -1186464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1186468.875000 Penalty: 3043.413330
	Iteration 53Q: 3 clusters Score -1186469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1186469.000000 Penalty: 3043.413330
	Iteration 54Q: 3 clusters Score -1186469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1186468.250000 Penalty: 3043.413330
	Iteration 55Q: 3 clusters Score -1186468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1186470.750000 Penalty: 3043.413330
	Iteration 56Q: 3 clusters Score -1186471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1186473.000000 Penalty: 3043.413330
	Iteration 57Q: 3 clusters Score -1186473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1186476.500000 Penalty: 3043.413330
	Iteration 58Q: 3 clusters Score -1186476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1186476.250000 Penalty: 3043.413330
	Iteration 59Q: 3 clusters Score -1186476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1186476.000000 Penalty: 3043.413330
	Iteration 60F: 3 clusters Score -1186476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1186475.500000 Penalty: 3043.413330
	Iteration 61Q: 3 clusters Score -1186476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1186475.500000 Penalty: 3043.413330
	Iteration 62F: 3 clusters Score -1186476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -346145.656250 Penalty: 1328.206055
	Iteration 0F: 2 clusters Score -346145.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -343169.312500 Penalty: 2656.412109
	Iteration 0F: 3 clusters Score -343169.3 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -344059.906250 Penalty: 2656.412109
	Iteration 1F: 3 clusters Score -344059.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -344345.656250 Penalty: 2656.412109
	Iteration 2F: 3 clusters Score -344345.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -344668.312500 Penalty: 2656.412109
	Iteration 3F: 3 clusters Score -344668.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -344987.468750 Penalty: 2656.412109
	Iteration 4F: 3 clusters Score -344987.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -345301.031250 Penalty: 2656.412109
	Iteration 5F: 3 clusters Score -345301 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -345647.000000 Penalty: 2656.412109
	Iteration 6F: 3 clusters Score -345647 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -346063.406250 Penalty: 2656.412109
	Iteration 7F: 3 clusters Score -346063.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -346279.562500 Penalty: 2656.412109
	Iteration 8Q: 3 clusters Score -346279.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -346399.937500 Penalty: 2656.412109
	Iteration 9Q: 3 clusters Score -346399.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -346519.250000 Penalty: 2656.412109
	Iteration 10Q: 3 clusters Score -346519.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -346596.281250 Penalty: 2656.412109
	Iteration 11Q: 3 clusters Score -346596.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -346625.312500 Penalty: 2656.412109
	Iteration 12Q: 3 clusters Score -346625.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -346631.250000 Penalty: 2656.412109
	Iteration 13Q: 3 clusters Score -346631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -346633.375000 Penalty: 2656.412109
	Iteration 14Q: 3 clusters Score -346633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -346633.312500 Penalty: 2656.412109
	Iteration 15Q: 3 clusters Score -346633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -346633.312500 Penalty: 2656.412109
	Iteration 16F: 3 clusters Score -346633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22381 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 62543 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74258 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 941 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 109276 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 8493 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 8291 members 
Mstep: Class 30 contains 4431 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8450 members 
Mstep: Class 33 contains 3133 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 2350 members 
Mstep: Class 37 contains 4465 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 17618 members 
Mstep: Class 40 contains 7256 members 
Mstep: Class 41 contains 2298 members 
Mstep: Class 42 contains 5449 members 
Mstep: Class 43 contains 2605 members 
Entering Unmasked Estep 
Score: -54939916.000000 Penalty: 92448.960938
Splitting cluster 19 changes total score from -54940148.000000 to -54939916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -189218.250000 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -189218.2 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 942 members 
Entering Unmasked Estep 
Score: -187164.031250 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -187164 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -187613.015625 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -187613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187710.312500 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -187710.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187764.250000 Penalty: 2456.348389
	Iteration 3Q: 3 clusters Score -187764.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -187796.609375 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -187796.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -187818.656250 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -187818.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187839.031250 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -187839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187859.453125 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -187859.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -187882.250000 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -187882.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187895.359375 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -187895.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -187912.953125 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -187913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187932.718750 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -187932.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -187951.671875 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -187951.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187975.000000 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -187975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187993.296875 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -187993.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -188011.515625 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -188011.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188025.656250 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -188025.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188040.390625 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -188040.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -188056.875000 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -188056.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188070.250000 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -188070.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188081.203125 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -188081.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188093.625000 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -188093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188106.171875 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -188106.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -188118.406250 Penalty: 2456.348389
	Iteration 23Q: 3 clusters Score -188118.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -188134.796875 Penalty: 2456.348389
	Iteration 24Q: 3 clusters Score -188134.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188146.031250 Penalty: 2456.348389
	Iteration 25Q: 3 clusters Score -188146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188159.359375 Penalty: 2456.348389
	Iteration 26Q: 3 clusters Score -188159.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188180.843750 Penalty: 2456.348389
	Iteration 27Q: 3 clusters Score -188180.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188199.125000 Penalty: 2456.348389
	Iteration 28Q: 3 clusters Score -188199.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188212.609375 Penalty: 2456.348389
	Iteration 29Q: 3 clusters Score -188212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188222.593750 Penalty: 2456.348389
	Iteration 30Q: 3 clusters Score -188222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188228.875000 Penalty: 2456.348389
	Iteration 31Q: 3 clusters Score -188228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188231.296875 Penalty: 2456.348389
	Iteration 32Q: 3 clusters Score -188231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188233.828125 Penalty: 2456.348389
	Iteration 33Q: 3 clusters Score -188233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188233.828125 Penalty: 2456.348389
	Iteration 34F: 3 clusters Score -188233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (109276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Entering Unmasked Estep 
Score: -11261666.000000 Penalty: 1885.265259
	Iteration 0F: 2 clusters Score -1.126167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -11189744.000000 Penalty: 3770.530518
	Iteration 0F: 3 clusters Score -1.118974e+07 nChanged 52485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -11220774.000000 Penalty: 3770.530518
	Iteration 1F: 3 clusters Score -1.122077e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -11222180.000000 Penalty: 3770.530518
	Iteration 2Q: 3 clusters Score -1.122218e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -11224424.000000 Penalty: 3770.530518
	Iteration 3Q: 3 clusters Score -1.122442e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -11228611.000000 Penalty: 3770.530518
	Iteration 4F: 3 clusters Score -1.122861e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -11234894.000000 Penalty: 3770.530518
	Iteration 5F: 3 clusters Score -1.123489e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -11242996.000000 Penalty: 3770.530518
	Iteration 6F: 3 clusters Score -1.1243e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -11250440.000000 Penalty: 3770.530518
	Iteration 7F: 3 clusters Score -1.125044e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -11255551.000000 Penalty: 3770.530518
	Iteration 8F: 3 clusters Score -1.125555e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -11258157.000000 Penalty: 3770.530518
	Iteration 9Q: 3 clusters Score -1.125816e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -11259291.000000 Penalty: 3770.530518
	Iteration 10Q: 3 clusters Score -1.125929e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -11259742.000000 Penalty: 3770.530518
	Iteration 11Q: 3 clusters Score -1.125974e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -11259870.000000 Penalty: 3770.530518
	Iteration 12Q: 3 clusters Score -1.125987e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 109037 members 
Entering Unmasked Estep 
Score: -11259939.000000 Penalty: 3770.530518
	Iteration 13Q: 3 clusters Score -1.125994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -11259985.000000 Penalty: 3770.530518
	Iteration 14Q: 3 clusters Score -1.125998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -11260014.000000 Penalty: 3770.530518
	Iteration 15Q: 3 clusters Score -1.126001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -11260032.000000 Penalty: 3770.530518
	Iteration 16Q: 3 clusters Score -1.126003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -11260037.000000 Penalty: 3770.530518
	Iteration 17Q: 3 clusters Score -1.126004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109077 members 
Entering Unmasked Estep 
Score: -11260043.000000 Penalty: 3770.530518
	Iteration 18Q: 3 clusters Score -1.126004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -11260057.000000 Penalty: 3770.530518
	Iteration 19Q: 3 clusters Score -1.126006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -11260059.000000 Penalty: 3770.530518
	Iteration 20F: 3 clusters Score -1.126006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -11260063.000000 Penalty: 3770.530518
	Iteration 21Q: 3 clusters Score -1.126006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -11260063.000000 Penalty: 3770.530518
	Iteration 22Q: 3 clusters Score -1.126006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -11260066.000000 Penalty: 3770.530518
	Iteration 23Q: 3 clusters Score -1.126007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -11260078.000000 Penalty: 3770.530518
	Iteration 24Q: 3 clusters Score -1.126008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -11260089.000000 Penalty: 3770.530518
	Iteration 25Q: 3 clusters Score -1.126009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -11260088.000000 Penalty: 3770.530518
	Iteration 26Q: 3 clusters Score -1.126009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -11260090.000000 Penalty: 3770.530518
	Iteration 27Q: 3 clusters Score -1.126009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -11260100.000000 Penalty: 3770.530518
	Iteration 28Q: 3 clusters Score -1.12601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -11260100.000000 Penalty: 3770.530518
	Iteration 29F: 3 clusters Score -1.12601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -103793.773438 Penalty: 1157.465820
	Iteration 0F: 2 clusters Score -103793.8 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 644 members 
Entering Unmasked Estep 
Score: -102215.710938 Penalty: 2314.931641
	Iteration 0F: 3 clusters Score -102215.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102545.195312 Penalty: 2314.931641
	Iteration 1F: 3 clusters Score -102545.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -102649.062500 Penalty: 2314.931641
	Iteration 2F: 3 clusters Score -102649.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -102699.148438 Penalty: 2314.931641
	Iteration 3Q: 3 clusters Score -102699.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -102743.398438 Penalty: 2314.931641
	Iteration 4Q: 3 clusters Score -102743.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -102775.320312 Penalty: 2314.931641
	Iteration 5Q: 3 clusters Score -102775.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -102805.398438 Penalty: 2314.931641
	Iteration 6Q: 3 clusters Score -102805.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -102823.828125 Penalty: 2314.931641
	Iteration 7Q: 3 clusters Score -102823.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -102839.351562 Penalty: 2314.931641
	Iteration 8Q: 3 clusters Score -102839.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -102849.523438 Penalty: 2314.931641
	Iteration 9Q: 3 clusters Score -102849.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -102858.632812 Penalty: 2314.931641
	Iteration 10Q: 3 clusters Score -102858.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -102877.507812 Penalty: 2314.931641
	Iteration 11Q: 3 clusters Score -102877.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -102892.640625 Penalty: 2314.931641
	Iteration 12Q: 3 clusters Score -102892.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -102907.062500 Penalty: 2314.931641
	Iteration 13Q: 3 clusters Score -102907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -102917.789062 Penalty: 2314.931641
	Iteration 14Q: 3 clusters Score -102917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -102927.679688 Penalty: 2314.931641
	Iteration 15Q: 3 clusters Score -102927.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -102940.781250 Penalty: 2314.931641
	Iteration 16Q: 3 clusters Score -102940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -102947.679688 Penalty: 2314.931641
	Iteration 17Q: 3 clusters Score -102947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -102956.539062 Penalty: 2314.931641
	Iteration 18Q: 3 clusters Score -102956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -102961.414062 Penalty: 2314.931641
	Iteration 19Q: 3 clusters Score -102961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -102965.835938 Penalty: 2314.931641
	Iteration 20F: 3 clusters Score -102965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -102968.273438 Penalty: 2314.931641
	Iteration 21Q: 3 clusters Score -102968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102974.210938 Penalty: 2314.931641
	Iteration 22Q: 3 clusters Score -102974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102976.640625 Penalty: 2314.931641
	Iteration 23Q: 3 clusters Score -102976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102977.750000 Penalty: 2314.931641
	Iteration 24Q: 3 clusters Score -102977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102977.750000 Penalty: 2314.931641
	Iteration 25F: 3 clusters Score -102977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -53965.320312 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -53965.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52858.519531 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -52858.52 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53121.093750 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -53121.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53288.625000 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -53288.62 nChanged 51
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: -53460.546875 Penalty: 2067.423340
	Iteration 3F: 3 clusters Score -53460.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53622.585938 Penalty: 2067.423340
	Iteration 4F: 3 clusters Score -53622.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53706.628906 Penalty: 2067.423340
	Iteration 5F: 3 clusters Score -53706.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -53733.890625 Penalty: 2067.423340
	Iteration 6Q: 3 clusters Score -53733.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -53746.710938 Penalty: 2067.423340
	Iteration 7Q: 3 clusters Score -53746.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53753.921875 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -53753.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53762.308594 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -53762.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53794.601562 Penalty: 2067.423340
	Iteration 10Q: 3 clusters Score -53794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53801.609375 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -53801.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -53804.460938 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -53804.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53805.324219 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -53805.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53805.324219 Penalty: 2067.423340
	Iteration 14F: 3 clusters Score -53805.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Entering Unmasked Estep 
Score: -288368.000000 Penalty: 1310.554565
	Iteration 0F: 2 clusters Score -288368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -285515.437500 Penalty: 2621.109131
	Iteration 0F: 3 clusters Score -285515.4 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -286340.906250 Penalty: 2621.109131
	Iteration 1F: 3 clusters Score -286340.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286652.093750 Penalty: 2621.109131
	Iteration 2F: 3 clusters Score -286652.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -286865.343750 Penalty: 2621.109131
	Iteration 3F: 3 clusters Score -286865.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -287000.312500 Penalty: 2621.109131
	Iteration 4F: 3 clusters Score -287000.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287125.312500 Penalty: 2621.109131
	Iteration 5Q: 3 clusters Score -287125.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287235.718750 Penalty: 2621.109131
	Iteration 6Q: 3 clusters Score -287235.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -287314.000000 Penalty: 2621.109131
	Iteration 7Q: 3 clusters Score -287314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -287392.093750 Penalty: 2621.109131
	Iteration 8Q: 3 clusters Score -287392.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -287451.406250 Penalty: 2621.109131
	Iteration 9Q: 3 clusters Score -287451.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -287495.437500 Penalty: 2621.109131
	Iteration 10Q: 3 clusters Score -287495.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -287516.437500 Penalty: 2621.109131
	Iteration 11Q: 3 clusters Score -287516.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -287529.343750 Penalty: 2621.109131
	Iteration 12Q: 3 clusters Score -287529.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287545.750000 Penalty: 2621.109131
	Iteration 13Q: 3 clusters Score -287545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287557.500000 Penalty: 2621.109131
	Iteration 14Q: 3 clusters Score -287557.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -287568.906250 Penalty: 2621.109131
	Iteration 15Q: 3 clusters Score -287568.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287577.593750 Penalty: 2621.109131
	Iteration 16Q: 3 clusters Score -287577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -287582.687500 Penalty: 2621.109131
	Iteration 17Q: 3 clusters Score -287582.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -287588.531250 Penalty: 2621.109131
	Iteration 18Q: 3 clusters Score -287588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -287594.687500 Penalty: 2621.109131
	Iteration 19Q: 3 clusters Score -287594.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -287598.125000 Penalty: 2621.109131
	Iteration 20F: 3 clusters Score -287598.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -287600.562500 Penalty: 2621.109131
	Iteration 21Q: 3 clusters Score -287600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -287603.718750 Penalty: 2621.109131
	Iteration 22Q: 3 clusters Score -287603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -287607.062500 Penalty: 2621.109131
	Iteration 23Q: 3 clusters Score -287607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -287612.531250 Penalty: 2621.109131
	Iteration 24Q: 3 clusters Score -287612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -287620.468750 Penalty: 2621.109131
	Iteration 25Q: 3 clusters Score -287620.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -287624.312500 Penalty: 2621.109131
	Iteration 26Q: 3 clusters Score -287624.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -287626.843750 Penalty: 2621.109131
	Iteration 27Q: 3 clusters Score -287626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287629.875000 Penalty: 2621.109131
	Iteration 28Q: 3 clusters Score -287629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -287632.531250 Penalty: 2621.109131
	Iteration 29Q: 3 clusters Score -287632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -287635.437500 Penalty: 2621.109131
	Iteration 30Q: 3 clusters Score -287635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -287639.406250 Penalty: 2621.109131
	Iteration 31Q: 3 clusters Score -287639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287644.906250 Penalty: 2621.109131
	Iteration 32Q: 3 clusters Score -287644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -287650.187500 Penalty: 2621.109131
	Iteration 33Q: 3 clusters Score -287650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -287656.562500 Penalty: 2621.109131
	Iteration 34Q: 3 clusters Score -287656.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -287661.375000 Penalty: 2621.109131
	Iteration 35Q: 3 clusters Score -287661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -287668.656250 Penalty: 2621.109131
	Iteration 36Q: 3 clusters Score -287668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -287672.843750 Penalty: 2621.109131
	Iteration 37Q: 3 clusters Score -287672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -287677.281250 Penalty: 2621.109131
	Iteration 38Q: 3 clusters Score -287677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -287684.125000 Penalty: 2621.109131
	Iteration 39Q: 3 clusters Score -287684.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -287690.812500 Penalty: 2621.109131
	Iteration 40F: 3 clusters Score -287690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -287698.812500 Penalty: 2621.109131
	Iteration 41Q: 3 clusters Score -287698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -287705.500000 Penalty: 2621.109131
	Iteration 42Q: 3 clusters Score -287705.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -287711.687500 Penalty: 2621.109131
	Iteration 43Q: 3 clusters Score -287711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -287715.250000 Penalty: 2621.109131
	Iteration 44Q: 3 clusters Score -287715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -287718.656250 Penalty: 2621.109131
	Iteration 45Q: 3 clusters Score -287718.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -287721.750000 Penalty: 2621.109131
	Iteration 46Q: 3 clusters Score -287721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -287725.125000 Penalty: 2621.109131
	Iteration 47Q: 3 clusters Score -287725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -287727.937500 Penalty: 2621.109131
	Iteration 48Q: 3 clusters Score -287727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -287730.531250 Penalty: 2621.109131
	Iteration 49Q: 3 clusters Score -287730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -287734.718750 Penalty: 2621.109131
	Iteration 50Q: 3 clusters Score -287734.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -287737.500000 Penalty: 2621.109131
	Iteration 51Q: 3 clusters Score -287737.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -287742.531250 Penalty: 2621.109131
	Iteration 52Q: 3 clusters Score -287742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -287748.750000 Penalty: 2621.109131
	Iteration 53Q: 3 clusters Score -287748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -287754.000000 Penalty: 2621.109131
	Iteration 54Q: 3 clusters Score -287754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -287758.093750 Penalty: 2621.109131
	Iteration 55Q: 3 clusters Score -287758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -287763.531250 Penalty: 2621.109131
	Iteration 56Q: 3 clusters Score -287763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -287770.843750 Penalty: 2621.109131
	Iteration 57Q: 3 clusters Score -287770.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -287777.250000 Penalty: 2621.109131
	Iteration 58Q: 3 clusters Score -287777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -287779.156250 Penalty: 2621.109131
	Iteration 59Q: 3 clusters Score -287779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -287783.125000 Penalty: 2621.109131
	Iteration 60F: 3 clusters Score -287783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -287788.718750 Penalty: 2621.109131
	Iteration 61Q: 3 clusters Score -287788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -287792.312500 Penalty: 2621.109131
	Iteration 62Q: 3 clusters Score -287792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -287796.437500 Penalty: 2621.109131
	Iteration 63Q: 3 clusters Score -287796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -287799.218750 Penalty: 2621.109131
	Iteration 64Q: 3 clusters Score -287799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -287805.687500 Penalty: 2621.109131
	Iteration 65Q: 3 clusters Score -287805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -287810.187500 Penalty: 2621.109131
	Iteration 66Q: 3 clusters Score -287810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -287815.062500 Penalty: 2621.109131
	Iteration 67Q: 3 clusters Score -287815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -287817.968750 Penalty: 2621.109131
	Iteration 68Q: 3 clusters Score -287818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -287825.937500 Penalty: 2621.109131
	Iteration 69Q: 3 clusters Score -287825.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -287858.343750 Penalty: 2621.109131
	Iteration 70Q: 3 clusters Score -287858.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -287884.437500 Penalty: 2621.109131
	Iteration 71Q: 3 clusters Score -287884.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -287911.031250 Penalty: 2621.109131
	Iteration 72Q: 3 clusters Score -287911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -287950.375000 Penalty: 2621.109131
	Iteration 73Q: 3 clusters Score -287950.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -287987.562500 Penalty: 2621.109131
	Iteration 74Q: 3 clusters Score -287987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -288010.375000 Penalty: 2621.109131
	Iteration 75Q: 3 clusters Score -288010.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -288027.343750 Penalty: 2621.109131
	Iteration 76Q: 3 clusters Score -288027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -288034.000000 Penalty: 2621.109131
	Iteration 77Q: 3 clusters Score -288034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -288038.000000 Penalty: 2621.109131
	Iteration 78Q: 3 clusters Score -288038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -288042.625000 Penalty: 2621.109131
	Iteration 79Q: 3 clusters Score -288042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -288044.656250 Penalty: 2621.109131
	Iteration 80F: 3 clusters Score -288044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -160268.343750 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -160268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158421.656250 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -158421.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -158815.812500 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -158815.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -158943.531250 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -158943.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159078.750000 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -159078.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159233.093750 Penalty: 2411.493408
	Iteration 4F: 3 clusters Score -159233.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159337.687500 Penalty: 2411.493408
	Iteration 5F: 3 clusters Score -159337.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159406.937500 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -159406.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159462.531250 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -159462.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159516.953125 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -159517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -159549.171875 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -159549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159572.421875 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -159572.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159582.187500 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -159582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -159588.468750 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -159588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -159592.500000 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -159592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159594.828125 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -159594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159596.468750 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -159596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159596.562500 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -159596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -159596.562500 Penalty: 2411.493408
	Iteration 17F: 3 clusters Score -159596.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -444072.531250 Penalty: 1361.152100
	Iteration 0F: 2 clusters Score -444072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -440481.625000 Penalty: 2722.304199
	Iteration 0F: 3 clusters Score -440481.6 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -441423.968750 Penalty: 2722.304199
	Iteration 1F: 3 clusters Score -441424 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -441605.656250 Penalty: 2722.304199
	Iteration 2F: 3 clusters Score -441605.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -441748.406250 Penalty: 2722.304199
	Iteration 3F: 3 clusters Score -441748.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -441849.937500 Penalty: 2722.304199
	Iteration 4Q: 3 clusters Score -441849.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -441922.125000 Penalty: 2722.304199
	Iteration 5Q: 3 clusters Score -441922.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -441973.406250 Penalty: 2722.304199
	Iteration 6Q: 3 clusters Score -441973.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -442012.093750 Penalty: 2722.304199
	Iteration 7Q: 3 clusters Score -442012.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -442041.562500 Penalty: 2722.304199
	Iteration 8Q: 3 clusters Score -442041.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -442063.906250 Penalty: 2722.304199
	Iteration 9Q: 3 clusters Score -442063.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -442092.062500 Penalty: 2722.304199
	Iteration 10Q: 3 clusters Score -442092.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -442117.625000 Penalty: 2722.304199
	Iteration 11Q: 3 clusters Score -442117.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -442138.312500 Penalty: 2722.304199
	Iteration 12Q: 3 clusters Score -442138.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -442156.062500 Penalty: 2722.304199
	Iteration 13Q: 3 clusters Score -442156.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -442174.000000 Penalty: 2722.304199
	Iteration 14Q: 3 clusters Score -442174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -442192.250000 Penalty: 2722.304199
	Iteration 15Q: 3 clusters Score -442192.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -442214.656250 Penalty: 2722.304199
	Iteration 16Q: 3 clusters Score -442214.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -442240.812500 Penalty: 2722.304199
	Iteration 17Q: 3 clusters Score -442240.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -442273.156250 Penalty: 2722.304199
	Iteration 18Q: 3 clusters Score -442273.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -442296.875000 Penalty: 2722.304199
	Iteration 19Q: 3 clusters Score -442296.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -442315.781250 Penalty: 2722.304199
	Iteration 20F: 3 clusters Score -442315.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -442334.718750 Penalty: 2722.304199
	Iteration 21Q: 3 clusters Score -442334.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -442357.812500 Penalty: 2722.304199
	Iteration 22Q: 3 clusters Score -442357.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -442386.906250 Penalty: 2722.304199
	Iteration 23Q: 3 clusters Score -442386.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -442428.187500 Penalty: 2722.304199
	Iteration 24Q: 3 clusters Score -442428.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -442465.250000 Penalty: 2722.304199
	Iteration 25Q: 3 clusters Score -442465.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -442492.093750 Penalty: 2722.304199
	Iteration 26Q: 3 clusters Score -442492.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -442517.750000 Penalty: 2722.304199
	Iteration 27Q: 3 clusters Score -442517.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -442541.750000 Penalty: 2722.304199
	Iteration 28Q: 3 clusters Score -442541.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -442567.875000 Penalty: 2722.304199
	Iteration 29Q: 3 clusters Score -442567.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -442594.875000 Penalty: 2722.304199
	Iteration 30Q: 3 clusters Score -442594.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -442621.937500 Penalty: 2722.304199
	Iteration 31Q: 3 clusters Score -442621.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -442644.312500 Penalty: 2722.304199
	Iteration 32Q: 3 clusters Score -442644.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -442670.781250 Penalty: 2722.304199
	Iteration 33Q: 3 clusters Score -442670.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -442689.375000 Penalty: 2722.304199
	Iteration 34Q: 3 clusters Score -442689.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -442712.875000 Penalty: 2722.304199
	Iteration 35Q: 3 clusters Score -442712.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -442736.000000 Penalty: 2722.304199
	Iteration 36Q: 3 clusters Score -442736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -442757.750000 Penalty: 2722.304199
	Iteration 37Q: 3 clusters Score -442757.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -442785.218750 Penalty: 2722.304199
	Iteration 38Q: 3 clusters Score -442785.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -442823.281250 Penalty: 2722.304199
	Iteration 39Q: 3 clusters Score -442823.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -442879.218750 Penalty: 2722.304199
	Iteration 40F: 3 clusters Score -442879.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -442945.093750 Penalty: 2722.304199
	Iteration 41Q: 3 clusters Score -442945.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -443013.875000 Penalty: 2722.304199
	Iteration 42Q: 3 clusters Score -443013.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -443067.812500 Penalty: 2722.304199
	Iteration 43Q: 3 clusters Score -443067.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -443104.000000 Penalty: 2722.304199
	Iteration 44Q: 3 clusters Score -443104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -443123.187500 Penalty: 2722.304199
	Iteration 45Q: 3 clusters Score -443123.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -443133.687500 Penalty: 2722.304199
	Iteration 46Q: 3 clusters Score -443133.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -443143.843750 Penalty: 2722.304199
	Iteration 47Q: 3 clusters Score -443143.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -443150.625000 Penalty: 2722.304199
	Iteration 48Q: 3 clusters Score -443150.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -443155.250000 Penalty: 2722.304199
	Iteration 49Q: 3 clusters Score -443155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -443160.375000 Penalty: 2722.304199
	Iteration 50Q: 3 clusters Score -443160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -443165.406250 Penalty: 2722.304199
	Iteration 51Q: 3 clusters Score -443165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -443170.312500 Penalty: 2722.304199
	Iteration 52Q: 3 clusters Score -443170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -443173.218750 Penalty: 2722.304199
	Iteration 53Q: 3 clusters Score -443173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -443175.062500 Penalty: 2722.304199
	Iteration 54Q: 3 clusters Score -443175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -443175.156250 Penalty: 2722.304199
	Iteration 55Q: 3 clusters Score -443175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -443175.156250 Penalty: 2722.304199
	Iteration 56F: 3 clusters Score -443175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -866345.437500 Penalty: 1470.137207
	Iteration 0F: 2 clusters Score -866345.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -860122.562500 Penalty: 2940.274414
	Iteration 0F: 3 clusters Score -860122.6 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -862215.625000 Penalty: 2940.274414
	Iteration 1F: 3 clusters Score -862215.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -862650.312500 Penalty: 2940.274414
	Iteration 2F: 3 clusters Score -862650.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -863141.687500 Penalty: 2940.274414
	Iteration 3F: 3 clusters Score -863141.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -863709.125000 Penalty: 2940.274414
	Iteration 4F: 3 clusters Score -863709.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -864380.000000 Penalty: 2940.274414
	Iteration 5F: 3 clusters Score -864380 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -864991.437500 Penalty: 2940.274414
	Iteration 6F: 3 clusters Score -864991.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -865509.750000 Penalty: 2940.274414
	Iteration 7F: 3 clusters Score -865509.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -865903.562500 Penalty: 2940.274414
	Iteration 8Q: 3 clusters Score -865903.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -866138.875000 Penalty: 2940.274414
	Iteration 9Q: 3 clusters Score -866138.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -866258.750000 Penalty: 2940.274414
	Iteration 10Q: 3 clusters Score -866258.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -866307.562500 Penalty: 2940.274414
	Iteration 11Q: 3 clusters Score -866307.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -866324.812500 Penalty: 2940.274414
	Iteration 12Q: 3 clusters Score -866324.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -866334.437500 Penalty: 2940.274414
	Iteration 13Q: 3 clusters Score -866334.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -866339.687500 Penalty: 2940.274414
	Iteration 14Q: 3 clusters Score -866339.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -866342.062500 Penalty: 2940.274414
	Iteration 15Q: 3 clusters Score -866342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -866345.312500 Penalty: 2940.274414
	Iteration 16Q: 3 clusters Score -866345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -866345.375000 Penalty: 2940.274414
	Iteration 17Q: 3 clusters Score -866345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -866345.125000 Penalty: 2940.274414
	Iteration 18Q: 3 clusters Score -866345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -866345.312500 Penalty: 2940.274414
	Iteration 19Q: 3 clusters Score -866345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -866345.312500 Penalty: 2940.274414
	Iteration 20F: 3 clusters Score -866345.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -916336.875000 Penalty: 1477.834839
	Iteration 0F: 2 clusters Score -916336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -909824.375000 Penalty: 2955.669678
	Iteration 0F: 3 clusters Score -909824.4 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -911968.562500 Penalty: 2955.669678
	Iteration 1F: 3 clusters Score -911968.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -912196.500000 Penalty: 2955.669678
	Iteration 2F: 3 clusters Score -912196.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -912401.125000 Penalty: 2955.669678
	Iteration 3F: 3 clusters Score -912401.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -912590.062500 Penalty: 2955.669678
	Iteration 4Q: 3 clusters Score -912590.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -912773.875000 Penalty: 2955.669678
	Iteration 5Q: 3 clusters Score -912773.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -912988.125000 Penalty: 2955.669678
	Iteration 6Q: 3 clusters Score -912988.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -913242.062500 Penalty: 2955.669678
	Iteration 7Q: 3 clusters Score -913242.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -913533.437500 Penalty: 2955.669678
	Iteration 8Q: 3 clusters Score -913533.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -913794.437500 Penalty: 2955.669678
	Iteration 9Q: 3 clusters Score -913794.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -914023.875000 Penalty: 2955.669678
	Iteration 10Q: 3 clusters Score -914023.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -914186.937500 Penalty: 2955.669678
	Iteration 11Q: 3 clusters Score -914186.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -914298.000000 Penalty: 2955.669678
	Iteration 12Q: 3 clusters Score -914298 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -914345.562500 Penalty: 2955.669678
	Iteration 13Q: 3 clusters Score -914345.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -914373.125000 Penalty: 2955.669678
	Iteration 14Q: 3 clusters Score -914373.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -914394.750000 Penalty: 2955.669678
	Iteration 15Q: 3 clusters Score -914394.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -914412.250000 Penalty: 2955.669678
	Iteration 16Q: 3 clusters Score -914412.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -914423.000000 Penalty: 2955.669678
	Iteration 17Q: 3 clusters Score -914423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -914432.875000 Penalty: 2955.669678
	Iteration 18Q: 3 clusters Score -914432.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -914441.625000 Penalty: 2955.669678
	Iteration 19Q: 3 clusters Score -914441.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -914454.375000 Penalty: 2955.669678
	Iteration 20F: 3 clusters Score -914454.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -914463.375000 Penalty: 2955.669678
	Iteration 21Q: 3 clusters Score -914463.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -914469.500000 Penalty: 2955.669678
	Iteration 22Q: 3 clusters Score -914469.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -914476.250000 Penalty: 2955.669678
	Iteration 23Q: 3 clusters Score -914476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -914479.625000 Penalty: 2955.669678
	Iteration 24Q: 3 clusters Score -914479.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -914485.875000 Penalty: 2955.669678
	Iteration 25Q: 3 clusters Score -914485.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -914488.062500 Penalty: 2955.669678
	Iteration 26Q: 3 clusters Score -914488.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -914491.375000 Penalty: 2955.669678
	Iteration 27Q: 3 clusters Score -914491.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -914495.125000 Penalty: 2955.669678
	Iteration 28Q: 3 clusters Score -914495.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -914502.250000 Penalty: 2955.669678
	Iteration 29Q: 3 clusters Score -914502.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -914506.562500 Penalty: 2955.669678
	Iteration 30Q: 3 clusters Score -914506.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -914517.125000 Penalty: 2955.669678
	Iteration 31Q: 3 clusters Score -914517.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -914522.562500 Penalty: 2955.669678
	Iteration 32Q: 3 clusters Score -914522.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -914528.750000 Penalty: 2955.669678
	Iteration 33Q: 3 clusters Score -914528.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -914538.187500 Penalty: 2955.669678
	Iteration 34Q: 3 clusters Score -914538.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -914541.312500 Penalty: 2955.669678
	Iteration 35Q: 3 clusters Score -914541.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -914546.312500 Penalty: 2955.669678
	Iteration 36Q: 3 clusters Score -914546.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -914554.437500 Penalty: 2955.669678
	Iteration 37Q: 3 clusters Score -914554.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -914560.250000 Penalty: 2955.669678
	Iteration 38Q: 3 clusters Score -914560.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -914572.812500 Penalty: 2955.669678
	Iteration 39Q: 3 clusters Score -914572.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -914573.687500 Penalty: 2955.669678
	Iteration 40F: 3 clusters Score -914573.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -914576.750000 Penalty: 2955.669678
	Iteration 41Q: 3 clusters Score -914576.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -914584.937500 Penalty: 2955.669678
	Iteration 42Q: 3 clusters Score -914584.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -914589.687500 Penalty: 2955.669678
	Iteration 43Q: 3 clusters Score -914589.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -914593.937500 Penalty: 2955.669678
	Iteration 44Q: 3 clusters Score -914593.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -914599.125000 Penalty: 2955.669678
	Iteration 45Q: 3 clusters Score -914599.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -914612.687500 Penalty: 2955.669678
	Iteration 46Q: 3 clusters Score -914612.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -914621.312500 Penalty: 2955.669678
	Iteration 47Q: 3 clusters Score -914621.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -914630.375000 Penalty: 2955.669678
	Iteration 48Q: 3 clusters Score -914630.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -914643.000000 Penalty: 2955.669678
	Iteration 49Q: 3 clusters Score -914643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -914657.250000 Penalty: 2955.669678
	Iteration 50Q: 3 clusters Score -914657.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -914669.000000 Penalty: 2955.669678
	Iteration 51Q: 3 clusters Score -914669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -914684.125000 Penalty: 2955.669678
	Iteration 52Q: 3 clusters Score -914684.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -914696.250000 Penalty: 2955.669678
	Iteration 53Q: 3 clusters Score -914696.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -914712.812500 Penalty: 2955.669678
	Iteration 54Q: 3 clusters Score -914712.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -914722.312500 Penalty: 2955.669678
	Iteration 55Q: 3 clusters Score -914722.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -914728.562500 Penalty: 2955.669678
	Iteration 56Q: 3 clusters Score -914728.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -914736.625000 Penalty: 2955.669678
	Iteration 57Q: 3 clusters Score -914736.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -914742.125000 Penalty: 2955.669678
	Iteration 58Q: 3 clusters Score -914742.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -914747.750000 Penalty: 2955.669678
	Iteration 59Q: 3 clusters Score -914747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -914751.312500 Penalty: 2955.669678
	Iteration 60F: 3 clusters Score -914751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -914752.500000 Penalty: 2955.669678
	Iteration 61Q: 3 clusters Score -914752.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -914757.750000 Penalty: 2955.669678
	Iteration 62Q: 3 clusters Score -914757.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -914759.750000 Penalty: 2955.669678
	Iteration 63Q: 3 clusters Score -914759.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -914765.125000 Penalty: 2955.669678
	Iteration 64Q: 3 clusters Score -914765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -914767.687500 Penalty: 2955.669678
	Iteration 65Q: 3 clusters Score -914767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -914767.937500 Penalty: 2955.669678
	Iteration 66Q: 3 clusters Score -914767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -914768.687500 Penalty: 2955.669678
	Iteration 67Q: 3 clusters Score -914768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -914769.125000 Penalty: 2955.669678
	Iteration 68Q: 3 clusters Score -914769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -914771.000000 Penalty: 2955.669678
	Iteration 69Q: 3 clusters Score -914771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -914772.500000 Penalty: 2955.669678
	Iteration 70Q: 3 clusters Score -914772.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -914774.937500 Penalty: 2955.669678
	Iteration 71Q: 3 clusters Score -914774.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -914784.000000 Penalty: 2955.669678
	Iteration 72Q: 3 clusters Score -914784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -914793.250000 Penalty: 2955.669678
	Iteration 73Q: 3 clusters Score -914793.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -914803.562500 Penalty: 2955.669678
	Iteration 74Q: 3 clusters Score -914803.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -914812.437500 Penalty: 2955.669678
	Iteration 75Q: 3 clusters Score -914812.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -914823.500000 Penalty: 2955.669678
	Iteration 76Q: 3 clusters Score -914823.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -914837.625000 Penalty: 2955.669678
	Iteration 77Q: 3 clusters Score -914837.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -914844.062500 Penalty: 2955.669678
	Iteration 78Q: 3 clusters Score -914844.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -914852.937500 Penalty: 2955.669678
	Iteration 79Q: 3 clusters Score -914852.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -914861.687500 Penalty: 2955.669678
	Iteration 80F: 3 clusters Score -914861.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -914873.812500 Penalty: 2955.669678
	Iteration 81Q: 3 clusters Score -914873.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -914883.625000 Penalty: 2955.669678
	Iteration 82Q: 3 clusters Score -914883.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -914895.437500 Penalty: 2955.669678
	Iteration 83Q: 3 clusters Score -914895.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -914900.312500 Penalty: 2955.669678
	Iteration 84Q: 3 clusters Score -914900.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -914906.062500 Penalty: 2955.669678
	Iteration 85Q: 3 clusters Score -914906.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -914911.125000 Penalty: 2955.669678
	Iteration 86Q: 3 clusters Score -914911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -914917.625000 Penalty: 2955.669678
	Iteration 87Q: 3 clusters Score -914917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -914922.500000 Penalty: 2955.669678
	Iteration 88Q: 3 clusters Score -914922.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -914925.500000 Penalty: 2955.669678
	Iteration 89Q: 3 clusters Score -914925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -914930.125000 Penalty: 2955.669678
	Iteration 90Q: 3 clusters Score -914930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -914931.437500 Penalty: 2955.669678
	Iteration 91Q: 3 clusters Score -914931.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -914935.812500 Penalty: 2955.669678
	Iteration 92Q: 3 clusters Score -914935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -914937.875000 Penalty: 2955.669678
	Iteration 93Q: 3 clusters Score -914937.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -914942.250000 Penalty: 2955.669678
	Iteration 94Q: 3 clusters Score -914942.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -914946.062500 Penalty: 2955.669678
	Iteration 95Q: 3 clusters Score -914946.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -914947.125000 Penalty: 2955.669678
	Iteration 96Q: 3 clusters Score -914947.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -914951.375000 Penalty: 2955.669678
	Iteration 97Q: 3 clusters Score -914951.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -914957.375000 Penalty: 2955.669678
	Iteration 98Q: 3 clusters Score -914957.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -914957.937500 Penalty: 2955.669678
	Iteration 99Q: 3 clusters Score -914957.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -914959.562500 Penalty: 2955.669678
	Iteration 100F: 3 clusters Score -914959.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -914963.687500 Penalty: 2955.669678
	Iteration 101Q: 3 clusters Score -914963.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -914966.000000 Penalty: 2955.669678
	Iteration 102Q: 3 clusters Score -914966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -914967.437500 Penalty: 2955.669678
	Iteration 103Q: 3 clusters Score -914967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -914969.125000 Penalty: 2955.669678
	Iteration 104Q: 3 clusters Score -914969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -914969.312500 Penalty: 2955.669678
	Iteration 105Q: 3 clusters Score -914969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -914967.625000 Penalty: 2955.669678
	Iteration 106Q: 3 clusters Score -914967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -914968.562500 Penalty: 2955.669678
	Iteration 107Q: 3 clusters Score -914968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -914966.375000 Penalty: 2955.669678
	Iteration 108Q: 3 clusters Score -914966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -914968.312500 Penalty: 2955.669678
	Iteration 109Q: 3 clusters Score -914968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -914968.562500 Penalty: 2955.669678
	Iteration 110Q: 3 clusters Score -914968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -914968.687500 Penalty: 2955.669678
	Iteration 111Q: 3 clusters Score -914968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -914968.875000 Penalty: 2955.669678
	Iteration 112Q: 3 clusters Score -914968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -914969.000000 Penalty: 2955.669678
	Iteration 113Q: 3 clusters Score -914969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -914969.625000 Penalty: 2955.669678
	Iteration 114Q: 3 clusters Score -914969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -914969.625000 Penalty: 2955.669678
	Iteration 115F: 3 clusters Score -914969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -762230.750000 Penalty: 1466.225586
	Iteration 0F: 2 clusters Score -762230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -756088.500000 Penalty: 2932.451172
	Iteration 0F: 3 clusters Score -756088.5 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -758030.812500 Penalty: 2932.451172
	Iteration 1F: 3 clusters Score -758030.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -758328.250000 Penalty: 2932.451172
	Iteration 2F: 3 clusters Score -758328.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -758620.000000 Penalty: 2932.451172
	Iteration 3F: 3 clusters Score -758620 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -758878.625000 Penalty: 2932.451172
	Iteration 4F: 3 clusters Score -758878.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -759116.562500 Penalty: 2932.451172
	Iteration 5F: 3 clusters Score -759116.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -759340.250000 Penalty: 2932.451172
	Iteration 6Q: 3 clusters Score -759340.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -759549.187500 Penalty: 2932.451172
	Iteration 7Q: 3 clusters Score -759549.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -759739.562500 Penalty: 2932.451172
	Iteration 8Q: 3 clusters Score -759739.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -759900.687500 Penalty: 2932.451172
	Iteration 9Q: 3 clusters Score -759900.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -760024.562500 Penalty: 2932.451172
	Iteration 10Q: 3 clusters Score -760024.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -760130.812500 Penalty: 2932.451172
	Iteration 11Q: 3 clusters Score -760130.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -760205.812500 Penalty: 2932.451172
	Iteration 12Q: 3 clusters Score -760205.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -760266.562500 Penalty: 2932.451172
	Iteration 13Q: 3 clusters Score -760266.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -760317.437500 Penalty: 2932.451172
	Iteration 14Q: 3 clusters Score -760317.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -760354.062500 Penalty: 2932.451172
	Iteration 15Q: 3 clusters Score -760354.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -760385.875000 Penalty: 2932.451172
	Iteration 16Q: 3 clusters Score -760385.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -760405.437500 Penalty: 2932.451172
	Iteration 17Q: 3 clusters Score -760405.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -760417.312500 Penalty: 2932.451172
	Iteration 18Q: 3 clusters Score -760417.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -760428.437500 Penalty: 2932.451172
	Iteration 19Q: 3 clusters Score -760428.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -760439.625000 Penalty: 2932.451172
	Iteration 20F: 3 clusters Score -760439.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -760449.437500 Penalty: 2932.451172
	Iteration 21Q: 3 clusters Score -760449.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -760457.000000 Penalty: 2932.451172
	Iteration 22Q: 3 clusters Score -760457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -760467.250000 Penalty: 2932.451172
	Iteration 23Q: 3 clusters Score -760467.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -760475.437500 Penalty: 2932.451172
	Iteration 24Q: 3 clusters Score -760475.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -760481.750000 Penalty: 2932.451172
	Iteration 25Q: 3 clusters Score -760481.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -760482.125000 Penalty: 2932.451172
	Iteration 26Q: 3 clusters Score -760482.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -760489.875000 Penalty: 2932.451172
	Iteration 27Q: 3 clusters Score -760489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -760489.687500 Penalty: 2932.451172
	Iteration 28Q: 3 clusters Score -760489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -760491.250000 Penalty: 2932.451172
	Iteration 29Q: 3 clusters Score -760491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -760492.125000 Penalty: 2932.451172
	Iteration 30Q: 3 clusters Score -760492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -760493.750000 Penalty: 2932.451172
	Iteration 31Q: 3 clusters Score -760493.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -760496.187500 Penalty: 2932.451172
	Iteration 32Q: 3 clusters Score -760496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -760498.312500 Penalty: 2932.451172
	Iteration 33Q: 3 clusters Score -760498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -760498.125000 Penalty: 2932.451172
	Iteration 34Q: 3 clusters Score -760498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -760498.125000 Penalty: 2932.451172
	Iteration 35Q: 3 clusters Score -760498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -760498.375000 Penalty: 2932.451172
	Iteration 36Q: 3 clusters Score -760498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -760502.250000 Penalty: 2932.451172
	Iteration 37Q: 3 clusters Score -760502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -760501.687500 Penalty: 2932.451172
	Iteration 38Q: 3 clusters Score -760501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -760501.687500 Penalty: 2932.451172
	Iteration 39F: 3 clusters Score -760501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -431079.750000 Penalty: 1364.411865
	Iteration 0F: 2 clusters Score -431079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -427442.625000 Penalty: 2728.823730
	Iteration 0F: 3 clusters Score -427442.6 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -428440.437500 Penalty: 2728.823730
	Iteration 1F: 3 clusters Score -428440.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -428734.375000 Penalty: 2728.823730
	Iteration 2F: 3 clusters Score -428734.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -429090.937500 Penalty: 2728.823730
	Iteration 3F: 3 clusters Score -429090.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -429440.125000 Penalty: 2728.823730
	Iteration 4F: 3 clusters Score -429440.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -429830.812500 Penalty: 2728.823730
	Iteration 5F: 3 clusters Score -429830.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -430436.125000 Penalty: 2728.823730
	Iteration 6F: 3 clusters Score -430436.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -431685.187500 Penalty: 2728.823730
	Iteration 7F: 3 clusters Score -431685.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -432266.406250 Penalty: 2728.823730
	Iteration 8F: 3 clusters Score -432266.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -432451.031250 Penalty: 2728.823730
	Iteration 9Q: 3 clusters Score -432451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -432524.187500 Penalty: 2728.823730
	Iteration 10Q: 3 clusters Score -432524.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -432551.031250 Penalty: 2728.823730
	Iteration 11Q: 3 clusters Score -432551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -432570.406250 Penalty: 2728.823730
	Iteration 12Q: 3 clusters Score -432570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -432580.656250 Penalty: 2728.823730
	Iteration 13Q: 3 clusters Score -432580.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -432589.031250 Penalty: 2728.823730
	Iteration 14Q: 3 clusters Score -432589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -432593.781250 Penalty: 2728.823730
	Iteration 15Q: 3 clusters Score -432593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -432603.187500 Penalty: 2728.823730
	Iteration 16Q: 3 clusters Score -432603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -432616.906250 Penalty: 2728.823730
	Iteration 17Q: 3 clusters Score -432616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -432640.343750 Penalty: 2728.823730
	Iteration 18Q: 3 clusters Score -432640.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -432667.062500 Penalty: 2728.823730
	Iteration 19Q: 3 clusters Score -432667.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -432723.937500 Penalty: 2728.823730
	Iteration 20F: 3 clusters Score -432723.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -432875.656250 Penalty: 2728.823730
	Iteration 21Q: 3 clusters Score -432875.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -432970.468750 Penalty: 2728.823730
	Iteration 22Q: 3 clusters Score -432970.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -432991.500000 Penalty: 2728.823730
	Iteration 23Q: 3 clusters Score -432991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -433006.531250 Penalty: 2728.823730
	Iteration 24Q: 3 clusters Score -433006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -433017.781250 Penalty: 2728.823730
	Iteration 25Q: 3 clusters Score -433017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -433019.781250 Penalty: 2728.823730
	Iteration 26Q: 3 clusters Score -433019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -433019.781250 Penalty: 2728.823730
	Iteration 27F: 3 clusters Score -433019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22381 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 62543 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74258 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 109276 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 8493 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 8291 members 
Mstep: Class 30 contains 3666 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8450 members 
Mstep: Class 33 contains 3133 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 2350 members 
Mstep: Class 37 contains 4465 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 17618 members 
Mstep: Class 40 contains 7256 members 
Mstep: Class 41 contains 2298 members 
Mstep: Class 42 contains 5449 members 
Mstep: Class 43 contains 765 members 
Entering Unmasked Estep 
Score: -54941380.000000 Penalty: 92448.960938
Splitting cluster 30 changes total score from -54940148.000000 to -54941380.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 31 (25510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Entering Unmasked Estep 
Score: -2398127.750000 Penalty: 1648.859131
	Iteration 0F: 2 clusters Score -2398128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2380964.000000 Penalty: 3297.718262
	Iteration 0F: 3 clusters Score -2380964 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2388375.750000 Penalty: 3297.718262
	Iteration 1F: 3 clusters Score -2388376 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2389575.500000 Penalty: 3297.718262
	Iteration 2F: 3 clusters Score -2389576 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2390607.500000 Penalty: 3297.718262
	Iteration 3F: 3 clusters Score -2390608 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2391489.000000 Penalty: 3297.718262
	Iteration 4F: 3 clusters Score -2391489 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2392292.250000 Penalty: 3297.718262
	Iteration 5F: 3 clusters Score -2392292 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2392911.250000 Penalty: 3297.718262
	Iteration 6Q: 3 clusters Score -2392911 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2393403.000000 Penalty: 3297.718262
	Iteration 7Q: 3 clusters Score -2393403 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2393847.750000 Penalty: 3297.718262
	Iteration 8Q: 3 clusters Score -2393848 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2394211.750000 Penalty: 3297.718262
	Iteration 9Q: 3 clusters Score -2394212 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2394565.250000 Penalty: 3297.718262
	Iteration 10Q: 3 clusters Score -2394565 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2394891.750000 Penalty: 3297.718262
	Iteration 11Q: 3 clusters Score -2394892 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2395168.250000 Penalty: 3297.718262
	Iteration 12Q: 3 clusters Score -2395168 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2395378.250000 Penalty: 3297.718262
	Iteration 13Q: 3 clusters Score -2395378 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2395526.250000 Penalty: 3297.718262
	Iteration 14Q: 3 clusters Score -2395526 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2395637.000000 Penalty: 3297.718262
	Iteration 15Q: 3 clusters Score -2395637 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2395702.000000 Penalty: 3297.718262
	Iteration 16Q: 3 clusters Score -2395702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2395756.500000 Penalty: 3297.718262
	Iteration 17Q: 3 clusters Score -2395756 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2395806.750000 Penalty: 3297.718262
	Iteration 18Q: 3 clusters Score -2395807 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2395845.750000 Penalty: 3297.718262
	Iteration 19Q: 3 clusters Score -2395846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2395877.750000 Penalty: 3297.718262
	Iteration 20F: 3 clusters Score -2395878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2395903.250000 Penalty: 3297.718262
	Iteration 21Q: 3 clusters Score -2395903 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2395933.000000 Penalty: 3297.718262
	Iteration 22Q: 3 clusters Score -2395933 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2395962.500000 Penalty: 3297.718262
	Iteration 23Q: 3 clusters Score -2395962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2395983.750000 Penalty: 3297.718262
	Iteration 24Q: 3 clusters Score -2395984 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2396002.000000 Penalty: 3297.718262
	Iteration 25Q: 3 clusters Score -2396002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2396029.750000 Penalty: 3297.718262
	Iteration 26Q: 3 clusters Score -2396030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2396044.000000 Penalty: 3297.718262
	Iteration 27Q: 3 clusters Score -2396044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2396065.000000 Penalty: 3297.718262
	Iteration 28Q: 3 clusters Score -2396065 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2396089.250000 Penalty: 3297.718262
	Iteration 29Q: 3 clusters Score -2396089 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2396114.250000 Penalty: 3297.718262
	Iteration 30Q: 3 clusters Score -2396114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2396150.250000 Penalty: 3297.718262
	Iteration 31Q: 3 clusters Score -2396150 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2396182.000000 Penalty: 3297.718262
	Iteration 32Q: 3 clusters Score -2396182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2396213.500000 Penalty: 3297.718262
	Iteration 33Q: 3 clusters Score -2396214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2396240.250000 Penalty: 3297.718262
	Iteration 34Q: 3 clusters Score -2396240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2396271.000000 Penalty: 3297.718262
	Iteration 35Q: 3 clusters Score -2396271 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2396299.750000 Penalty: 3297.718262
	Iteration 36Q: 3 clusters Score -2396300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2396348.250000 Penalty: 3297.718262
	Iteration 37Q: 3 clusters Score -2396348 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2396388.500000 Penalty: 3297.718262
	Iteration 38Q: 3 clusters Score -2396388 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2396426.250000 Penalty: 3297.718262
	Iteration 39Q: 3 clusters Score -2396426 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2396498.750000 Penalty: 3297.718262
	Iteration 40F: 3 clusters Score -2396499 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2396540.000000 Penalty: 3297.718262
	Iteration 41Q: 3 clusters Score -2396540 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2396601.250000 Penalty: 3297.718262
	Iteration 42Q: 3 clusters Score -2396601 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2396654.250000 Penalty: 3297.718262
	Iteration 43Q: 3 clusters Score -2396654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2396717.500000 Penalty: 3297.718262
	Iteration 44Q: 3 clusters Score -2396718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2396774.250000 Penalty: 3297.718262
	Iteration 45Q: 3 clusters Score -2396774 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2396818.000000 Penalty: 3297.718262
	Iteration 46Q: 3 clusters Score -2396818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2396862.750000 Penalty: 3297.718262
	Iteration 47Q: 3 clusters Score -2396863 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2396912.250000 Penalty: 3297.718262
	Iteration 48Q: 3 clusters Score -2396912 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2396948.000000 Penalty: 3297.718262
	Iteration 49Q: 3 clusters Score -2396948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2396982.000000 Penalty: 3297.718262
	Iteration 50Q: 3 clusters Score -2396982 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2397023.500000 Penalty: 3297.718262
	Iteration 51Q: 3 clusters Score -2397024 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2397074.750000 Penalty: 3297.718262
	Iteration 52Q: 3 clusters Score -2397075 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2397121.500000 Penalty: 3297.718262
	Iteration 53Q: 3 clusters Score -2397122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2397193.500000 Penalty: 3297.718262
	Iteration 54Q: 3 clusters Score -2397194 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2397238.500000 Penalty: 3297.718262
	Iteration 55Q: 3 clusters Score -2397238 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2397301.000000 Penalty: 3297.718262
	Iteration 56Q: 3 clusters Score -2397301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2397350.750000 Penalty: 3297.718262
	Iteration 57Q: 3 clusters Score -2397351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2397392.500000 Penalty: 3297.718262
	Iteration 58Q: 3 clusters Score -2397392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2397431.000000 Penalty: 3297.718262
	Iteration 59Q: 3 clusters Score -2397431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2397470.000000 Penalty: 3297.718262
	Iteration 60F: 3 clusters Score -2397470 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2397516.000000 Penalty: 3297.718262
	Iteration 61Q: 3 clusters Score -2397516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2397562.500000 Penalty: 3297.718262
	Iteration 62Q: 3 clusters Score -2397562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2397602.750000 Penalty: 3297.718262
	Iteration 63Q: 3 clusters Score -2397603 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2397642.750000 Penalty: 3297.718262
	Iteration 64Q: 3 clusters Score -2397643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2397662.250000 Penalty: 3297.718262
	Iteration 65Q: 3 clusters Score -2397662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2397675.250000 Penalty: 3297.718262
	Iteration 66Q: 3 clusters Score -2397675 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2397691.500000 Penalty: 3297.718262
	Iteration 67Q: 3 clusters Score -2397692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2397704.000000 Penalty: 3297.718262
	Iteration 68Q: 3 clusters Score -2397704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2397720.750000 Penalty: 3297.718262
	Iteration 69Q: 3 clusters Score -2397721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2397734.250000 Penalty: 3297.718262
	Iteration 70Q: 3 clusters Score -2397734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2397756.000000 Penalty: 3297.718262
	Iteration 71Q: 3 clusters Score -2397756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2397767.250000 Penalty: 3297.718262
	Iteration 72Q: 3 clusters Score -2397767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2397783.250000 Penalty: 3297.718262
	Iteration 73Q: 3 clusters Score -2397783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2397792.500000 Penalty: 3297.718262
	Iteration 74Q: 3 clusters Score -2397792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2397791.000000 Penalty: 3297.718262
	Iteration 75Q: 3 clusters Score -2397791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2397797.500000 Penalty: 3297.718262
	Iteration 76Q: 3 clusters Score -2397798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2397802.750000 Penalty: 3297.718262
	Iteration 77Q: 3 clusters Score -2397803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2397808.000000 Penalty: 3297.718262
	Iteration 78Q: 3 clusters Score -2397808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2397804.750000 Penalty: 3297.718262
	Iteration 79Q: 3 clusters Score -2397805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2397807.000000 Penalty: 3297.718262
	Iteration 80F: 3 clusters Score -2397807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2397809.750000 Penalty: 3297.718262
	Iteration 81Q: 3 clusters Score -2397810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2397808.250000 Penalty: 3297.718262
	Iteration 82Q: 3 clusters Score -2397808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2397808.500000 Penalty: 3297.718262
	Iteration 83Q: 3 clusters Score -2397808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2397810.000000 Penalty: 3297.718262
	Iteration 84Q: 3 clusters Score -2397810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2397810.250000 Penalty: 3297.718262
	Iteration 85Q: 3 clusters Score -2397810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2397811.250000 Penalty: 3297.718262
	Iteration 86Q: 3 clusters Score -2397811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2397811.250000 Penalty: 3297.718262
	Iteration 87Q: 3 clusters Score -2397811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2397811.750000 Penalty: 3297.718262
	Iteration 88Q: 3 clusters Score -2397812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2397813.000000 Penalty: 3297.718262
	Iteration 89Q: 3 clusters Score -2397813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2397815.250000 Penalty: 3297.718262
	Iteration 90Q: 3 clusters Score -2397815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2397819.000000 Penalty: 3297.718262
	Iteration 91Q: 3 clusters Score -2397819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2397819.250000 Penalty: 3297.718262
	Iteration 92Q: 3 clusters Score -2397819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2397823.000000 Penalty: 3297.718262
	Iteration 93Q: 3 clusters Score -2397823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2397820.750000 Penalty: 3297.718262
	Iteration 94Q: 3 clusters Score -2397821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2397822.250000 Penalty: 3297.718262
	Iteration 95Q: 3 clusters Score -2397822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2397820.750000 Penalty: 3297.718262
	Iteration 96Q: 3 clusters Score -2397821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2397819.750000 Penalty: 3297.718262
	Iteration 97Q: 3 clusters Score -2397820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2397821.250000 Penalty: 3297.718262
	Iteration 98Q: 3 clusters Score -2397821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2397816.250000 Penalty: 3297.718262
	Iteration 99Q: 3 clusters Score -2397816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2397821.500000 Penalty: 3297.718262
	Iteration 100F: 3 clusters Score -2397822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Entering Unmasked Estep 
Score: -868609.500000 Penalty: 1469.312256
	Iteration 0F: 2 clusters Score -868609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -862414.187500 Penalty: 2938.624512
	Iteration 0F: 3 clusters Score -862414.2 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -864282.312500 Penalty: 2938.624512
	Iteration 1F: 3 clusters Score -864282.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -864514.312500 Penalty: 2938.624512
	Iteration 2F: 3 clusters Score -864514.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -864708.375000 Penalty: 2938.624512
	Iteration 3F: 3 clusters Score -864708.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -864908.437500 Penalty: 2938.624512
	Iteration 4Q: 3 clusters Score -864908.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -865102.937500 Penalty: 2938.624512
	Iteration 5Q: 3 clusters Score -865102.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -865335.375000 Penalty: 2938.624512
	Iteration 6Q: 3 clusters Score -865335.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -865605.812500 Penalty: 2938.624512
	Iteration 7Q: 3 clusters Score -865605.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -865907.000000 Penalty: 2938.624512
	Iteration 8Q: 3 clusters Score -865907 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -866212.312500 Penalty: 2938.624512
	Iteration 9Q: 3 clusters Score -866212.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -866484.562500 Penalty: 2938.624512
	Iteration 10Q: 3 clusters Score -866484.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -866728.562500 Penalty: 2938.624512
	Iteration 11Q: 3 clusters Score -866728.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -866969.125000 Penalty: 2938.624512
	Iteration 12Q: 3 clusters Score -866969.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -867145.562500 Penalty: 2938.624512
	Iteration 13Q: 3 clusters Score -867145.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -867291.250000 Penalty: 2938.624512
	Iteration 14Q: 3 clusters Score -867291.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -867390.125000 Penalty: 2938.624512
	Iteration 15Q: 3 clusters Score -867390.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -867452.375000 Penalty: 2938.624512
	Iteration 16Q: 3 clusters Score -867452.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -867517.437500 Penalty: 2938.624512
	Iteration 17Q: 3 clusters Score -867517.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -867572.187500 Penalty: 2938.624512
	Iteration 18Q: 3 clusters Score -867572.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -867590.687500 Penalty: 2938.624512
	Iteration 19Q: 3 clusters Score -867590.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -867607.187500 Penalty: 2938.624512
	Iteration 20F: 3 clusters Score -867607.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -867620.500000 Penalty: 2938.624512
	Iteration 21Q: 3 clusters Score -867620.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -867624.125000 Penalty: 2938.624512
	Iteration 22Q: 3 clusters Score -867624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -867630.187500 Penalty: 2938.624512
	Iteration 23Q: 3 clusters Score -867630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -867633.187500 Penalty: 2938.624512
	Iteration 24Q: 3 clusters Score -867633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -867632.687500 Penalty: 2938.624512
	Iteration 25Q: 3 clusters Score -867632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -867635.687500 Penalty: 2938.624512
	Iteration 26Q: 3 clusters Score -867635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -867635.000000 Penalty: 2938.624512
	Iteration 27Q: 3 clusters Score -867635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -867635.375000 Penalty: 2938.624512
	Iteration 28Q: 3 clusters Score -867635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -867635.375000 Penalty: 2938.624512
	Iteration 29F: 3 clusters Score -867635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -312942.218750 Penalty: 1308.083862
	Iteration 0F: 2 clusters Score -312942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310095.281250 Penalty: 2616.167725
	Iteration 0F: 3 clusters Score -310095.3 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -310802.281250 Penalty: 2616.167725
	Iteration 1F: 3 clusters Score -310802.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -310953.000000 Penalty: 2616.167725
	Iteration 2F: 3 clusters Score -310953 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -311069.156250 Penalty: 2616.167725
	Iteration 3F: 3 clusters Score -311069.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -311146.187500 Penalty: 2616.167725
	Iteration 4Q: 3 clusters Score -311146.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -311204.375000 Penalty: 2616.167725
	Iteration 5Q: 3 clusters Score -311204.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -311247.406250 Penalty: 2616.167725
	Iteration 6Q: 3 clusters Score -311247.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -311283.656250 Penalty: 2616.167725
	Iteration 7Q: 3 clusters Score -311283.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -311320.468750 Penalty: 2616.167725
	Iteration 8Q: 3 clusters Score -311320.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -311351.843750 Penalty: 2616.167725
	Iteration 9Q: 3 clusters Score -311351.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -311385.187500 Penalty: 2616.167725
	Iteration 10Q: 3 clusters Score -311385.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -311433.156250 Penalty: 2616.167725
	Iteration 11Q: 3 clusters Score -311433.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -311490.093750 Penalty: 2616.167725
	Iteration 12Q: 3 clusters Score -311490.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -311568.218750 Penalty: 2616.167725
	Iteration 13Q: 3 clusters Score -311568.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -311674.656250 Penalty: 2616.167725
	Iteration 14Q: 3 clusters Score -311674.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -311825.687500 Penalty: 2616.167725
	Iteration 15Q: 3 clusters Score -311825.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -312013.156250 Penalty: 2616.167725
	Iteration 16Q: 3 clusters Score -312013.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -312149.968750 Penalty: 2616.167725
	Iteration 17Q: 3 clusters Score -312150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -312217.875000 Penalty: 2616.167725
	Iteration 18Q: 3 clusters Score -312217.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -312255.125000 Penalty: 2616.167725
	Iteration 19Q: 3 clusters Score -312255.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -312281.593750 Penalty: 2616.167725
	Iteration 20F: 3 clusters Score -312281.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -312300.812500 Penalty: 2616.167725
	Iteration 21Q: 3 clusters Score -312300.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -312318.375000 Penalty: 2616.167725
	Iteration 22Q: 3 clusters Score -312318.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -312336.437500 Penalty: 2616.167725
	Iteration 23Q: 3 clusters Score -312336.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -312360.718750 Penalty: 2616.167725
	Iteration 24Q: 3 clusters Score -312360.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -312376.718750 Penalty: 2616.167725
	Iteration 25Q: 3 clusters Score -312376.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -312406.906250 Penalty: 2616.167725
	Iteration 26Q: 3 clusters Score -312406.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -312441.718750 Penalty: 2616.167725
	Iteration 27Q: 3 clusters Score -312441.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -312477.500000 Penalty: 2616.167725
	Iteration 28Q: 3 clusters Score -312477.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -312496.687500 Penalty: 2616.167725
	Iteration 29Q: 3 clusters Score -312496.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -312512.968750 Penalty: 2616.167725
	Iteration 30Q: 3 clusters Score -312513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -312519.656250 Penalty: 2616.167725
	Iteration 31Q: 3 clusters Score -312519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -312523.687500 Penalty: 2616.167725
	Iteration 32Q: 3 clusters Score -312523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -312526.281250 Penalty: 2616.167725
	Iteration 33Q: 3 clusters Score -312526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -312527.281250 Penalty: 2616.167725
	Iteration 34Q: 3 clusters Score -312527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -312527.718750 Penalty: 2616.167725
	Iteration 35Q: 3 clusters Score -312527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -312529.656250 Penalty: 2616.167725
	Iteration 36Q: 3 clusters Score -312529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -312530.093750 Penalty: 2616.167725
	Iteration 37Q: 3 clusters Score -312530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -312530.531250 Penalty: 2616.167725
	Iteration 38Q: 3 clusters Score -312530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -312531.187500 Penalty: 2616.167725
	Iteration 39Q: 3 clusters Score -312531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -312531.187500 Penalty: 2616.167725
	Iteration 40F: 3 clusters Score -312531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -1022480.187500 Penalty: 1497.523071
	Iteration 0F: 2 clusters Score -1022480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1015270.875000 Penalty: 2995.046143
	Iteration 0F: 3 clusters Score -1015271 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1017635.937500 Penalty: 2995.046143
	Iteration 1F: 3 clusters Score -1017636 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1017897.687500 Penalty: 2995.046143
	Iteration 2F: 3 clusters Score -1017898 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1018102.000000 Penalty: 2995.046143
	Iteration 3F: 3 clusters Score -1018102 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1018248.437500 Penalty: 2995.046143
	Iteration 4Q: 3 clusters Score -1018248 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1018399.750000 Penalty: 2995.046143
	Iteration 5Q: 3 clusters Score -1018400 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1018545.312500 Penalty: 2995.046143
	Iteration 6Q: 3 clusters Score -1018545 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1018707.937500 Penalty: 2995.046143
	Iteration 7Q: 3 clusters Score -1018708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1018876.375000 Penalty: 2995.046143
	Iteration 8Q: 3 clusters Score -1018876 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1019062.250000 Penalty: 2995.046143
	Iteration 9Q: 3 clusters Score -1019062 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1019268.250000 Penalty: 2995.046143
	Iteration 10Q: 3 clusters Score -1019268 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1019480.062500 Penalty: 2995.046143
	Iteration 11Q: 3 clusters Score -1019480 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1019673.562500 Penalty: 2995.046143
	Iteration 12Q: 3 clusters Score -1019674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1019846.437500 Penalty: 2995.046143
	Iteration 13Q: 3 clusters Score -1019846 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1019971.125000 Penalty: 2995.046143
	Iteration 14Q: 3 clusters Score -1019971 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1020058.250000 Penalty: 2995.046143
	Iteration 15Q: 3 clusters Score -1020058 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1020126.250000 Penalty: 2995.046143
	Iteration 16Q: 3 clusters Score -1020126 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1020182.250000 Penalty: 2995.046143
	Iteration 17Q: 3 clusters Score -1020182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1020218.125000 Penalty: 2995.046143
	Iteration 18Q: 3 clusters Score -1020218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1020256.562500 Penalty: 2995.046143
	Iteration 19Q: 3 clusters Score -1020257 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1020280.500000 Penalty: 2995.046143
	Iteration 20F: 3 clusters Score -1020280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1020301.187500 Penalty: 2995.046143
	Iteration 21Q: 3 clusters Score -1020301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1020318.750000 Penalty: 2995.046143
	Iteration 22Q: 3 clusters Score -1020319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1020333.062500 Penalty: 2995.046143
	Iteration 23Q: 3 clusters Score -1020333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1020344.562500 Penalty: 2995.046143
	Iteration 24Q: 3 clusters Score -1020345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1020355.125000 Penalty: 2995.046143
	Iteration 25Q: 3 clusters Score -1020355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1020363.250000 Penalty: 2995.046143
	Iteration 26Q: 3 clusters Score -1020363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1020370.875000 Penalty: 2995.046143
	Iteration 27Q: 3 clusters Score -1020371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1020379.750000 Penalty: 2995.046143
	Iteration 28Q: 3 clusters Score -1020380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1020386.187500 Penalty: 2995.046143
	Iteration 29Q: 3 clusters Score -1020386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1020393.125000 Penalty: 2995.046143
	Iteration 30Q: 3 clusters Score -1020393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1020397.375000 Penalty: 2995.046143
	Iteration 31Q: 3 clusters Score -1020397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1020402.937500 Penalty: 2995.046143
	Iteration 32Q: 3 clusters Score -1020403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1020406.625000 Penalty: 2995.046143
	Iteration 33Q: 3 clusters Score -1020407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1020411.125000 Penalty: 2995.046143
	Iteration 34Q: 3 clusters Score -1020411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1020410.000000 Penalty: 2995.046143
	Iteration 35Q: 3 clusters Score -1020410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1020415.937500 Penalty: 2995.046143
	Iteration 36Q: 3 clusters Score -1020416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1020421.312500 Penalty: 2995.046143
	Iteration 37Q: 3 clusters Score -1020421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1020420.000000 Penalty: 2995.046143
	Iteration 38Q: 3 clusters Score -1020420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1020423.187500 Penalty: 2995.046143
	Iteration 39Q: 3 clusters Score -1020423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1020427.562500 Penalty: 2995.046143
	Iteration 40F: 3 clusters Score -1020428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1020426.375000 Penalty: 2995.046143
	Iteration 41Q: 3 clusters Score -1020426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1020430.375000 Penalty: 2995.046143
	Iteration 42Q: 3 clusters Score -1020430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1020429.687500 Penalty: 2995.046143
	Iteration 43Q: 3 clusters Score -1020430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1020431.187500 Penalty: 2995.046143
	Iteration 44Q: 3 clusters Score -1020431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1020433.125000 Penalty: 2995.046143
	Iteration 45Q: 3 clusters Score -1020433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1020434.625000 Penalty: 2995.046143
	Iteration 46Q: 3 clusters Score -1020435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1020434.187500 Penalty: 2995.046143
	Iteration 47Q: 3 clusters Score -1020434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1020435.437500 Penalty: 2995.046143
	Iteration 48Q: 3 clusters Score -1020435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1020438.437500 Penalty: 2995.046143
	Iteration 49Q: 3 clusters Score -1020438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1020438.187500 Penalty: 2995.046143
	Iteration 50Q: 3 clusters Score -1020438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1020440.250000 Penalty: 2995.046143
	Iteration 51Q: 3 clusters Score -1020440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1020440.687500 Penalty: 2995.046143
	Iteration 52Q: 3 clusters Score -1020441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1020440.687500 Penalty: 2995.046143
	Iteration 53Q: 3 clusters Score -1020441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1020440.062500 Penalty: 2995.046143
	Iteration 54Q: 3 clusters Score -1020440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1020440.125000 Penalty: 2995.046143
	Iteration 55Q: 3 clusters Score -1020440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1020439.250000 Penalty: 2995.046143
	Iteration 56Q: 3 clusters Score -1020439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1020439.250000 Penalty: 2995.046143
	Iteration 57F: 3 clusters Score -1020439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -225958.656250 Penalty: 1259.124756
	Iteration 0F: 2 clusters Score -225958.7 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 1100 members 
Entering Unmasked Estep 
Score: -223671.093750 Penalty: 2518.249512
	Iteration 0F: 3 clusters Score -223671.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224239.234375 Penalty: 2518.249512
	Iteration 1F: 3 clusters Score -224239.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -224491.343750 Penalty: 2518.249512
	Iteration 2F: 3 clusters Score -224491.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -224732.203125 Penalty: 2518.249512
	Iteration 3F: 3 clusters Score -224732.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -224924.640625 Penalty: 2518.249512
	Iteration 4F: 3 clusters Score -224924.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -225063.406250 Penalty: 2518.249512
	Iteration 5F: 3 clusters Score -225063.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -225159.578125 Penalty: 2518.249512
	Iteration 6Q: 3 clusters Score -225159.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -225225.671875 Penalty: 2518.249512
	Iteration 7Q: 3 clusters Score -225225.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -225289.171875 Penalty: 2518.249512
	Iteration 8Q: 3 clusters Score -225289.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -225342.250000 Penalty: 2518.249512
	Iteration 9Q: 3 clusters Score -225342.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -225393.656250 Penalty: 2518.249512
	Iteration 10Q: 3 clusters Score -225393.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -225434.843750 Penalty: 2518.249512
	Iteration 11Q: 3 clusters Score -225434.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -225466.671875 Penalty: 2518.249512
	Iteration 12Q: 3 clusters Score -225466.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -225489.828125 Penalty: 2518.249512
	Iteration 13Q: 3 clusters Score -225489.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -225496.906250 Penalty: 2518.249512
	Iteration 14Q: 3 clusters Score -225496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -225500.890625 Penalty: 2518.249512
	Iteration 15Q: 3 clusters Score -225500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -225503.765625 Penalty: 2518.249512
	Iteration 16Q: 3 clusters Score -225503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -225505.218750 Penalty: 2518.249512
	Iteration 17Q: 3 clusters Score -225505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -225506.343750 Penalty: 2518.249512
	Iteration 18Q: 3 clusters Score -225506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -225507.156250 Penalty: 2518.249512
	Iteration 19Q: 3 clusters Score -225507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -225507.156250 Penalty: 2518.249512
	Iteration 20F: 3 clusters Score -225507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -228288.671875 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -228288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -225923.203125 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -225923.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -226468.093750 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -226468.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -226610.375000 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -226610.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226703.562500 Penalty: 2522.705566
	Iteration 3F: 3 clusters Score -226703.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -226774.921875 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -226774.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -226825.156250 Penalty: 2522.705566
	Iteration 5Q: 3 clusters Score -226825.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -226864.515625 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -226864.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -226899.031250 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -226899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -226931.234375 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -226931.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -226953.765625 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -226953.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -226970.375000 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -226970.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -226989.093750 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -226989.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -227002.281250 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -227002.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -227012.734375 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -227012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -227018.265625 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -227018.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -227025.421875 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -227025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -227029.109375 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -227029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -227030.937500 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -227030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -227032.515625 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -227032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -227032.515625 Penalty: 2522.705566
	Iteration 19F: 3 clusters Score -227032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -383910.406250 Penalty: 1365.653931
	Iteration 0F: 2 clusters Score -383910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -380325.343750 Penalty: 2731.307861
	Iteration 0F: 3 clusters Score -380325.3 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -381508.343750 Penalty: 2731.307861
	Iteration 1F: 3 clusters Score -381508.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -381872.625000 Penalty: 2731.307861
	Iteration 2F: 3 clusters Score -381872.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -382135.812500 Penalty: 2731.307861
	Iteration 3F: 3 clusters Score -382135.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -382394.218750 Penalty: 2731.307861
	Iteration 4F: 3 clusters Score -382394.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -382614.687500 Penalty: 2731.307861
	Iteration 5F: 3 clusters Score -382614.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -382800.968750 Penalty: 2731.307861
	Iteration 6Q: 3 clusters Score -382801 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -382932.937500 Penalty: 2731.307861
	Iteration 7Q: 3 clusters Score -382932.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -383058.312500 Penalty: 2731.307861
	Iteration 8Q: 3 clusters Score -383058.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -383168.000000 Penalty: 2731.307861
	Iteration 9Q: 3 clusters Score -383168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -383215.750000 Penalty: 2731.307861
	Iteration 10Q: 3 clusters Score -383215.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -383248.625000 Penalty: 2731.307861
	Iteration 11Q: 3 clusters Score -383248.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -383283.125000 Penalty: 2731.307861
	Iteration 12Q: 3 clusters Score -383283.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -383320.656250 Penalty: 2731.307861
	Iteration 13Q: 3 clusters Score -383320.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -383358.843750 Penalty: 2731.307861
	Iteration 14Q: 3 clusters Score -383358.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -383402.281250 Penalty: 2731.307861
	Iteration 15Q: 3 clusters Score -383402.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -383455.468750 Penalty: 2731.307861
	Iteration 16Q: 3 clusters Score -383455.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -383497.562500 Penalty: 2731.307861
	Iteration 17Q: 3 clusters Score -383497.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -383530.281250 Penalty: 2731.307861
	Iteration 18Q: 3 clusters Score -383530.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -383559.562500 Penalty: 2731.307861
	Iteration 19Q: 3 clusters Score -383559.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -383603.656250 Penalty: 2731.307861
	Iteration 20F: 3 clusters Score -383603.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -383641.093750 Penalty: 2731.307861
	Iteration 21Q: 3 clusters Score -383641.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -383671.375000 Penalty: 2731.307861
	Iteration 22Q: 3 clusters Score -383671.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -383699.156250 Penalty: 2731.307861
	Iteration 23Q: 3 clusters Score -383699.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -383724.125000 Penalty: 2731.307861
	Iteration 24Q: 3 clusters Score -383724.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -383733.187500 Penalty: 2731.307861
	Iteration 25Q: 3 clusters Score -383733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -383734.562500 Penalty: 2731.307861
	Iteration 26Q: 3 clusters Score -383734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -383735.031250 Penalty: 2731.307861
	Iteration 27Q: 3 clusters Score -383735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -383734.937500 Penalty: 2731.307861
	Iteration 28Q: 3 clusters Score -383734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -383734.937500 Penalty: 2731.307861
	Iteration 29F: 3 clusters Score -383734.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -56492.535156 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -56492.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55404.843750 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -55404.84 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55596.933594 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -55596.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55658.953125 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -55658.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55699.300781 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -55699.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55722.082031 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -55722.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55733.675781 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -55733.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55737.890625 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -55737.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55745.382812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -55745.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55756.640625 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -55756.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55759.023438 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -55759.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55759.832031 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -55759.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55759.832031 Penalty: 2075.735840
	Iteration 11F: 3 clusters Score -55759.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Entering Unmasked Estep 
Score: -1786715.500000 Penalty: 1588.709839
	Iteration 0F: 2 clusters Score -1786716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1774506.125000 Penalty: 3177.419678
	Iteration 0F: 3 clusters Score -1774506 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1778875.750000 Penalty: 3177.419678
	Iteration 1F: 3 clusters Score -1778876 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1779243.625000 Penalty: 3177.419678
	Iteration 2F: 3 clusters Score -1779244 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1779585.750000 Penalty: 3177.419678
	Iteration 3Q: 3 clusters Score -1779586 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1779946.875000 Penalty: 3177.419678
	Iteration 4Q: 3 clusters Score -1779947 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1780387.625000 Penalty: 3177.419678
	Iteration 5Q: 3 clusters Score -1780388 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1780899.000000 Penalty: 3177.419678
	Iteration 6F: 3 clusters Score -1780899 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1781514.750000 Penalty: 3177.419678
	Iteration 7F: 3 clusters Score -1781515 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1782216.000000 Penalty: 3177.419678
	Iteration 8F: 3 clusters Score -1782216 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1782840.000000 Penalty: 3177.419678
	Iteration 9F: 3 clusters Score -1782840 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1783343.375000 Penalty: 3177.419678
	Iteration 10Q: 3 clusters Score -1783343 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1783666.500000 Penalty: 3177.419678
	Iteration 11Q: 3 clusters Score -1783666 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1783823.250000 Penalty: 3177.419678
	Iteration 12Q: 3 clusters Score -1783823 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1783930.500000 Penalty: 3177.419678
	Iteration 13Q: 3 clusters Score -1783930 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1784025.375000 Penalty: 3177.419678
	Iteration 14Q: 3 clusters Score -1784025 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1784092.250000 Penalty: 3177.419678
	Iteration 15Q: 3 clusters Score -1784092 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1784149.500000 Penalty: 3177.419678
	Iteration 16Q: 3 clusters Score -1784150 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1784200.500000 Penalty: 3177.419678
	Iteration 17Q: 3 clusters Score -1784200 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1784243.375000 Penalty: 3177.419678
	Iteration 18Q: 3 clusters Score -1784243 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1784289.125000 Penalty: 3177.419678
	Iteration 19Q: 3 clusters Score -1784289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1784340.625000 Penalty: 3177.419678
	Iteration 20F: 3 clusters Score -1784341 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1784388.500000 Penalty: 3177.419678
	Iteration 21Q: 3 clusters Score -1784388 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1784441.625000 Penalty: 3177.419678
	Iteration 22Q: 3 clusters Score -1784442 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1784483.000000 Penalty: 3177.419678
	Iteration 23Q: 3 clusters Score -1784483 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1784530.500000 Penalty: 3177.419678
	Iteration 24Q: 3 clusters Score -1784530 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1784573.625000 Penalty: 3177.419678
	Iteration 25Q: 3 clusters Score -1784574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1784627.875000 Penalty: 3177.419678
	Iteration 26Q: 3 clusters Score -1784628 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1784667.750000 Penalty: 3177.419678
	Iteration 27Q: 3 clusters Score -1784668 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1784725.125000 Penalty: 3177.419678
	Iteration 28Q: 3 clusters Score -1784725 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1784767.750000 Penalty: 3177.419678
	Iteration 29Q: 3 clusters Score -1784768 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1784823.625000 Penalty: 3177.419678
	Iteration 30Q: 3 clusters Score -1784824 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1784879.875000 Penalty: 3177.419678
	Iteration 31Q: 3 clusters Score -1784880 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1784937.625000 Penalty: 3177.419678
	Iteration 32Q: 3 clusters Score -1784938 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1785004.625000 Penalty: 3177.419678
	Iteration 33Q: 3 clusters Score -1785005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1785067.000000 Penalty: 3177.419678
	Iteration 34Q: 3 clusters Score -1785067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1785122.875000 Penalty: 3177.419678
	Iteration 35Q: 3 clusters Score -1785123 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1785198.750000 Penalty: 3177.419678
	Iteration 36Q: 3 clusters Score -1785199 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1785265.500000 Penalty: 3177.419678
	Iteration 37Q: 3 clusters Score -1785266 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1785336.875000 Penalty: 3177.419678
	Iteration 38Q: 3 clusters Score -1785337 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1785384.125000 Penalty: 3177.419678
	Iteration 39Q: 3 clusters Score -1785384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1785432.750000 Penalty: 3177.419678
	Iteration 40F: 3 clusters Score -1785433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1785478.500000 Penalty: 3177.419678
	Iteration 41Q: 3 clusters Score -1785478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1785510.000000 Penalty: 3177.419678
	Iteration 42Q: 3 clusters Score -1785510 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1785538.250000 Penalty: 3177.419678
	Iteration 43Q: 3 clusters Score -1785538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1785572.000000 Penalty: 3177.419678
	Iteration 44Q: 3 clusters Score -1785572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1785592.000000 Penalty: 3177.419678
	Iteration 45Q: 3 clusters Score -1785592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1785609.750000 Penalty: 3177.419678
	Iteration 46Q: 3 clusters Score -1785610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1785625.375000 Penalty: 3177.419678
	Iteration 47Q: 3 clusters Score -1785625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1785639.250000 Penalty: 3177.419678
	Iteration 48Q: 3 clusters Score -1785639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1785648.000000 Penalty: 3177.419678
	Iteration 49Q: 3 clusters Score -1785648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1785657.750000 Penalty: 3177.419678
	Iteration 50Q: 3 clusters Score -1785658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1785662.000000 Penalty: 3177.419678
	Iteration 51Q: 3 clusters Score -1785662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1785664.500000 Penalty: 3177.419678
	Iteration 52Q: 3 clusters Score -1785664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1785667.125000 Penalty: 3177.419678
	Iteration 53Q: 3 clusters Score -1785667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1785669.500000 Penalty: 3177.419678
	Iteration 54Q: 3 clusters Score -1785670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1785672.000000 Penalty: 3177.419678
	Iteration 55Q: 3 clusters Score -1785672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1785673.625000 Penalty: 3177.419678
	Iteration 56Q: 3 clusters Score -1785674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1785677.625000 Penalty: 3177.419678
	Iteration 57Q: 3 clusters Score -1785678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1785681.375000 Penalty: 3177.419678
	Iteration 58Q: 3 clusters Score -1785681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1785680.125000 Penalty: 3177.419678
	Iteration 59Q: 3 clusters Score -1785680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1785682.375000 Penalty: 3177.419678
	Iteration 60F: 3 clusters Score -1785682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1785680.500000 Penalty: 3177.419678
	Iteration 61Q: 3 clusters Score -1785680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1785684.875000 Penalty: 3177.419678
	Iteration 62Q: 3 clusters Score -1785685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1785689.875000 Penalty: 3177.419678
	Iteration 63Q: 3 clusters Score -1785690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1785688.875000 Penalty: 3177.419678
	Iteration 64Q: 3 clusters Score -1785689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1785692.750000 Penalty: 3177.419678
	Iteration 65Q: 3 clusters Score -1785693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1785693.500000 Penalty: 3177.419678
	Iteration 66Q: 3 clusters Score -1785694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1785695.625000 Penalty: 3177.419678
	Iteration 67Q: 3 clusters Score -1785696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1785696.375000 Penalty: 3177.419678
	Iteration 68Q: 3 clusters Score -1785696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1785695.750000 Penalty: 3177.419678
	Iteration 69Q: 3 clusters Score -1785696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1785693.500000 Penalty: 3177.419678
	Iteration 70Q: 3 clusters Score -1785694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1785695.375000 Penalty: 3177.419678
	Iteration 71Q: 3 clusters Score -1785695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1785695.375000 Penalty: 3177.419678
	Iteration 72F: 3 clusters Score -1785695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -757554.875000 Penalty: 1444.557373
	Iteration 0F: 2 clusters Score -757554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -752191.750000 Penalty: 2889.114746
	Iteration 0F: 3 clusters Score -752191.8 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -753742.562500 Penalty: 2889.114746
	Iteration 1F: 3 clusters Score -753742.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -753939.312500 Penalty: 2889.114746
	Iteration 2F: 3 clusters Score -753939.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -754077.562500 Penalty: 2889.114746
	Iteration 3Q: 3 clusters Score -754077.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -754197.437500 Penalty: 2889.114746
	Iteration 4Q: 3 clusters Score -754197.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -754319.000000 Penalty: 2889.114746
	Iteration 5Q: 3 clusters Score -754319 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -754433.187500 Penalty: 2889.114746
	Iteration 6Q: 3 clusters Score -754433.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -754552.187500 Penalty: 2889.114746
	Iteration 7Q: 3 clusters Score -754552.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -754668.187500 Penalty: 2889.114746
	Iteration 8Q: 3 clusters Score -754668.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -754782.125000 Penalty: 2889.114746
	Iteration 9Q: 3 clusters Score -754782.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -754860.375000 Penalty: 2889.114746
	Iteration 10Q: 3 clusters Score -754860.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -754937.375000 Penalty: 2889.114746
	Iteration 11Q: 3 clusters Score -754937.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -755008.125000 Penalty: 2889.114746
	Iteration 12Q: 3 clusters Score -755008.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -755071.312500 Penalty: 2889.114746
	Iteration 13Q: 3 clusters Score -755071.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -755115.437500 Penalty: 2889.114746
	Iteration 14Q: 3 clusters Score -755115.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -755160.187500 Penalty: 2889.114746
	Iteration 15Q: 3 clusters Score -755160.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -755196.750000 Penalty: 2889.114746
	Iteration 16Q: 3 clusters Score -755196.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -755231.000000 Penalty: 2889.114746
	Iteration 17Q: 3 clusters Score -755231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -755261.562500 Penalty: 2889.114746
	Iteration 18Q: 3 clusters Score -755261.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -755288.500000 Penalty: 2889.114746
	Iteration 19Q: 3 clusters Score -755288.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -755314.875000 Penalty: 2889.114746
	Iteration 20F: 3 clusters Score -755314.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -755346.562500 Penalty: 2889.114746
	Iteration 21Q: 3 clusters Score -755346.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -755376.312500 Penalty: 2889.114746
	Iteration 22Q: 3 clusters Score -755376.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -755412.625000 Penalty: 2889.114746
	Iteration 23Q: 3 clusters Score -755412.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -755446.375000 Penalty: 2889.114746
	Iteration 24Q: 3 clusters Score -755446.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -755484.437500 Penalty: 2889.114746
	Iteration 25Q: 3 clusters Score -755484.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -755518.437500 Penalty: 2889.114746
	Iteration 26Q: 3 clusters Score -755518.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -755551.625000 Penalty: 2889.114746
	Iteration 27Q: 3 clusters Score -755551.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -755584.062500 Penalty: 2889.114746
	Iteration 28Q: 3 clusters Score -755584.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -755617.250000 Penalty: 2889.114746
	Iteration 29Q: 3 clusters Score -755617.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -755649.250000 Penalty: 2889.114746
	Iteration 30Q: 3 clusters Score -755649.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -755685.375000 Penalty: 2889.114746
	Iteration 31Q: 3 clusters Score -755685.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -755720.187500 Penalty: 2889.114746
	Iteration 32Q: 3 clusters Score -755720.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -755758.625000 Penalty: 2889.114746
	Iteration 33Q: 3 clusters Score -755758.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -755800.062500 Penalty: 2889.114746
	Iteration 34Q: 3 clusters Score -755800.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -755840.625000 Penalty: 2889.114746
	Iteration 35Q: 3 clusters Score -755840.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -755880.562500 Penalty: 2889.114746
	Iteration 36Q: 3 clusters Score -755880.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -755919.437500 Penalty: 2889.114746
	Iteration 37Q: 3 clusters Score -755919.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -755954.125000 Penalty: 2889.114746
	Iteration 38Q: 3 clusters Score -755954.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -755985.437500 Penalty: 2889.114746
	Iteration 39Q: 3 clusters Score -755985.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -756017.187500 Penalty: 2889.114746
	Iteration 40F: 3 clusters Score -756017.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -756037.875000 Penalty: 2889.114746
	Iteration 41Q: 3 clusters Score -756037.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -756062.562500 Penalty: 2889.114746
	Iteration 42Q: 3 clusters Score -756062.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -756086.625000 Penalty: 2889.114746
	Iteration 43Q: 3 clusters Score -756086.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -756107.500000 Penalty: 2889.114746
	Iteration 44Q: 3 clusters Score -756107.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -756132.375000 Penalty: 2889.114746
	Iteration 45Q: 3 clusters Score -756132.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -756150.312500 Penalty: 2889.114746
	Iteration 46Q: 3 clusters Score -756150.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -756170.812500 Penalty: 2889.114746
	Iteration 47Q: 3 clusters Score -756170.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -756187.312500 Penalty: 2889.114746
	Iteration 48Q: 3 clusters Score -756187.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -756195.375000 Penalty: 2889.114746
	Iteration 49Q: 3 clusters Score -756195.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -756200.625000 Penalty: 2889.114746
	Iteration 50Q: 3 clusters Score -756200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -756204.375000 Penalty: 2889.114746
	Iteration 51Q: 3 clusters Score -756204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -756206.500000 Penalty: 2889.114746
	Iteration 52Q: 3 clusters Score -756206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -756211.000000 Penalty: 2889.114746
	Iteration 53Q: 3 clusters Score -756211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -756215.437500 Penalty: 2889.114746
	Iteration 54Q: 3 clusters Score -756215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -756216.687500 Penalty: 2889.114746
	Iteration 55Q: 3 clusters Score -756216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -756220.625000 Penalty: 2889.114746
	Iteration 56Q: 3 clusters Score -756220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -756223.812500 Penalty: 2889.114746
	Iteration 57Q: 3 clusters Score -756223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -756230.062500 Penalty: 2889.114746
	Iteration 58Q: 3 clusters Score -756230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -756232.000000 Penalty: 2889.114746
	Iteration 59Q: 3 clusters Score -756232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -756235.500000 Penalty: 2889.114746
	Iteration 60F: 3 clusters Score -756235.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -756244.125000 Penalty: 2889.114746
	Iteration 61Q: 3 clusters Score -756244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -756249.750000 Penalty: 2889.114746
	Iteration 62Q: 3 clusters Score -756249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -756251.062500 Penalty: 2889.114746
	Iteration 63Q: 3 clusters Score -756251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -756261.375000 Penalty: 2889.114746
	Iteration 64Q: 3 clusters Score -756261.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -756270.312500 Penalty: 2889.114746
	Iteration 65Q: 3 clusters Score -756270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -756277.750000 Penalty: 2889.114746
	Iteration 66Q: 3 clusters Score -756277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -756283.312500 Penalty: 2889.114746
	Iteration 67Q: 3 clusters Score -756283.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -756288.437500 Penalty: 2889.114746
	Iteration 68Q: 3 clusters Score -756288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -756293.312500 Penalty: 2889.114746
	Iteration 69Q: 3 clusters Score -756293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -756299.812500 Penalty: 2889.114746
	Iteration 70Q: 3 clusters Score -756299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -756302.437500 Penalty: 2889.114746
	Iteration 71Q: 3 clusters Score -756302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -756303.312500 Penalty: 2889.114746
	Iteration 72Q: 3 clusters Score -756303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -756306.250000 Penalty: 2889.114746
	Iteration 73Q: 3 clusters Score -756306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -756306.875000 Penalty: 2889.114746
	Iteration 74Q: 3 clusters Score -756306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -756309.000000 Penalty: 2889.114746
	Iteration 75Q: 3 clusters Score -756309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -756309.875000 Penalty: 2889.114746
	Iteration 76Q: 3 clusters Score -756309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -756312.937500 Penalty: 2889.114746
	Iteration 77Q: 3 clusters Score -756312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -756314.187500 Penalty: 2889.114746
	Iteration 78Q: 3 clusters Score -756314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -756319.312500 Penalty: 2889.114746
	Iteration 79Q: 3 clusters Score -756319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -756325.000000 Penalty: 2889.114746
	Iteration 80F: 3 clusters Score -756325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -756328.187500 Penalty: 2889.114746
	Iteration 81Q: 3 clusters Score -756328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -756330.562500 Penalty: 2889.114746
	Iteration 82Q: 3 clusters Score -756330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -756331.187500 Penalty: 2889.114746
	Iteration 83Q: 3 clusters Score -756331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -756331.062500 Penalty: 2889.114746
	Iteration 84Q: 3 clusters Score -756331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -756331.562500 Penalty: 2889.114746
	Iteration 85Q: 3 clusters Score -756331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -756332.875000 Penalty: 2889.114746
	Iteration 86Q: 3 clusters Score -756332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -756333.687500 Penalty: 2889.114746
	Iteration 87Q: 3 clusters Score -756333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -756333.687500 Penalty: 2889.114746
	Iteration 88F: 3 clusters Score -756333.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -226943.406250 Penalty: 1257.716553
	Iteration 0F: 2 clusters Score -226943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -224667.296875 Penalty: 2515.433105
	Iteration 0F: 3 clusters Score -224667.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -225181.640625 Penalty: 2515.433105
	Iteration 1F: 3 clusters Score -225181.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225339.328125 Penalty: 2515.433105
	Iteration 2F: 3 clusters Score -225339.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -225428.625000 Penalty: 2515.433105
	Iteration 3F: 3 clusters Score -225428.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -225486.703125 Penalty: 2515.433105
	Iteration 4Q: 3 clusters Score -225486.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225544.437500 Penalty: 2515.433105
	Iteration 5Q: 3 clusters Score -225544.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -225588.656250 Penalty: 2515.433105
	Iteration 6Q: 3 clusters Score -225588.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -225620.484375 Penalty: 2515.433105
	Iteration 7Q: 3 clusters Score -225620.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225644.531250 Penalty: 2515.433105
	Iteration 8Q: 3 clusters Score -225644.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -225673.156250 Penalty: 2515.433105
	Iteration 9Q: 3 clusters Score -225673.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225701.968750 Penalty: 2515.433105
	Iteration 10Q: 3 clusters Score -225702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -225727.546875 Penalty: 2515.433105
	Iteration 11Q: 3 clusters Score -225727.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -225755.156250 Penalty: 2515.433105
	Iteration 12Q: 3 clusters Score -225755.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -225779.921875 Penalty: 2515.433105
	Iteration 13Q: 3 clusters Score -225779.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -225815.890625 Penalty: 2515.433105
	Iteration 14Q: 3 clusters Score -225815.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -225859.828125 Penalty: 2515.433105
	Iteration 15Q: 3 clusters Score -225859.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -225917.984375 Penalty: 2515.433105
	Iteration 16Q: 3 clusters Score -225918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225965.890625 Penalty: 2515.433105
	Iteration 17Q: 3 clusters Score -225965.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -226002.437500 Penalty: 2515.433105
	Iteration 18Q: 3 clusters Score -226002.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226023.203125 Penalty: 2515.433105
	Iteration 19Q: 3 clusters Score -226023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226042.609375 Penalty: 2515.433105
	Iteration 20F: 3 clusters Score -226042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -226054.156250 Penalty: 2515.433105
	Iteration 21Q: 3 clusters Score -226054.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226067.437500 Penalty: 2515.433105
	Iteration 22Q: 3 clusters Score -226067.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226077.390625 Penalty: 2515.433105
	Iteration 23Q: 3 clusters Score -226077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -226080.984375 Penalty: 2515.433105
	Iteration 24Q: 3 clusters Score -226081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226084.125000 Penalty: 2515.433105
	Iteration 25Q: 3 clusters Score -226084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -226087.343750 Penalty: 2515.433105
	Iteration 26Q: 3 clusters Score -226087.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226088.218750 Penalty: 2515.433105
	Iteration 27Q: 3 clusters Score -226088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -226089.906250 Penalty: 2515.433105
	Iteration 28Q: 3 clusters Score -226089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -226091.171875 Penalty: 2515.433105
	Iteration 29Q: 3 clusters Score -226091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226094.031250 Penalty: 2515.433105
	Iteration 30Q: 3 clusters Score -226094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226097.062500 Penalty: 2515.433105
	Iteration 31Q: 3 clusters Score -226097.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226101.750000 Penalty: 2515.433105
	Iteration 32Q: 3 clusters Score -226101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226105.781250 Penalty: 2515.433105
	Iteration 33Q: 3 clusters Score -226105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226107.562500 Penalty: 2515.433105
	Iteration 34Q: 3 clusters Score -226107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226108.359375 Penalty: 2515.433105
	Iteration 35Q: 3 clusters Score -226108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226109.000000 Penalty: 2515.433105
	Iteration 36Q: 3 clusters Score -226109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226109.484375 Penalty: 2515.433105
	Iteration 37Q: 3 clusters Score -226109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226109.484375 Penalty: 2515.433105
	Iteration 38F: 3 clusters Score -226109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -538021.750000 Penalty: 1398.017944
	Iteration 0F: 2 clusters Score -538021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -533775.125000 Penalty: 2796.035889
	Iteration 0F: 3 clusters Score -533775.1 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -535007.625000 Penalty: 2796.035889
	Iteration 1F: 3 clusters Score -535007.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -535218.437500 Penalty: 2796.035889
	Iteration 2F: 3 clusters Score -535218.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -535390.937500 Penalty: 2796.035889
	Iteration 3F: 3 clusters Score -535390.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -535518.187500 Penalty: 2796.035889
	Iteration 4Q: 3 clusters Score -535518.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -535629.937500 Penalty: 2796.035889
	Iteration 5Q: 3 clusters Score -535629.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -535712.937500 Penalty: 2796.035889
	Iteration 6Q: 3 clusters Score -535712.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -535811.125000 Penalty: 2796.035889
	Iteration 7Q: 3 clusters Score -535811.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -535927.187500 Penalty: 2796.035889
	Iteration 8Q: 3 clusters Score -535927.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -536071.500000 Penalty: 2796.035889
	Iteration 9Q: 3 clusters Score -536071.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -536214.250000 Penalty: 2796.035889
	Iteration 10Q: 3 clusters Score -536214.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -536308.875000 Penalty: 2796.035889
	Iteration 11Q: 3 clusters Score -536308.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -536397.125000 Penalty: 2796.035889
	Iteration 12Q: 3 clusters Score -536397.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -536457.625000 Penalty: 2796.035889
	Iteration 13Q: 3 clusters Score -536457.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -536504.812500 Penalty: 2796.035889
	Iteration 14Q: 3 clusters Score -536504.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -536542.000000 Penalty: 2796.035889
	Iteration 15Q: 3 clusters Score -536542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -536571.812500 Penalty: 2796.035889
	Iteration 16Q: 3 clusters Score -536571.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -536602.125000 Penalty: 2796.035889
	Iteration 17Q: 3 clusters Score -536602.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -536630.562500 Penalty: 2796.035889
	Iteration 18Q: 3 clusters Score -536630.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -536672.187500 Penalty: 2796.035889
	Iteration 19Q: 3 clusters Score -536672.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -536726.125000 Penalty: 2796.035889
	Iteration 20F: 3 clusters Score -536726.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -536779.812500 Penalty: 2796.035889
	Iteration 21Q: 3 clusters Score -536779.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -536822.187500 Penalty: 2796.035889
	Iteration 22Q: 3 clusters Score -536822.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -536862.187500 Penalty: 2796.035889
	Iteration 23Q: 3 clusters Score -536862.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -536903.375000 Penalty: 2796.035889
	Iteration 24Q: 3 clusters Score -536903.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -536955.312500 Penalty: 2796.035889
	Iteration 25Q: 3 clusters Score -536955.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -536999.812500 Penalty: 2796.035889
	Iteration 26Q: 3 clusters Score -536999.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -537034.625000 Penalty: 2796.035889
	Iteration 27Q: 3 clusters Score -537034.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -537050.500000 Penalty: 2796.035889
	Iteration 28Q: 3 clusters Score -537050.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -537064.812500 Penalty: 2796.035889
	Iteration 29Q: 3 clusters Score -537064.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -537077.000000 Penalty: 2796.035889
	Iteration 30Q: 3 clusters Score -537077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -537086.875000 Penalty: 2796.035889
	Iteration 31Q: 3 clusters Score -537086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -537091.375000 Penalty: 2796.035889
	Iteration 32Q: 3 clusters Score -537091.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -537096.937500 Penalty: 2796.035889
	Iteration 33Q: 3 clusters Score -537096.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -537101.625000 Penalty: 2796.035889
	Iteration 34Q: 3 clusters Score -537101.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -537108.500000 Penalty: 2796.035889
	Iteration 35Q: 3 clusters Score -537108.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -537111.500000 Penalty: 2796.035889
	Iteration 36Q: 3 clusters Score -537111.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -537115.687500 Penalty: 2796.035889
	Iteration 37Q: 3 clusters Score -537115.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -537119.500000 Penalty: 2796.035889
	Iteration 38Q: 3 clusters Score -537119.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -537125.250000 Penalty: 2796.035889
	Iteration 39Q: 3 clusters Score -537125.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -537130.500000 Penalty: 2796.035889
	Iteration 40F: 3 clusters Score -537130.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -537134.437500 Penalty: 2796.035889
	Iteration 41Q: 3 clusters Score -537134.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -537139.562500 Penalty: 2796.035889
	Iteration 42Q: 3 clusters Score -537139.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -537143.625000 Penalty: 2796.035889
	Iteration 43Q: 3 clusters Score -537143.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -537151.062500 Penalty: 2796.035889
	Iteration 44Q: 3 clusters Score -537151.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -537160.750000 Penalty: 2796.035889
	Iteration 45Q: 3 clusters Score -537160.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -537169.562500 Penalty: 2796.035889
	Iteration 46Q: 3 clusters Score -537169.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -537177.875000 Penalty: 2796.035889
	Iteration 47Q: 3 clusters Score -537177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -537180.562500 Penalty: 2796.035889
	Iteration 48Q: 3 clusters Score -537180.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -537184.250000 Penalty: 2796.035889
	Iteration 49Q: 3 clusters Score -537184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -537186.187500 Penalty: 2796.035889
	Iteration 50Q: 3 clusters Score -537186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -537190.437500 Penalty: 2796.035889
	Iteration 51Q: 3 clusters Score -537190.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -537194.562500 Penalty: 2796.035889
	Iteration 52Q: 3 clusters Score -537194.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -537199.812500 Penalty: 2796.035889
	Iteration 53Q: 3 clusters Score -537199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -537205.937500 Penalty: 2796.035889
	Iteration 54Q: 3 clusters Score -537205.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -537210.187500 Penalty: 2796.035889
	Iteration 55Q: 3 clusters Score -537210.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -537216.562500 Penalty: 2796.035889
	Iteration 56Q: 3 clusters Score -537216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -537219.875000 Penalty: 2796.035889
	Iteration 57Q: 3 clusters Score -537219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -537223.125000 Penalty: 2796.035889
	Iteration 58Q: 3 clusters Score -537223.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -537226.812500 Penalty: 2796.035889
	Iteration 59Q: 3 clusters Score -537226.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -537229.375000 Penalty: 2796.035889
	Iteration 60F: 3 clusters Score -537229.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -537236.562500 Penalty: 2796.035889
	Iteration 61Q: 3 clusters Score -537236.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -537242.375000 Penalty: 2796.035889
	Iteration 62Q: 3 clusters Score -537242.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -537245.687500 Penalty: 2796.035889
	Iteration 63Q: 3 clusters Score -537245.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -537253.687500 Penalty: 2796.035889
	Iteration 64Q: 3 clusters Score -537253.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -537264.437500 Penalty: 2796.035889
	Iteration 65Q: 3 clusters Score -537264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -537276.937500 Penalty: 2796.035889
	Iteration 66Q: 3 clusters Score -537276.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -537292.750000 Penalty: 2796.035889
	Iteration 67Q: 3 clusters Score -537292.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -537314.187500 Penalty: 2796.035889
	Iteration 68Q: 3 clusters Score -537314.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -537346.312500 Penalty: 2796.035889
	Iteration 69Q: 3 clusters Score -537346.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -537392.312500 Penalty: 2796.035889
	Iteration 70Q: 3 clusters Score -537392.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -537440.312500 Penalty: 2796.035889
	Iteration 71Q: 3 clusters Score -537440.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -537483.437500 Penalty: 2796.035889
	Iteration 72Q: 3 clusters Score -537483.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -537518.625000 Penalty: 2796.035889
	Iteration 73Q: 3 clusters Score -537518.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -537562.250000 Penalty: 2796.035889
	Iteration 74Q: 3 clusters Score -537562.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -537597.437500 Penalty: 2796.035889
	Iteration 75Q: 3 clusters Score -537597.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -537646.312500 Penalty: 2796.035889
	Iteration 76Q: 3 clusters Score -537646.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -537719.937500 Penalty: 2796.035889
	Iteration 77Q: 3 clusters Score -537719.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -537812.062500 Penalty: 2796.035889
	Iteration 78Q: 3 clusters Score -537812.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -537903.187500 Penalty: 2796.035889
	Iteration 79Q: 3 clusters Score -537903.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -537971.000000 Penalty: 2796.035889
	Iteration 80F: 3 clusters Score -537971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -538005.750000 Penalty: 2796.035889
	Iteration 81Q: 3 clusters Score -538005.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -538025.625000 Penalty: 2796.035889
	Iteration 82Q: 3 clusters Score -538025.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -538037.500000 Penalty: 2796.035889
	Iteration 83Q: 3 clusters Score -538037.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -538041.937500 Penalty: 2796.035889
	Iteration 84Q: 3 clusters Score -538041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -538046.250000 Penalty: 2796.035889
	Iteration 85Q: 3 clusters Score -538046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -538048.375000 Penalty: 2796.035889
	Iteration 86Q: 3 clusters Score -538048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -538051.000000 Penalty: 2796.035889
	Iteration 87Q: 3 clusters Score -538051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -538051.187500 Penalty: 2796.035889
	Iteration 88Q: 3 clusters Score -538051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -538052.062500 Penalty: 2796.035889
	Iteration 89Q: 3 clusters Score -538052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -538052.312500 Penalty: 2796.035889
	Iteration 90Q: 3 clusters Score -538052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -538052.312500 Penalty: 2796.035889
	Iteration 91F: 3 clusters Score -538052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22381 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 62543 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74258 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 109276 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 8493 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 8291 members 
Mstep: Class 30 contains 3666 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8450 members 
Mstep: Class 33 contains 3133 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 2350 members 
Mstep: Class 37 contains 4465 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 17618 members 
Mstep: Class 40 contains 7256 members 
Mstep: Class 41 contains 2298 members 
Mstep: Class 42 contains 1762 members 
Mstep: Class 43 contains 765 members 
Mstep: Class 44 contains 3687 members 
Entering Unmasked Estep 
Score: -54940660.000000 Penalty: 94598.937500
Splitting cluster 42 changes total score from -54940148.000000 to -54940660.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22381 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 62543 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 12 contains 5690 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74258 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 109276 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 8493 members 
Mstep: Class 28 contains 8905 members 
Mstep: Class 29 contains 8291 members 
Mstep: Class 30 contains 3666 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8450 members 
Mstep: Class 33 contains 3133 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 2350 members 
Mstep: Class 37 contains 4465 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 17618 members 
Mstep: Class 40 contains 7256 members 
Mstep: Class 41 contains 2298 members 
Mstep: Class 42 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941228.000000 Penalty: 94598.937500
Iteration 119Q: 45 clusters Score -5.494123e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22379 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 62576 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 28643 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 74235 members 
Mstep: Class 17 contains 43395 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 109446 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 8503 members 
Mstep: Class 28 contains 8929 members 
Mstep: Class 29 contains 8316 members 
Mstep: Class 30 contains 3679 members 
Mstep: Class 31 contains 25513 members 
Mstep: Class 32 contains 8454 members 
Mstep: Class 33 contains 3094 members 
Mstep: Class 34 contains 10045 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 2352 members 
Mstep: Class 37 contains 4506 members 
Mstep: Class 38 contains 593 members 
Mstep: Class 39 contains 17577 members 
Mstep: Class 40 contains 7249 members 
Mstep: Class 41 contains 2283 members 
Mstep: Class 42 contains 1832 members 
Mstep: Class 43 contains 744 members 
Mstep: Class 44 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941804.000000 Penalty: 94598.937500
Iteration 120F: 45 clusters Score -5.49418e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22376 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 62616 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 28633 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 7730 members 
Mstep: Class 11 contains 12760 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 14105 members 
Mstep: Class 14 contains 4169 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 74215 members 
Mstep: Class 17 contains 43224 members 
Mstep: Class 18 contains 11672 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109567 members 
Mstep: Class 22 contains 1236 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3174 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4476 members 
Mstep: Class 27 contains 8507 members 
Mstep: Class 28 contains 8968 members 
Mstep: Class 29 contains 8324 members 
Mstep: Class 30 contains 3660 members 
Mstep: Class 31 contains 25522 members 
Mstep: Class 32 contains 8453 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 10043 members 
Mstep: Class 35 contains 2348 members 
Mstep: Class 36 contains 2351 members 
Mstep: Class 37 contains 4457 members 
Mstep: Class 38 contains 592 members 
Mstep: Class 39 contains 17546 members 
Mstep: Class 40 contains 7243 members 
Mstep: Class 41 contains 2273 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 805 members 
Mstep: Class 44 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942252.000000 Penalty: 94598.937500
Iteration 121Q: 45 clusters Score -5.494225e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22374 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 62652 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 28635 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 12639 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 14068 members 
Mstep: Class 14 contains 4210 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 74209 members 
Mstep: Class 17 contains 43090 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109664 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 579 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 8523 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 8344 members 
Mstep: Class 30 contains 3656 members 
Mstep: Class 31 contains 25525 members 
Mstep: Class 32 contains 8449 members 
Mstep: Class 33 contains 3056 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 2352 members 
Mstep: Class 37 contains 4439 members 
Mstep: Class 38 contains 592 members 
Mstep: Class 39 contains 17504 members 
Mstep: Class 40 contains 7246 members 
Mstep: Class 41 contains 2264 members 
Mstep: Class 42 contains 1893 members 
Mstep: Class 43 contains 834 members 
Mstep: Class 44 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942580.000000 Penalty: 94598.937500
Iteration 122Q: 45 clusters Score -5.494258e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22377 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 62703 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 28632 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 7770 members 
Mstep: Class 11 contains 12524 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74207 members 
Mstep: Class 17 contains 42956 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109747 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 577 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 8541 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 8347 members 
Mstep: Class 30 contains 3661 members 
Mstep: Class 31 contains 25520 members 
Mstep: Class 32 contains 8444 members 
Mstep: Class 33 contains 3043 members 
Mstep: Class 34 contains 10047 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2354 members 
Mstep: Class 37 contains 4426 members 
Mstep: Class 38 contains 590 members 
Mstep: Class 39 contains 17479 members 
Mstep: Class 40 contains 7251 members 
Mstep: Class 41 contains 2251 members 
Mstep: Class 42 contains 1912 members 
Mstep: Class 43 contains 859 members 
Mstep: Class 44 contains 3830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942752.000000 Penalty: 94598.937500
Iteration 123Q: 45 clusters Score -5.494275e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22382 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 62751 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 28633 members 
Mstep: Class 9 contains 4160 members 
Mstep: Class 10 contains 7780 members 
Mstep: Class 11 contains 12401 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 14014 members 
Mstep: Class 14 contains 4278 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74208 members 
Mstep: Class 17 contains 42833 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109820 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4694 members 
Mstep: Class 27 contains 8568 members 
Mstep: Class 28 contains 9008 members 
Mstep: Class 29 contains 8367 members 
Mstep: Class 30 contains 3671 members 
Mstep: Class 31 contains 25520 members 
Mstep: Class 32 contains 8447 members 
Mstep: Class 33 contains 3031 members 
Mstep: Class 34 contains 10054 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2352 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 589 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 7252 members 
Mstep: Class 41 contains 2242 members 
Mstep: Class 42 contains 1933 members 
Mstep: Class 43 contains 882 members 
Mstep: Class 44 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942784.000000 Penalty: 94598.937500
Iteration 124Q: 45 clusters Score -5.494278e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 3 contains 22390 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7544 members 
Mstep: Class 6 contains 62805 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 28631 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 7794 members 
Mstep: Class 11 contains 12301 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 13993 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 74201 members 
Mstep: Class 17 contains 42727 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109874 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 8580 members 
Mstep: Class 28 contains 9013 members 
Mstep: Class 29 contains 8387 members 
Mstep: Class 30 contains 3673 members 
Mstep: Class 31 contains 25519 members 
Mstep: Class 32 contains 8453 members 
Mstep: Class 33 contains 3026 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 2351 members 
Mstep: Class 37 contains 4417 members 
Mstep: Class 38 contains 589 members 
Mstep: Class 39 contains 17442 members 
Mstep: Class 40 contains 7252 members 
Mstep: Class 41 contains 2228 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 898 members 
Mstep: Class 44 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942848.000000 Penalty: 94598.937500
Iteration 125Q: 45 clusters Score -5.494285e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 62846 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28629 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 74197 members 
Mstep: Class 17 contains 42639 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109923 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 3161 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 8596 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 8398 members 
Mstep: Class 30 contains 3677 members 
Mstep: Class 31 contains 25515 members 
Mstep: Class 32 contains 8454 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2353 members 
Mstep: Class 37 contains 4409 members 
Mstep: Class 38 contains 589 members 
Mstep: Class 39 contains 17423 members 
Mstep: Class 40 contains 7249 members 
Mstep: Class 41 contains 2215 members 
Mstep: Class 42 contains 1959 members 
Mstep: Class 43 contains 915 members 
Mstep: Class 44 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942972.000000 Penalty: 94598.937500
Iteration 126Q: 45 clusters Score -5.494297e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 62883 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28641 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 12146 members 
Mstep: Class 12 contains 5719 members 
Mstep: Class 13 contains 13969 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 74199 members 
Mstep: Class 17 contains 42548 members 
Mstep: Class 18 contains 11699 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 109975 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 562 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 8405 members 
Mstep: Class 30 contains 3682 members 
Mstep: Class 31 contains 25518 members 
Mstep: Class 32 contains 8454 members 
Mstep: Class 33 contains 3004 members 
Mstep: Class 34 contains 10047 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2354 members 
Mstep: Class 37 contains 4405 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 17410 members 
Mstep: Class 40 contains 7246 members 
Mstep: Class 41 contains 2202 members 
Mstep: Class 42 contains 1971 members 
Mstep: Class 43 contains 932 members 
Mstep: Class 44 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943160.000000 Penalty: 94598.937500
Iteration 127Q: 45 clusters Score -5.494316e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 7555 members 
Mstep: Class 6 contains 62917 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28646 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 7821 members 
Mstep: Class 11 contains 12089 members 
Mstep: Class 12 contains 5723 members 
Mstep: Class 13 contains 13963 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 74191 members 
Mstep: Class 17 contains 42474 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110013 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 8617 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 8402 members 
Mstep: Class 30 contains 3686 members 
Mstep: Class 31 contains 25516 members 
Mstep: Class 32 contains 8457 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 10047 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2354 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 17408 members 
Mstep: Class 40 contains 7247 members 
Mstep: Class 41 contains 2197 members 
Mstep: Class 42 contains 1974 members 
Mstep: Class 43 contains 953 members 
Mstep: Class 44 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943152.000000 Penalty: 94598.937500
Iteration 128Q: 45 clusters Score -5.494315e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 22401 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 62940 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28644 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 7831 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 12 contains 5728 members 
Mstep: Class 13 contains 13949 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 74188 members 
Mstep: Class 17 contains 42414 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 3410 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110046 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 9037 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 3688 members 
Mstep: Class 31 contains 25521 members 
Mstep: Class 32 contains 8456 members 
Mstep: Class 33 contains 2986 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2354 members 
Mstep: Class 37 contains 4399 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 17394 members 
Mstep: Class 40 contains 7246 members 
Mstep: Class 41 contains 2196 members 
Mstep: Class 42 contains 1981 members 
Mstep: Class 43 contains 967 members 
Mstep: Class 44 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943340.000000 Penalty: 94598.937500
Iteration 129Q: 45 clusters Score -5.494334e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22401 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 62967 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28650 members 
Mstep: Class 9 contains 3909 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 12001 members 
Mstep: Class 12 contains 5735 members 
Mstep: Class 13 contains 13937 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 74181 members 
Mstep: Class 17 contains 42357 members 
Mstep: Class 18 contains 11704 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110073 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 9039 members 
Mstep: Class 29 contains 8410 members 
Mstep: Class 30 contains 3690 members 
Mstep: Class 31 contains 25526 members 
Mstep: Class 32 contains 8457 members 
Mstep: Class 33 contains 2979 members 
Mstep: Class 34 contains 10054 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 17384 members 
Mstep: Class 40 contains 7245 members 
Mstep: Class 41 contains 2194 members 
Mstep: Class 42 contains 1984 members 
Mstep: Class 43 contains 977 members 
Mstep: Class 44 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943420.000000 Penalty: 94598.937500
Iteration 130Q: 45 clusters Score -5.494342e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22403 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 62989 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28654 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 7842 members 
Mstep: Class 11 contains 11970 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 74179 members 
Mstep: Class 17 contains 42308 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110098 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3161 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 8639 members 
Mstep: Class 28 contains 9046 members 
Mstep: Class 29 contains 8417 members 
Mstep: Class 30 contains 3692 members 
Mstep: Class 31 contains 25529 members 
Mstep: Class 32 contains 8462 members 
Mstep: Class 33 contains 2976 members 
Mstep: Class 34 contains 10052 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4401 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 17376 members 
Mstep: Class 40 contains 7245 members 
Mstep: Class 41 contains 2190 members 
Mstep: Class 42 contains 1992 members 
Mstep: Class 43 contains 982 members 
Mstep: Class 44 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943384.000000 Penalty: 94598.937500
Iteration 131Q: 45 clusters Score -5.494338e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22403 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 63006 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28655 members 
Mstep: Class 9 contains 3852 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 11941 members 
Mstep: Class 12 contains 5742 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 74183 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110128 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3161 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 8642 members 
Mstep: Class 28 contains 9046 members 
Mstep: Class 29 contains 8426 members 
Mstep: Class 30 contains 3694 members 
Mstep: Class 31 contains 25527 members 
Mstep: Class 32 contains 8463 members 
Mstep: Class 33 contains 2974 members 
Mstep: Class 34 contains 10053 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 17365 members 
Mstep: Class 40 contains 7244 members 
Mstep: Class 41 contains 2186 members 
Mstep: Class 42 contains 1997 members 
Mstep: Class 43 contains 986 members 
Mstep: Class 44 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943420.000000 Penalty: 94598.937500
Iteration 132Q: 45 clusters Score -5.494342e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22404 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 63021 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28658 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 5747 members 
Mstep: Class 13 contains 13890 members 
Mstep: Class 14 contains 4404 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 74183 members 
Mstep: Class 17 contains 42220 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110160 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 8648 members 
Mstep: Class 28 contains 9042 members 
Mstep: Class 29 contains 8430 members 
Mstep: Class 30 contains 3694 members 
Mstep: Class 31 contains 25523 members 
Mstep: Class 32 contains 8463 members 
Mstep: Class 33 contains 2972 members 
Mstep: Class 34 contains 10058 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4400 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 17348 members 
Mstep: Class 40 contains 7242 members 
Mstep: Class 41 contains 2184 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 989 members 
Mstep: Class 44 contains 4233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943424.000000 Penalty: 94598.937500
Iteration 133Q: 45 clusters Score -5.494342e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 4 contains 1641 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 63041 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28660 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 7871 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 13884 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 74181 members 
Mstep: Class 17 contains 42170 members 
Mstep: Class 18 contains 11704 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110192 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 4963 members 
Mstep: Class 27 contains 8655 members 
Mstep: Class 28 contains 9038 members 
Mstep: Class 29 contains 8440 members 
Mstep: Class 30 contains 3695 members 
Mstep: Class 31 contains 25521 members 
Mstep: Class 32 contains 8462 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4394 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 17335 members 
Mstep: Class 40 contains 7239 members 
Mstep: Class 41 contains 2183 members 
Mstep: Class 42 contains 1996 members 
Mstep: Class 43 contains 992 members 
Mstep: Class 44 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943412.000000 Penalty: 94598.937500
Iteration 134Q: 45 clusters Score -5.494341e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 63055 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28661 members 
Mstep: Class 9 contains 3789 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 13879 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 74181 members 
Mstep: Class 17 contains 42126 members 
Mstep: Class 18 contains 11704 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110224 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 8660 members 
Mstep: Class 28 contains 9029 members 
Mstep: Class 29 contains 8447 members 
Mstep: Class 30 contains 3695 members 
Mstep: Class 31 contains 25521 members 
Mstep: Class 32 contains 8462 members 
Mstep: Class 33 contains 2967 members 
Mstep: Class 34 contains 10073 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4390 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 17326 members 
Mstep: Class 40 contains 7237 members 
Mstep: Class 41 contains 2181 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 995 members 
Mstep: Class 44 contains 4280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943352.000000 Penalty: 94598.937500
Iteration 135Q: 45 clusters Score -5.494335e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22403 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 63069 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 28660 members 
Mstep: Class 9 contains 3773 members 
Mstep: Class 10 contains 7891 members 
Mstep: Class 11 contains 11809 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 74192 members 
Mstep: Class 17 contains 42083 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110250 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5006 members 
Mstep: Class 27 contains 8667 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 8454 members 
Mstep: Class 30 contains 3695 members 
Mstep: Class 31 contains 25523 members 
Mstep: Class 32 contains 8464 members 
Mstep: Class 33 contains 2962 members 
Mstep: Class 34 contains 10083 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4389 members 
Mstep: Class 38 contains 585 members 
Mstep: Class 39 contains 17312 members 
Mstep: Class 40 contains 7232 members 
Mstep: Class 41 contains 2179 members 
Mstep: Class 42 contains 1999 members 
Mstep: Class 43 contains 996 members 
Mstep: Class 44 contains 4300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943312.000000 Penalty: 94598.937500
Iteration 136Q: 45 clusters Score -5.494331e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22403 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 63092 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 28658 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 11781 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 13866 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 74195 members 
Mstep: Class 17 contains 42031 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110278 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3161 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5023 members 
Mstep: Class 27 contains 8673 members 
Mstep: Class 28 contains 9019 members 
Mstep: Class 29 contains 8461 members 
Mstep: Class 30 contains 3694 members 
Mstep: Class 31 contains 25522 members 
Mstep: Class 32 contains 8465 members 
Mstep: Class 33 contains 2958 members 
Mstep: Class 34 contains 10089 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4391 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 17306 members 
Mstep: Class 40 contains 7230 members 
Mstep: Class 41 contains 2181 members 
Mstep: Class 42 contains 2002 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 4314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943436.000000 Penalty: 94598.937500
Iteration 137Q: 45 clusters Score -5.494344e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22403 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 63105 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28654 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 11768 members 
Mstep: Class 12 contains 5756 members 
Mstep: Class 13 contains 13855 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 74191 members 
Mstep: Class 17 contains 41989 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110307 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 8678 members 
Mstep: Class 28 contains 9011 members 
Mstep: Class 29 contains 8458 members 
Mstep: Class 30 contains 3694 members 
Mstep: Class 31 contains 25522 members 
Mstep: Class 32 contains 8470 members 
Mstep: Class 33 contains 2955 members 
Mstep: Class 34 contains 10097 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2355 members 
Mstep: Class 37 contains 4398 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 17288 members 
Mstep: Class 40 contains 7227 members 
Mstep: Class 41 contains 2180 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 998 members 
Mstep: Class 44 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943372.000000 Penalty: 94598.937500
Iteration 138Q: 45 clusters Score -5.494337e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22404 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 63114 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28651 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 10 contains 7925 members 
Mstep: Class 11 contains 11753 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 13840 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 74188 members 
Mstep: Class 17 contains 41955 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110332 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 8680 members 
Mstep: Class 28 contains 9009 members 
Mstep: Class 29 contains 8458 members 
Mstep: Class 30 contains 3695 members 
Mstep: Class 31 contains 25524 members 
Mstep: Class 32 contains 8473 members 
Mstep: Class 33 contains 2952 members 
Mstep: Class 34 contains 10102 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2356 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 17281 members 
Mstep: Class 40 contains 7225 members 
Mstep: Class 41 contains 2177 members 
Mstep: Class 42 contains 2007 members 
Mstep: Class 43 contains 998 members 
Mstep: Class 44 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943328.000000 Penalty: 94598.937500
Iteration 139Q: 45 clusters Score -5.494333e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22405 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 63120 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 28654 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11738 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 13831 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 74186 members 
Mstep: Class 17 contains 41931 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110350 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 9006 members 
Mstep: Class 29 contains 8463 members 
Mstep: Class 30 contains 3696 members 
Mstep: Class 31 contains 25526 members 
Mstep: Class 32 contains 8475 members 
Mstep: Class 33 contains 2950 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2357 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 17275 members 
Mstep: Class 40 contains 7226 members 
Mstep: Class 41 contains 2174 members 
Mstep: Class 42 contains 2009 members 
Mstep: Class 43 contains 1000 members 
Mstep: Class 44 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943308.000000 Penalty: 94598.937500
Iteration 140F: 45 clusters Score -5.494331e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22401 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 63122 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 8 contains 28654 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 11718 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 13826 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74187 members 
Mstep: Class 17 contains 41909 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110368 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3165 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 8681 members 
Mstep: Class 28 contains 9005 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3696 members 
Mstep: Class 31 contains 25525 members 
Mstep: Class 32 contains 8478 members 
Mstep: Class 33 contains 2950 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2358 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 17266 members 
Mstep: Class 40 contains 7224 members 
Mstep: Class 41 contains 2173 members 
Mstep: Class 42 contains 2011 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943288.000000 Penalty: 94598.937500
Iteration 141Q: 45 clusters Score -5.494329e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22401 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 63128 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 28649 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 11695 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 13819 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74193 members 
Mstep: Class 17 contains 41884 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110384 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5083 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 9005 members 
Mstep: Class 29 contains 8477 members 
Mstep: Class 30 contains 3699 members 
Mstep: Class 31 contains 25523 members 
Mstep: Class 32 contains 8479 members 
Mstep: Class 33 contains 2948 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2359 members 
Mstep: Class 37 contains 4412 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 7224 members 
Mstep: Class 41 contains 2171 members 
Mstep: Class 42 contains 2015 members 
Mstep: Class 43 contains 1020 members 
Mstep: Class 44 contains 4387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943360.000000 Penalty: 94598.937500
Iteration 142Q: 45 clusters Score -5.494336e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22400 members 
Mstep: Class 4 contains 1646 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 63131 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 11678 members 
Mstep: Class 12 contains 5778 members 
Mstep: Class 13 contains 13815 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74193 members 
Mstep: Class 17 contains 41862 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110401 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 8692 members 
Mstep: Class 28 contains 9003 members 
Mstep: Class 29 contains 8481 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25521 members 
Mstep: Class 32 contains 8478 members 
Mstep: Class 33 contains 2946 members 
Mstep: Class 34 contains 10109 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2361 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17254 members 
Mstep: Class 40 contains 7222 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2016 members 
Mstep: Class 43 contains 1031 members 
Mstep: Class 44 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943424.000000 Penalty: 94598.937500
Iteration 143Q: 45 clusters Score -5.494342e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22400 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 63136 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 28647 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 11658 members 
Mstep: Class 12 contains 5781 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74196 members 
Mstep: Class 17 contains 41846 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110411 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3168 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 9003 members 
Mstep: Class 29 contains 8484 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 25517 members 
Mstep: Class 32 contains 8478 members 
Mstep: Class 33 contains 2941 members 
Mstep: Class 34 contains 10106 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2362 members 
Mstep: Class 37 contains 4404 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17245 members 
Mstep: Class 40 contains 7221 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2018 members 
Mstep: Class 43 contains 1038 members 
Mstep: Class 44 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943516.000000 Penalty: 94598.937500
Iteration 144Q: 45 clusters Score -5.494352e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 22399 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 63140 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 11640 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 13797 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74194 members 
Mstep: Class 17 contains 41832 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110419 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 8707 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 25517 members 
Mstep: Class 32 contains 8479 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2363 members 
Mstep: Class 37 contains 4397 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17237 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2020 members 
Mstep: Class 43 contains 1047 members 
Mstep: Class 44 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943516.000000 Penalty: 94598.937500
Iteration 145Q: 45 clusters Score -5.494352e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1580 members 
Mstep: Class 3 contains 22399 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 63143 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 11616 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 13784 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74198 members 
Mstep: Class 17 contains 41816 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110430 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5129 members 
Mstep: Class 27 contains 8714 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 8494 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 25516 members 
Mstep: Class 32 contains 8480 members 
Mstep: Class 33 contains 2934 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17236 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2021 members 
Mstep: Class 43 contains 1059 members 
Mstep: Class 44 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943460.000000 Penalty: 94598.937500
Iteration 146Q: 45 clusters Score -5.494346e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1580 members 
Mstep: Class 3 contains 22398 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 63147 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28647 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 13774 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74207 members 
Mstep: Class 17 contains 41802 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110439 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3173 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 8719 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 8488 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 25518 members 
Mstep: Class 32 contains 8479 members 
Mstep: Class 33 contains 2934 members 
Mstep: Class 34 contains 10108 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17235 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1069 members 
Mstep: Class 44 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943624.000000 Penalty: 94598.937500
Iteration 147Q: 45 clusters Score -5.494362e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1649 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 63154 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28646 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 11560 members 
Mstep: Class 12 contains 5784 members 
Mstep: Class 13 contains 13763 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74213 members 
Mstep: Class 17 contains 41795 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110442 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3179 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5148 members 
Mstep: Class 27 contains 8730 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 8481 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 25515 members 
Mstep: Class 32 contains 8481 members 
Mstep: Class 33 contains 2932 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 4376 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 17234 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1076 members 
Mstep: Class 44 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943692.000000 Penalty: 94598.937500
Iteration 148Q: 45 clusters Score -5.494369e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 28643 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 5787 members 
Mstep: Class 13 contains 13753 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 74219 members 
Mstep: Class 17 contains 41788 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110446 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3180 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 8736 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 8478 members 
Mstep: Class 30 contains 3708 members 
Mstep: Class 31 contains 25512 members 
Mstep: Class 32 contains 8482 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 17232 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2170 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1083 members 
Mstep: Class 44 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943704.000000 Penalty: 94598.937500
Iteration 149Q: 45 clusters Score -5.49437e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63166 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 28645 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 11513 members 
Mstep: Class 12 contains 5788 members 
Mstep: Class 13 contains 13745 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 74222 members 
Mstep: Class 17 contains 41778 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110449 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3179 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5170 members 
Mstep: Class 27 contains 8746 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 8474 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 25512 members 
Mstep: Class 32 contains 8483 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 10102 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 2365 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 17231 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2169 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1086 members 
Mstep: Class 44 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943712.000000 Penalty: 94598.937500
Iteration 150Q: 45 clusters Score -5.494371e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63174 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 28646 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 7952 members 
Mstep: Class 11 contains 11497 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 4483 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74227 members 
Mstep: Class 17 contains 41765 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3379 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110454 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 557 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 8749 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 8468 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25513 members 
Mstep: Class 32 contains 8482 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 10102 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4384 members 
Mstep: Class 38 contains 585 members 
Mstep: Class 39 contains 17233 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2169 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943704.000000 Penalty: 94598.937500
Iteration 151Q: 45 clusters Score -5.49437e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63183 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28643 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 7954 members 
Mstep: Class 11 contains 11475 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74236 members 
Mstep: Class 17 contains 41748 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 3379 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110461 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 8753 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 8474 members 
Mstep: Class 30 contains 3703 members 
Mstep: Class 31 contains 25513 members 
Mstep: Class 32 contains 8483 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 10099 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4390 members 
Mstep: Class 38 contains 585 members 
Mstep: Class 39 contains 17231 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2169 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943716.000000 Penalty: 94598.937500
Iteration 152Q: 45 clusters Score -5.494372e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63187 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28644 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 11454 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74245 members 
Mstep: Class 17 contains 41740 members 
Mstep: Class 18 contains 11706 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110467 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5198 members 
Mstep: Class 27 contains 8753 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 8473 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 25511 members 
Mstep: Class 32 contains 8483 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 10099 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 17227 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2169 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 1092 members 
Mstep: Class 44 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943824.000000 Penalty: 94598.937500
Iteration 153Q: 45 clusters Score -5.494382e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1592 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 63191 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28643 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 11439 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74251 members 
Mstep: Class 17 contains 41733 members 
Mstep: Class 18 contains 11707 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110470 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 8754 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 8475 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8483 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4369 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 17224 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2169 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1095 members 
Mstep: Class 44 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943844.000000 Penalty: 94598.937500
Iteration 154Q: 45 clusters Score -5.494384e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1594 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63197 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28643 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 11426 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 4488 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74254 members 
Mstep: Class 17 contains 41727 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110471 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3174 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5211 members 
Mstep: Class 27 contains 8759 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 8475 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 25511 members 
Mstep: Class 32 contains 8483 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 10104 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4358 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 17221 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2168 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1098 members 
Mstep: Class 44 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943828.000000 Penalty: 94598.937500
Iteration 155Q: 45 clusters Score -5.494383e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 63204 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28642 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 11420 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13731 members 
Mstep: Class 14 contains 4491 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74255 members 
Mstep: Class 17 contains 41718 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110473 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3174 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5212 members 
Mstep: Class 27 contains 8762 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8475 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 25513 members 
Mstep: Class 32 contains 8483 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4340 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 17217 members 
Mstep: Class 40 contains 7217 members 
Mstep: Class 41 contains 2167 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1100 members 
Mstep: Class 44 contains 4438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943804.000000 Penalty: 94598.937500
Iteration 156Q: 45 clusters Score -5.49438e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1600 members 
Mstep: Class 3 contains 22394 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 63213 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28642 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 7959 members 
Mstep: Class 11 contains 11412 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74259 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110476 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5214 members 
Mstep: Class 27 contains 8765 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8472 members 
Mstep: Class 30 contains 3707 members 
Mstep: Class 31 contains 25514 members 
Mstep: Class 32 contains 8485 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4314 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 17215 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2167 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1103 members 
Mstep: Class 44 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943868.000000 Penalty: 94598.937500
Iteration 157Q: 45 clusters Score -5.494387e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1601 members 
Mstep: Class 3 contains 22394 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63218 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28641 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13723 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74260 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110479 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5218 members 
Mstep: Class 27 contains 8767 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8472 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 25511 members 
Mstep: Class 32 contains 8488 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4291 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 17213 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2167 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1106 members 
Mstep: Class 44 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943844.000000 Penalty: 94598.937500
Iteration 158Q: 45 clusters Score -5.494384e+07 nChanged 72
Entering ConstructFrom: 
Score: -54943844.000000 Penalty: 94598.937500
Entering ConstructFrom: 
Trying to split cluster 1 (4345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Entering Unmasked Estep 
Score: -419615.750000 Penalty: 1361.226929
	Iteration 0F: 2 clusters Score -419615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -416016.312500 Penalty: 2722.453857
	Iteration 0F: 3 clusters Score -416016.3 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -417041.937500 Penalty: 2722.453857
	Iteration 1F: 3 clusters Score -417041.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -417270.968750 Penalty: 2722.453857
	Iteration 2F: 3 clusters Score -417271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -417487.125000 Penalty: 2722.453857
	Iteration 3F: 3 clusters Score -417487.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -417711.156250 Penalty: 2722.453857
	Iteration 4F: 3 clusters Score -417711.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -417911.906250 Penalty: 2722.453857
	Iteration 5F: 3 clusters Score -417911.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -418087.843750 Penalty: 2722.453857
	Iteration 6F: 3 clusters Score -418087.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -418296.750000 Penalty: 2722.453857
	Iteration 7Q: 3 clusters Score -418296.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -418491.250000 Penalty: 2722.453857
	Iteration 8Q: 3 clusters Score -418491.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -418661.687500 Penalty: 2722.453857
	Iteration 9Q: 3 clusters Score -418661.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -418819.875000 Penalty: 2722.453857
	Iteration 10Q: 3 clusters Score -418819.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -418960.937500 Penalty: 2722.453857
	Iteration 11Q: 3 clusters Score -418960.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -419068.562500 Penalty: 2722.453857
	Iteration 12Q: 3 clusters Score -419068.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -419122.437500 Penalty: 2722.453857
	Iteration 13Q: 3 clusters Score -419122.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -419153.625000 Penalty: 2722.453857
	Iteration 14Q: 3 clusters Score -419153.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -419170.937500 Penalty: 2722.453857
	Iteration 15Q: 3 clusters Score -419170.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -419180.500000 Penalty: 2722.453857
	Iteration 16Q: 3 clusters Score -419180.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -419188.468750 Penalty: 2722.453857
	Iteration 17Q: 3 clusters Score -419188.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -419194.781250 Penalty: 2722.453857
	Iteration 18Q: 3 clusters Score -419194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -419198.687500 Penalty: 2722.453857
	Iteration 19Q: 3 clusters Score -419198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -419199.687500 Penalty: 2722.453857
	Iteration 20F: 3 clusters Score -419199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -419201.718750 Penalty: 2722.453857
	Iteration 21Q: 3 clusters Score -419201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -419201.750000 Penalty: 2722.453857
	Iteration 22Q: 3 clusters Score -419201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -419202.625000 Penalty: 2722.453857
	Iteration 23Q: 3 clusters Score -419202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -419202.312500 Penalty: 2722.453857
	Iteration 24Q: 3 clusters Score -419202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -419202.531250 Penalty: 2722.453857
	Iteration 25Q: 3 clusters Score -419202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -419203.250000 Penalty: 2722.453857
	Iteration 26Q: 3 clusters Score -419203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -419203.687500 Penalty: 2722.453857
	Iteration 27Q: 3 clusters Score -419203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -419204.500000 Penalty: 2722.453857
	Iteration 28Q: 3 clusters Score -419204.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -419204.593750 Penalty: 2722.453857
	Iteration 29Q: 3 clusters Score -419204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -419206.031250 Penalty: 2722.453857
	Iteration 30Q: 3 clusters Score -419206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -419205.781250 Penalty: 2722.453857
	Iteration 31Q: 3 clusters Score -419205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -419205.781250 Penalty: 2722.453857
	Iteration 32F: 3 clusters Score -419205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -132217.671875 Penalty: 1199.291504
	Iteration 0F: 2 clusters Score -132217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -130410.937500 Penalty: 2398.583008
	Iteration 0F: 3 clusters Score -130410.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130920.625000 Penalty: 2398.583008
	Iteration 1F: 3 clusters Score -130920.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131166.328125 Penalty: 2398.583008
	Iteration 2F: 3 clusters Score -131166.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -131297.093750 Penalty: 2398.583008
	Iteration 3F: 3 clusters Score -131297.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -131373.312500 Penalty: 2398.583008
	Iteration 4Q: 3 clusters Score -131373.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -131434.625000 Penalty: 2398.583008
	Iteration 5Q: 3 clusters Score -131434.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -131482.625000 Penalty: 2398.583008
	Iteration 6Q: 3 clusters Score -131482.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131502.453125 Penalty: 2398.583008
	Iteration 7Q: 3 clusters Score -131502.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -131528.046875 Penalty: 2398.583008
	Iteration 8Q: 3 clusters Score -131528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -131561.062500 Penalty: 2398.583008
	Iteration 9Q: 3 clusters Score -131561.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -131583.890625 Penalty: 2398.583008
	Iteration 10Q: 3 clusters Score -131583.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131608.140625 Penalty: 2398.583008
	Iteration 11Q: 3 clusters Score -131608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -131619.281250 Penalty: 2398.583008
	Iteration 12Q: 3 clusters Score -131619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -131627.468750 Penalty: 2398.583008
	Iteration 13Q: 3 clusters Score -131627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -131631.437500 Penalty: 2398.583008
	Iteration 14Q: 3 clusters Score -131631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -131632.515625 Penalty: 2398.583008
	Iteration 15Q: 3 clusters Score -131632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131633.875000 Penalty: 2398.583008
	Iteration 16Q: 3 clusters Score -131633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131634.156250 Penalty: 2398.583008
	Iteration 17Q: 3 clusters Score -131634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131634.156250 Penalty: 2398.583008
	Iteration 18F: 3 clusters Score -131634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Entering Unmasked Estep 
Score: -2295917.750000 Penalty: 1627.689087
	Iteration 0F: 2 clusters Score -2295918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2280766.000000 Penalty: 3255.378174
	Iteration 0F: 3 clusters Score -2280766 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2286247.500000 Penalty: 3255.378174
	Iteration 1F: 3 clusters Score -2286248 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2286609.000000 Penalty: 3255.378174
	Iteration 2Q: 3 clusters Score -2286609 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2287052.500000 Penalty: 3255.378174
	Iteration 3Q: 3 clusters Score -2287052 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2287645.000000 Penalty: 3255.378174
	Iteration 4F: 3 clusters Score -2287645 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2288354.000000 Penalty: 3255.378174
	Iteration 5F: 3 clusters Score -2288354 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2289146.250000 Penalty: 3255.378174
	Iteration 6F: 3 clusters Score -2289146 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2289978.250000 Penalty: 3255.378174
	Iteration 7F: 3 clusters Score -2289978 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2290804.250000 Penalty: 3255.378174
	Iteration 8F: 3 clusters Score -2290804 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2291586.250000 Penalty: 3255.378174
	Iteration 9F: 3 clusters Score -2291586 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2292203.750000 Penalty: 3255.378174
	Iteration 10Q: 3 clusters Score -2292204 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2292614.250000 Penalty: 3255.378174
	Iteration 11Q: 3 clusters Score -2292614 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2292882.000000 Penalty: 3255.378174
	Iteration 12Q: 3 clusters Score -2292882 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2293051.000000 Penalty: 3255.378174
	Iteration 13Q: 3 clusters Score -2293051 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2293180.250000 Penalty: 3255.378174
	Iteration 14Q: 3 clusters Score -2293180 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2293281.500000 Penalty: 3255.378174
	Iteration 15Q: 3 clusters Score -2293282 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2293376.250000 Penalty: 3255.378174
	Iteration 16Q: 3 clusters Score -2293376 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2293474.000000 Penalty: 3255.378174
	Iteration 17Q: 3 clusters Score -2293474 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2293560.250000 Penalty: 3255.378174
	Iteration 18Q: 3 clusters Score -2293560 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2293640.250000 Penalty: 3255.378174
	Iteration 19Q: 3 clusters Score -2293640 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2293697.500000 Penalty: 3255.378174
	Iteration 20F: 3 clusters Score -2293698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2293773.250000 Penalty: 3255.378174
	Iteration 21Q: 3 clusters Score -2293773 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2293849.250000 Penalty: 3255.378174
	Iteration 22Q: 3 clusters Score -2293849 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2293922.000000 Penalty: 3255.378174
	Iteration 23Q: 3 clusters Score -2293922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2293985.250000 Penalty: 3255.378174
	Iteration 24Q: 3 clusters Score -2293985 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2294058.500000 Penalty: 3255.378174
	Iteration 25Q: 3 clusters Score -2294058 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2294121.500000 Penalty: 3255.378174
	Iteration 26Q: 3 clusters Score -2294122 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2294179.250000 Penalty: 3255.378174
	Iteration 27Q: 3 clusters Score -2294179 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2294244.750000 Penalty: 3255.378174
	Iteration 28Q: 3 clusters Score -2294245 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2294297.500000 Penalty: 3255.378174
	Iteration 29Q: 3 clusters Score -2294298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2294346.000000 Penalty: 3255.378174
	Iteration 30Q: 3 clusters Score -2294346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2294394.750000 Penalty: 3255.378174
	Iteration 31Q: 3 clusters Score -2294395 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2294439.250000 Penalty: 3255.378174
	Iteration 32Q: 3 clusters Score -2294439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2294500.750000 Penalty: 3255.378174
	Iteration 33Q: 3 clusters Score -2294501 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2294537.500000 Penalty: 3255.378174
	Iteration 34Q: 3 clusters Score -2294538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2294584.750000 Penalty: 3255.378174
	Iteration 35Q: 3 clusters Score -2294585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2294634.500000 Penalty: 3255.378174
	Iteration 36Q: 3 clusters Score -2294634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2294662.250000 Penalty: 3255.378174
	Iteration 37Q: 3 clusters Score -2294662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2294706.000000 Penalty: 3255.378174
	Iteration 38Q: 3 clusters Score -2294706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2294734.250000 Penalty: 3255.378174
	Iteration 39Q: 3 clusters Score -2294734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2294760.000000 Penalty: 3255.378174
	Iteration 40F: 3 clusters Score -2294760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2294791.250000 Penalty: 3255.378174
	Iteration 41Q: 3 clusters Score -2294791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2294806.500000 Penalty: 3255.378174
	Iteration 42Q: 3 clusters Score -2294806 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2294828.500000 Penalty: 3255.378174
	Iteration 43Q: 3 clusters Score -2294828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2294856.250000 Penalty: 3255.378174
	Iteration 44Q: 3 clusters Score -2294856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2294879.000000 Penalty: 3255.378174
	Iteration 45Q: 3 clusters Score -2294879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2294897.250000 Penalty: 3255.378174
	Iteration 46Q: 3 clusters Score -2294897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2294921.000000 Penalty: 3255.378174
	Iteration 47Q: 3 clusters Score -2294921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2294940.000000 Penalty: 3255.378174
	Iteration 48Q: 3 clusters Score -2294940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2294955.250000 Penalty: 3255.378174
	Iteration 49Q: 3 clusters Score -2294955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2294966.750000 Penalty: 3255.378174
	Iteration 50Q: 3 clusters Score -2294967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2294976.500000 Penalty: 3255.378174
	Iteration 51Q: 3 clusters Score -2294976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2294982.500000 Penalty: 3255.378174
	Iteration 52Q: 3 clusters Score -2294982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2294990.000000 Penalty: 3255.378174
	Iteration 53Q: 3 clusters Score -2294990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2294994.000000 Penalty: 3255.378174
	Iteration 54Q: 3 clusters Score -2294994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2294999.250000 Penalty: 3255.378174
	Iteration 55Q: 3 clusters Score -2294999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2294997.250000 Penalty: 3255.378174
	Iteration 56Q: 3 clusters Score -2294997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2294999.750000 Penalty: 3255.378174
	Iteration 57Q: 3 clusters Score -2295000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2295002.250000 Penalty: 3255.378174
	Iteration 58Q: 3 clusters Score -2295002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2295008.250000 Penalty: 3255.378174
	Iteration 59Q: 3 clusters Score -2295008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2295009.000000 Penalty: 3255.378174
	Iteration 60F: 3 clusters Score -2295009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2295004.250000 Penalty: 3255.378174
	Iteration 61Q: 3 clusters Score -2295004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2295008.500000 Penalty: 3255.378174
	Iteration 62Q: 3 clusters Score -2295008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2295008.500000 Penalty: 3255.378174
	Iteration 63Q: 3 clusters Score -2295008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2295010.250000 Penalty: 3255.378174
	Iteration 64Q: 3 clusters Score -2295010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2295017.750000 Penalty: 3255.378174
	Iteration 65Q: 3 clusters Score -2295018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2295018.500000 Penalty: 3255.378174
	Iteration 66Q: 3 clusters Score -2295018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2295022.750000 Penalty: 3255.378174
	Iteration 67Q: 3 clusters Score -2295023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2295022.250000 Penalty: 3255.378174
	Iteration 68Q: 3 clusters Score -2295022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2295022.750000 Penalty: 3255.378174
	Iteration 69Q: 3 clusters Score -2295023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2295020.250000 Penalty: 3255.378174
	Iteration 70Q: 3 clusters Score -2295020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2295022.250000 Penalty: 3255.378174
	Iteration 71Q: 3 clusters Score -2295022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2295021.500000 Penalty: 3255.378174
	Iteration 72Q: 3 clusters Score -2295022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2295021.500000 Penalty: 3255.378174
	Iteration 73F: 3 clusters Score -2295022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -167729.187500 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -167729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165829.437500 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -165829.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166213.687500 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -166213.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166324.000000 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -166324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166385.234375 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -166385.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166422.109375 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -166422.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166448.578125 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -166448.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -166474.250000 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -166474.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166495.531250 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -166495.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -166510.968750 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -166511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166523.156250 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -166523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166529.234375 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -166529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -166537.890625 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -166537.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166549.375000 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -166549.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -166564.640625 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -166564.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -166581.546875 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -166581.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -166596.781250 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -166596.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -166616.875000 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -166616.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -166630.140625 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -166630.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -166642.734375 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -166642.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -166654.265625 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -166654.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166664.750000 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -166664.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166676.468750 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -166676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -166688.468750 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -166688.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -166702.984375 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -166703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -166714.593750 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -166714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -166723.171875 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -166723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -166738.984375 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -166739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -166750.187500 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -166750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -166758.921875 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -166758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -166766.000000 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -166766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -166769.437500 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -166769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -166771.500000 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -166771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -166772.515625 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -166772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -166773.750000 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -166773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -166775.406250 Penalty: 2407.772461
	Iteration 34Q: 3 clusters Score -166775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -166776.750000 Penalty: 2407.772461
	Iteration 35Q: 3 clusters Score -166776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -166777.703125 Penalty: 2407.772461
	Iteration 36Q: 3 clusters Score -166777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -166778.234375 Penalty: 2407.772461
	Iteration 37Q: 3 clusters Score -166778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -166779.359375 Penalty: 2407.772461
	Iteration 38Q: 3 clusters Score -166779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -166783.468750 Penalty: 2407.772461
	Iteration 39Q: 3 clusters Score -166783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -166786.093750 Penalty: 2407.772461
	Iteration 40F: 3 clusters Score -166786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -166786.265625 Penalty: 2407.772461
	Iteration 41Q: 3 clusters Score -166786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -166786.265625 Penalty: 2407.772461
	Iteration 42F: 3 clusters Score -166786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Entering Unmasked Estep 
Score: -778503.625000 Penalty: 1451.677490
	Iteration 0F: 2 clusters Score -778503.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -772923.375000 Penalty: 2903.354980
	Iteration 0F: 3 clusters Score -772923.4 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -774649.875000 Penalty: 2903.354980
	Iteration 1F: 3 clusters Score -774649.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -774843.437500 Penalty: 2903.354980
	Iteration 2F: 3 clusters Score -774843.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -774964.750000 Penalty: 2903.354980
	Iteration 3Q: 3 clusters Score -774964.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -775058.375000 Penalty: 2903.354980
	Iteration 4Q: 3 clusters Score -775058.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -775127.312500 Penalty: 2903.354980
	Iteration 5Q: 3 clusters Score -775127.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -775196.500000 Penalty: 2903.354980
	Iteration 6Q: 3 clusters Score -775196.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -775258.250000 Penalty: 2903.354980
	Iteration 7Q: 3 clusters Score -775258.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -775327.812500 Penalty: 2903.354980
	Iteration 8Q: 3 clusters Score -775327.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -775402.125000 Penalty: 2903.354980
	Iteration 9Q: 3 clusters Score -775402.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -775497.125000 Penalty: 2903.354980
	Iteration 10Q: 3 clusters Score -775497.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -775600.875000 Penalty: 2903.354980
	Iteration 11Q: 3 clusters Score -775600.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -775694.750000 Penalty: 2903.354980
	Iteration 12Q: 3 clusters Score -775694.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -775807.687500 Penalty: 2903.354980
	Iteration 13Q: 3 clusters Score -775807.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -775977.500000 Penalty: 2903.354980
	Iteration 14Q: 3 clusters Score -775977.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -776208.250000 Penalty: 2903.354980
	Iteration 15Q: 3 clusters Score -776208.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -776418.500000 Penalty: 2903.354980
	Iteration 16Q: 3 clusters Score -776418.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -776609.250000 Penalty: 2903.354980
	Iteration 17Q: 3 clusters Score -776609.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -776762.187500 Penalty: 2903.354980
	Iteration 18Q: 3 clusters Score -776762.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -776902.062500 Penalty: 2903.354980
	Iteration 19Q: 3 clusters Score -776902.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -777028.750000 Penalty: 2903.354980
	Iteration 20F: 3 clusters Score -777028.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -777102.750000 Penalty: 2903.354980
	Iteration 21Q: 3 clusters Score -777102.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -777146.625000 Penalty: 2903.354980
	Iteration 22Q: 3 clusters Score -777146.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -777169.750000 Penalty: 2903.354980
	Iteration 23Q: 3 clusters Score -777169.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -777193.062500 Penalty: 2903.354980
	Iteration 24Q: 3 clusters Score -777193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -777204.187500 Penalty: 2903.354980
	Iteration 25Q: 3 clusters Score -777204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -777210.375000 Penalty: 2903.354980
	Iteration 26Q: 3 clusters Score -777210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -777212.312500 Penalty: 2903.354980
	Iteration 27Q: 3 clusters Score -777212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -777212.312500 Penalty: 2903.354980
	Iteration 28F: 3 clusters Score -777212.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Entering Unmasked Estep 
Score: -6481774.500000 Penalty: 1796.336060
	Iteration 0F: 2 clusters Score -6481774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -6439468.500000 Penalty: 3592.672119
	Iteration 0F: 3 clusters Score -6439468 nChanged 29849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -6456512.000000 Penalty: 3592.672119
	Iteration 1F: 3 clusters Score -6456512 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -6457104.000000 Penalty: 3592.672119
	Iteration 2Q: 3 clusters Score -6457104 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6457959.500000 Penalty: 3592.672119
	Iteration 3Q: 3 clusters Score -6457960 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -6459433.500000 Penalty: 3592.672119
	Iteration 4F: 3 clusters Score -6459434 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -6462062.000000 Penalty: 3592.672119
	Iteration 5F: 3 clusters Score -6462062 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -6466633.500000 Penalty: 3592.672119
	Iteration 6F: 3 clusters Score -6466634 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -6472477.000000 Penalty: 3592.672119
	Iteration 7F: 3 clusters Score -6472477 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6477134.500000 Penalty: 3592.672119
	Iteration 8F: 3 clusters Score -6477134 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6479244.500000 Penalty: 3592.672119
	Iteration 9Q: 3 clusters Score -6479244 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6479921.000000 Penalty: 3592.672119
	Iteration 10Q: 3 clusters Score -6479921 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6480094.000000 Penalty: 3592.672119
	Iteration 11Q: 3 clusters Score -6480094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6480159.000000 Penalty: 3592.672119
	Iteration 12Q: 3 clusters Score -6480159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6480183.000000 Penalty: 3592.672119
	Iteration 13Q: 3 clusters Score -6480183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6480195.000000 Penalty: 3592.672119
	Iteration 14Q: 3 clusters Score -6480195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6480210.000000 Penalty: 3592.672119
	Iteration 15Q: 3 clusters Score -6480210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6480223.500000 Penalty: 3592.672119
	Iteration 16Q: 3 clusters Score -6480224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6480224.500000 Penalty: 3592.672119
	Iteration 17Q: 3 clusters Score -6480224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6480234.500000 Penalty: 3592.672119
	Iteration 18Q: 3 clusters Score -6480234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6480235.500000 Penalty: 3592.672119
	Iteration 19Q: 3 clusters Score -6480236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6480239.500000 Penalty: 3592.672119
	Iteration 20F: 3 clusters Score -6480240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6480246.000000 Penalty: 3592.672119
	Iteration 21Q: 3 clusters Score -6480246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6480244.500000 Penalty: 3592.672119
	Iteration 22Q: 3 clusters Score -6480244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6480244.000000 Penalty: 3592.672119
	Iteration 23Q: 3 clusters Score -6480244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6480244.000000 Penalty: 3592.672119
	Iteration 24F: 3 clusters Score -6480244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -189807.687500 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -189807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187737.765625 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -187737.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188200.546875 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -188200.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -188306.000000 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -188306 nChanged 91
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: -188370.562500 Penalty: 2462.730957
	Iteration 3Q: 3 clusters Score -188370.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -188413.359375 Penalty: 2462.730957
	Iteration 4Q: 3 clusters Score -188413.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -188436.953125 Penalty: 2462.730957
	Iteration 5Q: 3 clusters Score -188437 nChanged 31
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: -188455.781250 Penalty: 2462.730957
	Iteration 6Q: 3 clusters Score -188455.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -188465.453125 Penalty: 2462.730957
	Iteration 7Q: 3 clusters Score -188465.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -188479.234375 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -188479.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -188489.984375 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -188490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188501.265625 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -188501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -188511.390625 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -188511.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -188519.687500 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -188519.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -188536.859375 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -188536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -188559.156250 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -188559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -188579.156250 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -188579.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -188591.015625 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -188591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -188596.328125 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -188596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -188601.015625 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -188601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188605.078125 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -188605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188607.656250 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -188607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -188608.765625 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -188608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -188611.328125 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -188611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188613.000000 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -188613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188613.000000 Penalty: 2462.730957
	Iteration 24F: 3 clusters Score -188613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Entering Unmasked Estep 
Score: -2901781.750000 Penalty: 1667.666016
	Iteration 0F: 2 clusters Score -2901782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2882536.750000 Penalty: 3335.332031
	Iteration 0F: 3 clusters Score -2882537 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2889800.250000 Penalty: 3335.332031
	Iteration 1F: 3 clusters Score -2889800 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2890302.250000 Penalty: 3335.332031
	Iteration 2Q: 3 clusters Score -2890302 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2890947.500000 Penalty: 3335.332031
	Iteration 3Q: 3 clusters Score -2890948 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2891732.250000 Penalty: 3335.332031
	Iteration 4F: 3 clusters Score -2891732 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2892850.500000 Penalty: 3335.332031
	Iteration 5F: 3 clusters Score -2892850 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2894356.000000 Penalty: 3335.332031
	Iteration 6F: 3 clusters Score -2894356 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2896113.750000 Penalty: 3335.332031
	Iteration 7F: 3 clusters Score -2896114 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -2897711.750000 Penalty: 3335.332031
	Iteration 8F: 3 clusters Score -2897712 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -2898818.250000 Penalty: 3335.332031
	Iteration 9Q: 3 clusters Score -2898818 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2899475.000000 Penalty: 3335.332031
	Iteration 10Q: 3 clusters Score -2899475 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -2899882.250000 Penalty: 3335.332031
	Iteration 11Q: 3 clusters Score -2899882 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2900100.500000 Penalty: 3335.332031
	Iteration 12Q: 3 clusters Score -2900100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2900186.000000 Penalty: 3335.332031
	Iteration 13Q: 3 clusters Score -2900186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2900236.500000 Penalty: 3335.332031
	Iteration 14Q: 3 clusters Score -2900236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2900269.500000 Penalty: 3335.332031
	Iteration 15Q: 3 clusters Score -2900270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -2900282.250000 Penalty: 3335.332031
	Iteration 16Q: 3 clusters Score -2900282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -2900292.250000 Penalty: 3335.332031
	Iteration 17Q: 3 clusters Score -2900292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2900304.250000 Penalty: 3335.332031
	Iteration 18Q: 3 clusters Score -2900304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -2900316.000000 Penalty: 3335.332031
	Iteration 19Q: 3 clusters Score -2900316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -2900327.500000 Penalty: 3335.332031
	Iteration 20F: 3 clusters Score -2900328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -2900340.500000 Penalty: 3335.332031
	Iteration 21Q: 3 clusters Score -2900340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -2900354.250000 Penalty: 3335.332031
	Iteration 22Q: 3 clusters Score -2900354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2900363.750000 Penalty: 3335.332031
	Iteration 23Q: 3 clusters Score -2900364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -2900368.000000 Penalty: 3335.332031
	Iteration 24Q: 3 clusters Score -2900368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2900374.000000 Penalty: 3335.332031
	Iteration 25Q: 3 clusters Score -2900374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2900376.000000 Penalty: 3335.332031
	Iteration 26Q: 3 clusters Score -2900376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2900376.000000 Penalty: 3335.332031
	Iteration 27F: 3 clusters Score -2900376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -352883.625000 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -352883.6 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 1752 members 
Entering Unmasked Estep 
Score: -349713.562500 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -349713.6 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -350712.187500 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -350712.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -350951.593750 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -350951.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -351101.812500 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -351101.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -351238.781250 Penalty: 2662.315430
	Iteration 4Q: 3 clusters Score -351238.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -351372.531250 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -351372.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -351473.968750 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -351474 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -351556.281250 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -351556.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -351627.156250 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -351627.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -351680.593750 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -351680.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -351741.593750 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -351741.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -351800.875000 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -351800.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -351849.375000 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -351849.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -351878.031250 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -351878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -351913.656250 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -351913.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -351945.781250 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -351945.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -351999.812500 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -351999.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -352048.687500 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -352048.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352085.406250 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -352085.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -352107.656250 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -352107.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -352127.093750 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -352127.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -352142.875000 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -352142.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -352158.062500 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -352158.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -352167.312500 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -352167.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -352177.593750 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -352177.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -352187.031250 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -352187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -352191.375000 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -352191.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -352197.656250 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -352197.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -352201.906250 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -352201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -352206.343750 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -352206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -352209.312500 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -352209.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -352212.281250 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -352212.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -352214.593750 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -352214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -352214.468750 Penalty: 2662.315430
	Iteration 33Q: 3 clusters Score -352214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -352215.531250 Penalty: 2662.315430
	Iteration 34Q: 3 clusters Score -352215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -352216.718750 Penalty: 2662.315430
	Iteration 35Q: 3 clusters Score -352216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -352216.187500 Penalty: 2662.315430
	Iteration 36Q: 3 clusters Score -352216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -352217.718750 Penalty: 2662.315430
	Iteration 37Q: 3 clusters Score -352217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -352216.906250 Penalty: 2662.315430
	Iteration 38Q: 3 clusters Score -352216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -352217.906250 Penalty: 2662.315430
	Iteration 39Q: 3 clusters Score -352217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -352217.906250 Penalty: 2662.315430
	Iteration 40F: 3 clusters Score -352217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -812957.812500 Penalty: 1459.461914
	Iteration 0F: 2 clusters Score -812957.8 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: -807124.687500 Penalty: 2918.923828
	Iteration 0F: 3 clusters Score -807124.7 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -808861.875000 Penalty: 2918.923828
	Iteration 1F: 3 clusters Score -808861.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -809074.937500 Penalty: 2918.923828
	Iteration 2F: 3 clusters Score -809074.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -809229.500000 Penalty: 2918.923828
	Iteration 3Q: 3 clusters Score -809229.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -809354.250000 Penalty: 2918.923828
	Iteration 4Q: 3 clusters Score -809354.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -809455.250000 Penalty: 2918.923828
	Iteration 5Q: 3 clusters Score -809455.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -809571.500000 Penalty: 2918.923828
	Iteration 6Q: 3 clusters Score -809571.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -809725.625000 Penalty: 2918.923828
	Iteration 7Q: 3 clusters Score -809725.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -809925.937500 Penalty: 2918.923828
	Iteration 8Q: 3 clusters Score -809925.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -810105.437500 Penalty: 2918.923828
	Iteration 9Q: 3 clusters Score -810105.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -810271.250000 Penalty: 2918.923828
	Iteration 10Q: 3 clusters Score -810271.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -810445.187500 Penalty: 2918.923828
	Iteration 11Q: 3 clusters Score -810445.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -810639.375000 Penalty: 2918.923828
	Iteration 12Q: 3 clusters Score -810639.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -810873.312500 Penalty: 2918.923828
	Iteration 13Q: 3 clusters Score -810873.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -811129.125000 Penalty: 2918.923828
	Iteration 14Q: 3 clusters Score -811129.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -811327.312500 Penalty: 2918.923828
	Iteration 15Q: 3 clusters Score -811327.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -811454.125000 Penalty: 2918.923828
	Iteration 16Q: 3 clusters Score -811454.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -811523.062500 Penalty: 2918.923828
	Iteration 17Q: 3 clusters Score -811523.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -811560.562500 Penalty: 2918.923828
	Iteration 18Q: 3 clusters Score -811560.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -811587.687500 Penalty: 2918.923828
	Iteration 19Q: 3 clusters Score -811587.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -811605.812500 Penalty: 2918.923828
	Iteration 20F: 3 clusters Score -811605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -811616.812500 Penalty: 2918.923828
	Iteration 21Q: 3 clusters Score -811616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -811623.937500 Penalty: 2918.923828
	Iteration 22Q: 3 clusters Score -811623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -811634.250000 Penalty: 2918.923828
	Iteration 23Q: 3 clusters Score -811634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -811642.000000 Penalty: 2918.923828
	Iteration 24Q: 3 clusters Score -811642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -811644.437500 Penalty: 2918.923828
	Iteration 25Q: 3 clusters Score -811644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -811644.875000 Penalty: 2918.923828
	Iteration 26Q: 3 clusters Score -811644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -811648.812500 Penalty: 2918.923828
	Iteration 27Q: 3 clusters Score -811648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -811653.500000 Penalty: 2918.923828
	Iteration 28Q: 3 clusters Score -811653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -811656.000000 Penalty: 2918.923828
	Iteration 29Q: 3 clusters Score -811656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -811656.000000 Penalty: 2918.923828
	Iteration 30F: 3 clusters Score -811656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -1122331.250000 Penalty: 1518.015137
	Iteration 0F: 2 clusters Score -1122331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1114253.625000 Penalty: 3036.030273
	Iteration 0F: 3 clusters Score -1114254 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1117019.875000 Penalty: 3036.030273
	Iteration 1F: 3 clusters Score -1117020 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1117430.000000 Penalty: 3036.030273
	Iteration 2F: 3 clusters Score -1117430 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1117831.625000 Penalty: 3036.030273
	Iteration 3F: 3 clusters Score -1117832 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1118211.375000 Penalty: 3036.030273
	Iteration 4F: 3 clusters Score -1118211 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1118528.500000 Penalty: 3036.030273
	Iteration 5F: 3 clusters Score -1118528 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1118822.750000 Penalty: 3036.030273
	Iteration 6Q: 3 clusters Score -1118823 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1119106.000000 Penalty: 3036.030273
	Iteration 7Q: 3 clusters Score -1119106 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1119379.875000 Penalty: 3036.030273
	Iteration 8Q: 3 clusters Score -1119380 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1119619.125000 Penalty: 3036.030273
	Iteration 9Q: 3 clusters Score -1119619 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1119860.625000 Penalty: 3036.030273
	Iteration 10Q: 3 clusters Score -1119861 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1120066.750000 Penalty: 3036.030273
	Iteration 11Q: 3 clusters Score -1120067 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1120282.000000 Penalty: 3036.030273
	Iteration 12Q: 3 clusters Score -1120282 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1120484.250000 Penalty: 3036.030273
	Iteration 13Q: 3 clusters Score -1120484 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1120650.875000 Penalty: 3036.030273
	Iteration 14Q: 3 clusters Score -1120651 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1120769.750000 Penalty: 3036.030273
	Iteration 15Q: 3 clusters Score -1120770 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1120863.500000 Penalty: 3036.030273
	Iteration 16Q: 3 clusters Score -1120864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1120962.750000 Penalty: 3036.030273
	Iteration 17Q: 3 clusters Score -1120963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1121045.625000 Penalty: 3036.030273
	Iteration 18Q: 3 clusters Score -1121046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1121104.750000 Penalty: 3036.030273
	Iteration 19Q: 3 clusters Score -1121105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1121147.125000 Penalty: 3036.030273
	Iteration 20F: 3 clusters Score -1121147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1121187.250000 Penalty: 3036.030273
	Iteration 21Q: 3 clusters Score -1121187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1121213.000000 Penalty: 3036.030273
	Iteration 22Q: 3 clusters Score -1121213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1121231.875000 Penalty: 3036.030273
	Iteration 23Q: 3 clusters Score -1121232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1121247.250000 Penalty: 3036.030273
	Iteration 24Q: 3 clusters Score -1121247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1121260.750000 Penalty: 3036.030273
	Iteration 25Q: 3 clusters Score -1121261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1121276.000000 Penalty: 3036.030273
	Iteration 26Q: 3 clusters Score -1121276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1121295.625000 Penalty: 3036.030273
	Iteration 27Q: 3 clusters Score -1121296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1121313.000000 Penalty: 3036.030273
	Iteration 28Q: 3 clusters Score -1121313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1121337.250000 Penalty: 3036.030273
	Iteration 29Q: 3 clusters Score -1121337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1121363.750000 Penalty: 3036.030273
	Iteration 30Q: 3 clusters Score -1121364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1121386.875000 Penalty: 3036.030273
	Iteration 31Q: 3 clusters Score -1121387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1121416.625000 Penalty: 3036.030273
	Iteration 32Q: 3 clusters Score -1121417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1121427.625000 Penalty: 3036.030273
	Iteration 33Q: 3 clusters Score -1121428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1121432.125000 Penalty: 3036.030273
	Iteration 34Q: 3 clusters Score -1121432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1121434.875000 Penalty: 3036.030273
	Iteration 35Q: 3 clusters Score -1121435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1121434.250000 Penalty: 3036.030273
	Iteration 36Q: 3 clusters Score -1121434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1121436.250000 Penalty: 3036.030273
	Iteration 37Q: 3 clusters Score -1121436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1121438.625000 Penalty: 3036.030273
	Iteration 38Q: 3 clusters Score -1121439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1121440.250000 Penalty: 3036.030273
	Iteration 39Q: 3 clusters Score -1121440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1121440.875000 Penalty: 3036.030273
	Iteration 40F: 3 clusters Score -1121441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1121440.500000 Penalty: 3036.030273
	Iteration 41Q: 3 clusters Score -1121440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1121442.500000 Penalty: 3036.030273
	Iteration 42Q: 3 clusters Score -1121442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1121441.000000 Penalty: 3036.030273
	Iteration 43Q: 3 clusters Score -1121441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1121442.625000 Penalty: 3036.030273
	Iteration 44Q: 3 clusters Score -1121443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1121444.500000 Penalty: 3036.030273
	Iteration 45Q: 3 clusters Score -1121444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1121444.000000 Penalty: 3036.030273
	Iteration 46Q: 3 clusters Score -1121444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1121444.000000 Penalty: 3036.030273
	Iteration 47F: 3 clusters Score -1121444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -576800.875000 Penalty: 1408.050049
	Iteration 0F: 2 clusters Score -576800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -572328.875000 Penalty: 2816.100098
	Iteration 0F: 3 clusters Score -572328.9 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -573665.562500 Penalty: 2816.100098
	Iteration 1F: 3 clusters Score -573665.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -573957.750000 Penalty: 2816.100098
	Iteration 2F: 3 clusters Score -573957.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -574255.750000 Penalty: 2816.100098
	Iteration 3F: 3 clusters Score -574255.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -574584.812500 Penalty: 2816.100098
	Iteration 4F: 3 clusters Score -574584.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -574910.437500 Penalty: 2816.100098
	Iteration 5F: 3 clusters Score -574910.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -575132.875000 Penalty: 2816.100098
	Iteration 6F: 3 clusters Score -575132.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -575298.000000 Penalty: 2816.100098
	Iteration 7Q: 3 clusters Score -575298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -575409.625000 Penalty: 2816.100098
	Iteration 8Q: 3 clusters Score -575409.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -575488.000000 Penalty: 2816.100098
	Iteration 9Q: 3 clusters Score -575488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -575554.000000 Penalty: 2816.100098
	Iteration 10Q: 3 clusters Score -575554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -575599.187500 Penalty: 2816.100098
	Iteration 11Q: 3 clusters Score -575599.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -575631.250000 Penalty: 2816.100098
	Iteration 12Q: 3 clusters Score -575631.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -575656.062500 Penalty: 2816.100098
	Iteration 13Q: 3 clusters Score -575656.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -575677.125000 Penalty: 2816.100098
	Iteration 14Q: 3 clusters Score -575677.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -575690.375000 Penalty: 2816.100098
	Iteration 15Q: 3 clusters Score -575690.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -575708.687500 Penalty: 2816.100098
	Iteration 16Q: 3 clusters Score -575708.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -575725.437500 Penalty: 2816.100098
	Iteration 17Q: 3 clusters Score -575725.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -575741.000000 Penalty: 2816.100098
	Iteration 18Q: 3 clusters Score -575741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -575754.437500 Penalty: 2816.100098
	Iteration 19Q: 3 clusters Score -575754.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -575764.437500 Penalty: 2816.100098
	Iteration 20F: 3 clusters Score -575764.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -575773.375000 Penalty: 2816.100098
	Iteration 21Q: 3 clusters Score -575773.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -575780.812500 Penalty: 2816.100098
	Iteration 22Q: 3 clusters Score -575780.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -575788.812500 Penalty: 2816.100098
	Iteration 23Q: 3 clusters Score -575788.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -575794.125000 Penalty: 2816.100098
	Iteration 24Q: 3 clusters Score -575794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -575798.125000 Penalty: 2816.100098
	Iteration 25Q: 3 clusters Score -575798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -575802.437500 Penalty: 2816.100098
	Iteration 26Q: 3 clusters Score -575802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -575806.500000 Penalty: 2816.100098
	Iteration 27Q: 3 clusters Score -575806.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -575809.375000 Penalty: 2816.100098
	Iteration 28Q: 3 clusters Score -575809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -575811.437500 Penalty: 2816.100098
	Iteration 29Q: 3 clusters Score -575811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -575812.562500 Penalty: 2816.100098
	Iteration 30Q: 3 clusters Score -575812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -575816.000000 Penalty: 2816.100098
	Iteration 31Q: 3 clusters Score -575816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -575816.875000 Penalty: 2816.100098
	Iteration 32Q: 3 clusters Score -575816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -575819.062500 Penalty: 2816.100098
	Iteration 33Q: 3 clusters Score -575819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -575821.625000 Penalty: 2816.100098
	Iteration 34Q: 3 clusters Score -575821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -575822.687500 Penalty: 2816.100098
	Iteration 35Q: 3 clusters Score -575822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -575824.750000 Penalty: 2816.100098
	Iteration 36Q: 3 clusters Score -575824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -575827.687500 Penalty: 2816.100098
	Iteration 37Q: 3 clusters Score -575827.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -575833.375000 Penalty: 2816.100098
	Iteration 38Q: 3 clusters Score -575833.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -575842.250000 Penalty: 2816.100098
	Iteration 39Q: 3 clusters Score -575842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -575846.625000 Penalty: 2816.100098
	Iteration 40F: 3 clusters Score -575846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -575850.812500 Penalty: 2816.100098
	Iteration 41Q: 3 clusters Score -575850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -575857.312500 Penalty: 2816.100098
	Iteration 42Q: 3 clusters Score -575857.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -575861.312500 Penalty: 2816.100098
	Iteration 43Q: 3 clusters Score -575861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -575865.375000 Penalty: 2816.100098
	Iteration 44Q: 3 clusters Score -575865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -575869.062500 Penalty: 2816.100098
	Iteration 45Q: 3 clusters Score -575869.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -575871.625000 Penalty: 2816.100098
	Iteration 46Q: 3 clusters Score -575871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -575872.750000 Penalty: 2816.100098
	Iteration 47Q: 3 clusters Score -575872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -575875.312500 Penalty: 2816.100098
	Iteration 48Q: 3 clusters Score -575875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -575879.187500 Penalty: 2816.100098
	Iteration 49Q: 3 clusters Score -575879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -575881.500000 Penalty: 2816.100098
	Iteration 50Q: 3 clusters Score -575881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -575884.375000 Penalty: 2816.100098
	Iteration 51Q: 3 clusters Score -575884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -575884.562500 Penalty: 2816.100098
	Iteration 52Q: 3 clusters Score -575884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -575886.625000 Penalty: 2816.100098
	Iteration 53Q: 3 clusters Score -575886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -575886.562500 Penalty: 2816.100098
	Iteration 54Q: 3 clusters Score -575886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -575888.562500 Penalty: 2816.100098
	Iteration 55Q: 3 clusters Score -575888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -575889.437500 Penalty: 2816.100098
	Iteration 56Q: 3 clusters Score -575889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -575890.125000 Penalty: 2816.100098
	Iteration 57Q: 3 clusters Score -575890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -575890.062500 Penalty: 2816.100098
	Iteration 58Q: 3 clusters Score -575890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -575889.687500 Penalty: 2816.100098
	Iteration 59Q: 3 clusters Score -575889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -575890.625000 Penalty: 2816.100098
	Iteration 60F: 3 clusters Score -575890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -575891.500000 Penalty: 2816.100098
	Iteration 61Q: 3 clusters Score -575891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -575891.500000 Penalty: 2816.100098
	Iteration 62F: 3 clusters Score -575891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Entering Unmasked Estep 
Score: -1364987.375000 Penalty: 1548.050415
	Iteration 0F: 2 clusters Score -1364987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1355533.875000 Penalty: 3096.100830
	Iteration 0F: 3 clusters Score -1355534 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1358994.250000 Penalty: 3096.100830
	Iteration 1F: 3 clusters Score -1358994 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1359525.375000 Penalty: 3096.100830
	Iteration 2F: 3 clusters Score -1359525 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1360056.250000 Penalty: 3096.100830
	Iteration 3F: 3 clusters Score -1360056 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1360624.000000 Penalty: 3096.100830
	Iteration 4F: 3 clusters Score -1360624 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1361214.500000 Penalty: 3096.100830
	Iteration 5F: 3 clusters Score -1361214 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1361916.625000 Penalty: 3096.100830
	Iteration 6F: 3 clusters Score -1361917 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1362572.500000 Penalty: 3096.100830
	Iteration 7F: 3 clusters Score -1362572 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1363182.375000 Penalty: 3096.100830
	Iteration 8F: 3 clusters Score -1363182 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1363627.500000 Penalty: 3096.100830
	Iteration 9Q: 3 clusters Score -1363628 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1363929.500000 Penalty: 3096.100830
	Iteration 10Q: 3 clusters Score -1363930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1364199.875000 Penalty: 3096.100830
	Iteration 11Q: 3 clusters Score -1364200 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1364392.000000 Penalty: 3096.100830
	Iteration 12Q: 3 clusters Score -1364392 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1364533.500000 Penalty: 3096.100830
	Iteration 13Q: 3 clusters Score -1364534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1364628.750000 Penalty: 3096.100830
	Iteration 14Q: 3 clusters Score -1364629 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1364699.500000 Penalty: 3096.100830
	Iteration 15Q: 3 clusters Score -1364700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1364732.750000 Penalty: 3096.100830
	Iteration 16Q: 3 clusters Score -1364733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1364757.125000 Penalty: 3096.100830
	Iteration 17Q: 3 clusters Score -1364757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1364761.625000 Penalty: 3096.100830
	Iteration 18Q: 3 clusters Score -1364762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1364764.250000 Penalty: 3096.100830
	Iteration 19Q: 3 clusters Score -1364764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1364772.875000 Penalty: 3096.100830
	Iteration 20F: 3 clusters Score -1364773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1364774.125000 Penalty: 3096.100830
	Iteration 21Q: 3 clusters Score -1364774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1364783.875000 Penalty: 3096.100830
	Iteration 22Q: 3 clusters Score -1364784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1364786.500000 Penalty: 3096.100830
	Iteration 23Q: 3 clusters Score -1364786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1364792.125000 Penalty: 3096.100830
	Iteration 24Q: 3 clusters Score -1364792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1364791.625000 Penalty: 3096.100830
	Iteration 25Q: 3 clusters Score -1364792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1364791.250000 Penalty: 3096.100830
	Iteration 26Q: 3 clusters Score -1364791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1364793.625000 Penalty: 3096.100830
	Iteration 27Q: 3 clusters Score -1364794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1364793.125000 Penalty: 3096.100830
	Iteration 28Q: 3 clusters Score -1364793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1364793.625000 Penalty: 3096.100830
	Iteration 29Q: 3 clusters Score -1364794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1364793.875000 Penalty: 3096.100830
	Iteration 30Q: 3 clusters Score -1364794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1364793.125000 Penalty: 3096.100830
	Iteration 31Q: 3 clusters Score -1364793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1364793.125000 Penalty: 3096.100830
	Iteration 32F: 3 clusters Score -1364793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -452196.000000 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -452196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -448543.031250 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -448543 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -449600.656250 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -449600.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -449912.250000 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -449912.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -450216.781250 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -450216.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -450492.406250 Penalty: 2733.701172
	Iteration 4F: 3 clusters Score -450492.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -450743.750000 Penalty: 2733.701172
	Iteration 5F: 3 clusters Score -450743.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -450954.625000 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -450954.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -451157.562500 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -451157.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -451343.312500 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -451343.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -451481.468750 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -451481.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -451541.000000 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -451541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -451570.781250 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -451570.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -451584.875000 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -451584.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -451595.187500 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -451595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -451601.937500 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -451601.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -451608.343750 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -451608.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -451612.062500 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -451612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -451616.625000 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -451616.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -451620.968750 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -451621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -451626.156250 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -451626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -451630.406250 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -451630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -451632.812500 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -451632.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -451634.156250 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -451634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -451635.000000 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -451635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451636.062500 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -451636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451636.718750 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -451636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -451637.031250 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -451637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -451636.687500 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -451636.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -451636.687500 Penalty: 2733.701172
	Iteration 28F: 3 clusters Score -451636.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -265036.781250 Penalty: 1281.976196
	Iteration 0F: 2 clusters Score -265036.8 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 1303 members 
Entering Unmasked Estep 
Score: -262491.687500 Penalty: 2563.952393
	Iteration 0F: 3 clusters Score -262491.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -263114.187500 Penalty: 2563.952393
	Iteration 1F: 3 clusters Score -263114.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -263289.281250 Penalty: 2563.952393
	Iteration 2F: 3 clusters Score -263289.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263389.656250 Penalty: 2563.952393
	Iteration 3F: 3 clusters Score -263389.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -263457.500000 Penalty: 2563.952393
	Iteration 4Q: 3 clusters Score -263457.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263519.937500 Penalty: 2563.952393
	Iteration 5Q: 3 clusters Score -263519.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -263586.812500 Penalty: 2563.952393
	Iteration 6Q: 3 clusters Score -263586.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263649.781250 Penalty: 2563.952393
	Iteration 7Q: 3 clusters Score -263649.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -263700.468750 Penalty: 2563.952393
	Iteration 8Q: 3 clusters Score -263700.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -263745.062500 Penalty: 2563.952393
	Iteration 9Q: 3 clusters Score -263745.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -263789.187500 Penalty: 2563.952393
	Iteration 10Q: 3 clusters Score -263789.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -263819.968750 Penalty: 2563.952393
	Iteration 11Q: 3 clusters Score -263820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -263836.281250 Penalty: 2563.952393
	Iteration 12Q: 3 clusters Score -263836.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263853.718750 Penalty: 2563.952393
	Iteration 13Q: 3 clusters Score -263853.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -263866.500000 Penalty: 2563.952393
	Iteration 14Q: 3 clusters Score -263866.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -263879.343750 Penalty: 2563.952393
	Iteration 15Q: 3 clusters Score -263879.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -263891.468750 Penalty: 2563.952393
	Iteration 16Q: 3 clusters Score -263891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -263900.656250 Penalty: 2563.952393
	Iteration 17Q: 3 clusters Score -263900.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -263909.375000 Penalty: 2563.952393
	Iteration 18Q: 3 clusters Score -263909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -263919.843750 Penalty: 2563.952393
	Iteration 19Q: 3 clusters Score -263919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -263928.062500 Penalty: 2563.952393
	Iteration 20F: 3 clusters Score -263928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263935.125000 Penalty: 2563.952393
	Iteration 21Q: 3 clusters Score -263935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263942.531250 Penalty: 2563.952393
	Iteration 22Q: 3 clusters Score -263942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263948.656250 Penalty: 2563.952393
	Iteration 23Q: 3 clusters Score -263948.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -263955.500000 Penalty: 2563.952393
	Iteration 24Q: 3 clusters Score -263955.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263960.875000 Penalty: 2563.952393
	Iteration 25Q: 3 clusters Score -263960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -263965.437500 Penalty: 2563.952393
	Iteration 26Q: 3 clusters Score -263965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -263967.468750 Penalty: 2563.952393
	Iteration 27Q: 3 clusters Score -263967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -263970.562500 Penalty: 2563.952393
	Iteration 28Q: 3 clusters Score -263970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263972.343750 Penalty: 2563.952393
	Iteration 29Q: 3 clusters Score -263972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -263972.812500 Penalty: 2563.952393
	Iteration 30Q: 3 clusters Score -263972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -263972.812500 Penalty: 2563.952393
	Iteration 31F: 3 clusters Score -263972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Entering Unmasked Estep 
Score: -7865288.000000 Penalty: 1822.493042
	Iteration 0F: 2 clusters Score -7865288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -7815770.500000 Penalty: 3644.986084
	Iteration 0F: 3 clusters Score -7815770 nChanged 35309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -7836005.000000 Penalty: 3644.986084
	Iteration 1F: 3 clusters Score -7836005 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -7836665.000000 Penalty: 3644.986084
	Iteration 2Q: 3 clusters Score -7836665 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7837558.000000 Penalty: 3644.986084
	Iteration 3Q: 3 clusters Score -7837558 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7838894.500000 Penalty: 3644.986084
	Iteration 4Q: 3 clusters Score -7838894 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -7840907.000000 Penalty: 3644.986084
	Iteration 5Q: 3 clusters Score -7840907 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -7843214.500000 Penalty: 3644.986084
	Iteration 6F: 3 clusters Score -7843214 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -7845630.500000 Penalty: 3644.986084
	Iteration 7F: 3 clusters Score -7845630 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -7848069.500000 Penalty: 3644.986084
	Iteration 8F: 3 clusters Score -7848070 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -7850308.000000 Penalty: 3644.986084
	Iteration 9F: 3 clusters Score -7850308 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -7851853.500000 Penalty: 3644.986084
	Iteration 10Q: 3 clusters Score -7851854 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -7852536.000000 Penalty: 3644.986084
	Iteration 11Q: 3 clusters Score -7852536 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -7852909.000000 Penalty: 3644.986084
	Iteration 12Q: 3 clusters Score -7852909 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -7853076.500000 Penalty: 3644.986084
	Iteration 13Q: 3 clusters Score -7853076 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -7853236.500000 Penalty: 3644.986084
	Iteration 14Q: 3 clusters Score -7853236 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -7853313.000000 Penalty: 3644.986084
	Iteration 15Q: 3 clusters Score -7853313 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -7853472.500000 Penalty: 3644.986084
	Iteration 16Q: 3 clusters Score -7853472 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -7853615.500000 Penalty: 3644.986084
	Iteration 17Q: 3 clusters Score -7853616 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -7853828.500000 Penalty: 3644.986084
	Iteration 18Q: 3 clusters Score -7853828 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -7854014.000000 Penalty: 3644.986084
	Iteration 19Q: 3 clusters Score -7854014 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -7854323.000000 Penalty: 3644.986084
	Iteration 20F: 3 clusters Score -7854323 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -7854606.000000 Penalty: 3644.986084
	Iteration 21Q: 3 clusters Score -7854606 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -7854916.500000 Penalty: 3644.986084
	Iteration 22Q: 3 clusters Score -7854916 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -7855307.000000 Penalty: 3644.986084
	Iteration 23Q: 3 clusters Score -7855307 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -7855731.500000 Penalty: 3644.986084
	Iteration 24Q: 3 clusters Score -7855732 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -7856215.500000 Penalty: 3644.986084
	Iteration 25Q: 3 clusters Score -7856216 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -7856833.500000 Penalty: 3644.986084
	Iteration 26Q: 3 clusters Score -7856834 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -7857515.000000 Penalty: 3644.986084
	Iteration 27Q: 3 clusters Score -7857515 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -7858333.000000 Penalty: 3644.986084
	Iteration 28Q: 3 clusters Score -7858333 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -7859137.500000 Penalty: 3644.986084
	Iteration 29Q: 3 clusters Score -7859138 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -7859950.000000 Penalty: 3644.986084
	Iteration 30Q: 3 clusters Score -7859950 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -7860655.500000 Penalty: 3644.986084
	Iteration 31Q: 3 clusters Score -7860656 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -7861324.500000 Penalty: 3644.986084
	Iteration 32Q: 3 clusters Score -7861324 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -7861905.000000 Penalty: 3644.986084
	Iteration 33Q: 3 clusters Score -7861905 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -7862386.500000 Penalty: 3644.986084
	Iteration 34Q: 3 clusters Score -7862386 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -7862805.000000 Penalty: 3644.986084
	Iteration 35Q: 3 clusters Score -7862805 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -7863166.500000 Penalty: 3644.986084
	Iteration 36Q: 3 clusters Score -7863166 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -7863454.500000 Penalty: 3644.986084
	Iteration 37Q: 3 clusters Score -7863454 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -7863671.000000 Penalty: 3644.986084
	Iteration 38Q: 3 clusters Score -7863671 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -7863841.500000 Penalty: 3644.986084
	Iteration 39Q: 3 clusters Score -7863842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -7863938.500000 Penalty: 3644.986084
	Iteration 40F: 3 clusters Score -7863938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -7863997.000000 Penalty: 3644.986084
	Iteration 41Q: 3 clusters Score -7863997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -7864049.000000 Penalty: 3644.986084
	Iteration 42Q: 3 clusters Score -7864049 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -7864078.500000 Penalty: 3644.986084
	Iteration 43Q: 3 clusters Score -7864078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -7864110.500000 Penalty: 3644.986084
	Iteration 44Q: 3 clusters Score -7864110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -7864126.500000 Penalty: 3644.986084
	Iteration 45Q: 3 clusters Score -7864126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -7864122.500000 Penalty: 3644.986084
	Iteration 46Q: 3 clusters Score -7864122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -7864129.000000 Penalty: 3644.986084
	Iteration 47Q: 3 clusters Score -7864129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -7864131.500000 Penalty: 3644.986084
	Iteration 48Q: 3 clusters Score -7864132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -7864140.000000 Penalty: 3644.986084
	Iteration 49Q: 3 clusters Score -7864140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -7864138.500000 Penalty: 3644.986084
	Iteration 50Q: 3 clusters Score -7864138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -7864139.500000 Penalty: 3644.986084
	Iteration 51Q: 3 clusters Score -7864140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -7864144.500000 Penalty: 3644.986084
	Iteration 52Q: 3 clusters Score -7864144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -7864139.000000 Penalty: 3644.986084
	Iteration 53Q: 3 clusters Score -7864139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -7864139.000000 Penalty: 3644.986084
	Iteration 54F: 3 clusters Score -7864139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Entering Unmasked Estep 
Score: -4310630.000000 Penalty: 1728.704956
	Iteration 0F: 2 clusters Score -4310630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4282814.000000 Penalty: 3457.409912
	Iteration 0F: 3 clusters Score -4282814 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4293758.500000 Penalty: 3457.409912
	Iteration 1F: 3 clusters Score -4293758 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4294391.500000 Penalty: 3457.409912
	Iteration 2Q: 3 clusters Score -4294392 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4295118.500000 Penalty: 3457.409912
	Iteration 3Q: 3 clusters Score -4295118 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4296026.000000 Penalty: 3457.409912
	Iteration 4Q: 3 clusters Score -4296026 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4297284.500000 Penalty: 3457.409912
	Iteration 5F: 3 clusters Score -4297284 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4298998.000000 Penalty: 3457.409912
	Iteration 6F: 3 clusters Score -4298998 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4301006.000000 Penalty: 3457.409912
	Iteration 7F: 3 clusters Score -4301006 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4302737.500000 Penalty: 3457.409912
	Iteration 8F: 3 clusters Score -4302738 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4303601.500000 Penalty: 3457.409912
	Iteration 9Q: 3 clusters Score -4303602 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4303930.500000 Penalty: 3457.409912
	Iteration 10Q: 3 clusters Score -4303930 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4304100.500000 Penalty: 3457.409912
	Iteration 11Q: 3 clusters Score -4304100 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4304232.500000 Penalty: 3457.409912
	Iteration 12Q: 3 clusters Score -4304232 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4304377.500000 Penalty: 3457.409912
	Iteration 13Q: 3 clusters Score -4304378 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4304491.000000 Penalty: 3457.409912
	Iteration 14Q: 3 clusters Score -4304491 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4304617.000000 Penalty: 3457.409912
	Iteration 15Q: 3 clusters Score -4304617 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4304717.500000 Penalty: 3457.409912
	Iteration 16Q: 3 clusters Score -4304718 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4304799.500000 Penalty: 3457.409912
	Iteration 17Q: 3 clusters Score -4304800 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4304853.500000 Penalty: 3457.409912
	Iteration 18Q: 3 clusters Score -4304854 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4304952.500000 Penalty: 3457.409912
	Iteration 19Q: 3 clusters Score -4304952 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4305011.500000 Penalty: 3457.409912
	Iteration 20F: 3 clusters Score -4305012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4305068.000000 Penalty: 3457.409912
	Iteration 21Q: 3 clusters Score -4305068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4305117.000000 Penalty: 3457.409912
	Iteration 22Q: 3 clusters Score -4305117 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4305159.000000 Penalty: 3457.409912
	Iteration 23Q: 3 clusters Score -4305159 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4305218.500000 Penalty: 3457.409912
	Iteration 24Q: 3 clusters Score -4305218 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4305268.500000 Penalty: 3457.409912
	Iteration 25Q: 3 clusters Score -4305268 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4305306.000000 Penalty: 3457.409912
	Iteration 26Q: 3 clusters Score -4305306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4305346.000000 Penalty: 3457.409912
	Iteration 27Q: 3 clusters Score -4305346 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4305366.000000 Penalty: 3457.409912
	Iteration 28Q: 3 clusters Score -4305366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4305394.000000 Penalty: 3457.409912
	Iteration 29Q: 3 clusters Score -4305394 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4305446.000000 Penalty: 3457.409912
	Iteration 30Q: 3 clusters Score -4305446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -4305502.000000 Penalty: 3457.409912
	Iteration 31Q: 3 clusters Score -4305502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4305512.500000 Penalty: 3457.409912
	Iteration 32Q: 3 clusters Score -4305512 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4305531.500000 Penalty: 3457.409912
	Iteration 33Q: 3 clusters Score -4305532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -4305544.000000 Penalty: 3457.409912
	Iteration 34Q: 3 clusters Score -4305544 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4305560.500000 Penalty: 3457.409912
	Iteration 35Q: 3 clusters Score -4305560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4305596.000000 Penalty: 3457.409912
	Iteration 36Q: 3 clusters Score -4305596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4305630.000000 Penalty: 3457.409912
	Iteration 37Q: 3 clusters Score -4305630 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4305673.000000 Penalty: 3457.409912
	Iteration 38Q: 3 clusters Score -4305673 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4305695.500000 Penalty: 3457.409912
	Iteration 39Q: 3 clusters Score -4305696 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4305718.000000 Penalty: 3457.409912
	Iteration 40F: 3 clusters Score -4305718 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4305751.500000 Penalty: 3457.409912
	Iteration 41Q: 3 clusters Score -4305752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4305800.000000 Penalty: 3457.409912
	Iteration 42Q: 3 clusters Score -4305800 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4305830.500000 Penalty: 3457.409912
	Iteration 43Q: 3 clusters Score -4305830 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4305883.000000 Penalty: 3457.409912
	Iteration 44Q: 3 clusters Score -4305883 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4305950.000000 Penalty: 3457.409912
	Iteration 45Q: 3 clusters Score -4305950 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4305997.000000 Penalty: 3457.409912
	Iteration 46Q: 3 clusters Score -4305997 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4306049.000000 Penalty: 3457.409912
	Iteration 47Q: 3 clusters Score -4306049 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4306126.500000 Penalty: 3457.409912
	Iteration 48Q: 3 clusters Score -4306126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4306200.000000 Penalty: 3457.409912
	Iteration 49Q: 3 clusters Score -4306200 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4306246.000000 Penalty: 3457.409912
	Iteration 50Q: 3 clusters Score -4306246 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4306300.500000 Penalty: 3457.409912
	Iteration 51Q: 3 clusters Score -4306300 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4306344.000000 Penalty: 3457.409912
	Iteration 52Q: 3 clusters Score -4306344 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4306417.500000 Penalty: 3457.409912
	Iteration 53Q: 3 clusters Score -4306418 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4306473.000000 Penalty: 3457.409912
	Iteration 54Q: 3 clusters Score -4306473 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4306534.000000 Penalty: 3457.409912
	Iteration 55Q: 3 clusters Score -4306534 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4306613.500000 Penalty: 3457.409912
	Iteration 56Q: 3 clusters Score -4306614 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4306685.500000 Penalty: 3457.409912
	Iteration 57Q: 3 clusters Score -4306686 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4306715.000000 Penalty: 3457.409912
	Iteration 58Q: 3 clusters Score -4306715 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4306788.000000 Penalty: 3457.409912
	Iteration 59Q: 3 clusters Score -4306788 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4306837.000000 Penalty: 3457.409912
	Iteration 60F: 3 clusters Score -4306837 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4306891.000000 Penalty: 3457.409912
	Iteration 61Q: 3 clusters Score -4306891 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4306973.500000 Penalty: 3457.409912
	Iteration 62Q: 3 clusters Score -4306974 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4307063.500000 Penalty: 3457.409912
	Iteration 63Q: 3 clusters Score -4307064 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4307147.500000 Penalty: 3457.409912
	Iteration 64Q: 3 clusters Score -4307148 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4307230.000000 Penalty: 3457.409912
	Iteration 65Q: 3 clusters Score -4307230 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4307287.500000 Penalty: 3457.409912
	Iteration 66Q: 3 clusters Score -4307288 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4307397.500000 Penalty: 3457.409912
	Iteration 67Q: 3 clusters Score -4307398 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4307530.000000 Penalty: 3457.409912
	Iteration 68Q: 3 clusters Score -4307530 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4307654.500000 Penalty: 3457.409912
	Iteration 69Q: 3 clusters Score -4307654 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4307769.500000 Penalty: 3457.409912
	Iteration 70Q: 3 clusters Score -4307770 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -4307906.500000 Penalty: 3457.409912
	Iteration 71Q: 3 clusters Score -4307906 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4308029.500000 Penalty: 3457.409912
	Iteration 72Q: 3 clusters Score -4308030 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4308127.500000 Penalty: 3457.409912
	Iteration 73Q: 3 clusters Score -4308128 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -4308222.000000 Penalty: 3457.409912
	Iteration 74Q: 3 clusters Score -4308222 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4308329.500000 Penalty: 3457.409912
	Iteration 75Q: 3 clusters Score -4308330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -4308415.500000 Penalty: 3457.409912
	Iteration 76Q: 3 clusters Score -4308416 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -4308523.000000 Penalty: 3457.409912
	Iteration 77Q: 3 clusters Score -4308523 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -4308598.500000 Penalty: 3457.409912
	Iteration 78Q: 3 clusters Score -4308598 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4308668.000000 Penalty: 3457.409912
	Iteration 79Q: 3 clusters Score -4308668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -4308725.000000 Penalty: 3457.409912
	Iteration 80F: 3 clusters Score -4308725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4308769.500000 Penalty: 3457.409912
	Iteration 81Q: 3 clusters Score -4308770 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -4308804.000000 Penalty: 3457.409912
	Iteration 82Q: 3 clusters Score -4308804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4308826.000000 Penalty: 3457.409912
	Iteration 83Q: 3 clusters Score -4308826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -4308856.500000 Penalty: 3457.409912
	Iteration 84Q: 3 clusters Score -4308856 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4308887.500000 Penalty: 3457.409912
	Iteration 85Q: 3 clusters Score -4308888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4308931.000000 Penalty: 3457.409912
	Iteration 86Q: 3 clusters Score -4308931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4308974.500000 Penalty: 3457.409912
	Iteration 87Q: 3 clusters Score -4308974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4309011.000000 Penalty: 3457.409912
	Iteration 88Q: 3 clusters Score -4309011 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -4309046.000000 Penalty: 3457.409912
	Iteration 89Q: 3 clusters Score -4309046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4309069.000000 Penalty: 3457.409912
	Iteration 90Q: 3 clusters Score -4309069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4309092.500000 Penalty: 3457.409912
	Iteration 91Q: 3 clusters Score -4309092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4309118.500000 Penalty: 3457.409912
	Iteration 92Q: 3 clusters Score -4309118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4309133.000000 Penalty: 3457.409912
	Iteration 93Q: 3 clusters Score -4309133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4309145.000000 Penalty: 3457.409912
	Iteration 94Q: 3 clusters Score -4309145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4309160.500000 Penalty: 3457.409912
	Iteration 95Q: 3 clusters Score -4309160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -4309171.000000 Penalty: 3457.409912
	Iteration 96Q: 3 clusters Score -4309171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4309185.500000 Penalty: 3457.409912
	Iteration 97Q: 3 clusters Score -4309186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -4309194.000000 Penalty: 3457.409912
	Iteration 98Q: 3 clusters Score -4309194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4309196.500000 Penalty: 3457.409912
	Iteration 99Q: 3 clusters Score -4309196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -4309200.500000 Penalty: 3457.409912
	Iteration 100F: 3 clusters Score -4309200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4309204.500000 Penalty: 3457.409912
	Iteration 101Q: 3 clusters Score -4309204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -4309208.500000 Penalty: 3457.409912
	Iteration 102Q: 3 clusters Score -4309208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4309213.000000 Penalty: 3457.409912
	Iteration 103Q: 3 clusters Score -4309213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -4309212.000000 Penalty: 3457.409912
	Iteration 104Q: 3 clusters Score -4309212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4309212.500000 Penalty: 3457.409912
	Iteration 105Q: 3 clusters Score -4309212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -4309215.000000 Penalty: 3457.409912
	Iteration 106Q: 3 clusters Score -4309215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -4309221.500000 Penalty: 3457.409912
	Iteration 107Q: 3 clusters Score -4309222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4309221.000000 Penalty: 3457.409912
	Iteration 108Q: 3 clusters Score -4309221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4309221.500000 Penalty: 3457.409912
	Iteration 109Q: 3 clusters Score -4309222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -4309221.500000 Penalty: 3457.409912
	Iteration 110Q: 3 clusters Score -4309222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4309220.500000 Penalty: 3457.409912
	Iteration 111Q: 3 clusters Score -4309220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -4309218.000000 Penalty: 3457.409912
	Iteration 112Q: 3 clusters Score -4309218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -4309226.000000 Penalty: 3457.409912
	Iteration 113Q: 3 clusters Score -4309226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -4309227.000000 Penalty: 3457.409912
	Iteration 114Q: 3 clusters Score -4309227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4309231.500000 Penalty: 3457.409912
	Iteration 115Q: 3 clusters Score -4309232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -4309233.500000 Penalty: 3457.409912
	Iteration 116Q: 3 clusters Score -4309234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4309235.000000 Penalty: 3457.409912
	Iteration 117Q: 3 clusters Score -4309235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4309232.000000 Penalty: 3457.409912
	Iteration 118Q: 3 clusters Score -4309232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4309238.500000 Penalty: 3457.409912
	Iteration 119Q: 3 clusters Score -4309238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -4309238.500000 Penalty: 3457.409912
	Iteration 120F: 3 clusters Score -4309238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -4309237.000000 Penalty: 3457.409912
	Iteration 121Q: 3 clusters Score -4309237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4309240.000000 Penalty: 3457.409912
	Iteration 122Q: 3 clusters Score -4309240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4309241.000000 Penalty: 3457.409912
	Iteration 123Q: 3 clusters Score -4309241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -4309241.000000 Penalty: 3457.409912
	Iteration 124F: 3 clusters Score -4309241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Entering Unmasked Estep 
Score: -1191579.000000 Penalty: 1522.304443
	Iteration 0F: 2 clusters Score -1191579 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 5925 members 
Entering Unmasked Estep 
Score: -1183296.750000 Penalty: 3044.608887
	Iteration 0F: 3 clusters Score -1183297 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1185948.625000 Penalty: 3044.608887
	Iteration 1F: 3 clusters Score -1185949 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1186267.125000 Penalty: 3044.608887
	Iteration 2F: 3 clusters Score -1186267 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1186604.250000 Penalty: 3044.608887
	Iteration 3F: 3 clusters Score -1186604 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1186981.625000 Penalty: 3044.608887
	Iteration 4F: 3 clusters Score -1186982 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1187472.375000 Penalty: 3044.608887
	Iteration 5F: 3 clusters Score -1187472 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1188023.375000 Penalty: 3044.608887
	Iteration 6F: 3 clusters Score -1188023 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1188573.250000 Penalty: 3044.608887
	Iteration 7F: 3 clusters Score -1188573 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1188997.875000 Penalty: 3044.608887
	Iteration 8F: 3 clusters Score -1188998 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1189314.375000 Penalty: 3044.608887
	Iteration 9Q: 3 clusters Score -1189314 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1189584.625000 Penalty: 3044.608887
	Iteration 10Q: 3 clusters Score -1189585 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1189794.500000 Penalty: 3044.608887
	Iteration 11Q: 3 clusters Score -1189794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1189939.000000 Penalty: 3044.608887
	Iteration 12Q: 3 clusters Score -1189939 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1190025.625000 Penalty: 3044.608887
	Iteration 13Q: 3 clusters Score -1190026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1190074.625000 Penalty: 3044.608887
	Iteration 14Q: 3 clusters Score -1190075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1190110.875000 Penalty: 3044.608887
	Iteration 15Q: 3 clusters Score -1190111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1190152.000000 Penalty: 3044.608887
	Iteration 16Q: 3 clusters Score -1190152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1190177.375000 Penalty: 3044.608887
	Iteration 17Q: 3 clusters Score -1190177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1190195.750000 Penalty: 3044.608887
	Iteration 18Q: 3 clusters Score -1190196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1190210.625000 Penalty: 3044.608887
	Iteration 19Q: 3 clusters Score -1190211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1190217.000000 Penalty: 3044.608887
	Iteration 20F: 3 clusters Score -1190217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1190221.125000 Penalty: 3044.608887
	Iteration 21Q: 3 clusters Score -1190221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1190226.875000 Penalty: 3044.608887
	Iteration 22Q: 3 clusters Score -1190227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1190238.375000 Penalty: 3044.608887
	Iteration 23Q: 3 clusters Score -1190238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1190243.500000 Penalty: 3044.608887
	Iteration 24Q: 3 clusters Score -1190244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1190246.750000 Penalty: 3044.608887
	Iteration 25Q: 3 clusters Score -1190247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1190250.250000 Penalty: 3044.608887
	Iteration 26Q: 3 clusters Score -1190250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1190254.875000 Penalty: 3044.608887
	Iteration 27Q: 3 clusters Score -1190255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1190259.375000 Penalty: 3044.608887
	Iteration 28Q: 3 clusters Score -1190259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1190263.375000 Penalty: 3044.608887
	Iteration 29Q: 3 clusters Score -1190263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1190270.000000 Penalty: 3044.608887
	Iteration 30Q: 3 clusters Score -1190270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1190272.500000 Penalty: 3044.608887
	Iteration 31Q: 3 clusters Score -1190272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1190273.000000 Penalty: 3044.608887
	Iteration 32Q: 3 clusters Score -1190273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1190272.125000 Penalty: 3044.608887
	Iteration 33Q: 3 clusters Score -1190272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1190274.875000 Penalty: 3044.608887
	Iteration 34Q: 3 clusters Score -1190275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1190276.000000 Penalty: 3044.608887
	Iteration 35Q: 3 clusters Score -1190276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1190277.750000 Penalty: 3044.608887
	Iteration 36Q: 3 clusters Score -1190278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1190284.250000 Penalty: 3044.608887
	Iteration 37Q: 3 clusters Score -1190284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1190292.375000 Penalty: 3044.608887
	Iteration 38Q: 3 clusters Score -1190292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1190294.500000 Penalty: 3044.608887
	Iteration 39Q: 3 clusters Score -1190294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1190302.125000 Penalty: 3044.608887
	Iteration 40F: 3 clusters Score -1190302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1190304.500000 Penalty: 3044.608887
	Iteration 41Q: 3 clusters Score -1190304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1190304.625000 Penalty: 3044.608887
	Iteration 42Q: 3 clusters Score -1190305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1190304.625000 Penalty: 3044.608887
	Iteration 43F: 3 clusters Score -1190305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -332133.000000 Penalty: 1321.182495
	Iteration 0F: 2 clusters Score -332133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -329192.781250 Penalty: 2642.364990
	Iteration 0F: 3 clusters Score -329192.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -329927.406250 Penalty: 2642.364990
	Iteration 1F: 3 clusters Score -329927.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -330090.437500 Penalty: 2642.364990
	Iteration 2F: 3 clusters Score -330090.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -330203.218750 Penalty: 2642.364990
	Iteration 3F: 3 clusters Score -330203.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -330290.656250 Penalty: 2642.364990
	Iteration 4Q: 3 clusters Score -330290.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -330360.437500 Penalty: 2642.364990
	Iteration 5Q: 3 clusters Score -330360.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -330415.625000 Penalty: 2642.364990
	Iteration 6Q: 3 clusters Score -330415.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -330462.968750 Penalty: 2642.364990
	Iteration 7Q: 3 clusters Score -330463 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -330510.687500 Penalty: 2642.364990
	Iteration 8Q: 3 clusters Score -330510.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -330545.187500 Penalty: 2642.364990
	Iteration 9Q: 3 clusters Score -330545.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -330565.437500 Penalty: 2642.364990
	Iteration 10Q: 3 clusters Score -330565.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -330580.218750 Penalty: 2642.364990
	Iteration 11Q: 3 clusters Score -330580.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -330592.937500 Penalty: 2642.364990
	Iteration 12Q: 3 clusters Score -330592.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -330604.687500 Penalty: 2642.364990
	Iteration 13Q: 3 clusters Score -330604.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -330613.437500 Penalty: 2642.364990
	Iteration 14Q: 3 clusters Score -330613.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -330619.687500 Penalty: 2642.364990
	Iteration 15Q: 3 clusters Score -330619.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -330627.968750 Penalty: 2642.364990
	Iteration 16Q: 3 clusters Score -330628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -330636.718750 Penalty: 2642.364990
	Iteration 17Q: 3 clusters Score -330636.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -330644.625000 Penalty: 2642.364990
	Iteration 18Q: 3 clusters Score -330644.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -330650.968750 Penalty: 2642.364990
	Iteration 19Q: 3 clusters Score -330651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -330655.718750 Penalty: 2642.364990
	Iteration 20F: 3 clusters Score -330655.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -330660.156250 Penalty: 2642.364990
	Iteration 21Q: 3 clusters Score -330660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -330663.781250 Penalty: 2642.364990
	Iteration 22Q: 3 clusters Score -330663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330669.843750 Penalty: 2642.364990
	Iteration 23Q: 3 clusters Score -330669.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -330676.718750 Penalty: 2642.364990
	Iteration 24Q: 3 clusters Score -330676.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -330683.718750 Penalty: 2642.364990
	Iteration 25Q: 3 clusters Score -330683.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -330691.250000 Penalty: 2642.364990
	Iteration 26Q: 3 clusters Score -330691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -330701.250000 Penalty: 2642.364990
	Iteration 27Q: 3 clusters Score -330701.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -330711.093750 Penalty: 2642.364990
	Iteration 28Q: 3 clusters Score -330711.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -330723.250000 Penalty: 2642.364990
	Iteration 29Q: 3 clusters Score -330723.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -330738.437500 Penalty: 2642.364990
	Iteration 30Q: 3 clusters Score -330738.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -330761.562500 Penalty: 2642.364990
	Iteration 31Q: 3 clusters Score -330761.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -330800.031250 Penalty: 2642.364990
	Iteration 32Q: 3 clusters Score -330800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -330844.718750 Penalty: 2642.364990
	Iteration 33Q: 3 clusters Score -330844.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330893.093750 Penalty: 2642.364990
	Iteration 34Q: 3 clusters Score -330893.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -330959.843750 Penalty: 2642.364990
	Iteration 35Q: 3 clusters Score -330959.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -331047.500000 Penalty: 2642.364990
	Iteration 36Q: 3 clusters Score -331047.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -331150.343750 Penalty: 2642.364990
	Iteration 37Q: 3 clusters Score -331150.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -331320.156250 Penalty: 2642.364990
	Iteration 38Q: 3 clusters Score -331320.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -331584.312500 Penalty: 2642.364990
	Iteration 39Q: 3 clusters Score -331584.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -331984.593750 Penalty: 2642.364990
	Iteration 40F: 3 clusters Score -331984.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -332176.250000 Penalty: 2642.364990
	Iteration 41Q: 3 clusters Score -332176.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -332231.187500 Penalty: 2642.364990
	Iteration 42Q: 3 clusters Score -332231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -332241.312500 Penalty: 2642.364990
	Iteration 43Q: 3 clusters Score -332241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332242.500000 Penalty: 2642.364990
	Iteration 44Q: 3 clusters Score -332242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332242.500000 Penalty: 2642.364990
	Iteration 45F: 3 clusters Score -332242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 22394 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63220 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28640 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 11403 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 4498 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74261 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110481 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5222 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8471 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25511 members 
Mstep: Class 32 contains 8492 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 17213 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2167 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1107 members 
Mstep: Class 44 contains 4452 members 
Mstep: Class 45 contains 755 members 
Entering Unmasked Estep 
Score: -54943248.000000 Penalty: 96748.914062
Splitting cluster 19 changes total score from -54943844.000000 to -54943248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -189614.906250 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -189614.9 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 976 members 
Entering Unmasked Estep 
Score: -187553.546875 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -187553.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -188049.687500 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -188049.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -188161.812500 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -188161.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -188230.781250 Penalty: 2457.026123
	Iteration 3Q: 3 clusters Score -188230.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188288.281250 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -188288.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -188325.328125 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -188325.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -188353.609375 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -188353.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -188387.734375 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -188387.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -188426.250000 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -188426.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -188462.406250 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -188462.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -188497.890625 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -188497.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -188526.828125 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -188526.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188543.125000 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -188543.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -188553.796875 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -188553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -188564.593750 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -188564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -188573.343750 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -188573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -188580.578125 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -188580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -188585.125000 Penalty: 2457.026123
	Iteration 17Q: 3 clusters Score -188585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -188588.796875 Penalty: 2457.026123
	Iteration 18Q: 3 clusters Score -188588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -188595.906250 Penalty: 2457.026123
	Iteration 19Q: 3 clusters Score -188595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -188606.109375 Penalty: 2457.026123
	Iteration 20F: 3 clusters Score -188606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -188614.281250 Penalty: 2457.026123
	Iteration 21Q: 3 clusters Score -188614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -188619.968750 Penalty: 2457.026123
	Iteration 22Q: 3 clusters Score -188620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -188625.250000 Penalty: 2457.026123
	Iteration 23Q: 3 clusters Score -188625.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -188630.156250 Penalty: 2457.026123
	Iteration 24Q: 3 clusters Score -188630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -188635.890625 Penalty: 2457.026123
	Iteration 25Q: 3 clusters Score -188635.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -188640.343750 Penalty: 2457.026123
	Iteration 26Q: 3 clusters Score -188640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -188643.859375 Penalty: 2457.026123
	Iteration 27Q: 3 clusters Score -188643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -188645.828125 Penalty: 2457.026123
	Iteration 28Q: 3 clusters Score -188645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -188645.828125 Penalty: 2457.026123
	Iteration 29F: 3 clusters Score -188645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (110481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110481 members 
Entering Unmasked Estep 
Score: -11382846.000000 Penalty: 1887.047241
	Iteration 0F: 2 clusters Score -1.138285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -11310078.000000 Penalty: 3774.094482
	Iteration 0F: 3 clusters Score -1.131008e+07 nChanged 53006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -11341721.000000 Penalty: 3774.094482
	Iteration 1F: 3 clusters Score -1.134172e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -11343955.000000 Penalty: 3774.094482
	Iteration 2Q: 3 clusters Score -1.134396e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -11348142.000000 Penalty: 3774.094482
	Iteration 3F: 3 clusters Score -1.134814e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -11355410.000000 Penalty: 3774.094482
	Iteration 4F: 3 clusters Score -1.135541e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -11364602.000000 Penalty: 3774.094482
	Iteration 5F: 3 clusters Score -1.13646e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -11372964.000000 Penalty: 3774.094482
	Iteration 6F: 3 clusters Score -1.137296e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -11377890.000000 Penalty: 3774.094482
	Iteration 7Q: 3 clusters Score -1.137789e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -11379991.000000 Penalty: 3774.094482
	Iteration 8Q: 3 clusters Score -1.137999e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109837 members 
Entering Unmasked Estep 
Score: -11380664.000000 Penalty: 3774.094482
	Iteration 9Q: 3 clusters Score -1.138066e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -11380865.000000 Penalty: 3774.094482
	Iteration 10Q: 3 clusters Score -1.138086e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -11380987.000000 Penalty: 3774.094482
	Iteration 11Q: 3 clusters Score -1.138099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 110163 members 
Entering Unmasked Estep 
Score: -11381046.000000 Penalty: 3774.094482
	Iteration 12Q: 3 clusters Score -1.138105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -11381084.000000 Penalty: 3774.094482
	Iteration 13Q: 3 clusters Score -1.138108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -11381117.000000 Penalty: 3774.094482
	Iteration 14Q: 3 clusters Score -1.138112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -11381124.000000 Penalty: 3774.094482
	Iteration 15Q: 3 clusters Score -1.138112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -11381143.000000 Penalty: 3774.094482
	Iteration 16Q: 3 clusters Score -1.138114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -11381139.000000 Penalty: 3774.094482
	Iteration 17Q: 3 clusters Score -1.138114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -11381143.000000 Penalty: 3774.094482
	Iteration 18Q: 3 clusters Score -1.138114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -11381142.000000 Penalty: 3774.094482
	Iteration 19Q: 3 clusters Score -1.138114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -11381142.000000 Penalty: 3774.094482
	Iteration 20F: 3 clusters Score -1.138114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -11381140.000000 Penalty: 3774.094482
	Iteration 21Q: 3 clusters Score -1.138114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -11381143.000000 Penalty: 3774.094482
	Iteration 22Q: 3 clusters Score -1.138114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110228 members 
Entering Unmasked Estep 
Score: -11381137.000000 Penalty: 3774.094482
	Iteration 23Q: 3 clusters Score -1.138114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110228 members 
Entering Unmasked Estep 
Score: -11381137.000000 Penalty: 3774.094482
	Iteration 24F: 3 clusters Score -1.138114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -107217.320312 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -107217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -105617.007812 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -105617 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106040.125000 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -106040.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106235.296875 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -106235.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106392.281250 Penalty: 2327.779053
	Iteration 3F: 3 clusters Score -106392.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106487.781250 Penalty: 2327.779053
	Iteration 4F: 3 clusters Score -106487.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106535.476562 Penalty: 2327.779053
	Iteration 5Q: 3 clusters Score -106535.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106578.531250 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -106578.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106611.625000 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -106611.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106645.437500 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -106645.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106671.984375 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -106672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106703.453125 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -106703.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106728.726562 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -106728.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106744.960938 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -106745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106762.125000 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -106762.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106776.007812 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -106776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106784.078125 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -106784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -106788.492188 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -106788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106794.007812 Penalty: 2327.779053
	Iteration 17Q: 3 clusters Score -106794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106802.328125 Penalty: 2327.779053
	Iteration 18Q: 3 clusters Score -106802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106807.164062 Penalty: 2327.779053
	Iteration 19Q: 3 clusters Score -106807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106814.421875 Penalty: 2327.779053
	Iteration 20F: 3 clusters Score -106814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106818.101562 Penalty: 2327.779053
	Iteration 21Q: 3 clusters Score -106818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106819.968750 Penalty: 2327.779053
	Iteration 22Q: 3 clusters Score -106820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106821.742188 Penalty: 2327.779053
	Iteration 23Q: 3 clusters Score -106821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106822.281250 Penalty: 2327.779053
	Iteration 24Q: 3 clusters Score -106822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106823.101562 Penalty: 2327.779053
	Iteration 25Q: 3 clusters Score -106823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106823.632812 Penalty: 2327.779053
	Iteration 26Q: 3 clusters Score -106823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106824.984375 Penalty: 2327.779053
	Iteration 27Q: 3 clusters Score -106825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106825.718750 Penalty: 2327.779053
	Iteration 28Q: 3 clusters Score -106825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106828.062500 Penalty: 2327.779053
	Iteration 29Q: 3 clusters Score -106828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106828.062500 Penalty: 2327.779053
	Iteration 30F: 3 clusters Score -106828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -52012.250000 Penalty: 1027.708374
	Iteration 0F: 2 clusters Score -52012.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50943.808594 Penalty: 2055.416748
	Iteration 0F: 3 clusters Score -50943.81 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51197.015625 Penalty: 2055.416748
	Iteration 1F: 3 clusters Score -51197.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51395.332031 Penalty: 2055.416748
	Iteration 2F: 3 clusters Score -51395.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51616.792969 Penalty: 2055.416748
	Iteration 3F: 3 clusters Score -51616.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51745.890625 Penalty: 2055.416748
	Iteration 4F: 3 clusters Score -51745.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -51853.695312 Penalty: 2055.416748
	Iteration 5Q: 3 clusters Score -51853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -51884.042969 Penalty: 2055.416748
	Iteration 6Q: 3 clusters Score -51884.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -51917.976562 Penalty: 2055.416748
	Iteration 7Q: 3 clusters Score -51917.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -51933.792969 Penalty: 2055.416748
	Iteration 8Q: 3 clusters Score -51933.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -51937.445312 Penalty: 2055.416748
	Iteration 9Q: 3 clusters Score -51937.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -51939.531250 Penalty: 2055.416748
	Iteration 10Q: 3 clusters Score -51939.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -51941.058594 Penalty: 2055.416748
	Iteration 11Q: 3 clusters Score -51941.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -51941.058594 Penalty: 2055.416748
	Iteration 12F: 3 clusters Score -51941.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -288611.812500 Penalty: 1310.707642
	Iteration 0F: 2 clusters Score -288611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -285755.343750 Penalty: 2621.415283
	Iteration 0F: 3 clusters Score -285755.3 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -286459.593750 Penalty: 2621.415283
	Iteration 1F: 3 clusters Score -286459.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286627.437500 Penalty: 2621.415283
	Iteration 2F: 3 clusters Score -286627.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -286755.468750 Penalty: 2621.415283
	Iteration 3F: 3 clusters Score -286755.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -286854.843750 Penalty: 2621.415283
	Iteration 4Q: 3 clusters Score -286854.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -286960.468750 Penalty: 2621.415283
	Iteration 5Q: 3 clusters Score -286960.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -287036.281250 Penalty: 2621.415283
	Iteration 6Q: 3 clusters Score -287036.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287106.593750 Penalty: 2621.415283
	Iteration 7Q: 3 clusters Score -287106.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -287154.625000 Penalty: 2621.415283
	Iteration 8Q: 3 clusters Score -287154.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -287194.156250 Penalty: 2621.415283
	Iteration 9Q: 3 clusters Score -287194.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -287232.250000 Penalty: 2621.415283
	Iteration 10Q: 3 clusters Score -287232.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287270.781250 Penalty: 2621.415283
	Iteration 11Q: 3 clusters Score -287270.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287308.437500 Penalty: 2621.415283
	Iteration 12Q: 3 clusters Score -287308.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -287347.093750 Penalty: 2621.415283
	Iteration 13Q: 3 clusters Score -287347.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -287369.531250 Penalty: 2621.415283
	Iteration 14Q: 3 clusters Score -287369.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -287396.218750 Penalty: 2621.415283
	Iteration 15Q: 3 clusters Score -287396.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -287426.968750 Penalty: 2621.415283
	Iteration 16Q: 3 clusters Score -287427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -287463.906250 Penalty: 2621.415283
	Iteration 17Q: 3 clusters Score -287463.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -287501.750000 Penalty: 2621.415283
	Iteration 18Q: 3 clusters Score -287501.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -287544.343750 Penalty: 2621.415283
	Iteration 19Q: 3 clusters Score -287544.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287581.718750 Penalty: 2621.415283
	Iteration 20F: 3 clusters Score -287581.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287598.937500 Penalty: 2621.415283
	Iteration 21Q: 3 clusters Score -287598.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -287610.656250 Penalty: 2621.415283
	Iteration 22Q: 3 clusters Score -287610.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -287621.718750 Penalty: 2621.415283
	Iteration 23Q: 3 clusters Score -287621.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -287638.062500 Penalty: 2621.415283
	Iteration 24Q: 3 clusters Score -287638.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287656.375000 Penalty: 2621.415283
	Iteration 25Q: 3 clusters Score -287656.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -287673.625000 Penalty: 2621.415283
	Iteration 26Q: 3 clusters Score -287673.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -287687.562500 Penalty: 2621.415283
	Iteration 27Q: 3 clusters Score -287687.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -287704.843750 Penalty: 2621.415283
	Iteration 28Q: 3 clusters Score -287704.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287715.156250 Penalty: 2621.415283
	Iteration 29Q: 3 clusters Score -287715.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -287719.437500 Penalty: 2621.415283
	Iteration 30Q: 3 clusters Score -287719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287723.500000 Penalty: 2621.415283
	Iteration 31Q: 3 clusters Score -287723.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -287724.781250 Penalty: 2621.415283
	Iteration 32Q: 3 clusters Score -287724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287727.062500 Penalty: 2621.415283
	Iteration 33Q: 3 clusters Score -287727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -287729.062500 Penalty: 2621.415283
	Iteration 34Q: 3 clusters Score -287729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -287730.375000 Penalty: 2621.415283
	Iteration 35Q: 3 clusters Score -287730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287730.718750 Penalty: 2621.415283
	Iteration 36Q: 3 clusters Score -287730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287730.718750 Penalty: 2621.415283
	Iteration 37F: 3 clusters Score -287730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -160451.468750 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -160451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -158610.015625 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -158610 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -159092.359375 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -159092.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -159270.765625 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -159270.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159409.921875 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -159409.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -159531.296875 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -159531.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159605.093750 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -159605.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159648.296875 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -159648.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159676.734375 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -159676.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -159685.234375 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -159685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159695.250000 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -159695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -159700.640625 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -159700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159702.937500 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -159702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159705.437500 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -159705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -159709.406250 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -159709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159712.000000 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -159712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159715.015625 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -159715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159718.156250 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -159718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -159730.906250 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -159730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159739.218750 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -159739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -159744.312500 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -159744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159749.828125 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -159749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159754.703125 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -159754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159757.437500 Penalty: 2411.882568
	Iteration 22Q: 3 clusters Score -159757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159758.687500 Penalty: 2411.882568
	Iteration 23Q: 3 clusters Score -159758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -159759.437500 Penalty: 2411.882568
	Iteration 24Q: 3 clusters Score -159759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -159760.718750 Penalty: 2411.882568
	Iteration 25Q: 3 clusters Score -159760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -159761.281250 Penalty: 2411.882568
	Iteration 26Q: 3 clusters Score -159761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -159761.281250 Penalty: 2411.882568
	Iteration 27F: 3 clusters Score -159761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Entering Unmasked Estep 
Score: -531471.875000 Penalty: 1391.103271
	Iteration 0F: 2 clusters Score -531471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -527372.500000 Penalty: 2782.206543
	Iteration 0F: 3 clusters Score -527372.5 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -528568.125000 Penalty: 2782.206543
	Iteration 1F: 3 clusters Score -528568.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -528802.125000 Penalty: 2782.206543
	Iteration 2F: 3 clusters Score -528802.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -528978.562500 Penalty: 2782.206543
	Iteration 3F: 3 clusters Score -528978.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -529137.625000 Penalty: 2782.206543
	Iteration 4F: 3 clusters Score -529137.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529279.562500 Penalty: 2782.206543
	Iteration 5Q: 3 clusters Score -529279.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -529386.812500 Penalty: 2782.206543
	Iteration 6Q: 3 clusters Score -529386.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -529479.812500 Penalty: 2782.206543
	Iteration 7Q: 3 clusters Score -529479.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -529579.062500 Penalty: 2782.206543
	Iteration 8Q: 3 clusters Score -529579.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -529681.000000 Penalty: 2782.206543
	Iteration 9Q: 3 clusters Score -529681 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -529758.562500 Penalty: 2782.206543
	Iteration 10Q: 3 clusters Score -529758.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -529831.625000 Penalty: 2782.206543
	Iteration 11Q: 3 clusters Score -529831.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -529903.500000 Penalty: 2782.206543
	Iteration 12Q: 3 clusters Score -529903.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -529974.500000 Penalty: 2782.206543
	Iteration 13Q: 3 clusters Score -529974.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -530036.875000 Penalty: 2782.206543
	Iteration 14Q: 3 clusters Score -530036.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -530094.437500 Penalty: 2782.206543
	Iteration 15Q: 3 clusters Score -530094.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -530162.000000 Penalty: 2782.206543
	Iteration 16Q: 3 clusters Score -530162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -530216.875000 Penalty: 2782.206543
	Iteration 17Q: 3 clusters Score -530216.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -530261.937500 Penalty: 2782.206543
	Iteration 18Q: 3 clusters Score -530261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -530310.875000 Penalty: 2782.206543
	Iteration 19Q: 3 clusters Score -530310.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -530345.125000 Penalty: 2782.206543
	Iteration 20F: 3 clusters Score -530345.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -530372.187500 Penalty: 2782.206543
	Iteration 21Q: 3 clusters Score -530372.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -530392.812500 Penalty: 2782.206543
	Iteration 22Q: 3 clusters Score -530392.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -530411.000000 Penalty: 2782.206543
	Iteration 23Q: 3 clusters Score -530411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -530428.812500 Penalty: 2782.206543
	Iteration 24Q: 3 clusters Score -530428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -530450.562500 Penalty: 2782.206543
	Iteration 25Q: 3 clusters Score -530450.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -530477.750000 Penalty: 2782.206543
	Iteration 26Q: 3 clusters Score -530477.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -530502.375000 Penalty: 2782.206543
	Iteration 27Q: 3 clusters Score -530502.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -530525.937500 Penalty: 2782.206543
	Iteration 28Q: 3 clusters Score -530525.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -530540.062500 Penalty: 2782.206543
	Iteration 29Q: 3 clusters Score -530540.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -530551.125000 Penalty: 2782.206543
	Iteration 30Q: 3 clusters Score -530551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -530558.750000 Penalty: 2782.206543
	Iteration 31Q: 3 clusters Score -530558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -530562.000000 Penalty: 2782.206543
	Iteration 32Q: 3 clusters Score -530562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -530563.437500 Penalty: 2782.206543
	Iteration 33Q: 3 clusters Score -530563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -530564.750000 Penalty: 2782.206543
	Iteration 34Q: 3 clusters Score -530564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -530570.812500 Penalty: 2782.206543
	Iteration 35Q: 3 clusters Score -530570.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -530574.937500 Penalty: 2782.206543
	Iteration 36Q: 3 clusters Score -530574.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -530580.812500 Penalty: 2782.206543
	Iteration 37Q: 3 clusters Score -530580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -530582.375000 Penalty: 2782.206543
	Iteration 38Q: 3 clusters Score -530582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -530582.375000 Penalty: 2782.206543
	Iteration 39Q: 3 clusters Score -530582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -530583.250000 Penalty: 2782.206543
	Iteration 40F: 3 clusters Score -530583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -530583.250000 Penalty: 2782.206543
	Iteration 41Q: 3 clusters Score -530583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -530583.250000 Penalty: 2782.206543
	Iteration 42F: 3 clusters Score -530583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Entering Unmasked Estep 
Score: -893664.375000 Penalty: 1475.278320
	Iteration 0F: 2 clusters Score -893664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -887352.875000 Penalty: 2950.556641
	Iteration 0F: 3 clusters Score -887352.9 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -889370.312500 Penalty: 2950.556641
	Iteration 1F: 3 clusters Score -889370.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -889660.812500 Penalty: 2950.556641
	Iteration 2F: 3 clusters Score -889660.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -889956.312500 Penalty: 2950.556641
	Iteration 3F: 3 clusters Score -889956.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -890258.250000 Penalty: 2950.556641
	Iteration 4F: 3 clusters Score -890258.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -890606.187500 Penalty: 2950.556641
	Iteration 5F: 3 clusters Score -890606.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -890956.000000 Penalty: 2950.556641
	Iteration 6F: 3 clusters Score -890956 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -891259.000000 Penalty: 2950.556641
	Iteration 7F: 3 clusters Score -891259 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -891536.312500 Penalty: 2950.556641
	Iteration 8Q: 3 clusters Score -891536.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -891714.312500 Penalty: 2950.556641
	Iteration 9Q: 3 clusters Score -891714.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -891827.812500 Penalty: 2950.556641
	Iteration 10Q: 3 clusters Score -891827.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -891912.750000 Penalty: 2950.556641
	Iteration 11Q: 3 clusters Score -891912.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -891977.375000 Penalty: 2950.556641
	Iteration 12Q: 3 clusters Score -891977.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -892038.812500 Penalty: 2950.556641
	Iteration 13Q: 3 clusters Score -892038.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -892095.875000 Penalty: 2950.556641
	Iteration 14Q: 3 clusters Score -892095.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -892189.187500 Penalty: 2950.556641
	Iteration 15Q: 3 clusters Score -892189.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -892286.812500 Penalty: 2950.556641
	Iteration 16Q: 3 clusters Score -892286.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -892370.000000 Penalty: 2950.556641
	Iteration 17Q: 3 clusters Score -892370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -892441.875000 Penalty: 2950.556641
	Iteration 18Q: 3 clusters Score -892441.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -892489.125000 Penalty: 2950.556641
	Iteration 19Q: 3 clusters Score -892489.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -892526.687500 Penalty: 2950.556641
	Iteration 20F: 3 clusters Score -892526.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -892554.750000 Penalty: 2950.556641
	Iteration 21Q: 3 clusters Score -892554.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -892575.750000 Penalty: 2950.556641
	Iteration 22Q: 3 clusters Score -892575.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -892597.687500 Penalty: 2950.556641
	Iteration 23Q: 3 clusters Score -892597.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -892617.187500 Penalty: 2950.556641
	Iteration 24Q: 3 clusters Score -892617.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -892632.375000 Penalty: 2950.556641
	Iteration 25Q: 3 clusters Score -892632.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -892647.625000 Penalty: 2950.556641
	Iteration 26Q: 3 clusters Score -892647.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -892663.437500 Penalty: 2950.556641
	Iteration 27Q: 3 clusters Score -892663.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -892679.750000 Penalty: 2950.556641
	Iteration 28Q: 3 clusters Score -892679.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -892704.812500 Penalty: 2950.556641
	Iteration 29Q: 3 clusters Score -892704.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -892729.250000 Penalty: 2950.556641
	Iteration 30Q: 3 clusters Score -892729.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -892746.625000 Penalty: 2950.556641
	Iteration 31Q: 3 clusters Score -892746.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -892768.562500 Penalty: 2950.556641
	Iteration 32Q: 3 clusters Score -892768.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -892792.875000 Penalty: 2950.556641
	Iteration 33Q: 3 clusters Score -892792.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -892808.000000 Penalty: 2950.556641
	Iteration 34Q: 3 clusters Score -892808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -892820.250000 Penalty: 2950.556641
	Iteration 35Q: 3 clusters Score -892820.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -892836.437500 Penalty: 2950.556641
	Iteration 36Q: 3 clusters Score -892836.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -892852.562500 Penalty: 2950.556641
	Iteration 37Q: 3 clusters Score -892852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -892867.625000 Penalty: 2950.556641
	Iteration 38Q: 3 clusters Score -892867.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -892883.687500 Penalty: 2950.556641
	Iteration 39Q: 3 clusters Score -892883.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -892899.875000 Penalty: 2950.556641
	Iteration 40F: 3 clusters Score -892899.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -892916.812500 Penalty: 2950.556641
	Iteration 41Q: 3 clusters Score -892916.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -892929.375000 Penalty: 2950.556641
	Iteration 42Q: 3 clusters Score -892929.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -892945.125000 Penalty: 2950.556641
	Iteration 43Q: 3 clusters Score -892945.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -892967.187500 Penalty: 2950.556641
	Iteration 44Q: 3 clusters Score -892967.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -892988.062500 Penalty: 2950.556641
	Iteration 45Q: 3 clusters Score -892988.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -893007.812500 Penalty: 2950.556641
	Iteration 46Q: 3 clusters Score -893007.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -893030.812500 Penalty: 2950.556641
	Iteration 47Q: 3 clusters Score -893030.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -893050.562500 Penalty: 2950.556641
	Iteration 48Q: 3 clusters Score -893050.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -893072.312500 Penalty: 2950.556641
	Iteration 49Q: 3 clusters Score -893072.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -893106.875000 Penalty: 2950.556641
	Iteration 50Q: 3 clusters Score -893106.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -893149.562500 Penalty: 2950.556641
	Iteration 51Q: 3 clusters Score -893149.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -893198.000000 Penalty: 2950.556641
	Iteration 52Q: 3 clusters Score -893198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -893239.687500 Penalty: 2950.556641
	Iteration 53Q: 3 clusters Score -893239.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -893287.000000 Penalty: 2950.556641
	Iteration 54Q: 3 clusters Score -893287 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -893328.812500 Penalty: 2950.556641
	Iteration 55Q: 3 clusters Score -893328.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -893369.812500 Penalty: 2950.556641
	Iteration 56Q: 3 clusters Score -893369.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -893411.875000 Penalty: 2950.556641
	Iteration 57Q: 3 clusters Score -893411.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -893441.312500 Penalty: 2950.556641
	Iteration 58Q: 3 clusters Score -893441.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -893458.750000 Penalty: 2950.556641
	Iteration 59Q: 3 clusters Score -893458.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -893478.000000 Penalty: 2950.556641
	Iteration 60F: 3 clusters Score -893478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -893491.937500 Penalty: 2950.556641
	Iteration 61Q: 3 clusters Score -893491.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -893505.687500 Penalty: 2950.556641
	Iteration 62Q: 3 clusters Score -893505.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -893517.125000 Penalty: 2950.556641
	Iteration 63Q: 3 clusters Score -893517.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -893527.250000 Penalty: 2950.556641
	Iteration 64Q: 3 clusters Score -893527.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -893537.000000 Penalty: 2950.556641
	Iteration 65Q: 3 clusters Score -893537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -893546.937500 Penalty: 2950.556641
	Iteration 66Q: 3 clusters Score -893546.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -893550.562500 Penalty: 2950.556641
	Iteration 67Q: 3 clusters Score -893550.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -893554.500000 Penalty: 2950.556641
	Iteration 68Q: 3 clusters Score -893554.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -893560.687500 Penalty: 2950.556641
	Iteration 69Q: 3 clusters Score -893560.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -893562.750000 Penalty: 2950.556641
	Iteration 70Q: 3 clusters Score -893562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -893567.687500 Penalty: 2950.556641
	Iteration 71Q: 3 clusters Score -893567.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -893566.500000 Penalty: 2950.556641
	Iteration 72Q: 3 clusters Score -893566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -893567.750000 Penalty: 2950.556641
	Iteration 73Q: 3 clusters Score -893567.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -893570.000000 Penalty: 2950.556641
	Iteration 74Q: 3 clusters Score -893570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -893571.437500 Penalty: 2950.556641
	Iteration 75Q: 3 clusters Score -893571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -893571.187500 Penalty: 2950.556641
	Iteration 76Q: 3 clusters Score -893571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -893571.625000 Penalty: 2950.556641
	Iteration 77Q: 3 clusters Score -893571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -893571.625000 Penalty: 2950.556641
	Iteration 78F: 3 clusters Score -893571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Entering Unmasked Estep 
Score: -925483.625000 Penalty: 1479.541138
	Iteration 0F: 2 clusters Score -925483.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -919011.000000 Penalty: 2959.082275
	Iteration 0F: 3 clusters Score -919011 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -920978.875000 Penalty: 2959.082275
	Iteration 1F: 3 clusters Score -920978.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -921210.937500 Penalty: 2959.082275
	Iteration 2F: 3 clusters Score -921210.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -921385.562500 Penalty: 2959.082275
	Iteration 3Q: 3 clusters Score -921385.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -921515.062500 Penalty: 2959.082275
	Iteration 4Q: 3 clusters Score -921515.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -921625.562500 Penalty: 2959.082275
	Iteration 5Q: 3 clusters Score -921625.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -921721.062500 Penalty: 2959.082275
	Iteration 6Q: 3 clusters Score -921721.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -921818.625000 Penalty: 2959.082275
	Iteration 7Q: 3 clusters Score -921818.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -921899.937500 Penalty: 2959.082275
	Iteration 8Q: 3 clusters Score -921899.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -921972.750000 Penalty: 2959.082275
	Iteration 9Q: 3 clusters Score -921972.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -922049.750000 Penalty: 2959.082275
	Iteration 10Q: 3 clusters Score -922049.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -922125.812500 Penalty: 2959.082275
	Iteration 11Q: 3 clusters Score -922125.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -922211.500000 Penalty: 2959.082275
	Iteration 12Q: 3 clusters Score -922211.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -922292.437500 Penalty: 2959.082275
	Iteration 13Q: 3 clusters Score -922292.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -922371.625000 Penalty: 2959.082275
	Iteration 14Q: 3 clusters Score -922371.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -922452.687500 Penalty: 2959.082275
	Iteration 15Q: 3 clusters Score -922452.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -922540.875000 Penalty: 2959.082275
	Iteration 16Q: 3 clusters Score -922540.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -922641.125000 Penalty: 2959.082275
	Iteration 17Q: 3 clusters Score -922641.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -922764.812500 Penalty: 2959.082275
	Iteration 18Q: 3 clusters Score -922764.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -922918.812500 Penalty: 2959.082275
	Iteration 19Q: 3 clusters Score -922918.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -923091.187500 Penalty: 2959.082275
	Iteration 20F: 3 clusters Score -923091.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -923289.250000 Penalty: 2959.082275
	Iteration 21Q: 3 clusters Score -923289.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -923469.125000 Penalty: 2959.082275
	Iteration 22Q: 3 clusters Score -923469.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -923607.500000 Penalty: 2959.082275
	Iteration 23Q: 3 clusters Score -923607.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -923723.375000 Penalty: 2959.082275
	Iteration 24Q: 3 clusters Score -923723.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -923820.000000 Penalty: 2959.082275
	Iteration 25Q: 3 clusters Score -923820 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -923907.500000 Penalty: 2959.082275
	Iteration 26Q: 3 clusters Score -923907.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -923982.375000 Penalty: 2959.082275
	Iteration 27Q: 3 clusters Score -923982.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -924028.937500 Penalty: 2959.082275
	Iteration 28Q: 3 clusters Score -924028.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -924067.125000 Penalty: 2959.082275
	Iteration 29Q: 3 clusters Score -924067.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -924095.937500 Penalty: 2959.082275
	Iteration 30Q: 3 clusters Score -924095.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -924108.375000 Penalty: 2959.082275
	Iteration 31Q: 3 clusters Score -924108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -924119.625000 Penalty: 2959.082275
	Iteration 32Q: 3 clusters Score -924119.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -924124.687500 Penalty: 2959.082275
	Iteration 33Q: 3 clusters Score -924124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -924127.937500 Penalty: 2959.082275
	Iteration 34Q: 3 clusters Score -924127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -924129.437500 Penalty: 2959.082275
	Iteration 35Q: 3 clusters Score -924129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -924131.187500 Penalty: 2959.082275
	Iteration 36Q: 3 clusters Score -924131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -924132.125000 Penalty: 2959.082275
	Iteration 37Q: 3 clusters Score -924132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -924134.375000 Penalty: 2959.082275
	Iteration 38Q: 3 clusters Score -924134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -924137.562500 Penalty: 2959.082275
	Iteration 39Q: 3 clusters Score -924137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -924140.937500 Penalty: 2959.082275
	Iteration 40F: 3 clusters Score -924140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -924142.250000 Penalty: 2959.082275
	Iteration 41Q: 3 clusters Score -924142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -924145.937500 Penalty: 2959.082275
	Iteration 42Q: 3 clusters Score -924145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -924149.062500 Penalty: 2959.082275
	Iteration 43Q: 3 clusters Score -924149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -924151.812500 Penalty: 2959.082275
	Iteration 44Q: 3 clusters Score -924151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -924155.062500 Penalty: 2959.082275
	Iteration 45Q: 3 clusters Score -924155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -924156.500000 Penalty: 2959.082275
	Iteration 46Q: 3 clusters Score -924156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -924158.875000 Penalty: 2959.082275
	Iteration 47Q: 3 clusters Score -924158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -924163.250000 Penalty: 2959.082275
	Iteration 48Q: 3 clusters Score -924163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -924167.875000 Penalty: 2959.082275
	Iteration 49Q: 3 clusters Score -924167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -924174.375000 Penalty: 2959.082275
	Iteration 50Q: 3 clusters Score -924174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -924178.562500 Penalty: 2959.082275
	Iteration 51Q: 3 clusters Score -924178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -924189.500000 Penalty: 2959.082275
	Iteration 52Q: 3 clusters Score -924189.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -924202.937500 Penalty: 2959.082275
	Iteration 53Q: 3 clusters Score -924202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -924215.812500 Penalty: 2959.082275
	Iteration 54Q: 3 clusters Score -924215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -924220.437500 Penalty: 2959.082275
	Iteration 55Q: 3 clusters Score -924220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -924225.375000 Penalty: 2959.082275
	Iteration 56Q: 3 clusters Score -924225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -924230.437500 Penalty: 2959.082275
	Iteration 57Q: 3 clusters Score -924230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -924233.562500 Penalty: 2959.082275
	Iteration 58Q: 3 clusters Score -924233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -924235.687500 Penalty: 2959.082275
	Iteration 59Q: 3 clusters Score -924235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -924237.125000 Penalty: 2959.082275
	Iteration 60F: 3 clusters Score -924237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -924238.000000 Penalty: 2959.082275
	Iteration 61Q: 3 clusters Score -924238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -924243.937500 Penalty: 2959.082275
	Iteration 62Q: 3 clusters Score -924243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -924246.250000 Penalty: 2959.082275
	Iteration 63Q: 3 clusters Score -924246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -924250.312500 Penalty: 2959.082275
	Iteration 64Q: 3 clusters Score -924250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -924251.187500 Penalty: 2959.082275
	Iteration 65Q: 3 clusters Score -924251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -924253.187500 Penalty: 2959.082275
	Iteration 66Q: 3 clusters Score -924253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -924253.562500 Penalty: 2959.082275
	Iteration 67Q: 3 clusters Score -924253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -924255.187500 Penalty: 2959.082275
	Iteration 68Q: 3 clusters Score -924255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -924255.187500 Penalty: 2959.082275
	Iteration 69F: 3 clusters Score -924255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -779431.437500 Penalty: 1469.715698
	Iteration 0F: 2 clusters Score -779431.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -773226.687500 Penalty: 2939.431396
	Iteration 0F: 3 clusters Score -773226.7 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -775202.062500 Penalty: 2939.431396
	Iteration 1F: 3 clusters Score -775202.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -775500.875000 Penalty: 2939.431396
	Iteration 2F: 3 clusters Score -775500.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -775726.500000 Penalty: 2939.431396
	Iteration 3F: 3 clusters Score -775726.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -775898.250000 Penalty: 2939.431396
	Iteration 4Q: 3 clusters Score -775898.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -776116.687500 Penalty: 2939.431396
	Iteration 5Q: 3 clusters Score -776116.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -776336.062500 Penalty: 2939.431396
	Iteration 6Q: 3 clusters Score -776336.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -776525.375000 Penalty: 2939.431396
	Iteration 7Q: 3 clusters Score -776525.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -776721.562500 Penalty: 2939.431396
	Iteration 8Q: 3 clusters Score -776721.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -776910.437500 Penalty: 2939.431396
	Iteration 9Q: 3 clusters Score -776910.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -777089.250000 Penalty: 2939.431396
	Iteration 10Q: 3 clusters Score -777089.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -777244.750000 Penalty: 2939.431396
	Iteration 11Q: 3 clusters Score -777244.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -777365.687500 Penalty: 2939.431396
	Iteration 12Q: 3 clusters Score -777365.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -777455.500000 Penalty: 2939.431396
	Iteration 13Q: 3 clusters Score -777455.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -777529.937500 Penalty: 2939.431396
	Iteration 14Q: 3 clusters Score -777529.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -777599.375000 Penalty: 2939.431396
	Iteration 15Q: 3 clusters Score -777599.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -777663.500000 Penalty: 2939.431396
	Iteration 16Q: 3 clusters Score -777663.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -777721.437500 Penalty: 2939.431396
	Iteration 17Q: 3 clusters Score -777721.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -777767.125000 Penalty: 2939.431396
	Iteration 18Q: 3 clusters Score -777767.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -777805.062500 Penalty: 2939.431396
	Iteration 19Q: 3 clusters Score -777805.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -777841.937500 Penalty: 2939.431396
	Iteration 20F: 3 clusters Score -777841.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -777876.562500 Penalty: 2939.431396
	Iteration 21Q: 3 clusters Score -777876.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -777909.187500 Penalty: 2939.431396
	Iteration 22Q: 3 clusters Score -777909.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -777930.500000 Penalty: 2939.431396
	Iteration 23Q: 3 clusters Score -777930.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -777953.437500 Penalty: 2939.431396
	Iteration 24Q: 3 clusters Score -777953.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -777978.750000 Penalty: 2939.431396
	Iteration 25Q: 3 clusters Score -777978.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -778000.687500 Penalty: 2939.431396
	Iteration 26Q: 3 clusters Score -778000.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -778016.375000 Penalty: 2939.431396
	Iteration 27Q: 3 clusters Score -778016.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -778035.125000 Penalty: 2939.431396
	Iteration 28Q: 3 clusters Score -778035.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -778053.187500 Penalty: 2939.431396
	Iteration 29Q: 3 clusters Score -778053.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -778066.500000 Penalty: 2939.431396
	Iteration 30Q: 3 clusters Score -778066.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -778081.437500 Penalty: 2939.431396
	Iteration 31Q: 3 clusters Score -778081.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -778096.875000 Penalty: 2939.431396
	Iteration 32Q: 3 clusters Score -778096.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -778111.812500 Penalty: 2939.431396
	Iteration 33Q: 3 clusters Score -778111.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -778126.312500 Penalty: 2939.431396
	Iteration 34Q: 3 clusters Score -778126.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -778138.687500 Penalty: 2939.431396
	Iteration 35Q: 3 clusters Score -778138.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -778147.000000 Penalty: 2939.431396
	Iteration 36Q: 3 clusters Score -778147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -778152.125000 Penalty: 2939.431396
	Iteration 37Q: 3 clusters Score -778152.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -778161.937500 Penalty: 2939.431396
	Iteration 38Q: 3 clusters Score -778161.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -778164.625000 Penalty: 2939.431396
	Iteration 39Q: 3 clusters Score -778164.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -778168.812500 Penalty: 2939.431396
	Iteration 40F: 3 clusters Score -778168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -778173.250000 Penalty: 2939.431396
	Iteration 41Q: 3 clusters Score -778173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -778176.437500 Penalty: 2939.431396
	Iteration 42Q: 3 clusters Score -778176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -778182.062500 Penalty: 2939.431396
	Iteration 43Q: 3 clusters Score -778182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -778186.250000 Penalty: 2939.431396
	Iteration 44Q: 3 clusters Score -778186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -778188.062500 Penalty: 2939.431396
	Iteration 45Q: 3 clusters Score -778188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -778188.500000 Penalty: 2939.431396
	Iteration 46Q: 3 clusters Score -778188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -778189.500000 Penalty: 2939.431396
	Iteration 47Q: 3 clusters Score -778189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -778192.125000 Penalty: 2939.431396
	Iteration 48Q: 3 clusters Score -778192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -778192.875000 Penalty: 2939.431396
	Iteration 49Q: 3 clusters Score -778192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -778193.875000 Penalty: 2939.431396
	Iteration 50Q: 3 clusters Score -778193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -778193.187500 Penalty: 2939.431396
	Iteration 51Q: 3 clusters Score -778193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -778195.687500 Penalty: 2939.431396
	Iteration 52Q: 3 clusters Score -778195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -778198.937500 Penalty: 2939.431396
	Iteration 53Q: 3 clusters Score -778198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -778197.437500 Penalty: 2939.431396
	Iteration 54Q: 3 clusters Score -778197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -778199.375000 Penalty: 2939.431396
	Iteration 55Q: 3 clusters Score -778199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -778200.375000 Penalty: 2939.431396
	Iteration 56Q: 3 clusters Score -778200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -778201.500000 Penalty: 2939.431396
	Iteration 57Q: 3 clusters Score -778201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -778202.937500 Penalty: 2939.431396
	Iteration 58Q: 3 clusters Score -778202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -778203.250000 Penalty: 2939.431396
	Iteration 59Q: 3 clusters Score -778203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -778201.937500 Penalty: 2939.431396
	Iteration 60F: 3 clusters Score -778201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -778202.437500 Penalty: 2939.431396
	Iteration 61Q: 3 clusters Score -778202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -778205.312500 Penalty: 2939.431396
	Iteration 62Q: 3 clusters Score -778205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -778207.250000 Penalty: 2939.431396
	Iteration 63Q: 3 clusters Score -778207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -778207.562500 Penalty: 2939.431396
	Iteration 64Q: 3 clusters Score -778207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -778206.312500 Penalty: 2939.431396
	Iteration 65Q: 3 clusters Score -778206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -778206.312500 Penalty: 2939.431396
	Iteration 66F: 3 clusters Score -778206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -364997.531250 Penalty: 1335.333740
	Iteration 0F: 2 clusters Score -364997.5 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 1849 members 
Entering Unmasked Estep 
Score: -361814.156250 Penalty: 2670.667480
	Iteration 0F: 3 clusters Score -361814.2 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -362611.687500 Penalty: 2670.667480
	Iteration 1F: 3 clusters Score -362611.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -362855.687500 Penalty: 2670.667480
	Iteration 2F: 3 clusters Score -362855.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -363065.656250 Penalty: 2670.667480
	Iteration 3F: 3 clusters Score -363065.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -363296.937500 Penalty: 2670.667480
	Iteration 4F: 3 clusters Score -363296.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -363558.000000 Penalty: 2670.667480
	Iteration 5F: 3 clusters Score -363558 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -363789.187500 Penalty: 2670.667480
	Iteration 6F: 3 clusters Score -363789.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -363980.937500 Penalty: 2670.667480
	Iteration 7F: 3 clusters Score -363980.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -364166.437500 Penalty: 2670.667480
	Iteration 8Q: 3 clusters Score -364166.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -364352.562500 Penalty: 2670.667480
	Iteration 9Q: 3 clusters Score -364352.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -364514.000000 Penalty: 2670.667480
	Iteration 10Q: 3 clusters Score -364514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -364645.093750 Penalty: 2670.667480
	Iteration 11Q: 3 clusters Score -364645.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -364722.718750 Penalty: 2670.667480
	Iteration 12Q: 3 clusters Score -364722.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -364759.218750 Penalty: 2670.667480
	Iteration 13Q: 3 clusters Score -364759.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -364777.718750 Penalty: 2670.667480
	Iteration 14Q: 3 clusters Score -364777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -364789.187500 Penalty: 2670.667480
	Iteration 15Q: 3 clusters Score -364789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -364797.156250 Penalty: 2670.667480
	Iteration 16Q: 3 clusters Score -364797.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -364801.906250 Penalty: 2670.667480
	Iteration 17Q: 3 clusters Score -364801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -364806.343750 Penalty: 2670.667480
	Iteration 18Q: 3 clusters Score -364806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -364806.687500 Penalty: 2670.667480
	Iteration 19Q: 3 clusters Score -364806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -364806.593750 Penalty: 2670.667480
	Iteration 20F: 3 clusters Score -364806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -364807.125000 Penalty: 2670.667480
	Iteration 21Q: 3 clusters Score -364807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -364807.125000 Penalty: 2670.667480
	Iteration 22F: 3 clusters Score -364807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Entering Unmasked Estep 
Score: -2398403.250000 Penalty: 1648.865601
	Iteration 0F: 2 clusters Score -2398403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2381150.500000 Penalty: 3297.731201
	Iteration 0F: 3 clusters Score -2381150 nChanged 11643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2388305.000000 Penalty: 3297.731201
	Iteration 1F: 3 clusters Score -2388305 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2389353.500000 Penalty: 3297.731201
	Iteration 2F: 3 clusters Score -2389354 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2390476.500000 Penalty: 3297.731201
	Iteration 3F: 3 clusters Score -2390476 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2391526.250000 Penalty: 3297.731201
	Iteration 4F: 3 clusters Score -2391526 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2392337.250000 Penalty: 3297.731201
	Iteration 5F: 3 clusters Score -2392337 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2393039.000000 Penalty: 3297.731201
	Iteration 6F: 3 clusters Score -2393039 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2393574.750000 Penalty: 3297.731201
	Iteration 7Q: 3 clusters Score -2393575 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2393970.250000 Penalty: 3297.731201
	Iteration 8Q: 3 clusters Score -2393970 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2394252.250000 Penalty: 3297.731201
	Iteration 9Q: 3 clusters Score -2394252 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2394489.750000 Penalty: 3297.731201
	Iteration 10Q: 3 clusters Score -2394490 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2394698.750000 Penalty: 3297.731201
	Iteration 11Q: 3 clusters Score -2394699 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2394868.500000 Penalty: 3297.731201
	Iteration 12Q: 3 clusters Score -2394868 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2395030.500000 Penalty: 3297.731201
	Iteration 13Q: 3 clusters Score -2395030 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2395169.750000 Penalty: 3297.731201
	Iteration 14Q: 3 clusters Score -2395170 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2395285.250000 Penalty: 3297.731201
	Iteration 15Q: 3 clusters Score -2395285 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2395394.500000 Penalty: 3297.731201
	Iteration 16Q: 3 clusters Score -2395394 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2395511.000000 Penalty: 3297.731201
	Iteration 17Q: 3 clusters Score -2395511 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2395627.500000 Penalty: 3297.731201
	Iteration 18Q: 3 clusters Score -2395628 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2395749.500000 Penalty: 3297.731201
	Iteration 19Q: 3 clusters Score -2395750 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2395842.250000 Penalty: 3297.731201
	Iteration 20F: 3 clusters Score -2395842 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2395927.500000 Penalty: 3297.731201
	Iteration 21Q: 3 clusters Score -2395928 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2396016.250000 Penalty: 3297.731201
	Iteration 22Q: 3 clusters Score -2396016 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2396088.000000 Penalty: 3297.731201
	Iteration 23Q: 3 clusters Score -2396088 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2396166.000000 Penalty: 3297.731201
	Iteration 24Q: 3 clusters Score -2396166 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2396267.500000 Penalty: 3297.731201
	Iteration 25Q: 3 clusters Score -2396268 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2396374.000000 Penalty: 3297.731201
	Iteration 26Q: 3 clusters Score -2396374 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2396462.000000 Penalty: 3297.731201
	Iteration 27Q: 3 clusters Score -2396462 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2396563.500000 Penalty: 3297.731201
	Iteration 28Q: 3 clusters Score -2396564 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2396682.000000 Penalty: 3297.731201
	Iteration 29Q: 3 clusters Score -2396682 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2396796.750000 Penalty: 3297.731201
	Iteration 30Q: 3 clusters Score -2396797 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2396916.000000 Penalty: 3297.731201
	Iteration 31Q: 3 clusters Score -2396916 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2397030.250000 Penalty: 3297.731201
	Iteration 32Q: 3 clusters Score -2397030 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2397156.750000 Penalty: 3297.731201
	Iteration 33Q: 3 clusters Score -2397157 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2397277.000000 Penalty: 3297.731201
	Iteration 34Q: 3 clusters Score -2397277 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2397380.250000 Penalty: 3297.731201
	Iteration 35Q: 3 clusters Score -2397380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2397470.000000 Penalty: 3297.731201
	Iteration 36Q: 3 clusters Score -2397470 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2397538.250000 Penalty: 3297.731201
	Iteration 37Q: 3 clusters Score -2397538 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2397602.750000 Penalty: 3297.731201
	Iteration 38Q: 3 clusters Score -2397603 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2397654.750000 Penalty: 3297.731201
	Iteration 39Q: 3 clusters Score -2397655 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2397701.500000 Penalty: 3297.731201
	Iteration 40F: 3 clusters Score -2397702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2397744.000000 Penalty: 3297.731201
	Iteration 41Q: 3 clusters Score -2397744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2397783.000000 Penalty: 3297.731201
	Iteration 42Q: 3 clusters Score -2397783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2397811.000000 Penalty: 3297.731201
	Iteration 43Q: 3 clusters Score -2397811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2397838.000000 Penalty: 3297.731201
	Iteration 44Q: 3 clusters Score -2397838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2397861.000000 Penalty: 3297.731201
	Iteration 45Q: 3 clusters Score -2397861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2397876.250000 Penalty: 3297.731201
	Iteration 46Q: 3 clusters Score -2397876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2397887.000000 Penalty: 3297.731201
	Iteration 47Q: 3 clusters Score -2397887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2397896.250000 Penalty: 3297.731201
	Iteration 48Q: 3 clusters Score -2397896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -2397910.750000 Penalty: 3297.731201
	Iteration 49Q: 3 clusters Score -2397911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2397924.250000 Penalty: 3297.731201
	Iteration 50Q: 3 clusters Score -2397924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2397945.750000 Penalty: 3297.731201
	Iteration 51Q: 3 clusters Score -2397946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2397960.000000 Penalty: 3297.731201
	Iteration 52Q: 3 clusters Score -2397960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2397982.500000 Penalty: 3297.731201
	Iteration 53Q: 3 clusters Score -2397982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2397993.500000 Penalty: 3297.731201
	Iteration 54Q: 3 clusters Score -2397994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -2398004.000000 Penalty: 3297.731201
	Iteration 55Q: 3 clusters Score -2398004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2398019.750000 Penalty: 3297.731201
	Iteration 56Q: 3 clusters Score -2398020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2398024.500000 Penalty: 3297.731201
	Iteration 57Q: 3 clusters Score -2398024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2398025.250000 Penalty: 3297.731201
	Iteration 58Q: 3 clusters Score -2398025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2398027.250000 Penalty: 3297.731201
	Iteration 59Q: 3 clusters Score -2398027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2398029.000000 Penalty: 3297.731201
	Iteration 60F: 3 clusters Score -2398029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2398028.250000 Penalty: 3297.731201
	Iteration 61Q: 3 clusters Score -2398028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2398029.500000 Penalty: 3297.731201
	Iteration 62Q: 3 clusters Score -2398030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2398030.000000 Penalty: 3297.731201
	Iteration 63Q: 3 clusters Score -2398030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2398029.500000 Penalty: 3297.731201
	Iteration 64Q: 3 clusters Score -2398030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2398032.250000 Penalty: 3297.731201
	Iteration 65Q: 3 clusters Score -2398032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2398032.500000 Penalty: 3297.731201
	Iteration 66Q: 3 clusters Score -2398032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2398033.250000 Penalty: 3297.731201
	Iteration 67Q: 3 clusters Score -2398033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2398036.000000 Penalty: 3297.731201
	Iteration 68Q: 3 clusters Score -2398036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2398036.750000 Penalty: 3297.731201
	Iteration 69Q: 3 clusters Score -2398037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2398036.750000 Penalty: 3297.731201
	Iteration 70F: 3 clusters Score -2398037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Entering Unmasked Estep 
Score: -872607.125000 Penalty: 1470.117920
	Iteration 0F: 2 clusters Score -872607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -866442.187500 Penalty: 2940.235840
	Iteration 0F: 3 clusters Score -866442.2 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -868405.187500 Penalty: 2940.235840
	Iteration 1F: 3 clusters Score -868405.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -868691.437500 Penalty: 2940.235840
	Iteration 2F: 3 clusters Score -868691.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -868933.375000 Penalty: 2940.235840
	Iteration 3F: 3 clusters Score -868933.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -869188.937500 Penalty: 2940.235840
	Iteration 4F: 3 clusters Score -869188.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -869465.687500 Penalty: 2940.235840
	Iteration 5F: 3 clusters Score -869465.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -869781.625000 Penalty: 2940.235840
	Iteration 6F: 3 clusters Score -869781.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -870130.875000 Penalty: 2940.235840
	Iteration 7F: 3 clusters Score -870130.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -870446.562500 Penalty: 2940.235840
	Iteration 8Q: 3 clusters Score -870446.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -870691.187500 Penalty: 2940.235840
	Iteration 9Q: 3 clusters Score -870691.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -870885.312500 Penalty: 2940.235840
	Iteration 10Q: 3 clusters Score -870885.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -871023.687500 Penalty: 2940.235840
	Iteration 11Q: 3 clusters Score -871023.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -871138.312500 Penalty: 2940.235840
	Iteration 12Q: 3 clusters Score -871138.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -871204.875000 Penalty: 2940.235840
	Iteration 13Q: 3 clusters Score -871204.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -871265.687500 Penalty: 2940.235840
	Iteration 14Q: 3 clusters Score -871265.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -871301.625000 Penalty: 2940.235840
	Iteration 15Q: 3 clusters Score -871301.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -871316.250000 Penalty: 2940.235840
	Iteration 16Q: 3 clusters Score -871316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -871327.750000 Penalty: 2940.235840
	Iteration 17Q: 3 clusters Score -871327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -871339.687500 Penalty: 2940.235840
	Iteration 18Q: 3 clusters Score -871339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -871351.750000 Penalty: 2940.235840
	Iteration 19Q: 3 clusters Score -871351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -871361.812500 Penalty: 2940.235840
	Iteration 20F: 3 clusters Score -871361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -871373.250000 Penalty: 2940.235840
	Iteration 21Q: 3 clusters Score -871373.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -871384.500000 Penalty: 2940.235840
	Iteration 22Q: 3 clusters Score -871384.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -871397.375000 Penalty: 2940.235840
	Iteration 23Q: 3 clusters Score -871397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -871406.625000 Penalty: 2940.235840
	Iteration 24Q: 3 clusters Score -871406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -871420.625000 Penalty: 2940.235840
	Iteration 25Q: 3 clusters Score -871420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -871425.437500 Penalty: 2940.235840
	Iteration 26Q: 3 clusters Score -871425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -871427.750000 Penalty: 2940.235840
	Iteration 27Q: 3 clusters Score -871427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -871432.625000 Penalty: 2940.235840
	Iteration 28Q: 3 clusters Score -871432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -871433.500000 Penalty: 2940.235840
	Iteration 29Q: 3 clusters Score -871433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -871433.500000 Penalty: 2940.235840
	Iteration 30F: 3 clusters Score -871433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -292528.500000 Penalty: 1297.087158
	Iteration 0F: 2 clusters Score -292528.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -289867.843750 Penalty: 2594.174316
	Iteration 0F: 3 clusters Score -289867.8 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290531.062500 Penalty: 2594.174316
	Iteration 1F: 3 clusters Score -290531.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -290686.875000 Penalty: 2594.174316
	Iteration 2F: 3 clusters Score -290686.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290780.812500 Penalty: 2594.174316
	Iteration 3Q: 3 clusters Score -290780.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -290861.656250 Penalty: 2594.174316
	Iteration 4Q: 3 clusters Score -290861.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290917.625000 Penalty: 2594.174316
	Iteration 5Q: 3 clusters Score -290917.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290965.000000 Penalty: 2594.174316
	Iteration 6Q: 3 clusters Score -290965 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -291016.312500 Penalty: 2594.174316
	Iteration 7Q: 3 clusters Score -291016.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -291070.281250 Penalty: 2594.174316
	Iteration 8Q: 3 clusters Score -291070.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -291113.937500 Penalty: 2594.174316
	Iteration 9Q: 3 clusters Score -291113.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291139.125000 Penalty: 2594.174316
	Iteration 10Q: 3 clusters Score -291139.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -291161.812500 Penalty: 2594.174316
	Iteration 11Q: 3 clusters Score -291161.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -291189.562500 Penalty: 2594.174316
	Iteration 12Q: 3 clusters Score -291189.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -291222.437500 Penalty: 2594.174316
	Iteration 13Q: 3 clusters Score -291222.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -291252.406250 Penalty: 2594.174316
	Iteration 14Q: 3 clusters Score -291252.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -291275.531250 Penalty: 2594.174316
	Iteration 15Q: 3 clusters Score -291275.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291297.437500 Penalty: 2594.174316
	Iteration 16Q: 3 clusters Score -291297.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -291324.875000 Penalty: 2594.174316
	Iteration 17Q: 3 clusters Score -291324.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -291358.906250 Penalty: 2594.174316
	Iteration 18Q: 3 clusters Score -291358.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -291386.968750 Penalty: 2594.174316
	Iteration 19Q: 3 clusters Score -291387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -291412.718750 Penalty: 2594.174316
	Iteration 20F: 3 clusters Score -291412.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -291432.781250 Penalty: 2594.174316
	Iteration 21Q: 3 clusters Score -291432.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -291453.593750 Penalty: 2594.174316
	Iteration 22Q: 3 clusters Score -291453.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -291468.781250 Penalty: 2594.174316
	Iteration 23Q: 3 clusters Score -291468.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -291482.250000 Penalty: 2594.174316
	Iteration 24Q: 3 clusters Score -291482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -291496.500000 Penalty: 2594.174316
	Iteration 25Q: 3 clusters Score -291496.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -291511.250000 Penalty: 2594.174316
	Iteration 26Q: 3 clusters Score -291511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -291526.812500 Penalty: 2594.174316
	Iteration 27Q: 3 clusters Score -291526.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -291542.843750 Penalty: 2594.174316
	Iteration 28Q: 3 clusters Score -291542.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -291559.312500 Penalty: 2594.174316
	Iteration 29Q: 3 clusters Score -291559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -291569.125000 Penalty: 2594.174316
	Iteration 30Q: 3 clusters Score -291569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -291581.312500 Penalty: 2594.174316
	Iteration 31Q: 3 clusters Score -291581.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -291604.218750 Penalty: 2594.174316
	Iteration 32Q: 3 clusters Score -291604.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -291632.468750 Penalty: 2594.174316
	Iteration 33Q: 3 clusters Score -291632.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -291659.312500 Penalty: 2594.174316
	Iteration 34Q: 3 clusters Score -291659.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -291677.875000 Penalty: 2594.174316
	Iteration 35Q: 3 clusters Score -291677.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -291684.062500 Penalty: 2594.174316
	Iteration 36Q: 3 clusters Score -291684.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -291690.687500 Penalty: 2594.174316
	Iteration 37Q: 3 clusters Score -291690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -291695.031250 Penalty: 2594.174316
	Iteration 38Q: 3 clusters Score -291695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -291701.281250 Penalty: 2594.174316
	Iteration 39Q: 3 clusters Score -291701.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -291712.125000 Penalty: 2594.174316
	Iteration 40F: 3 clusters Score -291712.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -291719.218750 Penalty: 2594.174316
	Iteration 41Q: 3 clusters Score -291719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -291722.906250 Penalty: 2594.174316
	Iteration 42Q: 3 clusters Score -291722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -291724.343750 Penalty: 2594.174316
	Iteration 43Q: 3 clusters Score -291724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -291724.343750 Penalty: 2594.174316
	Iteration 44F: 3 clusters Score -291724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -1028143.625000 Penalty: 1498.377686
	Iteration 0F: 2 clusters Score -1028144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1020968.312500 Penalty: 2996.755371
	Iteration 0F: 3 clusters Score -1020968 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1023203.437500 Penalty: 2996.755371
	Iteration 1F: 3 clusters Score -1023203 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1023426.062500 Penalty: 2996.755371
	Iteration 2F: 3 clusters Score -1023426 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1023596.250000 Penalty: 2996.755371
	Iteration 3Q: 3 clusters Score -1023596 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1023751.375000 Penalty: 2996.755371
	Iteration 4Q: 3 clusters Score -1023751 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1023877.750000 Penalty: 2996.755371
	Iteration 5Q: 3 clusters Score -1023878 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1024021.312500 Penalty: 2996.755371
	Iteration 6Q: 3 clusters Score -1024021 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1024179.875000 Penalty: 2996.755371
	Iteration 7Q: 3 clusters Score -1024180 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1024320.125000 Penalty: 2996.755371
	Iteration 8Q: 3 clusters Score -1024320 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1024469.500000 Penalty: 2996.755371
	Iteration 9Q: 3 clusters Score -1024470 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1024624.625000 Penalty: 2996.755371
	Iteration 10Q: 3 clusters Score -1024625 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1024794.062500 Penalty: 2996.755371
	Iteration 11Q: 3 clusters Score -1024794 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1024961.312500 Penalty: 2996.755371
	Iteration 12Q: 3 clusters Score -1024961 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1025110.125000 Penalty: 2996.755371
	Iteration 13Q: 3 clusters Score -1025110 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1025269.187500 Penalty: 2996.755371
	Iteration 14Q: 3 clusters Score -1025269 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1025416.937500 Penalty: 2996.755371
	Iteration 15Q: 3 clusters Score -1025417 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1025569.375000 Penalty: 2996.755371
	Iteration 16Q: 3 clusters Score -1025569 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1025702.312500 Penalty: 2996.755371
	Iteration 17Q: 3 clusters Score -1025702 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1025806.312500 Penalty: 2996.755371
	Iteration 18Q: 3 clusters Score -1025806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1025889.812500 Penalty: 2996.755371
	Iteration 19Q: 3 clusters Score -1025890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1025951.750000 Penalty: 2996.755371
	Iteration 20F: 3 clusters Score -1025952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1025983.687500 Penalty: 2996.755371
	Iteration 21Q: 3 clusters Score -1025984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1026014.500000 Penalty: 2996.755371
	Iteration 22Q: 3 clusters Score -1026014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1026036.375000 Penalty: 2996.755371
	Iteration 23Q: 3 clusters Score -1026036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1026052.000000 Penalty: 2996.755371
	Iteration 24Q: 3 clusters Score -1026052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1026066.750000 Penalty: 2996.755371
	Iteration 25Q: 3 clusters Score -1026067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1026073.625000 Penalty: 2996.755371
	Iteration 26Q: 3 clusters Score -1026074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1026081.625000 Penalty: 2996.755371
	Iteration 27Q: 3 clusters Score -1026082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1026088.062500 Penalty: 2996.755371
	Iteration 28Q: 3 clusters Score -1026088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1026090.875000 Penalty: 2996.755371
	Iteration 29Q: 3 clusters Score -1026091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1026094.625000 Penalty: 2996.755371
	Iteration 30Q: 3 clusters Score -1026095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1026095.812500 Penalty: 2996.755371
	Iteration 31Q: 3 clusters Score -1026096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1026097.750000 Penalty: 2996.755371
	Iteration 32Q: 3 clusters Score -1026098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1026100.812500 Penalty: 2996.755371
	Iteration 33Q: 3 clusters Score -1026101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1026100.500000 Penalty: 2996.755371
	Iteration 34Q: 3 clusters Score -1026100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1026103.812500 Penalty: 2996.755371
	Iteration 35Q: 3 clusters Score -1026104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1026102.812500 Penalty: 2996.755371
	Iteration 36Q: 3 clusters Score -1026103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1026106.375000 Penalty: 2996.755371
	Iteration 37Q: 3 clusters Score -1026106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1026105.375000 Penalty: 2996.755371
	Iteration 38Q: 3 clusters Score -1026105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1026109.875000 Penalty: 2996.755371
	Iteration 39Q: 3 clusters Score -1026110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1026108.250000 Penalty: 2996.755371
	Iteration 40F: 3 clusters Score -1026108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1026108.500000 Penalty: 2996.755371
	Iteration 41Q: 3 clusters Score -1026108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1026110.187500 Penalty: 2996.755371
	Iteration 42Q: 3 clusters Score -1026110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1026107.750000 Penalty: 2996.755371
	Iteration 43Q: 3 clusters Score -1026108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1026107.375000 Penalty: 2996.755371
	Iteration 44Q: 3 clusters Score -1026107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1026112.437500 Penalty: 2996.755371
	Iteration 45Q: 3 clusters Score -1026112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1026112.875000 Penalty: 2996.755371
	Iteration 46Q: 3 clusters Score -1026113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1026114.625000 Penalty: 2996.755371
	Iteration 47Q: 3 clusters Score -1026115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1026116.000000 Penalty: 2996.755371
	Iteration 48Q: 3 clusters Score -1026116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1026120.875000 Penalty: 2996.755371
	Iteration 49Q: 3 clusters Score -1026121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1026121.250000 Penalty: 2996.755371
	Iteration 50Q: 3 clusters Score -1026121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1026121.375000 Penalty: 2996.755371
	Iteration 51Q: 3 clusters Score -1026121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1026123.812500 Penalty: 2996.755371
	Iteration 52Q: 3 clusters Score -1026124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1026122.937500 Penalty: 2996.755371
	Iteration 53Q: 3 clusters Score -1026123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1026124.750000 Penalty: 2996.755371
	Iteration 54Q: 3 clusters Score -1026125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1026123.937500 Penalty: 2996.755371
	Iteration 55Q: 3 clusters Score -1026124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1026124.250000 Penalty: 2996.755371
	Iteration 56Q: 3 clusters Score -1026124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1026126.062500 Penalty: 2996.755371
	Iteration 57Q: 3 clusters Score -1026126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1026126.000000 Penalty: 2996.755371
	Iteration 58Q: 3 clusters Score -1026126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1026125.062500 Penalty: 2996.755371
	Iteration 59Q: 3 clusters Score -1026125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1026126.500000 Penalty: 2996.755371
	Iteration 60F: 3 clusters Score -1026126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -230165.718750 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -230165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -227855.296875 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -227855.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -228403.421875 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -228403.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -228599.203125 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -228599.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228763.406250 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -228763.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -228936.546875 Penalty: 2524.085449
	Iteration 4F: 3 clusters Score -228936.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229077.421875 Penalty: 2524.085449
	Iteration 5F: 3 clusters Score -229077.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229209.375000 Penalty: 2524.085449
	Iteration 6F: 3 clusters Score -229209.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -229304.578125 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -229304.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229363.484375 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -229363.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229415.078125 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -229415.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -229451.000000 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -229451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -229481.437500 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -229481.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229501.625000 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -229501.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -229517.875000 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -229517.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -229534.109375 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -229534.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229552.156250 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -229552.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -229567.203125 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -229567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229575.296875 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -229575.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -229580.500000 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -229580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -229586.625000 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -229586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -229591.781250 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -229591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229597.140625 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -229597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229599.312500 Penalty: 2524.085449
	Iteration 22Q: 3 clusters Score -229599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229599.500000 Penalty: 2524.085449
	Iteration 23Q: 3 clusters Score -229599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229599.437500 Penalty: 2524.085449
	Iteration 24Q: 3 clusters Score -229599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229599.734375 Penalty: 2524.085449
	Iteration 25Q: 3 clusters Score -229599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229599.968750 Penalty: 2524.085449
	Iteration 26Q: 3 clusters Score -229600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229600.343750 Penalty: 2524.085449
	Iteration 27Q: 3 clusters Score -229600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -229600.921875 Penalty: 2524.085449
	Iteration 28Q: 3 clusters Score -229600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229601.015625 Penalty: 2524.085449
	Iteration 29Q: 3 clusters Score -229601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229601.859375 Penalty: 2524.085449
	Iteration 30Q: 3 clusters Score -229601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229602.562500 Penalty: 2524.085449
	Iteration 31Q: 3 clusters Score -229602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229602.796875 Penalty: 2524.085449
	Iteration 32Q: 3 clusters Score -229602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229602.796875 Penalty: 2524.085449
	Iteration 33F: 3 clusters Score -229602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -229972.921875 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -229972.9 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 1191 members 
Entering Unmasked Estep 
Score: -227719.734375 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -227719.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -228236.968750 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -228237 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -228336.718750 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -228336.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -228399.156250 Penalty: 2525.048096
	Iteration 3Q: 3 clusters Score -228399.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228450.500000 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -228450.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -228504.937500 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -228504.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -228540.609375 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -228540.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -228569.468750 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -228569.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -228590.437500 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -228590.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -228601.656250 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -228601.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -228612.546875 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -228612.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -228622.921875 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -228622.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -228632.453125 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -228632.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -228640.515625 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -228640.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -228649.421875 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -228649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228657.328125 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -228657.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -228664.984375 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -228665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -228672.203125 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -228672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -228680.687500 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -228680.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -228690.312500 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -228690.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -228701.468750 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -228701.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -228711.984375 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -228712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -228717.828125 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -228717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -228722.937500 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -228722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -228727.906250 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -228727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228730.546875 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -228730.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228734.984375 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -228735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -228738.531250 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -228738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -228740.500000 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -228740.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -228742.953125 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -228743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -228746.781250 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -228746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -228749.875000 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -228749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -228752.281250 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -228752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -228756.937500 Penalty: 2525.048096
	Iteration 33Q: 3 clusters Score -228756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -228760.656250 Penalty: 2525.048096
	Iteration 34Q: 3 clusters Score -228760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -228762.703125 Penalty: 2525.048096
	Iteration 35Q: 3 clusters Score -228762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -228768.890625 Penalty: 2525.048096
	Iteration 36Q: 3 clusters Score -228768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -228772.781250 Penalty: 2525.048096
	Iteration 37Q: 3 clusters Score -228772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -228778.437500 Penalty: 2525.048096
	Iteration 38Q: 3 clusters Score -228778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -228784.953125 Penalty: 2525.048096
	Iteration 39Q: 3 clusters Score -228785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -228789.375000 Penalty: 2525.048096
	Iteration 40F: 3 clusters Score -228789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -228794.156250 Penalty: 2525.048096
	Iteration 41Q: 3 clusters Score -228794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -228803.218750 Penalty: 2525.048096
	Iteration 42Q: 3 clusters Score -228803.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -228818.625000 Penalty: 2525.048096
	Iteration 43Q: 3 clusters Score -228818.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -228833.250000 Penalty: 2525.048096
	Iteration 44Q: 3 clusters Score -228833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -228843.765625 Penalty: 2525.048096
	Iteration 45Q: 3 clusters Score -228843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -228850.859375 Penalty: 2525.048096
	Iteration 46Q: 3 clusters Score -228850.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -228858.234375 Penalty: 2525.048096
	Iteration 47Q: 3 clusters Score -228858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -228866.750000 Penalty: 2525.048096
	Iteration 48Q: 3 clusters Score -228866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -228871.546875 Penalty: 2525.048096
	Iteration 49Q: 3 clusters Score -228871.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -228879.234375 Penalty: 2525.048096
	Iteration 50Q: 3 clusters Score -228879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -228884.500000 Penalty: 2525.048096
	Iteration 51Q: 3 clusters Score -228884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -228888.453125 Penalty: 2525.048096
	Iteration 52Q: 3 clusters Score -228888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -228891.078125 Penalty: 2525.048096
	Iteration 53Q: 3 clusters Score -228891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -228892.328125 Penalty: 2525.048096
	Iteration 54Q: 3 clusters Score -228892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -228893.453125 Penalty: 2525.048096
	Iteration 55Q: 3 clusters Score -228893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -228893.453125 Penalty: 2525.048096
	Iteration 56F: 3 clusters Score -228893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -368884.656250 Penalty: 1358.587646
	Iteration 0F: 2 clusters Score -368884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -365415.843750 Penalty: 2717.175293
	Iteration 0F: 3 clusters Score -365415.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -366523.000000 Penalty: 2717.175293
	Iteration 1F: 3 clusters Score -366523 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -366829.375000 Penalty: 2717.175293
	Iteration 2F: 3 clusters Score -366829.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -367089.843750 Penalty: 2717.175293
	Iteration 3F: 3 clusters Score -367089.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -367323.156250 Penalty: 2717.175293
	Iteration 4F: 3 clusters Score -367323.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -367523.687500 Penalty: 2717.175293
	Iteration 5F: 3 clusters Score -367523.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -367656.312500 Penalty: 2717.175293
	Iteration 6Q: 3 clusters Score -367656.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -367768.906250 Penalty: 2717.175293
	Iteration 7Q: 3 clusters Score -367768.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -367859.375000 Penalty: 2717.175293
	Iteration 8Q: 3 clusters Score -367859.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -367942.406250 Penalty: 2717.175293
	Iteration 9Q: 3 clusters Score -367942.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -368024.812500 Penalty: 2717.175293
	Iteration 10Q: 3 clusters Score -368024.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -368093.000000 Penalty: 2717.175293
	Iteration 11Q: 3 clusters Score -368093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -368130.000000 Penalty: 2717.175293
	Iteration 12Q: 3 clusters Score -368130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -368158.312500 Penalty: 2717.175293
	Iteration 13Q: 3 clusters Score -368158.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -368172.968750 Penalty: 2717.175293
	Iteration 14Q: 3 clusters Score -368173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -368187.750000 Penalty: 2717.175293
	Iteration 15Q: 3 clusters Score -368187.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -368200.593750 Penalty: 2717.175293
	Iteration 16Q: 3 clusters Score -368200.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -368217.156250 Penalty: 2717.175293
	Iteration 17Q: 3 clusters Score -368217.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -368226.500000 Penalty: 2717.175293
	Iteration 18Q: 3 clusters Score -368226.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -368229.281250 Penalty: 2717.175293
	Iteration 19Q: 3 clusters Score -368229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -368232.875000 Penalty: 2717.175293
	Iteration 20F: 3 clusters Score -368232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -368237.593750 Penalty: 2717.175293
	Iteration 21Q: 3 clusters Score -368237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -368240.812500 Penalty: 2717.175293
	Iteration 22Q: 3 clusters Score -368240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -368244.531250 Penalty: 2717.175293
	Iteration 23Q: 3 clusters Score -368244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -368246.375000 Penalty: 2717.175293
	Iteration 24Q: 3 clusters Score -368246.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -368249.531250 Penalty: 2717.175293
	Iteration 25Q: 3 clusters Score -368249.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -368253.031250 Penalty: 2717.175293
	Iteration 26Q: 3 clusters Score -368253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -368256.781250 Penalty: 2717.175293
	Iteration 27Q: 3 clusters Score -368256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -368259.781250 Penalty: 2717.175293
	Iteration 28Q: 3 clusters Score -368259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -368265.656250 Penalty: 2717.175293
	Iteration 29Q: 3 clusters Score -368265.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -368275.750000 Penalty: 2717.175293
	Iteration 30Q: 3 clusters Score -368275.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -368286.375000 Penalty: 2717.175293
	Iteration 31Q: 3 clusters Score -368286.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -368292.656250 Penalty: 2717.175293
	Iteration 32Q: 3 clusters Score -368292.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -368298.125000 Penalty: 2717.175293
	Iteration 33Q: 3 clusters Score -368298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -368301.937500 Penalty: 2717.175293
	Iteration 34Q: 3 clusters Score -368301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -368307.656250 Penalty: 2717.175293
	Iteration 35Q: 3 clusters Score -368307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -368311.281250 Penalty: 2717.175293
	Iteration 36Q: 3 clusters Score -368311.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -368313.625000 Penalty: 2717.175293
	Iteration 37Q: 3 clusters Score -368313.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -368319.125000 Penalty: 2717.175293
	Iteration 38Q: 3 clusters Score -368319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -368322.031250 Penalty: 2717.175293
	Iteration 39Q: 3 clusters Score -368322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -368325.156250 Penalty: 2717.175293
	Iteration 40F: 3 clusters Score -368325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -368328.562500 Penalty: 2717.175293
	Iteration 41Q: 3 clusters Score -368328.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -368333.750000 Penalty: 2717.175293
	Iteration 42Q: 3 clusters Score -368333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -368336.625000 Penalty: 2717.175293
	Iteration 43Q: 3 clusters Score -368336.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -368340.875000 Penalty: 2717.175293
	Iteration 44Q: 3 clusters Score -368340.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -368342.437500 Penalty: 2717.175293
	Iteration 45Q: 3 clusters Score -368342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -368343.968750 Penalty: 2717.175293
	Iteration 46Q: 3 clusters Score -368344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -368344.875000 Penalty: 2717.175293
	Iteration 47Q: 3 clusters Score -368344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -368345.843750 Penalty: 2717.175293
	Iteration 48Q: 3 clusters Score -368345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -368347.468750 Penalty: 2717.175293
	Iteration 49Q: 3 clusters Score -368347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -368348.812500 Penalty: 2717.175293
	Iteration 50Q: 3 clusters Score -368348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -368349.062500 Penalty: 2717.175293
	Iteration 51Q: 3 clusters Score -368349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -368350.437500 Penalty: 2717.175293
	Iteration 52Q: 3 clusters Score -368350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -368351.656250 Penalty: 2717.175293
	Iteration 53Q: 3 clusters Score -368351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -368351.031250 Penalty: 2717.175293
	Iteration 54Q: 3 clusters Score -368351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -368351.031250 Penalty: 2717.175293
	Iteration 55F: 3 clusters Score -368351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -55045.324219 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -55045.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53945.582031 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -53945.58 nChanged 142
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: -54146.792969 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -54146.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54197.054688 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -54197.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54232.375000 Penalty: 2067.984131
	Iteration 3Q: 3 clusters Score -54232.38 nChanged 11
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: -54251.164062 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -54251.16 nChanged 12
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: -54275.531250 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -54275.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54296.371094 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -54296.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54306.800781 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -54306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -54312.812500 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -54312.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54314.625000 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -54314.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54314.625000 Penalty: 2067.984131
	Iteration 10F: 3 clusters Score -54314.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Entering Unmasked Estep 
Score: -1746208.375000 Penalty: 1584.930786
	Iteration 0F: 2 clusters Score -1746208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1734439.125000 Penalty: 3169.861572
	Iteration 0F: 3 clusters Score -1734439 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1738633.375000 Penalty: 3169.861572
	Iteration 1F: 3 clusters Score -1738633 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1738947.875000 Penalty: 3169.861572
	Iteration 2Q: 3 clusters Score -1738948 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1739240.375000 Penalty: 3169.861572
	Iteration 3Q: 3 clusters Score -1739240 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1739478.625000 Penalty: 3169.861572
	Iteration 4Q: 3 clusters Score -1739479 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1739688.625000 Penalty: 3169.861572
	Iteration 5Q: 3 clusters Score -1739689 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1739886.625000 Penalty: 3169.861572
	Iteration 6Q: 3 clusters Score -1739887 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1740102.375000 Penalty: 3169.861572
	Iteration 7Q: 3 clusters Score -1740102 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1740340.125000 Penalty: 3169.861572
	Iteration 8Q: 3 clusters Score -1740340 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1740655.500000 Penalty: 3169.861572
	Iteration 9Q: 3 clusters Score -1740656 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1741054.125000 Penalty: 3169.861572
	Iteration 10Q: 3 clusters Score -1741054 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1741517.375000 Penalty: 3169.861572
	Iteration 11Q: 3 clusters Score -1741517 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1742058.000000 Penalty: 3169.861572
	Iteration 12Q: 3 clusters Score -1742058 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1742541.125000 Penalty: 3169.861572
	Iteration 13Q: 3 clusters Score -1742541 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1742912.625000 Penalty: 3169.861572
	Iteration 14Q: 3 clusters Score -1742913 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1743168.625000 Penalty: 3169.861572
	Iteration 15Q: 3 clusters Score -1743169 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1743344.625000 Penalty: 3169.861572
	Iteration 16Q: 3 clusters Score -1743345 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1743465.625000 Penalty: 3169.861572
	Iteration 17Q: 3 clusters Score -1743466 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1743563.375000 Penalty: 3169.861572
	Iteration 18Q: 3 clusters Score -1743563 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1743639.625000 Penalty: 3169.861572
	Iteration 19Q: 3 clusters Score -1743640 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1743718.500000 Penalty: 3169.861572
	Iteration 20F: 3 clusters Score -1743718 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1743795.000000 Penalty: 3169.861572
	Iteration 21Q: 3 clusters Score -1743795 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1743869.875000 Penalty: 3169.861572
	Iteration 22Q: 3 clusters Score -1743870 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1743930.250000 Penalty: 3169.861572
	Iteration 23Q: 3 clusters Score -1743930 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1743989.750000 Penalty: 3169.861572
	Iteration 24Q: 3 clusters Score -1743990 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1744058.625000 Penalty: 3169.861572
	Iteration 25Q: 3 clusters Score -1744059 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1744108.250000 Penalty: 3169.861572
	Iteration 26Q: 3 clusters Score -1744108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1744159.125000 Penalty: 3169.861572
	Iteration 27Q: 3 clusters Score -1744159 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1744214.750000 Penalty: 3169.861572
	Iteration 28Q: 3 clusters Score -1744215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1744276.125000 Penalty: 3169.861572
	Iteration 29Q: 3 clusters Score -1744276 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1744325.000000 Penalty: 3169.861572
	Iteration 30Q: 3 clusters Score -1744325 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1744368.250000 Penalty: 3169.861572
	Iteration 31Q: 3 clusters Score -1744368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1744402.750000 Penalty: 3169.861572
	Iteration 32Q: 3 clusters Score -1744403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1744437.875000 Penalty: 3169.861572
	Iteration 33Q: 3 clusters Score -1744438 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1744472.875000 Penalty: 3169.861572
	Iteration 34Q: 3 clusters Score -1744473 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1744504.375000 Penalty: 3169.861572
	Iteration 35Q: 3 clusters Score -1744504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1744529.625000 Penalty: 3169.861572
	Iteration 36Q: 3 clusters Score -1744530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1744556.000000 Penalty: 3169.861572
	Iteration 37Q: 3 clusters Score -1744556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1744578.500000 Penalty: 3169.861572
	Iteration 38Q: 3 clusters Score -1744578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1744612.000000 Penalty: 3169.861572
	Iteration 39Q: 3 clusters Score -1744612 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1744652.000000 Penalty: 3169.861572
	Iteration 40F: 3 clusters Score -1744652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1744688.625000 Penalty: 3169.861572
	Iteration 41Q: 3 clusters Score -1744689 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1744742.875000 Penalty: 3169.861572
	Iteration 42Q: 3 clusters Score -1744743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1744794.000000 Penalty: 3169.861572
	Iteration 43Q: 3 clusters Score -1744794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1744861.125000 Penalty: 3169.861572
	Iteration 44Q: 3 clusters Score -1744861 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1744918.625000 Penalty: 3169.861572
	Iteration 45Q: 3 clusters Score -1744919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1744982.750000 Penalty: 3169.861572
	Iteration 46Q: 3 clusters Score -1744983 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1745028.625000 Penalty: 3169.861572
	Iteration 47Q: 3 clusters Score -1745029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1745058.250000 Penalty: 3169.861572
	Iteration 48Q: 3 clusters Score -1745058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1745079.375000 Penalty: 3169.861572
	Iteration 49Q: 3 clusters Score -1745079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1745089.625000 Penalty: 3169.861572
	Iteration 50Q: 3 clusters Score -1745090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1745095.750000 Penalty: 3169.861572
	Iteration 51Q: 3 clusters Score -1745096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1745108.875000 Penalty: 3169.861572
	Iteration 52Q: 3 clusters Score -1745109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1745110.375000 Penalty: 3169.861572
	Iteration 53Q: 3 clusters Score -1745110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1745114.000000 Penalty: 3169.861572
	Iteration 54Q: 3 clusters Score -1745114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1745113.875000 Penalty: 3169.861572
	Iteration 55Q: 3 clusters Score -1745114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1745117.250000 Penalty: 3169.861572
	Iteration 56Q: 3 clusters Score -1745117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1745121.375000 Penalty: 3169.861572
	Iteration 57Q: 3 clusters Score -1745121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1745121.750000 Penalty: 3169.861572
	Iteration 58Q: 3 clusters Score -1745122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1745127.250000 Penalty: 3169.861572
	Iteration 59Q: 3 clusters Score -1745127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1745129.750000 Penalty: 3169.861572
	Iteration 60F: 3 clusters Score -1745130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1745129.125000 Penalty: 3169.861572
	Iteration 61Q: 3 clusters Score -1745129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1745138.875000 Penalty: 3169.861572
	Iteration 62Q: 3 clusters Score -1745139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1745142.750000 Penalty: 3169.861572
	Iteration 63Q: 3 clusters Score -1745143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1745142.250000 Penalty: 3169.861572
	Iteration 64Q: 3 clusters Score -1745142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1745147.250000 Penalty: 3169.861572
	Iteration 65Q: 3 clusters Score -1745147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1745150.125000 Penalty: 3169.861572
	Iteration 66Q: 3 clusters Score -1745150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1745148.125000 Penalty: 3169.861572
	Iteration 67Q: 3 clusters Score -1745148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1745149.500000 Penalty: 3169.861572
	Iteration 68Q: 3 clusters Score -1745150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1745154.625000 Penalty: 3169.861572
	Iteration 69Q: 3 clusters Score -1745155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1745152.000000 Penalty: 3169.861572
	Iteration 70Q: 3 clusters Score -1745152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1745150.625000 Penalty: 3169.861572
	Iteration 71Q: 3 clusters Score -1745151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1745153.125000 Penalty: 3169.861572
	Iteration 72Q: 3 clusters Score -1745153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1745157.500000 Penalty: 3169.861572
	Iteration 73Q: 3 clusters Score -1745158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1745157.750000 Penalty: 3169.861572
	Iteration 74Q: 3 clusters Score -1745158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1745159.250000 Penalty: 3169.861572
	Iteration 75Q: 3 clusters Score -1745159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1745162.000000 Penalty: 3169.861572
	Iteration 76Q: 3 clusters Score -1745162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1745159.375000 Penalty: 3169.861572
	Iteration 77Q: 3 clusters Score -1745159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1745163.875000 Penalty: 3169.861572
	Iteration 78Q: 3 clusters Score -1745164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1745161.750000 Penalty: 3169.861572
	Iteration 79Q: 3 clusters Score -1745162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1745164.625000 Penalty: 3169.861572
	Iteration 80F: 3 clusters Score -1745165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1745162.500000 Penalty: 3169.861572
	Iteration 81Q: 3 clusters Score -1745162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1745163.000000 Penalty: 3169.861572
	Iteration 82Q: 3 clusters Score -1745163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1745163.625000 Penalty: 3169.861572
	Iteration 83Q: 3 clusters Score -1745164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1745164.875000 Penalty: 3169.861572
	Iteration 84Q: 3 clusters Score -1745165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1745167.375000 Penalty: 3169.861572
	Iteration 85Q: 3 clusters Score -1745167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1745167.125000 Penalty: 3169.861572
	Iteration 86Q: 3 clusters Score -1745167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1745169.125000 Penalty: 3169.861572
	Iteration 87Q: 3 clusters Score -1745169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1745169.250000 Penalty: 3169.861572
	Iteration 88Q: 3 clusters Score -1745169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1745167.375000 Penalty: 3169.861572
	Iteration 89Q: 3 clusters Score -1745167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1745167.750000 Penalty: 3169.861572
	Iteration 90Q: 3 clusters Score -1745168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1745171.625000 Penalty: 3169.861572
	Iteration 91Q: 3 clusters Score -1745172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1745169.500000 Penalty: 3169.861572
	Iteration 92Q: 3 clusters Score -1745170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1745168.750000 Penalty: 3169.861572
	Iteration 93Q: 3 clusters Score -1745169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1745168.750000 Penalty: 3169.861572
	Iteration 94F: 3 clusters Score -1745169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Entering Unmasked Estep 
Score: -753535.937500 Penalty: 1443.704224
	Iteration 0F: 2 clusters Score -753535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -748161.250000 Penalty: 2887.408447
	Iteration 0F: 3 clusters Score -748161.2 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -749672.312500 Penalty: 2887.408447
	Iteration 1F: 3 clusters Score -749672.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -749927.562500 Penalty: 2887.408447
	Iteration 2F: 3 clusters Score -749927.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -750112.062500 Penalty: 2887.408447
	Iteration 3F: 3 clusters Score -750112.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -750250.562500 Penalty: 2887.408447
	Iteration 4Q: 3 clusters Score -750250.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -750385.125000 Penalty: 2887.408447
	Iteration 5Q: 3 clusters Score -750385.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -750532.750000 Penalty: 2887.408447
	Iteration 6Q: 3 clusters Score -750532.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -750707.437500 Penalty: 2887.408447
	Iteration 7Q: 3 clusters Score -750707.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -750903.687500 Penalty: 2887.408447
	Iteration 8Q: 3 clusters Score -750903.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -751131.750000 Penalty: 2887.408447
	Iteration 9Q: 3 clusters Score -751131.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -751365.625000 Penalty: 2887.408447
	Iteration 10Q: 3 clusters Score -751365.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -751565.562500 Penalty: 2887.408447
	Iteration 11Q: 3 clusters Score -751565.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -751717.187500 Penalty: 2887.408447
	Iteration 12Q: 3 clusters Score -751717.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -751824.750000 Penalty: 2887.408447
	Iteration 13Q: 3 clusters Score -751824.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -751924.875000 Penalty: 2887.408447
	Iteration 14Q: 3 clusters Score -751924.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -751994.937500 Penalty: 2887.408447
	Iteration 15Q: 3 clusters Score -751994.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -752048.875000 Penalty: 2887.408447
	Iteration 16Q: 3 clusters Score -752048.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -752092.000000 Penalty: 2887.408447
	Iteration 17Q: 3 clusters Score -752092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -752123.500000 Penalty: 2887.408447
	Iteration 18Q: 3 clusters Score -752123.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -752148.500000 Penalty: 2887.408447
	Iteration 19Q: 3 clusters Score -752148.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -752176.687500 Penalty: 2887.408447
	Iteration 20F: 3 clusters Score -752176.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -752208.312500 Penalty: 2887.408447
	Iteration 21Q: 3 clusters Score -752208.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -752230.812500 Penalty: 2887.408447
	Iteration 22Q: 3 clusters Score -752230.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -752248.812500 Penalty: 2887.408447
	Iteration 23Q: 3 clusters Score -752248.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -752261.750000 Penalty: 2887.408447
	Iteration 24Q: 3 clusters Score -752261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -752268.312500 Penalty: 2887.408447
	Iteration 25Q: 3 clusters Score -752268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -752272.625000 Penalty: 2887.408447
	Iteration 26Q: 3 clusters Score -752272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -752275.312500 Penalty: 2887.408447
	Iteration 27Q: 3 clusters Score -752275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -752282.125000 Penalty: 2887.408447
	Iteration 28Q: 3 clusters Score -752282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -752283.875000 Penalty: 2887.408447
	Iteration 29Q: 3 clusters Score -752283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -752286.250000 Penalty: 2887.408447
	Iteration 30Q: 3 clusters Score -752286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -752287.187500 Penalty: 2887.408447
	Iteration 31Q: 3 clusters Score -752287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -752287.750000 Penalty: 2887.408447
	Iteration 32Q: 3 clusters Score -752287.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -752287.750000 Penalty: 2887.408447
	Iteration 33F: 3 clusters Score -752287.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -213734.250000 Penalty: 1248.178589
	Iteration 0F: 2 clusters Score -213734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -211550.703125 Penalty: 2496.357178
	Iteration 0F: 3 clusters Score -211550.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212041.781250 Penalty: 2496.357178
	Iteration 1F: 3 clusters Score -212041.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212177.250000 Penalty: 2496.357178
	Iteration 2F: 3 clusters Score -212177.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -212280.765625 Penalty: 2496.357178
	Iteration 3F: 3 clusters Score -212280.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -212337.140625 Penalty: 2496.357178
	Iteration 4Q: 3 clusters Score -212337.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212384.593750 Penalty: 2496.357178
	Iteration 5Q: 3 clusters Score -212384.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -212433.812500 Penalty: 2496.357178
	Iteration 6Q: 3 clusters Score -212433.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212482.765625 Penalty: 2496.357178
	Iteration 7Q: 3 clusters Score -212482.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -212530.796875 Penalty: 2496.357178
	Iteration 8Q: 3 clusters Score -212530.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212563.046875 Penalty: 2496.357178
	Iteration 9Q: 3 clusters Score -212563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212590.156250 Penalty: 2496.357178
	Iteration 10Q: 3 clusters Score -212590.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -212617.937500 Penalty: 2496.357178
	Iteration 11Q: 3 clusters Score -212617.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -212649.656250 Penalty: 2496.357178
	Iteration 12Q: 3 clusters Score -212649.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212670.234375 Penalty: 2496.357178
	Iteration 13Q: 3 clusters Score -212670.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -212690.171875 Penalty: 2496.357178
	Iteration 14Q: 3 clusters Score -212690.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -212711.000000 Penalty: 2496.357178
	Iteration 15Q: 3 clusters Score -212711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -212723.906250 Penalty: 2496.357178
	Iteration 16Q: 3 clusters Score -212723.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212737.203125 Penalty: 2496.357178
	Iteration 17Q: 3 clusters Score -212737.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -212751.171875 Penalty: 2496.357178
	Iteration 18Q: 3 clusters Score -212751.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -212762.421875 Penalty: 2496.357178
	Iteration 19Q: 3 clusters Score -212762.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -212773.859375 Penalty: 2496.357178
	Iteration 20F: 3 clusters Score -212773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -212781.937500 Penalty: 2496.357178
	Iteration 21Q: 3 clusters Score -212781.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -212788.734375 Penalty: 2496.357178
	Iteration 22Q: 3 clusters Score -212788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -212792.156250 Penalty: 2496.357178
	Iteration 23Q: 3 clusters Score -212792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -212794.046875 Penalty: 2496.357178
	Iteration 24Q: 3 clusters Score -212794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -212794.046875 Penalty: 2496.357178
	Iteration 25F: 3 clusters Score -212794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -202468.578125 Penalty: 1236.924438
	Iteration 0F: 2 clusters Score -202468.6 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 974 members 
Entering Unmasked Estep 
Score: -200384.312500 Penalty: 2473.848877
	Iteration 0F: 3 clusters Score -200384.3 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -200749.671875 Penalty: 2473.848877
	Iteration 1F: 3 clusters Score -200749.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -200833.875000 Penalty: 2473.848877
	Iteration 2F: 3 clusters Score -200833.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200899.390625 Penalty: 2473.848877
	Iteration 3Q: 3 clusters Score -200899.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -200942.406250 Penalty: 2473.848877
	Iteration 4Q: 3 clusters Score -200942.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200978.312500 Penalty: 2473.848877
	Iteration 5Q: 3 clusters Score -200978.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201002.593750 Penalty: 2473.848877
	Iteration 6Q: 3 clusters Score -201002.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -201022.390625 Penalty: 2473.848877
	Iteration 7Q: 3 clusters Score -201022.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -201042.656250 Penalty: 2473.848877
	Iteration 8Q: 3 clusters Score -201042.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -201068.375000 Penalty: 2473.848877
	Iteration 9Q: 3 clusters Score -201068.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -201089.234375 Penalty: 2473.848877
	Iteration 10Q: 3 clusters Score -201089.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -201104.203125 Penalty: 2473.848877
	Iteration 11Q: 3 clusters Score -201104.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201117.656250 Penalty: 2473.848877
	Iteration 12Q: 3 clusters Score -201117.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -201126.546875 Penalty: 2473.848877
	Iteration 13Q: 3 clusters Score -201126.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -201132.375000 Penalty: 2473.848877
	Iteration 14Q: 3 clusters Score -201132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -201137.609375 Penalty: 2473.848877
	Iteration 15Q: 3 clusters Score -201137.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -201142.281250 Penalty: 2473.848877
	Iteration 16Q: 3 clusters Score -201142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -201146.156250 Penalty: 2473.848877
	Iteration 17Q: 3 clusters Score -201146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -201148.109375 Penalty: 2473.848877
	Iteration 18Q: 3 clusters Score -201148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -201150.671875 Penalty: 2473.848877
	Iteration 19Q: 3 clusters Score -201150.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201152.625000 Penalty: 2473.848877
	Iteration 20F: 3 clusters Score -201152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -201154.265625 Penalty: 2473.848877
	Iteration 21Q: 3 clusters Score -201154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -201154.828125 Penalty: 2473.848877
	Iteration 22Q: 3 clusters Score -201154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201154.890625 Penalty: 2473.848877
	Iteration 23Q: 3 clusters Score -201154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201154.890625 Penalty: 2473.848877
	Iteration 24F: 3 clusters Score -201154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -106006.851562 Penalty: 1139.028931
	Iteration 0F: 2 clusters Score -106006.9 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 555 members 
Entering Unmasked Estep 
Score: -104506.757812 Penalty: 2278.057861
	Iteration 0F: 3 clusters Score -104506.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104770.968750 Penalty: 2278.057861
	Iteration 1F: 3 clusters Score -104771 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104853.757812 Penalty: 2278.057861
	Iteration 2F: 3 clusters Score -104853.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104897.453125 Penalty: 2278.057861
	Iteration 3Q: 3 clusters Score -104897.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104926.148438 Penalty: 2278.057861
	Iteration 4Q: 3 clusters Score -104926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104943.320312 Penalty: 2278.057861
	Iteration 5Q: 3 clusters Score -104943.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104960.296875 Penalty: 2278.057861
	Iteration 6Q: 3 clusters Score -104960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -104971.351562 Penalty: 2278.057861
	Iteration 7Q: 3 clusters Score -104971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104982.117188 Penalty: 2278.057861
	Iteration 8Q: 3 clusters Score -104982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -104995.921875 Penalty: 2278.057861
	Iteration 9Q: 3 clusters Score -104995.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -105014.500000 Penalty: 2278.057861
	Iteration 10Q: 3 clusters Score -105014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105021.250000 Penalty: 2278.057861
	Iteration 11Q: 3 clusters Score -105021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105033.132812 Penalty: 2278.057861
	Iteration 12Q: 3 clusters Score -105033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105046.335938 Penalty: 2278.057861
	Iteration 13Q: 3 clusters Score -105046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105055.460938 Penalty: 2278.057861
	Iteration 14Q: 3 clusters Score -105055.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105066.406250 Penalty: 2278.057861
	Iteration 15Q: 3 clusters Score -105066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105079.414062 Penalty: 2278.057861
	Iteration 16Q: 3 clusters Score -105079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105085.835938 Penalty: 2278.057861
	Iteration 17Q: 3 clusters Score -105085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -105090.703125 Penalty: 2278.057861
	Iteration 18Q: 3 clusters Score -105090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -105095.406250 Penalty: 2278.057861
	Iteration 19Q: 3 clusters Score -105095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105097.312500 Penalty: 2278.057861
	Iteration 20F: 3 clusters Score -105097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105098.625000 Penalty: 2278.057861
	Iteration 21Q: 3 clusters Score -105098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105101.460938 Penalty: 2278.057861
	Iteration 22Q: 3 clusters Score -105101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -105104.828125 Penalty: 2278.057861
	Iteration 23Q: 3 clusters Score -105104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105105.726562 Penalty: 2278.057861
	Iteration 24Q: 3 clusters Score -105105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -105109.218750 Penalty: 2278.057861
	Iteration 25Q: 3 clusters Score -105109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -105121.593750 Penalty: 2278.057861
	Iteration 26Q: 3 clusters Score -105121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105131.531250 Penalty: 2278.057861
	Iteration 27Q: 3 clusters Score -105131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105137.906250 Penalty: 2278.057861
	Iteration 28Q: 3 clusters Score -105137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105141.257812 Penalty: 2278.057861
	Iteration 29Q: 3 clusters Score -105141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -105144.304688 Penalty: 2278.057861
	Iteration 30Q: 3 clusters Score -105144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -105147.265625 Penalty: 2278.057861
	Iteration 31Q: 3 clusters Score -105147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -105148.289062 Penalty: 2278.057861
	Iteration 32Q: 3 clusters Score -105148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105149.640625 Penalty: 2278.057861
	Iteration 33Q: 3 clusters Score -105149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105149.640625 Penalty: 2278.057861
	Iteration 34F: 3 clusters Score -105149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -440404.406250 Penalty: 1365.180176
	Iteration 0F: 2 clusters Score -440404.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -436786.500000 Penalty: 2730.360352
	Iteration 0F: 3 clusters Score -436786.5 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -437711.656250 Penalty: 2730.360352
	Iteration 1F: 3 clusters Score -437711.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -437848.750000 Penalty: 2730.360352
	Iteration 2F: 3 clusters Score -437848.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -437967.031250 Penalty: 2730.360352
	Iteration 3Q: 3 clusters Score -437967 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -438059.593750 Penalty: 2730.360352
	Iteration 4Q: 3 clusters Score -438059.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -438139.781250 Penalty: 2730.360352
	Iteration 5Q: 3 clusters Score -438139.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -438220.250000 Penalty: 2730.360352
	Iteration 6Q: 3 clusters Score -438220.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -438294.468750 Penalty: 2730.360352
	Iteration 7Q: 3 clusters Score -438294.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -438365.000000 Penalty: 2730.360352
	Iteration 8Q: 3 clusters Score -438365 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -438432.062500 Penalty: 2730.360352
	Iteration 9Q: 3 clusters Score -438432.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -438493.781250 Penalty: 2730.360352
	Iteration 10Q: 3 clusters Score -438493.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -438577.281250 Penalty: 2730.360352
	Iteration 11Q: 3 clusters Score -438577.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -438658.500000 Penalty: 2730.360352
	Iteration 12Q: 3 clusters Score -438658.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -438739.406250 Penalty: 2730.360352
	Iteration 13Q: 3 clusters Score -438739.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -438822.312500 Penalty: 2730.360352
	Iteration 14Q: 3 clusters Score -438822.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -438894.437500 Penalty: 2730.360352
	Iteration 15Q: 3 clusters Score -438894.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -438970.468750 Penalty: 2730.360352
	Iteration 16Q: 3 clusters Score -438970.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -439034.812500 Penalty: 2730.360352
	Iteration 17Q: 3 clusters Score -439034.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -439098.781250 Penalty: 2730.360352
	Iteration 18Q: 3 clusters Score -439098.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -439131.031250 Penalty: 2730.360352
	Iteration 19Q: 3 clusters Score -439131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -439155.343750 Penalty: 2730.360352
	Iteration 20F: 3 clusters Score -439155.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -439184.718750 Penalty: 2730.360352
	Iteration 21Q: 3 clusters Score -439184.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -439205.718750 Penalty: 2730.360352
	Iteration 22Q: 3 clusters Score -439205.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -439224.062500 Penalty: 2730.360352
	Iteration 23Q: 3 clusters Score -439224.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -439238.750000 Penalty: 2730.360352
	Iteration 24Q: 3 clusters Score -439238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -439248.125000 Penalty: 2730.360352
	Iteration 25Q: 3 clusters Score -439248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -439255.125000 Penalty: 2730.360352
	Iteration 26Q: 3 clusters Score -439255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -439261.281250 Penalty: 2730.360352
	Iteration 27Q: 3 clusters Score -439261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -439268.093750 Penalty: 2730.360352
	Iteration 28Q: 3 clusters Score -439268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -439271.000000 Penalty: 2730.360352
	Iteration 29Q: 3 clusters Score -439271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -439275.750000 Penalty: 2730.360352
	Iteration 30Q: 3 clusters Score -439275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -439279.625000 Penalty: 2730.360352
	Iteration 31Q: 3 clusters Score -439279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -439282.406250 Penalty: 2730.360352
	Iteration 32Q: 3 clusters Score -439282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -439284.718750 Penalty: 2730.360352
	Iteration 33Q: 3 clusters Score -439284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -439283.687500 Penalty: 2730.360352
	Iteration 34Q: 3 clusters Score -439283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -439283.687500 Penalty: 2730.360352
	Iteration 35F: 3 clusters Score -439283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 22394 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63220 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28640 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 7953 members 
Mstep: Class 11 contains 11403 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 4498 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74261 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110481 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5222 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8471 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25511 members 
Mstep: Class 32 contains 8492 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 17213 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2167 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1107 members 
Mstep: Class 44 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943920.000000 Penalty: 94598.937500
Iteration 159Q: 45 clusters Score -5.494392e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63220 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 11401 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13713 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74263 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110481 members 
Mstep: Class 22 contains 1307 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5222 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3704 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8497 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4259 members 
Mstep: Class 38 contains 577 members 
Mstep: Class 39 contains 17212 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2166 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1108 members 
Mstep: Class 44 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943876.000000 Penalty: 94598.937500
Iteration 160F: 45 clusters Score -5.494388e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63220 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13710 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74264 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110483 members 
Mstep: Class 22 contains 1325 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5221 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25509 members 
Mstep: Class 32 contains 8499 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4242 members 
Mstep: Class 38 contains 573 members 
Mstep: Class 39 contains 17212 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2166 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1107 members 
Mstep: Class 44 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943924.000000 Penalty: 94598.937500
Iteration 161Q: 45 clusters Score -5.494392e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 63221 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28639 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 11397 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13705 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74265 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110483 members 
Mstep: Class 22 contains 1344 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5222 members 
Mstep: Class 27 contains 8765 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 8472 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25512 members 
Mstep: Class 32 contains 8499 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4221 members 
Mstep: Class 38 contains 571 members 
Mstep: Class 39 contains 17211 members 
Mstep: Class 40 contains 7218 members 
Mstep: Class 41 contains 2164 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1107 members 
Mstep: Class 44 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943960.000000 Penalty: 94598.937500
Iteration 162Q: 45 clusters Score -5.494396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63222 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28641 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13696 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74265 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110482 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5228 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 8470 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25514 members 
Mstep: Class 32 contains 8500 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 10105 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17210 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 2162 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1107 members 
Mstep: Class 44 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943988.000000 Penalty: 94598.937500
Iteration 163Q: 45 clusters Score -5.494399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 63223 members 
Mstep: Class 7 contains 1954 members 
Mstep: Class 8 contains 28640 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 7945 members 
Mstep: Class 11 contains 11390 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13691 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74266 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110486 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5233 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25510 members 
Mstep: Class 32 contains 8501 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 10104 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4207 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17211 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 2161 members 
Mstep: Class 42 contains 2022 members 
Mstep: Class 43 contains 1108 members 
Mstep: Class 44 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943976.000000 Penalty: 94598.937500
Iteration 164Q: 45 clusters Score -5.494398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 22395 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 63223 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 28636 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 11388 members 
Mstep: Class 12 contains 5795 members 
Mstep: Class 13 contains 13685 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74266 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110490 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5240 members 
Mstep: Class 27 contains 8765 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 25507 members 
Mstep: Class 32 contains 8503 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 10104 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4206 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17212 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 2160 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1111 members 
Mstep: Class 44 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944028.000000 Penalty: 94598.937500
Iteration 165Q: 45 clusters Score -5.494403e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 63223 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 28635 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 11385 members 
Mstep: Class 12 contains 5795 members 
Mstep: Class 13 contains 13678 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74267 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110491 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5241 members 
Mstep: Class 27 contains 8764 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 8466 members 
Mstep: Class 30 contains 3704 members 
Mstep: Class 31 contains 25506 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 4206 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17216 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1113 members 
Mstep: Class 44 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943988.000000 Penalty: 94598.937500
Iteration 166Q: 45 clusters Score -5.494399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 63224 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 28634 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13674 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74268 members 
Mstep: Class 17 contains 41692 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110494 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 8763 members 
Mstep: Class 28 contains 8993 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3704 members 
Mstep: Class 31 contains 25504 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4205 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17217 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944052.000000 Penalty: 94598.937500
Iteration 167Q: 45 clusters Score -5.494405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 63227 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 28633 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13670 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74269 members 
Mstep: Class 17 contains 41687 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1920 members 
Mstep: Class 21 contains 110496 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5249 members 
Mstep: Class 27 contains 8763 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 8468 members 
Mstep: Class 30 contains 3704 members 
Mstep: Class 31 contains 25505 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2923 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 4205 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17217 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944064.000000 Penalty: 94598.937500
Iteration 168Q: 45 clusters Score -5.494406e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 63231 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28633 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 11371 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13669 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74271 members 
Mstep: Class 17 contains 41681 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110499 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5255 members 
Mstep: Class 27 contains 8763 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 8468 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25505 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2919 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 2364 members 
Mstep: Class 37 contains 4210 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17217 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944096.000000 Penalty: 94598.937500
Iteration 169Q: 45 clusters Score -5.49441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 63234 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28634 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 11361 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74271 members 
Mstep: Class 17 contains 41677 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110500 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5265 members 
Mstep: Class 27 contains 8763 members 
Mstep: Class 28 contains 8990 members 
Mstep: Class 29 contains 8466 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25505 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2916 members 
Mstep: Class 34 contains 10100 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 2365 members 
Mstep: Class 37 contains 4210 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17214 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944080.000000 Penalty: 94598.937500
Iteration 170Q: 45 clusters Score -5.494408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22397 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63236 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28634 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 11349 members 
Mstep: Class 12 contains 5795 members 
Mstep: Class 13 contains 13669 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74273 members 
Mstep: Class 17 contains 41671 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110503 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 8767 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 8468 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25505 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2912 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17212 members 
Mstep: Class 40 contains 7219 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944120.000000 Penalty: 94598.937500
Iteration 171Q: 45 clusters Score -5.494412e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63241 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 7926 members 
Mstep: Class 11 contains 11338 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13669 members 
Mstep: Class 14 contains 4550 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74276 members 
Mstep: Class 17 contains 41662 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110509 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5273 members 
Mstep: Class 27 contains 8767 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25503 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2909 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4212 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17210 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944140.000000 Penalty: 94598.937500
Iteration 172Q: 45 clusters Score -5.494414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63242 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 11333 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13669 members 
Mstep: Class 14 contains 4553 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74278 members 
Mstep: Class 17 contains 41656 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110518 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 8769 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25498 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2907 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17206 members 
Mstep: Class 40 contains 7221 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944164.000000 Penalty: 94598.937500
Iteration 173Q: 45 clusters Score -5.494416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63246 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28637 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 7927 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 5792 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74278 members 
Mstep: Class 17 contains 41649 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110524 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 8771 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 8469 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25495 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 10111 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17204 members 
Mstep: Class 40 contains 7221 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944164.000000 Penalty: 94598.937500
Iteration 174Q: 45 clusters Score -5.494416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63250 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28637 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7924 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74278 members 
Mstep: Class 17 contains 41639 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110530 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5274 members 
Mstep: Class 27 contains 8772 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 8468 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8507 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 10113 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17200 members 
Mstep: Class 40 contains 7221 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944136.000000 Penalty: 94598.937500
Iteration 175Q: 45 clusters Score -5.494414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 63251 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28639 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7923 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 13665 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74278 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110538 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8772 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10116 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17196 members 
Mstep: Class 40 contains 7221 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944152.000000 Penalty: 94598.937500
Iteration 176Q: 45 clusters Score -5.494415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63252 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7925 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74278 members 
Mstep: Class 17 contains 41623 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110544 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8772 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 8466 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10118 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17194 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944156.000000 Penalty: 94598.937500
Iteration 177Q: 45 clusters Score -5.494416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63254 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41617 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110548 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8773 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 8464 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10119 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17190 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944164.000000 Penalty: 94598.937500
Iteration 178Q: 45 clusters Score -5.494416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63255 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28639 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7932 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41612 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110552 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8773 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 8465 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10119 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17185 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944172.000000 Penalty: 94598.937500
Iteration 179Q: 45 clusters Score -5.494417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63255 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28639 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41609 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110555 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 8466 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17183 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944164.000000 Penalty: 94598.937500
Iteration 180F: 45 clusters Score -5.494416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63255 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28639 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7932 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41606 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110558 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8973 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17182 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944180.000000 Penalty: 94598.937500
Iteration 181Q: 45 clusters Score -5.494418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63255 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7930 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 13663 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41601 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110562 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25497 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17182 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944192.000000 Penalty: 94598.937500
Iteration 182Q: 45 clusters Score -5.494419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63256 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7930 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41598 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110564 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25497 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17181 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944180.000000 Penalty: 94598.937500
Iteration 183Q: 45 clusters Score -5.494418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63257 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41591 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110569 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25497 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944168.000000 Penalty: 94598.937500
Iteration 184Q: 45 clusters Score -5.494417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63258 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41586 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110573 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25497 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944148.000000 Penalty: 94598.937500
Iteration 185Q: 45 clusters Score -5.494415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63260 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41584 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110574 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944152.000000 Penalty: 94598.937500
Iteration 186Q: 45 clusters Score -5.494415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63262 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41582 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110573 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25497 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944160.000000 Penalty: 94598.937500
Iteration 187Q: 45 clusters Score -5.494416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63265 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41578 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110575 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944204.000000 Penalty: 94598.937500
Iteration 188Q: 45 clusters Score -5.49442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63269 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41571 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110578 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944184.000000 Penalty: 94598.937500
Iteration 189Q: 45 clusters Score -5.494418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63273 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41563 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110582 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944192.000000 Penalty: 94598.937500
Iteration 190Q: 45 clusters Score -5.494419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63277 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41555 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110587 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25495 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944184.000000 Penalty: 94598.937500
Iteration 191Q: 45 clusters Score -5.494418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63278 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41551 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110590 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25495 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944180.000000 Penalty: 94598.937500
Iteration 192Q: 45 clusters Score -5.494418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63279 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41549 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110590 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944176.000000 Penalty: 94598.937500
Iteration 193Q: 45 clusters Score -5.494418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63279 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41549 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110590 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944176.000000 Penalty: 94598.937500
Iteration 194F: 45 clusters Score -5.494418e+07 nChanged 0
Entering ConstructFrom: 
Score: -54944176.000000 Penalty: 94598.937500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -419498.968750 Penalty: 1361.189453
	Iteration 0F: 2 clusters Score -419499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -415935.875000 Penalty: 2722.378906
	Iteration 0F: 3 clusters Score -415935.9 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -417019.656250 Penalty: 2722.378906
	Iteration 1F: 3 clusters Score -417019.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -417305.500000 Penalty: 2722.378906
	Iteration 2F: 3 clusters Score -417305.5 nChanged 287
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: -417560.812500 Penalty: 2722.378906
	Iteration 3F: 3 clusters Score -417560.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -417816.250000 Penalty: 2722.378906
	Iteration 4F: 3 clusters Score -417816.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -418073.750000 Penalty: 2722.378906
	Iteration 5F: 3 clusters Score -418073.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -418284.062500 Penalty: 2722.378906
	Iteration 6F: 3 clusters Score -418284.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -418466.625000 Penalty: 2722.378906
	Iteration 7Q: 3 clusters Score -418466.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -418605.718750 Penalty: 2722.378906
	Iteration 8Q: 3 clusters Score -418605.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -418685.906250 Penalty: 2722.378906
	Iteration 9Q: 3 clusters Score -418685.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -418746.250000 Penalty: 2722.378906
	Iteration 10Q: 3 clusters Score -418746.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -418787.093750 Penalty: 2722.378906
	Iteration 11Q: 3 clusters Score -418787.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -418810.375000 Penalty: 2722.378906
	Iteration 12Q: 3 clusters Score -418810.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -418830.843750 Penalty: 2722.378906
	Iteration 13Q: 3 clusters Score -418830.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -418852.718750 Penalty: 2722.378906
	Iteration 14Q: 3 clusters Score -418852.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -418875.125000 Penalty: 2722.378906
	Iteration 15Q: 3 clusters Score -418875.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -418898.437500 Penalty: 2722.378906
	Iteration 16Q: 3 clusters Score -418898.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -418925.531250 Penalty: 2722.378906
	Iteration 17Q: 3 clusters Score -418925.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -418949.531250 Penalty: 2722.378906
	Iteration 18Q: 3 clusters Score -418949.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -418976.531250 Penalty: 2722.378906
	Iteration 19Q: 3 clusters Score -418976.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -419008.156250 Penalty: 2722.378906
	Iteration 20F: 3 clusters Score -419008.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -419044.187500 Penalty: 2722.378906
	Iteration 21Q: 3 clusters Score -419044.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -419081.656250 Penalty: 2722.378906
	Iteration 22Q: 3 clusters Score -419081.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -419114.625000 Penalty: 2722.378906
	Iteration 23Q: 3 clusters Score -419114.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -419139.000000 Penalty: 2722.378906
	Iteration 24Q: 3 clusters Score -419139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -419157.937500 Penalty: 2722.378906
	Iteration 25Q: 3 clusters Score -419157.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -419172.718750 Penalty: 2722.378906
	Iteration 26Q: 3 clusters Score -419172.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -419187.343750 Penalty: 2722.378906
	Iteration 27Q: 3 clusters Score -419187.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -419200.343750 Penalty: 2722.378906
	Iteration 28Q: 3 clusters Score -419200.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -419212.406250 Penalty: 2722.378906
	Iteration 29Q: 3 clusters Score -419212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -419220.625000 Penalty: 2722.378906
	Iteration 30Q: 3 clusters Score -419220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -419228.937500 Penalty: 2722.378906
	Iteration 31Q: 3 clusters Score -419228.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -419234.968750 Penalty: 2722.378906
	Iteration 32Q: 3 clusters Score -419235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -419241.875000 Penalty: 2722.378906
	Iteration 33Q: 3 clusters Score -419241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -419244.968750 Penalty: 2722.378906
	Iteration 34Q: 3 clusters Score -419245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -419246.000000 Penalty: 2722.378906
	Iteration 35Q: 3 clusters Score -419246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -419246.125000 Penalty: 2722.378906
	Iteration 36Q: 3 clusters Score -419246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -419247.000000 Penalty: 2722.378906
	Iteration 37Q: 3 clusters Score -419247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -419247.312500 Penalty: 2722.378906
	Iteration 38Q: 3 clusters Score -419247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -419248.718750 Penalty: 2722.378906
	Iteration 39Q: 3 clusters Score -419248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -419248.718750 Penalty: 2722.378906
	Iteration 40F: 3 clusters Score -419248.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -132746.906250 Penalty: 1199.898315
	Iteration 0F: 2 clusters Score -132746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -130956.132812 Penalty: 2399.796631
	Iteration 0F: 3 clusters Score -130956.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -131479.578125 Penalty: 2399.796631
	Iteration 1F: 3 clusters Score -131479.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -131639.843750 Penalty: 2399.796631
	Iteration 2F: 3 clusters Score -131639.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -131759.109375 Penalty: 2399.796631
	Iteration 3F: 3 clusters Score -131759.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -131908.656250 Penalty: 2399.796631
	Iteration 4Q: 3 clusters Score -131908.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -132046.609375 Penalty: 2399.796631
	Iteration 5Q: 3 clusters Score -132046.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -132145.000000 Penalty: 2399.796631
	Iteration 6Q: 3 clusters Score -132145 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -132235.906250 Penalty: 2399.796631
	Iteration 7Q: 3 clusters Score -132235.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -132318.140625 Penalty: 2399.796631
	Iteration 8Q: 3 clusters Score -132318.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -132356.718750 Penalty: 2399.796631
	Iteration 9Q: 3 clusters Score -132356.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -132379.203125 Penalty: 2399.796631
	Iteration 10Q: 3 clusters Score -132379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -132388.046875 Penalty: 2399.796631
	Iteration 11Q: 3 clusters Score -132388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -132395.640625 Penalty: 2399.796631
	Iteration 12Q: 3 clusters Score -132395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132404.906250 Penalty: 2399.796631
	Iteration 13Q: 3 clusters Score -132404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132409.843750 Penalty: 2399.796631
	Iteration 14Q: 3 clusters Score -132409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132411.921875 Penalty: 2399.796631
	Iteration 15Q: 3 clusters Score -132411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -132412.203125 Penalty: 2399.796631
	Iteration 16Q: 3 clusters Score -132412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -132412.203125 Penalty: 2399.796631
	Iteration 17F: 3 clusters Score -132412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Entering Unmasked Estep 
Score: -2296100.750000 Penalty: 1627.703613
	Iteration 0F: 2 clusters Score -2296101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2280916.750000 Penalty: 3255.407227
	Iteration 0F: 3 clusters Score -2280917 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2286600.750000 Penalty: 3255.407227
	Iteration 1F: 3 clusters Score -2286601 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2287138.250000 Penalty: 3255.407227
	Iteration 2F: 3 clusters Score -2287138 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2287941.250000 Penalty: 3255.407227
	Iteration 3F: 3 clusters Score -2287941 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2289144.750000 Penalty: 3255.407227
	Iteration 4F: 3 clusters Score -2289145 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2290542.250000 Penalty: 3255.407227
	Iteration 5F: 3 clusters Score -2290542 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2291797.000000 Penalty: 3255.407227
	Iteration 6F: 3 clusters Score -2291797 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2292701.000000 Penalty: 3255.407227
	Iteration 7F: 3 clusters Score -2292701 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2293251.250000 Penalty: 3255.407227
	Iteration 8Q: 3 clusters Score -2293251 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2293617.500000 Penalty: 3255.407227
	Iteration 9Q: 3 clusters Score -2293618 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2293874.000000 Penalty: 3255.407227
	Iteration 10Q: 3 clusters Score -2293874 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2294046.500000 Penalty: 3255.407227
	Iteration 11Q: 3 clusters Score -2294046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2294194.250000 Penalty: 3255.407227
	Iteration 12Q: 3 clusters Score -2294194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2294318.000000 Penalty: 3255.407227
	Iteration 13Q: 3 clusters Score -2294318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2294403.000000 Penalty: 3255.407227
	Iteration 14Q: 3 clusters Score -2294403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2294481.750000 Penalty: 3255.407227
	Iteration 15Q: 3 clusters Score -2294482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2294528.750000 Penalty: 3255.407227
	Iteration 16Q: 3 clusters Score -2294529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2294564.000000 Penalty: 3255.407227
	Iteration 17Q: 3 clusters Score -2294564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2294595.250000 Penalty: 3255.407227
	Iteration 18Q: 3 clusters Score -2294595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2294619.250000 Penalty: 3255.407227
	Iteration 19Q: 3 clusters Score -2294619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2294634.750000 Penalty: 3255.407227
	Iteration 20F: 3 clusters Score -2294635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2294653.500000 Penalty: 3255.407227
	Iteration 21Q: 3 clusters Score -2294654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2294666.250000 Penalty: 3255.407227
	Iteration 22Q: 3 clusters Score -2294666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2294664.750000 Penalty: 3255.407227
	Iteration 23Q: 3 clusters Score -2294665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2294667.750000 Penalty: 3255.407227
	Iteration 24Q: 3 clusters Score -2294668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2294667.000000 Penalty: 3255.407227
	Iteration 25Q: 3 clusters Score -2294667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2294670.750000 Penalty: 3255.407227
	Iteration 26Q: 3 clusters Score -2294671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2294680.000000 Penalty: 3255.407227
	Iteration 27Q: 3 clusters Score -2294680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2294685.000000 Penalty: 3255.407227
	Iteration 28Q: 3 clusters Score -2294685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2294681.750000 Penalty: 3255.407227
	Iteration 29Q: 3 clusters Score -2294682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2294684.750000 Penalty: 3255.407227
	Iteration 30Q: 3 clusters Score -2294685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2294686.250000 Penalty: 3255.407227
	Iteration 31Q: 3 clusters Score -2294686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2294685.250000 Penalty: 3255.407227
	Iteration 32Q: 3 clusters Score -2294685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2294686.000000 Penalty: 3255.407227
	Iteration 33Q: 3 clusters Score -2294686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2294687.000000 Penalty: 3255.407227
	Iteration 34Q: 3 clusters Score -2294687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2294685.250000 Penalty: 3255.407227
	Iteration 35Q: 3 clusters Score -2294685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2294685.250000 Penalty: 3255.407227
	Iteration 36F: 3 clusters Score -2294685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -167729.187500 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -167729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165871.296875 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -165871.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166276.078125 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -166276.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166397.468750 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -166397.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -166455.140625 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -166455.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -166501.968750 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -166502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166554.812500 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -166554.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -166605.765625 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -166605.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -166645.281250 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -166645.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -166665.796875 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -166665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -166680.671875 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -166680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -166685.859375 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -166685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -166691.968750 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -166692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -166696.515625 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -166696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -166701.765625 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -166701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -166706.250000 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -166706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -166707.609375 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -166707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -166709.921875 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -166709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -166712.187500 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -166712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -166717.609375 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -166717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -166723.625000 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -166723.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -166732.609375 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -166732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -166739.000000 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -166739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -166744.328125 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -166744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -166747.203125 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -166747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -166749.468750 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -166749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -166753.031250 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -166753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -166759.656250 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -166759.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -166767.546875 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -166767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -166775.843750 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -166775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -166782.515625 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -166782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -166789.250000 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -166789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -166796.250000 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -166796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -166798.406250 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -166798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -166800.640625 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -166800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -166802.484375 Penalty: 2407.772461
	Iteration 34Q: 3 clusters Score -166802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -166805.296875 Penalty: 2407.772461
	Iteration 35Q: 3 clusters Score -166805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -166806.625000 Penalty: 2407.772461
	Iteration 36Q: 3 clusters Score -166806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -166807.671875 Penalty: 2407.772461
	Iteration 37Q: 3 clusters Score -166807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -166808.375000 Penalty: 2407.772461
	Iteration 38Q: 3 clusters Score -166808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -166808.375000 Penalty: 2407.772461
	Iteration 39F: 3 clusters Score -166808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Entering Unmasked Estep 
Score: -778391.125000 Penalty: 1451.656128
	Iteration 0F: 2 clusters Score -778391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -772732.125000 Penalty: 2903.312256
	Iteration 0F: 3 clusters Score -772732.1 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -774410.875000 Penalty: 2903.312256
	Iteration 1F: 3 clusters Score -774410.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -774580.125000 Penalty: 2903.312256
	Iteration 2F: 3 clusters Score -774580.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -774700.625000 Penalty: 2903.312256
	Iteration 3Q: 3 clusters Score -774700.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -774792.187500 Penalty: 2903.312256
	Iteration 4Q: 3 clusters Score -774792.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -774870.562500 Penalty: 2903.312256
	Iteration 5Q: 3 clusters Score -774870.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -774937.437500 Penalty: 2903.312256
	Iteration 6Q: 3 clusters Score -774937.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -775010.812500 Penalty: 2903.312256
	Iteration 7Q: 3 clusters Score -775010.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -775078.625000 Penalty: 2903.312256
	Iteration 8Q: 3 clusters Score -775078.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -775138.875000 Penalty: 2903.312256
	Iteration 9Q: 3 clusters Score -775138.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -775196.750000 Penalty: 2903.312256
	Iteration 10Q: 3 clusters Score -775196.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -775250.875000 Penalty: 2903.312256
	Iteration 11Q: 3 clusters Score -775250.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -775309.750000 Penalty: 2903.312256
	Iteration 12Q: 3 clusters Score -775309.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -775368.375000 Penalty: 2903.312256
	Iteration 13Q: 3 clusters Score -775368.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -775431.125000 Penalty: 2903.312256
	Iteration 14Q: 3 clusters Score -775431.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -775510.562500 Penalty: 2903.312256
	Iteration 15Q: 3 clusters Score -775510.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -775598.687500 Penalty: 2903.312256
	Iteration 16Q: 3 clusters Score -775598.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -775702.187500 Penalty: 2903.312256
	Iteration 17Q: 3 clusters Score -775702.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -775802.750000 Penalty: 2903.312256
	Iteration 18Q: 3 clusters Score -775802.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -775900.562500 Penalty: 2903.312256
	Iteration 19Q: 3 clusters Score -775900.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -775983.562500 Penalty: 2903.312256
	Iteration 20F: 3 clusters Score -775983.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -776047.312500 Penalty: 2903.312256
	Iteration 21Q: 3 clusters Score -776047.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -776101.437500 Penalty: 2903.312256
	Iteration 22Q: 3 clusters Score -776101.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -776150.187500 Penalty: 2903.312256
	Iteration 23Q: 3 clusters Score -776150.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -776201.375000 Penalty: 2903.312256
	Iteration 24Q: 3 clusters Score -776201.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -776243.750000 Penalty: 2903.312256
	Iteration 25Q: 3 clusters Score -776243.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -776277.875000 Penalty: 2903.312256
	Iteration 26Q: 3 clusters Score -776277.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -776314.500000 Penalty: 2903.312256
	Iteration 27Q: 3 clusters Score -776314.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -776345.125000 Penalty: 2903.312256
	Iteration 28Q: 3 clusters Score -776345.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -776369.625000 Penalty: 2903.312256
	Iteration 29Q: 3 clusters Score -776369.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -776393.437500 Penalty: 2903.312256
	Iteration 30Q: 3 clusters Score -776393.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -776420.750000 Penalty: 2903.312256
	Iteration 31Q: 3 clusters Score -776420.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -776453.437500 Penalty: 2903.312256
	Iteration 32Q: 3 clusters Score -776453.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -776486.625000 Penalty: 2903.312256
	Iteration 33Q: 3 clusters Score -776486.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -776511.687500 Penalty: 2903.312256
	Iteration 34Q: 3 clusters Score -776511.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -776532.312500 Penalty: 2903.312256
	Iteration 35Q: 3 clusters Score -776532.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -776547.875000 Penalty: 2903.312256
	Iteration 36Q: 3 clusters Score -776547.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -776562.375000 Penalty: 2903.312256
	Iteration 37Q: 3 clusters Score -776562.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -776578.250000 Penalty: 2903.312256
	Iteration 38Q: 3 clusters Score -776578.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -776596.375000 Penalty: 2903.312256
	Iteration 39Q: 3 clusters Score -776596.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -776612.687500 Penalty: 2903.312256
	Iteration 40F: 3 clusters Score -776612.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -776634.062500 Penalty: 2903.312256
	Iteration 41Q: 3 clusters Score -776634.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -776657.750000 Penalty: 2903.312256
	Iteration 42Q: 3 clusters Score -776657.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -776675.625000 Penalty: 2903.312256
	Iteration 43Q: 3 clusters Score -776675.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -776695.750000 Penalty: 2903.312256
	Iteration 44Q: 3 clusters Score -776695.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -776716.562500 Penalty: 2903.312256
	Iteration 45Q: 3 clusters Score -776716.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -776741.875000 Penalty: 2903.312256
	Iteration 46Q: 3 clusters Score -776741.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -776760.687500 Penalty: 2903.312256
	Iteration 47Q: 3 clusters Score -776760.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -776780.562500 Penalty: 2903.312256
	Iteration 48Q: 3 clusters Score -776780.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -776807.125000 Penalty: 2903.312256
	Iteration 49Q: 3 clusters Score -776807.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -776828.687500 Penalty: 2903.312256
	Iteration 50Q: 3 clusters Score -776828.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -776844.125000 Penalty: 2903.312256
	Iteration 51Q: 3 clusters Score -776844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -776856.937500 Penalty: 2903.312256
	Iteration 52Q: 3 clusters Score -776856.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -776869.562500 Penalty: 2903.312256
	Iteration 53Q: 3 clusters Score -776869.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -776884.625000 Penalty: 2903.312256
	Iteration 54Q: 3 clusters Score -776884.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -776897.812500 Penalty: 2903.312256
	Iteration 55Q: 3 clusters Score -776897.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -776907.062500 Penalty: 2903.312256
	Iteration 56Q: 3 clusters Score -776907.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -776921.875000 Penalty: 2903.312256
	Iteration 57Q: 3 clusters Score -776921.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -776936.500000 Penalty: 2903.312256
	Iteration 58Q: 3 clusters Score -776936.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -776953.250000 Penalty: 2903.312256
	Iteration 59Q: 3 clusters Score -776953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -776973.125000 Penalty: 2903.312256
	Iteration 60F: 3 clusters Score -776973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -776987.187500 Penalty: 2903.312256
	Iteration 61Q: 3 clusters Score -776987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -776996.812500 Penalty: 2903.312256
	Iteration 62Q: 3 clusters Score -776996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -777006.187500 Penalty: 2903.312256
	Iteration 63Q: 3 clusters Score -777006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -777015.750000 Penalty: 2903.312256
	Iteration 64Q: 3 clusters Score -777015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -777021.250000 Penalty: 2903.312256
	Iteration 65Q: 3 clusters Score -777021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -777027.062500 Penalty: 2903.312256
	Iteration 66Q: 3 clusters Score -777027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -777037.187500 Penalty: 2903.312256
	Iteration 67Q: 3 clusters Score -777037.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -777044.500000 Penalty: 2903.312256
	Iteration 68Q: 3 clusters Score -777044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -777052.500000 Penalty: 2903.312256
	Iteration 69Q: 3 clusters Score -777052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -777058.125000 Penalty: 2903.312256
	Iteration 70Q: 3 clusters Score -777058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -777064.062500 Penalty: 2903.312256
	Iteration 71Q: 3 clusters Score -777064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -777068.187500 Penalty: 2903.312256
	Iteration 72Q: 3 clusters Score -777068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -777075.625000 Penalty: 2903.312256
	Iteration 73Q: 3 clusters Score -777075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -777078.187500 Penalty: 2903.312256
	Iteration 74Q: 3 clusters Score -777078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -777078.750000 Penalty: 2903.312256
	Iteration 75Q: 3 clusters Score -777078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -777078.562500 Penalty: 2903.312256
	Iteration 76Q: 3 clusters Score -777078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -777079.625000 Penalty: 2903.312256
	Iteration 77Q: 3 clusters Score -777079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -777080.312500 Penalty: 2903.312256
	Iteration 78Q: 3 clusters Score -777080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -777082.375000 Penalty: 2903.312256
	Iteration 79Q: 3 clusters Score -777082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -777082.562500 Penalty: 2903.312256
	Iteration 80F: 3 clusters Score -777082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Entering Unmasked Estep 
Score: -6487749.500000 Penalty: 1796.487549
	Iteration 0F: 2 clusters Score -6487750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6445594.000000 Penalty: 3592.975098
	Iteration 0F: 3 clusters Score -6445594 nChanged 29757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -6462860.000000 Penalty: 3592.975098
	Iteration 1F: 3 clusters Score -6462860 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -6463561.000000 Penalty: 3592.975098
	Iteration 2Q: 3 clusters Score -6463561 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -6464509.000000 Penalty: 3592.975098
	Iteration 3Q: 3 clusters Score -6464509 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -6465798.000000 Penalty: 3592.975098
	Iteration 4Q: 3 clusters Score -6465798 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6467325.500000 Penalty: 3592.975098
	Iteration 5Q: 3 clusters Score -6467326 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -6469349.500000 Penalty: 3592.975098
	Iteration 6F: 3 clusters Score -6469350 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -6471465.000000 Penalty: 3592.975098
	Iteration 7F: 3 clusters Score -6471465 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -6473711.000000 Penalty: 3592.975098
	Iteration 8F: 3 clusters Score -6473711 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -6475892.500000 Penalty: 3592.975098
	Iteration 9F: 3 clusters Score -6475892 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -6477991.000000 Penalty: 3592.975098
	Iteration 10F: 3 clusters Score -6477991 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -6479874.000000 Penalty: 3592.975098
	Iteration 11Q: 3 clusters Score -6479874 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -6481662.500000 Penalty: 3592.975098
	Iteration 12Q: 3 clusters Score -6481662 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -6483078.500000 Penalty: 3592.975098
	Iteration 13Q: 3 clusters Score -6483078 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6484167.000000 Penalty: 3592.975098
	Iteration 14Q: 3 clusters Score -6484167 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6484908.000000 Penalty: 3592.975098
	Iteration 15Q: 3 clusters Score -6484908 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6485378.500000 Penalty: 3592.975098
	Iteration 16Q: 3 clusters Score -6485378 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6485635.500000 Penalty: 3592.975098
	Iteration 17Q: 3 clusters Score -6485636 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6485831.500000 Penalty: 3592.975098
	Iteration 18Q: 3 clusters Score -6485832 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6485956.500000 Penalty: 3592.975098
	Iteration 19Q: 3 clusters Score -6485956 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6486029.500000 Penalty: 3592.975098
	Iteration 20F: 3 clusters Score -6486030 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6486088.500000 Penalty: 3592.975098
	Iteration 21Q: 3 clusters Score -6486088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6486139.000000 Penalty: 3592.975098
	Iteration 22Q: 3 clusters Score -6486139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6486164.500000 Penalty: 3592.975098
	Iteration 23Q: 3 clusters Score -6486164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6486175.000000 Penalty: 3592.975098
	Iteration 24Q: 3 clusters Score -6486175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6486198.500000 Penalty: 3592.975098
	Iteration 25Q: 3 clusters Score -6486198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6486213.000000 Penalty: 3592.975098
	Iteration 26Q: 3 clusters Score -6486213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6486219.000000 Penalty: 3592.975098
	Iteration 27Q: 3 clusters Score -6486219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6486230.000000 Penalty: 3592.975098
	Iteration 28Q: 3 clusters Score -6486230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6486235.500000 Penalty: 3592.975098
	Iteration 29Q: 3 clusters Score -6486236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6486244.500000 Penalty: 3592.975098
	Iteration 30Q: 3 clusters Score -6486244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6486251.000000 Penalty: 3592.975098
	Iteration 31Q: 3 clusters Score -6486251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6486259.500000 Penalty: 3592.975098
	Iteration 32Q: 3 clusters Score -6486260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6486269.000000 Penalty: 3592.975098
	Iteration 33Q: 3 clusters Score -6486269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6486270.500000 Penalty: 3592.975098
	Iteration 34Q: 3 clusters Score -6486270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6486276.000000 Penalty: 3592.975098
	Iteration 35Q: 3 clusters Score -6486276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6486281.500000 Penalty: 3592.975098
	Iteration 36Q: 3 clusters Score -6486282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6486291.000000 Penalty: 3592.975098
	Iteration 37Q: 3 clusters Score -6486291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6486295.000000 Penalty: 3592.975098
	Iteration 38Q: 3 clusters Score -6486295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6486300.500000 Penalty: 3592.975098
	Iteration 39Q: 3 clusters Score -6486300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6486298.500000 Penalty: 3592.975098
	Iteration 40F: 3 clusters Score -6486298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6486300.000000 Penalty: 3592.975098
	Iteration 41Q: 3 clusters Score -6486300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6486298.500000 Penalty: 3592.975098
	Iteration 42Q: 3 clusters Score -6486298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6486306.000000 Penalty: 3592.975098
	Iteration 43Q: 3 clusters Score -6486306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6486306.000000 Penalty: 3592.975098
	Iteration 44Q: 3 clusters Score -6486306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6486306.500000 Penalty: 3592.975098
	Iteration 45Q: 3 clusters Score -6486306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6486309.500000 Penalty: 3592.975098
	Iteration 46Q: 3 clusters Score -6486310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6486314.500000 Penalty: 3592.975098
	Iteration 47Q: 3 clusters Score -6486314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6486315.500000 Penalty: 3592.975098
	Iteration 48Q: 3 clusters Score -6486316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6486315.500000 Penalty: 3592.975098
	Iteration 49F: 3 clusters Score -6486316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -190472.406250 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -190472.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -188409.390625 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -188409.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188844.640625 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -188844.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188940.421875 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -188940.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189003.484375 Penalty: 2463.893066
	Iteration 3Q: 3 clusters Score -189003.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -189050.343750 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -189050.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -189079.921875 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -189079.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189104.250000 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -189104.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -189125.015625 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -189125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189145.234375 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -189145.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -189166.468750 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -189166.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -189185.796875 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -189185.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -189202.828125 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -189202.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -189220.796875 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -189220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189233.703125 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -189233.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189247.203125 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -189247.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -189257.484375 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -189257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189272.500000 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -189272.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189289.671875 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -189289.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189305.203125 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -189305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -189313.140625 Penalty: 2463.893066
	Iteration 19Q: 3 clusters Score -189313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -189319.890625 Penalty: 2463.893066
	Iteration 20F: 3 clusters Score -189319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -189324.921875 Penalty: 2463.893066
	Iteration 21Q: 3 clusters Score -189324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189330.062500 Penalty: 2463.893066
	Iteration 22Q: 3 clusters Score -189330.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -189336.031250 Penalty: 2463.893066
	Iteration 23Q: 3 clusters Score -189336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -189340.031250 Penalty: 2463.893066
	Iteration 24Q: 3 clusters Score -189340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189346.859375 Penalty: 2463.893066
	Iteration 25Q: 3 clusters Score -189346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -189351.890625 Penalty: 2463.893066
	Iteration 26Q: 3 clusters Score -189351.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -189359.953125 Penalty: 2463.893066
	Iteration 27Q: 3 clusters Score -189360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -189368.921875 Penalty: 2463.893066
	Iteration 28Q: 3 clusters Score -189368.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189385.031250 Penalty: 2463.893066
	Iteration 29Q: 3 clusters Score -189385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -189399.375000 Penalty: 2463.893066
	Iteration 30Q: 3 clusters Score -189399.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -189419.296875 Penalty: 2463.893066
	Iteration 31Q: 3 clusters Score -189419.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -189439.750000 Penalty: 2463.893066
	Iteration 32Q: 3 clusters Score -189439.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -189459.531250 Penalty: 2463.893066
	Iteration 33Q: 3 clusters Score -189459.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -189475.984375 Penalty: 2463.893066
	Iteration 34Q: 3 clusters Score -189476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -189484.484375 Penalty: 2463.893066
	Iteration 35Q: 3 clusters Score -189484.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -189494.687500 Penalty: 2463.893066
	Iteration 36Q: 3 clusters Score -189494.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -189504.078125 Penalty: 2463.893066
	Iteration 37Q: 3 clusters Score -189504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -189512.109375 Penalty: 2463.893066
	Iteration 38Q: 3 clusters Score -189512.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -189521.687500 Penalty: 2463.893066
	Iteration 39Q: 3 clusters Score -189521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -189524.453125 Penalty: 2463.893066
	Iteration 40F: 3 clusters Score -189524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -189525.578125 Penalty: 2463.893066
	Iteration 41Q: 3 clusters Score -189525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -189526.421875 Penalty: 2463.893066
	Iteration 42Q: 3 clusters Score -189526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -189527.234375 Penalty: 2463.893066
	Iteration 43Q: 3 clusters Score -189527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -189527.578125 Penalty: 2463.893066
	Iteration 44Q: 3 clusters Score -189527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -189527.812500 Penalty: 2463.893066
	Iteration 45Q: 3 clusters Score -189527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -189528.453125 Penalty: 2463.893066
	Iteration 46Q: 3 clusters Score -189528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -189528.453125 Penalty: 2463.893066
	Iteration 47F: 3 clusters Score -189528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Entering Unmasked Estep 
Score: -2901615.750000 Penalty: 1667.654541
	Iteration 0F: 2 clusters Score -2901616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2882249.750000 Penalty: 3335.309082
	Iteration 0F: 3 clusters Score -2882250 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2889637.500000 Penalty: 3335.309082
	Iteration 1F: 3 clusters Score -2889638 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2890147.000000 Penalty: 3335.309082
	Iteration 2Q: 3 clusters Score -2890147 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2890670.750000 Penalty: 3335.309082
	Iteration 3Q: 3 clusters Score -2890671 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2891206.000000 Penalty: 3335.309082
	Iteration 4Q: 3 clusters Score -2891206 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2891701.500000 Penalty: 3335.309082
	Iteration 5Q: 3 clusters Score -2891702 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2892167.000000 Penalty: 3335.309082
	Iteration 6Q: 3 clusters Score -2892167 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2892629.000000 Penalty: 3335.309082
	Iteration 7Q: 3 clusters Score -2892629 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2893085.500000 Penalty: 3335.309082
	Iteration 8Q: 3 clusters Score -2893086 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2893580.000000 Penalty: 3335.309082
	Iteration 9Q: 3 clusters Score -2893580 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2894175.750000 Penalty: 3335.309082
	Iteration 10Q: 3 clusters Score -2894176 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2894871.250000 Penalty: 3335.309082
	Iteration 11Q: 3 clusters Score -2894871 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2895694.750000 Penalty: 3335.309082
	Iteration 12Q: 3 clusters Score -2895695 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2896605.750000 Penalty: 3335.309082
	Iteration 13Q: 3 clusters Score -2896606 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2897559.500000 Penalty: 3335.309082
	Iteration 14Q: 3 clusters Score -2897560 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2898366.000000 Penalty: 3335.309082
	Iteration 15Q: 3 clusters Score -2898366 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2899051.000000 Penalty: 3335.309082
	Iteration 16Q: 3 clusters Score -2899051 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2899501.000000 Penalty: 3335.309082
	Iteration 17Q: 3 clusters Score -2899501 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2899781.000000 Penalty: 3335.309082
	Iteration 18Q: 3 clusters Score -2899781 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2899981.500000 Penalty: 3335.309082
	Iteration 19Q: 3 clusters Score -2899982 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -2900152.000000 Penalty: 3335.309082
	Iteration 20F: 3 clusters Score -2900152 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2900318.500000 Penalty: 3335.309082
	Iteration 21Q: 3 clusters Score -2900318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2900455.750000 Penalty: 3335.309082
	Iteration 22Q: 3 clusters Score -2900456 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -2900578.750000 Penalty: 3335.309082
	Iteration 23Q: 3 clusters Score -2900579 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2900674.000000 Penalty: 3335.309082
	Iteration 24Q: 3 clusters Score -2900674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2900742.250000 Penalty: 3335.309082
	Iteration 25Q: 3 clusters Score -2900742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2900797.000000 Penalty: 3335.309082
	Iteration 26Q: 3 clusters Score -2900797 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -2900848.750000 Penalty: 3335.309082
	Iteration 27Q: 3 clusters Score -2900849 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -2900890.750000 Penalty: 3335.309082
	Iteration 28Q: 3 clusters Score -2900891 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -2900931.750000 Penalty: 3335.309082
	Iteration 29Q: 3 clusters Score -2900932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -2900985.750000 Penalty: 3335.309082
	Iteration 30Q: 3 clusters Score -2900986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -2901019.750000 Penalty: 3335.309082
	Iteration 31Q: 3 clusters Score -2901020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -2901040.250000 Penalty: 3335.309082
	Iteration 32Q: 3 clusters Score -2901040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2901062.000000 Penalty: 3335.309082
	Iteration 33Q: 3 clusters Score -2901062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2901078.750000 Penalty: 3335.309082
	Iteration 34Q: 3 clusters Score -2901079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2901096.000000 Penalty: 3335.309082
	Iteration 35Q: 3 clusters Score -2901096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2901098.500000 Penalty: 3335.309082
	Iteration 36Q: 3 clusters Score -2901098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -2901100.750000 Penalty: 3335.309082
	Iteration 37Q: 3 clusters Score -2901101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2901108.750000 Penalty: 3335.309082
	Iteration 38Q: 3 clusters Score -2901109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -2901113.000000 Penalty: 3335.309082
	Iteration 39Q: 3 clusters Score -2901113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -2901117.500000 Penalty: 3335.309082
	Iteration 40F: 3 clusters Score -2901118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -2901123.500000 Penalty: 3335.309082
	Iteration 41Q: 3 clusters Score -2901124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2901126.000000 Penalty: 3335.309082
	Iteration 42Q: 3 clusters Score -2901126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -2901131.750000 Penalty: 3335.309082
	Iteration 43Q: 3 clusters Score -2901132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2901137.500000 Penalty: 3335.309082
	Iteration 44Q: 3 clusters Score -2901138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2901139.500000 Penalty: 3335.309082
	Iteration 45Q: 3 clusters Score -2901140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -2901137.500000 Penalty: 3335.309082
	Iteration 46Q: 3 clusters Score -2901138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -2901145.500000 Penalty: 3335.309082
	Iteration 47Q: 3 clusters Score -2901146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2901152.000000 Penalty: 3335.309082
	Iteration 48Q: 3 clusters Score -2901152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -2901161.750000 Penalty: 3335.309082
	Iteration 49Q: 3 clusters Score -2901162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2901162.750000 Penalty: 3335.309082
	Iteration 50Q: 3 clusters Score -2901163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2901169.500000 Penalty: 3335.309082
	Iteration 51Q: 3 clusters Score -2901170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2901181.750000 Penalty: 3335.309082
	Iteration 52Q: 3 clusters Score -2901182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -2901181.500000 Penalty: 3335.309082
	Iteration 53Q: 3 clusters Score -2901182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2901194.500000 Penalty: 3335.309082
	Iteration 54Q: 3 clusters Score -2901194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -2901194.000000 Penalty: 3335.309082
	Iteration 55Q: 3 clusters Score -2901194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2901203.750000 Penalty: 3335.309082
	Iteration 56Q: 3 clusters Score -2901204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2901203.750000 Penalty: 3335.309082
	Iteration 57Q: 3 clusters Score -2901204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2901211.000000 Penalty: 3335.309082
	Iteration 58Q: 3 clusters Score -2901211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2901213.500000 Penalty: 3335.309082
	Iteration 59Q: 3 clusters Score -2901214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -2901216.000000 Penalty: 3335.309082
	Iteration 60F: 3 clusters Score -2901216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2901220.250000 Penalty: 3335.309082
	Iteration 61Q: 3 clusters Score -2901220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2901225.500000 Penalty: 3335.309082
	Iteration 62Q: 3 clusters Score -2901226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2901230.000000 Penalty: 3335.309082
	Iteration 63Q: 3 clusters Score -2901230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2901230.750000 Penalty: 3335.309082
	Iteration 64Q: 3 clusters Score -2901231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2901229.000000 Penalty: 3335.309082
	Iteration 65Q: 3 clusters Score -2901229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2901231.750000 Penalty: 3335.309082
	Iteration 66Q: 3 clusters Score -2901232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2901235.000000 Penalty: 3335.309082
	Iteration 67Q: 3 clusters Score -2901235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2901241.000000 Penalty: 3335.309082
	Iteration 68Q: 3 clusters Score -2901241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2901243.750000 Penalty: 3335.309082
	Iteration 69Q: 3 clusters Score -2901244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -2901245.750000 Penalty: 3335.309082
	Iteration 70Q: 3 clusters Score -2901246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -2901248.750000 Penalty: 3335.309082
	Iteration 71Q: 3 clusters Score -2901249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2901252.000000 Penalty: 3335.309082
	Iteration 72Q: 3 clusters Score -2901252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -2901259.250000 Penalty: 3335.309082
	Iteration 73Q: 3 clusters Score -2901259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -2901261.250000 Penalty: 3335.309082
	Iteration 74Q: 3 clusters Score -2901261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -2901259.000000 Penalty: 3335.309082
	Iteration 75Q: 3 clusters Score -2901259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -2901265.000000 Penalty: 3335.309082
	Iteration 76Q: 3 clusters Score -2901265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -2901264.250000 Penalty: 3335.309082
	Iteration 77Q: 3 clusters Score -2901264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2901264.500000 Penalty: 3335.309082
	Iteration 78Q: 3 clusters Score -2901264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2901264.250000 Penalty: 3335.309082
	Iteration 79Q: 3 clusters Score -2901264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -2901266.750000 Penalty: 3335.309082
	Iteration 80F: 3 clusters Score -2901267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2901266.250000 Penalty: 3335.309082
	Iteration 81Q: 3 clusters Score -2901266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2901266.250000 Penalty: 3335.309082
	Iteration 82F: 3 clusters Score -2901266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -353614.750000 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -353614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -350544.750000 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -350544.8 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -351347.406250 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -351347.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -351571.375000 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -351571.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -351783.343750 Penalty: 2662.765137
	Iteration 3F: 3 clusters Score -351783.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -351953.593750 Penalty: 2662.765137
	Iteration 4F: 3 clusters Score -351953.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -352121.531250 Penalty: 2662.765137
	Iteration 5F: 3 clusters Score -352121.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -352288.031250 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -352288 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -352455.656250 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -352455.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352618.500000 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -352618.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -352759.906250 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -352759.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -352831.250000 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -352831.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -352873.687500 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -352873.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -352900.937500 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -352900.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -352919.250000 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -352919.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -352929.843750 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -352929.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -352935.531250 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -352935.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -352941.843750 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -352941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -352951.250000 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -352951.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -352962.250000 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -352962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -352965.156250 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -352965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -352968.375000 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -352968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -352970.562500 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -352970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -352972.937500 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -352972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -352974.500000 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -352974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -352975.000000 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -352975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -352976.468750 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -352976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -352978.781250 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -352978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -352979.937500 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -352979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -352981.156250 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -352981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -352983.312500 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -352983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -352983.937500 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -352983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -352983.937500 Penalty: 2662.765137
	Iteration 31F: 3 clusters Score -352983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Entering Unmasked Estep 
Score: -810883.187500 Penalty: 1459.011841
	Iteration 0F: 2 clusters Score -810883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -805029.312500 Penalty: 2918.023682
	Iteration 0F: 3 clusters Score -805029.3 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -806903.375000 Penalty: 2918.023682
	Iteration 1F: 3 clusters Score -806903.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -807265.687500 Penalty: 2918.023682
	Iteration 2F: 3 clusters Score -807265.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -807551.562500 Penalty: 2918.023682
	Iteration 3F: 3 clusters Score -807551.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -807856.687500 Penalty: 2918.023682
	Iteration 4F: 3 clusters Score -807856.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -808218.750000 Penalty: 2918.023682
	Iteration 5F: 3 clusters Score -808218.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -808671.062500 Penalty: 2918.023682
	Iteration 6F: 3 clusters Score -808671.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -809179.812500 Penalty: 2918.023682
	Iteration 7F: 3 clusters Score -809179.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -809590.062500 Penalty: 2918.023682
	Iteration 8F: 3 clusters Score -809590.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -809884.062500 Penalty: 2918.023682
	Iteration 9Q: 3 clusters Score -809884.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -810095.062500 Penalty: 2918.023682
	Iteration 10Q: 3 clusters Score -810095.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -810244.000000 Penalty: 2918.023682
	Iteration 11Q: 3 clusters Score -810244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -810364.562500 Penalty: 2918.023682
	Iteration 12Q: 3 clusters Score -810364.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -810430.312500 Penalty: 2918.023682
	Iteration 13Q: 3 clusters Score -810430.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -810466.875000 Penalty: 2918.023682
	Iteration 14Q: 3 clusters Score -810466.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -810488.375000 Penalty: 2918.023682
	Iteration 15Q: 3 clusters Score -810488.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -810498.937500 Penalty: 2918.023682
	Iteration 16Q: 3 clusters Score -810498.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -810506.000000 Penalty: 2918.023682
	Iteration 17Q: 3 clusters Score -810506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -810505.312500 Penalty: 2918.023682
	Iteration 18Q: 3 clusters Score -810505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -810509.187500 Penalty: 2918.023682
	Iteration 19Q: 3 clusters Score -810509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -810510.500000 Penalty: 2918.023682
	Iteration 20F: 3 clusters Score -810510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -810511.437500 Penalty: 2918.023682
	Iteration 21Q: 3 clusters Score -810511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -810512.875000 Penalty: 2918.023682
	Iteration 22Q: 3 clusters Score -810512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -810512.500000 Penalty: 2918.023682
	Iteration 23Q: 3 clusters Score -810512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -810513.125000 Penalty: 2918.023682
	Iteration 24Q: 3 clusters Score -810513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -810513.187500 Penalty: 2918.023682
	Iteration 25Q: 3 clusters Score -810513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -810515.125000 Penalty: 2918.023682
	Iteration 26Q: 3 clusters Score -810515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -810515.125000 Penalty: 2918.023682
	Iteration 27F: 3 clusters Score -810515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Entering Unmasked Estep 
Score: -1115010.000000 Penalty: 1516.957153
	Iteration 0F: 2 clusters Score -1115010 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 5634 members 
Entering Unmasked Estep 
Score: -1106996.125000 Penalty: 3033.914307
	Iteration 0F: 3 clusters Score -1106996 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1109774.125000 Penalty: 3033.914307
	Iteration 1F: 3 clusters Score -1109774 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1110146.000000 Penalty: 3033.914307
	Iteration 2F: 3 clusters Score -1110146 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1110463.125000 Penalty: 3033.914307
	Iteration 3F: 3 clusters Score -1110463 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1110754.000000 Penalty: 3033.914307
	Iteration 4Q: 3 clusters Score -1110754 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1111041.250000 Penalty: 3033.914307
	Iteration 5Q: 3 clusters Score -1111041 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1111307.000000 Penalty: 3033.914307
	Iteration 6Q: 3 clusters Score -1111307 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1111555.750000 Penalty: 3033.914307
	Iteration 7Q: 3 clusters Score -1111556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1111760.250000 Penalty: 3033.914307
	Iteration 8Q: 3 clusters Score -1111760 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1111969.125000 Penalty: 3033.914307
	Iteration 9Q: 3 clusters Score -1111969 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1112202.000000 Penalty: 3033.914307
	Iteration 10Q: 3 clusters Score -1112202 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1112424.500000 Penalty: 3033.914307
	Iteration 11Q: 3 clusters Score -1112424 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1112629.750000 Penalty: 3033.914307
	Iteration 12Q: 3 clusters Score -1112630 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1112834.000000 Penalty: 3033.914307
	Iteration 13Q: 3 clusters Score -1112834 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1112998.000000 Penalty: 3033.914307
	Iteration 14Q: 3 clusters Score -1112998 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1113121.250000 Penalty: 3033.914307
	Iteration 15Q: 3 clusters Score -1113121 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1113189.375000 Penalty: 3033.914307
	Iteration 16Q: 3 clusters Score -1113189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1113229.875000 Penalty: 3033.914307
	Iteration 17Q: 3 clusters Score -1113230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1113258.625000 Penalty: 3033.914307
	Iteration 18Q: 3 clusters Score -1113259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1113274.250000 Penalty: 3033.914307
	Iteration 19Q: 3 clusters Score -1113274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1113299.875000 Penalty: 3033.914307
	Iteration 20F: 3 clusters Score -1113300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1113315.500000 Penalty: 3033.914307
	Iteration 21Q: 3 clusters Score -1113316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1113335.375000 Penalty: 3033.914307
	Iteration 22Q: 3 clusters Score -1113335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1113360.625000 Penalty: 3033.914307
	Iteration 23Q: 3 clusters Score -1113361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1113382.375000 Penalty: 3033.914307
	Iteration 24Q: 3 clusters Score -1113382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1113408.500000 Penalty: 3033.914307
	Iteration 25Q: 3 clusters Score -1113408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1113426.750000 Penalty: 3033.914307
	Iteration 26Q: 3 clusters Score -1113427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1113447.750000 Penalty: 3033.914307
	Iteration 27Q: 3 clusters Score -1113448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1113470.000000 Penalty: 3033.914307
	Iteration 28Q: 3 clusters Score -1113470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1113487.375000 Penalty: 3033.914307
	Iteration 29Q: 3 clusters Score -1113487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1113515.500000 Penalty: 3033.914307
	Iteration 30Q: 3 clusters Score -1113516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1113542.500000 Penalty: 3033.914307
	Iteration 31Q: 3 clusters Score -1113542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1113575.375000 Penalty: 3033.914307
	Iteration 32Q: 3 clusters Score -1113575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1113609.000000 Penalty: 3033.914307
	Iteration 33Q: 3 clusters Score -1113609 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1113652.125000 Penalty: 3033.914307
	Iteration 34Q: 3 clusters Score -1113652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1113681.500000 Penalty: 3033.914307
	Iteration 35Q: 3 clusters Score -1113682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1113704.250000 Penalty: 3033.914307
	Iteration 36Q: 3 clusters Score -1113704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1113722.250000 Penalty: 3033.914307
	Iteration 37Q: 3 clusters Score -1113722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1113736.125000 Penalty: 3033.914307
	Iteration 38Q: 3 clusters Score -1113736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1113749.125000 Penalty: 3033.914307
	Iteration 39Q: 3 clusters Score -1113749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1113770.500000 Penalty: 3033.914307
	Iteration 40F: 3 clusters Score -1113770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1113790.750000 Penalty: 3033.914307
	Iteration 41Q: 3 clusters Score -1113791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1113802.625000 Penalty: 3033.914307
	Iteration 42Q: 3 clusters Score -1113803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1113815.625000 Penalty: 3033.914307
	Iteration 43Q: 3 clusters Score -1113816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1113829.625000 Penalty: 3033.914307
	Iteration 44Q: 3 clusters Score -1113830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1113846.625000 Penalty: 3033.914307
	Iteration 45Q: 3 clusters Score -1113847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1113857.125000 Penalty: 3033.914307
	Iteration 46Q: 3 clusters Score -1113857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1113869.875000 Penalty: 3033.914307
	Iteration 47Q: 3 clusters Score -1113870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1113884.375000 Penalty: 3033.914307
	Iteration 48Q: 3 clusters Score -1113884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1113901.125000 Penalty: 3033.914307
	Iteration 49Q: 3 clusters Score -1113901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1113921.625000 Penalty: 3033.914307
	Iteration 50Q: 3 clusters Score -1113922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1113932.625000 Penalty: 3033.914307
	Iteration 51Q: 3 clusters Score -1113933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1113941.750000 Penalty: 3033.914307
	Iteration 52Q: 3 clusters Score -1113942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1113953.375000 Penalty: 3033.914307
	Iteration 53Q: 3 clusters Score -1113953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1113957.625000 Penalty: 3033.914307
	Iteration 54Q: 3 clusters Score -1113958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1113964.875000 Penalty: 3033.914307
	Iteration 55Q: 3 clusters Score -1113965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1113969.125000 Penalty: 3033.914307
	Iteration 56Q: 3 clusters Score -1113969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1113973.625000 Penalty: 3033.914307
	Iteration 57Q: 3 clusters Score -1113974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1113984.000000 Penalty: 3033.914307
	Iteration 58Q: 3 clusters Score -1113984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1113992.625000 Penalty: 3033.914307
	Iteration 59Q: 3 clusters Score -1113993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1114002.250000 Penalty: 3033.914307
	Iteration 60F: 3 clusters Score -1114002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1114003.875000 Penalty: 3033.914307
	Iteration 61Q: 3 clusters Score -1114004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1114008.875000 Penalty: 3033.914307
	Iteration 62Q: 3 clusters Score -1114009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1114015.125000 Penalty: 3033.914307
	Iteration 63Q: 3 clusters Score -1114015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1114017.750000 Penalty: 3033.914307
	Iteration 64Q: 3 clusters Score -1114018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1114022.875000 Penalty: 3033.914307
	Iteration 65Q: 3 clusters Score -1114023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1114026.500000 Penalty: 3033.914307
	Iteration 66Q: 3 clusters Score -1114026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1114027.500000 Penalty: 3033.914307
	Iteration 67Q: 3 clusters Score -1114028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1114034.000000 Penalty: 3033.914307
	Iteration 68Q: 3 clusters Score -1114034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1114040.375000 Penalty: 3033.914307
	Iteration 69Q: 3 clusters Score -1114040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1114047.000000 Penalty: 3033.914307
	Iteration 70Q: 3 clusters Score -1114047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1114059.000000 Penalty: 3033.914307
	Iteration 71Q: 3 clusters Score -1114059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1114066.875000 Penalty: 3033.914307
	Iteration 72Q: 3 clusters Score -1114067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1114076.500000 Penalty: 3033.914307
	Iteration 73Q: 3 clusters Score -1114076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1114083.250000 Penalty: 3033.914307
	Iteration 74Q: 3 clusters Score -1114083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1114088.625000 Penalty: 3033.914307
	Iteration 75Q: 3 clusters Score -1114089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1114094.875000 Penalty: 3033.914307
	Iteration 76Q: 3 clusters Score -1114095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1114103.625000 Penalty: 3033.914307
	Iteration 77Q: 3 clusters Score -1114104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1114110.500000 Penalty: 3033.914307
	Iteration 78Q: 3 clusters Score -1114110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1114137.250000 Penalty: 3033.914307
	Iteration 79Q: 3 clusters Score -1114137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1114180.250000 Penalty: 3033.914307
	Iteration 80F: 3 clusters Score -1114180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1114228.250000 Penalty: 3033.914307
	Iteration 81Q: 3 clusters Score -1114228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1114264.875000 Penalty: 3033.914307
	Iteration 82Q: 3 clusters Score -1114265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1114284.250000 Penalty: 3033.914307
	Iteration 83Q: 3 clusters Score -1114284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1114296.625000 Penalty: 3033.914307
	Iteration 84Q: 3 clusters Score -1114297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1114307.250000 Penalty: 3033.914307
	Iteration 85Q: 3 clusters Score -1114307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1114312.500000 Penalty: 3033.914307
	Iteration 86Q: 3 clusters Score -1114312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1114317.500000 Penalty: 3033.914307
	Iteration 87Q: 3 clusters Score -1114318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1114320.375000 Penalty: 3033.914307
	Iteration 88Q: 3 clusters Score -1114320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1114319.625000 Penalty: 3033.914307
	Iteration 89Q: 3 clusters Score -1114320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1114322.750000 Penalty: 3033.914307
	Iteration 90Q: 3 clusters Score -1114323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1114322.375000 Penalty: 3033.914307
	Iteration 91Q: 3 clusters Score -1114322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1114323.000000 Penalty: 3033.914307
	Iteration 92Q: 3 clusters Score -1114323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1114323.000000 Penalty: 3033.914307
	Iteration 93F: 3 clusters Score -1114323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Entering Unmasked Estep 
Score: -577292.812500 Penalty: 1408.190186
	Iteration 0F: 2 clusters Score -577292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -572825.062500 Penalty: 2816.380371
	Iteration 0F: 3 clusters Score -572825.1 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -574139.812500 Penalty: 2816.380371
	Iteration 1F: 3 clusters Score -574139.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -574385.875000 Penalty: 2816.380371
	Iteration 2F: 3 clusters Score -574385.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -574563.437500 Penalty: 2816.380371
	Iteration 3F: 3 clusters Score -574563.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -574695.812500 Penalty: 2816.380371
	Iteration 4Q: 3 clusters Score -574695.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -574805.562500 Penalty: 2816.380371
	Iteration 5Q: 3 clusters Score -574805.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -574891.312500 Penalty: 2816.380371
	Iteration 6Q: 3 clusters Score -574891.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -574986.000000 Penalty: 2816.380371
	Iteration 7Q: 3 clusters Score -574986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -575091.812500 Penalty: 2816.380371
	Iteration 8Q: 3 clusters Score -575091.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -575219.000000 Penalty: 2816.380371
	Iteration 9Q: 3 clusters Score -575219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -575340.625000 Penalty: 2816.380371
	Iteration 10Q: 3 clusters Score -575340.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -575466.000000 Penalty: 2816.380371
	Iteration 11Q: 3 clusters Score -575466 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -575581.250000 Penalty: 2816.380371
	Iteration 12Q: 3 clusters Score -575581.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -575677.875000 Penalty: 2816.380371
	Iteration 13Q: 3 clusters Score -575677.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -575774.812500 Penalty: 2816.380371
	Iteration 14Q: 3 clusters Score -575774.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -575860.812500 Penalty: 2816.380371
	Iteration 15Q: 3 clusters Score -575860.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -575913.000000 Penalty: 2816.380371
	Iteration 16Q: 3 clusters Score -575913 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -575942.000000 Penalty: 2816.380371
	Iteration 17Q: 3 clusters Score -575942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -575966.187500 Penalty: 2816.380371
	Iteration 18Q: 3 clusters Score -575966.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -575983.625000 Penalty: 2816.380371
	Iteration 19Q: 3 clusters Score -575983.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -576000.625000 Penalty: 2816.380371
	Iteration 20F: 3 clusters Score -576000.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -576012.437500 Penalty: 2816.380371
	Iteration 21Q: 3 clusters Score -576012.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -576020.812500 Penalty: 2816.380371
	Iteration 22Q: 3 clusters Score -576020.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -576030.062500 Penalty: 2816.380371
	Iteration 23Q: 3 clusters Score -576030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -576038.187500 Penalty: 2816.380371
	Iteration 24Q: 3 clusters Score -576038.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -576045.687500 Penalty: 2816.380371
	Iteration 25Q: 3 clusters Score -576045.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -576056.500000 Penalty: 2816.380371
	Iteration 26Q: 3 clusters Score -576056.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -576066.187500 Penalty: 2816.380371
	Iteration 27Q: 3 clusters Score -576066.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -576076.875000 Penalty: 2816.380371
	Iteration 28Q: 3 clusters Score -576076.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -576087.937500 Penalty: 2816.380371
	Iteration 29Q: 3 clusters Score -576087.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -576096.312500 Penalty: 2816.380371
	Iteration 30Q: 3 clusters Score -576096.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -576100.187500 Penalty: 2816.380371
	Iteration 31Q: 3 clusters Score -576100.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -576105.687500 Penalty: 2816.380371
	Iteration 32Q: 3 clusters Score -576105.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -576112.250000 Penalty: 2816.380371
	Iteration 33Q: 3 clusters Score -576112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -576119.750000 Penalty: 2816.380371
	Iteration 34Q: 3 clusters Score -576119.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -576125.125000 Penalty: 2816.380371
	Iteration 35Q: 3 clusters Score -576125.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -576130.375000 Penalty: 2816.380371
	Iteration 36Q: 3 clusters Score -576130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -576132.875000 Penalty: 2816.380371
	Iteration 37Q: 3 clusters Score -576132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -576134.937500 Penalty: 2816.380371
	Iteration 38Q: 3 clusters Score -576134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -576138.687500 Penalty: 2816.380371
	Iteration 39Q: 3 clusters Score -576138.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -576145.187500 Penalty: 2816.380371
	Iteration 40F: 3 clusters Score -576145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -576149.000000 Penalty: 2816.380371
	Iteration 41Q: 3 clusters Score -576149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -576153.562500 Penalty: 2816.380371
	Iteration 42Q: 3 clusters Score -576153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -576159.187500 Penalty: 2816.380371
	Iteration 43Q: 3 clusters Score -576159.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -576166.062500 Penalty: 2816.380371
	Iteration 44Q: 3 clusters Score -576166.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -576177.375000 Penalty: 2816.380371
	Iteration 45Q: 3 clusters Score -576177.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -576187.125000 Penalty: 2816.380371
	Iteration 46Q: 3 clusters Score -576187.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -576195.125000 Penalty: 2816.380371
	Iteration 47Q: 3 clusters Score -576195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -576207.062500 Penalty: 2816.380371
	Iteration 48Q: 3 clusters Score -576207.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -576221.625000 Penalty: 2816.380371
	Iteration 49Q: 3 clusters Score -576221.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -576247.812500 Penalty: 2816.380371
	Iteration 50Q: 3 clusters Score -576247.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -576291.812500 Penalty: 2816.380371
	Iteration 51Q: 3 clusters Score -576291.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -576324.812500 Penalty: 2816.380371
	Iteration 52Q: 3 clusters Score -576324.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -576364.687500 Penalty: 2816.380371
	Iteration 53Q: 3 clusters Score -576364.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -576387.062500 Penalty: 2816.380371
	Iteration 54Q: 3 clusters Score -576387.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -576400.500000 Penalty: 2816.380371
	Iteration 55Q: 3 clusters Score -576400.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -576407.812500 Penalty: 2816.380371
	Iteration 56Q: 3 clusters Score -576407.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -576415.875000 Penalty: 2816.380371
	Iteration 57Q: 3 clusters Score -576415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -576417.125000 Penalty: 2816.380371
	Iteration 58Q: 3 clusters Score -576417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -576418.125000 Penalty: 2816.380371
	Iteration 59Q: 3 clusters Score -576418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -576418.562500 Penalty: 2816.380371
	Iteration 60F: 3 clusters Score -576418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -576419.875000 Penalty: 2816.380371
	Iteration 61Q: 3 clusters Score -576419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -576419.875000 Penalty: 2816.380371
	Iteration 62F: 3 clusters Score -576419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Entering Unmasked Estep 
Score: -1359351.750000 Penalty: 1547.373901
	Iteration 0F: 2 clusters Score -1359352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1349833.375000 Penalty: 3094.747803
	Iteration 0F: 3 clusters Score -1349833 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1353210.000000 Penalty: 3094.747803
	Iteration 1F: 3 clusters Score -1353210 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1353649.000000 Penalty: 3094.747803
	Iteration 2F: 3 clusters Score -1353649 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1354159.500000 Penalty: 3094.747803
	Iteration 3F: 3 clusters Score -1354160 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1354735.625000 Penalty: 3094.747803
	Iteration 4F: 3 clusters Score -1354736 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1355247.750000 Penalty: 3094.747803
	Iteration 5F: 3 clusters Score -1355248 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1355649.375000 Penalty: 3094.747803
	Iteration 6F: 3 clusters Score -1355649 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1355990.000000 Penalty: 3094.747803
	Iteration 7Q: 3 clusters Score -1355990 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1356296.500000 Penalty: 3094.747803
	Iteration 8Q: 3 clusters Score -1356296 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1356607.250000 Penalty: 3094.747803
	Iteration 9Q: 3 clusters Score -1356607 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1356965.250000 Penalty: 3094.747803
	Iteration 10Q: 3 clusters Score -1356965 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1357296.250000 Penalty: 3094.747803
	Iteration 11Q: 3 clusters Score -1357296 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1357515.875000 Penalty: 3094.747803
	Iteration 12Q: 3 clusters Score -1357516 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1357682.125000 Penalty: 3094.747803
	Iteration 13Q: 3 clusters Score -1357682 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1357820.000000 Penalty: 3094.747803
	Iteration 14Q: 3 clusters Score -1357820 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1357945.250000 Penalty: 3094.747803
	Iteration 15Q: 3 clusters Score -1357945 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1358043.000000 Penalty: 3094.747803
	Iteration 16Q: 3 clusters Score -1358043 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1358107.250000 Penalty: 3094.747803
	Iteration 17Q: 3 clusters Score -1358107 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1358152.125000 Penalty: 3094.747803
	Iteration 18Q: 3 clusters Score -1358152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1358188.000000 Penalty: 3094.747803
	Iteration 19Q: 3 clusters Score -1358188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1358213.750000 Penalty: 3094.747803
	Iteration 20F: 3 clusters Score -1358214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1358239.250000 Penalty: 3094.747803
	Iteration 21Q: 3 clusters Score -1358239 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1358257.625000 Penalty: 3094.747803
	Iteration 22Q: 3 clusters Score -1358258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1358280.125000 Penalty: 3094.747803
	Iteration 23Q: 3 clusters Score -1358280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1358301.500000 Penalty: 3094.747803
	Iteration 24Q: 3 clusters Score -1358302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1358328.625000 Penalty: 3094.747803
	Iteration 25Q: 3 clusters Score -1358329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1358342.250000 Penalty: 3094.747803
	Iteration 26Q: 3 clusters Score -1358342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1358364.000000 Penalty: 3094.747803
	Iteration 27Q: 3 clusters Score -1358364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1358385.500000 Penalty: 3094.747803
	Iteration 28Q: 3 clusters Score -1358386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1358404.750000 Penalty: 3094.747803
	Iteration 29Q: 3 clusters Score -1358405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1358417.250000 Penalty: 3094.747803
	Iteration 30Q: 3 clusters Score -1358417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1358430.750000 Penalty: 3094.747803
	Iteration 31Q: 3 clusters Score -1358431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1358449.000000 Penalty: 3094.747803
	Iteration 32Q: 3 clusters Score -1358449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1358468.250000 Penalty: 3094.747803
	Iteration 33Q: 3 clusters Score -1358468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1358479.250000 Penalty: 3094.747803
	Iteration 34Q: 3 clusters Score -1358479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1358487.500000 Penalty: 3094.747803
	Iteration 35Q: 3 clusters Score -1358488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1358492.500000 Penalty: 3094.747803
	Iteration 36Q: 3 clusters Score -1358492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1358499.000000 Penalty: 3094.747803
	Iteration 37Q: 3 clusters Score -1358499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1358503.875000 Penalty: 3094.747803
	Iteration 38Q: 3 clusters Score -1358504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1358506.500000 Penalty: 3094.747803
	Iteration 39Q: 3 clusters Score -1358506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1358513.500000 Penalty: 3094.747803
	Iteration 40F: 3 clusters Score -1358514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1358516.750000 Penalty: 3094.747803
	Iteration 41Q: 3 clusters Score -1358517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1358522.750000 Penalty: 3094.747803
	Iteration 42Q: 3 clusters Score -1358523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1358531.625000 Penalty: 3094.747803
	Iteration 43Q: 3 clusters Score -1358532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1358529.875000 Penalty: 3094.747803
	Iteration 44Q: 3 clusters Score -1358530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1358540.500000 Penalty: 3094.747803
	Iteration 45Q: 3 clusters Score -1358540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1358542.875000 Penalty: 3094.747803
	Iteration 46Q: 3 clusters Score -1358543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1358548.125000 Penalty: 3094.747803
	Iteration 47Q: 3 clusters Score -1358548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1358551.500000 Penalty: 3094.747803
	Iteration 48Q: 3 clusters Score -1358552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1358556.875000 Penalty: 3094.747803
	Iteration 49Q: 3 clusters Score -1358557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1358554.875000 Penalty: 3094.747803
	Iteration 50Q: 3 clusters Score -1358555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1358552.375000 Penalty: 3094.747803
	Iteration 51Q: 3 clusters Score -1358552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1358555.625000 Penalty: 3094.747803
	Iteration 52Q: 3 clusters Score -1358556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1358556.500000 Penalty: 3094.747803
	Iteration 53Q: 3 clusters Score -1358556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1358554.625000 Penalty: 3094.747803
	Iteration 54Q: 3 clusters Score -1358555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1358560.000000 Penalty: 3094.747803
	Iteration 55Q: 3 clusters Score -1358560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1358564.500000 Penalty: 3094.747803
	Iteration 56Q: 3 clusters Score -1358564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1358561.500000 Penalty: 3094.747803
	Iteration 57Q: 3 clusters Score -1358562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1358561.375000 Penalty: 3094.747803
	Iteration 58Q: 3 clusters Score -1358561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1358562.750000 Penalty: 3094.747803
	Iteration 59Q: 3 clusters Score -1358563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1358565.750000 Penalty: 3094.747803
	Iteration 60F: 3 clusters Score -1358566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1358567.500000 Penalty: 3094.747803
	Iteration 61Q: 3 clusters Score -1358568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1358571.250000 Penalty: 3094.747803
	Iteration 62Q: 3 clusters Score -1358571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1358570.000000 Penalty: 3094.747803
	Iteration 63Q: 3 clusters Score -1358570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1358571.625000 Penalty: 3094.747803
	Iteration 64Q: 3 clusters Score -1358572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1358569.500000 Penalty: 3094.747803
	Iteration 65Q: 3 clusters Score -1358570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1358570.875000 Penalty: 3094.747803
	Iteration 66Q: 3 clusters Score -1358571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1358570.625000 Penalty: 3094.747803
	Iteration 67Q: 3 clusters Score -1358571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1358571.750000 Penalty: 3094.747803
	Iteration 68Q: 3 clusters Score -1358572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1358574.500000 Penalty: 3094.747803
	Iteration 69Q: 3 clusters Score -1358574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1358574.625000 Penalty: 3094.747803
	Iteration 70Q: 3 clusters Score -1358575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1358576.125000 Penalty: 3094.747803
	Iteration 71Q: 3 clusters Score -1358576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1358574.000000 Penalty: 3094.747803
	Iteration 72Q: 3 clusters Score -1358574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1358578.375000 Penalty: 3094.747803
	Iteration 73Q: 3 clusters Score -1358578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1358576.750000 Penalty: 3094.747803
	Iteration 74Q: 3 clusters Score -1358577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1358577.500000 Penalty: 3094.747803
	Iteration 75Q: 3 clusters Score -1358578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1358579.000000 Penalty: 3094.747803
	Iteration 76Q: 3 clusters Score -1358579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1358579.250000 Penalty: 3094.747803
	Iteration 77Q: 3 clusters Score -1358579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1358578.375000 Penalty: 3094.747803
	Iteration 78Q: 3 clusters Score -1358578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1358578.375000 Penalty: 3094.747803
	Iteration 79F: 3 clusters Score -1358578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -459641.843750 Penalty: 1369.537842
	Iteration 0F: 2 clusters Score -459641.8 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 2280 members 
Entering Unmasked Estep 
Score: -455956.406250 Penalty: 2739.075684
	Iteration 0F: 3 clusters Score -455956.4 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -456938.906250 Penalty: 2739.075684
	Iteration 1F: 3 clusters Score -456938.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -457140.687500 Penalty: 2739.075684
	Iteration 2F: 3 clusters Score -457140.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -457293.375000 Penalty: 2739.075684
	Iteration 3F: 3 clusters Score -457293.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -457424.000000 Penalty: 2739.075684
	Iteration 4Q: 3 clusters Score -457424 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -457536.562500 Penalty: 2739.075684
	Iteration 5Q: 3 clusters Score -457536.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -457634.750000 Penalty: 2739.075684
	Iteration 6Q: 3 clusters Score -457634.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -457721.750000 Penalty: 2739.075684
	Iteration 7Q: 3 clusters Score -457721.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -457797.312500 Penalty: 2739.075684
	Iteration 8Q: 3 clusters Score -457797.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -457884.031250 Penalty: 2739.075684
	Iteration 9Q: 3 clusters Score -457884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -457953.843750 Penalty: 2739.075684
	Iteration 10Q: 3 clusters Score -457953.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -458023.031250 Penalty: 2739.075684
	Iteration 11Q: 3 clusters Score -458023 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -458084.062500 Penalty: 2739.075684
	Iteration 12Q: 3 clusters Score -458084.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -458138.312500 Penalty: 2739.075684
	Iteration 13Q: 3 clusters Score -458138.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -458186.687500 Penalty: 2739.075684
	Iteration 14Q: 3 clusters Score -458186.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -458243.781250 Penalty: 2739.075684
	Iteration 15Q: 3 clusters Score -458243.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -458286.062500 Penalty: 2739.075684
	Iteration 16Q: 3 clusters Score -458286.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -458331.156250 Penalty: 2739.075684
	Iteration 17Q: 3 clusters Score -458331.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -458393.031250 Penalty: 2739.075684
	Iteration 18Q: 3 clusters Score -458393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -458453.937500 Penalty: 2739.075684
	Iteration 19Q: 3 clusters Score -458453.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -458516.781250 Penalty: 2739.075684
	Iteration 20F: 3 clusters Score -458516.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -458571.718750 Penalty: 2739.075684
	Iteration 21Q: 3 clusters Score -458571.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -458627.531250 Penalty: 2739.075684
	Iteration 22Q: 3 clusters Score -458627.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -458668.000000 Penalty: 2739.075684
	Iteration 23Q: 3 clusters Score -458668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -458695.593750 Penalty: 2739.075684
	Iteration 24Q: 3 clusters Score -458695.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -458725.937500 Penalty: 2739.075684
	Iteration 25Q: 3 clusters Score -458725.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -458759.250000 Penalty: 2739.075684
	Iteration 26Q: 3 clusters Score -458759.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -458785.875000 Penalty: 2739.075684
	Iteration 27Q: 3 clusters Score -458785.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -458802.031250 Penalty: 2739.075684
	Iteration 28Q: 3 clusters Score -458802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -458809.562500 Penalty: 2739.075684
	Iteration 29Q: 3 clusters Score -458809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -458815.718750 Penalty: 2739.075684
	Iteration 30Q: 3 clusters Score -458815.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -458819.968750 Penalty: 2739.075684
	Iteration 31Q: 3 clusters Score -458820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -458820.781250 Penalty: 2739.075684
	Iteration 32Q: 3 clusters Score -458820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -458821.093750 Penalty: 2739.075684
	Iteration 33Q: 3 clusters Score -458821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -458823.156250 Penalty: 2739.075684
	Iteration 34Q: 3 clusters Score -458823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -458824.375000 Penalty: 2739.075684
	Iteration 35Q: 3 clusters Score -458824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -458825.531250 Penalty: 2739.075684
	Iteration 36Q: 3 clusters Score -458825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -458827.250000 Penalty: 2739.075684
	Iteration 37Q: 3 clusters Score -458827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -458827.187500 Penalty: 2739.075684
	Iteration 38Q: 3 clusters Score -458827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -458827.687500 Penalty: 2739.075684
	Iteration 39Q: 3 clusters Score -458827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -458828.531250 Penalty: 2739.075684
	Iteration 40F: 3 clusters Score -458828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -458829.781250 Penalty: 2739.075684
	Iteration 41Q: 3 clusters Score -458829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -458829.312500 Penalty: 2739.075684
	Iteration 42Q: 3 clusters Score -458829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -458829.343750 Penalty: 2739.075684
	Iteration 43Q: 3 clusters Score -458829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -458829.125000 Penalty: 2739.075684
	Iteration 44Q: 3 clusters Score -458829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -458830.062500 Penalty: 2739.075684
	Iteration 45Q: 3 clusters Score -458830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -458830.062500 Penalty: 2739.075684
	Iteration 46F: 3 clusters Score -458830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -265139.500000 Penalty: 1282.037109
	Iteration 0F: 2 clusters Score -265139.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -262636.656250 Penalty: 2564.074219
	Iteration 0F: 3 clusters Score -262636.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -263257.437500 Penalty: 2564.074219
	Iteration 1F: 3 clusters Score -263257.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263453.531250 Penalty: 2564.074219
	Iteration 2F: 3 clusters Score -263453.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263569.718750 Penalty: 2564.074219
	Iteration 3F: 3 clusters Score -263569.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -263649.750000 Penalty: 2564.074219
	Iteration 4Q: 3 clusters Score -263649.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263723.906250 Penalty: 2564.074219
	Iteration 5Q: 3 clusters Score -263723.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -263768.750000 Penalty: 2564.074219
	Iteration 6Q: 3 clusters Score -263768.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -263801.250000 Penalty: 2564.074219
	Iteration 7Q: 3 clusters Score -263801.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263822.937500 Penalty: 2564.074219
	Iteration 8Q: 3 clusters Score -263822.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -263847.656250 Penalty: 2564.074219
	Iteration 9Q: 3 clusters Score -263847.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -263868.281250 Penalty: 2564.074219
	Iteration 10Q: 3 clusters Score -263868.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263887.437500 Penalty: 2564.074219
	Iteration 11Q: 3 clusters Score -263887.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -263908.187500 Penalty: 2564.074219
	Iteration 12Q: 3 clusters Score -263908.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263928.562500 Penalty: 2564.074219
	Iteration 13Q: 3 clusters Score -263928.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -263948.125000 Penalty: 2564.074219
	Iteration 14Q: 3 clusters Score -263948.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -263970.468750 Penalty: 2564.074219
	Iteration 15Q: 3 clusters Score -263970.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -263996.093750 Penalty: 2564.074219
	Iteration 16Q: 3 clusters Score -263996.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264011.125000 Penalty: 2564.074219
	Iteration 17Q: 3 clusters Score -264011.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -264022.937500 Penalty: 2564.074219
	Iteration 18Q: 3 clusters Score -264022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -264031.906250 Penalty: 2564.074219
	Iteration 19Q: 3 clusters Score -264031.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -264041.625000 Penalty: 2564.074219
	Iteration 20F: 3 clusters Score -264041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -264052.093750 Penalty: 2564.074219
	Iteration 21Q: 3 clusters Score -264052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -264059.625000 Penalty: 2564.074219
	Iteration 22Q: 3 clusters Score -264059.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -264070.375000 Penalty: 2564.074219
	Iteration 23Q: 3 clusters Score -264070.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -264080.406250 Penalty: 2564.074219
	Iteration 24Q: 3 clusters Score -264080.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264092.968750 Penalty: 2564.074219
	Iteration 25Q: 3 clusters Score -264093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264104.812500 Penalty: 2564.074219
	Iteration 26Q: 3 clusters Score -264104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -264116.375000 Penalty: 2564.074219
	Iteration 27Q: 3 clusters Score -264116.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264127.625000 Penalty: 2564.074219
	Iteration 28Q: 3 clusters Score -264127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264137.000000 Penalty: 2564.074219
	Iteration 29Q: 3 clusters Score -264137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264148.718750 Penalty: 2564.074219
	Iteration 30Q: 3 clusters Score -264148.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -264171.312500 Penalty: 2564.074219
	Iteration 31Q: 3 clusters Score -264171.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -264199.875000 Penalty: 2564.074219
	Iteration 32Q: 3 clusters Score -264199.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -264231.500000 Penalty: 2564.074219
	Iteration 33Q: 3 clusters Score -264231.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264254.531250 Penalty: 2564.074219
	Iteration 34Q: 3 clusters Score -264254.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -264272.375000 Penalty: 2564.074219
	Iteration 35Q: 3 clusters Score -264272.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -264293.906250 Penalty: 2564.074219
	Iteration 36Q: 3 clusters Score -264293.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264317.500000 Penalty: 2564.074219
	Iteration 37Q: 3 clusters Score -264317.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264332.062500 Penalty: 2564.074219
	Iteration 38Q: 3 clusters Score -264332.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -264346.062500 Penalty: 2564.074219
	Iteration 39Q: 3 clusters Score -264346.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -264361.937500 Penalty: 2564.074219
	Iteration 40F: 3 clusters Score -264361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -264380.437500 Penalty: 2564.074219
	Iteration 41Q: 3 clusters Score -264380.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -264388.781250 Penalty: 2564.074219
	Iteration 42Q: 3 clusters Score -264388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -264393.593750 Penalty: 2564.074219
	Iteration 43Q: 3 clusters Score -264393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -264395.937500 Penalty: 2564.074219
	Iteration 44Q: 3 clusters Score -264395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -264399.375000 Penalty: 2564.074219
	Iteration 45Q: 3 clusters Score -264399.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -264402.687500 Penalty: 2564.074219
	Iteration 46Q: 3 clusters Score -264402.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264403.812500 Penalty: 2564.074219
	Iteration 47Q: 3 clusters Score -264403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -264405.687500 Penalty: 2564.074219
	Iteration 48Q: 3 clusters Score -264405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264408.875000 Penalty: 2564.074219
	Iteration 49Q: 3 clusters Score -264408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264411.531250 Penalty: 2564.074219
	Iteration 50Q: 3 clusters Score -264411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -264415.531250 Penalty: 2564.074219
	Iteration 51Q: 3 clusters Score -264415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -264422.812500 Penalty: 2564.074219
	Iteration 52Q: 3 clusters Score -264422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -264428.250000 Penalty: 2564.074219
	Iteration 53Q: 3 clusters Score -264428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -264429.531250 Penalty: 2564.074219
	Iteration 54Q: 3 clusters Score -264429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -264430.125000 Penalty: 2564.074219
	Iteration 55Q: 3 clusters Score -264430.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -264430.125000 Penalty: 2564.074219
	Iteration 56F: 3 clusters Score -264430.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Entering Unmasked Estep 
Score: -7867099.500000 Penalty: 1822.532349
	Iteration 0F: 2 clusters Score -7867100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -7817603.000000 Penalty: 3645.064697
	Iteration 0F: 3 clusters Score -7817603 nChanged 35212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -7838464.000000 Penalty: 3645.064697
	Iteration 1F: 3 clusters Score -7838464 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -7839894.000000 Penalty: 3645.064697
	Iteration 2Q: 3 clusters Score -7839894 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -7842099.000000 Penalty: 3645.064697
	Iteration 3F: 3 clusters Score -7842099 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -7845931.500000 Penalty: 3645.064697
	Iteration 4F: 3 clusters Score -7845932 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7851045.500000 Penalty: 3645.064697
	Iteration 5F: 3 clusters Score -7851046 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -7856145.500000 Penalty: 3645.064697
	Iteration 6F: 3 clusters Score -7856146 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -7860150.000000 Penalty: 3645.064697
	Iteration 7F: 3 clusters Score -7860150 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -7862621.000000 Penalty: 3645.064697
	Iteration 8Q: 3 clusters Score -7862621 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -7864278.500000 Penalty: 3645.064697
	Iteration 9Q: 3 clusters Score -7864278 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -7865243.000000 Penalty: 3645.064697
	Iteration 10Q: 3 clusters Score -7865243 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -7865612.000000 Penalty: 3645.064697
	Iteration 11Q: 3 clusters Score -7865612 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -7865729.500000 Penalty: 3645.064697
	Iteration 12Q: 3 clusters Score -7865730 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -7865821.500000 Penalty: 3645.064697
	Iteration 13Q: 3 clusters Score -7865822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -7865867.500000 Penalty: 3645.064697
	Iteration 14Q: 3 clusters Score -7865868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -7865880.500000 Penalty: 3645.064697
	Iteration 15Q: 3 clusters Score -7865880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -7865914.000000 Penalty: 3645.064697
	Iteration 16Q: 3 clusters Score -7865914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -7865921.000000 Penalty: 3645.064697
	Iteration 17Q: 3 clusters Score -7865921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -7865933.000000 Penalty: 3645.064697
	Iteration 18Q: 3 clusters Score -7865933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -7865933.500000 Penalty: 3645.064697
	Iteration 19Q: 3 clusters Score -7865934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -7865947.000000 Penalty: 3645.064697
	Iteration 20F: 3 clusters Score -7865947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -7865955.000000 Penalty: 3645.064697
	Iteration 21Q: 3 clusters Score -7865955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -7865978.000000 Penalty: 3645.064697
	Iteration 22Q: 3 clusters Score -7865978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -7865977.500000 Penalty: 3645.064697
	Iteration 23Q: 3 clusters Score -7865978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -7865985.000000 Penalty: 3645.064697
	Iteration 24Q: 3 clusters Score -7865985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -7865980.500000 Penalty: 3645.064697
	Iteration 25Q: 3 clusters Score -7865980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -7865973.500000 Penalty: 3645.064697
	Iteration 26Q: 3 clusters Score -7865974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -7865974.500000 Penalty: 3645.064697
	Iteration 27Q: 3 clusters Score -7865974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -7865989.000000 Penalty: 3645.064697
	Iteration 28Q: 3 clusters Score -7865989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -7865987.000000 Penalty: 3645.064697
	Iteration 29Q: 3 clusters Score -7865987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -7865986.500000 Penalty: 3645.064697
	Iteration 30Q: 3 clusters Score -7865986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -7865988.000000 Penalty: 3645.064697
	Iteration 31Q: 3 clusters Score -7865988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -7865991.000000 Penalty: 3645.064697
	Iteration 32Q: 3 clusters Score -7865991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -7865986.500000 Penalty: 3645.064697
	Iteration 33Q: 3 clusters Score -7865986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -7865986.000000 Penalty: 3645.064697
	Iteration 34Q: 3 clusters Score -7865986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -7865981.500000 Penalty: 3645.064697
	Iteration 35Q: 3 clusters Score -7865982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -7865984.500000 Penalty: 3645.064697
	Iteration 36Q: 3 clusters Score -7865984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -7865987.500000 Penalty: 3645.064697
	Iteration 37Q: 3 clusters Score -7865988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -7865984.500000 Penalty: 3645.064697
	Iteration 38Q: 3 clusters Score -7865984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -7865981.500000 Penalty: 3645.064697
	Iteration 39Q: 3 clusters Score -7865982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -7865981.500000 Penalty: 3645.064697
	Iteration 40F: 3 clusters Score -7865982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Entering Unmasked Estep 
Score: -4295541.500000 Penalty: 1728.127075
	Iteration 0F: 2 clusters Score -4295542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4267924.000000 Penalty: 3456.254150
	Iteration 0F: 3 clusters Score -4267924 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4279007.000000 Penalty: 3456.254150
	Iteration 1F: 3 clusters Score -4279007 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -4279679.000000 Penalty: 3456.254150
	Iteration 2Q: 3 clusters Score -4279679 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4280455.500000 Penalty: 3456.254150
	Iteration 3Q: 3 clusters Score -4280456 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4281327.500000 Penalty: 3456.254150
	Iteration 4Q: 3 clusters Score -4281328 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4282405.000000 Penalty: 3456.254150
	Iteration 5Q: 3 clusters Score -4282405 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4283856.500000 Penalty: 3456.254150
	Iteration 6F: 3 clusters Score -4283856 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4285572.500000 Penalty: 3456.254150
	Iteration 7F: 3 clusters Score -4285572 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4287246.500000 Penalty: 3456.254150
	Iteration 8F: 3 clusters Score -4287246 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4288658.500000 Penalty: 3456.254150
	Iteration 9Q: 3 clusters Score -4288658 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4289658.000000 Penalty: 3456.254150
	Iteration 10Q: 3 clusters Score -4289658 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4290264.000000 Penalty: 3456.254150
	Iteration 11Q: 3 clusters Score -4290264 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -4290666.500000 Penalty: 3456.254150
	Iteration 12Q: 3 clusters Score -4290666 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -4290928.000000 Penalty: 3456.254150
	Iteration 13Q: 3 clusters Score -4290928 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4291152.000000 Penalty: 3456.254150
	Iteration 14Q: 3 clusters Score -4291152 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4291381.000000 Penalty: 3456.254150
	Iteration 15Q: 3 clusters Score -4291381 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4291573.000000 Penalty: 3456.254150
	Iteration 16Q: 3 clusters Score -4291573 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4291782.500000 Penalty: 3456.254150
	Iteration 17Q: 3 clusters Score -4291782 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4292030.500000 Penalty: 3456.254150
	Iteration 18Q: 3 clusters Score -4292030 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4292221.000000 Penalty: 3456.254150
	Iteration 19Q: 3 clusters Score -4292221 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4292429.000000 Penalty: 3456.254150
	Iteration 20F: 3 clusters Score -4292429 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4292629.000000 Penalty: 3456.254150
	Iteration 21Q: 3 clusters Score -4292629 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4292812.000000 Penalty: 3456.254150
	Iteration 22Q: 3 clusters Score -4292812 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4292992.500000 Penalty: 3456.254150
	Iteration 23Q: 3 clusters Score -4292992 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4293143.000000 Penalty: 3456.254150
	Iteration 24Q: 3 clusters Score -4293143 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4293270.000000 Penalty: 3456.254150
	Iteration 25Q: 3 clusters Score -4293270 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4293392.000000 Penalty: 3456.254150
	Iteration 26Q: 3 clusters Score -4293392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4293517.000000 Penalty: 3456.254150
	Iteration 27Q: 3 clusters Score -4293517 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4293600.000000 Penalty: 3456.254150
	Iteration 28Q: 3 clusters Score -4293600 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4293666.000000 Penalty: 3456.254150
	Iteration 29Q: 3 clusters Score -4293666 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4293729.500000 Penalty: 3456.254150
	Iteration 30Q: 3 clusters Score -4293730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4293787.500000 Penalty: 3456.254150
	Iteration 31Q: 3 clusters Score -4293788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4293839.000000 Penalty: 3456.254150
	Iteration 32Q: 3 clusters Score -4293839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4293879.500000 Penalty: 3456.254150
	Iteration 33Q: 3 clusters Score -4293880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4293898.000000 Penalty: 3456.254150
	Iteration 34Q: 3 clusters Score -4293898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4293929.000000 Penalty: 3456.254150
	Iteration 35Q: 3 clusters Score -4293929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4293953.500000 Penalty: 3456.254150
	Iteration 36Q: 3 clusters Score -4293954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4293978.000000 Penalty: 3456.254150
	Iteration 37Q: 3 clusters Score -4293978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4293992.000000 Penalty: 3456.254150
	Iteration 38Q: 3 clusters Score -4293992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4294009.500000 Penalty: 3456.254150
	Iteration 39Q: 3 clusters Score -4294010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4294009.500000 Penalty: 3456.254150
	Iteration 40F: 3 clusters Score -4294010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4294020.000000 Penalty: 3456.254150
	Iteration 41Q: 3 clusters Score -4294020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4294036.500000 Penalty: 3456.254150
	Iteration 42Q: 3 clusters Score -4294036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4294040.500000 Penalty: 3456.254150
	Iteration 43Q: 3 clusters Score -4294040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4294038.500000 Penalty: 3456.254150
	Iteration 44Q: 3 clusters Score -4294038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4294039.500000 Penalty: 3456.254150
	Iteration 45Q: 3 clusters Score -4294040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4294043.500000 Penalty: 3456.254150
	Iteration 46Q: 3 clusters Score -4294044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4294044.500000 Penalty: 3456.254150
	Iteration 47Q: 3 clusters Score -4294044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4294043.500000 Penalty: 3456.254150
	Iteration 48Q: 3 clusters Score -4294044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4294041.500000 Penalty: 3456.254150
	Iteration 49Q: 3 clusters Score -4294042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4294050.000000 Penalty: 3456.254150
	Iteration 50Q: 3 clusters Score -4294050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4294049.500000 Penalty: 3456.254150
	Iteration 51Q: 3 clusters Score -4294050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4294051.000000 Penalty: 3456.254150
	Iteration 52Q: 3 clusters Score -4294051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4294048.000000 Penalty: 3456.254150
	Iteration 53Q: 3 clusters Score -4294048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4294051.500000 Penalty: 3456.254150
	Iteration 54Q: 3 clusters Score -4294052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4294051.000000 Penalty: 3456.254150
	Iteration 55Q: 3 clusters Score -4294051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4294052.000000 Penalty: 3456.254150
	Iteration 56Q: 3 clusters Score -4294052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4294054.000000 Penalty: 3456.254150
	Iteration 57Q: 3 clusters Score -4294054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4294052.500000 Penalty: 3456.254150
	Iteration 58Q: 3 clusters Score -4294052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4294055.500000 Penalty: 3456.254150
	Iteration 59Q: 3 clusters Score -4294056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4294059.500000 Penalty: 3456.254150
	Iteration 60F: 3 clusters Score -4294060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4294057.000000 Penalty: 3456.254150
	Iteration 61Q: 3 clusters Score -4294057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4294057.000000 Penalty: 3456.254150
	Iteration 62Q: 3 clusters Score -4294057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4294058.500000 Penalty: 3456.254150
	Iteration 63Q: 3 clusters Score -4294058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4294058.500000 Penalty: 3456.254150
	Iteration 64Q: 3 clusters Score -4294058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4294059.500000 Penalty: 3456.254150
	Iteration 65Q: 3 clusters Score -4294060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4294058.000000 Penalty: 3456.254150
	Iteration 66Q: 3 clusters Score -4294058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4294058.500000 Penalty: 3456.254150
	Iteration 67Q: 3 clusters Score -4294058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4294058.500000 Penalty: 3456.254150
	Iteration 68F: 3 clusters Score -4294058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Entering Unmasked Estep 
Score: -1191574.750000 Penalty: 1522.304443
	Iteration 0F: 2 clusters Score -1191575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1183327.375000 Penalty: 3044.608887
	Iteration 0F: 3 clusters Score -1183327 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1186093.875000 Penalty: 3044.608887
	Iteration 1F: 3 clusters Score -1186094 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1186410.375000 Penalty: 3044.608887
	Iteration 2F: 3 clusters Score -1186410 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1186775.125000 Penalty: 3044.608887
	Iteration 3F: 3 clusters Score -1186775 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1187161.625000 Penalty: 3044.608887
	Iteration 4F: 3 clusters Score -1187162 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1187524.875000 Penalty: 3044.608887
	Iteration 5F: 3 clusters Score -1187525 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1187855.000000 Penalty: 3044.608887
	Iteration 6Q: 3 clusters Score -1187855 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1188187.250000 Penalty: 3044.608887
	Iteration 7Q: 3 clusters Score -1188187 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1188489.750000 Penalty: 3044.608887
	Iteration 8Q: 3 clusters Score -1188490 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1188790.750000 Penalty: 3044.608887
	Iteration 9Q: 3 clusters Score -1188791 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1189072.000000 Penalty: 3044.608887
	Iteration 10Q: 3 clusters Score -1189072 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1189333.000000 Penalty: 3044.608887
	Iteration 11Q: 3 clusters Score -1189333 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1189517.750000 Penalty: 3044.608887
	Iteration 12Q: 3 clusters Score -1189518 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1189646.125000 Penalty: 3044.608887
	Iteration 13Q: 3 clusters Score -1189646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1189736.875000 Penalty: 3044.608887
	Iteration 14Q: 3 clusters Score -1189737 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1189824.250000 Penalty: 3044.608887
	Iteration 15Q: 3 clusters Score -1189824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1189910.000000 Penalty: 3044.608887
	Iteration 16Q: 3 clusters Score -1189910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1189993.000000 Penalty: 3044.608887
	Iteration 17Q: 3 clusters Score -1189993 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1190071.875000 Penalty: 3044.608887
	Iteration 18Q: 3 clusters Score -1190072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1190144.125000 Penalty: 3044.608887
	Iteration 19Q: 3 clusters Score -1190144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1190207.000000 Penalty: 3044.608887
	Iteration 20F: 3 clusters Score -1190207 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1190280.000000 Penalty: 3044.608887
	Iteration 21Q: 3 clusters Score -1190280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1190330.875000 Penalty: 3044.608887
	Iteration 22Q: 3 clusters Score -1190331 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1190373.625000 Penalty: 3044.608887
	Iteration 23Q: 3 clusters Score -1190374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1190409.500000 Penalty: 3044.608887
	Iteration 24Q: 3 clusters Score -1190410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1190451.000000 Penalty: 3044.608887
	Iteration 25Q: 3 clusters Score -1190451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1190495.750000 Penalty: 3044.608887
	Iteration 26Q: 3 clusters Score -1190496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1190546.125000 Penalty: 3044.608887
	Iteration 27Q: 3 clusters Score -1190546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1190569.875000 Penalty: 3044.608887
	Iteration 28Q: 3 clusters Score -1190570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1190596.375000 Penalty: 3044.608887
	Iteration 29Q: 3 clusters Score -1190596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1190620.625000 Penalty: 3044.608887
	Iteration 30Q: 3 clusters Score -1190621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1190635.750000 Penalty: 3044.608887
	Iteration 31Q: 3 clusters Score -1190636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1190655.750000 Penalty: 3044.608887
	Iteration 32Q: 3 clusters Score -1190656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1190671.125000 Penalty: 3044.608887
	Iteration 33Q: 3 clusters Score -1190671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1190698.125000 Penalty: 3044.608887
	Iteration 34Q: 3 clusters Score -1190698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1190718.125000 Penalty: 3044.608887
	Iteration 35Q: 3 clusters Score -1190718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1190738.875000 Penalty: 3044.608887
	Iteration 36Q: 3 clusters Score -1190739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1190753.625000 Penalty: 3044.608887
	Iteration 37Q: 3 clusters Score -1190754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1190762.250000 Penalty: 3044.608887
	Iteration 38Q: 3 clusters Score -1190762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1190766.000000 Penalty: 3044.608887
	Iteration 39Q: 3 clusters Score -1190766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1190772.625000 Penalty: 3044.608887
	Iteration 40F: 3 clusters Score -1190773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1190776.375000 Penalty: 3044.608887
	Iteration 41Q: 3 clusters Score -1190776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1190777.875000 Penalty: 3044.608887
	Iteration 42Q: 3 clusters Score -1190778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1190778.875000 Penalty: 3044.608887
	Iteration 43Q: 3 clusters Score -1190779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1190779.875000 Penalty: 3044.608887
	Iteration 44Q: 3 clusters Score -1190780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1190779.875000 Penalty: 3044.608887
	Iteration 45Q: 3 clusters Score -1190780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1190783.500000 Penalty: 3044.608887
	Iteration 46Q: 3 clusters Score -1190784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1190784.875000 Penalty: 3044.608887
	Iteration 47Q: 3 clusters Score -1190785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1190784.625000 Penalty: 3044.608887
	Iteration 48Q: 3 clusters Score -1190785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1190784.875000 Penalty: 3044.608887
	Iteration 49Q: 3 clusters Score -1190785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1190784.000000 Penalty: 3044.608887
	Iteration 50Q: 3 clusters Score -1190784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1190782.625000 Penalty: 3044.608887
	Iteration 51Q: 3 clusters Score -1190783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1190783.250000 Penalty: 3044.608887
	Iteration 52Q: 3 clusters Score -1190783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1190784.125000 Penalty: 3044.608887
	Iteration 53Q: 3 clusters Score -1190784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1190783.750000 Penalty: 3044.608887
	Iteration 54Q: 3 clusters Score -1190784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1190783.750000 Penalty: 3044.608887
	Iteration 55F: 3 clusters Score -1190784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -335798.093750 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -335798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -332825.531250 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -332825.5 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -333656.062500 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -333656.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -333893.093750 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -333893.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -334151.375000 Penalty: 2646.170410
	Iteration 3F: 3 clusters Score -334151.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -334556.781250 Penalty: 2646.170410
	Iteration 4F: 3 clusters Score -334556.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -335016.000000 Penalty: 2646.170410
	Iteration 5F: 3 clusters Score -335016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -335322.531250 Penalty: 2646.170410
	Iteration 6F: 3 clusters Score -335322.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -335472.656250 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -335472.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -335564.281250 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -335564.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -335630.343750 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -335630.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -335700.093750 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -335700.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -335757.656250 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -335757.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -335802.968750 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -335803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -335832.187500 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -335832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -335858.156250 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -335858.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -335876.406250 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -335876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -335886.187500 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -335886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -335888.000000 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -335888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -335888.000000 Penalty: 2646.170410
	Iteration 18F: 3 clusters Score -335888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 22396 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 63279 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 28638 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 41549 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 759 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 110590 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 558 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 5275 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 8971 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 3702 members 
Mstep: Class 31 contains 25496 members 
Mstep: Class 32 contains 8505 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 10121 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 2366 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 569 members 
Mstep: Class 39 contains 17180 members 
Mstep: Class 40 contains 7220 members 
Mstep: Class 41 contains 2159 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 4460 members 
Mstep: Class 45 contains 2677 members 
Entering Unmasked Estep 
Score: -54943416.000000 Penalty: 96748.914062
Splitting cluster 19 changes total score from -54944176.000000 to -54943416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -189514.718750 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -189514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187458.796875 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -187458.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -187920.750000 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -187920.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -188017.109375 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -188017.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188068.125000 Penalty: 2456.856689
	Iteration 3Q: 3 clusters Score -188068.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188109.984375 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -188110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188150.921875 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -188150.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188185.718750 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -188185.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188215.453125 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -188215.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188239.390625 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -188239.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188256.062500 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -188256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -188262.343750 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -188262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188267.640625 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -188267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188271.703125 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -188271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -188272.781250 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -188272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188272.859375 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -188272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188272.859375 Penalty: 2456.856689
	Iteration 15F: 3 clusters Score -188272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (110590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Entering Unmasked Estep 
Score: -11393754.000000 Penalty: 1887.207520
	Iteration 0F: 2 clusters Score -1.139375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -11320661.000000 Penalty: 3774.415039
	Iteration 0F: 3 clusters Score -1.132066e+07 nChanged 53069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -11351413.000000 Penalty: 3774.415039
	Iteration 1F: 3 clusters Score -1.135141e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -11351895.000000 Penalty: 3774.415039
	Iteration 2Q: 3 clusters Score -1.13519e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -11352638.000000 Penalty: 3774.415039
	Iteration 3Q: 3 clusters Score -1.135264e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -11353600.000000 Penalty: 3774.415039
	Iteration 4Q: 3 clusters Score -1.13536e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -11355234.000000 Penalty: 3774.415039
	Iteration 5Q: 3 clusters Score -1.135523e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -11358358.000000 Penalty: 3774.415039
	Iteration 6F: 3 clusters Score -1.135836e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -11363692.000000 Penalty: 3774.415039
	Iteration 7F: 3 clusters Score -1.136369e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -11372131.000000 Penalty: 3774.415039
	Iteration 8F: 3 clusters Score -1.137213e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -11380830.000000 Penalty: 3774.415039
	Iteration 9F: 3 clusters Score -1.138083e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -11386915.000000 Penalty: 3774.415039
	Iteration 10F: 3 clusters Score -1.138692e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -11389981.000000 Penalty: 3774.415039
	Iteration 11Q: 3 clusters Score -1.138998e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11391138.000000 Penalty: 3774.415039
	Iteration 12Q: 3 clusters Score -1.139114e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109751 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11391603.000000 Penalty: 3774.415039
	Iteration 13Q: 3 clusters Score -1.13916e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11391853.000000 Penalty: 3774.415039
	Iteration 14Q: 3 clusters Score -1.139185e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11391963.000000 Penalty: 3774.415039
	Iteration 15Q: 3 clusters Score -1.139196e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11392026.000000 Penalty: 3774.415039
	Iteration 16Q: 3 clusters Score -1.139203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11392077.000000 Penalty: 3774.415039
	Iteration 17Q: 3 clusters Score -1.139208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11392099.000000 Penalty: 3774.415039
	Iteration 18Q: 3 clusters Score -1.13921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11392124.000000 Penalty: 3774.415039
	Iteration 19Q: 3 clusters Score -1.139212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11392141.000000 Penalty: 3774.415039
	Iteration 20F: 3 clusters Score -1.139214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11392154.000000 Penalty: 3774.415039
	Iteration 21Q: 3 clusters Score -1.139215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11392160.000000 Penalty: 3774.415039
	Iteration 22Q: 3 clusters Score -1.139216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11392168.000000 Penalty: 3774.415039
	Iteration 23Q: 3 clusters Score -1.139217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11392173.000000 Penalty: 3774.415039
	Iteration 24Q: 3 clusters Score -1.139217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11392184.000000 Penalty: 3774.415039
	Iteration 25Q: 3 clusters Score -1.139218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11392187.000000 Penalty: 3774.415039
	Iteration 26Q: 3 clusters Score -1.139219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11392192.000000 Penalty: 3774.415039
	Iteration 27Q: 3 clusters Score -1.139219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11392189.000000 Penalty: 3774.415039
	Iteration 28Q: 3 clusters Score -1.139219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11392189.000000 Penalty: 3774.415039
	Iteration 29F: 3 clusters Score -1.139219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -113178.843750 Penalty: 1172.953735
	Iteration 0F: 2 clusters Score -113178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111569.640625 Penalty: 2345.907471
	Iteration 0F: 3 clusters Score -111569.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -111949.546875 Penalty: 2345.907471
	Iteration 1F: 3 clusters Score -111949.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -112070.320312 Penalty: 2345.907471
	Iteration 2F: 3 clusters Score -112070.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112129.718750 Penalty: 2345.907471
	Iteration 3Q: 3 clusters Score -112129.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -112164.593750 Penalty: 2345.907471
	Iteration 4Q: 3 clusters Score -112164.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112199.640625 Penalty: 2345.907471
	Iteration 5Q: 3 clusters Score -112199.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112226.195312 Penalty: 2345.907471
	Iteration 6Q: 3 clusters Score -112226.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -112252.843750 Penalty: 2345.907471
	Iteration 7Q: 3 clusters Score -112252.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -112282.257812 Penalty: 2345.907471
	Iteration 8Q: 3 clusters Score -112282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -112298.562500 Penalty: 2345.907471
	Iteration 9Q: 3 clusters Score -112298.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -112309.632812 Penalty: 2345.907471
	Iteration 10Q: 3 clusters Score -112309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112318.039062 Penalty: 2345.907471
	Iteration 11Q: 3 clusters Score -112318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -112323.921875 Penalty: 2345.907471
	Iteration 12Q: 3 clusters Score -112323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -112335.296875 Penalty: 2345.907471
	Iteration 13Q: 3 clusters Score -112335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -112352.960938 Penalty: 2345.907471
	Iteration 14Q: 3 clusters Score -112353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -112367.187500 Penalty: 2345.907471
	Iteration 15Q: 3 clusters Score -112367.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -112387.164062 Penalty: 2345.907471
	Iteration 16Q: 3 clusters Score -112387.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -112411.062500 Penalty: 2345.907471
	Iteration 17Q: 3 clusters Score -112411.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -112434.945312 Penalty: 2345.907471
	Iteration 18Q: 3 clusters Score -112434.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -112456.539062 Penalty: 2345.907471
	Iteration 19Q: 3 clusters Score -112456.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -112472.835938 Penalty: 2345.907471
	Iteration 20F: 3 clusters Score -112472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -112479.039062 Penalty: 2345.907471
	Iteration 21Q: 3 clusters Score -112479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -112486.109375 Penalty: 2345.907471
	Iteration 22Q: 3 clusters Score -112486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -112490.000000 Penalty: 2345.907471
	Iteration 23Q: 3 clusters Score -112490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -112495.882812 Penalty: 2345.907471
	Iteration 24Q: 3 clusters Score -112495.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -112510.320312 Penalty: 2345.907471
	Iteration 25Q: 3 clusters Score -112510.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112528.031250 Penalty: 2345.907471
	Iteration 26Q: 3 clusters Score -112528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -112545.210938 Penalty: 2345.907471
	Iteration 27Q: 3 clusters Score -112545.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -112564.507812 Penalty: 2345.907471
	Iteration 28Q: 3 clusters Score -112564.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -112587.976562 Penalty: 2345.907471
	Iteration 29Q: 3 clusters Score -112588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -112614.515625 Penalty: 2345.907471
	Iteration 30Q: 3 clusters Score -112614.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112632.195312 Penalty: 2345.907471
	Iteration 31Q: 3 clusters Score -112632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112641.203125 Penalty: 2345.907471
	Iteration 32Q: 3 clusters Score -112641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112642.640625 Penalty: 2345.907471
	Iteration 33Q: 3 clusters Score -112642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112644.335938 Penalty: 2345.907471
	Iteration 34Q: 3 clusters Score -112644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -112645.070312 Penalty: 2345.907471
	Iteration 35Q: 3 clusters Score -112645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112645.367188 Penalty: 2345.907471
	Iteration 36Q: 3 clusters Score -112645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112645.367188 Penalty: 2345.907471
	Iteration 37F: 3 clusters Score -112645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -52012.250000 Penalty: 1027.708374
	Iteration 0F: 2 clusters Score -52012.25 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 265 members 
Entering Unmasked Estep 
Score: -51000.515625 Penalty: 2055.416748
	Iteration 0F: 3 clusters Score -51000.52 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51223.386719 Penalty: 2055.416748
	Iteration 1F: 3 clusters Score -51223.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51322.054688 Penalty: 2055.416748
	Iteration 2F: 3 clusters Score -51322.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51541.492188 Penalty: 2055.416748
	Iteration 3F: 3 clusters Score -51541.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51699.371094 Penalty: 2055.416748
	Iteration 4F: 3 clusters Score -51699.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51846.675781 Penalty: 2055.416748
	Iteration 5F: 3 clusters Score -51846.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51906.675781 Penalty: 2055.416748
	Iteration 6Q: 3 clusters Score -51906.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51928.046875 Penalty: 2055.416748
	Iteration 7Q: 3 clusters Score -51928.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51934.496094 Penalty: 2055.416748
	Iteration 8Q: 3 clusters Score -51934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51935.757812 Penalty: 2055.416748
	Iteration 9Q: 3 clusters Score -51935.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51935.757812 Penalty: 2055.416748
	Iteration 10F: 3 clusters Score -51935.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -287927.468750 Penalty: 1310.298828
	Iteration 0F: 2 clusters Score -287927.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -285066.687500 Penalty: 2620.597656
	Iteration 0F: 3 clusters Score -285066.7 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -285832.187500 Penalty: 2620.597656
	Iteration 1F: 3 clusters Score -285832.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -286098.062500 Penalty: 2620.597656
	Iteration 2F: 3 clusters Score -286098.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -286309.406250 Penalty: 2620.597656
	Iteration 3F: 3 clusters Score -286309.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -286479.875000 Penalty: 2620.597656
	Iteration 4F: 3 clusters Score -286479.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -286583.093750 Penalty: 2620.597656
	Iteration 5Q: 3 clusters Score -286583.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -286680.531250 Penalty: 2620.597656
	Iteration 6Q: 3 clusters Score -286680.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -286776.718750 Penalty: 2620.597656
	Iteration 7Q: 3 clusters Score -286776.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -286851.531250 Penalty: 2620.597656
	Iteration 8Q: 3 clusters Score -286851.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -286895.656250 Penalty: 2620.597656
	Iteration 9Q: 3 clusters Score -286895.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -286928.281250 Penalty: 2620.597656
	Iteration 10Q: 3 clusters Score -286928.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -286958.093750 Penalty: 2620.597656
	Iteration 11Q: 3 clusters Score -286958.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -286987.531250 Penalty: 2620.597656
	Iteration 12Q: 3 clusters Score -286987.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -287010.937500 Penalty: 2620.597656
	Iteration 13Q: 3 clusters Score -287010.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -287038.062500 Penalty: 2620.597656
	Iteration 14Q: 3 clusters Score -287038.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -287072.687500 Penalty: 2620.597656
	Iteration 15Q: 3 clusters Score -287072.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287102.937500 Penalty: 2620.597656
	Iteration 16Q: 3 clusters Score -287102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -287119.218750 Penalty: 2620.597656
	Iteration 17Q: 3 clusters Score -287119.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -287136.875000 Penalty: 2620.597656
	Iteration 18Q: 3 clusters Score -287136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -287152.062500 Penalty: 2620.597656
	Iteration 19Q: 3 clusters Score -287152.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -287173.843750 Penalty: 2620.597656
	Iteration 20F: 3 clusters Score -287173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -287196.875000 Penalty: 2620.597656
	Iteration 21Q: 3 clusters Score -287196.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -287224.875000 Penalty: 2620.597656
	Iteration 22Q: 3 clusters Score -287224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -287249.125000 Penalty: 2620.597656
	Iteration 23Q: 3 clusters Score -287249.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287269.468750 Penalty: 2620.597656
	Iteration 24Q: 3 clusters Score -287269.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -287311.156250 Penalty: 2620.597656
	Iteration 25Q: 3 clusters Score -287311.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -287384.906250 Penalty: 2620.597656
	Iteration 26Q: 3 clusters Score -287384.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -287453.218750 Penalty: 2620.597656
	Iteration 27Q: 3 clusters Score -287453.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -287492.750000 Penalty: 2620.597656
	Iteration 28Q: 3 clusters Score -287492.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -287513.531250 Penalty: 2620.597656
	Iteration 29Q: 3 clusters Score -287513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -287524.187500 Penalty: 2620.597656
	Iteration 30Q: 3 clusters Score -287524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -287535.375000 Penalty: 2620.597656
	Iteration 31Q: 3 clusters Score -287535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -287542.343750 Penalty: 2620.597656
	Iteration 32Q: 3 clusters Score -287542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -287544.687500 Penalty: 2620.597656
	Iteration 33Q: 3 clusters Score -287544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -287546.500000 Penalty: 2620.597656
	Iteration 34Q: 3 clusters Score -287546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -287549.343750 Penalty: 2620.597656
	Iteration 35Q: 3 clusters Score -287549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -287555.093750 Penalty: 2620.597656
	Iteration 36Q: 3 clusters Score -287555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -287564.187500 Penalty: 2620.597656
	Iteration 37Q: 3 clusters Score -287564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -287575.906250 Penalty: 2620.597656
	Iteration 38Q: 3 clusters Score -287575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -287586.156250 Penalty: 2620.597656
	Iteration 39Q: 3 clusters Score -287586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -287592.562500 Penalty: 2620.597656
	Iteration 40F: 3 clusters Score -287592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -287595.750000 Penalty: 2620.597656
	Iteration 41Q: 3 clusters Score -287595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -287598.031250 Penalty: 2620.597656
	Iteration 42Q: 3 clusters Score -287598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -287599.625000 Penalty: 2620.597656
	Iteration 43Q: 3 clusters Score -287599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -287601.812500 Penalty: 2620.597656
	Iteration 44Q: 3 clusters Score -287601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -287603.312500 Penalty: 2620.597656
	Iteration 45Q: 3 clusters Score -287603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -287603.312500 Penalty: 2620.597656
	Iteration 46F: 3 clusters Score -287603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -160451.468750 Penalty: 1205.941284
	Iteration 0F: 2 clusters Score -160451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -158607.937500 Penalty: 2411.882568
	Iteration 0F: 3 clusters Score -158607.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -159074.421875 Penalty: 2411.882568
	Iteration 1F: 3 clusters Score -159074.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -159278.234375 Penalty: 2411.882568
	Iteration 2F: 3 clusters Score -159278.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -159406.078125 Penalty: 2411.882568
	Iteration 3F: 3 clusters Score -159406.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159497.421875 Penalty: 2411.882568
	Iteration 4F: 3 clusters Score -159497.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -159595.562500 Penalty: 2411.882568
	Iteration 5Q: 3 clusters Score -159595.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -159712.875000 Penalty: 2411.882568
	Iteration 6Q: 3 clusters Score -159712.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -159798.187500 Penalty: 2411.882568
	Iteration 7Q: 3 clusters Score -159798.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -159842.796875 Penalty: 2411.882568
	Iteration 8Q: 3 clusters Score -159842.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -159881.765625 Penalty: 2411.882568
	Iteration 9Q: 3 clusters Score -159881.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -159913.125000 Penalty: 2411.882568
	Iteration 10Q: 3 clusters Score -159913.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -159943.546875 Penalty: 2411.882568
	Iteration 11Q: 3 clusters Score -159943.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -159964.437500 Penalty: 2411.882568
	Iteration 12Q: 3 clusters Score -159964.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -159981.093750 Penalty: 2411.882568
	Iteration 13Q: 3 clusters Score -159981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -159991.406250 Penalty: 2411.882568
	Iteration 14Q: 3 clusters Score -159991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -159994.593750 Penalty: 2411.882568
	Iteration 15Q: 3 clusters Score -159994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -159995.828125 Penalty: 2411.882568
	Iteration 16Q: 3 clusters Score -159995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -159997.328125 Penalty: 2411.882568
	Iteration 17Q: 3 clusters Score -159997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160000.625000 Penalty: 2411.882568
	Iteration 18Q: 3 clusters Score -160000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -160006.265625 Penalty: 2411.882568
	Iteration 19Q: 3 clusters Score -160006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160016.250000 Penalty: 2411.882568
	Iteration 20F: 3 clusters Score -160016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -160026.250000 Penalty: 2411.882568
	Iteration 21Q: 3 clusters Score -160026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -160031.515625 Penalty: 2411.882568
	Iteration 22Q: 3 clusters Score -160031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -160036.234375 Penalty: 2411.882568
	Iteration 23Q: 3 clusters Score -160036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160042.062500 Penalty: 2411.882568
	Iteration 24Q: 3 clusters Score -160042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160047.640625 Penalty: 2411.882568
	Iteration 25Q: 3 clusters Score -160047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160052.843750 Penalty: 2411.882568
	Iteration 26Q: 3 clusters Score -160052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160055.671875 Penalty: 2411.882568
	Iteration 27Q: 3 clusters Score -160055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -160063.109375 Penalty: 2411.882568
	Iteration 28Q: 3 clusters Score -160063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160067.015625 Penalty: 2411.882568
	Iteration 29Q: 3 clusters Score -160067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -160071.218750 Penalty: 2411.882568
	Iteration 30Q: 3 clusters Score -160071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -160075.671875 Penalty: 2411.882568
	Iteration 31Q: 3 clusters Score -160075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160080.125000 Penalty: 2411.882568
	Iteration 32Q: 3 clusters Score -160080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160081.890625 Penalty: 2411.882568
	Iteration 33Q: 3 clusters Score -160081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160082.328125 Penalty: 2411.882568
	Iteration 34Q: 3 clusters Score -160082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -160082.734375 Penalty: 2411.882568
	Iteration 35Q: 3 clusters Score -160082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160082.796875 Penalty: 2411.882568
	Iteration 36Q: 3 clusters Score -160082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160084.578125 Penalty: 2411.882568
	Iteration 37Q: 3 clusters Score -160084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160085.812500 Penalty: 2411.882568
	Iteration 38Q: 3 clusters Score -160085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160089.093750 Penalty: 2411.882568
	Iteration 39Q: 3 clusters Score -160089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160092.281250 Penalty: 2411.882568
	Iteration 40F: 3 clusters Score -160092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160095.546875 Penalty: 2411.882568
	Iteration 41Q: 3 clusters Score -160095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -160103.234375 Penalty: 2411.882568
	Iteration 42Q: 3 clusters Score -160103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160105.328125 Penalty: 2411.882568
	Iteration 43Q: 3 clusters Score -160105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160105.328125 Penalty: 2411.882568
	Iteration 44F: 3 clusters Score -160105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -536671.437500 Penalty: 1392.744263
	Iteration 0F: 2 clusters Score -536671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -532500.000000 Penalty: 2785.488525
	Iteration 0F: 3 clusters Score -532500 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -533709.062500 Penalty: 2785.488525
	Iteration 1F: 3 clusters Score -533709.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -533944.437500 Penalty: 2785.488525
	Iteration 2F: 3 clusters Score -533944.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -534121.687500 Penalty: 2785.488525
	Iteration 3F: 3 clusters Score -534121.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -534267.250000 Penalty: 2785.488525
	Iteration 4Q: 3 clusters Score -534267.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -534399.000000 Penalty: 2785.488525
	Iteration 5Q: 3 clusters Score -534399 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -534532.625000 Penalty: 2785.488525
	Iteration 6Q: 3 clusters Score -534532.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -534648.562500 Penalty: 2785.488525
	Iteration 7Q: 3 clusters Score -534648.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -534741.687500 Penalty: 2785.488525
	Iteration 8Q: 3 clusters Score -534741.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -534826.812500 Penalty: 2785.488525
	Iteration 9Q: 3 clusters Score -534826.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -534895.937500 Penalty: 2785.488525
	Iteration 10Q: 3 clusters Score -534895.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -534960.000000 Penalty: 2785.488525
	Iteration 11Q: 3 clusters Score -534960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -535030.187500 Penalty: 2785.488525
	Iteration 12Q: 3 clusters Score -535030.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -535089.187500 Penalty: 2785.488525
	Iteration 13Q: 3 clusters Score -535089.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -535144.812500 Penalty: 2785.488525
	Iteration 14Q: 3 clusters Score -535144.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -535202.437500 Penalty: 2785.488525
	Iteration 15Q: 3 clusters Score -535202.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -535246.000000 Penalty: 2785.488525
	Iteration 16Q: 3 clusters Score -535246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -535281.562500 Penalty: 2785.488525
	Iteration 17Q: 3 clusters Score -535281.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -535312.750000 Penalty: 2785.488525
	Iteration 18Q: 3 clusters Score -535312.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -535353.625000 Penalty: 2785.488525
	Iteration 19Q: 3 clusters Score -535353.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -535378.125000 Penalty: 2785.488525
	Iteration 20F: 3 clusters Score -535378.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -535394.750000 Penalty: 2785.488525
	Iteration 21Q: 3 clusters Score -535394.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -535405.812500 Penalty: 2785.488525
	Iteration 22Q: 3 clusters Score -535405.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -535411.062500 Penalty: 2785.488525
	Iteration 23Q: 3 clusters Score -535411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -535416.500000 Penalty: 2785.488525
	Iteration 24Q: 3 clusters Score -535416.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -535426.312500 Penalty: 2785.488525
	Iteration 25Q: 3 clusters Score -535426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -535431.125000 Penalty: 2785.488525
	Iteration 26Q: 3 clusters Score -535431.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -535436.375000 Penalty: 2785.488525
	Iteration 27Q: 3 clusters Score -535436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -535441.437500 Penalty: 2785.488525
	Iteration 28Q: 3 clusters Score -535441.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -535450.187500 Penalty: 2785.488525
	Iteration 29Q: 3 clusters Score -535450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -535456.812500 Penalty: 2785.488525
	Iteration 30Q: 3 clusters Score -535456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -535462.375000 Penalty: 2785.488525
	Iteration 31Q: 3 clusters Score -535462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -535466.937500 Penalty: 2785.488525
	Iteration 32Q: 3 clusters Score -535466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -535469.500000 Penalty: 2785.488525
	Iteration 33Q: 3 clusters Score -535469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -535472.687500 Penalty: 2785.488525
	Iteration 34Q: 3 clusters Score -535472.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -535476.187500 Penalty: 2785.488525
	Iteration 35Q: 3 clusters Score -535476.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -535480.875000 Penalty: 2785.488525
	Iteration 36Q: 3 clusters Score -535480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -535485.187500 Penalty: 2785.488525
	Iteration 37Q: 3 clusters Score -535485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -535487.062500 Penalty: 2785.488525
	Iteration 38Q: 3 clusters Score -535487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -535489.937500 Penalty: 2785.488525
	Iteration 39Q: 3 clusters Score -535489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -535494.000000 Penalty: 2785.488525
	Iteration 40F: 3 clusters Score -535494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -535495.812500 Penalty: 2785.488525
	Iteration 41Q: 3 clusters Score -535495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -535495.187500 Penalty: 2785.488525
	Iteration 42Q: 3 clusters Score -535495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -535495.625000 Penalty: 2785.488525
	Iteration 43Q: 3 clusters Score -535495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -535495.625000 Penalty: 2785.488525
	Iteration 44F: 3 clusters Score -535495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -894454.125000 Penalty: 1475.426514
	Iteration 0F: 2 clusters Score -894454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -887972.125000 Penalty: 2950.853027
	Iteration 0F: 3 clusters Score -887972.1 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -890137.312500 Penalty: 2950.853027
	Iteration 1F: 3 clusters Score -890137.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -890510.375000 Penalty: 2950.853027
	Iteration 2F: 3 clusters Score -890510.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -890930.750000 Penalty: 2950.853027
	Iteration 3F: 3 clusters Score -890930.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -891532.250000 Penalty: 2950.853027
	Iteration 4F: 3 clusters Score -891532.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -892261.812500 Penalty: 2950.853027
	Iteration 5F: 3 clusters Score -892261.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -893026.375000 Penalty: 2950.853027
	Iteration 6F: 3 clusters Score -893026.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -893624.062500 Penalty: 2950.853027
	Iteration 7F: 3 clusters Score -893624.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -893936.937500 Penalty: 2950.853027
	Iteration 8Q: 3 clusters Score -893936.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -894084.125000 Penalty: 2950.853027
	Iteration 9Q: 3 clusters Score -894084.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -894182.187500 Penalty: 2950.853027
	Iteration 10Q: 3 clusters Score -894182.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -894250.437500 Penalty: 2950.853027
	Iteration 11Q: 3 clusters Score -894250.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -894284.500000 Penalty: 2950.853027
	Iteration 12Q: 3 clusters Score -894284.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -894305.500000 Penalty: 2950.853027
	Iteration 13Q: 3 clusters Score -894305.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -894316.375000 Penalty: 2950.853027
	Iteration 14Q: 3 clusters Score -894316.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -894328.937500 Penalty: 2950.853027
	Iteration 15Q: 3 clusters Score -894328.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -894339.375000 Penalty: 2950.853027
	Iteration 16Q: 3 clusters Score -894339.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -894342.812500 Penalty: 2950.853027
	Iteration 17Q: 3 clusters Score -894342.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -894347.250000 Penalty: 2950.853027
	Iteration 18Q: 3 clusters Score -894347.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -894350.625000 Penalty: 2950.853027
	Iteration 19Q: 3 clusters Score -894350.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -894356.250000 Penalty: 2950.853027
	Iteration 20F: 3 clusters Score -894356.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -894360.750000 Penalty: 2950.853027
	Iteration 21Q: 3 clusters Score -894360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -894362.312500 Penalty: 2950.853027
	Iteration 22Q: 3 clusters Score -894362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -894362.437500 Penalty: 2950.853027
	Iteration 23Q: 3 clusters Score -894362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -894364.750000 Penalty: 2950.853027
	Iteration 24Q: 3 clusters Score -894364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -894365.000000 Penalty: 2950.853027
	Iteration 25Q: 3 clusters Score -894365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -894366.625000 Penalty: 2950.853027
	Iteration 26Q: 3 clusters Score -894366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -894365.750000 Penalty: 2950.853027
	Iteration 27Q: 3 clusters Score -894365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -894364.875000 Penalty: 2950.853027
	Iteration 28Q: 3 clusters Score -894364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -894365.000000 Penalty: 2950.853027
	Iteration 29Q: 3 clusters Score -894365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -894365.000000 Penalty: 2950.853027
	Iteration 30F: 3 clusters Score -894365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -922583.687500 Penalty: 1479.034790
	Iteration 0F: 2 clusters Score -922583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -916080.750000 Penalty: 2958.069580
	Iteration 0F: 3 clusters Score -916080.8 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -918143.750000 Penalty: 2958.069580
	Iteration 1F: 3 clusters Score -918143.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -918350.312500 Penalty: 2958.069580
	Iteration 2F: 3 clusters Score -918350.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -918497.687500 Penalty: 2958.069580
	Iteration 3Q: 3 clusters Score -918497.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -918596.875000 Penalty: 2958.069580
	Iteration 4Q: 3 clusters Score -918596.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -918682.187500 Penalty: 2958.069580
	Iteration 5Q: 3 clusters Score -918682.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -918750.750000 Penalty: 2958.069580
	Iteration 6Q: 3 clusters Score -918750.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -918817.250000 Penalty: 2958.069580
	Iteration 7Q: 3 clusters Score -918817.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -918893.187500 Penalty: 2958.069580
	Iteration 8Q: 3 clusters Score -918893.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -918980.062500 Penalty: 2958.069580
	Iteration 9Q: 3 clusters Score -918980.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -919086.125000 Penalty: 2958.069580
	Iteration 10Q: 3 clusters Score -919086.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -919189.437500 Penalty: 2958.069580
	Iteration 11Q: 3 clusters Score -919189.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -919287.062500 Penalty: 2958.069580
	Iteration 12Q: 3 clusters Score -919287.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -919398.125000 Penalty: 2958.069580
	Iteration 13Q: 3 clusters Score -919398.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -919541.500000 Penalty: 2958.069580
	Iteration 14Q: 3 clusters Score -919541.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -919726.687500 Penalty: 2958.069580
	Iteration 15Q: 3 clusters Score -919726.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -919935.187500 Penalty: 2958.069580
	Iteration 16Q: 3 clusters Score -919935.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -920178.812500 Penalty: 2958.069580
	Iteration 17Q: 3 clusters Score -920178.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -920386.625000 Penalty: 2958.069580
	Iteration 18Q: 3 clusters Score -920386.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -920558.312500 Penalty: 2958.069580
	Iteration 19Q: 3 clusters Score -920558.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -920675.500000 Penalty: 2958.069580
	Iteration 20F: 3 clusters Score -920675.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -920767.375000 Penalty: 2958.069580
	Iteration 21Q: 3 clusters Score -920767.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -920841.062500 Penalty: 2958.069580
	Iteration 22Q: 3 clusters Score -920841.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -920898.375000 Penalty: 2958.069580
	Iteration 23Q: 3 clusters Score -920898.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -920941.812500 Penalty: 2958.069580
	Iteration 24Q: 3 clusters Score -920941.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -920990.375000 Penalty: 2958.069580
	Iteration 25Q: 3 clusters Score -920990.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -921041.625000 Penalty: 2958.069580
	Iteration 26Q: 3 clusters Score -921041.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -921079.562500 Penalty: 2958.069580
	Iteration 27Q: 3 clusters Score -921079.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -921116.375000 Penalty: 2958.069580
	Iteration 28Q: 3 clusters Score -921116.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -921150.562500 Penalty: 2958.069580
	Iteration 29Q: 3 clusters Score -921150.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -921183.250000 Penalty: 2958.069580
	Iteration 30Q: 3 clusters Score -921183.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -921210.000000 Penalty: 2958.069580
	Iteration 31Q: 3 clusters Score -921210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -921231.812500 Penalty: 2958.069580
	Iteration 32Q: 3 clusters Score -921231.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -921263.312500 Penalty: 2958.069580
	Iteration 33Q: 3 clusters Score -921263.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -921289.625000 Penalty: 2958.069580
	Iteration 34Q: 3 clusters Score -921289.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -921316.187500 Penalty: 2958.069580
	Iteration 35Q: 3 clusters Score -921316.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -921339.625000 Penalty: 2958.069580
	Iteration 36Q: 3 clusters Score -921339.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -921374.062500 Penalty: 2958.069580
	Iteration 37Q: 3 clusters Score -921374.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -921390.562500 Penalty: 2958.069580
	Iteration 38Q: 3 clusters Score -921390.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -921405.500000 Penalty: 2958.069580
	Iteration 39Q: 3 clusters Score -921405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -921413.812500 Penalty: 2958.069580
	Iteration 40F: 3 clusters Score -921413.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -921425.250000 Penalty: 2958.069580
	Iteration 41Q: 3 clusters Score -921425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -921434.312500 Penalty: 2958.069580
	Iteration 42Q: 3 clusters Score -921434.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -921442.687500 Penalty: 2958.069580
	Iteration 43Q: 3 clusters Score -921442.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -921447.312500 Penalty: 2958.069580
	Iteration 44Q: 3 clusters Score -921447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -921448.750000 Penalty: 2958.069580
	Iteration 45Q: 3 clusters Score -921448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -921449.875000 Penalty: 2958.069580
	Iteration 46Q: 3 clusters Score -921449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -921452.125000 Penalty: 2958.069580
	Iteration 47Q: 3 clusters Score -921452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -921455.187500 Penalty: 2958.069580
	Iteration 48Q: 3 clusters Score -921455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -921459.000000 Penalty: 2958.069580
	Iteration 49Q: 3 clusters Score -921459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -921469.562500 Penalty: 2958.069580
	Iteration 50Q: 3 clusters Score -921469.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -921474.312500 Penalty: 2958.069580
	Iteration 51Q: 3 clusters Score -921474.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -921480.125000 Penalty: 2958.069580
	Iteration 52Q: 3 clusters Score -921480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -921483.437500 Penalty: 2958.069580
	Iteration 53Q: 3 clusters Score -921483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -921486.250000 Penalty: 2958.069580
	Iteration 54Q: 3 clusters Score -921486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -921488.000000 Penalty: 2958.069580
	Iteration 55Q: 3 clusters Score -921488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -921488.375000 Penalty: 2958.069580
	Iteration 56Q: 3 clusters Score -921488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -921488.562500 Penalty: 2958.069580
	Iteration 57Q: 3 clusters Score -921488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -921489.562500 Penalty: 2958.069580
	Iteration 58Q: 3 clusters Score -921489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -921490.687500 Penalty: 2958.069580
	Iteration 59Q: 3 clusters Score -921490.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -921490.687500 Penalty: 2958.069580
	Iteration 60F: 3 clusters Score -921490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Entering Unmasked Estep 
Score: -779114.812500 Penalty: 1469.638916
	Iteration 0F: 2 clusters Score -779114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -772938.750000 Penalty: 2939.277832
	Iteration 0F: 3 clusters Score -772938.8 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -775019.875000 Penalty: 2939.277832
	Iteration 1F: 3 clusters Score -775019.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -775359.937500 Penalty: 2939.277832
	Iteration 2F: 3 clusters Score -775359.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -775592.625000 Penalty: 2939.277832
	Iteration 3F: 3 clusters Score -775592.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -775812.000000 Penalty: 2939.277832
	Iteration 4Q: 3 clusters Score -775812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -776008.625000 Penalty: 2939.277832
	Iteration 5Q: 3 clusters Score -776008.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -776188.125000 Penalty: 2939.277832
	Iteration 6Q: 3 clusters Score -776188.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -776356.125000 Penalty: 2939.277832
	Iteration 7Q: 3 clusters Score -776356.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -776531.375000 Penalty: 2939.277832
	Iteration 8Q: 3 clusters Score -776531.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -776723.625000 Penalty: 2939.277832
	Iteration 9Q: 3 clusters Score -776723.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -776924.375000 Penalty: 2939.277832
	Iteration 10Q: 3 clusters Score -776924.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -777111.062500 Penalty: 2939.277832
	Iteration 11Q: 3 clusters Score -777111.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -777263.500000 Penalty: 2939.277832
	Iteration 12Q: 3 clusters Score -777263.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -777395.250000 Penalty: 2939.277832
	Iteration 13Q: 3 clusters Score -777395.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -777475.125000 Penalty: 2939.277832
	Iteration 14Q: 3 clusters Score -777475.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -777531.250000 Penalty: 2939.277832
	Iteration 15Q: 3 clusters Score -777531.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -777578.437500 Penalty: 2939.277832
	Iteration 16Q: 3 clusters Score -777578.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -777613.500000 Penalty: 2939.277832
	Iteration 17Q: 3 clusters Score -777613.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -777640.812500 Penalty: 2939.277832
	Iteration 18Q: 3 clusters Score -777640.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -777664.812500 Penalty: 2939.277832
	Iteration 19Q: 3 clusters Score -777664.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -777678.375000 Penalty: 2939.277832
	Iteration 20F: 3 clusters Score -777678.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -777692.437500 Penalty: 2939.277832
	Iteration 21Q: 3 clusters Score -777692.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -777700.562500 Penalty: 2939.277832
	Iteration 22Q: 3 clusters Score -777700.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -777708.812500 Penalty: 2939.277832
	Iteration 23Q: 3 clusters Score -777708.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -777719.375000 Penalty: 2939.277832
	Iteration 24Q: 3 clusters Score -777719.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -777727.375000 Penalty: 2939.277832
	Iteration 25Q: 3 clusters Score -777727.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -777735.375000 Penalty: 2939.277832
	Iteration 26Q: 3 clusters Score -777735.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -777739.062500 Penalty: 2939.277832
	Iteration 27Q: 3 clusters Score -777739.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -777747.875000 Penalty: 2939.277832
	Iteration 28Q: 3 clusters Score -777747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -777756.250000 Penalty: 2939.277832
	Iteration 29Q: 3 clusters Score -777756.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -777760.500000 Penalty: 2939.277832
	Iteration 30Q: 3 clusters Score -777760.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -777769.250000 Penalty: 2939.277832
	Iteration 31Q: 3 clusters Score -777769.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -777778.125000 Penalty: 2939.277832
	Iteration 32Q: 3 clusters Score -777778.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -777786.187500 Penalty: 2939.277832
	Iteration 33Q: 3 clusters Score -777786.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -777789.875000 Penalty: 2939.277832
	Iteration 34Q: 3 clusters Score -777789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -777798.562500 Penalty: 2939.277832
	Iteration 35Q: 3 clusters Score -777798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -777802.500000 Penalty: 2939.277832
	Iteration 36Q: 3 clusters Score -777802.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -777809.750000 Penalty: 2939.277832
	Iteration 37Q: 3 clusters Score -777809.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -777814.312500 Penalty: 2939.277832
	Iteration 38Q: 3 clusters Score -777814.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -777821.000000 Penalty: 2939.277832
	Iteration 39Q: 3 clusters Score -777821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -777827.000000 Penalty: 2939.277832
	Iteration 40F: 3 clusters Score -777827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -777831.875000 Penalty: 2939.277832
	Iteration 41Q: 3 clusters Score -777831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -777832.937500 Penalty: 2939.277832
	Iteration 42Q: 3 clusters Score -777832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -777832.000000 Penalty: 2939.277832
	Iteration 43Q: 3 clusters Score -777832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -777834.437500 Penalty: 2939.277832
	Iteration 44Q: 3 clusters Score -777834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -777836.125000 Penalty: 2939.277832
	Iteration 45Q: 3 clusters Score -777836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -777837.562500 Penalty: 2939.277832
	Iteration 46Q: 3 clusters Score -777837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -777840.500000 Penalty: 2939.277832
	Iteration 47Q: 3 clusters Score -777840.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -777845.375000 Penalty: 2939.277832
	Iteration 48Q: 3 clusters Score -777845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -777848.750000 Penalty: 2939.277832
	Iteration 49Q: 3 clusters Score -777848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -777850.250000 Penalty: 2939.277832
	Iteration 50Q: 3 clusters Score -777850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -777853.250000 Penalty: 2939.277832
	Iteration 51Q: 3 clusters Score -777853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -777856.187500 Penalty: 2939.277832
	Iteration 52Q: 3 clusters Score -777856.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -777860.750000 Penalty: 2939.277832
	Iteration 53Q: 3 clusters Score -777860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -777864.312500 Penalty: 2939.277832
	Iteration 54Q: 3 clusters Score -777864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -777867.812500 Penalty: 2939.277832
	Iteration 55Q: 3 clusters Score -777867.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -777870.187500 Penalty: 2939.277832
	Iteration 56Q: 3 clusters Score -777870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -777872.562500 Penalty: 2939.277832
	Iteration 57Q: 3 clusters Score -777872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -777872.000000 Penalty: 2939.277832
	Iteration 58Q: 3 clusters Score -777872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -777874.000000 Penalty: 2939.277832
	Iteration 59Q: 3 clusters Score -777874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -777874.437500 Penalty: 2939.277832
	Iteration 60F: 3 clusters Score -777874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -777876.750000 Penalty: 2939.277832
	Iteration 61Q: 3 clusters Score -777876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -777877.125000 Penalty: 2939.277832
	Iteration 62Q: 3 clusters Score -777877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -777876.312500 Penalty: 2939.277832
	Iteration 63Q: 3 clusters Score -777876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -777877.562500 Penalty: 2939.277832
	Iteration 64Q: 3 clusters Score -777877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -777879.125000 Penalty: 2939.277832
	Iteration 65Q: 3 clusters Score -777879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -777879.125000 Penalty: 2939.277832
	Iteration 66Q: 3 clusters Score -777879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -777880.562500 Penalty: 2939.277832
	Iteration 67Q: 3 clusters Score -777880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -777882.500000 Penalty: 2939.277832
	Iteration 68Q: 3 clusters Score -777882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -777882.625000 Penalty: 2939.277832
	Iteration 69Q: 3 clusters Score -777882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -777882.375000 Penalty: 2939.277832
	Iteration 70Q: 3 clusters Score -777882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -777885.500000 Penalty: 2939.277832
	Iteration 71Q: 3 clusters Score -777885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -777885.812500 Penalty: 2939.277832
	Iteration 72Q: 3 clusters Score -777885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -777885.812500 Penalty: 2939.277832
	Iteration 73F: 3 clusters Score -777885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -364734.875000 Penalty: 1335.202026
	Iteration 0F: 2 clusters Score -364734.9 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 1872 members 
Entering Unmasked Estep 
Score: -361584.812500 Penalty: 2670.404053
	Iteration 0F: 3 clusters Score -361584.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -362466.281250 Penalty: 2670.404053
	Iteration 1F: 3 clusters Score -362466.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -362688.187500 Penalty: 2670.404053
	Iteration 2F: 3 clusters Score -362688.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -362857.343750 Penalty: 2670.404053
	Iteration 3F: 3 clusters Score -362857.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -362988.593750 Penalty: 2670.404053
	Iteration 4Q: 3 clusters Score -362988.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -363095.062500 Penalty: 2670.404053
	Iteration 5Q: 3 clusters Score -363095.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -363195.406250 Penalty: 2670.404053
	Iteration 6Q: 3 clusters Score -363195.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -363278.468750 Penalty: 2670.404053
	Iteration 7Q: 3 clusters Score -363278.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -363370.625000 Penalty: 2670.404053
	Iteration 8Q: 3 clusters Score -363370.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -363488.500000 Penalty: 2670.404053
	Iteration 9Q: 3 clusters Score -363488.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -363591.312500 Penalty: 2670.404053
	Iteration 10Q: 3 clusters Score -363591.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -363680.000000 Penalty: 2670.404053
	Iteration 11Q: 3 clusters Score -363680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363761.687500 Penalty: 2670.404053
	Iteration 12Q: 3 clusters Score -363761.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -363850.687500 Penalty: 2670.404053
	Iteration 13Q: 3 clusters Score -363850.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -363931.250000 Penalty: 2670.404053
	Iteration 14Q: 3 clusters Score -363931.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -364024.937500 Penalty: 2670.404053
	Iteration 15Q: 3 clusters Score -364024.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -364139.718750 Penalty: 2670.404053
	Iteration 16Q: 3 clusters Score -364139.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -364260.718750 Penalty: 2670.404053
	Iteration 17Q: 3 clusters Score -364260.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -364350.812500 Penalty: 2670.404053
	Iteration 18Q: 3 clusters Score -364350.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -364413.468750 Penalty: 2670.404053
	Iteration 19Q: 3 clusters Score -364413.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -364450.750000 Penalty: 2670.404053
	Iteration 20F: 3 clusters Score -364450.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -364469.343750 Penalty: 2670.404053
	Iteration 21Q: 3 clusters Score -364469.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -364483.343750 Penalty: 2670.404053
	Iteration 22Q: 3 clusters Score -364483.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -364495.156250 Penalty: 2670.404053
	Iteration 23Q: 3 clusters Score -364495.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -364503.750000 Penalty: 2670.404053
	Iteration 24Q: 3 clusters Score -364503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -364512.406250 Penalty: 2670.404053
	Iteration 25Q: 3 clusters Score -364512.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -364518.687500 Penalty: 2670.404053
	Iteration 26Q: 3 clusters Score -364518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -364522.562500 Penalty: 2670.404053
	Iteration 27Q: 3 clusters Score -364522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -364524.437500 Penalty: 2670.404053
	Iteration 28Q: 3 clusters Score -364524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -364525.093750 Penalty: 2670.404053
	Iteration 29Q: 3 clusters Score -364525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -364526.093750 Penalty: 2670.404053
	Iteration 30Q: 3 clusters Score -364526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -364527.125000 Penalty: 2670.404053
	Iteration 31Q: 3 clusters Score -364527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -364529.593750 Penalty: 2670.404053
	Iteration 32Q: 3 clusters Score -364529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -364532.250000 Penalty: 2670.404053
	Iteration 33Q: 3 clusters Score -364532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -364536.906250 Penalty: 2670.404053
	Iteration 34Q: 3 clusters Score -364536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -364539.781250 Penalty: 2670.404053
	Iteration 35Q: 3 clusters Score -364539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364540.156250 Penalty: 2670.404053
	Iteration 36Q: 3 clusters Score -364540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -364542.468750 Penalty: 2670.404053
	Iteration 37Q: 3 clusters Score -364542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -364546.718750 Penalty: 2670.404053
	Iteration 38Q: 3 clusters Score -364546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -364550.343750 Penalty: 2670.404053
	Iteration 39Q: 3 clusters Score -364550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -364550.500000 Penalty: 2670.404053
	Iteration 40F: 3 clusters Score -364550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (25496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Entering Unmasked Estep 
Score: -2396842.750000 Penalty: 1648.769897
	Iteration 0F: 2 clusters Score -2396843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2379486.500000 Penalty: 3297.539795
	Iteration 0F: 3 clusters Score -2379486 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2386782.000000 Penalty: 3297.539795
	Iteration 1F: 3 clusters Score -2386782 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2387813.250000 Penalty: 3297.539795
	Iteration 2F: 3 clusters Score -2387813 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2388761.750000 Penalty: 3297.539795
	Iteration 3F: 3 clusters Score -2388762 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2389394.500000 Penalty: 3297.539795
	Iteration 4F: 3 clusters Score -2389394 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2389840.000000 Penalty: 3297.539795
	Iteration 5Q: 3 clusters Score -2389840 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2390168.250000 Penalty: 3297.539795
	Iteration 6Q: 3 clusters Score -2390168 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2390432.750000 Penalty: 3297.539795
	Iteration 7Q: 3 clusters Score -2390433 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2390666.750000 Penalty: 3297.539795
	Iteration 8Q: 3 clusters Score -2390667 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2390881.250000 Penalty: 3297.539795
	Iteration 9Q: 3 clusters Score -2390881 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2391041.500000 Penalty: 3297.539795
	Iteration 10Q: 3 clusters Score -2391042 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2391212.000000 Penalty: 3297.539795
	Iteration 11Q: 3 clusters Score -2391212 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2391448.750000 Penalty: 3297.539795
	Iteration 12Q: 3 clusters Score -2391449 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2391658.000000 Penalty: 3297.539795
	Iteration 13Q: 3 clusters Score -2391658 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2391905.250000 Penalty: 3297.539795
	Iteration 14Q: 3 clusters Score -2391905 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2392146.500000 Penalty: 3297.539795
	Iteration 15Q: 3 clusters Score -2392146 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2392407.500000 Penalty: 3297.539795
	Iteration 16Q: 3 clusters Score -2392408 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2392675.000000 Penalty: 3297.539795
	Iteration 17Q: 3 clusters Score -2392675 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2392883.000000 Penalty: 3297.539795
	Iteration 18Q: 3 clusters Score -2392883 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2393037.500000 Penalty: 3297.539795
	Iteration 19Q: 3 clusters Score -2393038 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2393134.750000 Penalty: 3297.539795
	Iteration 20F: 3 clusters Score -2393135 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2393195.750000 Penalty: 3297.539795
	Iteration 21Q: 3 clusters Score -2393196 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2393239.250000 Penalty: 3297.539795
	Iteration 22Q: 3 clusters Score -2393239 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2393289.000000 Penalty: 3297.539795
	Iteration 23Q: 3 clusters Score -2393289 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2393333.250000 Penalty: 3297.539795
	Iteration 24Q: 3 clusters Score -2393333 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2393380.000000 Penalty: 3297.539795
	Iteration 25Q: 3 clusters Score -2393380 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2393401.250000 Penalty: 3297.539795
	Iteration 26Q: 3 clusters Score -2393401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2393430.250000 Penalty: 3297.539795
	Iteration 27Q: 3 clusters Score -2393430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2393464.750000 Penalty: 3297.539795
	Iteration 28Q: 3 clusters Score -2393465 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2393493.750000 Penalty: 3297.539795
	Iteration 29Q: 3 clusters Score -2393494 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2393530.750000 Penalty: 3297.539795
	Iteration 30Q: 3 clusters Score -2393531 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2393561.250000 Penalty: 3297.539795
	Iteration 31Q: 3 clusters Score -2393561 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2393591.250000 Penalty: 3297.539795
	Iteration 32Q: 3 clusters Score -2393591 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2393623.500000 Penalty: 3297.539795
	Iteration 33Q: 3 clusters Score -2393624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2393660.000000 Penalty: 3297.539795
	Iteration 34Q: 3 clusters Score -2393660 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2393697.000000 Penalty: 3297.539795
	Iteration 35Q: 3 clusters Score -2393697 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2393720.750000 Penalty: 3297.539795
	Iteration 36Q: 3 clusters Score -2393721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2393747.000000 Penalty: 3297.539795
	Iteration 37Q: 3 clusters Score -2393747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2393773.750000 Penalty: 3297.539795
	Iteration 38Q: 3 clusters Score -2393774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2393792.000000 Penalty: 3297.539795
	Iteration 39Q: 3 clusters Score -2393792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2393805.500000 Penalty: 3297.539795
	Iteration 40F: 3 clusters Score -2393806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2393819.250000 Penalty: 3297.539795
	Iteration 41Q: 3 clusters Score -2393819 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2393832.750000 Penalty: 3297.539795
	Iteration 42Q: 3 clusters Score -2393833 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2393844.250000 Penalty: 3297.539795
	Iteration 43Q: 3 clusters Score -2393844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2393855.000000 Penalty: 3297.539795
	Iteration 44Q: 3 clusters Score -2393855 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2393868.250000 Penalty: 3297.539795
	Iteration 45Q: 3 clusters Score -2393868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2393878.000000 Penalty: 3297.539795
	Iteration 46Q: 3 clusters Score -2393878 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2393895.750000 Penalty: 3297.539795
	Iteration 47Q: 3 clusters Score -2393896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2393910.750000 Penalty: 3297.539795
	Iteration 48Q: 3 clusters Score -2393911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2393929.000000 Penalty: 3297.539795
	Iteration 49Q: 3 clusters Score -2393929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2393949.000000 Penalty: 3297.539795
	Iteration 50Q: 3 clusters Score -2393949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2393969.500000 Penalty: 3297.539795
	Iteration 51Q: 3 clusters Score -2393970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2393982.000000 Penalty: 3297.539795
	Iteration 52Q: 3 clusters Score -2393982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2394016.500000 Penalty: 3297.539795
	Iteration 53Q: 3 clusters Score -2394016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2394045.500000 Penalty: 3297.539795
	Iteration 54Q: 3 clusters Score -2394046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2394074.000000 Penalty: 3297.539795
	Iteration 55Q: 3 clusters Score -2394074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2394098.750000 Penalty: 3297.539795
	Iteration 56Q: 3 clusters Score -2394099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2394114.750000 Penalty: 3297.539795
	Iteration 57Q: 3 clusters Score -2394115 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2394143.000000 Penalty: 3297.539795
	Iteration 58Q: 3 clusters Score -2394143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2394180.250000 Penalty: 3297.539795
	Iteration 59Q: 3 clusters Score -2394180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2394194.000000 Penalty: 3297.539795
	Iteration 60F: 3 clusters Score -2394194 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2394213.250000 Penalty: 3297.539795
	Iteration 61Q: 3 clusters Score -2394213 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2394228.250000 Penalty: 3297.539795
	Iteration 62Q: 3 clusters Score -2394228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2394244.750000 Penalty: 3297.539795
	Iteration 63Q: 3 clusters Score -2394245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2394263.500000 Penalty: 3297.539795
	Iteration 64Q: 3 clusters Score -2394264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2394300.500000 Penalty: 3297.539795
	Iteration 65Q: 3 clusters Score -2394300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2394329.750000 Penalty: 3297.539795
	Iteration 66Q: 3 clusters Score -2394330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2394369.750000 Penalty: 3297.539795
	Iteration 67Q: 3 clusters Score -2394370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2394408.500000 Penalty: 3297.539795
	Iteration 68Q: 3 clusters Score -2394408 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2394456.250000 Penalty: 3297.539795
	Iteration 69Q: 3 clusters Score -2394456 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2394508.250000 Penalty: 3297.539795
	Iteration 70Q: 3 clusters Score -2394508 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2394552.750000 Penalty: 3297.539795
	Iteration 71Q: 3 clusters Score -2394553 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2394605.500000 Penalty: 3297.539795
	Iteration 72Q: 3 clusters Score -2394606 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2394656.000000 Penalty: 3297.539795
	Iteration 73Q: 3 clusters Score -2394656 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2394710.000000 Penalty: 3297.539795
	Iteration 74Q: 3 clusters Score -2394710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2394778.250000 Penalty: 3297.539795
	Iteration 75Q: 3 clusters Score -2394778 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2394851.250000 Penalty: 3297.539795
	Iteration 76Q: 3 clusters Score -2394851 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2394911.750000 Penalty: 3297.539795
	Iteration 77Q: 3 clusters Score -2394912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2394984.500000 Penalty: 3297.539795
	Iteration 78Q: 3 clusters Score -2394984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2395061.000000 Penalty: 3297.539795
	Iteration 79Q: 3 clusters Score -2395061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2395141.000000 Penalty: 3297.539795
	Iteration 80F: 3 clusters Score -2395141 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2395244.750000 Penalty: 3297.539795
	Iteration 81Q: 3 clusters Score -2395245 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2395362.750000 Penalty: 3297.539795
	Iteration 82Q: 3 clusters Score -2395363 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2395482.750000 Penalty: 3297.539795
	Iteration 83Q: 3 clusters Score -2395483 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2395577.250000 Penalty: 3297.539795
	Iteration 84Q: 3 clusters Score -2395577 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2395691.500000 Penalty: 3297.539795
	Iteration 85Q: 3 clusters Score -2395692 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2395782.750000 Penalty: 3297.539795
	Iteration 86Q: 3 clusters Score -2395783 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2395855.000000 Penalty: 3297.539795
	Iteration 87Q: 3 clusters Score -2395855 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2395910.750000 Penalty: 3297.539795
	Iteration 88Q: 3 clusters Score -2395911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2395958.750000 Penalty: 3297.539795
	Iteration 89Q: 3 clusters Score -2395959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2396005.000000 Penalty: 3297.539795
	Iteration 90Q: 3 clusters Score -2396005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2396037.500000 Penalty: 3297.539795
	Iteration 91Q: 3 clusters Score -2396038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2396063.000000 Penalty: 3297.539795
	Iteration 92Q: 3 clusters Score -2396063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2396086.750000 Penalty: 3297.539795
	Iteration 93Q: 3 clusters Score -2396087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2396115.750000 Penalty: 3297.539795
	Iteration 94Q: 3 clusters Score -2396116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2396129.500000 Penalty: 3297.539795
	Iteration 95Q: 3 clusters Score -2396130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2396151.250000 Penalty: 3297.539795
	Iteration 96Q: 3 clusters Score -2396151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2396185.000000 Penalty: 3297.539795
	Iteration 97Q: 3 clusters Score -2396185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2396199.750000 Penalty: 3297.539795
	Iteration 98Q: 3 clusters Score -2396200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2396216.500000 Penalty: 3297.539795
	Iteration 99Q: 3 clusters Score -2396216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2396235.750000 Penalty: 3297.539795
	Iteration 100F: 3 clusters Score -2396236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2396264.000000 Penalty: 3297.539795
	Iteration 101Q: 3 clusters Score -2396264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2396278.500000 Penalty: 3297.539795
	Iteration 102Q: 3 clusters Score -2396278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2396296.500000 Penalty: 3297.539795
	Iteration 103Q: 3 clusters Score -2396296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2396321.000000 Penalty: 3297.539795
	Iteration 104Q: 3 clusters Score -2396321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2396327.500000 Penalty: 3297.539795
	Iteration 105Q: 3 clusters Score -2396328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2396344.500000 Penalty: 3297.539795
	Iteration 106Q: 3 clusters Score -2396344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2396356.250000 Penalty: 3297.539795
	Iteration 107Q: 3 clusters Score -2396356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2396363.500000 Penalty: 3297.539795
	Iteration 108Q: 3 clusters Score -2396364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2396369.000000 Penalty: 3297.539795
	Iteration 109Q: 3 clusters Score -2396369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2396382.250000 Penalty: 3297.539795
	Iteration 110Q: 3 clusters Score -2396382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2396384.250000 Penalty: 3297.539795
	Iteration 111Q: 3 clusters Score -2396384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2396390.000000 Penalty: 3297.539795
	Iteration 112Q: 3 clusters Score -2396390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2396399.250000 Penalty: 3297.539795
	Iteration 113Q: 3 clusters Score -2396399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2396405.500000 Penalty: 3297.539795
	Iteration 114Q: 3 clusters Score -2396406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2396419.000000 Penalty: 3297.539795
	Iteration 115Q: 3 clusters Score -2396419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2396425.250000 Penalty: 3297.539795
	Iteration 116Q: 3 clusters Score -2396425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2396434.000000 Penalty: 3297.539795
	Iteration 117Q: 3 clusters Score -2396434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2396439.000000 Penalty: 3297.539795
	Iteration 118Q: 3 clusters Score -2396439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2396446.000000 Penalty: 3297.539795
	Iteration 119Q: 3 clusters Score -2396446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2396449.750000 Penalty: 3297.539795
	Iteration 120F: 3 clusters Score -2396450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2396449.000000 Penalty: 3297.539795
	Iteration 121Q: 3 clusters Score -2396449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2396448.250000 Penalty: 3297.539795
	Iteration 122Q: 3 clusters Score -2396448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2396450.000000 Penalty: 3297.539795
	Iteration 123Q: 3 clusters Score -2396450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -2396449.250000 Penalty: 3297.539795
	Iteration 124Q: 3 clusters Score -2396449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2396449.500000 Penalty: 3297.539795
	Iteration 125Q: 3 clusters Score -2396450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2396449.500000 Penalty: 3297.539795
	Iteration 126F: 3 clusters Score -2396450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Entering Unmasked Estep 
Score: -873918.562500 Penalty: 1470.366577
	Iteration 0F: 2 clusters Score -873918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -867617.125000 Penalty: 2940.733154
	Iteration 0F: 3 clusters Score -867617.1 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -869565.000000 Penalty: 2940.733154
	Iteration 1F: 3 clusters Score -869565 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -869790.375000 Penalty: 2940.733154
	Iteration 2F: 3 clusters Score -869790.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -869967.375000 Penalty: 2940.733154
	Iteration 3F: 3 clusters Score -869967.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -870120.187500 Penalty: 2940.733154
	Iteration 4Q: 3 clusters Score -870120.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -870276.562500 Penalty: 2940.733154
	Iteration 5Q: 3 clusters Score -870276.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -870448.437500 Penalty: 2940.733154
	Iteration 6Q: 3 clusters Score -870448.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -870653.562500 Penalty: 2940.733154
	Iteration 7Q: 3 clusters Score -870653.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -870867.375000 Penalty: 2940.733154
	Iteration 8Q: 3 clusters Score -870867.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -871109.750000 Penalty: 2940.733154
	Iteration 9Q: 3 clusters Score -871109.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -871360.125000 Penalty: 2940.733154
	Iteration 10Q: 3 clusters Score -871360.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -871641.375000 Penalty: 2940.733154
	Iteration 11Q: 3 clusters Score -871641.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -871899.125000 Penalty: 2940.733154
	Iteration 12Q: 3 clusters Score -871899.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -872082.812500 Penalty: 2940.733154
	Iteration 13Q: 3 clusters Score -872082.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -872198.687500 Penalty: 2940.733154
	Iteration 14Q: 3 clusters Score -872198.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -872267.750000 Penalty: 2940.733154
	Iteration 15Q: 3 clusters Score -872267.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -872317.062500 Penalty: 2940.733154
	Iteration 16Q: 3 clusters Score -872317.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -872363.750000 Penalty: 2940.733154
	Iteration 17Q: 3 clusters Score -872363.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -872408.062500 Penalty: 2940.733154
	Iteration 18Q: 3 clusters Score -872408.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -872437.625000 Penalty: 2940.733154
	Iteration 19Q: 3 clusters Score -872437.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -872470.187500 Penalty: 2940.733154
	Iteration 20F: 3 clusters Score -872470.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -872489.687500 Penalty: 2940.733154
	Iteration 21Q: 3 clusters Score -872489.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -872520.687500 Penalty: 2940.733154
	Iteration 22Q: 3 clusters Score -872520.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -872546.500000 Penalty: 2940.733154
	Iteration 23Q: 3 clusters Score -872546.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -872567.312500 Penalty: 2940.733154
	Iteration 24Q: 3 clusters Score -872567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -872577.500000 Penalty: 2940.733154
	Iteration 25Q: 3 clusters Score -872577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -872583.125000 Penalty: 2940.733154
	Iteration 26Q: 3 clusters Score -872583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -872590.437500 Penalty: 2940.733154
	Iteration 27Q: 3 clusters Score -872590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -872599.500000 Penalty: 2940.733154
	Iteration 28Q: 3 clusters Score -872599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -872608.000000 Penalty: 2940.733154
	Iteration 29Q: 3 clusters Score -872608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -872624.187500 Penalty: 2940.733154
	Iteration 30Q: 3 clusters Score -872624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -872637.187500 Penalty: 2940.733154
	Iteration 31Q: 3 clusters Score -872637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -872648.812500 Penalty: 2940.733154
	Iteration 32Q: 3 clusters Score -872648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -872656.625000 Penalty: 2940.733154
	Iteration 33Q: 3 clusters Score -872656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -872662.875000 Penalty: 2940.733154
	Iteration 34Q: 3 clusters Score -872662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -872669.687500 Penalty: 2940.733154
	Iteration 35Q: 3 clusters Score -872669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -872673.625000 Penalty: 2940.733154
	Iteration 36Q: 3 clusters Score -872673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -872680.500000 Penalty: 2940.733154
	Iteration 37Q: 3 clusters Score -872680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -872684.812500 Penalty: 2940.733154
	Iteration 38Q: 3 clusters Score -872684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -872690.500000 Penalty: 2940.733154
	Iteration 39Q: 3 clusters Score -872690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -872693.062500 Penalty: 2940.733154
	Iteration 40F: 3 clusters Score -872693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -872693.375000 Penalty: 2940.733154
	Iteration 41Q: 3 clusters Score -872693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -872693.000000 Penalty: 2940.733154
	Iteration 42Q: 3 clusters Score -872693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -872693.000000 Penalty: 2940.733154
	Iteration 43F: 3 clusters Score -872693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -290411.625000 Penalty: 1295.861572
	Iteration 0F: 2 clusters Score -290411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -287741.406250 Penalty: 2591.723145
	Iteration 0F: 3 clusters Score -287741.4 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -288382.343750 Penalty: 2591.723145
	Iteration 1F: 3 clusters Score -288382.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288561.812500 Penalty: 2591.723145
	Iteration 2F: 3 clusters Score -288561.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -288678.531250 Penalty: 2591.723145
	Iteration 3F: 3 clusters Score -288678.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -288792.125000 Penalty: 2591.723145
	Iteration 4Q: 3 clusters Score -288792.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -288893.031250 Penalty: 2591.723145
	Iteration 5Q: 3 clusters Score -288893 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -288998.156250 Penalty: 2591.723145
	Iteration 6Q: 3 clusters Score -288998.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -289095.437500 Penalty: 2591.723145
	Iteration 7Q: 3 clusters Score -289095.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -289184.843750 Penalty: 2591.723145
	Iteration 8Q: 3 clusters Score -289184.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -289282.062500 Penalty: 2591.723145
	Iteration 9Q: 3 clusters Score -289282.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289378.093750 Penalty: 2591.723145
	Iteration 10Q: 3 clusters Score -289378.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -289463.687500 Penalty: 2591.723145
	Iteration 11Q: 3 clusters Score -289463.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -289519.718750 Penalty: 2591.723145
	Iteration 12Q: 3 clusters Score -289519.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -289562.937500 Penalty: 2591.723145
	Iteration 13Q: 3 clusters Score -289562.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -289590.906250 Penalty: 2591.723145
	Iteration 14Q: 3 clusters Score -289590.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -289609.875000 Penalty: 2591.723145
	Iteration 15Q: 3 clusters Score -289609.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -289625.406250 Penalty: 2591.723145
	Iteration 16Q: 3 clusters Score -289625.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -289629.906250 Penalty: 2591.723145
	Iteration 17Q: 3 clusters Score -289629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -289631.000000 Penalty: 2591.723145
	Iteration 18Q: 3 clusters Score -289631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -289631.562500 Penalty: 2591.723145
	Iteration 19Q: 3 clusters Score -289631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -289631.843750 Penalty: 2591.723145
	Iteration 20F: 3 clusters Score -289631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -289632.812500 Penalty: 2591.723145
	Iteration 21Q: 3 clusters Score -289632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -289632.812500 Penalty: 2591.723145
	Iteration 22F: 3 clusters Score -289632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -1029764.875000 Penalty: 1498.634644
	Iteration 0F: 2 clusters Score -1029765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1022537.062500 Penalty: 2997.269287
	Iteration 0F: 3 clusters Score -1022537 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1024993.000000 Penalty: 2997.269287
	Iteration 1F: 3 clusters Score -1024993 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1025272.687500 Penalty: 2997.269287
	Iteration 2F: 3 clusters Score -1025273 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1025544.875000 Penalty: 2997.269287
	Iteration 3F: 3 clusters Score -1025545 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1025800.875000 Penalty: 2997.269287
	Iteration 4F: 3 clusters Score -1025801 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1026030.125000 Penalty: 2997.269287
	Iteration 5Q: 3 clusters Score -1026030 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1026281.375000 Penalty: 2997.269287
	Iteration 6Q: 3 clusters Score -1026281 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1026543.500000 Penalty: 2997.269287
	Iteration 7Q: 3 clusters Score -1026544 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1026808.250000 Penalty: 2997.269287
	Iteration 8Q: 3 clusters Score -1026808 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1027069.437500 Penalty: 2997.269287
	Iteration 9Q: 3 clusters Score -1027069 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1027331.750000 Penalty: 2997.269287
	Iteration 10Q: 3 clusters Score -1027332 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1027573.062500 Penalty: 2997.269287
	Iteration 11Q: 3 clusters Score -1027573 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1027781.687500 Penalty: 2997.269287
	Iteration 12Q: 3 clusters Score -1027782 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1027970.375000 Penalty: 2997.269287
	Iteration 13Q: 3 clusters Score -1027970 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1028120.375000 Penalty: 2997.269287
	Iteration 14Q: 3 clusters Score -1028120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1028201.625000 Penalty: 2997.269287
	Iteration 15Q: 3 clusters Score -1028202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1028271.437500 Penalty: 2997.269287
	Iteration 16Q: 3 clusters Score -1028271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1028336.125000 Penalty: 2997.269287
	Iteration 17Q: 3 clusters Score -1028336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1028365.687500 Penalty: 2997.269287
	Iteration 18Q: 3 clusters Score -1028366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1028383.625000 Penalty: 2997.269287
	Iteration 19Q: 3 clusters Score -1028384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1028402.875000 Penalty: 2997.269287
	Iteration 20F: 3 clusters Score -1028403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1028418.125000 Penalty: 2997.269287
	Iteration 21Q: 3 clusters Score -1028418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1028427.812500 Penalty: 2997.269287
	Iteration 22Q: 3 clusters Score -1028428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1028439.187500 Penalty: 2997.269287
	Iteration 23Q: 3 clusters Score -1028439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1028449.937500 Penalty: 2997.269287
	Iteration 24Q: 3 clusters Score -1028450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1028459.875000 Penalty: 2997.269287
	Iteration 25Q: 3 clusters Score -1028460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1028462.062500 Penalty: 2997.269287
	Iteration 26Q: 3 clusters Score -1028462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1028464.375000 Penalty: 2997.269287
	Iteration 27Q: 3 clusters Score -1028464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1028465.562500 Penalty: 2997.269287
	Iteration 28Q: 3 clusters Score -1028466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1028467.437500 Penalty: 2997.269287
	Iteration 29Q: 3 clusters Score -1028467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1028468.437500 Penalty: 2997.269287
	Iteration 30Q: 3 clusters Score -1028468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1028469.312500 Penalty: 2997.269287
	Iteration 31Q: 3 clusters Score -1028469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1028471.812500 Penalty: 2997.269287
	Iteration 32Q: 3 clusters Score -1028472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1028471.937500 Penalty: 2997.269287
	Iteration 33Q: 3 clusters Score -1028472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1028473.562500 Penalty: 2997.269287
	Iteration 34Q: 3 clusters Score -1028474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1028474.375000 Penalty: 2997.269287
	Iteration 35Q: 3 clusters Score -1028474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1028475.000000 Penalty: 2997.269287
	Iteration 36Q: 3 clusters Score -1028475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1028476.562500 Penalty: 2997.269287
	Iteration 37Q: 3 clusters Score -1028477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1028477.875000 Penalty: 2997.269287
	Iteration 38Q: 3 clusters Score -1028478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1028479.000000 Penalty: 2997.269287
	Iteration 39Q: 3 clusters Score -1028479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1028479.000000 Penalty: 2997.269287
	Iteration 40F: 3 clusters Score -1028479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -229396.687500 Penalty: 1261.421875
	Iteration 0F: 2 clusters Score -229396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -227103.890625 Penalty: 2522.843750
	Iteration 0F: 3 clusters Score -227103.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -227671.968750 Penalty: 2522.843750
	Iteration 1F: 3 clusters Score -227672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -227864.375000 Penalty: 2522.843750
	Iteration 2F: 3 clusters Score -227864.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -228066.687500 Penalty: 2522.843750
	Iteration 3F: 3 clusters Score -228066.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -228252.453125 Penalty: 2522.843750
	Iteration 4F: 3 clusters Score -228252.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228376.359375 Penalty: 2522.843750
	Iteration 5Q: 3 clusters Score -228376.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -228466.031250 Penalty: 2522.843750
	Iteration 6Q: 3 clusters Score -228466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -228538.984375 Penalty: 2522.843750
	Iteration 7Q: 3 clusters Score -228539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -228571.437500 Penalty: 2522.843750
	Iteration 8Q: 3 clusters Score -228571.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -228595.593750 Penalty: 2522.843750
	Iteration 9Q: 3 clusters Score -228595.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -228614.843750 Penalty: 2522.843750
	Iteration 10Q: 3 clusters Score -228614.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -228628.125000 Penalty: 2522.843750
	Iteration 11Q: 3 clusters Score -228628.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -228638.140625 Penalty: 2522.843750
	Iteration 12Q: 3 clusters Score -228638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -228651.593750 Penalty: 2522.843750
	Iteration 13Q: 3 clusters Score -228651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -228660.546875 Penalty: 2522.843750
	Iteration 14Q: 3 clusters Score -228660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -228669.703125 Penalty: 2522.843750
	Iteration 15Q: 3 clusters Score -228669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -228676.546875 Penalty: 2522.843750
	Iteration 16Q: 3 clusters Score -228676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -228681.937500 Penalty: 2522.843750
	Iteration 17Q: 3 clusters Score -228681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -228687.531250 Penalty: 2522.843750
	Iteration 18Q: 3 clusters Score -228687.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -228695.625000 Penalty: 2522.843750
	Iteration 19Q: 3 clusters Score -228695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -228699.796875 Penalty: 2522.843750
	Iteration 20F: 3 clusters Score -228699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -228703.437500 Penalty: 2522.843750
	Iteration 21Q: 3 clusters Score -228703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228709.078125 Penalty: 2522.843750
	Iteration 22Q: 3 clusters Score -228709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228711.765625 Penalty: 2522.843750
	Iteration 23Q: 3 clusters Score -228711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -228715.750000 Penalty: 2522.843750
	Iteration 24Q: 3 clusters Score -228715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -228718.000000 Penalty: 2522.843750
	Iteration 25Q: 3 clusters Score -228718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -228719.937500 Penalty: 2522.843750
	Iteration 26Q: 3 clusters Score -228719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -228721.468750 Penalty: 2522.843750
	Iteration 27Q: 3 clusters Score -228721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -228722.890625 Penalty: 2522.843750
	Iteration 28Q: 3 clusters Score -228722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -228724.515625 Penalty: 2522.843750
	Iteration 29Q: 3 clusters Score -228724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -228726.078125 Penalty: 2522.843750
	Iteration 30Q: 3 clusters Score -228726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228726.390625 Penalty: 2522.843750
	Iteration 31Q: 3 clusters Score -228726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228726.390625 Penalty: 2522.843750
	Iteration 32F: 3 clusters Score -228726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -229879.687500 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -229879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -227555.703125 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -227555.7 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -228090.000000 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -228090 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -228208.468750 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -228208.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -228283.781250 Penalty: 2524.910645
	Iteration 3Q: 3 clusters Score -228283.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228345.625000 Penalty: 2524.910645
	Iteration 4Q: 3 clusters Score -228345.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228397.718750 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -228397.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -228428.812500 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -228428.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228447.218750 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -228447.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228462.046875 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -228462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228475.406250 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -228475.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228492.093750 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -228492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -228501.171875 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -228501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228512.453125 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -228512.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -228526.250000 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -228526.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -228545.281250 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -228545.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -228570.671875 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -228570.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -228589.984375 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -228590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -228608.000000 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -228608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -228625.765625 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -228625.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -228638.281250 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -228638.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -228659.546875 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -228659.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -228674.421875 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -228674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -228686.953125 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -228687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -228697.171875 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -228697.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -228708.093750 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -228708.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -228721.093750 Penalty: 2524.910645
	Iteration 25Q: 3 clusters Score -228721.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -228728.531250 Penalty: 2524.910645
	Iteration 26Q: 3 clusters Score -228728.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -228734.156250 Penalty: 2524.910645
	Iteration 27Q: 3 clusters Score -228734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -228739.500000 Penalty: 2524.910645
	Iteration 28Q: 3 clusters Score -228739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -228747.781250 Penalty: 2524.910645
	Iteration 29Q: 3 clusters Score -228747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -228753.437500 Penalty: 2524.910645
	Iteration 30Q: 3 clusters Score -228753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -228760.359375 Penalty: 2524.910645
	Iteration 31Q: 3 clusters Score -228760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -228765.843750 Penalty: 2524.910645
	Iteration 32Q: 3 clusters Score -228765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -228773.890625 Penalty: 2524.910645
	Iteration 33Q: 3 clusters Score -228773.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -228783.312500 Penalty: 2524.910645
	Iteration 34Q: 3 clusters Score -228783.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -228787.265625 Penalty: 2524.910645
	Iteration 35Q: 3 clusters Score -228787.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -228793.046875 Penalty: 2524.910645
	Iteration 36Q: 3 clusters Score -228793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -228797.875000 Penalty: 2524.910645
	Iteration 37Q: 3 clusters Score -228797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -228800.468750 Penalty: 2524.910645
	Iteration 38Q: 3 clusters Score -228800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -228804.281250 Penalty: 2524.910645
	Iteration 39Q: 3 clusters Score -228804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -228804.531250 Penalty: 2524.910645
	Iteration 40F: 3 clusters Score -228804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -364405.281250 Penalty: 1356.252197
	Iteration 0F: 2 clusters Score -364405.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -360955.687500 Penalty: 2712.504395
	Iteration 0F: 3 clusters Score -360955.7 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -362179.468750 Penalty: 2712.504395
	Iteration 1F: 3 clusters Score -362179.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -362510.187500 Penalty: 2712.504395
	Iteration 2F: 3 clusters Score -362510.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -362751.625000 Penalty: 2712.504395
	Iteration 3F: 3 clusters Score -362751.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -362925.500000 Penalty: 2712.504395
	Iteration 4F: 3 clusters Score -362925.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -363045.968750 Penalty: 2712.504395
	Iteration 5Q: 3 clusters Score -363046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -363141.562500 Penalty: 2712.504395
	Iteration 6Q: 3 clusters Score -363141.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -363223.093750 Penalty: 2712.504395
	Iteration 7Q: 3 clusters Score -363223.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -363297.687500 Penalty: 2712.504395
	Iteration 8Q: 3 clusters Score -363297.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -363373.375000 Penalty: 2712.504395
	Iteration 9Q: 3 clusters Score -363373.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -363438.625000 Penalty: 2712.504395
	Iteration 10Q: 3 clusters Score -363438.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -363497.906250 Penalty: 2712.504395
	Iteration 11Q: 3 clusters Score -363497.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -363550.093750 Penalty: 2712.504395
	Iteration 12Q: 3 clusters Score -363550.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -363583.718750 Penalty: 2712.504395
	Iteration 13Q: 3 clusters Score -363583.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -363622.781250 Penalty: 2712.504395
	Iteration 14Q: 3 clusters Score -363622.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -363661.093750 Penalty: 2712.504395
	Iteration 15Q: 3 clusters Score -363661.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -363692.468750 Penalty: 2712.504395
	Iteration 16Q: 3 clusters Score -363692.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -363719.562500 Penalty: 2712.504395
	Iteration 17Q: 3 clusters Score -363719.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -363738.656250 Penalty: 2712.504395
	Iteration 18Q: 3 clusters Score -363738.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -363758.187500 Penalty: 2712.504395
	Iteration 19Q: 3 clusters Score -363758.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -363767.312500 Penalty: 2712.504395
	Iteration 20F: 3 clusters Score -363767.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -363772.562500 Penalty: 2712.504395
	Iteration 21Q: 3 clusters Score -363772.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -363775.125000 Penalty: 2712.504395
	Iteration 22Q: 3 clusters Score -363775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -363781.531250 Penalty: 2712.504395
	Iteration 23Q: 3 clusters Score -363781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -363788.437500 Penalty: 2712.504395
	Iteration 24Q: 3 clusters Score -363788.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -363795.281250 Penalty: 2712.504395
	Iteration 25Q: 3 clusters Score -363795.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -363801.968750 Penalty: 2712.504395
	Iteration 26Q: 3 clusters Score -363802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -363805.750000 Penalty: 2712.504395
	Iteration 27Q: 3 clusters Score -363805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -363809.062500 Penalty: 2712.504395
	Iteration 28Q: 3 clusters Score -363809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -363811.656250 Penalty: 2712.504395
	Iteration 29Q: 3 clusters Score -363811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -363812.375000 Penalty: 2712.504395
	Iteration 30Q: 3 clusters Score -363812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -363812.250000 Penalty: 2712.504395
	Iteration 31Q: 3 clusters Score -363812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -363812.937500 Penalty: 2712.504395
	Iteration 32Q: 3 clusters Score -363812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -363811.656250 Penalty: 2712.504395
	Iteration 33Q: 3 clusters Score -363811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -363812.781250 Penalty: 2712.504395
	Iteration 34Q: 3 clusters Score -363812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -363812.781250 Penalty: 2712.504395
	Iteration 35F: 3 clusters Score -363812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -53965.187500 Penalty: 1030.880615
	Iteration 0F: 2 clusters Score -53965.19 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 297 members 
Entering Unmasked Estep 
Score: -52855.917969 Penalty: 2061.761230
	Iteration 0F: 3 clusters Score -52855.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53024.125000 Penalty: 2061.761230
	Iteration 1F: 3 clusters Score -53024.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53080.847656 Penalty: 2061.761230
	Iteration 2F: 3 clusters Score -53080.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53103.160156 Penalty: 2061.761230
	Iteration 3Q: 3 clusters Score -53103.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53109.847656 Penalty: 2061.761230
	Iteration 4Q: 3 clusters Score -53109.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53118.636719 Penalty: 2061.761230
	Iteration 5Q: 3 clusters Score -53118.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53122.523438 Penalty: 2061.761230
	Iteration 6Q: 3 clusters Score -53122.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53128.996094 Penalty: 2061.761230
	Iteration 7Q: 3 clusters Score -53129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53131.457031 Penalty: 2061.761230
	Iteration 8Q: 3 clusters Score -53131.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53132.511719 Penalty: 2061.761230
	Iteration 9Q: 3 clusters Score -53132.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53139.191406 Penalty: 2061.761230
	Iteration 10Q: 3 clusters Score -53139.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53141.574219 Penalty: 2061.761230
	Iteration 11Q: 3 clusters Score -53141.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53143.000000 Penalty: 2061.761230
	Iteration 12Q: 3 clusters Score -53143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53145.144531 Penalty: 2061.761230
	Iteration 13Q: 3 clusters Score -53145.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53148.250000 Penalty: 2061.761230
	Iteration 14Q: 3 clusters Score -53148.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53151.242188 Penalty: 2061.761230
	Iteration 15Q: 3 clusters Score -53151.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53155.007812 Penalty: 2061.761230
	Iteration 16Q: 3 clusters Score -53155.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53160.917969 Penalty: 2061.761230
	Iteration 17Q: 3 clusters Score -53160.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53160.917969 Penalty: 2061.761230
	Iteration 18F: 3 clusters Score -53160.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -1742942.500000 Penalty: 1584.618896
	Iteration 0F: 2 clusters Score -1742942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1731195.375000 Penalty: 3169.237793
	Iteration 0F: 3 clusters Score -1731195 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1735570.875000 Penalty: 3169.237793
	Iteration 1F: 3 clusters Score -1735571 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1736165.875000 Penalty: 3169.237793
	Iteration 2F: 3 clusters Score -1736166 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1736840.500000 Penalty: 3169.237793
	Iteration 3F: 3 clusters Score -1736840 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1737508.500000 Penalty: 3169.237793
	Iteration 4F: 3 clusters Score -1737508 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1738160.250000 Penalty: 3169.237793
	Iteration 5F: 3 clusters Score -1738160 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1738808.125000 Penalty: 3169.237793
	Iteration 6F: 3 clusters Score -1738808 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1739423.375000 Penalty: 3169.237793
	Iteration 7F: 3 clusters Score -1739423 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1740048.000000 Penalty: 3169.237793
	Iteration 8Q: 3 clusters Score -1740048 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1740682.875000 Penalty: 3169.237793
	Iteration 9Q: 3 clusters Score -1740683 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1741230.500000 Penalty: 3169.237793
	Iteration 10Q: 3 clusters Score -1741230 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1741448.500000 Penalty: 3169.237793
	Iteration 11Q: 3 clusters Score -1741448 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1741545.125000 Penalty: 3169.237793
	Iteration 12Q: 3 clusters Score -1741545 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1741612.750000 Penalty: 3169.237793
	Iteration 13Q: 3 clusters Score -1741613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1741647.625000 Penalty: 3169.237793
	Iteration 14Q: 3 clusters Score -1741648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1741660.125000 Penalty: 3169.237793
	Iteration 15Q: 3 clusters Score -1741660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1741667.750000 Penalty: 3169.237793
	Iteration 16Q: 3 clusters Score -1741668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1741679.375000 Penalty: 3169.237793
	Iteration 17Q: 3 clusters Score -1741679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1741694.500000 Penalty: 3169.237793
	Iteration 18Q: 3 clusters Score -1741694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1741701.500000 Penalty: 3169.237793
	Iteration 19Q: 3 clusters Score -1741702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1741704.625000 Penalty: 3169.237793
	Iteration 20F: 3 clusters Score -1741705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1741717.375000 Penalty: 3169.237793
	Iteration 21Q: 3 clusters Score -1741717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1741719.750000 Penalty: 3169.237793
	Iteration 22Q: 3 clusters Score -1741720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1741729.875000 Penalty: 3169.237793
	Iteration 23Q: 3 clusters Score -1741730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1741745.250000 Penalty: 3169.237793
	Iteration 24Q: 3 clusters Score -1741745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1741759.625000 Penalty: 3169.237793
	Iteration 25Q: 3 clusters Score -1741760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1741778.375000 Penalty: 3169.237793
	Iteration 26Q: 3 clusters Score -1741778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1741790.750000 Penalty: 3169.237793
	Iteration 27Q: 3 clusters Score -1741791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1741809.375000 Penalty: 3169.237793
	Iteration 28Q: 3 clusters Score -1741809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1741814.250000 Penalty: 3169.237793
	Iteration 29Q: 3 clusters Score -1741814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1741825.625000 Penalty: 3169.237793
	Iteration 30Q: 3 clusters Score -1741826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1741829.875000 Penalty: 3169.237793
	Iteration 31Q: 3 clusters Score -1741830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1741841.125000 Penalty: 3169.237793
	Iteration 32Q: 3 clusters Score -1741841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1741842.625000 Penalty: 3169.237793
	Iteration 33Q: 3 clusters Score -1741843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1741849.250000 Penalty: 3169.237793
	Iteration 34Q: 3 clusters Score -1741849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1741850.750000 Penalty: 3169.237793
	Iteration 35Q: 3 clusters Score -1741851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1741865.875000 Penalty: 3169.237793
	Iteration 36Q: 3 clusters Score -1741866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1741872.375000 Penalty: 3169.237793
	Iteration 37Q: 3 clusters Score -1741872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1741880.250000 Penalty: 3169.237793
	Iteration 38Q: 3 clusters Score -1741880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1741887.250000 Penalty: 3169.237793
	Iteration 39Q: 3 clusters Score -1741887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1741887.250000 Penalty: 3169.237793
	Iteration 40F: 3 clusters Score -1741887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1741888.250000 Penalty: 3169.237793
	Iteration 41Q: 3 clusters Score -1741888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1741889.625000 Penalty: 3169.237793
	Iteration 42Q: 3 clusters Score -1741890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1741888.500000 Penalty: 3169.237793
	Iteration 43Q: 3 clusters Score -1741888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1741890.500000 Penalty: 3169.237793
	Iteration 44Q: 3 clusters Score -1741890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1741894.375000 Penalty: 3169.237793
	Iteration 45Q: 3 clusters Score -1741894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1741896.375000 Penalty: 3169.237793
	Iteration 46Q: 3 clusters Score -1741896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1741896.500000 Penalty: 3169.237793
	Iteration 47Q: 3 clusters Score -1741896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1741899.500000 Penalty: 3169.237793
	Iteration 48Q: 3 clusters Score -1741900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1741896.000000 Penalty: 3169.237793
	Iteration 49Q: 3 clusters Score -1741896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1741896.000000 Penalty: 3169.237793
	Iteration 50Q: 3 clusters Score -1741896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1741894.000000 Penalty: 3169.237793
	Iteration 51Q: 3 clusters Score -1741894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1741893.500000 Penalty: 3169.237793
	Iteration 52Q: 3 clusters Score -1741894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1741893.500000 Penalty: 3169.237793
	Iteration 53F: 3 clusters Score -1741894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -753739.625000 Penalty: 1443.749146
	Iteration 0F: 2 clusters Score -753739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -748427.812500 Penalty: 2887.498291
	Iteration 0F: 3 clusters Score -748427.8 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -749978.562500 Penalty: 2887.498291
	Iteration 1F: 3 clusters Score -749978.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -750175.375000 Penalty: 2887.498291
	Iteration 2F: 3 clusters Score -750175.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -750304.437500 Penalty: 2887.498291
	Iteration 3Q: 3 clusters Score -750304.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -750396.312500 Penalty: 2887.498291
	Iteration 4Q: 3 clusters Score -750396.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -750472.687500 Penalty: 2887.498291
	Iteration 5Q: 3 clusters Score -750472.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -750529.937500 Penalty: 2887.498291
	Iteration 6Q: 3 clusters Score -750529.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -750584.125000 Penalty: 2887.498291
	Iteration 7Q: 3 clusters Score -750584.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -750638.875000 Penalty: 2887.498291
	Iteration 8Q: 3 clusters Score -750638.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -750706.875000 Penalty: 2887.498291
	Iteration 9Q: 3 clusters Score -750706.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -750769.875000 Penalty: 2887.498291
	Iteration 10Q: 3 clusters Score -750769.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -750839.750000 Penalty: 2887.498291
	Iteration 11Q: 3 clusters Score -750839.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -750913.750000 Penalty: 2887.498291
	Iteration 12Q: 3 clusters Score -750913.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -750982.000000 Penalty: 2887.498291
	Iteration 13Q: 3 clusters Score -750982 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -751056.000000 Penalty: 2887.498291
	Iteration 14Q: 3 clusters Score -751056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -751132.812500 Penalty: 2887.498291
	Iteration 15Q: 3 clusters Score -751132.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -751198.312500 Penalty: 2887.498291
	Iteration 16Q: 3 clusters Score -751198.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -751258.250000 Penalty: 2887.498291
	Iteration 17Q: 3 clusters Score -751258.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -751314.937500 Penalty: 2887.498291
	Iteration 18Q: 3 clusters Score -751314.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -751369.812500 Penalty: 2887.498291
	Iteration 19Q: 3 clusters Score -751369.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -751424.062500 Penalty: 2887.498291
	Iteration 20F: 3 clusters Score -751424.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -751474.250000 Penalty: 2887.498291
	Iteration 21Q: 3 clusters Score -751474.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -751519.250000 Penalty: 2887.498291
	Iteration 22Q: 3 clusters Score -751519.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -751572.687500 Penalty: 2887.498291
	Iteration 23Q: 3 clusters Score -751572.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -751639.250000 Penalty: 2887.498291
	Iteration 24Q: 3 clusters Score -751639.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -751715.187500 Penalty: 2887.498291
	Iteration 25Q: 3 clusters Score -751715.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -751788.812500 Penalty: 2887.498291
	Iteration 26Q: 3 clusters Score -751788.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -751856.750000 Penalty: 2887.498291
	Iteration 27Q: 3 clusters Score -751856.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -751920.187500 Penalty: 2887.498291
	Iteration 28Q: 3 clusters Score -751920.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -751984.375000 Penalty: 2887.498291
	Iteration 29Q: 3 clusters Score -751984.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -752050.187500 Penalty: 2887.498291
	Iteration 30Q: 3 clusters Score -752050.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -752103.000000 Penalty: 2887.498291
	Iteration 31Q: 3 clusters Score -752103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -752150.562500 Penalty: 2887.498291
	Iteration 32Q: 3 clusters Score -752150.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -752189.125000 Penalty: 2887.498291
	Iteration 33Q: 3 clusters Score -752189.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -752225.125000 Penalty: 2887.498291
	Iteration 34Q: 3 clusters Score -752225.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -752259.312500 Penalty: 2887.498291
	Iteration 35Q: 3 clusters Score -752259.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -752286.000000 Penalty: 2887.498291
	Iteration 36Q: 3 clusters Score -752286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -752312.562500 Penalty: 2887.498291
	Iteration 37Q: 3 clusters Score -752312.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -752336.562500 Penalty: 2887.498291
	Iteration 38Q: 3 clusters Score -752336.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -752362.375000 Penalty: 2887.498291
	Iteration 39Q: 3 clusters Score -752362.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -752382.812500 Penalty: 2887.498291
	Iteration 40F: 3 clusters Score -752382.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -752399.000000 Penalty: 2887.498291
	Iteration 41Q: 3 clusters Score -752399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -752409.687500 Penalty: 2887.498291
	Iteration 42Q: 3 clusters Score -752409.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -752414.000000 Penalty: 2887.498291
	Iteration 43Q: 3 clusters Score -752414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -752425.187500 Penalty: 2887.498291
	Iteration 44Q: 3 clusters Score -752425.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -752435.437500 Penalty: 2887.498291
	Iteration 45Q: 3 clusters Score -752435.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -752450.250000 Penalty: 2887.498291
	Iteration 46Q: 3 clusters Score -752450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -752457.750000 Penalty: 2887.498291
	Iteration 47Q: 3 clusters Score -752457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -752463.125000 Penalty: 2887.498291
	Iteration 48Q: 3 clusters Score -752463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -752465.312500 Penalty: 2887.498291
	Iteration 49Q: 3 clusters Score -752465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -752471.250000 Penalty: 2887.498291
	Iteration 50Q: 3 clusters Score -752471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -752474.500000 Penalty: 2887.498291
	Iteration 51Q: 3 clusters Score -752474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -752477.625000 Penalty: 2887.498291
	Iteration 52Q: 3 clusters Score -752477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -752483.250000 Penalty: 2887.498291
	Iteration 53Q: 3 clusters Score -752483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -752485.312500 Penalty: 2887.498291
	Iteration 54Q: 3 clusters Score -752485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -752487.250000 Penalty: 2887.498291
	Iteration 55Q: 3 clusters Score -752487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -752487.250000 Penalty: 2887.498291
	Iteration 56F: 3 clusters Score -752487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -212978.171875 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -212978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -210808.171875 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -210808.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -211316.640625 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -211316.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -211508.703125 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -211508.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -211644.140625 Penalty: 2495.155273
	Iteration 3F: 3 clusters Score -211644.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -211769.125000 Penalty: 2495.155273
	Iteration 4F: 3 clusters Score -211769.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -211898.000000 Penalty: 2495.155273
	Iteration 5Q: 3 clusters Score -211898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -211983.828125 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -211983.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -212043.890625 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -212043.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -212088.250000 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -212088.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -212121.515625 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -212121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -212138.031250 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -212138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -212147.250000 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -212147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -212157.609375 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -212157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -212163.859375 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -212163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -212167.437500 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -212167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -212169.359375 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -212169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -212172.156250 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -212172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -212174.968750 Penalty: 2495.155273
	Iteration 17Q: 3 clusters Score -212175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -212177.140625 Penalty: 2495.155273
	Iteration 18Q: 3 clusters Score -212177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -212178.921875 Penalty: 2495.155273
	Iteration 19Q: 3 clusters Score -212178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -212180.531250 Penalty: 2495.155273
	Iteration 20F: 3 clusters Score -212180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -212181.187500 Penalty: 2495.155273
	Iteration 21Q: 3 clusters Score -212181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -212181.187500 Penalty: 2495.155273
	Iteration 22F: 3 clusters Score -212181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -202572.796875 Penalty: 1237.004761
	Iteration 0F: 2 clusters Score -202572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -200443.125000 Penalty: 2474.009521
	Iteration 0F: 3 clusters Score -200443.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -200897.531250 Penalty: 2474.009521
	Iteration 1F: 3 clusters Score -200897.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -200994.140625 Penalty: 2474.009521
	Iteration 2F: 3 clusters Score -200994.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -201038.500000 Penalty: 2474.009521
	Iteration 3Q: 3 clusters Score -201038.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -201074.218750 Penalty: 2474.009521
	Iteration 4Q: 3 clusters Score -201074.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -201106.718750 Penalty: 2474.009521
	Iteration 5Q: 3 clusters Score -201106.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -201133.234375 Penalty: 2474.009521
	Iteration 6Q: 3 clusters Score -201133.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -201152.093750 Penalty: 2474.009521
	Iteration 7Q: 3 clusters Score -201152.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -201170.687500 Penalty: 2474.009521
	Iteration 8Q: 3 clusters Score -201170.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -201189.828125 Penalty: 2474.009521
	Iteration 9Q: 3 clusters Score -201189.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -201208.562500 Penalty: 2474.009521
	Iteration 10Q: 3 clusters Score -201208.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -201218.656250 Penalty: 2474.009521
	Iteration 11Q: 3 clusters Score -201218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -201225.093750 Penalty: 2474.009521
	Iteration 12Q: 3 clusters Score -201225.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -201230.609375 Penalty: 2474.009521
	Iteration 13Q: 3 clusters Score -201230.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -201233.671875 Penalty: 2474.009521
	Iteration 14Q: 3 clusters Score -201233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -201236.375000 Penalty: 2474.009521
	Iteration 15Q: 3 clusters Score -201236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -201241.328125 Penalty: 2474.009521
	Iteration 16Q: 3 clusters Score -201241.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -201250.125000 Penalty: 2474.009521
	Iteration 17Q: 3 clusters Score -201250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -201258.406250 Penalty: 2474.009521
	Iteration 18Q: 3 clusters Score -201258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -201272.281250 Penalty: 2474.009521
	Iteration 19Q: 3 clusters Score -201272.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -201289.156250 Penalty: 2474.009521
	Iteration 20F: 3 clusters Score -201289.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -201301.421875 Penalty: 2474.009521
	Iteration 21Q: 3 clusters Score -201301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -201316.296875 Penalty: 2474.009521
	Iteration 22Q: 3 clusters Score -201316.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -201334.078125 Penalty: 2474.009521
	Iteration 23Q: 3 clusters Score -201334.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -201347.093750 Penalty: 2474.009521
	Iteration 24Q: 3 clusters Score -201347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -201352.937500 Penalty: 2474.009521
	Iteration 25Q: 3 clusters Score -201352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -201356.781250 Penalty: 2474.009521
	Iteration 26Q: 3 clusters Score -201356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -201361.968750 Penalty: 2474.009521
	Iteration 27Q: 3 clusters Score -201362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -201368.265625 Penalty: 2474.009521
	Iteration 28Q: 3 clusters Score -201368.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -201373.000000 Penalty: 2474.009521
	Iteration 29Q: 3 clusters Score -201373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -201378.281250 Penalty: 2474.009521
	Iteration 30Q: 3 clusters Score -201378.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -201381.140625 Penalty: 2474.009521
	Iteration 31Q: 3 clusters Score -201381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -201381.140625 Penalty: 2474.009521
	Iteration 32F: 3 clusters Score -201381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -106640.218750 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -106640.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105125.453125 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -105125.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -105397.648438 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -105397.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -105469.304688 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -105469.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -105507.250000 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -105507.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -105531.679688 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -105531.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105547.437500 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -105547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105554.234375 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -105554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105560.429688 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -105560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105563.828125 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -105563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105569.320312 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -105569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105574.531250 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -105574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105578.320312 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -105578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105580.460938 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -105580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105585.585938 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -105585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105590.265625 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -105590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105593.179688 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -105593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105595.023438 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -105595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105597.843750 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -105597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105598.000000 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -105598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105598.000000 Penalty: 2280.106445
	Iteration 19F: 3 clusters Score -105598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -441172.718750 Penalty: 1365.471924
	Iteration 0F: 2 clusters Score -441172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -437503.031250 Penalty: 2730.943848
	Iteration 0F: 3 clusters Score -437503 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -438588.500000 Penalty: 2730.943848
	Iteration 1F: 3 clusters Score -438588.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -438787.468750 Penalty: 2730.943848
	Iteration 2F: 3 clusters Score -438787.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -438908.687500 Penalty: 2730.943848
	Iteration 3F: 3 clusters Score -438908.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -439001.531250 Penalty: 2730.943848
	Iteration 4Q: 3 clusters Score -439001.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -439081.718750 Penalty: 2730.943848
	Iteration 5Q: 3 clusters Score -439081.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -439164.218750 Penalty: 2730.943848
	Iteration 6Q: 3 clusters Score -439164.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -439261.093750 Penalty: 2730.943848
	Iteration 7Q: 3 clusters Score -439261.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -439364.218750 Penalty: 2730.943848
	Iteration 8Q: 3 clusters Score -439364.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -439469.187500 Penalty: 2730.943848
	Iteration 9Q: 3 clusters Score -439469.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -439574.656250 Penalty: 2730.943848
	Iteration 10Q: 3 clusters Score -439574.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -439637.500000 Penalty: 2730.943848
	Iteration 11Q: 3 clusters Score -439637.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -439686.812500 Penalty: 2730.943848
	Iteration 12Q: 3 clusters Score -439686.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -439731.750000 Penalty: 2730.943848
	Iteration 13Q: 3 clusters Score -439731.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -439771.218750 Penalty: 2730.943848
	Iteration 14Q: 3 clusters Score -439771.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -439795.625000 Penalty: 2730.943848
	Iteration 15Q: 3 clusters Score -439795.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -439820.062500 Penalty: 2730.943848
	Iteration 16Q: 3 clusters Score -439820.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -439841.531250 Penalty: 2730.943848
	Iteration 17Q: 3 clusters Score -439841.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -439856.656250 Penalty: 2730.943848
	Iteration 18Q: 3 clusters Score -439856.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -439868.625000 Penalty: 2730.943848
	Iteration 19Q: 3 clusters Score -439868.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -439881.750000 Penalty: 2730.943848
	Iteration 20F: 3 clusters Score -439881.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -439898.343750 Penalty: 2730.943848
	Iteration 21Q: 3 clusters Score -439898.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -439915.937500 Penalty: 2730.943848
	Iteration 22Q: 3 clusters Score -439915.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -439942.000000 Penalty: 2730.943848
	Iteration 23Q: 3 clusters Score -439942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -439972.281250 Penalty: 2730.943848
	Iteration 24Q: 3 clusters Score -439972.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -440008.062500 Penalty: 2730.943848
	Iteration 25Q: 3 clusters Score -440008.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -440048.625000 Penalty: 2730.943848
	Iteration 26Q: 3 clusters Score -440048.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -440080.937500 Penalty: 2730.943848
	Iteration 27Q: 3 clusters Score -440080.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -440111.281250 Penalty: 2730.943848
	Iteration 28Q: 3 clusters Score -440111.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -440134.218750 Penalty: 2730.943848
	Iteration 29Q: 3 clusters Score -440134.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -440159.250000 Penalty: 2730.943848
	Iteration 30Q: 3 clusters Score -440159.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -440186.906250 Penalty: 2730.943848
	Iteration 31Q: 3 clusters Score -440186.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -440207.843750 Penalty: 2730.943848
	Iteration 32Q: 3 clusters Score -440207.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -440224.500000 Penalty: 2730.943848
	Iteration 33Q: 3 clusters Score -440224.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -440232.750000 Penalty: 2730.943848
	Iteration 34Q: 3 clusters Score -440232.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -440243.625000 Penalty: 2730.943848
	Iteration 35Q: 3 clusters Score -440243.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -440251.156250 Penalty: 2730.943848
	Iteration 36Q: 3 clusters Score -440251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -440254.156250 Penalty: 2730.943848
	Iteration 37Q: 3 clusters Score -440254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -440258.687500 Penalty: 2730.943848
	Iteration 38Q: 3 clusters Score -440258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -440259.375000 Penalty: 2730.943848
	Iteration 39Q: 3 clusters Score -440259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -440261.875000 Penalty: 2730.943848
	Iteration 40F: 3 clusters Score -440261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -440262.781250 Penalty: 2730.943848
	Iteration 41Q: 3 clusters Score -440262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -440264.750000 Penalty: 2730.943848
	Iteration 42Q: 3 clusters Score -440264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -440264.750000 Penalty: 2730.943848
	Iteration 43F: 3 clusters Score -440264.8 nChanged 0
--- Evaluating fit on full set of 1671503 points ---
Entering Unmasked Estep 
Score: -164790880.000000 Penalty: 102454.023438
23->45 Clusters: Score -164790880.000000, best is -164804224.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 557167 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 24146 members 
Mstep: Class 3 contains 23992 members 
Mstep: Class 4 contains 24277 members 
Mstep: Class 5 contains 24440 members 
Mstep: Class 6 contains 24228 members 
Mstep: Class 7 contains 24024 members 
Mstep: Class 8 contains 24132 members 
Mstep: Class 9 contains 24253 members 
Mstep: Class 10 contains 24381 members 
Mstep: Class 11 contains 24323 members 
Mstep: Class 12 contains 24247 members 
Mstep: Class 13 contains 24155 members 
Mstep: Class 14 contains 24492 members 
Mstep: Class 15 contains 24340 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 24104 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 24063 members 
Mstep: Class 20 contains 24287 members 
Mstep: Class 21 contains 24183 members 
Mstep: Class 22 contains 24420 members 
Mstep: Class 23 contains 24348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 638.781738 but Gain 2149.976562
Score: -51083660.000000 Penalty: 47299.468750
Iteration 0F: 23 clusters Score -5.108366e+07 nChanged 528766
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 37398 members 
Mstep: Class 4 contains 14353 members 
Mstep: Class 5 contains 32242 members 
Mstep: Class 6 contains 18300 members 
Mstep: Class 7 contains 19939 members 
Mstep: Class 8 contains 19634 members 
Mstep: Class 9 contains 17714 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 33038 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 21198 members 
Mstep: Class 14 contains 46464 members 
Mstep: Class 15 contains 27759 members 
Mstep: Class 16 contains 22875 members 
Mstep: Class 17 contains 23007 members 
Mstep: Class 18 contains 16475 members 
Mstep: Class 20 contains 18038 members 
Mstep: Class 21 contains 41451 members 
Mstep: Class 22 contains 17355 members 
Mstep: Class 23 contains 48032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53239916.000000 Penalty: 47299.468750
Iteration 1F: 23 clusters Score -5.323992e+07 nChanged 235520
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10138 members 
Mstep: Class 3 contains 30155 members 
Mstep: Class 4 contains 11380 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 13940 members 
Mstep: Class 7 contains 17840 members 
Mstep: Class 8 contains 11856 members 
Mstep: Class 9 contains 9827 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 31323 members 
Mstep: Class 12 contains 16901 members 
Mstep: Class 13 contains 15678 members 
Mstep: Class 14 contains 70916 members 
Mstep: Class 15 contains 15673 members 
Mstep: Class 16 contains 20127 members 
Mstep: Class 17 contains 18460 members 
Mstep: Class 18 contains 11926 members 
Mstep: Class 20 contains 15411 members 
Mstep: Class 21 contains 71457 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 58261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921400.000000 Penalty: 47299.468750
Iteration 2F: 23 clusters Score -5.39214e+07 nChanged 161703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 24918 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 43117 members 
Mstep: Class 6 contains 13756 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 6070 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 11 contains 28721 members 
Mstep: Class 12 contains 17597 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 77989 members 
Mstep: Class 15 contains 9745 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 20 contains 18567 members 
Mstep: Class 21 contains 100577 members 
Mstep: Class 22 contains 18653 members 
Mstep: Class 23 contains 59392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54265840.000000 Penalty: 47299.468750
Iteration 3F: 23 clusters Score -5.426584e+07 nChanged 114185
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 21006 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 36305 members 
Mstep: Class 6 contains 14438 members 
Mstep: Class 7 contains 18084 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 25997 members 
Mstep: Class 12 contains 16858 members 
Mstep: Class 13 contains 13819 members 
Mstep: Class 14 contains 75364 members 
Mstep: Class 15 contains 8138 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 20339 members 
Mstep: Class 20 contains 20587 members 
Mstep: Class 21 contains 126882 members 
Mstep: Class 22 contains 23916 members 
Mstep: Class 23 contains 57586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54467312.000000 Penalty: 47299.468750
Iteration 4F: 23 clusters Score -5.446731e+07 nChanged 81962
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 19068 members 
Mstep: Class 4 contains 8747 members 
Mstep: Class 5 contains 26555 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 19482 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 3934 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 23875 members 
Mstep: Class 12 contains 16209 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 75003 members 
Mstep: Class 15 contains 8940 members 
Mstep: Class 16 contains 26520 members 
Mstep: Class 17 contains 10465 members 
Mstep: Class 18 contains 22938 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 145420 members 
Mstep: Class 22 contains 25210 members 
Mstep: Class 23 contains 54251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54609248.000000 Penalty: 47299.468750
Iteration 5F: 23 clusters Score -5.460925e+07 nChanged 62874
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 18570 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 17164 members 
Mstep: Class 6 contains 14977 members 
Mstep: Class 7 contains 21119 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 21570 members 
Mstep: Class 12 contains 15533 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 75974 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 28271 members 
Mstep: Class 17 contains 11420 members 
Mstep: Class 18 contains 24716 members 
Mstep: Class 20 contains 17913 members 
Mstep: Class 21 contains 157736 members 
Mstep: Class 22 contains 24151 members 
Mstep: Class 23 contains 52666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54685916.000000 Penalty: 47299.468750
Iteration 6F: 23 clusters Score -5.468592e+07 nChanged 48576
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 9989 members 
Mstep: Class 6 contains 14658 members 
Mstep: Class 7 contains 22033 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 18833 members 
Mstep: Class 12 contains 14721 members 
Mstep: Class 13 contains 16059 members 
Mstep: Class 14 contains 76130 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 28924 members 
Mstep: Class 17 contains 14512 members 
Mstep: Class 18 contains 25520 members 
Mstep: Class 20 contains 16258 members 
Mstep: Class 21 contains 164748 members 
Mstep: Class 22 contains 22147 members 
Mstep: Class 23 contains 54008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54737516.000000 Penalty: 47299.468750
Iteration 7F: 23 clusters Score -5.473752e+07 nChanged 36623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 8640 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 15017 members 
Mstep: Class 7 contains 22391 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 1692 members 
Mstep: Class 11 contains 16038 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 16999 members 
Mstep: Class 14 contains 76071 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 28586 members 
Mstep: Class 17 contains 18149 members 
Mstep: Class 18 contains 25867 members 
Mstep: Class 20 contains 14900 members 
Mstep: Class 21 contains 167775 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 23 contains 56106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54771332.000000 Penalty: 47299.468750
Iteration 8F: 23 clusters Score -5.477133e+07 nChanged 28365
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 3 contains 20993 members 
Mstep: Class 4 contains 8384 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 6 contains 15304 members 
Mstep: Class 7 contains 22813 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 13387 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 17706 members 
Mstep: Class 14 contains 75948 members 
Mstep: Class 15 contains 14189 members 
Mstep: Class 16 contains 27960 members 
Mstep: Class 17 contains 21637 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 20 contains 13728 members 
Mstep: Class 21 contains 168020 members 
Mstep: Class 22 contains 18014 members 
Mstep: Class 23 contains 58197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54794516.000000 Penalty: 47299.468750
Iteration 9F: 23 clusters Score -5.479452e+07 nChanged 22276
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5464 members 
Mstep: Class 3 contains 21847 members 
Mstep: Class 4 contains 8248 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 15365 members 
Mstep: Class 7 contains 23201 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 3932 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 11163 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 75790 members 
Mstep: Class 15 contains 15214 members 
Mstep: Class 16 contains 27334 members 
Mstep: Class 17 contains 24765 members 
Mstep: Class 18 contains 26104 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 166907 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 59996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54810880.000000 Penalty: 47299.468750
Iteration 10Q: 23 clusters Score -5.481088e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 22504 members 
Mstep: Class 4 contains 8229 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 15379 members 
Mstep: Class 7 contains 23395 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 9397 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 18434 members 
Mstep: Class 14 contains 75655 members 
Mstep: Class 15 contains 16043 members 
Mstep: Class 16 contains 26738 members 
Mstep: Class 17 contains 27385 members 
Mstep: Class 18 contains 26302 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 165457 members 
Mstep: Class 22 contains 15136 members 
Mstep: Class 23 contains 61438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54822136.000000 Penalty: 47299.468750
Iteration 11Q: 23 clusters Score -5.482214e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 23038 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 15422 members 
Mstep: Class 7 contains 23576 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 4131 members 
Mstep: Class 10 contains 1658 members 
Mstep: Class 11 contains 8087 members 
Mstep: Class 12 contains 11137 members 
Mstep: Class 13 contains 18540 members 
Mstep: Class 14 contains 75539 members 
Mstep: Class 15 contains 16695 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 17 contains 29595 members 
Mstep: Class 18 contains 26494 members 
Mstep: Class 20 contains 11228 members 
Mstep: Class 21 contains 164192 members 
Mstep: Class 22 contains 14005 members 
Mstep: Class 23 contains 62443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54830176.000000 Penalty: 47299.468750
Iteration 12Q: 23 clusters Score -5.483018e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 23473 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 15549 members 
Mstep: Class 7 contains 23630 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 4148 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 7171 members 
Mstep: Class 12 contains 10854 members 
Mstep: Class 13 contains 18561 members 
Mstep: Class 14 contains 75431 members 
Mstep: Class 15 contains 17185 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 31419 members 
Mstep: Class 18 contains 26663 members 
Mstep: Class 20 contains 10643 members 
Mstep: Class 21 contains 163193 members 
Mstep: Class 22 contains 13096 members 
Mstep: Class 23 contains 63049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54836104.000000 Penalty: 47299.468750
Iteration 13Q: 23 clusters Score -5.48361e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 8353 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 15653 members 
Mstep: Class 7 contains 23588 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 10661 members 
Mstep: Class 13 contains 18496 members 
Mstep: Class 14 contains 75354 members 
Mstep: Class 15 contains 17576 members 
Mstep: Class 16 contains 25094 members 
Mstep: Class 17 contains 32775 members 
Mstep: Class 18 contains 26865 members 
Mstep: Class 20 contains 10184 members 
Mstep: Class 21 contains 162388 members 
Mstep: Class 22 contains 12396 members 
Mstep: Class 23 contains 63411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54840660.000000 Penalty: 47299.468750
Iteration 14Q: 23 clusters Score -5.484066e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5177 members 
Mstep: Class 3 contains 24151 members 
Mstep: Class 4 contains 8415 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 15869 members 
Mstep: Class 7 contains 23426 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 4159 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 18338 members 
Mstep: Class 14 contains 75311 members 
Mstep: Class 15 contains 17926 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 33835 members 
Mstep: Class 18 contains 27024 members 
Mstep: Class 20 contains 9789 members 
Mstep: Class 21 contains 161795 members 
Mstep: Class 22 contains 11823 members 
Mstep: Class 23 contains 63530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54844892.000000 Penalty: 47299.468750
Iteration 15Q: 23 clusters Score -5.484489e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 24417 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 2217 members 
Mstep: Class 6 contains 16130 members 
Mstep: Class 7 contains 23189 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 2121 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 10420 members 
Mstep: Class 13 contains 18118 members 
Mstep: Class 14 contains 75288 members 
Mstep: Class 15 contains 18187 members 
Mstep: Class 16 contains 24251 members 
Mstep: Class 17 contains 34597 members 
Mstep: Class 18 contains 27234 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 161325 members 
Mstep: Class 22 contains 11375 members 
Mstep: Class 23 contains 63625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54849192.000000 Penalty: 47299.468750
Iteration 16Q: 23 clusters Score -5.484919e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 24675 members 
Mstep: Class 4 contains 8560 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 16466 members 
Mstep: Class 7 contains 22866 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 10345 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 75267 members 
Mstep: Class 15 contains 18451 members 
Mstep: Class 16 contains 23849 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 27412 members 
Mstep: Class 20 contains 9072 members 
Mstep: Class 21 contains 160863 members 
Mstep: Class 22 contains 11048 members 
Mstep: Class 23 contains 63703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54852356.000000 Penalty: 47299.468750
Iteration 17Q: 23 clusters Score -5.485236e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 24843 members 
Mstep: Class 4 contains 8639 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 22549 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 10283 members 
Mstep: Class 13 contains 17660 members 
Mstep: Class 14 contains 75247 members 
Mstep: Class 15 contains 18667 members 
Mstep: Class 16 contains 23535 members 
Mstep: Class 17 contains 35528 members 
Mstep: Class 18 contains 27513 members 
Mstep: Class 20 contains 8788 members 
Mstep: Class 21 contains 160463 members 
Mstep: Class 22 contains 10769 members 
Mstep: Class 23 contains 63774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54854444.000000 Penalty: 47299.468750
Iteration 18Q: 23 clusters Score -5.485444e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 24903 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 17164 members 
Mstep: Class 7 contains 22244 members 
Mstep: Class 8 contains 7267 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 10239 members 
Mstep: Class 13 contains 17513 members 
Mstep: Class 14 contains 75241 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 16 contains 23298 members 
Mstep: Class 17 contains 35898 members 
Mstep: Class 18 contains 27563 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 160140 members 
Mstep: Class 22 contains 10558 members 
Mstep: Class 23 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54855672.000000 Penalty: 47299.468750
Iteration 19Q: 23 clusters Score -5.485567e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 24964 members 
Mstep: Class 4 contains 8783 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 17585 members 
Mstep: Class 7 contains 21887 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 2359 members 
Mstep: Class 11 contains 7136 members 
Mstep: Class 12 contains 10212 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 75236 members 
Mstep: Class 15 contains 19026 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 36252 members 
Mstep: Class 18 contains 27583 members 
Mstep: Class 20 contains 8436 members 
Mstep: Class 21 contains 159812 members 
Mstep: Class 22 contains 10376 members 
Mstep: Class 23 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54857156.000000 Penalty: 47299.468750
Iteration 20F: 23 clusters Score -5.485716e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 24844 members 
Mstep: Class 4 contains 8760 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 18022 members 
Mstep: Class 7 contains 21469 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 10107 members 
Mstep: Class 13 contains 17426 members 
Mstep: Class 14 contains 75238 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 22928 members 
Mstep: Class 17 contains 36635 members 
Mstep: Class 18 contains 27554 members 
Mstep: Class 20 contains 8331 members 
Mstep: Class 21 contains 159435 members 
Mstep: Class 22 contains 10216 members 
Mstep: Class 23 contains 63776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54858004.000000 Penalty: 47299.468750
Iteration 21Q: 23 clusters Score -5.4858e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 24744 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 18488 members 
Mstep: Class 7 contains 20991 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 9 contains 4251 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 10030 members 
Mstep: Class 13 contains 17412 members 
Mstep: Class 14 contains 75241 members 
Mstep: Class 15 contains 19310 members 
Mstep: Class 16 contains 22794 members 
Mstep: Class 17 contains 37004 members 
Mstep: Class 18 contains 27534 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 159178 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 63776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54859180.000000 Penalty: 47299.468750
Iteration 22Q: 23 clusters Score -5.485918e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 24704 members 
Mstep: Class 4 contains 8783 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 18957 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 7483 members 
Mstep: Class 9 contains 4251 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 9982 members 
Mstep: Class 13 contains 17406 members 
Mstep: Class 14 contains 75251 members 
Mstep: Class 15 contains 19410 members 
Mstep: Class 16 contains 22664 members 
Mstep: Class 17 contains 37388 members 
Mstep: Class 18 contains 27500 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 158957 members 
Mstep: Class 22 contains 9939 members 
Mstep: Class 23 contains 63768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54859792.000000 Penalty: 47299.468750
Iteration 23Q: 23 clusters Score -5.485979e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5655 members 
Mstep: Class 3 contains 24696 members 
Mstep: Class 4 contains 8773 members 
Mstep: Class 5 contains 2733 members 
Mstep: Class 6 contains 19441 members 
Mstep: Class 7 contains 19986 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 17437 members 
Mstep: Class 14 contains 75252 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 22527 members 
Mstep: Class 17 contains 37706 members 
Mstep: Class 18 contains 27442 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 158766 members 
Mstep: Class 22 contains 9843 members 
Mstep: Class 23 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54860716.000000 Penalty: 47299.468750
Iteration 24Q: 23 clusters Score -5.486072e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 24663 members 
Mstep: Class 4 contains 8777 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 19918 members 
Mstep: Class 7 contains 19454 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 17470 members 
Mstep: Class 14 contains 75253 members 
Mstep: Class 15 contains 19570 members 
Mstep: Class 16 contains 22434 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 27380 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 21 contains 158574 members 
Mstep: Class 22 contains 9736 members 
Mstep: Class 23 contains 63767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54860948.000000 Penalty: 47299.468750
Iteration 25Q: 23 clusters Score -5.486095e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 20385 members 
Mstep: Class 7 contains 18946 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 17512 members 
Mstep: Class 14 contains 75258 members 
Mstep: Class 15 contains 19639 members 
Mstep: Class 16 contains 22363 members 
Mstep: Class 17 contains 38291 members 
Mstep: Class 18 contains 27299 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 158431 members 
Mstep: Class 22 contains 9649 members 
Mstep: Class 23 contains 63771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54861576.000000 Penalty: 47299.468750
Iteration 26Q: 23 clusters Score -5.486158e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5878 members 
Mstep: Class 3 contains 24584 members 
Mstep: Class 4 contains 8771 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 20847 members 
Mstep: Class 7 contains 18475 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 7295 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 17551 members 
Mstep: Class 14 contains 75264 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 16 contains 22289 members 
Mstep: Class 17 contains 38568 members 
Mstep: Class 18 contains 27203 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 158262 members 
Mstep: Class 22 contains 9578 members 
Mstep: Class 23 contains 63796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54861912.000000 Penalty: 47299.468750
Iteration 27Q: 23 clusters Score -5.486191e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 24528 members 
Mstep: Class 4 contains 8774 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 21262 members 
Mstep: Class 7 contains 18048 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 9927 members 
Mstep: Class 13 contains 17587 members 
Mstep: Class 14 contains 75261 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 22227 members 
Mstep: Class 17 contains 38806 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 20 contains 8025 members 
Mstep: Class 21 contains 158131 members 
Mstep: Class 22 contains 9518 members 
Mstep: Class 23 contains 63837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54862356.000000 Penalty: 47299.468750
Iteration 28Q: 23 clusters Score -5.486236e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 24504 members 
Mstep: Class 4 contains 8777 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 21572 members 
Mstep: Class 7 contains 17716 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 7310 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 17620 members 
Mstep: Class 14 contains 75259 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 22136 members 
Mstep: Class 17 contains 39036 members 
Mstep: Class 18 contains 27066 members 
Mstep: Class 20 contains 8017 members 
Mstep: Class 21 contains 158000 members 
Mstep: Class 22 contains 9471 members 
Mstep: Class 23 contains 63864 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -5.486274e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 24474 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 21834 members 
Mstep: Class 7 contains 17442 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 4262 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9916 members 
Mstep: Class 13 contains 17658 members 
Mstep: Class 14 contains 75254 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 39219 members 
Mstep: Class 18 contains 27013 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 157890 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 23 contains 63907 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -5.486304e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 24461 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 22024 members 
Mstep: Class 7 contains 17212 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 9908 members 
Mstep: Class 13 contains 17693 members 
Mstep: Class 14 contains 75248 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 21941 members 
Mstep: Class 17 contains 39406 members 
Mstep: Class 18 contains 26950 members 
Mstep: Class 20 contains 8008 members 
Mstep: Class 21 contains 157823 members 
Mstep: Class 22 contains 9385 members 
Mstep: Class 23 contains 63963 members 
Entering Unmasked Estep 
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Score: -54862988.000000 Penalty: 47299.468750
Iteration 31Q: 23 clusters Score -5.486299e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 24463 members 
Mstep: Class 4 contains 8786 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 17041 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 9896 members 
Mstep: Class 13 contains 17729 members 
Mstep: Class 14 contains 75234 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 21862 members 
Mstep: Class 17 contains 39559 members 
Mstep: Class 18 contains 26889 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 157778 members 
Mstep: Class 22 contains 9355 members 
Mstep: Class 23 contains 64005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54863196.000000 Penalty: 47299.468750
Iteration 32Q: 23 clusters Score -5.48632e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6212 members 
Mstep: Class 3 contains 24485 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 22294 members 
Mstep: Class 7 contains 16903 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 9898 members 
Mstep: Class 13 contains 17769 members 
Mstep: Class 14 contains 75212 members 
Mstep: Class 15 contains 19891 members 
Mstep: Class 16 contains 21792 members 
Mstep: Class 17 contains 39669 members 
Mstep: Class 18 contains 26844 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157733 members 
Mstep: Class 22 contains 9325 members 
Mstep: Class 23 contains 64039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54863492.000000 Penalty: 47299.468750
Iteration 33Q: 23 clusters Score -5.486349e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6249 members 
Mstep: Class 3 contains 24492 members 
Mstep: Class 4 contains 8786 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 22413 members 
Mstep: Class 7 contains 16792 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 12 contains 9896 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 75193 members 
Mstep: Class 15 contains 19909 members 
Mstep: Class 16 contains 21739 members 
Mstep: Class 17 contains 39748 members 
Mstep: Class 18 contains 26778 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 157698 members 
Mstep: Class 22 contains 9306 members 
Mstep: Class 23 contains 64075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54863636.000000 Penalty: 47299.468750
Iteration 34Q: 23 clusters Score -5.486364e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 24495 members 
Mstep: Class 4 contains 8787 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 22524 members 
Mstep: Class 7 contains 16695 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 9897 members 
Mstep: Class 13 contains 17839 members 
Mstep: Class 14 contains 75172 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 21695 members 
Mstep: Class 17 contains 39837 members 
Mstep: Class 18 contains 26713 members 
Mstep: Class 20 contains 8007 members 
Mstep: Class 21 contains 157657 members 
Mstep: Class 22 contains 9282 members 
Mstep: Class 23 contains 64105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54863816.000000 Penalty: 47299.468750
Iteration 35Q: 23 clusters Score -5.486382e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 24488 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 22624 members 
Mstep: Class 7 contains 16597 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 12 contains 9895 members 
Mstep: Class 13 contains 17863 members 
Mstep: Class 14 contains 75148 members 
Mstep: Class 15 contains 19944 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 39920 members 
Mstep: Class 18 contains 26648 members 
Mstep: Class 20 contains 8006 members 
Mstep: Class 21 contains 157616 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 64134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54864064.000000 Penalty: 47299.468750
Iteration 36Q: 23 clusters Score -5.486406e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6346 members 
Mstep: Class 3 contains 24479 members 
Mstep: Class 4 contains 8792 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 22721 members 
Mstep: Class 7 contains 16519 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 4286 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 7320 members 
Mstep: Class 12 contains 9897 members 
Mstep: Class 13 contains 17893 members 
Mstep: Class 14 contains 75121 members 
Mstep: Class 15 contains 19962 members 
Mstep: Class 16 contains 21604 members 
Mstep: Class 17 contains 39987 members 
Mstep: Class 18 contains 26582 members 
Mstep: Class 20 contains 8008 members 
Mstep: Class 21 contains 157581 members 
Mstep: Class 22 contains 9232 members 
Mstep: Class 23 contains 64164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54864176.000000 Penalty: 47299.468750
Iteration 37Q: 23 clusters Score -5.486418e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 24500 members 
Mstep: Class 4 contains 8794 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 22814 members 
Mstep: Class 7 contains 16435 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 9901 members 
Mstep: Class 13 contains 17916 members 
Mstep: Class 14 contains 75100 members 
Mstep: Class 15 contains 19978 members 
Mstep: Class 16 contains 21553 members 
Mstep: Class 17 contains 40051 members 
Mstep: Class 18 contains 26517 members 
Mstep: Class 20 contains 8005 members 
Mstep: Class 21 contains 157541 members 
Mstep: Class 22 contains 9216 members 
Mstep: Class 23 contains 64189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54864056.000000 Penalty: 47299.468750
Iteration 38Q: 23 clusters Score -5.486406e+07 nChanged 656
Entering ConstructFrom: 
Score: -54864056.000000 Penalty: 47299.468750
Entering ConstructFrom: 
Trying to split cluster 1 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -282836.937500 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -282836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -280127.156250 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -280127.2 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -280811.718750 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -280811.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -280975.062500 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -280975.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -281121.312500 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -281121.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -281236.625000 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -281236.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -281347.000000 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -281347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -281444.687500 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -281444.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -281517.218750 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -281517.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -281584.687500 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -281584.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -281632.500000 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -281632.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -281671.968750 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -281672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -281719.156250 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -281719.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -281765.500000 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -281765.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -281799.125000 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -281799.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -281829.843750 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -281829.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -281860.843750 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -281860.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -281881.593750 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -281881.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -281906.125000 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -281906.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -281930.625000 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -281930.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -281952.031250 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -281952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -281965.781250 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -281965.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -281979.250000 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -281979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281995.781250 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -281995.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -282010.812500 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -282010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -282017.125000 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -282017.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -282020.875000 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -282020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -282023.875000 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -282023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -282027.187500 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -282027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -282029.562500 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -282029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -282034.343750 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -282034.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -282038.781250 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -282038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -282042.687500 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -282042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -282045.031250 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -282045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -282045.781250 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -282045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -282045.781250 Penalty: 2596.497070
	Iteration 34F: 3 clusters Score -282045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -636096.562500 Penalty: 1424.716309
	Iteration 0F: 2 clusters Score -636096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -631250.750000 Penalty: 2849.432617
	Iteration 0F: 3 clusters Score -631250.8 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -632775.312500 Penalty: 2849.432617
	Iteration 1F: 3 clusters Score -632775.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -633095.812500 Penalty: 2849.432617
	Iteration 2F: 3 clusters Score -633095.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -633393.062500 Penalty: 2849.432617
	Iteration 3F: 3 clusters Score -633393.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -633675.250000 Penalty: 2849.432617
	Iteration 4F: 3 clusters Score -633675.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -633958.625000 Penalty: 2849.432617
	Iteration 5F: 3 clusters Score -633958.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -634276.250000 Penalty: 2849.432617
	Iteration 6F: 3 clusters Score -634276.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -634632.125000 Penalty: 2849.432617
	Iteration 7F: 3 clusters Score -634632.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -635098.562500 Penalty: 2849.432617
	Iteration 8F: 3 clusters Score -635098.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -635782.375000 Penalty: 2849.432617
	Iteration 9F: 3 clusters Score -635782.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -636643.187500 Penalty: 2849.432617
	Iteration 10F: 3 clusters Score -636643.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -637455.187500 Penalty: 2849.432617
	Iteration 11F: 3 clusters Score -637455.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -638091.687500 Penalty: 2849.432617
	Iteration 12F: 3 clusters Score -638091.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -638520.437500 Penalty: 2849.432617
	Iteration 13Q: 3 clusters Score -638520.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -638693.562500 Penalty: 2849.432617
	Iteration 14Q: 3 clusters Score -638693.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -638746.500000 Penalty: 2849.432617
	Iteration 15Q: 3 clusters Score -638746.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -638770.000000 Penalty: 2849.432617
	Iteration 16Q: 3 clusters Score -638770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -638786.000000 Penalty: 2849.432617
	Iteration 17Q: 3 clusters Score -638786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -638795.250000 Penalty: 2849.432617
	Iteration 18Q: 3 clusters Score -638795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -638798.562500 Penalty: 2849.432617
	Iteration 19Q: 3 clusters Score -638798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -638801.062500 Penalty: 2849.432617
	Iteration 20F: 3 clusters Score -638801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -638803.500000 Penalty: 2849.432617
	Iteration 21Q: 3 clusters Score -638803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -638805.125000 Penalty: 2849.432617
	Iteration 22Q: 3 clusters Score -638805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -638812.125000 Penalty: 2849.432617
	Iteration 23Q: 3 clusters Score -638812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -638816.500000 Penalty: 2849.432617
	Iteration 24Q: 3 clusters Score -638816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -638817.375000 Penalty: 2849.432617
	Iteration 25Q: 3 clusters Score -638817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -638817.375000 Penalty: 2849.432617
	Iteration 26F: 3 clusters Score -638817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 8798 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9899 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Entering Unmasked Estep 
Score: -54866180.000000 Penalty: 49449.445312
Splitting cluster 2 changes total score from -54864056.000000 to -54866180.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (24510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Entering Unmasked Estep 
Score: -2254431.250000 Penalty: 1642.360962
	Iteration 0F: 2 clusters Score -2254431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2237947.750000 Penalty: 3284.721924
	Iteration 0F: 3 clusters Score -2237948 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2244746.250000 Penalty: 3284.721924
	Iteration 1F: 3 clusters Score -2244746 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2246137.000000 Penalty: 3284.721924
	Iteration 2F: 3 clusters Score -2246137 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2247694.750000 Penalty: 3284.721924
	Iteration 3F: 3 clusters Score -2247695 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2249315.250000 Penalty: 3284.721924
	Iteration 4F: 3 clusters Score -2249315 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2250674.000000 Penalty: 3284.721924
	Iteration 5F: 3 clusters Score -2250674 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2251636.750000 Penalty: 3284.721924
	Iteration 6F: 3 clusters Score -2251637 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2252190.750000 Penalty: 3284.721924
	Iteration 7Q: 3 clusters Score -2252191 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2252549.500000 Penalty: 3284.721924
	Iteration 8Q: 3 clusters Score -2252550 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2252797.750000 Penalty: 3284.721924
	Iteration 9Q: 3 clusters Score -2252798 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2253007.750000 Penalty: 3284.721924
	Iteration 10Q: 3 clusters Score -2253008 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2253170.750000 Penalty: 3284.721924
	Iteration 11Q: 3 clusters Score -2253171 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2253279.750000 Penalty: 3284.721924
	Iteration 12Q: 3 clusters Score -2253280 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2253379.000000 Penalty: 3284.721924
	Iteration 13Q: 3 clusters Score -2253379 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2253470.500000 Penalty: 3284.721924
	Iteration 14Q: 3 clusters Score -2253470 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2253559.750000 Penalty: 3284.721924
	Iteration 15Q: 3 clusters Score -2253560 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2253637.750000 Penalty: 3284.721924
	Iteration 16Q: 3 clusters Score -2253638 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2253697.250000 Penalty: 3284.721924
	Iteration 17Q: 3 clusters Score -2253697 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2253750.500000 Penalty: 3284.721924
	Iteration 18Q: 3 clusters Score -2253750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2253778.000000 Penalty: 3284.721924
	Iteration 19Q: 3 clusters Score -2253778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2253817.750000 Penalty: 3284.721924
	Iteration 20F: 3 clusters Score -2253818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2253838.750000 Penalty: 3284.721924
	Iteration 21Q: 3 clusters Score -2253839 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2253864.500000 Penalty: 3284.721924
	Iteration 22Q: 3 clusters Score -2253864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2253870.750000 Penalty: 3284.721924
	Iteration 23Q: 3 clusters Score -2253871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2253883.750000 Penalty: 3284.721924
	Iteration 24Q: 3 clusters Score -2253884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2253889.500000 Penalty: 3284.721924
	Iteration 25Q: 3 clusters Score -2253890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2253899.000000 Penalty: 3284.721924
	Iteration 26Q: 3 clusters Score -2253899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2253904.750000 Penalty: 3284.721924
	Iteration 27Q: 3 clusters Score -2253905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2253911.500000 Penalty: 3284.721924
	Iteration 28Q: 3 clusters Score -2253912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2253915.750000 Penalty: 3284.721924
	Iteration 29Q: 3 clusters Score -2253916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2253923.250000 Penalty: 3284.721924
	Iteration 30Q: 3 clusters Score -2253923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2253940.000000 Penalty: 3284.721924
	Iteration 31Q: 3 clusters Score -2253940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2253942.750000 Penalty: 3284.721924
	Iteration 32Q: 3 clusters Score -2253943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2253946.250000 Penalty: 3284.721924
	Iteration 33Q: 3 clusters Score -2253946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2253946.000000 Penalty: 3284.721924
	Iteration 34Q: 3 clusters Score -2253946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2253952.000000 Penalty: 3284.721924
	Iteration 35Q: 3 clusters Score -2253952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2253954.250000 Penalty: 3284.721924
	Iteration 36Q: 3 clusters Score -2253954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2253951.750000 Penalty: 3284.721924
	Iteration 37Q: 3 clusters Score -2253952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2253955.000000 Penalty: 3284.721924
	Iteration 38Q: 3 clusters Score -2253955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2253956.000000 Penalty: 3284.721924
	Iteration 39Q: 3 clusters Score -2253956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2253956.500000 Penalty: 3284.721924
	Iteration 40F: 3 clusters Score -2253956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2253958.500000 Penalty: 3284.721924
	Iteration 41Q: 3 clusters Score -2253958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2253959.750000 Penalty: 3284.721924
	Iteration 42Q: 3 clusters Score -2253960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2253960.250000 Penalty: 3284.721924
	Iteration 43Q: 3 clusters Score -2253960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2253967.250000 Penalty: 3284.721924
	Iteration 44Q: 3 clusters Score -2253967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2253968.000000 Penalty: 3284.721924
	Iteration 45Q: 3 clusters Score -2253968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2253974.750000 Penalty: 3284.721924
	Iteration 46Q: 3 clusters Score -2253975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2253982.750000 Penalty: 3284.721924
	Iteration 47Q: 3 clusters Score -2253983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2253986.750000 Penalty: 3284.721924
	Iteration 48Q: 3 clusters Score -2253987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2253982.500000 Penalty: 3284.721924
	Iteration 49Q: 3 clusters Score -2253982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2253985.500000 Penalty: 3284.721924
	Iteration 50Q: 3 clusters Score -2253986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2253993.500000 Penalty: 3284.721924
	Iteration 51Q: 3 clusters Score -2253994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2253998.500000 Penalty: 3284.721924
	Iteration 52Q: 3 clusters Score -2253998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2253999.000000 Penalty: 3284.721924
	Iteration 53Q: 3 clusters Score -2253999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2254008.500000 Penalty: 3284.721924
	Iteration 54Q: 3 clusters Score -2254008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2254010.500000 Penalty: 3284.721924
	Iteration 55Q: 3 clusters Score -2254010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2254014.250000 Penalty: 3284.721924
	Iteration 56Q: 3 clusters Score -2254014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2254024.250000 Penalty: 3284.721924
	Iteration 57Q: 3 clusters Score -2254024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2254028.500000 Penalty: 3284.721924
	Iteration 58Q: 3 clusters Score -2254028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2254026.250000 Penalty: 3284.721924
	Iteration 59Q: 3 clusters Score -2254026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2254025.750000 Penalty: 3284.721924
	Iteration 60F: 3 clusters Score -2254026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2254031.750000 Penalty: 3284.721924
	Iteration 61Q: 3 clusters Score -2254032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2254031.000000 Penalty: 3284.721924
	Iteration 62Q: 3 clusters Score -2254031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2254034.500000 Penalty: 3284.721924
	Iteration 63Q: 3 clusters Score -2254034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2254037.750000 Penalty: 3284.721924
	Iteration 64Q: 3 clusters Score -2254038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2254034.250000 Penalty: 3284.721924
	Iteration 65Q: 3 clusters Score -2254034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2254035.250000 Penalty: 3284.721924
	Iteration 66Q: 3 clusters Score -2254035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2254038.000000 Penalty: 3284.721924
	Iteration 67Q: 3 clusters Score -2254038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2254039.250000 Penalty: 3284.721924
	Iteration 68Q: 3 clusters Score -2254039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2254042.500000 Penalty: 3284.721924
	Iteration 69Q: 3 clusters Score -2254042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2254044.000000 Penalty: 3284.721924
	Iteration 70Q: 3 clusters Score -2254044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2254043.500000 Penalty: 3284.721924
	Iteration 71Q: 3 clusters Score -2254044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2254046.000000 Penalty: 3284.721924
	Iteration 72Q: 3 clusters Score -2254046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2254046.750000 Penalty: 3284.721924
	Iteration 73Q: 3 clusters Score -2254047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2254046.750000 Penalty: 3284.721924
	Iteration 74F: 3 clusters Score -2254047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -738350.750000 Penalty: 1475.870483
	Iteration 0F: 2 clusters Score -738350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -732123.312500 Penalty: 2951.740967
	Iteration 0F: 3 clusters Score -732123.3 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -735282.812500 Penalty: 2951.740967
	Iteration 1F: 3 clusters Score -735282.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -736366.375000 Penalty: 2951.740967
	Iteration 2F: 3 clusters Score -736366.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -737069.250000 Penalty: 2951.740967
	Iteration 3F: 3 clusters Score -737069.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -737594.562500 Penalty: 2951.740967
	Iteration 4F: 3 clusters Score -737594.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -737967.625000 Penalty: 2951.740967
	Iteration 5F: 3 clusters Score -737967.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -738230.125000 Penalty: 2951.740967
	Iteration 6Q: 3 clusters Score -738230.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -738398.750000 Penalty: 2951.740967
	Iteration 7Q: 3 clusters Score -738398.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -738508.562500 Penalty: 2951.740967
	Iteration 8Q: 3 clusters Score -738508.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -738593.375000 Penalty: 2951.740967
	Iteration 9Q: 3 clusters Score -738593.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -738655.187500 Penalty: 2951.740967
	Iteration 10Q: 3 clusters Score -738655.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -738727.687500 Penalty: 2951.740967
	Iteration 11Q: 3 clusters Score -738727.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -738794.875000 Penalty: 2951.740967
	Iteration 12Q: 3 clusters Score -738794.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -738873.500000 Penalty: 2951.740967
	Iteration 13Q: 3 clusters Score -738873.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -738977.562500 Penalty: 2951.740967
	Iteration 14Q: 3 clusters Score -738977.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -739095.375000 Penalty: 2951.740967
	Iteration 15Q: 3 clusters Score -739095.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -739161.250000 Penalty: 2951.740967
	Iteration 16Q: 3 clusters Score -739161.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -739196.625000 Penalty: 2951.740967
	Iteration 17Q: 3 clusters Score -739196.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -739214.062500 Penalty: 2951.740967
	Iteration 18Q: 3 clusters Score -739214.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -739235.625000 Penalty: 2951.740967
	Iteration 19Q: 3 clusters Score -739235.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -739255.500000 Penalty: 2951.740967
	Iteration 20F: 3 clusters Score -739255.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -739280.687500 Penalty: 2951.740967
	Iteration 21Q: 3 clusters Score -739280.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -739300.750000 Penalty: 2951.740967
	Iteration 22Q: 3 clusters Score -739300.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -739321.062500 Penalty: 2951.740967
	Iteration 23Q: 3 clusters Score -739321.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -739347.625000 Penalty: 2951.740967
	Iteration 24Q: 3 clusters Score -739347.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -739366.375000 Penalty: 2951.740967
	Iteration 25Q: 3 clusters Score -739366.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -739388.062500 Penalty: 2951.740967
	Iteration 26Q: 3 clusters Score -739388.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -739412.250000 Penalty: 2951.740967
	Iteration 27Q: 3 clusters Score -739412.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -739438.937500 Penalty: 2951.740967
	Iteration 28Q: 3 clusters Score -739438.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -739489.500000 Penalty: 2951.740967
	Iteration 29Q: 3 clusters Score -739489.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -739543.437500 Penalty: 2951.740967
	Iteration 30Q: 3 clusters Score -739543.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -739596.312500 Penalty: 2951.740967
	Iteration 31Q: 3 clusters Score -739596.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -739643.500000 Penalty: 2951.740967
	Iteration 32Q: 3 clusters Score -739643.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -739683.250000 Penalty: 2951.740967
	Iteration 33Q: 3 clusters Score -739683.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -739735.937500 Penalty: 2951.740967
	Iteration 34Q: 3 clusters Score -739735.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -739764.875000 Penalty: 2951.740967
	Iteration 35Q: 3 clusters Score -739764.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -739786.375000 Penalty: 2951.740967
	Iteration 36Q: 3 clusters Score -739786.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -739799.375000 Penalty: 2951.740967
	Iteration 37Q: 3 clusters Score -739799.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -739825.187500 Penalty: 2951.740967
	Iteration 38Q: 3 clusters Score -739825.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -739836.875000 Penalty: 2951.740967
	Iteration 39Q: 3 clusters Score -739836.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -739888.375000 Penalty: 2951.740967
	Iteration 40F: 3 clusters Score -739888.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -739928.375000 Penalty: 2951.740967
	Iteration 41Q: 3 clusters Score -739928.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -739957.875000 Penalty: 2951.740967
	Iteration 42Q: 3 clusters Score -739957.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -739978.125000 Penalty: 2951.740967
	Iteration 43Q: 3 clusters Score -739978.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -739995.312500 Penalty: 2951.740967
	Iteration 44Q: 3 clusters Score -739995.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -740018.187500 Penalty: 2951.740967
	Iteration 45Q: 3 clusters Score -740018.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -740040.125000 Penalty: 2951.740967
	Iteration 46Q: 3 clusters Score -740040.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -740055.187500 Penalty: 2951.740967
	Iteration 47Q: 3 clusters Score -740055.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -740072.500000 Penalty: 2951.740967
	Iteration 48Q: 3 clusters Score -740072.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -740093.500000 Penalty: 2951.740967
	Iteration 49Q: 3 clusters Score -740093.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -740113.625000 Penalty: 2951.740967
	Iteration 50Q: 3 clusters Score -740113.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -740134.062500 Penalty: 2951.740967
	Iteration 51Q: 3 clusters Score -740134.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -740148.875000 Penalty: 2951.740967
	Iteration 52Q: 3 clusters Score -740148.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -740162.437500 Penalty: 2951.740967
	Iteration 53Q: 3 clusters Score -740162.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -740180.812500 Penalty: 2951.740967
	Iteration 54Q: 3 clusters Score -740180.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -740206.812500 Penalty: 2951.740967
	Iteration 55Q: 3 clusters Score -740206.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -740232.250000 Penalty: 2951.740967
	Iteration 56Q: 3 clusters Score -740232.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -740258.000000 Penalty: 2951.740967
	Iteration 57Q: 3 clusters Score -740258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -740287.750000 Penalty: 2951.740967
	Iteration 58Q: 3 clusters Score -740287.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -740306.812500 Penalty: 2951.740967
	Iteration 59Q: 3 clusters Score -740306.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -740327.750000 Penalty: 2951.740967
	Iteration 60F: 3 clusters Score -740327.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -740344.375000 Penalty: 2951.740967
	Iteration 61Q: 3 clusters Score -740344.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -740355.750000 Penalty: 2951.740967
	Iteration 62Q: 3 clusters Score -740355.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -740376.125000 Penalty: 2951.740967
	Iteration 63Q: 3 clusters Score -740376.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -740406.437500 Penalty: 2951.740967
	Iteration 64Q: 3 clusters Score -740406.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -740465.500000 Penalty: 2951.740967
	Iteration 65Q: 3 clusters Score -740465.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -740569.687500 Penalty: 2951.740967
	Iteration 66Q: 3 clusters Score -740569.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -740646.562500 Penalty: 2951.740967
	Iteration 67Q: 3 clusters Score -740646.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -740683.375000 Penalty: 2951.740967
	Iteration 68Q: 3 clusters Score -740683.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -740695.625000 Penalty: 2951.740967
	Iteration 69Q: 3 clusters Score -740695.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -740703.000000 Penalty: 2951.740967
	Iteration 70Q: 3 clusters Score -740703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -740738.812500 Penalty: 2951.740967
	Iteration 71Q: 3 clusters Score -740738.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -740847.000000 Penalty: 2951.740967
	Iteration 72Q: 3 clusters Score -740847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -740984.312500 Penalty: 2951.740967
	Iteration 73Q: 3 clusters Score -740984.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -741080.187500 Penalty: 2951.740967
	Iteration 74Q: 3 clusters Score -741080.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -741114.000000 Penalty: 2951.740967
	Iteration 75Q: 3 clusters Score -741114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -741131.437500 Penalty: 2951.740967
	Iteration 76Q: 3 clusters Score -741131.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -741138.125000 Penalty: 2951.740967
	Iteration 77Q: 3 clusters Score -741138.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -741141.875000 Penalty: 2951.740967
	Iteration 78Q: 3 clusters Score -741141.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -741142.062500 Penalty: 2951.740967
	Iteration 79Q: 3 clusters Score -741142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -741143.750000 Penalty: 2951.740967
	Iteration 80F: 3 clusters Score -741143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -741146.437500 Penalty: 2951.740967
	Iteration 81Q: 3 clusters Score -741146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -741146.000000 Penalty: 2951.740967
	Iteration 82Q: 3 clusters Score -741146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -741147.187500 Penalty: 2951.740967
	Iteration 83Q: 3 clusters Score -741147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -741146.375000 Penalty: 2951.740967
	Iteration 84Q: 3 clusters Score -741146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -741145.750000 Penalty: 2951.740967
	Iteration 85Q: 3 clusters Score -741145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -741147.000000 Penalty: 2951.740967
	Iteration 86Q: 3 clusters Score -741147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -741147.000000 Penalty: 2951.740967
	Iteration 87F: 3 clusters Score -741147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9899 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Entering Unmasked Estep 
Score: -54868372.000000 Penalty: 51599.417969
Splitting cluster 4 changes total score from -54864056.000000 to -54868372.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -283820.156250 Penalty: 1294.118774
	Iteration 0F: 2 clusters Score -283820.2 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 1420 members 
Entering Unmasked Estep 
Score: -281169.218750 Penalty: 2588.237549
	Iteration 0F: 3 clusters Score -281169.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -281778.937500 Penalty: 2588.237549
	Iteration 1F: 3 clusters Score -281778.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -281913.718750 Penalty: 2588.237549
	Iteration 2F: 3 clusters Score -281913.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281993.625000 Penalty: 2588.237549
	Iteration 3Q: 3 clusters Score -281993.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -282050.718750 Penalty: 2588.237549
	Iteration 4Q: 3 clusters Score -282050.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -282088.218750 Penalty: 2588.237549
	Iteration 5Q: 3 clusters Score -282088.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -282113.062500 Penalty: 2588.237549
	Iteration 6Q: 3 clusters Score -282113.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -282140.875000 Penalty: 2588.237549
	Iteration 7Q: 3 clusters Score -282140.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282169.812500 Penalty: 2588.237549
	Iteration 8Q: 3 clusters Score -282169.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -282202.218750 Penalty: 2588.237549
	Iteration 9Q: 3 clusters Score -282202.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -282225.875000 Penalty: 2588.237549
	Iteration 10Q: 3 clusters Score -282225.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -282253.343750 Penalty: 2588.237549
	Iteration 11Q: 3 clusters Score -282253.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -282276.875000 Penalty: 2588.237549
	Iteration 12Q: 3 clusters Score -282276.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282304.187500 Penalty: 2588.237549
	Iteration 13Q: 3 clusters Score -282304.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282333.437500 Penalty: 2588.237549
	Iteration 14Q: 3 clusters Score -282333.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282360.343750 Penalty: 2588.237549
	Iteration 15Q: 3 clusters Score -282360.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -282388.687500 Penalty: 2588.237549
	Iteration 16Q: 3 clusters Score -282388.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282422.781250 Penalty: 2588.237549
	Iteration 17Q: 3 clusters Score -282422.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -282472.468750 Penalty: 2588.237549
	Iteration 18Q: 3 clusters Score -282472.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282532.468750 Penalty: 2588.237549
	Iteration 19Q: 3 clusters Score -282532.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -282589.718750 Penalty: 2588.237549
	Iteration 20F: 3 clusters Score -282589.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -282659.531250 Penalty: 2588.237549
	Iteration 21Q: 3 clusters Score -282659.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -282732.656250 Penalty: 2588.237549
	Iteration 22Q: 3 clusters Score -282732.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -282800.281250 Penalty: 2588.237549
	Iteration 23Q: 3 clusters Score -282800.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -282851.125000 Penalty: 2588.237549
	Iteration 24Q: 3 clusters Score -282851.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -282886.781250 Penalty: 2588.237549
	Iteration 25Q: 3 clusters Score -282886.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -282903.875000 Penalty: 2588.237549
	Iteration 26Q: 3 clusters Score -282903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -282913.875000 Penalty: 2588.237549
	Iteration 27Q: 3 clusters Score -282913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -282925.218750 Penalty: 2588.237549
	Iteration 28Q: 3 clusters Score -282925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -282931.062500 Penalty: 2588.237549
	Iteration 29Q: 3 clusters Score -282931.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -282935.531250 Penalty: 2588.237549
	Iteration 30Q: 3 clusters Score -282935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -282940.625000 Penalty: 2588.237549
	Iteration 31Q: 3 clusters Score -282940.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -282944.281250 Penalty: 2588.237549
	Iteration 32Q: 3 clusters Score -282944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -282946.875000 Penalty: 2588.237549
	Iteration 33Q: 3 clusters Score -282946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -282947.937500 Penalty: 2588.237549
	Iteration 34Q: 3 clusters Score -282947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -282949.875000 Penalty: 2588.237549
	Iteration 35Q: 3 clusters Score -282949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -282951.843750 Penalty: 2588.237549
	Iteration 36Q: 3 clusters Score -282951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -282952.718750 Penalty: 2588.237549
	Iteration 37Q: 3 clusters Score -282952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -282953.906250 Penalty: 2588.237549
	Iteration 38Q: 3 clusters Score -282953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -282954.312500 Penalty: 2588.237549
	Iteration 39Q: 3 clusters Score -282954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -282955.062500 Penalty: 2588.237549
	Iteration 40F: 3 clusters Score -282955.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -282955.125000 Penalty: 2588.237549
	Iteration 41Q: 3 clusters Score -282955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -282955.125000 Penalty: 2588.237549
	Iteration 42F: 3 clusters Score -282955.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Entering Unmasked Estep 
Score: -2350281.750000 Penalty: 1631.291504
	Iteration 0F: 2 clusters Score -2350282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2334772.250000 Penalty: 3262.583008
	Iteration 0F: 3 clusters Score -2334772 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2340330.000000 Penalty: 3262.583008
	Iteration 1F: 3 clusters Score -2340330 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2340754.500000 Penalty: 3262.583008
	Iteration 2Q: 3 clusters Score -2340754 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2341250.250000 Penalty: 3262.583008
	Iteration 3Q: 3 clusters Score -2341250 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2341775.250000 Penalty: 3262.583008
	Iteration 4F: 3 clusters Score -2341775 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2342407.750000 Penalty: 3262.583008
	Iteration 5F: 3 clusters Score -2342408 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2343140.750000 Penalty: 3262.583008
	Iteration 6F: 3 clusters Score -2343141 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2343926.000000 Penalty: 3262.583008
	Iteration 7F: 3 clusters Score -2343926 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2344739.750000 Penalty: 3262.583008
	Iteration 8F: 3 clusters Score -2344740 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2345504.750000 Penalty: 3262.583008
	Iteration 9F: 3 clusters Score -2345505 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2346244.500000 Penalty: 3262.583008
	Iteration 10Q: 3 clusters Score -2346244 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2347039.250000 Penalty: 3262.583008
	Iteration 11Q: 3 clusters Score -2347039 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2347917.750000 Penalty: 3262.583008
	Iteration 12Q: 3 clusters Score -2347918 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2348604.000000 Penalty: 3262.583008
	Iteration 13Q: 3 clusters Score -2348604 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2348916.250000 Penalty: 3262.583008
	Iteration 14Q: 3 clusters Score -2348916 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2349080.250000 Penalty: 3262.583008
	Iteration 15Q: 3 clusters Score -2349080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2349166.000000 Penalty: 3262.583008
	Iteration 16Q: 3 clusters Score -2349166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2349234.500000 Penalty: 3262.583008
	Iteration 17Q: 3 clusters Score -2349234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2349284.250000 Penalty: 3262.583008
	Iteration 18Q: 3 clusters Score -2349284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2349324.500000 Penalty: 3262.583008
	Iteration 19Q: 3 clusters Score -2349324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2349363.000000 Penalty: 3262.583008
	Iteration 20F: 3 clusters Score -2349363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2349383.250000 Penalty: 3262.583008
	Iteration 21Q: 3 clusters Score -2349383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2349402.750000 Penalty: 3262.583008
	Iteration 22Q: 3 clusters Score -2349403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2349423.000000 Penalty: 3262.583008
	Iteration 23Q: 3 clusters Score -2349423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2349436.000000 Penalty: 3262.583008
	Iteration 24Q: 3 clusters Score -2349436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2349439.000000 Penalty: 3262.583008
	Iteration 25Q: 3 clusters Score -2349439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2349443.000000 Penalty: 3262.583008
	Iteration 26Q: 3 clusters Score -2349443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2349452.750000 Penalty: 3262.583008
	Iteration 27Q: 3 clusters Score -2349453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2349450.000000 Penalty: 3262.583008
	Iteration 28Q: 3 clusters Score -2349450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2349452.750000 Penalty: 3262.583008
	Iteration 29Q: 3 clusters Score -2349453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2349455.250000 Penalty: 3262.583008
	Iteration 30Q: 3 clusters Score -2349455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2349461.500000 Penalty: 3262.583008
	Iteration 31Q: 3 clusters Score -2349462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2349464.500000 Penalty: 3262.583008
	Iteration 32Q: 3 clusters Score -2349464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2349469.000000 Penalty: 3262.583008
	Iteration 33Q: 3 clusters Score -2349469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2349472.500000 Penalty: 3262.583008
	Iteration 34Q: 3 clusters Score -2349472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2349472.000000 Penalty: 3262.583008
	Iteration 35Q: 3 clusters Score -2349472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2349471.250000 Penalty: 3262.583008
	Iteration 36Q: 3 clusters Score -2349471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2349472.500000 Penalty: 3262.583008
	Iteration 37Q: 3 clusters Score -2349472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2349472.500000 Penalty: 3262.583008
	Iteration 38F: 3 clusters Score -2349472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Entering Unmasked Estep 
Score: -1656648.625000 Penalty: 1576.790771
	Iteration 0F: 2 clusters Score -1656649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1645311.500000 Penalty: 3153.581543
	Iteration 0F: 3 clusters Score -1645312 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1649435.750000 Penalty: 3153.581543
	Iteration 1F: 3 clusters Score -1649436 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1649903.000000 Penalty: 3153.581543
	Iteration 2F: 3 clusters Score -1649903 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1650397.375000 Penalty: 3153.581543
	Iteration 3F: 3 clusters Score -1650397 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1650864.375000 Penalty: 3153.581543
	Iteration 4F: 3 clusters Score -1650864 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1651295.875000 Penalty: 3153.581543
	Iteration 5F: 3 clusters Score -1651296 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1651713.875000 Penalty: 3153.581543
	Iteration 6Q: 3 clusters Score -1651714 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1652136.875000 Penalty: 3153.581543
	Iteration 7Q: 3 clusters Score -1652137 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1652605.000000 Penalty: 3153.581543
	Iteration 8Q: 3 clusters Score -1652605 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1653044.000000 Penalty: 3153.581543
	Iteration 9Q: 3 clusters Score -1653044 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1653464.500000 Penalty: 3153.581543
	Iteration 10Q: 3 clusters Score -1653464 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1653869.250000 Penalty: 3153.581543
	Iteration 11Q: 3 clusters Score -1653869 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1654233.750000 Penalty: 3153.581543
	Iteration 12Q: 3 clusters Score -1654234 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1654510.125000 Penalty: 3153.581543
	Iteration 13Q: 3 clusters Score -1654510 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1654724.125000 Penalty: 3153.581543
	Iteration 14Q: 3 clusters Score -1654724 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1654913.500000 Penalty: 3153.581543
	Iteration 15Q: 3 clusters Score -1654914 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1655112.250000 Penalty: 3153.581543
	Iteration 16Q: 3 clusters Score -1655112 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1655280.000000 Penalty: 3153.581543
	Iteration 17Q: 3 clusters Score -1655280 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1655392.625000 Penalty: 3153.581543
	Iteration 18Q: 3 clusters Score -1655393 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1655471.875000 Penalty: 3153.581543
	Iteration 19Q: 3 clusters Score -1655472 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1655532.875000 Penalty: 3153.581543
	Iteration 20F: 3 clusters Score -1655533 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1655577.625000 Penalty: 3153.581543
	Iteration 21Q: 3 clusters Score -1655578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1655609.125000 Penalty: 3153.581543
	Iteration 22Q: 3 clusters Score -1655609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1655629.125000 Penalty: 3153.581543
	Iteration 23Q: 3 clusters Score -1655629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1655643.000000 Penalty: 3153.581543
	Iteration 24Q: 3 clusters Score -1655643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1655665.000000 Penalty: 3153.581543
	Iteration 25Q: 3 clusters Score -1655665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1655671.875000 Penalty: 3153.581543
	Iteration 26Q: 3 clusters Score -1655672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1655682.125000 Penalty: 3153.581543
	Iteration 27Q: 3 clusters Score -1655682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1655686.375000 Penalty: 3153.581543
	Iteration 28Q: 3 clusters Score -1655686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1655693.125000 Penalty: 3153.581543
	Iteration 29Q: 3 clusters Score -1655693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1655700.500000 Penalty: 3153.581543
	Iteration 30Q: 3 clusters Score -1655700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1655700.250000 Penalty: 3153.581543
	Iteration 31Q: 3 clusters Score -1655700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1655705.125000 Penalty: 3153.581543
	Iteration 32Q: 3 clusters Score -1655705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1655701.250000 Penalty: 3153.581543
	Iteration 33Q: 3 clusters Score -1655701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1655703.000000 Penalty: 3153.581543
	Iteration 34Q: 3 clusters Score -1655703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1655705.250000 Penalty: 3153.581543
	Iteration 35Q: 3 clusters Score -1655705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1655708.875000 Penalty: 3153.581543
	Iteration 36Q: 3 clusters Score -1655709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1655710.250000 Penalty: 3153.581543
	Iteration 37Q: 3 clusters Score -1655710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1655711.125000 Penalty: 3153.581543
	Iteration 38Q: 3 clusters Score -1655711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1655710.750000 Penalty: 3153.581543
	Iteration 39Q: 3 clusters Score -1655711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1655710.500000 Penalty: 3153.581543
	Iteration 40F: 3 clusters Score -1655710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1655712.750000 Penalty: 3153.581543
	Iteration 41Q: 3 clusters Score -1655713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1655711.500000 Penalty: 3153.581543
	Iteration 42Q: 3 clusters Score -1655712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1655711.625000 Penalty: 3153.581543
	Iteration 43Q: 3 clusters Score -1655712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1655711.625000 Penalty: 3153.581543
	Iteration 44F: 3 clusters Score -1655712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -736190.812500 Penalty: 1450.839478
	Iteration 0F: 2 clusters Score -736190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -730653.812500 Penalty: 2901.678955
	Iteration 0F: 3 clusters Score -730653.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -732663.062500 Penalty: 2901.678955
	Iteration 1F: 3 clusters Score -732663.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -733360.750000 Penalty: 2901.678955
	Iteration 2F: 3 clusters Score -733360.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -734240.500000 Penalty: 2901.678955
	Iteration 3F: 3 clusters Score -734240.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -734941.000000 Penalty: 2901.678955
	Iteration 4F: 3 clusters Score -734941 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -735446.375000 Penalty: 2901.678955
	Iteration 5F: 3 clusters Score -735446.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -735749.125000 Penalty: 2901.678955
	Iteration 6F: 3 clusters Score -735749.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -735922.625000 Penalty: 2901.678955
	Iteration 7Q: 3 clusters Score -735922.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -736043.062500 Penalty: 2901.678955
	Iteration 8Q: 3 clusters Score -736043.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -736128.875000 Penalty: 2901.678955
	Iteration 9Q: 3 clusters Score -736128.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -736209.562500 Penalty: 2901.678955
	Iteration 10Q: 3 clusters Score -736209.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -736279.937500 Penalty: 2901.678955
	Iteration 11Q: 3 clusters Score -736279.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -736321.812500 Penalty: 2901.678955
	Iteration 12Q: 3 clusters Score -736321.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -736364.125000 Penalty: 2901.678955
	Iteration 13Q: 3 clusters Score -736364.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -736404.312500 Penalty: 2901.678955
	Iteration 14Q: 3 clusters Score -736404.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -736441.562500 Penalty: 2901.678955
	Iteration 15Q: 3 clusters Score -736441.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -736487.500000 Penalty: 2901.678955
	Iteration 16Q: 3 clusters Score -736487.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -736538.937500 Penalty: 2901.678955
	Iteration 17Q: 3 clusters Score -736538.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -736579.875000 Penalty: 2901.678955
	Iteration 18Q: 3 clusters Score -736579.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -736612.875000 Penalty: 2901.678955
	Iteration 19Q: 3 clusters Score -736612.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -736635.437500 Penalty: 2901.678955
	Iteration 20F: 3 clusters Score -736635.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -736651.312500 Penalty: 2901.678955
	Iteration 21Q: 3 clusters Score -736651.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -736658.250000 Penalty: 2901.678955
	Iteration 22Q: 3 clusters Score -736658.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -736660.062500 Penalty: 2901.678955
	Iteration 23Q: 3 clusters Score -736660.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -736663.875000 Penalty: 2901.678955
	Iteration 24Q: 3 clusters Score -736663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -736666.500000 Penalty: 2901.678955
	Iteration 25Q: 3 clusters Score -736666.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -736667.375000 Penalty: 2901.678955
	Iteration 26Q: 3 clusters Score -736667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -736670.625000 Penalty: 2901.678955
	Iteration 27Q: 3 clusters Score -736670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -736670.187500 Penalty: 2901.678955
	Iteration 28Q: 3 clusters Score -736670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -736669.875000 Penalty: 2901.678955
	Iteration 29Q: 3 clusters Score -736669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -736671.937500 Penalty: 2901.678955
	Iteration 30Q: 3 clusters Score -736671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -736671.187500 Penalty: 2901.678955
	Iteration 31Q: 3 clusters Score -736671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -736671.250000 Penalty: 2901.678955
	Iteration 32Q: 3 clusters Score -736671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -736671.062500 Penalty: 2901.678955
	Iteration 33Q: 3 clusters Score -736671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -736671.062500 Penalty: 2901.678955
	Iteration 34F: 3 clusters Score -736671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9899 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Entering Unmasked Estep 
Score: -54868256.000000 Penalty: 53749.394531
Splitting cluster 8 changes total score from -54864056.000000 to -54868256.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -406590.218750 Penalty: 1359.383911
	Iteration 0F: 2 clusters Score -406590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -403056.750000 Penalty: 2718.767822
	Iteration 0F: 3 clusters Score -403056.8 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -404429.093750 Penalty: 2718.767822
	Iteration 1F: 3 clusters Score -404429.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -405265.031250 Penalty: 2718.767822
	Iteration 2F: 3 clusters Score -405265 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -405987.000000 Penalty: 2718.767822
	Iteration 3F: 3 clusters Score -405987 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -406426.031250 Penalty: 2718.767822
	Iteration 4F: 3 clusters Score -406426 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -406685.875000 Penalty: 2718.767822
	Iteration 5F: 3 clusters Score -406685.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -406868.468750 Penalty: 2718.767822
	Iteration 6Q: 3 clusters Score -406868.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -407092.812500 Penalty: 2718.767822
	Iteration 7Q: 3 clusters Score -407092.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -407501.375000 Penalty: 2718.767822
	Iteration 8Q: 3 clusters Score -407501.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -408254.656250 Penalty: 2718.767822
	Iteration 9F: 3 clusters Score -408254.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -409220.593750 Penalty: 2718.767822
	Iteration 10F: 3 clusters Score -409220.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -409703.656250 Penalty: 2718.767822
	Iteration 11Q: 3 clusters Score -409703.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -409861.312500 Penalty: 2718.767822
	Iteration 12Q: 3 clusters Score -409861.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -409944.500000 Penalty: 2718.767822
	Iteration 13Q: 3 clusters Score -409944.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -409979.843750 Penalty: 2718.767822
	Iteration 14Q: 3 clusters Score -409979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -409986.500000 Penalty: 2718.767822
	Iteration 15Q: 3 clusters Score -409986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -409990.125000 Penalty: 2718.767822
	Iteration 16Q: 3 clusters Score -409990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -409990.906250 Penalty: 2718.767822
	Iteration 17Q: 3 clusters Score -409990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -409990.718750 Penalty: 2718.767822
	Iteration 18Q: 3 clusters Score -409990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -409990.718750 Penalty: 2718.767822
	Iteration 19F: 3 clusters Score -409990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 9899 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Entering Unmasked Estep 
Score: -54870944.000000 Penalty: 55899.371094
Splitting cluster 9 changes total score from -54864056.000000 to -54870944.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -315204.437500 Penalty: 1313.991699
	Iteration 0F: 2 clusters Score -315204.4 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 1675 members 
Entering Unmasked Estep 
Score: -312316.562500 Penalty: 2627.983398
	Iteration 0F: 3 clusters Score -312316.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -313063.406250 Penalty: 2627.983398
	Iteration 1F: 3 clusters Score -313063.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -313216.875000 Penalty: 2627.983398
	Iteration 2F: 3 clusters Score -313216.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -313336.656250 Penalty: 2627.983398
	Iteration 3F: 3 clusters Score -313336.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -313433.187500 Penalty: 2627.983398
	Iteration 4Q: 3 clusters Score -313433.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -313505.343750 Penalty: 2627.983398
	Iteration 5Q: 3 clusters Score -313505.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -313562.687500 Penalty: 2627.983398
	Iteration 6Q: 3 clusters Score -313562.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -313641.562500 Penalty: 2627.983398
	Iteration 7Q: 3 clusters Score -313641.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -313725.937500 Penalty: 2627.983398
	Iteration 8Q: 3 clusters Score -313725.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -313797.218750 Penalty: 2627.983398
	Iteration 9Q: 3 clusters Score -313797.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -313864.250000 Penalty: 2627.983398
	Iteration 10Q: 3 clusters Score -313864.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -313922.281250 Penalty: 2627.983398
	Iteration 11Q: 3 clusters Score -313922.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -313973.125000 Penalty: 2627.983398
	Iteration 12Q: 3 clusters Score -313973.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -314025.437500 Penalty: 2627.983398
	Iteration 13Q: 3 clusters Score -314025.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -314064.718750 Penalty: 2627.983398
	Iteration 14Q: 3 clusters Score -314064.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -314102.812500 Penalty: 2627.983398
	Iteration 15Q: 3 clusters Score -314102.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -314132.125000 Penalty: 2627.983398
	Iteration 16Q: 3 clusters Score -314132.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -314157.843750 Penalty: 2627.983398
	Iteration 17Q: 3 clusters Score -314157.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -314178.156250 Penalty: 2627.983398
	Iteration 18Q: 3 clusters Score -314178.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -314195.625000 Penalty: 2627.983398
	Iteration 19Q: 3 clusters Score -314195.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -314212.093750 Penalty: 2627.983398
	Iteration 20F: 3 clusters Score -314212.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -314224.281250 Penalty: 2627.983398
	Iteration 21Q: 3 clusters Score -314224.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -314233.031250 Penalty: 2627.983398
	Iteration 22Q: 3 clusters Score -314233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -314241.468750 Penalty: 2627.983398
	Iteration 23Q: 3 clusters Score -314241.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -314247.375000 Penalty: 2627.983398
	Iteration 24Q: 3 clusters Score -314247.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -314254.968750 Penalty: 2627.983398
	Iteration 25Q: 3 clusters Score -314255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -314260.187500 Penalty: 2627.983398
	Iteration 26Q: 3 clusters Score -314260.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -314266.437500 Penalty: 2627.983398
	Iteration 27Q: 3 clusters Score -314266.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -314271.906250 Penalty: 2627.983398
	Iteration 28Q: 3 clusters Score -314271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -314276.906250 Penalty: 2627.983398
	Iteration 29Q: 3 clusters Score -314276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -314279.875000 Penalty: 2627.983398
	Iteration 30Q: 3 clusters Score -314279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -314283.625000 Penalty: 2627.983398
	Iteration 31Q: 3 clusters Score -314283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -314287.406250 Penalty: 2627.983398
	Iteration 32Q: 3 clusters Score -314287.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -314292.031250 Penalty: 2627.983398
	Iteration 33Q: 3 clusters Score -314292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -314297.312500 Penalty: 2627.983398
	Iteration 34Q: 3 clusters Score -314297.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -314302.781250 Penalty: 2627.983398
	Iteration 35Q: 3 clusters Score -314302.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -314306.906250 Penalty: 2627.983398
	Iteration 36Q: 3 clusters Score -314306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -314311.125000 Penalty: 2627.983398
	Iteration 37Q: 3 clusters Score -314311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -314315.187500 Penalty: 2627.983398
	Iteration 38Q: 3 clusters Score -314315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314320.000000 Penalty: 2627.983398
	Iteration 39Q: 3 clusters Score -314320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -314326.156250 Penalty: 2627.983398
	Iteration 40F: 3 clusters Score -314326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -314333.906250 Penalty: 2627.983398
	Iteration 41Q: 3 clusters Score -314333.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -314343.187500 Penalty: 2627.983398
	Iteration 42Q: 3 clusters Score -314343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -314350.406250 Penalty: 2627.983398
	Iteration 43Q: 3 clusters Score -314350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -314356.593750 Penalty: 2627.983398
	Iteration 44Q: 3 clusters Score -314356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -314361.062500 Penalty: 2627.983398
	Iteration 45Q: 3 clusters Score -314361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -314364.875000 Penalty: 2627.983398
	Iteration 46Q: 3 clusters Score -314364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -314365.906250 Penalty: 2627.983398
	Iteration 47Q: 3 clusters Score -314365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -314369.500000 Penalty: 2627.983398
	Iteration 48Q: 3 clusters Score -314369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -314369.875000 Penalty: 2627.983398
	Iteration 49Q: 3 clusters Score -314369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314370.562500 Penalty: 2627.983398
	Iteration 50Q: 3 clusters Score -314370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -314372.281250 Penalty: 2627.983398
	Iteration 51Q: 3 clusters Score -314372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314372.156250 Penalty: 2627.983398
	Iteration 52Q: 3 clusters Score -314372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -314372.750000 Penalty: 2627.983398
	Iteration 53Q: 3 clusters Score -314372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -314372.750000 Penalty: 2627.983398
	Iteration 54F: 3 clusters Score -314372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -744485.187500 Penalty: 1445.895508
	Iteration 0F: 2 clusters Score -744485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -738969.062500 Penalty: 2891.791016
	Iteration 0F: 3 clusters Score -738969.1 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -740794.375000 Penalty: 2891.791016
	Iteration 1F: 3 clusters Score -740794.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -741189.187500 Penalty: 2891.791016
	Iteration 2F: 3 clusters Score -741189.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -741689.250000 Penalty: 2891.791016
	Iteration 3F: 3 clusters Score -741689.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -742070.750000 Penalty: 2891.791016
	Iteration 4F: 3 clusters Score -742070.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -742418.625000 Penalty: 2891.791016
	Iteration 5F: 3 clusters Score -742418.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -742838.687500 Penalty: 2891.791016
	Iteration 6F: 3 clusters Score -742838.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -743376.062500 Penalty: 2891.791016
	Iteration 7F: 3 clusters Score -743376.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -744128.062500 Penalty: 2891.791016
	Iteration 8F: 3 clusters Score -744128.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -744864.875000 Penalty: 2891.791016
	Iteration 9F: 3 clusters Score -744864.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -745409.125000 Penalty: 2891.791016
	Iteration 10F: 3 clusters Score -745409.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -745683.750000 Penalty: 2891.791016
	Iteration 11Q: 3 clusters Score -745683.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -745775.187500 Penalty: 2891.791016
	Iteration 12Q: 3 clusters Score -745775.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -745806.750000 Penalty: 2891.791016
	Iteration 13Q: 3 clusters Score -745806.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -745817.625000 Penalty: 2891.791016
	Iteration 14Q: 3 clusters Score -745817.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -745823.625000 Penalty: 2891.791016
	Iteration 15Q: 3 clusters Score -745823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -745825.625000 Penalty: 2891.791016
	Iteration 16Q: 3 clusters Score -745825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -745826.000000 Penalty: 2891.791016
	Iteration 17Q: 3 clusters Score -745826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -745827.250000 Penalty: 2891.791016
	Iteration 18Q: 3 clusters Score -745827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -745826.812500 Penalty: 2891.791016
	Iteration 19Q: 3 clusters Score -745826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -745826.812500 Penalty: 2891.791016
	Iteration 20F: 3 clusters Score -745826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 9899 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Entering Unmasked Estep 
Score: -54871636.000000 Penalty: 58049.347656
Splitting cluster 11 changes total score from -54864056.000000 to -54871636.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -945331.750000 Penalty: 1495.030640
	Iteration 0F: 2 clusters Score -945331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -938269.000000 Penalty: 2990.061279
	Iteration 0F: 3 clusters Score -938269 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -941786.375000 Penalty: 2990.061279
	Iteration 1F: 3 clusters Score -941786.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -943363.562500 Penalty: 2990.061279
	Iteration 2F: 3 clusters Score -943363.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -944523.125000 Penalty: 2990.061279
	Iteration 3F: 3 clusters Score -944523.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -945543.500000 Penalty: 2990.061279
	Iteration 4F: 3 clusters Score -945543.5 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -946384.375000 Penalty: 2990.061279
	Iteration 5F: 3 clusters Score -946384.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -946954.500000 Penalty: 2990.061279
	Iteration 6F: 3 clusters Score -946954.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -947434.187500 Penalty: 2990.061279
	Iteration 7Q: 3 clusters Score -947434.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -947731.250000 Penalty: 2990.061279
	Iteration 8Q: 3 clusters Score -947731.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -947889.875000 Penalty: 2990.061279
	Iteration 9Q: 3 clusters Score -947889.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -947942.625000 Penalty: 2990.061279
	Iteration 10Q: 3 clusters Score -947942.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -947968.125000 Penalty: 2990.061279
	Iteration 11Q: 3 clusters Score -947968.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -947981.875000 Penalty: 2990.061279
	Iteration 12Q: 3 clusters Score -947981.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -947983.125000 Penalty: 2990.061279
	Iteration 13Q: 3 clusters Score -947983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -947985.312500 Penalty: 2990.061279
	Iteration 14Q: 3 clusters Score -947985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -947988.187500 Penalty: 2990.061279
	Iteration 15Q: 3 clusters Score -947988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -947989.312500 Penalty: 2990.061279
	Iteration 16Q: 3 clusters Score -947989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -947990.375000 Penalty: 2990.061279
	Iteration 17Q: 3 clusters Score -947990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -947989.562500 Penalty: 2990.061279
	Iteration 18Q: 3 clusters Score -947989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -947989.812500 Penalty: 2990.061279
	Iteration 19Q: 3 clusters Score -947989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -947989.500000 Penalty: 2990.061279
	Iteration 20F: 3 clusters Score -947989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -947990.000000 Penalty: 2990.061279
	Iteration 21Q: 3 clusters Score -947990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -947990.000000 Penalty: 2990.061279
	Iteration 22F: 3 clusters Score -947990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Entering Unmasked Estep 
Score: -54873676.000000 Penalty: 60199.324219
Splitting cluster 12 changes total score from -54864056.000000 to -54873676.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (17927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Entering Unmasked Estep 
Score: -1773768.250000 Penalty: 1591.535278
	Iteration 0F: 2 clusters Score -1773768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1761579.000000 Penalty: 3183.070557
	Iteration 0F: 3 clusters Score -1761579 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1766349.875000 Penalty: 3183.070557
	Iteration 1F: 3 clusters Score -1766350 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1767785.750000 Penalty: 3183.070557
	Iteration 2F: 3 clusters Score -1767786 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1770149.250000 Penalty: 3183.070557
	Iteration 3F: 3 clusters Score -1770149 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1772579.750000 Penalty: 3183.070557
	Iteration 4F: 3 clusters Score -1772580 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1774219.250000 Penalty: 3183.070557
	Iteration 5F: 3 clusters Score -1774219 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1774988.375000 Penalty: 3183.070557
	Iteration 6F: 3 clusters Score -1774988 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1775359.000000 Penalty: 3183.070557
	Iteration 7Q: 3 clusters Score -1775359 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1775620.125000 Penalty: 3183.070557
	Iteration 8Q: 3 clusters Score -1775620 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1775855.375000 Penalty: 3183.070557
	Iteration 9Q: 3 clusters Score -1775855 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1776065.750000 Penalty: 3183.070557
	Iteration 10Q: 3 clusters Score -1776066 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1776247.875000 Penalty: 3183.070557
	Iteration 11Q: 3 clusters Score -1776248 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1776369.625000 Penalty: 3183.070557
	Iteration 12Q: 3 clusters Score -1776370 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1776445.500000 Penalty: 3183.070557
	Iteration 13Q: 3 clusters Score -1776446 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1776510.500000 Penalty: 3183.070557
	Iteration 14Q: 3 clusters Score -1776510 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1776556.625000 Penalty: 3183.070557
	Iteration 15Q: 3 clusters Score -1776557 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1776594.125000 Penalty: 3183.070557
	Iteration 16Q: 3 clusters Score -1776594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1776623.375000 Penalty: 3183.070557
	Iteration 17Q: 3 clusters Score -1776623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1776642.125000 Penalty: 3183.070557
	Iteration 18Q: 3 clusters Score -1776642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1776662.875000 Penalty: 3183.070557
	Iteration 19Q: 3 clusters Score -1776663 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1776689.875000 Penalty: 3183.070557
	Iteration 20F: 3 clusters Score -1776690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1776701.875000 Penalty: 3183.070557
	Iteration 21Q: 3 clusters Score -1776702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1776717.750000 Penalty: 3183.070557
	Iteration 22Q: 3 clusters Score -1776718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1776732.375000 Penalty: 3183.070557
	Iteration 23Q: 3 clusters Score -1776732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1776745.250000 Penalty: 3183.070557
	Iteration 24Q: 3 clusters Score -1776745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1776749.000000 Penalty: 3183.070557
	Iteration 25Q: 3 clusters Score -1776749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1776759.375000 Penalty: 3183.070557
	Iteration 26Q: 3 clusters Score -1776759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1776761.500000 Penalty: 3183.070557
	Iteration 27Q: 3 clusters Score -1776762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1776770.750000 Penalty: 3183.070557
	Iteration 28Q: 3 clusters Score -1776771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1776770.875000 Penalty: 3183.070557
	Iteration 29Q: 3 clusters Score -1776771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1776780.500000 Penalty: 3183.070557
	Iteration 30Q: 3 clusters Score -1776780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1776779.750000 Penalty: 3183.070557
	Iteration 31Q: 3 clusters Score -1776780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1776777.750000 Penalty: 3183.070557
	Iteration 32Q: 3 clusters Score -1776778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1776777.000000 Penalty: 3183.070557
	Iteration 33Q: 3 clusters Score -1776777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1776782.000000 Penalty: 3183.070557
	Iteration 34Q: 3 clusters Score -1776782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1776787.625000 Penalty: 3183.070557
	Iteration 35Q: 3 clusters Score -1776788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1776786.625000 Penalty: 3183.070557
	Iteration 36Q: 3 clusters Score -1776787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1776785.000000 Penalty: 3183.070557
	Iteration 37Q: 3 clusters Score -1776785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1776781.500000 Penalty: 3183.070557
	Iteration 38Q: 3 clusters Score -1776782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1776780.875000 Penalty: 3183.070557
	Iteration 39Q: 3 clusters Score -1776781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1776784.500000 Penalty: 3183.070557
	Iteration 40F: 3 clusters Score -1776784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1776785.125000 Penalty: 3183.070557
	Iteration 41Q: 3 clusters Score -1776785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1776789.125000 Penalty: 3183.070557
	Iteration 42Q: 3 clusters Score -1776789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1776787.000000 Penalty: 3183.070557
	Iteration 43Q: 3 clusters Score -1776787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1776788.500000 Penalty: 3183.070557
	Iteration 44Q: 3 clusters Score -1776788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1776795.875000 Penalty: 3183.070557
	Iteration 45Q: 3 clusters Score -1776796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1776792.375000 Penalty: 3183.070557
	Iteration 46Q: 3 clusters Score -1776792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1776798.250000 Penalty: 3183.070557
	Iteration 47Q: 3 clusters Score -1776798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1776794.875000 Penalty: 3183.070557
	Iteration 48Q: 3 clusters Score -1776795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1776798.375000 Penalty: 3183.070557
	Iteration 49Q: 3 clusters Score -1776798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1776802.250000 Penalty: 3183.070557
	Iteration 50Q: 3 clusters Score -1776802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1776805.125000 Penalty: 3183.070557
	Iteration 51Q: 3 clusters Score -1776805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1776806.375000 Penalty: 3183.070557
	Iteration 52Q: 3 clusters Score -1776806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1776805.375000 Penalty: 3183.070557
	Iteration 53Q: 3 clusters Score -1776805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1776799.750000 Penalty: 3183.070557
	Iteration 54Q: 3 clusters Score -1776800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1776802.250000 Penalty: 3183.070557
	Iteration 55Q: 3 clusters Score -1776802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1776805.875000 Penalty: 3183.070557
	Iteration 56Q: 3 clusters Score -1776806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1776803.375000 Penalty: 3183.070557
	Iteration 57Q: 3 clusters Score -1776803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1776806.125000 Penalty: 3183.070557
	Iteration 58Q: 3 clusters Score -1776806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1776808.000000 Penalty: 3183.070557
	Iteration 59Q: 3 clusters Score -1776808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1776809.750000 Penalty: 3183.070557
	Iteration 60F: 3 clusters Score -1776810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1776814.375000 Penalty: 3183.070557
	Iteration 61Q: 3 clusters Score -1776814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1776810.500000 Penalty: 3183.070557
	Iteration 62Q: 3 clusters Score -1776810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1776808.875000 Penalty: 3183.070557
	Iteration 63Q: 3 clusters Score -1776809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1776811.000000 Penalty: 3183.070557
	Iteration 64Q: 3 clusters Score -1776811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1776811.625000 Penalty: 3183.070557
	Iteration 65Q: 3 clusters Score -1776812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1776810.375000 Penalty: 3183.070557
	Iteration 66Q: 3 clusters Score -1776810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1776811.625000 Penalty: 3183.070557
	Iteration 67Q: 3 clusters Score -1776812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1776810.750000 Penalty: 3183.070557
	Iteration 68Q: 3 clusters Score -1776811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1776811.125000 Penalty: 3183.070557
	Iteration 69Q: 3 clusters Score -1776811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1776812.875000 Penalty: 3183.070557
	Iteration 70Q: 3 clusters Score -1776813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1776809.000000 Penalty: 3183.070557
	Iteration 71Q: 3 clusters Score -1776809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1776809.000000 Penalty: 3183.070557
	Iteration 72F: 3 clusters Score -1776809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 21504 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Entering Unmasked Estep 
Score: -54876064.000000 Penalty: 62349.296875
Splitting cluster 13 changes total score from -54864056.000000 to -54876064.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (75089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Entering Unmasked Estep 
Score: -7944812.500000 Penalty: 1824.294678
	Iteration 0F: 2 clusters Score -7944812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -7894528.000000 Penalty: 3648.589355
	Iteration 0F: 3 clusters Score -7894528 nChanged 35743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -7915734.500000 Penalty: 3648.589355
	Iteration 1F: 3 clusters Score -7915734 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -7917232.500000 Penalty: 3648.589355
	Iteration 2Q: 3 clusters Score -7917232 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -7919365.000000 Penalty: 3648.589355
	Iteration 3F: 3 clusters Score -7919365 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -7922390.000000 Penalty: 3648.589355
	Iteration 4F: 3 clusters Score -7922390 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -7925999.500000 Penalty: 3648.589355
	Iteration 5F: 3 clusters Score -7926000 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7930254.000000 Penalty: 3648.589355
	Iteration 6F: 3 clusters Score -7930254 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -7934624.500000 Penalty: 3648.589355
	Iteration 7F: 3 clusters Score -7934624 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7938092.500000 Penalty: 3648.589355
	Iteration 8Q: 3 clusters Score -7938092 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -7939627.000000 Penalty: 3648.589355
	Iteration 9Q: 3 clusters Score -7939627 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -7940320.000000 Penalty: 3648.589355
	Iteration 10Q: 3 clusters Score -7940320 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -7940775.000000 Penalty: 3648.589355
	Iteration 11Q: 3 clusters Score -7940775 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -7941152.500000 Penalty: 3648.589355
	Iteration 12Q: 3 clusters Score -7941152 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -7941470.000000 Penalty: 3648.589355
	Iteration 13Q: 3 clusters Score -7941470 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -7941727.500000 Penalty: 3648.589355
	Iteration 14Q: 3 clusters Score -7941728 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -7941982.000000 Penalty: 3648.589355
	Iteration 15Q: 3 clusters Score -7941982 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7942202.500000 Penalty: 3648.589355
	Iteration 16Q: 3 clusters Score -7942202 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -7942361.500000 Penalty: 3648.589355
	Iteration 17Q: 3 clusters Score -7942362 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -7942509.500000 Penalty: 3648.589355
	Iteration 18Q: 3 clusters Score -7942510 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -7942616.500000 Penalty: 3648.589355
	Iteration 19Q: 3 clusters Score -7942616 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7942751.000000 Penalty: 3648.589355
	Iteration 20F: 3 clusters Score -7942751 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -7942858.000000 Penalty: 3648.589355
	Iteration 21Q: 3 clusters Score -7942858 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7942955.000000 Penalty: 3648.589355
	Iteration 22Q: 3 clusters Score -7942955 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7943035.500000 Penalty: 3648.589355
	Iteration 23Q: 3 clusters Score -7943036 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7943094.000000 Penalty: 3648.589355
	Iteration 24Q: 3 clusters Score -7943094 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7943120.500000 Penalty: 3648.589355
	Iteration 25Q: 3 clusters Score -7943120 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7943164.500000 Penalty: 3648.589355
	Iteration 26Q: 3 clusters Score -7943164 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7943190.500000 Penalty: 3648.589355
	Iteration 27Q: 3 clusters Score -7943190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7943266.000000 Penalty: 3648.589355
	Iteration 28Q: 3 clusters Score -7943266 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7943277.500000 Penalty: 3648.589355
	Iteration 29Q: 3 clusters Score -7943278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7943327.000000 Penalty: 3648.589355
	Iteration 30Q: 3 clusters Score -7943327 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7943347.500000 Penalty: 3648.589355
	Iteration 31Q: 3 clusters Score -7943348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7943363.000000 Penalty: 3648.589355
	Iteration 32Q: 3 clusters Score -7943363 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -7943385.000000 Penalty: 3648.589355
	Iteration 33Q: 3 clusters Score -7943385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -7943408.000000 Penalty: 3648.589355
	Iteration 34Q: 3 clusters Score -7943408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7943438.000000 Penalty: 3648.589355
	Iteration 35Q: 3 clusters Score -7943438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7943447.500000 Penalty: 3648.589355
	Iteration 36Q: 3 clusters Score -7943448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7943456.000000 Penalty: 3648.589355
	Iteration 37Q: 3 clusters Score -7943456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7943485.500000 Penalty: 3648.589355
	Iteration 38Q: 3 clusters Score -7943486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7943500.000000 Penalty: 3648.589355
	Iteration 39Q: 3 clusters Score -7943500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7943498.500000 Penalty: 3648.589355
	Iteration 40F: 3 clusters Score -7943498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7943513.500000 Penalty: 3648.589355
	Iteration 41Q: 3 clusters Score -7943514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7943511.500000 Penalty: 3648.589355
	Iteration 42Q: 3 clusters Score -7943512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7943518.500000 Penalty: 3648.589355
	Iteration 43Q: 3 clusters Score -7943518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7943527.500000 Penalty: 3648.589355
	Iteration 44Q: 3 clusters Score -7943528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7943541.000000 Penalty: 3648.589355
	Iteration 45Q: 3 clusters Score -7943541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7943555.000000 Penalty: 3648.589355
	Iteration 46Q: 3 clusters Score -7943555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7943565.500000 Penalty: 3648.589355
	Iteration 47Q: 3 clusters Score -7943566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7943561.500000 Penalty: 3648.589355
	Iteration 48Q: 3 clusters Score -7943562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7943569.500000 Penalty: 3648.589355
	Iteration 49Q: 3 clusters Score -7943570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -7943580.000000 Penalty: 3648.589355
	Iteration 50Q: 3 clusters Score -7943580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7943580.500000 Penalty: 3648.589355
	Iteration 51Q: 3 clusters Score -7943580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7943582.000000 Penalty: 3648.589355
	Iteration 52Q: 3 clusters Score -7943582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7943588.500000 Penalty: 3648.589355
	Iteration 53Q: 3 clusters Score -7943588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7943580.000000 Penalty: 3648.589355
	Iteration 54Q: 3 clusters Score -7943580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7943586.500000 Penalty: 3648.589355
	Iteration 55Q: 3 clusters Score -7943586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7943586.500000 Penalty: 3648.589355
	Iteration 56Q: 3 clusters Score -7943586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7943594.500000 Penalty: 3648.589355
	Iteration 57Q: 3 clusters Score -7943594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7943597.000000 Penalty: 3648.589355
	Iteration 58Q: 3 clusters Score -7943597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7943597.500000 Penalty: 3648.589355
	Iteration 59Q: 3 clusters Score -7943598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7943597.000000 Penalty: 3648.589355
	Iteration 60F: 3 clusters Score -7943597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7943602.500000 Penalty: 3648.589355
	Iteration 61Q: 3 clusters Score -7943602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7943606.500000 Penalty: 3648.589355
	Iteration 62Q: 3 clusters Score -7943606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7943604.500000 Penalty: 3648.589355
	Iteration 63Q: 3 clusters Score -7943604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7943607.000000 Penalty: 3648.589355
	Iteration 64Q: 3 clusters Score -7943607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7943613.500000 Penalty: 3648.589355
	Iteration 65Q: 3 clusters Score -7943614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7943617.000000 Penalty: 3648.589355
	Iteration 66Q: 3 clusters Score -7943617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7943626.500000 Penalty: 3648.589355
	Iteration 67Q: 3 clusters Score -7943626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7943629.500000 Penalty: 3648.589355
	Iteration 68Q: 3 clusters Score -7943630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7943623.500000 Penalty: 3648.589355
	Iteration 69Q: 3 clusters Score -7943624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7943638.500000 Penalty: 3648.589355
	Iteration 70Q: 3 clusters Score -7943638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7943632.000000 Penalty: 3648.589355
	Iteration 71Q: 3 clusters Score -7943632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7943631.000000 Penalty: 3648.589355
	Iteration 72Q: 3 clusters Score -7943631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7943631.000000 Penalty: 3648.589355
	Iteration 73Q: 3 clusters Score -7943631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7943632.500000 Penalty: 3648.589355
	Iteration 74Q: 3 clusters Score -7943632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7943632.500000 Penalty: 3648.589355
	Iteration 75Q: 3 clusters Score -7943632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7943630.500000 Penalty: 3648.589355
	Iteration 76Q: 3 clusters Score -7943630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7943624.500000 Penalty: 3648.589355
	Iteration 77Q: 3 clusters Score -7943624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7943632.500000 Penalty: 3648.589355
	Iteration 78Q: 3 clusters Score -7943632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7943635.000000 Penalty: 3648.589355
	Iteration 79Q: 3 clusters Score -7943635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7943633.500000 Penalty: 3648.589355
	Iteration 80F: 3 clusters Score -7943634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7943636.500000 Penalty: 3648.589355
	Iteration 81Q: 3 clusters Score -7943636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7943639.000000 Penalty: 3648.589355
	Iteration 82Q: 3 clusters Score -7943639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7943635.500000 Penalty: 3648.589355
	Iteration 83Q: 3 clusters Score -7943636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7943637.500000 Penalty: 3648.589355
	Iteration 84Q: 3 clusters Score -7943638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7943634.500000 Penalty: 3648.589355
	Iteration 85Q: 3 clusters Score -7943634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7943632.000000 Penalty: 3648.589355
	Iteration 86Q: 3 clusters Score -7943632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7943642.500000 Penalty: 3648.589355
	Iteration 87Q: 3 clusters Score -7943642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7943637.000000 Penalty: 3648.589355
	Iteration 88Q: 3 clusters Score -7943637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7943640.500000 Penalty: 3648.589355
	Iteration 89Q: 3 clusters Score -7943640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7943631.000000 Penalty: 3648.589355
	Iteration 90Q: 3 clusters Score -7943631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7943627.000000 Penalty: 3648.589355
	Iteration 91Q: 3 clusters Score -7943627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7943633.500000 Penalty: 3648.589355
	Iteration 92Q: 3 clusters Score -7943634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7943637.500000 Penalty: 3648.589355
	Iteration 93Q: 3 clusters Score -7943638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7943637.000000 Penalty: 3648.589355
	Iteration 94Q: 3 clusters Score -7943637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7943635.000000 Penalty: 3648.589355
	Iteration 95Q: 3 clusters Score -7943635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7943636.500000 Penalty: 3648.589355
	Iteration 96Q: 3 clusters Score -7943636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7943637.000000 Penalty: 3648.589355
	Iteration 97Q: 3 clusters Score -7943637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7943634.000000 Penalty: 3648.589355
	Iteration 98Q: 3 clusters Score -7943634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7943638.000000 Penalty: 3648.589355
	Iteration 99Q: 3 clusters Score -7943638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7943637.500000 Penalty: 3648.589355
	Iteration 100F: 3 clusters Score -7943638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7943638.500000 Penalty: 3648.589355
	Iteration 101Q: 3 clusters Score -7943638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7943640.000000 Penalty: 3648.589355
	Iteration 102Q: 3 clusters Score -7943640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7943637.500000 Penalty: 3648.589355
	Iteration 103Q: 3 clusters Score -7943638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7943638.500000 Penalty: 3648.589355
	Iteration 104Q: 3 clusters Score -7943638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7943642.000000 Penalty: 3648.589355
	Iteration 105Q: 3 clusters Score -7943642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7943643.000000 Penalty: 3648.589355
	Iteration 106Q: 3 clusters Score -7943643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7943645.500000 Penalty: 3648.589355
	Iteration 107Q: 3 clusters Score -7943646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7943650.500000 Penalty: 3648.589355
	Iteration 108Q: 3 clusters Score -7943650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7943646.000000 Penalty: 3648.589355
	Iteration 109Q: 3 clusters Score -7943646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7943647.000000 Penalty: 3648.589355
	Iteration 110Q: 3 clusters Score -7943647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7943642.500000 Penalty: 3648.589355
	Iteration 111Q: 3 clusters Score -7943642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7943646.000000 Penalty: 3648.589355
	Iteration 112Q: 3 clusters Score -7943646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7943650.500000 Penalty: 3648.589355
	Iteration 113Q: 3 clusters Score -7943650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7943654.500000 Penalty: 3648.589355
	Iteration 114Q: 3 clusters Score -7943654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7943655.000000 Penalty: 3648.589355
	Iteration 115Q: 3 clusters Score -7943655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7943657.000000 Penalty: 3648.589355
	Iteration 116Q: 3 clusters Score -7943657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7943667.500000 Penalty: 3648.589355
	Iteration 117Q: 3 clusters Score -7943668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7943660.000000 Penalty: 3648.589355
	Iteration 118Q: 3 clusters Score -7943660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7943655.000000 Penalty: 3648.589355
	Iteration 119Q: 3 clusters Score -7943655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7943659.000000 Penalty: 3648.589355
	Iteration 120F: 3 clusters Score -7943659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7943656.500000 Penalty: 3648.589355
	Iteration 121Q: 3 clusters Score -7943656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7943653.500000 Penalty: 3648.589355
	Iteration 122Q: 3 clusters Score -7943654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7943655.500000 Penalty: 3648.589355
	Iteration 123Q: 3 clusters Score -7943656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7943651.500000 Penalty: 3648.589355
	Iteration 124Q: 3 clusters Score -7943652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7943651.500000 Penalty: 3648.589355
	Iteration 125Q: 3 clusters Score -7943652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7943658.000000 Penalty: 3648.589355
	Iteration 126Q: 3 clusters Score -7943658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7943662.500000 Penalty: 3648.589355
	Iteration 127Q: 3 clusters Score -7943662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7943654.000000 Penalty: 3648.589355
	Iteration 128Q: 3 clusters Score -7943654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7943660.000000 Penalty: 3648.589355
	Iteration 129Q: 3 clusters Score -7943660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7943659.000000 Penalty: 3648.589355
	Iteration 130Q: 3 clusters Score -7943659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7943658.500000 Penalty: 3648.589355
	Iteration 131Q: 3 clusters Score -7943658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7943660.500000 Penalty: 3648.589355
	Iteration 132Q: 3 clusters Score -7943660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7943660.500000 Penalty: 3648.589355
	Iteration 133F: 3 clusters Score -7943660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Entering Unmasked Estep 
Score: -2011411.625000 Penalty: 1609.219238
	Iteration 0F: 2 clusters Score -2011412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1997791.625000 Penalty: 3218.438477
	Iteration 0F: 3 clusters Score -1997792 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2003346.375000 Penalty: 3218.438477
	Iteration 1F: 3 clusters Score -2003346 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2004397.250000 Penalty: 3218.438477
	Iteration 2F: 3 clusters Score -2004397 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2005772.375000 Penalty: 3218.438477
	Iteration 3F: 3 clusters Score -2005772 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2007072.375000 Penalty: 3218.438477
	Iteration 4F: 3 clusters Score -2007072 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2008127.500000 Penalty: 3218.438477
	Iteration 5F: 3 clusters Score -2008128 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2008810.000000 Penalty: 3218.438477
	Iteration 6F: 3 clusters Score -2008810 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2009200.500000 Penalty: 3218.438477
	Iteration 7Q: 3 clusters Score -2009200 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2009444.000000 Penalty: 3218.438477
	Iteration 8Q: 3 clusters Score -2009444 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2009601.000000 Penalty: 3218.438477
	Iteration 9Q: 3 clusters Score -2009601 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2009733.125000 Penalty: 3218.438477
	Iteration 10Q: 3 clusters Score -2009733 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2009839.625000 Penalty: 3218.438477
	Iteration 11Q: 3 clusters Score -2009840 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2009930.125000 Penalty: 3218.438477
	Iteration 12Q: 3 clusters Score -2009930 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2010039.750000 Penalty: 3218.438477
	Iteration 13Q: 3 clusters Score -2010040 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2010141.125000 Penalty: 3218.438477
	Iteration 14Q: 3 clusters Score -2010141 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2010265.750000 Penalty: 3218.438477
	Iteration 15Q: 3 clusters Score -2010266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2010377.375000 Penalty: 3218.438477
	Iteration 16Q: 3 clusters Score -2010377 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2010520.125000 Penalty: 3218.438477
	Iteration 17Q: 3 clusters Score -2010520 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2010664.875000 Penalty: 3218.438477
	Iteration 18Q: 3 clusters Score -2010665 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2010793.000000 Penalty: 3218.438477
	Iteration 19Q: 3 clusters Score -2010793 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2010905.500000 Penalty: 3218.438477
	Iteration 20F: 3 clusters Score -2010906 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2010987.250000 Penalty: 3218.438477
	Iteration 21Q: 3 clusters Score -2010987 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2011054.500000 Penalty: 3218.438477
	Iteration 22Q: 3 clusters Score -2011054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2011082.000000 Penalty: 3218.438477
	Iteration 23Q: 3 clusters Score -2011082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2011113.375000 Penalty: 3218.438477
	Iteration 24Q: 3 clusters Score -2011113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2011133.125000 Penalty: 3218.438477
	Iteration 25Q: 3 clusters Score -2011133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2011142.000000 Penalty: 3218.438477
	Iteration 26Q: 3 clusters Score -2011142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2011156.750000 Penalty: 3218.438477
	Iteration 27Q: 3 clusters Score -2011157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2011165.375000 Penalty: 3218.438477
	Iteration 28Q: 3 clusters Score -2011165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2011178.375000 Penalty: 3218.438477
	Iteration 29Q: 3 clusters Score -2011178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2011185.000000 Penalty: 3218.438477
	Iteration 30Q: 3 clusters Score -2011185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2011190.625000 Penalty: 3218.438477
	Iteration 31Q: 3 clusters Score -2011191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2011186.500000 Penalty: 3218.438477
	Iteration 32Q: 3 clusters Score -2011186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2011189.125000 Penalty: 3218.438477
	Iteration 33Q: 3 clusters Score -2011189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2011191.250000 Penalty: 3218.438477
	Iteration 34Q: 3 clusters Score -2011191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2011190.750000 Penalty: 3218.438477
	Iteration 35Q: 3 clusters Score -2011191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2011192.500000 Penalty: 3218.438477
	Iteration 36Q: 3 clusters Score -2011192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2011194.750000 Penalty: 3218.438477
	Iteration 37Q: 3 clusters Score -2011195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2011197.125000 Penalty: 3218.438477
	Iteration 38Q: 3 clusters Score -2011197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2011194.750000 Penalty: 3218.438477
	Iteration 39Q: 3 clusters Score -2011195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2011192.125000 Penalty: 3218.438477
	Iteration 40F: 3 clusters Score -2011192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2011194.000000 Penalty: 3218.438477
	Iteration 41Q: 3 clusters Score -2011194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2011195.375000 Penalty: 3218.438477
	Iteration 42Q: 3 clusters Score -2011195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2011197.375000 Penalty: 3218.438477
	Iteration 43Q: 3 clusters Score -2011197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2011197.375000 Penalty: 3218.438477
	Iteration 44Q: 3 clusters Score -2011197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2011196.250000 Penalty: 3218.438477
	Iteration 45Q: 3 clusters Score -2011196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2011199.000000 Penalty: 3218.438477
	Iteration 46Q: 3 clusters Score -2011199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2011199.000000 Penalty: 3218.438477
	Iteration 47F: 3 clusters Score -2011199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Entering Unmasked Estep 
Score: -2139540.500000 Penalty: 1621.098999
	Iteration 0F: 2 clusters Score -2139540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2124904.000000 Penalty: 3242.197998
	Iteration 0F: 3 clusters Score -2124904 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2131090.500000 Penalty: 3242.197998
	Iteration 1F: 3 clusters Score -2131090 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2132715.250000 Penalty: 3242.197998
	Iteration 2F: 3 clusters Score -2132715 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2134192.500000 Penalty: 3242.197998
	Iteration 3F: 3 clusters Score -2134192 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2135417.250000 Penalty: 3242.197998
	Iteration 4F: 3 clusters Score -2135417 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2136354.500000 Penalty: 3242.197998
	Iteration 5F: 3 clusters Score -2136354 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2137125.250000 Penalty: 3242.197998
	Iteration 6F: 3 clusters Score -2137125 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2137785.500000 Penalty: 3242.197998
	Iteration 7Q: 3 clusters Score -2137786 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2138317.250000 Penalty: 3242.197998
	Iteration 8Q: 3 clusters Score -2138317 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2138730.000000 Penalty: 3242.197998
	Iteration 9Q: 3 clusters Score -2138730 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2139080.750000 Penalty: 3242.197998
	Iteration 10Q: 3 clusters Score -2139081 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2139394.250000 Penalty: 3242.197998
	Iteration 11Q: 3 clusters Score -2139394 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2139723.000000 Penalty: 3242.197998
	Iteration 12Q: 3 clusters Score -2139723 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2140036.000000 Penalty: 3242.197998
	Iteration 13Q: 3 clusters Score -2140036 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2140265.500000 Penalty: 3242.197998
	Iteration 14Q: 3 clusters Score -2140266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2140442.500000 Penalty: 3242.197998
	Iteration 15Q: 3 clusters Score -2140442 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2140545.500000 Penalty: 3242.197998
	Iteration 16Q: 3 clusters Score -2140546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2140591.750000 Penalty: 3242.197998
	Iteration 17Q: 3 clusters Score -2140592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2140625.000000 Penalty: 3242.197998
	Iteration 18Q: 3 clusters Score -2140625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2140642.500000 Penalty: 3242.197998
	Iteration 19Q: 3 clusters Score -2140642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2140656.000000 Penalty: 3242.197998
	Iteration 20F: 3 clusters Score -2140656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2140661.250000 Penalty: 3242.197998
	Iteration 21Q: 3 clusters Score -2140661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2140672.250000 Penalty: 3242.197998
	Iteration 22Q: 3 clusters Score -2140672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2140675.500000 Penalty: 3242.197998
	Iteration 23Q: 3 clusters Score -2140676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2140680.000000 Penalty: 3242.197998
	Iteration 24Q: 3 clusters Score -2140680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2140682.500000 Penalty: 3242.197998
	Iteration 25Q: 3 clusters Score -2140682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2140681.500000 Penalty: 3242.197998
	Iteration 26Q: 3 clusters Score -2140682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2140684.500000 Penalty: 3242.197998
	Iteration 27Q: 3 clusters Score -2140684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2140685.000000 Penalty: 3242.197998
	Iteration 28Q: 3 clusters Score -2140685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2140691.250000 Penalty: 3242.197998
	Iteration 29Q: 3 clusters Score -2140691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2140691.250000 Penalty: 3242.197998
	Iteration 30F: 3 clusters Score -2140691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 40107 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 3384 members 
Entering Unmasked Estep 
Score: -54876988.000000 Penalty: 64499.273438
Splitting cluster 16 changes total score from -54864056.000000 to -54876988.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (40107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Entering Unmasked Estep 
Score: -4021546.750000 Penalty: 1722.387207
	Iteration 0F: 2 clusters Score -4021547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3994763.250000 Penalty: 3444.774414
	Iteration 0F: 3 clusters Score -3994763 nChanged 18758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4005694.250000 Penalty: 3444.774414
	Iteration 1F: 3 clusters Score -4005694 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4006718.750000 Penalty: 3444.774414
	Iteration 2F: 3 clusters Score -4006719 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4008159.500000 Penalty: 3444.774414
	Iteration 3F: 3 clusters Score -4008160 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4009864.750000 Penalty: 3444.774414
	Iteration 4F: 3 clusters Score -4009865 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4011449.500000 Penalty: 3444.774414
	Iteration 5F: 3 clusters Score -4011450 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4012968.000000 Penalty: 3444.774414
	Iteration 6F: 3 clusters Score -4012968 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4014648.000000 Penalty: 3444.774414
	Iteration 7F: 3 clusters Score -4014648 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4016367.500000 Penalty: 3444.774414
	Iteration 8F: 3 clusters Score -4016368 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -4017877.500000 Penalty: 3444.774414
	Iteration 9F: 3 clusters Score -4017878 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4019122.250000 Penalty: 3444.774414
	Iteration 10Q: 3 clusters Score -4019122 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4020269.250000 Penalty: 3444.774414
	Iteration 11Q: 3 clusters Score -4020269 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -4021150.500000 Penalty: 3444.774414
	Iteration 12Q: 3 clusters Score -4021150 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4021834.250000 Penalty: 3444.774414
	Iteration 13Q: 3 clusters Score -4021834 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4022274.000000 Penalty: 3444.774414
	Iteration 14Q: 3 clusters Score -4022274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4022474.250000 Penalty: 3444.774414
	Iteration 15Q: 3 clusters Score -4022474 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4022597.000000 Penalty: 3444.774414
	Iteration 16Q: 3 clusters Score -4022597 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4022664.000000 Penalty: 3444.774414
	Iteration 17Q: 3 clusters Score -4022664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4022702.750000 Penalty: 3444.774414
	Iteration 18Q: 3 clusters Score -4022703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4022728.750000 Penalty: 3444.774414
	Iteration 19Q: 3 clusters Score -4022729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4022740.500000 Penalty: 3444.774414
	Iteration 20F: 3 clusters Score -4022740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -4022746.750000 Penalty: 3444.774414
	Iteration 21Q: 3 clusters Score -4022747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4022747.750000 Penalty: 3444.774414
	Iteration 22Q: 3 clusters Score -4022748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4022747.500000 Penalty: 3444.774414
	Iteration 23Q: 3 clusters Score -4022748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -4022760.250000 Penalty: 3444.774414
	Iteration 24Q: 3 clusters Score -4022760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4022753.250000 Penalty: 3444.774414
	Iteration 25Q: 3 clusters Score -4022753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4022757.750000 Penalty: 3444.774414
	Iteration 26Q: 3 clusters Score -4022758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4022752.500000 Penalty: 3444.774414
	Iteration 27Q: 3 clusters Score -4022752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4022756.250000 Penalty: 3444.774414
	Iteration 28Q: 3 clusters Score -4022756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4022757.250000 Penalty: 3444.774414
	Iteration 29Q: 3 clusters Score -4022757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4022757.500000 Penalty: 3444.774414
	Iteration 30Q: 3 clusters Score -4022758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4022761.500000 Penalty: 3444.774414
	Iteration 31Q: 3 clusters Score -4022762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4022757.500000 Penalty: 3444.774414
	Iteration 32Q: 3 clusters Score -4022758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4022755.500000 Penalty: 3444.774414
	Iteration 33Q: 3 clusters Score -4022756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4022756.750000 Penalty: 3444.774414
	Iteration 34Q: 3 clusters Score -4022757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4022758.000000 Penalty: 3444.774414
	Iteration 35Q: 3 clusters Score -4022758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4022756.750000 Penalty: 3444.774414
	Iteration 36Q: 3 clusters Score -4022757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -4022756.750000 Penalty: 3444.774414
	Iteration 37F: 3 clusters Score -4022757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 26461 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 30414 members 
Entering Unmasked Estep 
Score: -54877744.000000 Penalty: 66649.250000
Splitting cluster 17 changes total score from -54864056.000000 to -54877744.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (26461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Entering Unmasked Estep 
Score: -2646110.500000 Penalty: 1654.806885
	Iteration 0F: 2 clusters Score -2646110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2628339.500000 Penalty: 3309.613770
	Iteration 0F: 3 clusters Score -2628340 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2634998.000000 Penalty: 3309.613770
	Iteration 1F: 3 clusters Score -2634998 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2635645.500000 Penalty: 3309.613770
	Iteration 2F: 3 clusters Score -2635646 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2636451.500000 Penalty: 3309.613770
	Iteration 3F: 3 clusters Score -2636452 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2637482.250000 Penalty: 3309.613770
	Iteration 4F: 3 clusters Score -2637482 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2638682.750000 Penalty: 3309.613770
	Iteration 5F: 3 clusters Score -2638683 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2639780.250000 Penalty: 3309.613770
	Iteration 6F: 3 clusters Score -2639780 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2640768.750000 Penalty: 3309.613770
	Iteration 7F: 3 clusters Score -2640769 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2641514.250000 Penalty: 3309.613770
	Iteration 8Q: 3 clusters Score -2641514 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2642208.000000 Penalty: 3309.613770
	Iteration 9Q: 3 clusters Score -2642208 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2642855.000000 Penalty: 3309.613770
	Iteration 10Q: 3 clusters Score -2642855 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2643493.250000 Penalty: 3309.613770
	Iteration 11Q: 3 clusters Score -2643493 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2644039.750000 Penalty: 3309.613770
	Iteration 12Q: 3 clusters Score -2644040 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2644440.250000 Penalty: 3309.613770
	Iteration 13Q: 3 clusters Score -2644440 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2644696.250000 Penalty: 3309.613770
	Iteration 14Q: 3 clusters Score -2644696 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2644850.750000 Penalty: 3309.613770
	Iteration 15Q: 3 clusters Score -2644851 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2644979.750000 Penalty: 3309.613770
	Iteration 16Q: 3 clusters Score -2644980 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2645074.000000 Penalty: 3309.613770
	Iteration 17Q: 3 clusters Score -2645074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2645163.500000 Penalty: 3309.613770
	Iteration 18Q: 3 clusters Score -2645164 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2645250.750000 Penalty: 3309.613770
	Iteration 19Q: 3 clusters Score -2645251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2645380.500000 Penalty: 3309.613770
	Iteration 20F: 3 clusters Score -2645380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2645535.250000 Penalty: 3309.613770
	Iteration 21Q: 3 clusters Score -2645535 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2645694.750000 Penalty: 3309.613770
	Iteration 22Q: 3 clusters Score -2645695 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2645834.500000 Penalty: 3309.613770
	Iteration 23Q: 3 clusters Score -2645834 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2646010.750000 Penalty: 3309.613770
	Iteration 24Q: 3 clusters Score -2646011 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2646158.250000 Penalty: 3309.613770
	Iteration 25Q: 3 clusters Score -2646158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2646247.250000 Penalty: 3309.613770
	Iteration 26Q: 3 clusters Score -2646247 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2646320.750000 Penalty: 3309.613770
	Iteration 27Q: 3 clusters Score -2646321 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2646361.250000 Penalty: 3309.613770
	Iteration 28Q: 3 clusters Score -2646361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2646388.750000 Penalty: 3309.613770
	Iteration 29Q: 3 clusters Score -2646389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2646420.000000 Penalty: 3309.613770
	Iteration 30Q: 3 clusters Score -2646420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2646437.750000 Penalty: 3309.613770
	Iteration 31Q: 3 clusters Score -2646438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2646446.250000 Penalty: 3309.613770
	Iteration 32Q: 3 clusters Score -2646446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2646458.750000 Penalty: 3309.613770
	Iteration 33Q: 3 clusters Score -2646459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2646458.500000 Penalty: 3309.613770
	Iteration 34Q: 3 clusters Score -2646458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2646462.000000 Penalty: 3309.613770
	Iteration 35Q: 3 clusters Score -2646462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2646455.000000 Penalty: 3309.613770
	Iteration 36Q: 3 clusters Score -2646455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2646463.500000 Penalty: 3309.613770
	Iteration 37Q: 3 clusters Score -2646464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2646464.250000 Penalty: 3309.613770
	Iteration 38Q: 3 clusters Score -2646464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2646459.250000 Penalty: 3309.613770
	Iteration 39Q: 3 clusters Score -2646459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2646459.000000 Penalty: 3309.613770
	Iteration 40F: 3 clusters Score -2646459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2646461.500000 Penalty: 3309.613770
	Iteration 41Q: 3 clusters Score -2646462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2646462.250000 Penalty: 3309.613770
	Iteration 42Q: 3 clusters Score -2646462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2646463.250000 Penalty: 3309.613770
	Iteration 43Q: 3 clusters Score -2646463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2646469.500000 Penalty: 3309.613770
	Iteration 44Q: 3 clusters Score -2646470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2646468.000000 Penalty: 3309.613770
	Iteration 45Q: 3 clusters Score -2646468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2646470.000000 Penalty: 3309.613770
	Iteration 46Q: 3 clusters Score -2646470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2646471.500000 Penalty: 3309.613770
	Iteration 47Q: 3 clusters Score -2646472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2646476.250000 Penalty: 3309.613770
	Iteration 48Q: 3 clusters Score -2646476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2646474.250000 Penalty: 3309.613770
	Iteration 49Q: 3 clusters Score -2646474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2646476.500000 Penalty: 3309.613770
	Iteration 50Q: 3 clusters Score -2646476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2646476.500000 Penalty: 3309.613770
	Iteration 51F: 3 clusters Score -2646476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 23596 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 30414 members 
Mstep: Class 32 contains 2865 members 
Entering Unmasked Estep 
Score: -54877748.000000 Penalty: 68799.226562
Splitting cluster 18 changes total score from -54864056.000000 to -54877748.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -778045.250000 Penalty: 1460.480347
	Iteration 0F: 2 clusters Score -778045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -772127.312500 Penalty: 2920.960693
	Iteration 0F: 3 clusters Score -772127.3 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -774310.937500 Penalty: 2920.960693
	Iteration 1F: 3 clusters Score -774310.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -775089.625000 Penalty: 2920.960693
	Iteration 2F: 3 clusters Score -775089.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -776047.000000 Penalty: 2920.960693
	Iteration 3F: 3 clusters Score -776047 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -777042.750000 Penalty: 2920.960693
	Iteration 4F: 3 clusters Score -777042.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -777722.812500 Penalty: 2920.960693
	Iteration 5F: 3 clusters Score -777722.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -778070.625000 Penalty: 2920.960693
	Iteration 6Q: 3 clusters Score -778070.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -778270.812500 Penalty: 2920.960693
	Iteration 7Q: 3 clusters Score -778270.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -778418.562500 Penalty: 2920.960693
	Iteration 8Q: 3 clusters Score -778418.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -778518.375000 Penalty: 2920.960693
	Iteration 9Q: 3 clusters Score -778518.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -778584.875000 Penalty: 2920.960693
	Iteration 10Q: 3 clusters Score -778584.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -778645.187500 Penalty: 2920.960693
	Iteration 11Q: 3 clusters Score -778645.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -778680.750000 Penalty: 2920.960693
	Iteration 12Q: 3 clusters Score -778680.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -778712.375000 Penalty: 2920.960693
	Iteration 13Q: 3 clusters Score -778712.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -778742.437500 Penalty: 2920.960693
	Iteration 14Q: 3 clusters Score -778742.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -778765.937500 Penalty: 2920.960693
	Iteration 15Q: 3 clusters Score -778765.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -778783.312500 Penalty: 2920.960693
	Iteration 16Q: 3 clusters Score -778783.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -778803.000000 Penalty: 2920.960693
	Iteration 17Q: 3 clusters Score -778803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -778826.937500 Penalty: 2920.960693
	Iteration 18Q: 3 clusters Score -778826.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -778838.750000 Penalty: 2920.960693
	Iteration 19Q: 3 clusters Score -778838.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -778855.687500 Penalty: 2920.960693
	Iteration 20F: 3 clusters Score -778855.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -778874.250000 Penalty: 2920.960693
	Iteration 21Q: 3 clusters Score -778874.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -778899.750000 Penalty: 2920.960693
	Iteration 22Q: 3 clusters Score -778899.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -778927.625000 Penalty: 2920.960693
	Iteration 23Q: 3 clusters Score -778927.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -778955.375000 Penalty: 2920.960693
	Iteration 24Q: 3 clusters Score -778955.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -778988.750000 Penalty: 2920.960693
	Iteration 25Q: 3 clusters Score -778988.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -779032.500000 Penalty: 2920.960693
	Iteration 26Q: 3 clusters Score -779032.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -779087.875000 Penalty: 2920.960693
	Iteration 27Q: 3 clusters Score -779087.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -779153.375000 Penalty: 2920.960693
	Iteration 28Q: 3 clusters Score -779153.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -779239.312500 Penalty: 2920.960693
	Iteration 29Q: 3 clusters Score -779239.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -779345.250000 Penalty: 2920.960693
	Iteration 30Q: 3 clusters Score -779345.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -779450.875000 Penalty: 2920.960693
	Iteration 31Q: 3 clusters Score -779450.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -779549.875000 Penalty: 2920.960693
	Iteration 32Q: 3 clusters Score -779549.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -779626.937500 Penalty: 2920.960693
	Iteration 33Q: 3 clusters Score -779626.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -779671.875000 Penalty: 2920.960693
	Iteration 34Q: 3 clusters Score -779671.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -779696.375000 Penalty: 2920.960693
	Iteration 35Q: 3 clusters Score -779696.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -779704.687500 Penalty: 2920.960693
	Iteration 36Q: 3 clusters Score -779704.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -779712.187500 Penalty: 2920.960693
	Iteration 37Q: 3 clusters Score -779712.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -779723.750000 Penalty: 2920.960693
	Iteration 38Q: 3 clusters Score -779723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -779726.312500 Penalty: 2920.960693
	Iteration 39Q: 3 clusters Score -779726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -779736.750000 Penalty: 2920.960693
	Iteration 40F: 3 clusters Score -779736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -779742.250000 Penalty: 2920.960693
	Iteration 41Q: 3 clusters Score -779742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -779744.625000 Penalty: 2920.960693
	Iteration 42Q: 3 clusters Score -779744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -779746.125000 Penalty: 2920.960693
	Iteration 43Q: 3 clusters Score -779746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -779745.750000 Penalty: 2920.960693
	Iteration 44Q: 3 clusters Score -779745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -779747.375000 Penalty: 2920.960693
	Iteration 45Q: 3 clusters Score -779747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -779746.437500 Penalty: 2920.960693
	Iteration 46Q: 3 clusters Score -779746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -779745.437500 Penalty: 2920.960693
	Iteration 47Q: 3 clusters Score -779745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -779747.937500 Penalty: 2920.960693
	Iteration 48Q: 3 clusters Score -779747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -779747.937500 Penalty: 2920.960693
	Iteration 49F: 3 clusters Score -779747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 23596 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 157519 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 30414 members 
Mstep: Class 32 contains 2865 members 
Mstep: Class 33 contains 5602 members 
Entering Unmasked Estep 
Score: -54878908.000000 Penalty: 70949.203125
Splitting cluster 20 changes total score from -54864056.000000 to -54878908.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (157519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157519 members 
Entering Unmasked Estep 
Score: -16012273.000000 Penalty: 1944.686523
	Iteration 0F: 2 clusters Score -1.601227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -15910859.000000 Penalty: 3889.373047
	Iteration 0F: 3 clusters Score -1.591086e+07 nChanged 76331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -15956426.000000 Penalty: 3889.373047
	Iteration 1F: 3 clusters Score -1.595643e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -15959063.000000 Penalty: 3889.373047
	Iteration 2Q: 3 clusters Score -1.595906e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 88472 members 
Entering Unmasked Estep 
Score: -15963520.000000 Penalty: 3889.373047
	Iteration 3F: 3 clusters Score -1.596352e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -15970891.000000 Penalty: 3889.373047
	Iteration 4F: 3 clusters Score -1.597089e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -15981380.000000 Penalty: 3889.373047
	Iteration 5F: 3 clusters Score -1.598138e+07 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -15994821.000000 Penalty: 3889.373047
	Iteration 6F: 3 clusters Score -1.599482e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -16007986.000000 Penalty: 3889.373047
	Iteration 7F: 3 clusters Score -1.600799e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -16016047.000000 Penalty: 3889.373047
	Iteration 8F: 3 clusters Score -1.601605e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -16018826.000000 Penalty: 3889.373047
	Iteration 9Q: 3 clusters Score -1.601883e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -16019846.000000 Penalty: 3889.373047
	Iteration 10Q: 3 clusters Score -1.601985e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -16020248.000000 Penalty: 3889.373047
	Iteration 11Q: 3 clusters Score -1.602025e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -16020369.000000 Penalty: 3889.373047
	Iteration 12Q: 3 clusters Score -1.602037e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -16020481.000000 Penalty: 3889.373047
	Iteration 13Q: 3 clusters Score -1.602048e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -16020598.000000 Penalty: 3889.373047
	Iteration 14Q: 3 clusters Score -1.60206e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -16020635.000000 Penalty: 3889.373047
	Iteration 15Q: 3 clusters Score -1.602064e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -16020685.000000 Penalty: 3889.373047
	Iteration 16Q: 3 clusters Score -1.602068e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -16020739.000000 Penalty: 3889.373047
	Iteration 17Q: 3 clusters Score -1.602074e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -16020727.000000 Penalty: 3889.373047
	Iteration 18Q: 3 clusters Score -1.602073e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -16020741.000000 Penalty: 3889.373047
	Iteration 19Q: 3 clusters Score -1.602074e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -16020777.000000 Penalty: 3889.373047
	Iteration 20F: 3 clusters Score -1.602078e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -16020786.000000 Penalty: 3889.373047
	Iteration 21Q: 3 clusters Score -1.602079e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -16020757.000000 Penalty: 3889.373047
	Iteration 22Q: 3 clusters Score -1.602076e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 102782 members 
Entering Unmasked Estep 
Score: -16020781.000000 Penalty: 3889.373047
	Iteration 23Q: 3 clusters Score -1.602078e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -16020783.000000 Penalty: 3889.373047
	Iteration 24Q: 3 clusters Score -1.602078e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -16020766.000000 Penalty: 3889.373047
	Iteration 25Q: 3 clusters Score -1.602077e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 102591 members 
Entering Unmasked Estep 
Score: -16020759.000000 Penalty: 3889.373047
	Iteration 26Q: 3 clusters Score -1.602076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
Score: -16020749.000000 Penalty: 3889.373047
	Iteration 27Q: 3 clusters Score -1.602075e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -16020712.000000 Penalty: 3889.373047
	Iteration 28Q: 3 clusters Score -1.602071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -16020711.000000 Penalty: 3889.373047
	Iteration 29Q: 3 clusters Score -1.602071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 102462 members 
Entering Unmasked Estep 
Score: -16020711.000000 Penalty: 3889.373047
	Iteration 30Q: 3 clusters Score -1.602071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -16020731.000000 Penalty: 3889.373047
	Iteration 31Q: 3 clusters Score -1.602073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -16020728.000000 Penalty: 3889.373047
	Iteration 32Q: 3 clusters Score -1.602073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -16020736.000000 Penalty: 3889.373047
	Iteration 33Q: 3 clusters Score -1.602074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -16020709.000000 Penalty: 3889.373047
	Iteration 34Q: 3 clusters Score -1.602071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
Score: -16020717.000000 Penalty: 3889.373047
	Iteration 35Q: 3 clusters Score -1.602072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -16020701.000000 Penalty: 3889.373047
	Iteration 36Q: 3 clusters Score -1.60207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -16020712.000000 Penalty: 3889.373047
	Iteration 37Q: 3 clusters Score -1.602071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -16020710.000000 Penalty: 3889.373047
	Iteration 38Q: 3 clusters Score -1.602071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -16020717.000000 Penalty: 3889.373047
	Iteration 39Q: 3 clusters Score -1.602072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -16020719.000000 Penalty: 3889.373047
	Iteration 40F: 3 clusters Score -1.602072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 102291 members 
Entering Unmasked Estep 
Score: -16020714.000000 Penalty: 3889.373047
	Iteration 41Q: 3 clusters Score -1.602071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -16020707.000000 Penalty: 3889.373047
	Iteration 42Q: 3 clusters Score -1.602071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -16020708.000000 Penalty: 3889.373047
	Iteration 43Q: 3 clusters Score -1.602071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -16020708.000000 Penalty: 3889.373047
	Iteration 44F: 3 clusters Score -1.602071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 23596 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 55239 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 30414 members 
Mstep: Class 32 contains 2865 members 
Mstep: Class 33 contains 5602 members 
Mstep: Class 34 contains 102280 members 
Entering Unmasked Estep 
Score: -54887340.000000 Penalty: 73099.179688
Splitting cluster 21 changes total score from -54864056.000000 to -54887340.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (9190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Entering Unmasked Estep 
Score: -930126.750000 Penalty: 1482.954102
	Iteration 0F: 2 clusters Score -930126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -923527.687500 Penalty: 2965.908203
	Iteration 0F: 3 clusters Score -923527.7 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -926077.562500 Penalty: 2965.908203
	Iteration 1F: 3 clusters Score -926077.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -927486.875000 Penalty: 2965.908203
	Iteration 2F: 3 clusters Score -927486.9 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -930878.687500 Penalty: 2965.908203
	Iteration 3F: 3 clusters Score -930878.7 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -934284.937500 Penalty: 2965.908203
	Iteration 4F: 3 clusters Score -934284.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -935893.687500 Penalty: 2965.908203
	Iteration 5F: 3 clusters Score -935893.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -936610.750000 Penalty: 2965.908203
	Iteration 6Q: 3 clusters Score -936610.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -937088.500000 Penalty: 2965.908203
	Iteration 7Q: 3 clusters Score -937088.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -937284.625000 Penalty: 2965.908203
	Iteration 8Q: 3 clusters Score -937284.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -937350.375000 Penalty: 2965.908203
	Iteration 9Q: 3 clusters Score -937350.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -937375.250000 Penalty: 2965.908203
	Iteration 10Q: 3 clusters Score -937375.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -937387.125000 Penalty: 2965.908203
	Iteration 11Q: 3 clusters Score -937387.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -937396.187500 Penalty: 2965.908203
	Iteration 12Q: 3 clusters Score -937396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -937399.375000 Penalty: 2965.908203
	Iteration 13Q: 3 clusters Score -937399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -937402.812500 Penalty: 2965.908203
	Iteration 14Q: 3 clusters Score -937402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -937406.875000 Penalty: 2965.908203
	Iteration 15Q: 3 clusters Score -937406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -937409.937500 Penalty: 2965.908203
	Iteration 16Q: 3 clusters Score -937409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -937413.750000 Penalty: 2965.908203
	Iteration 17Q: 3 clusters Score -937413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -937414.687500 Penalty: 2965.908203
	Iteration 18Q: 3 clusters Score -937414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -937414.687500 Penalty: 2965.908203
	Iteration 19Q: 3 clusters Score -937414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -937422.750000 Penalty: 2965.908203
	Iteration 20F: 3 clusters Score -937422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -937428.625000 Penalty: 2965.908203
	Iteration 21Q: 3 clusters Score -937428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -937431.812500 Penalty: 2965.908203
	Iteration 22Q: 3 clusters Score -937431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -937431.875000 Penalty: 2965.908203
	Iteration 23Q: 3 clusters Score -937431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -937431.125000 Penalty: 2965.908203
	Iteration 24Q: 3 clusters Score -937431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -937432.937500 Penalty: 2965.908203
	Iteration 25Q: 3 clusters Score -937432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -937432.937500 Penalty: 2965.908203
	Iteration 26F: 3 clusters Score -937432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 23596 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 55239 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 64232 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 5432 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 30414 members 
Mstep: Class 32 contains 2865 members 
Mstep: Class 33 contains 5602 members 
Mstep: Class 34 contains 102280 members 
Mstep: Class 35 contains 6857 members 
Entering Unmasked Estep 
Score: -54893768.000000 Penalty: 75249.156250
Splitting cluster 22 changes total score from -54864056.000000 to -54893768.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (64232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Entering Unmasked Estep 
Score: -6658127.500000 Penalty: 1798.916748
	Iteration 0F: 2 clusters Score -6658128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6615225.000000 Penalty: 3597.833496
	Iteration 0F: 3 clusters Score -6615225 nChanged 30390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -6632677.500000 Penalty: 3597.833496
	Iteration 1F: 3 clusters Score -6632678 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -6633358.000000 Penalty: 3597.833496
	Iteration 2Q: 3 clusters Score -6633358 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -6634021.500000 Penalty: 3597.833496
	Iteration 3Q: 3 clusters Score -6634022 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -6634911.500000 Penalty: 3597.833496
	Iteration 4Q: 3 clusters Score -6634912 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6635945.000000 Penalty: 3597.833496
	Iteration 5Q: 3 clusters Score -6635945 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6637177.500000 Penalty: 3597.833496
	Iteration 6Q: 3 clusters Score -6637178 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -6638632.500000 Penalty: 3597.833496
	Iteration 7Q: 3 clusters Score -6638632 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -6640337.500000 Penalty: 3597.833496
	Iteration 8F: 3 clusters Score -6640338 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6642371.000000 Penalty: 3597.833496
	Iteration 9F: 3 clusters Score -6642371 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -6644390.000000 Penalty: 3597.833496
	Iteration 10F: 3 clusters Score -6644390 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -6645984.500000 Penalty: 3597.833496
	Iteration 11Q: 3 clusters Score -6645984 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -6647104.000000 Penalty: 3597.833496
	Iteration 12Q: 3 clusters Score -6647104 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -6647875.000000 Penalty: 3597.833496
	Iteration 13Q: 3 clusters Score -6647875 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6648498.000000 Penalty: 3597.833496
	Iteration 14Q: 3 clusters Score -6648498 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -6649060.500000 Penalty: 3597.833496
	Iteration 15Q: 3 clusters Score -6649060 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -6649766.500000 Penalty: 3597.833496
	Iteration 16Q: 3 clusters Score -6649766 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -6650375.500000 Penalty: 3597.833496
	Iteration 17Q: 3 clusters Score -6650376 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -6650988.500000 Penalty: 3597.833496
	Iteration 18Q: 3 clusters Score -6650988 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -6651544.500000 Penalty: 3597.833496
	Iteration 19Q: 3 clusters Score -6651544 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -6651989.500000 Penalty: 3597.833496
	Iteration 20F: 3 clusters Score -6651990 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -6652313.000000 Penalty: 3597.833496
	Iteration 21Q: 3 clusters Score -6652313 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -6652547.000000 Penalty: 3597.833496
	Iteration 22Q: 3 clusters Score -6652547 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -6652736.500000 Penalty: 3597.833496
	Iteration 23Q: 3 clusters Score -6652736 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -6652843.000000 Penalty: 3597.833496
	Iteration 24Q: 3 clusters Score -6652843 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -6652953.500000 Penalty: 3597.833496
	Iteration 25Q: 3 clusters Score -6652954 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -6653010.500000 Penalty: 3597.833496
	Iteration 26Q: 3 clusters Score -6653010 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -6653087.500000 Penalty: 3597.833496
	Iteration 27Q: 3 clusters Score -6653088 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -6653140.000000 Penalty: 3597.833496
	Iteration 28Q: 3 clusters Score -6653140 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -6653213.500000 Penalty: 3597.833496
	Iteration 29Q: 3 clusters Score -6653214 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -6653309.500000 Penalty: 3597.833496
	Iteration 30Q: 3 clusters Score -6653310 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -6653350.000000 Penalty: 3597.833496
	Iteration 31Q: 3 clusters Score -6653350 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -6653381.000000 Penalty: 3597.833496
	Iteration 32Q: 3 clusters Score -6653381 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -6653431.500000 Penalty: 3597.833496
	Iteration 33Q: 3 clusters Score -6653432 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -6653435.000000 Penalty: 3597.833496
	Iteration 34Q: 3 clusters Score -6653435 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -6653452.000000 Penalty: 3597.833496
	Iteration 35Q: 3 clusters Score -6653452 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6653484.500000 Penalty: 3597.833496
	Iteration 36Q: 3 clusters Score -6653484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -6653529.500000 Penalty: 3597.833496
	Iteration 37Q: 3 clusters Score -6653530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -6653544.500000 Penalty: 3597.833496
	Iteration 38Q: 3 clusters Score -6653544 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6653567.500000 Penalty: 3597.833496
	Iteration 39Q: 3 clusters Score -6653568 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6653593.000000 Penalty: 3597.833496
	Iteration 40F: 3 clusters Score -6653593 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -6653622.000000 Penalty: 3597.833496
	Iteration 41Q: 3 clusters Score -6653622 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -6653649.000000 Penalty: 3597.833496
	Iteration 42Q: 3 clusters Score -6653649 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -6653688.000000 Penalty: 3597.833496
	Iteration 43Q: 3 clusters Score -6653688 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -6653734.500000 Penalty: 3597.833496
	Iteration 44Q: 3 clusters Score -6653734 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -6653759.500000 Penalty: 3597.833496
	Iteration 45Q: 3 clusters Score -6653760 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -6653828.500000 Penalty: 3597.833496
	Iteration 46Q: 3 clusters Score -6653828 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6653874.500000 Penalty: 3597.833496
	Iteration 47Q: 3 clusters Score -6653874 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6653933.000000 Penalty: 3597.833496
	Iteration 48Q: 3 clusters Score -6653933 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -6653943.000000 Penalty: 3597.833496
	Iteration 49Q: 3 clusters Score -6653943 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -6654029.500000 Penalty: 3597.833496
	Iteration 50Q: 3 clusters Score -6654030 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -6654077.000000 Penalty: 3597.833496
	Iteration 51Q: 3 clusters Score -6654077 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -6654103.500000 Penalty: 3597.833496
	Iteration 52Q: 3 clusters Score -6654104 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6654185.500000 Penalty: 3597.833496
	Iteration 53Q: 3 clusters Score -6654186 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6654226.500000 Penalty: 3597.833496
	Iteration 54Q: 3 clusters Score -6654226 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -6654317.000000 Penalty: 3597.833496
	Iteration 55Q: 3 clusters Score -6654317 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -6654391.500000 Penalty: 3597.833496
	Iteration 56Q: 3 clusters Score -6654392 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -6654438.000000 Penalty: 3597.833496
	Iteration 57Q: 3 clusters Score -6654438 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -6654523.500000 Penalty: 3597.833496
	Iteration 58Q: 3 clusters Score -6654524 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -6654614.500000 Penalty: 3597.833496
	Iteration 59Q: 3 clusters Score -6654614 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -6654698.000000 Penalty: 3597.833496
	Iteration 60F: 3 clusters Score -6654698 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -6654800.000000 Penalty: 3597.833496
	Iteration 61Q: 3 clusters Score -6654800 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -6654911.000000 Penalty: 3597.833496
	Iteration 62Q: 3 clusters Score -6654911 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6655006.000000 Penalty: 3597.833496
	Iteration 63Q: 3 clusters Score -6655006 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6655096.500000 Penalty: 3597.833496
	Iteration 64Q: 3 clusters Score -6655096 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -6655185.500000 Penalty: 3597.833496
	Iteration 65Q: 3 clusters Score -6655186 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6655278.500000 Penalty: 3597.833496
	Iteration 66Q: 3 clusters Score -6655278 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6655347.000000 Penalty: 3597.833496
	Iteration 67Q: 3 clusters Score -6655347 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -6655392.500000 Penalty: 3597.833496
	Iteration 68Q: 3 clusters Score -6655392 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -6655436.500000 Penalty: 3597.833496
	Iteration 69Q: 3 clusters Score -6655436 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -6655474.500000 Penalty: 3597.833496
	Iteration 70Q: 3 clusters Score -6655474 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -6655516.500000 Penalty: 3597.833496
	Iteration 71Q: 3 clusters Score -6655516 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -6655539.000000 Penalty: 3597.833496
	Iteration 72Q: 3 clusters Score -6655539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -6655574.500000 Penalty: 3597.833496
	Iteration 73Q: 3 clusters Score -6655574 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -6655585.000000 Penalty: 3597.833496
	Iteration 74Q: 3 clusters Score -6655585 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -6655629.000000 Penalty: 3597.833496
	Iteration 75Q: 3 clusters Score -6655629 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -6655664.000000 Penalty: 3597.833496
	Iteration 76Q: 3 clusters Score -6655664 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -6655687.500000 Penalty: 3597.833496
	Iteration 77Q: 3 clusters Score -6655688 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -6655734.500000 Penalty: 3597.833496
	Iteration 78Q: 3 clusters Score -6655734 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -6655731.500000 Penalty: 3597.833496
	Iteration 79Q: 3 clusters Score -6655732 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -6655761.500000 Penalty: 3597.833496
	Iteration 80F: 3 clusters Score -6655762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -6655780.000000 Penalty: 3597.833496
	Iteration 81Q: 3 clusters Score -6655780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -6655792.500000 Penalty: 3597.833496
	Iteration 82Q: 3 clusters Score -6655792 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6655800.000000 Penalty: 3597.833496
	Iteration 83Q: 3 clusters Score -6655800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -6655793.000000 Penalty: 3597.833496
	Iteration 84Q: 3 clusters Score -6655793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -6655812.500000 Penalty: 3597.833496
	Iteration 85Q: 3 clusters Score -6655812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -6655806.000000 Penalty: 3597.833496
	Iteration 86Q: 3 clusters Score -6655806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -6655812.500000 Penalty: 3597.833496
	Iteration 87Q: 3 clusters Score -6655812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -6655813.000000 Penalty: 3597.833496
	Iteration 88Q: 3 clusters Score -6655813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -6655817.000000 Penalty: 3597.833496
	Iteration 89Q: 3 clusters Score -6655817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -6655833.000000 Penalty: 3597.833496
	Iteration 90Q: 3 clusters Score -6655833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -6655821.000000 Penalty: 3597.833496
	Iteration 91Q: 3 clusters Score -6655821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6655816.500000 Penalty: 3597.833496
	Iteration 92Q: 3 clusters Score -6655816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -6655817.500000 Penalty: 3597.833496
	Iteration 93Q: 3 clusters Score -6655818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -6655820.000000 Penalty: 3597.833496
	Iteration 94Q: 3 clusters Score -6655820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -6655833.500000 Penalty: 3597.833496
	Iteration 95Q: 3 clusters Score -6655834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -6655834.000000 Penalty: 3597.833496
	Iteration 96Q: 3 clusters Score -6655834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -6655832.000000 Penalty: 3597.833496
	Iteration 97Q: 3 clusters Score -6655832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -6655828.000000 Penalty: 3597.833496
	Iteration 98Q: 3 clusters Score -6655828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6655833.000000 Penalty: 3597.833496
	Iteration 99Q: 3 clusters Score -6655833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6655838.500000 Penalty: 3597.833496
	Iteration 100F: 3 clusters Score -6655838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -6655841.500000 Penalty: 3597.833496
	Iteration 101Q: 3 clusters Score -6655842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -6655848.000000 Penalty: 3597.833496
	Iteration 102Q: 3 clusters Score -6655848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6655847.000000 Penalty: 3597.833496
	Iteration 103Q: 3 clusters Score -6655847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -6655838.000000 Penalty: 3597.833496
	Iteration 104Q: 3 clusters Score -6655838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -6655847.500000 Penalty: 3597.833496
	Iteration 105Q: 3 clusters Score -6655848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6655844.500000 Penalty: 3597.833496
	Iteration 106Q: 3 clusters Score -6655844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -6655833.500000 Penalty: 3597.833496
	Iteration 107Q: 3 clusters Score -6655834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -6655845.000000 Penalty: 3597.833496
	Iteration 108Q: 3 clusters Score -6655845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -6655849.000000 Penalty: 3597.833496
	Iteration 109Q: 3 clusters Score -6655849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -6655858.500000 Penalty: 3597.833496
	Iteration 110Q: 3 clusters Score -6655858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -6655853.000000 Penalty: 3597.833496
	Iteration 111Q: 3 clusters Score -6655853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6655856.000000 Penalty: 3597.833496
	Iteration 112Q: 3 clusters Score -6655856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -6655868.000000 Penalty: 3597.833496
	Iteration 113Q: 3 clusters Score -6655868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -6655866.000000 Penalty: 3597.833496
	Iteration 114Q: 3 clusters Score -6655866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -6655870.500000 Penalty: 3597.833496
	Iteration 115Q: 3 clusters Score -6655870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -6655882.000000 Penalty: 3597.833496
	Iteration 116Q: 3 clusters Score -6655882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -6655880.000000 Penalty: 3597.833496
	Iteration 117Q: 3 clusters Score -6655880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -6655885.000000 Penalty: 3597.833496
	Iteration 118Q: 3 clusters Score -6655885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6655890.000000 Penalty: 3597.833496
	Iteration 119Q: 3 clusters Score -6655890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6655889.000000 Penalty: 3597.833496
	Iteration 120F: 3 clusters Score -6655889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -6655878.500000 Penalty: 3597.833496
	Iteration 121Q: 3 clusters Score -6655878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -6655884.500000 Penalty: 3597.833496
	Iteration 122Q: 3 clusters Score -6655884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -6655900.500000 Penalty: 3597.833496
	Iteration 123Q: 3 clusters Score -6655900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -6655901.500000 Penalty: 3597.833496
	Iteration 124Q: 3 clusters Score -6655902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -6655907.000000 Penalty: 3597.833496
	Iteration 125Q: 3 clusters Score -6655907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -6655903.500000 Penalty: 3597.833496
	Iteration 126Q: 3 clusters Score -6655904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -6655914.000000 Penalty: 3597.833496
	Iteration 127Q: 3 clusters Score -6655914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -6655913.500000 Penalty: 3597.833496
	Iteration 128Q: 3 clusters Score -6655914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -6655909.500000 Penalty: 3597.833496
	Iteration 129Q: 3 clusters Score -6655910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6655913.000000 Penalty: 3597.833496
	Iteration 130Q: 3 clusters Score -6655913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -6655912.500000 Penalty: 3597.833496
	Iteration 131Q: 3 clusters Score -6655912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6655917.500000 Penalty: 3597.833496
	Iteration 132Q: 3 clusters Score -6655918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -6655905.000000 Penalty: 3597.833496
	Iteration 133Q: 3 clusters Score -6655905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -6655904.500000 Penalty: 3597.833496
	Iteration 134Q: 3 clusters Score -6655904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -6655897.500000 Penalty: 3597.833496
	Iteration 135Q: 3 clusters Score -6655898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -6655906.000000 Penalty: 3597.833496
	Iteration 136Q: 3 clusters Score -6655906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -6655906.500000 Penalty: 3597.833496
	Iteration 137Q: 3 clusters Score -6655906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -6655908.000000 Penalty: 3597.833496
	Iteration 138Q: 3 clusters Score -6655908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -6655908.500000 Penalty: 3597.833496
	Iteration 139Q: 3 clusters Score -6655908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -6655911.000000 Penalty: 3597.833496
	Iteration 140F: 3 clusters Score -6655911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6655909.500000 Penalty: 3597.833496
	Iteration 141Q: 3 clusters Score -6655910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6655901.500000 Penalty: 3597.833496
	Iteration 142Q: 3 clusters Score -6655902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6655901.500000 Penalty: 3597.833496
	Iteration 143F: 3 clusters Score -6655902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 6744 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 22896 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 18120 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 23596 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 55239 members 
Mstep: Class 22 contains 2333 members 
Mstep: Class 23 contains 64232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54903568.000000 Penalty: 75249.156250
Iteration 39Q: 36 clusters Score -5.490357e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 25363 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 2882 members 
Mstep: Class 6 contains 23040 members 
Mstep: Class 7 contains 16650 members 
Mstep: Class 8 contains 2259 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 659 members 
Mstep: Class 12 contains 5513 members 
Mstep: Class 13 contains 6977 members 
Mstep: Class 14 contains 75712 members 
Mstep: Class 15 contains 20179 members 
Mstep: Class 16 contains 17998 members 
Mstep: Class 17 contains 9956 members 
Mstep: Class 18 contains 23152 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 55332 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 65297 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 5203 members 
Mstep: Class 26 contains 1895 members 
Mstep: Class 27 contains 6764 members 
Mstep: Class 28 contains 4511 members 
Mstep: Class 29 contains 10135 members 
Mstep: Class 30 contains 3328 members 
Mstep: Class 31 contains 29336 members 
Mstep: Class 32 contains 2759 members 
Mstep: Class 33 contains 5433 members 
Mstep: Class 34 contains 100380 members 
Mstep: Class 35 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54913548.000000 Penalty: 75249.156250
Iteration 40F: 36 clusters Score -5.491355e+07 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 25122 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 23002 members 
Mstep: Class 7 contains 16295 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 6936 members 
Mstep: Class 14 contains 75770 members 
Mstep: Class 15 contains 20196 members 
Mstep: Class 16 contains 17744 members 
Mstep: Class 17 contains 9934 members 
Mstep: Class 18 contains 22454 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 55562 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 63527 members 
Mstep: Class 24 contains 2088 members 
Mstep: Class 25 contains 5178 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 6990 members 
Mstep: Class 28 contains 4507 members 
Mstep: Class 29 contains 10215 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 29634 members 
Mstep: Class 32 contains 3026 members 
Mstep: Class 33 contains 5492 members 
Mstep: Class 34 contains 101864 members 
Mstep: Class 35 contains 6876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54916204.000000 Penalty: 75249.156250
Iteration 41Q: 36 clusters Score -5.49162e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5534 members 
Mstep: Class 3 contains 25053 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 22997 members 
Mstep: Class 7 contains 16063 members 
Mstep: Class 8 contains 2358 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 616 members 
Mstep: Class 12 contains 5320 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 75845 members 
Mstep: Class 15 contains 20246 members 
Mstep: Class 16 contains 17558 members 
Mstep: Class 17 contains 10019 members 
Mstep: Class 18 contains 21982 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 55913 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 62187 members 
Mstep: Class 24 contains 2195 members 
Mstep: Class 25 contains 5189 members 
Mstep: Class 26 contains 1851 members 
Mstep: Class 27 contains 7119 members 
Mstep: Class 28 contains 4515 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 29706 members 
Mstep: Class 32 contains 3210 members 
Mstep: Class 33 contains 5509 members 
Mstep: Class 34 contains 102746 members 
Mstep: Class 35 contains 6997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54917860.000000 Penalty: 75249.156250
Iteration 42Q: 36 clusters Score -5.491786e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 25043 members 
Mstep: Class 4 contains 7638 members 
Mstep: Class 5 contains 2690 members 
Mstep: Class 6 contains 22985 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 5283 members 
Mstep: Class 13 contains 7015 members 
Mstep: Class 14 contains 75896 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 17404 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 21596 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 56246 members 
Mstep: Class 22 contains 2277 members 
Mstep: Class 23 contains 61055 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 5219 members 
Mstep: Class 26 contains 1828 members 
Mstep: Class 27 contains 7197 members 
Mstep: Class 28 contains 4519 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 3645 members 
Mstep: Class 31 contains 29764 members 
Mstep: Class 32 contains 3397 members 
Mstep: Class 33 contains 5525 members 
Mstep: Class 34 contains 103462 members 
Mstep: Class 35 contains 7052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54918924.000000 Penalty: 75249.156250
Iteration 43Q: 36 clusters Score -5.491892e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 25056 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 2646 members 
Mstep: Class 6 contains 22964 members 
Mstep: Class 7 contains 15627 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 75945 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 17274 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 21317 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 56552 members 
Mstep: Class 22 contains 2269 members 
Mstep: Class 23 contains 59882 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 5239 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10043 members 
Mstep: Class 30 contains 3718 members 
Mstep: Class 31 contains 29784 members 
Mstep: Class 32 contains 3590 members 
Mstep: Class 33 contains 5528 members 
Mstep: Class 34 contains 104237 members 
Mstep: Class 35 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54919468.000000 Penalty: 75249.156250
Iteration 44Q: 36 clusters Score -5.491947e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 25107 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 22923 members 
Mstep: Class 7 contains 15426 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 75984 members 
Mstep: Class 15 contains 20437 members 
Mstep: Class 16 contains 17199 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 21067 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 56834 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 58735 members 
Mstep: Class 24 contains 2455 members 
Mstep: Class 25 contains 5259 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 7283 members 
Mstep: Class 28 contains 4532 members 
Mstep: Class 29 contains 9989 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 29813 members 
Mstep: Class 32 contains 3787 members 
Mstep: Class 33 contains 5544 members 
Mstep: Class 34 contains 105023 members 
Mstep: Class 35 contains 7092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54919824.000000 Penalty: 75249.156250
Iteration 45Q: 36 clusters Score -5.491982e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5810 members 
Mstep: Class 3 contains 25127 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 22899 members 
Mstep: Class 7 contains 15246 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 7172 members 
Mstep: Class 14 contains 76021 members 
Mstep: Class 15 contains 20493 members 
Mstep: Class 16 contains 17109 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 20842 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 57133 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 57595 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 5300 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 4540 members 
Mstep: Class 29 contains 9940 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 29835 members 
Mstep: Class 32 contains 3950 members 
Mstep: Class 33 contains 5556 members 
Mstep: Class 34 contains 105802 members 
Mstep: Class 35 contains 7074 members 
Entering Unmasked Estep 
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Iteration 46Q: 36 clusters Score -5.492032e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5831 members 
Mstep: Class 3 contains 25159 members 
Mstep: Class 4 contains 7621 members 
Mstep: Class 5 contains 2530 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 567 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 76054 members 
Mstep: Class 15 contains 20549 members 
Mstep: Class 16 contains 17037 members 
Mstep: Class 17 contains 10453 members 
Mstep: Class 18 contains 20636 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 57397 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 56499 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 5355 members 
Mstep: Class 26 contains 1801 members 
Mstep: Class 27 contains 7353 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 9902 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 29850 members 
Mstep: Class 32 contains 4076 members 
Mstep: Class 33 contains 5555 members 
Mstep: Class 34 contains 106560 members 
Mstep: Class 35 contains 7065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54920824.000000 Penalty: 75249.156250
Iteration 47Q: 36 clusters Score -5.492082e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5859 members 
Mstep: Class 3 contains 25183 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 22842 members 
Mstep: Class 7 contains 14880 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 76085 members 
Mstep: Class 15 contains 20604 members 
Mstep: Class 16 contains 16969 members 
Mstep: Class 17 contains 10537 members 
Mstep: Class 18 contains 20484 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 57663 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 55465 members 
Mstep: Class 24 contains 2639 members 
Mstep: Class 25 contains 5403 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 7382 members 
Mstep: Class 28 contains 4547 members 
Mstep: Class 29 contains 9870 members 
Mstep: Class 30 contains 3929 members 
Mstep: Class 31 contains 29863 members 
Mstep: Class 32 contains 4177 members 
Mstep: Class 33 contains 5558 members 
Mstep: Class 34 contains 107294 members 
Mstep: Class 35 contains 7044 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 36 clusters Score -5.492115e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 25189 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 22812 members 
Mstep: Class 7 contains 14652 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 76106 members 
Mstep: Class 15 contains 20647 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 57895 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 54352 members 
Mstep: Class 24 contains 2682 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 7405 members 
Mstep: Class 28 contains 4552 members 
Mstep: Class 29 contains 9846 members 
Mstep: Class 30 contains 3977 members 
Mstep: Class 31 contains 29912 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 5565 members 
Mstep: Class 34 contains 108169 members 
Mstep: Class 35 contains 7012 members 
Entering Unmasked Estep 
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Iteration 49Q: 36 clusters Score -5.49221e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5894 members 
Mstep: Class 3 contains 25162 members 
Mstep: Class 4 contains 7599 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 22794 members 
Mstep: Class 7 contains 14441 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 3701 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 76125 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 16860 members 
Mstep: Class 17 contains 10690 members 
Mstep: Class 18 contains 20244 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 58142 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 53208 members 
Mstep: Class 24 contains 2713 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 7435 members 
Mstep: Class 28 contains 4555 members 
Mstep: Class 29 contains 9825 members 
Mstep: Class 30 contains 4023 members 
Mstep: Class 31 contains 29954 members 
Mstep: Class 32 contains 4373 members 
Mstep: Class 33 contains 5570 members 
Mstep: Class 34 contains 109032 members 
Mstep: Class 35 contains 6960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 36 clusters Score -5.492283e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 25155 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 22778 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 76142 members 
Mstep: Class 15 contains 20744 members 
Mstep: Class 16 contains 16806 members 
Mstep: Class 17 contains 10748 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 58415 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 52025 members 
Mstep: Class 24 contains 2742 members 
Mstep: Class 25 contains 5515 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 7459 members 
Mstep: Class 28 contains 4557 members 
Mstep: Class 29 contains 9807 members 
Mstep: Class 30 contains 4078 members 
Mstep: Class 31 contains 30010 members 
Mstep: Class 32 contains 4447 members 
Mstep: Class 33 contains 5578 members 
Mstep: Class 34 contains 109910 members 
Mstep: Class 35 contains 6909 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 36 clusters Score -5.492357e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 25136 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 22771 members 
Mstep: Class 7 contains 14037 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 7333 members 
Mstep: Class 14 contains 76154 members 
Mstep: Class 15 contains 20782 members 
Mstep: Class 16 contains 16765 members 
Mstep: Class 17 contains 10792 members 
Mstep: Class 18 contains 20090 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 58689 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 50758 members 
Mstep: Class 24 contains 2765 members 
Mstep: Class 25 contains 5539 members 
Mstep: Class 26 contains 1782 members 
Mstep: Class 27 contains 7471 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 9805 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 30084 members 
Mstep: Class 32 contains 4518 members 
Mstep: Class 33 contains 5578 members 
Mstep: Class 34 contains 110905 members 
Mstep: Class 35 contains 6866 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 36 clusters Score -5.492411e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 25120 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 22765 members 
Mstep: Class 7 contains 13825 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 7358 members 
Mstep: Class 14 contains 76160 members 
Mstep: Class 15 contains 20808 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 10852 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 58964 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 49434 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 5559 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 7490 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 9795 members 
Mstep: Class 30 contains 4150 members 
Mstep: Class 31 contains 30173 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 5581 members 
Mstep: Class 34 contains 111937 members 
Mstep: Class 35 contains 6836 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 36 clusters Score -5.492509e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5978 members 
Mstep: Class 3 contains 25086 members 
Mstep: Class 4 contains 7583 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 22753 members 
Mstep: Class 7 contains 13622 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 7385 members 
Mstep: Class 14 contains 76168 members 
Mstep: Class 15 contains 20830 members 
Mstep: Class 16 contains 16757 members 
Mstep: Class 17 contains 10920 members 
Mstep: Class 18 contains 19944 members 
Mstep: Class 19 contains 1723 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 59244 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 48127 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 5575 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 9787 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 30237 members 
Mstep: Class 32 contains 4618 members 
Mstep: Class 33 contains 5584 members 
Mstep: Class 34 contains 112957 members 
Mstep: Class 35 contains 6817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925896.000000 Penalty: 75249.156250
Iteration 54Q: 36 clusters Score -5.49259e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 25057 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 22770 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 7419 members 
Mstep: Class 14 contains 76172 members 
Mstep: Class 15 contains 20852 members 
Mstep: Class 16 contains 16734 members 
Mstep: Class 17 contains 10979 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 59534 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 46851 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 5582 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 7539 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 4219 members 
Mstep: Class 31 contains 30309 members 
Mstep: Class 32 contains 4679 members 
Mstep: Class 33 contains 5586 members 
Mstep: Class 34 contains 113936 members 
Mstep: Class 35 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 36 clusters Score -5.49267e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 25012 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 2333 members 
Mstep: Class 6 contains 22770 members 
Mstep: Class 7 contains 13129 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 76180 members 
Mstep: Class 15 contains 20866 members 
Mstep: Class 16 contains 16719 members 
Mstep: Class 17 contains 11029 members 
Mstep: Class 18 contains 19836 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 59818 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 45745 members 
Mstep: Class 24 contains 2862 members 
Mstep: Class 25 contains 5586 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 7564 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 9784 members 
Mstep: Class 30 contains 4248 members 
Mstep: Class 31 contains 30397 members 
Mstep: Class 32 contains 4722 members 
Mstep: Class 33 contains 5583 members 
Mstep: Class 34 contains 114783 members 
Mstep: Class 35 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 36 clusters Score -5.492721e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6023 members 
Mstep: Class 3 contains 24946 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 22786 members 
Mstep: Class 7 contains 12912 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 7497 members 
Mstep: Class 14 contains 76191 members 
Mstep: Class 15 contains 20895 members 
Mstep: Class 16 contains 16714 members 
Mstep: Class 17 contains 11109 members 
Mstep: Class 18 contains 19774 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 60076 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 44752 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 5587 members 
Mstep: Class 26 contains 1767 members 
Mstep: Class 27 contains 7592 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 9779 members 
Mstep: Class 30 contains 4272 members 
Mstep: Class 31 contains 30470 members 
Mstep: Class 32 contains 4770 members 
Mstep: Class 33 contains 5580 members 
Mstep: Class 34 contains 115494 members 
Mstep: Class 35 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 36 clusters Score -5.492773e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 3 contains 24891 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 22807 members 
Mstep: Class 7 contains 12670 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 7537 members 
Mstep: Class 14 contains 76203 members 
Mstep: Class 15 contains 20941 members 
Mstep: Class 16 contains 16689 members 
Mstep: Class 17 contains 11182 members 
Mstep: Class 18 contains 19702 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 60315 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 7612 members 
Mstep: Class 28 contains 4566 members 
Mstep: Class 29 contains 9776 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 30570 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 5577 members 
Mstep: Class 34 contains 116045 members 
Mstep: Class 35 contains 6773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928184.000000 Penalty: 75249.156250
Iteration 58Q: 36 clusters Score -5.492818e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 24848 members 
Mstep: Class 4 contains 7588 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 22826 members 
Mstep: Class 7 contains 12461 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 7569 members 
Mstep: Class 14 contains 76207 members 
Mstep: Class 15 contains 20999 members 
Mstep: Class 16 contains 16651 members 
Mstep: Class 17 contains 11245 members 
Mstep: Class 18 contains 19648 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 60565 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 43276 members 
Mstep: Class 24 contains 2901 members 
Mstep: Class 25 contains 5596 members 
Mstep: Class 26 contains 1760 members 
Mstep: Class 27 contains 7636 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 9776 members 
Mstep: Class 30 contains 4318 members 
Mstep: Class 31 contains 30651 members 
Mstep: Class 32 contains 4854 members 
Mstep: Class 33 contains 5579 members 
Mstep: Class 34 contains 116444 members 
Mstep: Class 35 contains 6767 members 
Entering Unmasked Estep 
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Iteration 59Q: 36 clusters Score -5.492856e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 22854 members 
Mstep: Class 7 contains 12279 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 76211 members 
Mstep: Class 15 contains 21082 members 
Mstep: Class 16 contains 16605 members 
Mstep: Class 17 contains 11318 members 
Mstep: Class 18 contains 19608 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 60788 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 42672 members 
Mstep: Class 24 contains 2917 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7666 members 
Mstep: Class 28 contains 4569 members 
Mstep: Class 29 contains 9773 members 
Mstep: Class 30 contains 4336 members 
Mstep: Class 31 contains 30668 members 
Mstep: Class 32 contains 4881 members 
Mstep: Class 33 contains 5581 members 
Mstep: Class 34 contains 116783 members 
Mstep: Class 35 contains 6763 members 
Entering Unmasked Estep 
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Iteration 60F: 36 clusters Score -5.4929e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6044 members 
Mstep: Class 3 contains 24765 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 22885 members 
Mstep: Class 7 contains 12135 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 7637 members 
Mstep: Class 14 contains 76211 members 
Mstep: Class 15 contains 21168 members 
Mstep: Class 16 contains 16569 members 
Mstep: Class 17 contains 11371 members 
Mstep: Class 18 contains 19566 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 61002 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 42141 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 5599 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 4343 members 
Mstep: Class 31 contains 30662 members 
Mstep: Class 32 contains 4949 members 
Mstep: Class 33 contains 5584 members 
Mstep: Class 34 contains 117043 members 
Mstep: Class 35 contains 6766 members 
Entering Unmasked Estep 
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Iteration 61Q: 36 clusters Score -5.492937e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6046 members 
Mstep: Class 3 contains 24726 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 22920 members 
Mstep: Class 7 contains 12008 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 76217 members 
Mstep: Class 15 contains 21268 members 
Mstep: Class 16 contains 16536 members 
Mstep: Class 17 contains 11430 members 
Mstep: Class 18 contains 19532 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 61189 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 41683 members 
Mstep: Class 24 contains 2941 members 
Mstep: Class 25 contains 5599 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7718 members 
Mstep: Class 28 contains 4574 members 
Mstep: Class 29 contains 9781 members 
Mstep: Class 30 contains 4360 members 
Mstep: Class 31 contains 30610 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 5582 members 
Mstep: Class 34 contains 117237 members 
Mstep: Class 35 contains 6767 members 
Entering Unmasked Estep 
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Iteration 62Q: 36 clusters Score -5.492943e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 24691 members 
Mstep: Class 4 contains 7563 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 22948 members 
Mstep: Class 7 contains 11901 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 76216 members 
Mstep: Class 15 contains 21383 members 
Mstep: Class 16 contains 16500 members 
Mstep: Class 17 contains 11471 members 
Mstep: Class 18 contains 19492 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 61361 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41294 members 
Mstep: Class 24 contains 2950 members 
Mstep: Class 25 contains 5605 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7734 members 
Mstep: Class 28 contains 4575 members 
Mstep: Class 29 contains 9790 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 30582 members 
Mstep: Class 32 contains 5045 members 
Mstep: Class 33 contains 5581 members 
Mstep: Class 34 contains 117369 members 
Mstep: Class 35 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929576.000000 Penalty: 75249.156250
Iteration 63Q: 36 clusters Score -5.492958e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 24672 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 22966 members 
Mstep: Class 7 contains 11795 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 5104 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 14 contains 76221 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 11520 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 61494 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40986 members 
Mstep: Class 24 contains 2969 members 
Mstep: Class 25 contains 5606 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7745 members 
Mstep: Class 28 contains 4575 members 
Mstep: Class 29 contains 9795 members 
Mstep: Class 30 contains 4374 members 
Mstep: Class 31 contains 30549 members 
Mstep: Class 32 contains 5077 members 
Mstep: Class 33 contains 5579 members 
Mstep: Class 34 contains 117469 members 
Mstep: Class 35 contains 6767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929580.000000 Penalty: 75249.156250
Iteration 64Q: 36 clusters Score -5.492958e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 24657 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 22967 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 3479 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 13 contains 7753 members 
Mstep: Class 14 contains 76229 members 
Mstep: Class 15 contains 21606 members 
Mstep: Class 16 contains 16446 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 19444 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 61621 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 40741 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 5607 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7767 members 
Mstep: Class 28 contains 4577 members 
Mstep: Class 29 contains 9798 members 
Mstep: Class 30 contains 4381 members 
Mstep: Class 31 contains 30465 members 
Mstep: Class 32 contains 5104 members 
Mstep: Class 33 contains 5576 members 
Mstep: Class 34 contains 117541 members 
Mstep: Class 35 contains 6768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929628.000000 Penalty: 75249.156250
Iteration 65Q: 36 clusters Score -5.492963e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 24658 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 22965 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 76237 members 
Mstep: Class 15 contains 21709 members 
Mstep: Class 16 contains 16412 members 
Mstep: Class 17 contains 11610 members 
Mstep: Class 18 contains 19433 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 61739 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 40534 members 
Mstep: Class 24 contains 3003 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 7779 members 
Mstep: Class 28 contains 4578 members 
Mstep: Class 29 contains 9782 members 
Mstep: Class 30 contains 4387 members 
Mstep: Class 31 contains 30364 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 5577 members 
Mstep: Class 34 contains 117575 members 
Mstep: Class 35 contains 6768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929996.000000 Penalty: 75249.156250
Iteration 66Q: 36 clusters Score -5.493e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6047 members 
Mstep: Class 3 contains 24635 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 22973 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 7821 members 
Mstep: Class 14 contains 76249 members 
Mstep: Class 15 contains 21809 members 
Mstep: Class 16 contains 16370 members 
Mstep: Class 17 contains 11650 members 
Mstep: Class 18 contains 19429 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 61848 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 40366 members 
Mstep: Class 24 contains 3015 members 
Mstep: Class 25 contains 5612 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 7778 members 
Mstep: Class 28 contains 4579 members 
Mstep: Class 29 contains 9781 members 
Mstep: Class 30 contains 4395 members 
Mstep: Class 31 contains 30255 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 5579 members 
Mstep: Class 34 contains 117591 members 
Mstep: Class 35 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929912.000000 Penalty: 75249.156250
Iteration 67Q: 36 clusters Score -5.492991e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 24608 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 22984 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 13 contains 7848 members 
Mstep: Class 14 contains 76257 members 
Mstep: Class 15 contains 21895 members 
Mstep: Class 16 contains 16332 members 
Mstep: Class 17 contains 11703 members 
Mstep: Class 18 contains 19424 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 61950 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 40223 members 
Mstep: Class 24 contains 3021 members 
Mstep: Class 25 contains 5614 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 7778 members 
Mstep: Class 28 contains 4580 members 
Mstep: Class 29 contains 9783 members 
Mstep: Class 30 contains 4403 members 
Mstep: Class 31 contains 30132 members 
Mstep: Class 32 contains 5148 members 
Mstep: Class 33 contains 5581 members 
Mstep: Class 34 contains 117599 members 
Mstep: Class 35 contains 6774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54929968.000000 Penalty: 75249.156250
Iteration 68Q: 36 clusters Score -5.492997e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6066 members 
Mstep: Class 3 contains 24587 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 22987 members 
Mstep: Class 7 contains 11601 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 500 members 
Mstep: Class 12 contains 5092 members 
Mstep: Class 13 contains 7877 members 
Mstep: Class 14 contains 76260 members 
Mstep: Class 15 contains 22006 members 
Mstep: Class 16 contains 16305 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 19408 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 62035 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 40088 members 
Mstep: Class 24 contains 3024 members 
Mstep: Class 25 contains 5616 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 7772 members 
Mstep: Class 28 contains 4581 members 
Mstep: Class 29 contains 9784 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 30020 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 5581 members 
Mstep: Class 34 contains 117619 members 
Mstep: Class 35 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930200.000000 Penalty: 75249.156250
Iteration 69Q: 36 clusters Score -5.49302e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6081 members 
Mstep: Class 3 contains 24574 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 23002 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 499 members 
Mstep: Class 12 contains 5089 members 
Mstep: Class 13 contains 7903 members 
Mstep: Class 14 contains 76264 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 16 contains 16290 members 
Mstep: Class 17 contains 11774 members 
Mstep: Class 18 contains 19383 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 62098 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 39959 members 
Mstep: Class 24 contains 3029 members 
Mstep: Class 25 contains 5618 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 7759 members 
Mstep: Class 28 contains 4583 members 
Mstep: Class 29 contains 9779 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 29911 members 
Mstep: Class 32 contains 5158 members 
Mstep: Class 33 contains 5581 members 
Mstep: Class 34 contains 117647 members 
Mstep: Class 35 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930256.000000 Penalty: 75249.156250
Iteration 70Q: 36 clusters Score -5.493026e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 23011 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 499 members 
Mstep: Class 12 contains 5088 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 76275 members 
Mstep: Class 15 contains 22245 members 
Mstep: Class 16 contains 16272 members 
Mstep: Class 17 contains 11807 members 
Mstep: Class 18 contains 19365 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 62143 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 39865 members 
Mstep: Class 24 contains 3034 members 
Mstep: Class 25 contains 5618 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 7744 members 
Mstep: Class 28 contains 4584 members 
Mstep: Class 29 contains 9759 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 29810 members 
Mstep: Class 32 contains 5160 members 
Mstep: Class 33 contains 5582 members 
Mstep: Class 34 contains 117669 members 
Mstep: Class 35 contains 6775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930300.000000 Penalty: 75249.156250
Iteration 71Q: 36 clusters Score -5.49303e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6100 members 
Mstep: Class 3 contains 24527 members 
Mstep: Class 4 contains 7509 members 
Mstep: Class 5 contains 2234 members 
Mstep: Class 6 contains 23028 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 499 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 7942 members 
Mstep: Class 14 contains 76276 members 
Mstep: Class 15 contains 22374 members 
Mstep: Class 16 contains 16252 members 
Mstep: Class 17 contains 11831 members 
Mstep: Class 18 contains 19353 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62179 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 39785 members 
Mstep: Class 24 contains 3040 members 
Mstep: Class 25 contains 5618 members 
Mstep: Class 26 contains 1756 members 
Mstep: Class 27 contains 7720 members 
Mstep: Class 28 contains 4585 members 
Mstep: Class 29 contains 9758 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 29716 members 
Mstep: Class 32 contains 5160 members 
Mstep: Class 33 contains 5586 members 
Mstep: Class 34 contains 117688 members 
Mstep: Class 35 contains 6775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930348.000000 Penalty: 75249.156250
Iteration 72Q: 36 clusters Score -5.493035e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 24510 members 
Mstep: Class 4 contains 7511 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 5085 members 
Mstep: Class 13 contains 7952 members 
Mstep: Class 14 contains 76279 members 
Mstep: Class 15 contains 22502 members 
Mstep: Class 16 contains 16220 members 
Mstep: Class 17 contains 11857 members 
Mstep: Class 18 contains 19339 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 62208 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 39722 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 5618 members 
Mstep: Class 26 contains 1754 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 4587 members 
Mstep: Class 29 contains 9759 members 
Mstep: Class 30 contains 4415 members 
Mstep: Class 31 contains 29630 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 5586 members 
Mstep: Class 34 contains 117697 members 
Mstep: Class 35 contains 6774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930444.000000 Penalty: 75249.156250
Iteration 73Q: 36 clusters Score -5.493044e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 24491 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 23044 members 
Mstep: Class 7 contains 11519 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 5083 members 
Mstep: Class 13 contains 7958 members 
Mstep: Class 14 contains 76281 members 
Mstep: Class 15 contains 22614 members 
Mstep: Class 16 contains 16193 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 19335 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 62225 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39673 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 5619 members 
Mstep: Class 26 contains 1754 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 4587 members 
Mstep: Class 29 contains 9765 members 
Mstep: Class 30 contains 4419 members 
Mstep: Class 31 contains 29513 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 5586 members 
Mstep: Class 34 contains 117716 members 
Mstep: Class 35 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930640.000000 Penalty: 75249.156250
Iteration 74Q: 36 clusters Score -5.493064e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6141 members 
Mstep: Class 3 contains 24479 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 7968 members 
Mstep: Class 14 contains 76288 members 
Mstep: Class 15 contains 22718 members 
Mstep: Class 16 contains 16182 members 
Mstep: Class 17 contains 11901 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 1936 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 62235 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39635 members 
Mstep: Class 24 contains 3050 members 
Mstep: Class 25 contains 5620 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 4587 members 
Mstep: Class 29 contains 9760 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 29402 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 5585 members 
Mstep: Class 34 contains 117724 members 
Mstep: Class 35 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930588.000000 Penalty: 75249.156250
Iteration 75Q: 36 clusters Score -5.493059e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6148 members 
Mstep: Class 3 contains 24460 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 23048 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5080 members 
Mstep: Class 13 contains 7980 members 
Mstep: Class 14 contains 76290 members 
Mstep: Class 15 contains 22799 members 
Mstep: Class 16 contains 16164 members 
Mstep: Class 17 contains 11923 members 
Mstep: Class 18 contains 19309 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 62258 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39612 members 
Mstep: Class 24 contains 3052 members 
Mstep: Class 25 contains 5620 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7685 members 
Mstep: Class 28 contains 4587 members 
Mstep: Class 29 contains 9755 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 29310 members 
Mstep: Class 32 contains 5143 members 
Mstep: Class 33 contains 5586 members 
Mstep: Class 34 contains 117722 members 
Mstep: Class 35 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930564.000000 Penalty: 75249.156250
Iteration 76Q: 36 clusters Score -5.493056e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 24442 members 
Mstep: Class 4 contains 7499 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23055 members 
Mstep: Class 7 contains 11521 members 
Mstep: Class 8 contains 2413 members 
Mstep: Class 9 contains 3571 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5079 members 
Mstep: Class 13 contains 7986 members 
Mstep: Class 14 contains 76294 members 
Mstep: Class 15 contains 22877 members 
Mstep: Class 16 contains 16161 members 
Mstep: Class 17 contains 11946 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 62270 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39570 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 5621 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7671 members 
Mstep: Class 28 contains 4587 members 
Mstep: Class 29 contains 9750 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29248 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 5588 members 
Mstep: Class 34 contains 117730 members 
Mstep: Class 35 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930656.000000 Penalty: 75249.156250
Iteration 77Q: 36 clusters Score -5.493066e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 24429 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 11525 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5078 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76296 members 
Mstep: Class 15 contains 22949 members 
Mstep: Class 16 contains 16163 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 19280 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 62284 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39534 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 5622 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7659 members 
Mstep: Class 28 contains 4587 members 
Mstep: Class 29 contains 9747 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 29185 members 
Mstep: Class 32 contains 5123 members 
Mstep: Class 33 contains 5591 members 
Mstep: Class 34 contains 117729 members 
Mstep: Class 35 contains 6775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930740.000000 Penalty: 75249.156250
Iteration 78Q: 36 clusters Score -5.493074e+07 nChanged 381
Entering ConstructFrom: 
Score: -54930740.000000 Penalty: 75249.156250
Entering ConstructFrom: 
Trying to split cluster 1 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -252406.593750 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -252406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -249914.437500 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -249914.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -250449.171875 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -250449.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -250592.578125 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -250592.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250682.640625 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -250682.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -250735.453125 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -250735.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -250769.578125 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -250769.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250810.265625 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -250810.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -250848.921875 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -250848.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -250885.843750 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -250885.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -250933.296875 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -250933.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -250987.687500 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -250987.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -251054.109375 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -251054.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -251144.265625 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -251144.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251234.656250 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -251234.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -251328.140625 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -251328.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251431.484375 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -251431.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -251522.125000 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -251522.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -251644.000000 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -251644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -251769.609375 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -251769.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -251879.375000 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -251879.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251944.656250 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -251944.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -251998.531250 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -251998.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -252033.078125 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -252033.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -252055.890625 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -252055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -252071.359375 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -252071.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -252085.781250 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -252085.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -252095.109375 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -252095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -252103.375000 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -252103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -252108.859375 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -252108.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -252118.531250 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -252118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -252129.546875 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -252129.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252140.031250 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -252140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252150.546875 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -252150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -252155.734375 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -252155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -252159.031250 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -252159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252162.875000 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -252162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -252164.390625 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -252164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -252166.468750 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -252166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -252169.203125 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -252169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -252172.031250 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -252172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -252174.171875 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -252174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -252176.656250 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -252176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -252180.187500 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -252180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -252183.187500 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -252183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -252184.734375 Penalty: 2556.435547
	Iteration 44Q: 3 clusters Score -252184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -252186.062500 Penalty: 2556.435547
	Iteration 45Q: 3 clusters Score -252186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -252187.218750 Penalty: 2556.435547
	Iteration 46Q: 3 clusters Score -252187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252188.703125 Penalty: 2556.435547
	Iteration 47Q: 3 clusters Score -252188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -252191.562500 Penalty: 2556.435547
	Iteration 48Q: 3 clusters Score -252191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -252196.484375 Penalty: 2556.435547
	Iteration 49Q: 3 clusters Score -252196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -252198.156250 Penalty: 2556.435547
	Iteration 50Q: 3 clusters Score -252198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -252199.140625 Penalty: 2556.435547
	Iteration 51Q: 3 clusters Score -252199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252199.984375 Penalty: 2556.435547
	Iteration 52Q: 3 clusters Score -252200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -252201.156250 Penalty: 2556.435547
	Iteration 53Q: 3 clusters Score -252201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -252201.703125 Penalty: 2556.435547
	Iteration 54Q: 3 clusters Score -252201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -252203.406250 Penalty: 2556.435547
	Iteration 55Q: 3 clusters Score -252203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -252204.281250 Penalty: 2556.435547
	Iteration 56Q: 3 clusters Score -252204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -252205.328125 Penalty: 2556.435547
	Iteration 57Q: 3 clusters Score -252205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252206.890625 Penalty: 2556.435547
	Iteration 58Q: 3 clusters Score -252206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -252207.906250 Penalty: 2556.435547
	Iteration 59Q: 3 clusters Score -252207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -252208.187500 Penalty: 2556.435547
	Iteration 60F: 3 clusters Score -252208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -252208.515625 Penalty: 2556.435547
	Iteration 61Q: 3 clusters Score -252208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -252208.515625 Penalty: 2556.435547
	Iteration 62F: 3 clusters Score -252208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -623208.375000 Penalty: 1418.474487
	Iteration 0F: 2 clusters Score -623208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -618459.625000 Penalty: 2836.948975
	Iteration 0F: 3 clusters Score -618459.6 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -619878.750000 Penalty: 2836.948975
	Iteration 1F: 3 clusters Score -619878.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -620082.375000 Penalty: 2836.948975
	Iteration 2F: 3 clusters Score -620082.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -620243.312500 Penalty: 2836.948975
	Iteration 3Q: 3 clusters Score -620243.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -620389.875000 Penalty: 2836.948975
	Iteration 4Q: 3 clusters Score -620389.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -620535.875000 Penalty: 2836.948975
	Iteration 5Q: 3 clusters Score -620535.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -620704.937500 Penalty: 2836.948975
	Iteration 6Q: 3 clusters Score -620704.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -620876.937500 Penalty: 2836.948975
	Iteration 7Q: 3 clusters Score -620876.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -621051.000000 Penalty: 2836.948975
	Iteration 8Q: 3 clusters Score -621051 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -621234.500000 Penalty: 2836.948975
	Iteration 9Q: 3 clusters Score -621234.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -621409.250000 Penalty: 2836.948975
	Iteration 10Q: 3 clusters Score -621409.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -621563.062500 Penalty: 2836.948975
	Iteration 11Q: 3 clusters Score -621563.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -621697.500000 Penalty: 2836.948975
	Iteration 12Q: 3 clusters Score -621697.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -621801.687500 Penalty: 2836.948975
	Iteration 13Q: 3 clusters Score -621801.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -621866.875000 Penalty: 2836.948975
	Iteration 14Q: 3 clusters Score -621866.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -621900.000000 Penalty: 2836.948975
	Iteration 15Q: 3 clusters Score -621900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -621920.125000 Penalty: 2836.948975
	Iteration 16Q: 3 clusters Score -621920.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -621933.937500 Penalty: 2836.948975
	Iteration 17Q: 3 clusters Score -621933.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -621942.875000 Penalty: 2836.948975
	Iteration 18Q: 3 clusters Score -621942.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -621950.875000 Penalty: 2836.948975
	Iteration 19Q: 3 clusters Score -621950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -621960.625000 Penalty: 2836.948975
	Iteration 20F: 3 clusters Score -621960.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -621972.875000 Penalty: 2836.948975
	Iteration 21Q: 3 clusters Score -621972.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -621981.750000 Penalty: 2836.948975
	Iteration 22Q: 3 clusters Score -621981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -621991.875000 Penalty: 2836.948975
	Iteration 23Q: 3 clusters Score -621991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -621998.312500 Penalty: 2836.948975
	Iteration 24Q: 3 clusters Score -621998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -622005.937500 Penalty: 2836.948975
	Iteration 25Q: 3 clusters Score -622005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -622009.437500 Penalty: 2836.948975
	Iteration 26Q: 3 clusters Score -622009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -622014.000000 Penalty: 2836.948975
	Iteration 27Q: 3 clusters Score -622014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -622015.312500 Penalty: 2836.948975
	Iteration 28Q: 3 clusters Score -622015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -622014.937500 Penalty: 2836.948975
	Iteration 29Q: 3 clusters Score -622014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -622015.500000 Penalty: 2836.948975
	Iteration 30Q: 3 clusters Score -622015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -622015.500000 Penalty: 2836.948975
	Iteration 31F: 3 clusters Score -622015.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Entering Unmasked Estep 
Score: -2256621.250000 Penalty: 1641.756470
	Iteration 0F: 2 clusters Score -2256621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2240208.000000 Penalty: 3283.512939
	Iteration 0F: 3 clusters Score -2240208 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2246558.250000 Penalty: 3283.512939
	Iteration 1F: 3 clusters Score -2246558 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2247462.750000 Penalty: 3283.512939
	Iteration 2F: 3 clusters Score -2247463 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2248574.750000 Penalty: 3283.512939
	Iteration 3F: 3 clusters Score -2248575 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2249925.500000 Penalty: 3283.512939
	Iteration 4F: 3 clusters Score -2249926 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2251416.250000 Penalty: 3283.512939
	Iteration 5F: 3 clusters Score -2251416 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2252877.250000 Penalty: 3283.512939
	Iteration 6F: 3 clusters Score -2252877 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2254131.250000 Penalty: 3283.512939
	Iteration 7F: 3 clusters Score -2254131 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2255084.500000 Penalty: 3283.512939
	Iteration 8Q: 3 clusters Score -2255084 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2255671.500000 Penalty: 3283.512939
	Iteration 9Q: 3 clusters Score -2255672 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2256060.500000 Penalty: 3283.512939
	Iteration 10Q: 3 clusters Score -2256060 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2256315.250000 Penalty: 3283.512939
	Iteration 11Q: 3 clusters Score -2256315 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2256519.750000 Penalty: 3283.512939
	Iteration 12Q: 3 clusters Score -2256520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2256669.500000 Penalty: 3283.512939
	Iteration 13Q: 3 clusters Score -2256670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2256781.250000 Penalty: 3283.512939
	Iteration 14Q: 3 clusters Score -2256781 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2256857.250000 Penalty: 3283.512939
	Iteration 15Q: 3 clusters Score -2256857 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2256905.500000 Penalty: 3283.512939
	Iteration 16Q: 3 clusters Score -2256906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2256931.250000 Penalty: 3283.512939
	Iteration 17Q: 3 clusters Score -2256931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2256954.250000 Penalty: 3283.512939
	Iteration 18Q: 3 clusters Score -2256954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2256963.000000 Penalty: 3283.512939
	Iteration 19Q: 3 clusters Score -2256963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2256974.500000 Penalty: 3283.512939
	Iteration 20F: 3 clusters Score -2256974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2256988.500000 Penalty: 3283.512939
	Iteration 21Q: 3 clusters Score -2256988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2256988.000000 Penalty: 3283.512939
	Iteration 22Q: 3 clusters Score -2256988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2256992.750000 Penalty: 3283.512939
	Iteration 23Q: 3 clusters Score -2256993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2257000.000000 Penalty: 3283.512939
	Iteration 24Q: 3 clusters Score -2257000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2257006.750000 Penalty: 3283.512939
	Iteration 25Q: 3 clusters Score -2257007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2257015.750000 Penalty: 3283.512939
	Iteration 26Q: 3 clusters Score -2257016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2257014.750000 Penalty: 3283.512939
	Iteration 27Q: 3 clusters Score -2257015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2257017.500000 Penalty: 3283.512939
	Iteration 28Q: 3 clusters Score -2257018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2257017.000000 Penalty: 3283.512939
	Iteration 29Q: 3 clusters Score -2257017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2257014.750000 Penalty: 3283.512939
	Iteration 30Q: 3 clusters Score -2257015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2257017.500000 Penalty: 3283.512939
	Iteration 31Q: 3 clusters Score -2257018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2257017.750000 Penalty: 3283.512939
	Iteration 32Q: 3 clusters Score -2257018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2257020.750000 Penalty: 3283.512939
	Iteration 33Q: 3 clusters Score -2257021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2257019.500000 Penalty: 3283.512939
	Iteration 34Q: 3 clusters Score -2257020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2257019.500000 Penalty: 3283.512939
	Iteration 35Q: 3 clusters Score -2257020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2257020.250000 Penalty: 3283.512939
	Iteration 36Q: 3 clusters Score -2257020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2257024.000000 Penalty: 3283.512939
	Iteration 37Q: 3 clusters Score -2257024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2257026.000000 Penalty: 3283.512939
	Iteration 38Q: 3 clusters Score -2257026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2257028.750000 Penalty: 3283.512939
	Iteration 39Q: 3 clusters Score -2257029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2257029.250000 Penalty: 3283.512939
	Iteration 40F: 3 clusters Score -2257029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2257034.500000 Penalty: 3283.512939
	Iteration 41Q: 3 clusters Score -2257034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2257033.000000 Penalty: 3283.512939
	Iteration 42Q: 3 clusters Score -2257033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2257032.500000 Penalty: 3283.512939
	Iteration 43Q: 3 clusters Score -2257032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2257035.000000 Penalty: 3283.512939
	Iteration 44Q: 3 clusters Score -2257035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2257034.500000 Penalty: 3283.512939
	Iteration 45Q: 3 clusters Score -2257034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2257034.750000 Penalty: 3283.512939
	Iteration 46Q: 3 clusters Score -2257035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2257034.250000 Penalty: 3283.512939
	Iteration 47Q: 3 clusters Score -2257034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2257034.000000 Penalty: 3283.512939
	Iteration 48Q: 3 clusters Score -2257034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2257034.000000 Penalty: 3283.512939
	Iteration 49F: 3 clusters Score -2257034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 23013 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 4588 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 23122 members 
Entering Unmasked Estep 
Score: -54930596.000000 Penalty: 77399.132812
Splitting cluster 3 changes total score from -54930740.000000 to -54930596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -656589.687500 Penalty: 1449.758545
	Iteration 0F: 2 clusters Score -656589.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -651024.375000 Penalty: 2899.517090
	Iteration 0F: 3 clusters Score -651024.4 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -652915.687500 Penalty: 2899.517090
	Iteration 1F: 3 clusters Score -652915.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -653305.937500 Penalty: 2899.517090
	Iteration 2F: 3 clusters Score -653305.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -653631.562500 Penalty: 2899.517090
	Iteration 3F: 3 clusters Score -653631.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -653883.750000 Penalty: 2899.517090
	Iteration 4F: 3 clusters Score -653883.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -654094.062500 Penalty: 2899.517090
	Iteration 5Q: 3 clusters Score -654094.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -654264.250000 Penalty: 2899.517090
	Iteration 6Q: 3 clusters Score -654264.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -654418.562500 Penalty: 2899.517090
	Iteration 7Q: 3 clusters Score -654418.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -654573.750000 Penalty: 2899.517090
	Iteration 8Q: 3 clusters Score -654573.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -654770.875000 Penalty: 2899.517090
	Iteration 9Q: 3 clusters Score -654770.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -655030.875000 Penalty: 2899.517090
	Iteration 10Q: 3 clusters Score -655030.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -655276.437500 Penalty: 2899.517090
	Iteration 11Q: 3 clusters Score -655276.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -655492.687500 Penalty: 2899.517090
	Iteration 12Q: 3 clusters Score -655492.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -655651.812500 Penalty: 2899.517090
	Iteration 13Q: 3 clusters Score -655651.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -655768.875000 Penalty: 2899.517090
	Iteration 14Q: 3 clusters Score -655768.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -655908.937500 Penalty: 2899.517090
	Iteration 15Q: 3 clusters Score -655908.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -656062.500000 Penalty: 2899.517090
	Iteration 16Q: 3 clusters Score -656062.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -656165.562500 Penalty: 2899.517090
	Iteration 17Q: 3 clusters Score -656165.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -656228.062500 Penalty: 2899.517090
	Iteration 18Q: 3 clusters Score -656228.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -656282.000000 Penalty: 2899.517090
	Iteration 19Q: 3 clusters Score -656282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -656324.875000 Penalty: 2899.517090
	Iteration 20F: 3 clusters Score -656324.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -656353.937500 Penalty: 2899.517090
	Iteration 21Q: 3 clusters Score -656353.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -656373.500000 Penalty: 2899.517090
	Iteration 22Q: 3 clusters Score -656373.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -656392.562500 Penalty: 2899.517090
	Iteration 23Q: 3 clusters Score -656392.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -656409.437500 Penalty: 2899.517090
	Iteration 24Q: 3 clusters Score -656409.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -656419.937500 Penalty: 2899.517090
	Iteration 25Q: 3 clusters Score -656419.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -656428.375000 Penalty: 2899.517090
	Iteration 26Q: 3 clusters Score -656428.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -656438.187500 Penalty: 2899.517090
	Iteration 27Q: 3 clusters Score -656438.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -656442.625000 Penalty: 2899.517090
	Iteration 28Q: 3 clusters Score -656442.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -656448.437500 Penalty: 2899.517090
	Iteration 29Q: 3 clusters Score -656448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -656450.562500 Penalty: 2899.517090
	Iteration 30Q: 3 clusters Score -656450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -656452.312500 Penalty: 2899.517090
	Iteration 31Q: 3 clusters Score -656452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -656456.062500 Penalty: 2899.517090
	Iteration 32Q: 3 clusters Score -656456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -656456.437500 Penalty: 2899.517090
	Iteration 33Q: 3 clusters Score -656456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -656457.875000 Penalty: 2899.517090
	Iteration 34Q: 3 clusters Score -656457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -656457.562500 Penalty: 2899.517090
	Iteration 35Q: 3 clusters Score -656457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -656459.500000 Penalty: 2899.517090
	Iteration 36Q: 3 clusters Score -656459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -656459.937500 Penalty: 2899.517090
	Iteration 37Q: 3 clusters Score -656459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -656461.000000 Penalty: 2899.517090
	Iteration 38Q: 3 clusters Score -656461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -656461.875000 Penalty: 2899.517090
	Iteration 39Q: 3 clusters Score -656461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -656460.437500 Penalty: 2899.517090
	Iteration 40F: 3 clusters Score -656460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -656460.687500 Penalty: 2899.517090
	Iteration 41Q: 3 clusters Score -656460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -656461.937500 Penalty: 2899.517090
	Iteration 42Q: 3 clusters Score -656461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -656463.000000 Penalty: 2899.517090
	Iteration 43Q: 3 clusters Score -656463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -656463.500000 Penalty: 2899.517090
	Iteration 44Q: 3 clusters Score -656463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -656463.437500 Penalty: 2899.517090
	Iteration 45Q: 3 clusters Score -656463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -656463.937500 Penalty: 2899.517090
	Iteration 46Q: 3 clusters Score -656463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -656463.562500 Penalty: 2899.517090
	Iteration 47Q: 3 clusters Score -656463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -656463.500000 Penalty: 2899.517090
	Iteration 48Q: 3 clusters Score -656463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -656463.500000 Penalty: 2899.517090
	Iteration 49F: 3 clusters Score -656463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -218987.703125 Penalty: 1252.178345
	Iteration 0F: 2 clusters Score -218987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -216750.265625 Penalty: 2504.356689
	Iteration 0F: 3 clusters Score -216750.3 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -217251.953125 Penalty: 2504.356689
	Iteration 1F: 3 clusters Score -217252 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -217357.125000 Penalty: 2504.356689
	Iteration 2F: 3 clusters Score -217357.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -217411.875000 Penalty: 2504.356689
	Iteration 3Q: 3 clusters Score -217411.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217456.468750 Penalty: 2504.356689
	Iteration 4Q: 3 clusters Score -217456.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -217486.578125 Penalty: 2504.356689
	Iteration 5Q: 3 clusters Score -217486.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -217508.375000 Penalty: 2504.356689
	Iteration 6Q: 3 clusters Score -217508.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -217531.968750 Penalty: 2504.356689
	Iteration 7Q: 3 clusters Score -217532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -217550.609375 Penalty: 2504.356689
	Iteration 8Q: 3 clusters Score -217550.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -217565.843750 Penalty: 2504.356689
	Iteration 9Q: 3 clusters Score -217565.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -217581.265625 Penalty: 2504.356689
	Iteration 10Q: 3 clusters Score -217581.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -217589.671875 Penalty: 2504.356689
	Iteration 11Q: 3 clusters Score -217589.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -217596.140625 Penalty: 2504.356689
	Iteration 12Q: 3 clusters Score -217596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -217604.171875 Penalty: 2504.356689
	Iteration 13Q: 3 clusters Score -217604.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217612.515625 Penalty: 2504.356689
	Iteration 14Q: 3 clusters Score -217612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -217622.515625 Penalty: 2504.356689
	Iteration 15Q: 3 clusters Score -217622.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -217631.593750 Penalty: 2504.356689
	Iteration 16Q: 3 clusters Score -217631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -217641.578125 Penalty: 2504.356689
	Iteration 17Q: 3 clusters Score -217641.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -217652.578125 Penalty: 2504.356689
	Iteration 18Q: 3 clusters Score -217652.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -217661.203125 Penalty: 2504.356689
	Iteration 19Q: 3 clusters Score -217661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -217670.656250 Penalty: 2504.356689
	Iteration 20F: 3 clusters Score -217670.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -217683.843750 Penalty: 2504.356689
	Iteration 21Q: 3 clusters Score -217683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -217707.078125 Penalty: 2504.356689
	Iteration 22Q: 3 clusters Score -217707.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -217752.578125 Penalty: 2504.356689
	Iteration 23Q: 3 clusters Score -217752.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -217808.578125 Penalty: 2504.356689
	Iteration 24Q: 3 clusters Score -217808.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -217887.468750 Penalty: 2504.356689
	Iteration 25Q: 3 clusters Score -217887.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -217962.062500 Penalty: 2504.356689
	Iteration 26Q: 3 clusters Score -217962.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -218010.562500 Penalty: 2504.356689
	Iteration 27Q: 3 clusters Score -218010.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -218043.515625 Penalty: 2504.356689
	Iteration 28Q: 3 clusters Score -218043.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -218068.343750 Penalty: 2504.356689
	Iteration 29Q: 3 clusters Score -218068.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -218087.562500 Penalty: 2504.356689
	Iteration 30Q: 3 clusters Score -218087.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -218101.796875 Penalty: 2504.356689
	Iteration 31Q: 3 clusters Score -218101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -218113.390625 Penalty: 2504.356689
	Iteration 32Q: 3 clusters Score -218113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -218120.890625 Penalty: 2504.356689
	Iteration 33Q: 3 clusters Score -218120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -218128.828125 Penalty: 2504.356689
	Iteration 34Q: 3 clusters Score -218128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -218132.906250 Penalty: 2504.356689
	Iteration 35Q: 3 clusters Score -218132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -218138.531250 Penalty: 2504.356689
	Iteration 36Q: 3 clusters Score -218138.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -218146.859375 Penalty: 2504.356689
	Iteration 37Q: 3 clusters Score -218146.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -218155.390625 Penalty: 2504.356689
	Iteration 38Q: 3 clusters Score -218155.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -218162.531250 Penalty: 2504.356689
	Iteration 39Q: 3 clusters Score -218162.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -218167.640625 Penalty: 2504.356689
	Iteration 40F: 3 clusters Score -218167.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -218173.546875 Penalty: 2504.356689
	Iteration 41Q: 3 clusters Score -218173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -218177.390625 Penalty: 2504.356689
	Iteration 42Q: 3 clusters Score -218177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -218180.671875 Penalty: 2504.356689
	Iteration 43Q: 3 clusters Score -218180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -218182.734375 Penalty: 2504.356689
	Iteration 44Q: 3 clusters Score -218182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -218185.843750 Penalty: 2504.356689
	Iteration 45Q: 3 clusters Score -218185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -218190.875000 Penalty: 2504.356689
	Iteration 46Q: 3 clusters Score -218190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -218193.953125 Penalty: 2504.356689
	Iteration 47Q: 3 clusters Score -218194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -218198.187500 Penalty: 2504.356689
	Iteration 48Q: 3 clusters Score -218198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -218201.062500 Penalty: 2504.356689
	Iteration 49Q: 3 clusters Score -218201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -218204.562500 Penalty: 2504.356689
	Iteration 50Q: 3 clusters Score -218204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -218206.062500 Penalty: 2504.356689
	Iteration 51Q: 3 clusters Score -218206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -218208.718750 Penalty: 2504.356689
	Iteration 52Q: 3 clusters Score -218208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -218212.078125 Penalty: 2504.356689
	Iteration 53Q: 3 clusters Score -218212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -218215.531250 Penalty: 2504.356689
	Iteration 54Q: 3 clusters Score -218215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -218221.468750 Penalty: 2504.356689
	Iteration 55Q: 3 clusters Score -218221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -218225.203125 Penalty: 2504.356689
	Iteration 56Q: 3 clusters Score -218225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -218231.078125 Penalty: 2504.356689
	Iteration 57Q: 3 clusters Score -218231.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -218236.156250 Penalty: 2504.356689
	Iteration 58Q: 3 clusters Score -218236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -218238.531250 Penalty: 2504.356689
	Iteration 59Q: 3 clusters Score -218238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -218239.406250 Penalty: 2504.356689
	Iteration 60F: 3 clusters Score -218239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -218241.843750 Penalty: 2504.356689
	Iteration 61Q: 3 clusters Score -218241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -218244.781250 Penalty: 2504.356689
	Iteration 62Q: 3 clusters Score -218244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -218248.859375 Penalty: 2504.356689
	Iteration 63Q: 3 clusters Score -218248.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218251.890625 Penalty: 2504.356689
	Iteration 64Q: 3 clusters Score -218251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -218253.359375 Penalty: 2504.356689
	Iteration 65Q: 3 clusters Score -218253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218253.828125 Penalty: 2504.356689
	Iteration 66Q: 3 clusters Score -218253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -218254.875000 Penalty: 2504.356689
	Iteration 67Q: 3 clusters Score -218254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218255.234375 Penalty: 2504.356689
	Iteration 68Q: 3 clusters Score -218255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -218255.640625 Penalty: 2504.356689
	Iteration 69Q: 3 clusters Score -218255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -218256.875000 Penalty: 2504.356689
	Iteration 70Q: 3 clusters Score -218256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218258.234375 Penalty: 2504.356689
	Iteration 71Q: 3 clusters Score -218258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -218258.250000 Penalty: 2504.356689
	Iteration 72Q: 3 clusters Score -218258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -218258.546875 Penalty: 2504.356689
	Iteration 73Q: 3 clusters Score -218258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -218258.546875 Penalty: 2504.356689
	Iteration 74F: 3 clusters Score -218258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Entering Unmasked Estep 
Score: -2366561.750000 Penalty: 1632.507812
	Iteration 0F: 2 clusters Score -2366562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2350796.750000 Penalty: 3265.015625
	Iteration 0F: 3 clusters Score -2350797 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2356802.500000 Penalty: 3265.015625
	Iteration 1F: 3 clusters Score -2356802 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2357413.750000 Penalty: 3265.015625
	Iteration 2F: 3 clusters Score -2357414 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2358248.750000 Penalty: 3265.015625
	Iteration 3F: 3 clusters Score -2358249 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2359250.250000 Penalty: 3265.015625
	Iteration 4F: 3 clusters Score -2359250 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2360350.000000 Penalty: 3265.015625
	Iteration 5F: 3 clusters Score -2360350 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2361398.750000 Penalty: 3265.015625
	Iteration 6F: 3 clusters Score -2361399 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2362272.000000 Penalty: 3265.015625
	Iteration 7F: 3 clusters Score -2362272 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2362986.750000 Penalty: 3265.015625
	Iteration 8Q: 3 clusters Score -2362987 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2363574.250000 Penalty: 3265.015625
	Iteration 9Q: 3 clusters Score -2363574 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2364094.000000 Penalty: 3265.015625
	Iteration 10Q: 3 clusters Score -2364094 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2364511.500000 Penalty: 3265.015625
	Iteration 11Q: 3 clusters Score -2364512 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2364791.500000 Penalty: 3265.015625
	Iteration 12Q: 3 clusters Score -2364792 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2364979.250000 Penalty: 3265.015625
	Iteration 13Q: 3 clusters Score -2364979 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2365085.750000 Penalty: 3265.015625
	Iteration 14Q: 3 clusters Score -2365086 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2365166.000000 Penalty: 3265.015625
	Iteration 15Q: 3 clusters Score -2365166 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2365202.750000 Penalty: 3265.015625
	Iteration 16Q: 3 clusters Score -2365203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2365225.750000 Penalty: 3265.015625
	Iteration 17Q: 3 clusters Score -2365226 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2365252.750000 Penalty: 3265.015625
	Iteration 18Q: 3 clusters Score -2365253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2365268.500000 Penalty: 3265.015625
	Iteration 19Q: 3 clusters Score -2365268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2365287.250000 Penalty: 3265.015625
	Iteration 20F: 3 clusters Score -2365287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2365300.750000 Penalty: 3265.015625
	Iteration 21Q: 3 clusters Score -2365301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2365311.750000 Penalty: 3265.015625
	Iteration 22Q: 3 clusters Score -2365312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2365327.250000 Penalty: 3265.015625
	Iteration 23Q: 3 clusters Score -2365327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2365342.000000 Penalty: 3265.015625
	Iteration 24Q: 3 clusters Score -2365342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2365343.750000 Penalty: 3265.015625
	Iteration 25Q: 3 clusters Score -2365344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2365352.750000 Penalty: 3265.015625
	Iteration 26Q: 3 clusters Score -2365353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2365362.000000 Penalty: 3265.015625
	Iteration 27Q: 3 clusters Score -2365362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2365364.500000 Penalty: 3265.015625
	Iteration 28Q: 3 clusters Score -2365364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2365371.750000 Penalty: 3265.015625
	Iteration 29Q: 3 clusters Score -2365372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2365379.250000 Penalty: 3265.015625
	Iteration 30Q: 3 clusters Score -2365379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2365389.000000 Penalty: 3265.015625
	Iteration 31Q: 3 clusters Score -2365389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2365391.250000 Penalty: 3265.015625
	Iteration 32Q: 3 clusters Score -2365391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2365397.250000 Penalty: 3265.015625
	Iteration 33Q: 3 clusters Score -2365397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2365399.750000 Penalty: 3265.015625
	Iteration 34Q: 3 clusters Score -2365400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2365398.000000 Penalty: 3265.015625
	Iteration 35Q: 3 clusters Score -2365398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2365401.750000 Penalty: 3265.015625
	Iteration 36Q: 3 clusters Score -2365402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2365406.750000 Penalty: 3265.015625
	Iteration 37Q: 3 clusters Score -2365407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2365406.500000 Penalty: 3265.015625
	Iteration 38Q: 3 clusters Score -2365406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2365403.000000 Penalty: 3265.015625
	Iteration 39Q: 3 clusters Score -2365403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2365410.500000 Penalty: 3265.015625
	Iteration 40F: 3 clusters Score -2365410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2365411.000000 Penalty: 3265.015625
	Iteration 41Q: 3 clusters Score -2365411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2365415.000000 Penalty: 3265.015625
	Iteration 42Q: 3 clusters Score -2365415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2365414.000000 Penalty: 3265.015625
	Iteration 43Q: 3 clusters Score -2365414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2365410.750000 Penalty: 3265.015625
	Iteration 44Q: 3 clusters Score -2365411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2365413.000000 Penalty: 3265.015625
	Iteration 45Q: 3 clusters Score -2365413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2365418.000000 Penalty: 3265.015625
	Iteration 46Q: 3 clusters Score -2365418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2365417.250000 Penalty: 3265.015625
	Iteration 47Q: 3 clusters Score -2365417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2365421.500000 Penalty: 3265.015625
	Iteration 48Q: 3 clusters Score -2365422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2365422.250000 Penalty: 3265.015625
	Iteration 49Q: 3 clusters Score -2365422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2365420.000000 Penalty: 3265.015625
	Iteration 50Q: 3 clusters Score -2365420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2365423.750000 Penalty: 3265.015625
	Iteration 51Q: 3 clusters Score -2365424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2365422.000000 Penalty: 3265.015625
	Iteration 52Q: 3 clusters Score -2365422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2365420.500000 Penalty: 3265.015625
	Iteration 53Q: 3 clusters Score -2365420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2365422.500000 Penalty: 3265.015625
	Iteration 54Q: 3 clusters Score -2365422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2365421.750000 Penalty: 3265.015625
	Iteration 55Q: 3 clusters Score -2365422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2365424.000000 Penalty: 3265.015625
	Iteration 56Q: 3 clusters Score -2365424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2365423.750000 Penalty: 3265.015625
	Iteration 57Q: 3 clusters Score -2365424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2365426.000000 Penalty: 3265.015625
	Iteration 58Q: 3 clusters Score -2365426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2365424.500000 Penalty: 3265.015625
	Iteration 59Q: 3 clusters Score -2365424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2365426.250000 Penalty: 3265.015625
	Iteration 60F: 3 clusters Score -2365426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2365424.500000 Penalty: 3265.015625
	Iteration 61Q: 3 clusters Score -2365424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2365424.250000 Penalty: 3265.015625
	Iteration 62Q: 3 clusters Score -2365424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2365424.250000 Penalty: 3265.015625
	Iteration 63F: 3 clusters Score -2365424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Entering Unmasked Estep 
Score: -1174888.125000 Penalty: 1519.716309
	Iteration 0F: 2 clusters Score -1174888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1166699.250000 Penalty: 3039.432617
	Iteration 0F: 3 clusters Score -1166699 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1169371.875000 Penalty: 3039.432617
	Iteration 1F: 3 clusters Score -1169372 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1169746.000000 Penalty: 3039.432617
	Iteration 2F: 3 clusters Score -1169746 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1170134.375000 Penalty: 3039.432617
	Iteration 3F: 3 clusters Score -1170134 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1170554.500000 Penalty: 3039.432617
	Iteration 4F: 3 clusters Score -1170554 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1170965.500000 Penalty: 3039.432617
	Iteration 5F: 3 clusters Score -1170966 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1171344.250000 Penalty: 3039.432617
	Iteration 6F: 3 clusters Score -1171344 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1171711.875000 Penalty: 3039.432617
	Iteration 7Q: 3 clusters Score -1171712 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1172040.250000 Penalty: 3039.432617
	Iteration 8Q: 3 clusters Score -1172040 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1172344.375000 Penalty: 3039.432617
	Iteration 9Q: 3 clusters Score -1172344 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1172637.500000 Penalty: 3039.432617
	Iteration 10Q: 3 clusters Score -1172638 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1172877.875000 Penalty: 3039.432617
	Iteration 11Q: 3 clusters Score -1172878 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1173092.375000 Penalty: 3039.432617
	Iteration 12Q: 3 clusters Score -1173092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1173224.125000 Penalty: 3039.432617
	Iteration 13Q: 3 clusters Score -1173224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1173327.875000 Penalty: 3039.432617
	Iteration 14Q: 3 clusters Score -1173328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1173391.250000 Penalty: 3039.432617
	Iteration 15Q: 3 clusters Score -1173391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1173443.500000 Penalty: 3039.432617
	Iteration 16Q: 3 clusters Score -1173444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1173484.000000 Penalty: 3039.432617
	Iteration 17Q: 3 clusters Score -1173484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1173509.375000 Penalty: 3039.432617
	Iteration 18Q: 3 clusters Score -1173509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1173523.125000 Penalty: 3039.432617
	Iteration 19Q: 3 clusters Score -1173523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1173533.875000 Penalty: 3039.432617
	Iteration 20F: 3 clusters Score -1173534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1173539.500000 Penalty: 3039.432617
	Iteration 21Q: 3 clusters Score -1173540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1173548.500000 Penalty: 3039.432617
	Iteration 22Q: 3 clusters Score -1173548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1173548.750000 Penalty: 3039.432617
	Iteration 23Q: 3 clusters Score -1173549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1173551.875000 Penalty: 3039.432617
	Iteration 24Q: 3 clusters Score -1173552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1173554.125000 Penalty: 3039.432617
	Iteration 25Q: 3 clusters Score -1173554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1173555.125000 Penalty: 3039.432617
	Iteration 26Q: 3 clusters Score -1173555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1173556.375000 Penalty: 3039.432617
	Iteration 27Q: 3 clusters Score -1173556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1173556.375000 Penalty: 3039.432617
	Iteration 28F: 3 clusters Score -1173556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -242504.953125 Penalty: 1265.719116
	Iteration 0F: 2 clusters Score -242505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -240163.046875 Penalty: 2531.438232
	Iteration 0F: 3 clusters Score -240163 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -240707.671875 Penalty: 2531.438232
	Iteration 1F: 3 clusters Score -240707.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -240853.468750 Penalty: 2531.438232
	Iteration 2F: 3 clusters Score -240853.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -240992.968750 Penalty: 2531.438232
	Iteration 3F: 3 clusters Score -240993 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241121.265625 Penalty: 2531.438232
	Iteration 4F: 3 clusters Score -241121.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -241259.609375 Penalty: 2531.438232
	Iteration 5F: 3 clusters Score -241259.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -241388.234375 Penalty: 2531.438232
	Iteration 6F: 3 clusters Score -241388.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -241500.875000 Penalty: 2531.438232
	Iteration 7Q: 3 clusters Score -241500.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -241594.140625 Penalty: 2531.438232
	Iteration 8Q: 3 clusters Score -241594.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -241684.515625 Penalty: 2531.438232
	Iteration 9Q: 3 clusters Score -241684.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -241771.312500 Penalty: 2531.438232
	Iteration 10Q: 3 clusters Score -241771.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -241840.171875 Penalty: 2531.438232
	Iteration 11Q: 3 clusters Score -241840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -241870.546875 Penalty: 2531.438232
	Iteration 12Q: 3 clusters Score -241870.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -241886.250000 Penalty: 2531.438232
	Iteration 13Q: 3 clusters Score -241886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -241893.546875 Penalty: 2531.438232
	Iteration 14Q: 3 clusters Score -241893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -241898.531250 Penalty: 2531.438232
	Iteration 15Q: 3 clusters Score -241898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -241901.390625 Penalty: 2531.438232
	Iteration 16Q: 3 clusters Score -241901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -241904.421875 Penalty: 2531.438232
	Iteration 17Q: 3 clusters Score -241904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -241908.593750 Penalty: 2531.438232
	Iteration 18Q: 3 clusters Score -241908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -241910.671875 Penalty: 2531.438232
	Iteration 19Q: 3 clusters Score -241910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -241912.484375 Penalty: 2531.438232
	Iteration 20F: 3 clusters Score -241912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -241913.093750 Penalty: 2531.438232
	Iteration 21Q: 3 clusters Score -241913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -241913.453125 Penalty: 2531.438232
	Iteration 22Q: 3 clusters Score -241913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -241914.312500 Penalty: 2531.438232
	Iteration 23Q: 3 clusters Score -241914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -241914.843750 Penalty: 2531.438232
	Iteration 24Q: 3 clusters Score -241914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -241915.421875 Penalty: 2531.438232
	Iteration 25Q: 3 clusters Score -241915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -241915.734375 Penalty: 2531.438232
	Iteration 26Q: 3 clusters Score -241915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -241915.734375 Penalty: 2531.438232
	Iteration 27F: 3 clusters Score -241915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -346774.500000 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -346774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -343702.468750 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -343702.5 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -344531.593750 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -344531.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -344763.656250 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -344763.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -345009.843750 Penalty: 2659.513428
	Iteration 3F: 3 clusters Score -345009.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -345256.187500 Penalty: 2659.513428
	Iteration 4F: 3 clusters Score -345256.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -345482.531250 Penalty: 2659.513428
	Iteration 5F: 3 clusters Score -345482.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -345662.187500 Penalty: 2659.513428
	Iteration 6Q: 3 clusters Score -345662.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -345837.937500 Penalty: 2659.513428
	Iteration 7F: 3 clusters Score -345837.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -345997.312500 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -345997.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -346113.968750 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -346114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -346187.968750 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -346188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -346237.062500 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -346237.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -346267.062500 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -346267.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -346279.281250 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -346279.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -346292.656250 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -346292.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -346306.500000 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -346306.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -346316.031250 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -346316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -346322.718750 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -346322.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -346328.656250 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -346328.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -346335.843750 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -346335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -346340.656250 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -346340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -346343.218750 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -346343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -346344.281250 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -346344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -346344.406250 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -346344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -346346.156250 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -346346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -346348.906250 Penalty: 2659.513428
	Iteration 25Q: 3 clusters Score -346348.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -346350.625000 Penalty: 2659.513428
	Iteration 26Q: 3 clusters Score -346350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -346354.125000 Penalty: 2659.513428
	Iteration 27Q: 3 clusters Score -346354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -346360.125000 Penalty: 2659.513428
	Iteration 28Q: 3 clusters Score -346360.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -346367.937500 Penalty: 2659.513428
	Iteration 29Q: 3 clusters Score -346367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -346370.625000 Penalty: 2659.513428
	Iteration 30Q: 3 clusters Score -346370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -346373.937500 Penalty: 2659.513428
	Iteration 31Q: 3 clusters Score -346373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -346377.750000 Penalty: 2659.513428
	Iteration 32Q: 3 clusters Score -346377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -346380.531250 Penalty: 2659.513428
	Iteration 33Q: 3 clusters Score -346380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -346382.875000 Penalty: 2659.513428
	Iteration 34Q: 3 clusters Score -346382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -346387.687500 Penalty: 2659.513428
	Iteration 35Q: 3 clusters Score -346387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -346390.031250 Penalty: 2659.513428
	Iteration 36Q: 3 clusters Score -346390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -346392.531250 Penalty: 2659.513428
	Iteration 37Q: 3 clusters Score -346392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -346394.562500 Penalty: 2659.513428
	Iteration 38Q: 3 clusters Score -346394.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -346398.562500 Penalty: 2659.513428
	Iteration 39Q: 3 clusters Score -346398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -346402.531250 Penalty: 2659.513428
	Iteration 40F: 3 clusters Score -346402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -346406.531250 Penalty: 2659.513428
	Iteration 41Q: 3 clusters Score -346406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -346410.718750 Penalty: 2659.513428
	Iteration 42Q: 3 clusters Score -346410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -346412.937500 Penalty: 2659.513428
	Iteration 43Q: 3 clusters Score -346412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -346414.562500 Penalty: 2659.513428
	Iteration 44Q: 3 clusters Score -346414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -346414.625000 Penalty: 2659.513428
	Iteration 45Q: 3 clusters Score -346414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -346414.718750 Penalty: 2659.513428
	Iteration 46Q: 3 clusters Score -346414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -346416.750000 Penalty: 2659.513428
	Iteration 47Q: 3 clusters Score -346416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -346417.562500 Penalty: 2659.513428
	Iteration 48Q: 3 clusters Score -346417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -346419.125000 Penalty: 2659.513428
	Iteration 49Q: 3 clusters Score -346419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -346420.750000 Penalty: 2659.513428
	Iteration 50Q: 3 clusters Score -346420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -346421.250000 Penalty: 2659.513428
	Iteration 51Q: 3 clusters Score -346421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -346421.375000 Penalty: 2659.513428
	Iteration 52Q: 3 clusters Score -346421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -346421.625000 Penalty: 2659.513428
	Iteration 53Q: 3 clusters Score -346421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -346422.125000 Penalty: 2659.513428
	Iteration 54Q: 3 clusters Score -346422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -346422.125000 Penalty: 2659.513428
	Iteration 55F: 3 clusters Score -346422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -371554.343750 Penalty: 1340.513428
	Iteration 0F: 2 clusters Score -371554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -368312.187500 Penalty: 2681.026855
	Iteration 0F: 3 clusters Score -368312.2 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369143.406250 Penalty: 2681.026855
	Iteration 1F: 3 clusters Score -369143.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -369309.312500 Penalty: 2681.026855
	Iteration 2F: 3 clusters Score -369309.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -369443.687500 Penalty: 2681.026855
	Iteration 3F: 3 clusters Score -369443.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -369563.281250 Penalty: 2681.026855
	Iteration 4Q: 3 clusters Score -369563.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -369691.625000 Penalty: 2681.026855
	Iteration 5Q: 3 clusters Score -369691.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -369816.718750 Penalty: 2681.026855
	Iteration 6Q: 3 clusters Score -369816.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -369932.187500 Penalty: 2681.026855
	Iteration 7Q: 3 clusters Score -369932.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -370047.468750 Penalty: 2681.026855
	Iteration 8Q: 3 clusters Score -370047.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -370166.656250 Penalty: 2681.026855
	Iteration 9Q: 3 clusters Score -370166.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -370268.656250 Penalty: 2681.026855
	Iteration 10Q: 3 clusters Score -370268.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -370360.625000 Penalty: 2681.026855
	Iteration 11Q: 3 clusters Score -370360.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -370417.125000 Penalty: 2681.026855
	Iteration 12Q: 3 clusters Score -370417.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -370461.468750 Penalty: 2681.026855
	Iteration 13Q: 3 clusters Score -370461.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -370507.843750 Penalty: 2681.026855
	Iteration 14Q: 3 clusters Score -370507.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -370542.781250 Penalty: 2681.026855
	Iteration 15Q: 3 clusters Score -370542.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -370566.312500 Penalty: 2681.026855
	Iteration 16Q: 3 clusters Score -370566.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -370581.156250 Penalty: 2681.026855
	Iteration 17Q: 3 clusters Score -370581.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -370589.343750 Penalty: 2681.026855
	Iteration 18Q: 3 clusters Score -370589.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -370604.250000 Penalty: 2681.026855
	Iteration 19Q: 3 clusters Score -370604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370615.125000 Penalty: 2681.026855
	Iteration 20F: 3 clusters Score -370615.1 nChanged 19
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: -370620.125000 Penalty: 2681.026855
	Iteration 21Q: 3 clusters Score -370620.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -370627.187500 Penalty: 2681.026855
	Iteration 22Q: 3 clusters Score -370627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -370630.968750 Penalty: 2681.026855
	Iteration 23Q: 3 clusters Score -370631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -370635.750000 Penalty: 2681.026855
	Iteration 24Q: 3 clusters Score -370635.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -370637.656250 Penalty: 2681.026855
	Iteration 25Q: 3 clusters Score -370637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -370639.312500 Penalty: 2681.026855
	Iteration 26Q: 3 clusters Score -370639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -370640.656250 Penalty: 2681.026855
	Iteration 27Q: 3 clusters Score -370640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -370640.843750 Penalty: 2681.026855
	Iteration 28Q: 3 clusters Score -370640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -370641.968750 Penalty: 2681.026855
	Iteration 29Q: 3 clusters Score -370642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -370642.406250 Penalty: 2681.026855
	Iteration 30Q: 3 clusters Score -370642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -370642.312500 Penalty: 2681.026855
	Iteration 31Q: 3 clusters Score -370642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -370643.031250 Penalty: 2681.026855
	Iteration 32Q: 3 clusters Score -370643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -370643.500000 Penalty: 2681.026855
	Iteration 33Q: 3 clusters Score -370643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -370643.500000 Penalty: 2681.026855
	Iteration 34F: 3 clusters Score -370643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -45954.640625 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -45954.64 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 249 members 
Entering Unmasked Estep 
Score: -44923.523438 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -44923.52 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45169.941406 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -45169.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45312.375000 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -45312.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45488.558594 Penalty: 2017.791748
	Iteration 3F: 3 clusters Score -45488.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45629.984375 Penalty: 2017.791748
	Iteration 4F: 3 clusters Score -45629.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45717.730469 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -45717.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -45804.609375 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -45804.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -45818.062500 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -45818.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -45826.144531 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -45826.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -45836.054688 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -45836.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45843.355469 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -45843.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45843.355469 Penalty: 2017.791748
	Iteration 11F: 3 clusters Score -45843.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -491145.812500 Penalty: 1386.431396
	Iteration 0F: 2 clusters Score -491145.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -487115.781250 Penalty: 2772.862793
	Iteration 0F: 3 clusters Score -487115.8 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -488361.406250 Penalty: 2772.862793
	Iteration 1F: 3 clusters Score -488361.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -488829.656250 Penalty: 2772.862793
	Iteration 2F: 3 clusters Score -488829.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -489401.218750 Penalty: 2772.862793
	Iteration 3F: 3 clusters Score -489401.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -489877.187500 Penalty: 2772.862793
	Iteration 4F: 3 clusters Score -489877.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -490361.187500 Penalty: 2772.862793
	Iteration 5F: 3 clusters Score -490361.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -490777.312500 Penalty: 2772.862793
	Iteration 6F: 3 clusters Score -490777.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -491082.468750 Penalty: 2772.862793
	Iteration 7F: 3 clusters Score -491082.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -491298.250000 Penalty: 2772.862793
	Iteration 8Q: 3 clusters Score -491298.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -491418.562500 Penalty: 2772.862793
	Iteration 9Q: 3 clusters Score -491418.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -491508.125000 Penalty: 2772.862793
	Iteration 10Q: 3 clusters Score -491508.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -491582.000000 Penalty: 2772.862793
	Iteration 11Q: 3 clusters Score -491582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -491629.437500 Penalty: 2772.862793
	Iteration 12Q: 3 clusters Score -491629.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -491660.031250 Penalty: 2772.862793
	Iteration 13Q: 3 clusters Score -491660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -491671.500000 Penalty: 2772.862793
	Iteration 14Q: 3 clusters Score -491671.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -491681.031250 Penalty: 2772.862793
	Iteration 15Q: 3 clusters Score -491681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -491684.562500 Penalty: 2772.862793
	Iteration 16Q: 3 clusters Score -491684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -491689.718750 Penalty: 2772.862793
	Iteration 17Q: 3 clusters Score -491689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -491691.250000 Penalty: 2772.862793
	Iteration 18Q: 3 clusters Score -491691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -491692.906250 Penalty: 2772.862793
	Iteration 19Q: 3 clusters Score -491692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -491693.593750 Penalty: 2772.862793
	Iteration 20F: 3 clusters Score -491693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -491696.250000 Penalty: 2772.862793
	Iteration 21Q: 3 clusters Score -491696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -491696.250000 Penalty: 2772.862793
	Iteration 22F: 3 clusters Score -491696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 23013 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 4588 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 643 members 
Entering Unmasked Estep 
Score: -54930488.000000 Penalty: 77399.132812
Splitting cluster 12 changes total score from -54930740.000000 to -54930488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Entering Unmasked Estep 
Score: -819449.000000 Penalty: 1460.155273
	Iteration 0F: 2 clusters Score -819449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -813553.625000 Penalty: 2920.310547
	Iteration 0F: 3 clusters Score -813553.6 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -815345.812500 Penalty: 2920.310547
	Iteration 1F: 3 clusters Score -815345.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -815592.687500 Penalty: 2920.310547
	Iteration 2F: 3 clusters Score -815592.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -815779.812500 Penalty: 2920.310547
	Iteration 3F: 3 clusters Score -815779.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -815919.875000 Penalty: 2920.310547
	Iteration 4Q: 3 clusters Score -815919.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -816048.625000 Penalty: 2920.310547
	Iteration 5Q: 3 clusters Score -816048.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -816166.875000 Penalty: 2920.310547
	Iteration 6Q: 3 clusters Score -816166.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -816302.375000 Penalty: 2920.310547
	Iteration 7Q: 3 clusters Score -816302.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -816469.312500 Penalty: 2920.310547
	Iteration 8Q: 3 clusters Score -816469.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -816684.812500 Penalty: 2920.310547
	Iteration 9Q: 3 clusters Score -816684.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -816949.687500 Penalty: 2920.310547
	Iteration 10Q: 3 clusters Score -816949.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -817290.250000 Penalty: 2920.310547
	Iteration 11Q: 3 clusters Score -817290.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -817706.812500 Penalty: 2920.310547
	Iteration 12Q: 3 clusters Score -817706.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -818172.500000 Penalty: 2920.310547
	Iteration 13F: 3 clusters Score -818172.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -818541.812500 Penalty: 2920.310547
	Iteration 14Q: 3 clusters Score -818541.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -818834.500000 Penalty: 2920.310547
	Iteration 15Q: 3 clusters Score -818834.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -819024.125000 Penalty: 2920.310547
	Iteration 16Q: 3 clusters Score -819024.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -819111.625000 Penalty: 2920.310547
	Iteration 17Q: 3 clusters Score -819111.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -819149.000000 Penalty: 2920.310547
	Iteration 18Q: 3 clusters Score -819149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -819168.750000 Penalty: 2920.310547
	Iteration 19Q: 3 clusters Score -819168.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -819179.312500 Penalty: 2920.310547
	Iteration 20F: 3 clusters Score -819179.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -819190.562500 Penalty: 2920.310547
	Iteration 21Q: 3 clusters Score -819190.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -819192.937500 Penalty: 2920.310547
	Iteration 22Q: 3 clusters Score -819192.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -819199.812500 Penalty: 2920.310547
	Iteration 23Q: 3 clusters Score -819199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -819198.375000 Penalty: 2920.310547
	Iteration 24Q: 3 clusters Score -819198.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -819203.062500 Penalty: 2920.310547
	Iteration 25Q: 3 clusters Score -819203.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -819204.937500 Penalty: 2920.310547
	Iteration 26Q: 3 clusters Score -819204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -819208.500000 Penalty: 2920.310547
	Iteration 27Q: 3 clusters Score -819208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -819211.312500 Penalty: 2920.310547
	Iteration 28Q: 3 clusters Score -819211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -819215.125000 Penalty: 2920.310547
	Iteration 29Q: 3 clusters Score -819215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -819216.187500 Penalty: 2920.310547
	Iteration 30Q: 3 clusters Score -819216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -819217.187500 Penalty: 2920.310547
	Iteration 31Q: 3 clusters Score -819217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -819217.625000 Penalty: 2920.310547
	Iteration 32Q: 3 clusters Score -819217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -819217.687500 Penalty: 2920.310547
	Iteration 33Q: 3 clusters Score -819217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -819219.562500 Penalty: 2920.310547
	Iteration 34Q: 3 clusters Score -819219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -819219.312500 Penalty: 2920.310547
	Iteration 35Q: 3 clusters Score -819219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -819222.625000 Penalty: 2920.310547
	Iteration 36Q: 3 clusters Score -819222.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -819221.937500 Penalty: 2920.310547
	Iteration 37Q: 3 clusters Score -819221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -819221.562500 Penalty: 2920.310547
	Iteration 38Q: 3 clusters Score -819221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -819224.562500 Penalty: 2920.310547
	Iteration 39Q: 3 clusters Score -819224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -819223.437500 Penalty: 2920.310547
	Iteration 40F: 3 clusters Score -819223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -819224.875000 Penalty: 2920.310547
	Iteration 41Q: 3 clusters Score -819224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -819224.875000 Penalty: 2920.310547
	Iteration 42Q: 3 clusters Score -819224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -819227.062500 Penalty: 2920.310547
	Iteration 43Q: 3 clusters Score -819227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -819227.125000 Penalty: 2920.310547
	Iteration 44Q: 3 clusters Score -819227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -819230.375000 Penalty: 2920.310547
	Iteration 45Q: 3 clusters Score -819230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -819228.812500 Penalty: 2920.310547
	Iteration 46Q: 3 clusters Score -819228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -819228.812500 Penalty: 2920.310547
	Iteration 47F: 3 clusters Score -819228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Entering Unmasked Estep 
Score: -8066896.000000 Penalty: 1826.892456
	Iteration 0F: 2 clusters Score -8066896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8016019.000000 Penalty: 3653.784912
	Iteration 0F: 3 clusters Score -8016019 nChanged 36286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -8037233.500000 Penalty: 3653.784912
	Iteration 1F: 3 clusters Score -8037234 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8038383.000000 Penalty: 3653.784912
	Iteration 2Q: 3 clusters Score -8038383 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8039941.500000 Penalty: 3653.784912
	Iteration 3Q: 3 clusters Score -8039942 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -8042552.000000 Penalty: 3653.784912
	Iteration 4F: 3 clusters Score -8042552 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -8046329.500000 Penalty: 3653.784912
	Iteration 5F: 3 clusters Score -8046330 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -8051045.000000 Penalty: 3653.784912
	Iteration 6F: 3 clusters Score -8051045 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -8055547.000000 Penalty: 3653.784912
	Iteration 7F: 3 clusters Score -8055547 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -8058558.000000 Penalty: 3653.784912
	Iteration 8F: 3 clusters Score -8058558 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -8060340.000000 Penalty: 3653.784912
	Iteration 9Q: 3 clusters Score -8060340 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -8061552.000000 Penalty: 3653.784912
	Iteration 10Q: 3 clusters Score -8061552 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -8062509.500000 Penalty: 3653.784912
	Iteration 11Q: 3 clusters Score -8062510 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -8063241.500000 Penalty: 3653.784912
	Iteration 12Q: 3 clusters Score -8063242 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -8063707.000000 Penalty: 3653.784912
	Iteration 13Q: 3 clusters Score -8063707 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -8064054.500000 Penalty: 3653.784912
	Iteration 14Q: 3 clusters Score -8064054 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -8064341.500000 Penalty: 3653.784912
	Iteration 15Q: 3 clusters Score -8064342 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -8064578.500000 Penalty: 3653.784912
	Iteration 16Q: 3 clusters Score -8064578 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -8064755.500000 Penalty: 3653.784912
	Iteration 17Q: 3 clusters Score -8064756 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -8064921.000000 Penalty: 3653.784912
	Iteration 18Q: 3 clusters Score -8064921 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -8065063.500000 Penalty: 3653.784912
	Iteration 19Q: 3 clusters Score -8065064 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -8065196.000000 Penalty: 3653.784912
	Iteration 20F: 3 clusters Score -8065196 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -8065246.000000 Penalty: 3653.784912
	Iteration 21Q: 3 clusters Score -8065246 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -8065301.500000 Penalty: 3653.784912
	Iteration 22Q: 3 clusters Score -8065302 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -8065339.500000 Penalty: 3653.784912
	Iteration 23Q: 3 clusters Score -8065340 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -8065391.000000 Penalty: 3653.784912
	Iteration 24Q: 3 clusters Score -8065391 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -8065444.500000 Penalty: 3653.784912
	Iteration 25Q: 3 clusters Score -8065444 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -8065455.000000 Penalty: 3653.784912
	Iteration 26Q: 3 clusters Score -8065455 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -8065517.500000 Penalty: 3653.784912
	Iteration 27Q: 3 clusters Score -8065518 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -8065558.500000 Penalty: 3653.784912
	Iteration 28Q: 3 clusters Score -8065558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -8065585.000000 Penalty: 3653.784912
	Iteration 29Q: 3 clusters Score -8065585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -8065596.000000 Penalty: 3653.784912
	Iteration 30Q: 3 clusters Score -8065596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -8065625.000000 Penalty: 3653.784912
	Iteration 31Q: 3 clusters Score -8065625 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -8065637.000000 Penalty: 3653.784912
	Iteration 32Q: 3 clusters Score -8065637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -8065659.500000 Penalty: 3653.784912
	Iteration 33Q: 3 clusters Score -8065660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -8065659.500000 Penalty: 3653.784912
	Iteration 34Q: 3 clusters Score -8065660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -8065664.500000 Penalty: 3653.784912
	Iteration 35Q: 3 clusters Score -8065664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -8065669.000000 Penalty: 3653.784912
	Iteration 36Q: 3 clusters Score -8065669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -8065703.500000 Penalty: 3653.784912
	Iteration 37Q: 3 clusters Score -8065704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -8065713.500000 Penalty: 3653.784912
	Iteration 38Q: 3 clusters Score -8065714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -8065726.000000 Penalty: 3653.784912
	Iteration 39Q: 3 clusters Score -8065726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -8065742.000000 Penalty: 3653.784912
	Iteration 40F: 3 clusters Score -8065742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -8065757.000000 Penalty: 3653.784912
	Iteration 41Q: 3 clusters Score -8065757 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -8065766.000000 Penalty: 3653.784912
	Iteration 42Q: 3 clusters Score -8065766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -8065775.500000 Penalty: 3653.784912
	Iteration 43Q: 3 clusters Score -8065776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -8065775.500000 Penalty: 3653.784912
	Iteration 44Q: 3 clusters Score -8065776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -8065796.500000 Penalty: 3653.784912
	Iteration 45Q: 3 clusters Score -8065796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -8065809.000000 Penalty: 3653.784912
	Iteration 46Q: 3 clusters Score -8065809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -8065827.500000 Penalty: 3653.784912
	Iteration 47Q: 3 clusters Score -8065828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -8065839.500000 Penalty: 3653.784912
	Iteration 48Q: 3 clusters Score -8065840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -8065843.000000 Penalty: 3653.784912
	Iteration 49Q: 3 clusters Score -8065843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -8065832.000000 Penalty: 3653.784912
	Iteration 50Q: 3 clusters Score -8065832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -8065844.500000 Penalty: 3653.784912
	Iteration 51Q: 3 clusters Score -8065844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -8065845.000000 Penalty: 3653.784912
	Iteration 52Q: 3 clusters Score -8065845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -8065850.500000 Penalty: 3653.784912
	Iteration 53Q: 3 clusters Score -8065850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -8065847.000000 Penalty: 3653.784912
	Iteration 54Q: 3 clusters Score -8065847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -8065855.000000 Penalty: 3653.784912
	Iteration 55Q: 3 clusters Score -8065855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -8065873.000000 Penalty: 3653.784912
	Iteration 56Q: 3 clusters Score -8065873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -8065873.000000 Penalty: 3653.784912
	Iteration 57Q: 3 clusters Score -8065873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -8065866.000000 Penalty: 3653.784912
	Iteration 58Q: 3 clusters Score -8065866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -8065877.000000 Penalty: 3653.784912
	Iteration 59Q: 3 clusters Score -8065877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -8065879.500000 Penalty: 3653.784912
	Iteration 60F: 3 clusters Score -8065880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -8065875.000000 Penalty: 3653.784912
	Iteration 61Q: 3 clusters Score -8065875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -8065883.500000 Penalty: 3653.784912
	Iteration 62Q: 3 clusters Score -8065884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -8065881.000000 Penalty: 3653.784912
	Iteration 63Q: 3 clusters Score -8065881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -8065885.500000 Penalty: 3653.784912
	Iteration 64Q: 3 clusters Score -8065886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -8065883.000000 Penalty: 3653.784912
	Iteration 65Q: 3 clusters Score -8065883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -8065873.500000 Penalty: 3653.784912
	Iteration 66Q: 3 clusters Score -8065874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -8065877.000000 Penalty: 3653.784912
	Iteration 67Q: 3 clusters Score -8065877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -8065872.500000 Penalty: 3653.784912
	Iteration 68Q: 3 clusters Score -8065872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -8065875.500000 Penalty: 3653.784912
	Iteration 69Q: 3 clusters Score -8065876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -8065875.500000 Penalty: 3653.784912
	Iteration 70F: 3 clusters Score -8065876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Entering Unmasked Estep 
Score: -2311053.500000 Penalty: 1632.119873
	Iteration 0F: 2 clusters Score -2311054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2295467.250000 Penalty: 3264.239746
	Iteration 0F: 3 clusters Score -2295467 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2301387.750000 Penalty: 3264.239746
	Iteration 1F: 3 clusters Score -2301388 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2302051.750000 Penalty: 3264.239746
	Iteration 2F: 3 clusters Score -2302052 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2302994.750000 Penalty: 3264.239746
	Iteration 3F: 3 clusters Score -2302995 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2304334.500000 Penalty: 3264.239746
	Iteration 4F: 3 clusters Score -2304334 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2305991.250000 Penalty: 3264.239746
	Iteration 5F: 3 clusters Score -2305991 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2307526.500000 Penalty: 3264.239746
	Iteration 6F: 3 clusters Score -2307526 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2308726.750000 Penalty: 3264.239746
	Iteration 7F: 3 clusters Score -2308727 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2309600.750000 Penalty: 3264.239746
	Iteration 8Q: 3 clusters Score -2309601 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2310201.750000 Penalty: 3264.239746
	Iteration 9Q: 3 clusters Score -2310202 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2310627.500000 Penalty: 3264.239746
	Iteration 10Q: 3 clusters Score -2310628 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2311023.000000 Penalty: 3264.239746
	Iteration 11Q: 3 clusters Score -2311023 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2311411.250000 Penalty: 3264.239746
	Iteration 12Q: 3 clusters Score -2311411 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2311616.250000 Penalty: 3264.239746
	Iteration 13Q: 3 clusters Score -2311616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2311755.000000 Penalty: 3264.239746
	Iteration 14Q: 3 clusters Score -2311755 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2311849.750000 Penalty: 3264.239746
	Iteration 15Q: 3 clusters Score -2311850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2311888.750000 Penalty: 3264.239746
	Iteration 16Q: 3 clusters Score -2311889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2311912.500000 Penalty: 3264.239746
	Iteration 17Q: 3 clusters Score -2311912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2311916.250000 Penalty: 3264.239746
	Iteration 18Q: 3 clusters Score -2311916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2311929.000000 Penalty: 3264.239746
	Iteration 19Q: 3 clusters Score -2311929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2311939.500000 Penalty: 3264.239746
	Iteration 20F: 3 clusters Score -2311940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2311942.500000 Penalty: 3264.239746
	Iteration 21Q: 3 clusters Score -2311942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2311942.500000 Penalty: 3264.239746
	Iteration 22Q: 3 clusters Score -2311942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2311944.000000 Penalty: 3264.239746
	Iteration 23Q: 3 clusters Score -2311944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2311942.000000 Penalty: 3264.239746
	Iteration 24Q: 3 clusters Score -2311942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2311948.250000 Penalty: 3264.239746
	Iteration 25Q: 3 clusters Score -2311948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2311952.250000 Penalty: 3264.239746
	Iteration 26Q: 3 clusters Score -2311952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2311950.500000 Penalty: 3264.239746
	Iteration 27Q: 3 clusters Score -2311950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2311951.750000 Penalty: 3264.239746
	Iteration 28Q: 3 clusters Score -2311952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2311954.500000 Penalty: 3264.239746
	Iteration 29Q: 3 clusters Score -2311954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2311951.250000 Penalty: 3264.239746
	Iteration 30Q: 3 clusters Score -2311951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2311952.000000 Penalty: 3264.239746
	Iteration 31Q: 3 clusters Score -2311952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2311952.000000 Penalty: 3264.239746
	Iteration 32F: 3 clusters Score -2311952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 4588 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Entering Unmasked Estep 
Score: -54930944.000000 Penalty: 77399.132812
Splitting cluster 15 changes total score from -54930740.000000 to -54930944.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (16165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Entering Unmasked Estep 
Score: -1625360.375000 Penalty: 1574.723022
	Iteration 0F: 2 clusters Score -1625360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1614114.250000 Penalty: 3149.446045
	Iteration 0F: 3 clusters Score -1614114 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1618254.500000 Penalty: 3149.446045
	Iteration 1F: 3 clusters Score -1618254 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1618819.500000 Penalty: 3149.446045
	Iteration 2F: 3 clusters Score -1618820 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1619482.250000 Penalty: 3149.446045
	Iteration 3F: 3 clusters Score -1619482 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1620231.875000 Penalty: 3149.446045
	Iteration 4F: 3 clusters Score -1620232 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1621124.625000 Penalty: 3149.446045
	Iteration 5F: 3 clusters Score -1621125 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1622122.875000 Penalty: 3149.446045
	Iteration 6F: 3 clusters Score -1622123 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1622989.250000 Penalty: 3149.446045
	Iteration 7F: 3 clusters Score -1622989 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1623543.375000 Penalty: 3149.446045
	Iteration 8F: 3 clusters Score -1623543 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1623878.125000 Penalty: 3149.446045
	Iteration 9Q: 3 clusters Score -1623878 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1624126.125000 Penalty: 3149.446045
	Iteration 10Q: 3 clusters Score -1624126 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1624301.625000 Penalty: 3149.446045
	Iteration 11Q: 3 clusters Score -1624302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1624445.125000 Penalty: 3149.446045
	Iteration 12Q: 3 clusters Score -1624445 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1624559.250000 Penalty: 3149.446045
	Iteration 13Q: 3 clusters Score -1624559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1624632.375000 Penalty: 3149.446045
	Iteration 14Q: 3 clusters Score -1624632 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1624685.125000 Penalty: 3149.446045
	Iteration 15Q: 3 clusters Score -1624685 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1624707.875000 Penalty: 3149.446045
	Iteration 16Q: 3 clusters Score -1624708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1624731.375000 Penalty: 3149.446045
	Iteration 17Q: 3 clusters Score -1624731 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1624745.375000 Penalty: 3149.446045
	Iteration 18Q: 3 clusters Score -1624745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1624764.500000 Penalty: 3149.446045
	Iteration 19Q: 3 clusters Score -1624764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1624770.000000 Penalty: 3149.446045
	Iteration 20F: 3 clusters Score -1624770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1624780.500000 Penalty: 3149.446045
	Iteration 21Q: 3 clusters Score -1624780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1624788.875000 Penalty: 3149.446045
	Iteration 22Q: 3 clusters Score -1624789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1624790.625000 Penalty: 3149.446045
	Iteration 23Q: 3 clusters Score -1624791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1624793.125000 Penalty: 3149.446045
	Iteration 24Q: 3 clusters Score -1624793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1624801.875000 Penalty: 3149.446045
	Iteration 25Q: 3 clusters Score -1624802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1624807.750000 Penalty: 3149.446045
	Iteration 26Q: 3 clusters Score -1624808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1624814.375000 Penalty: 3149.446045
	Iteration 27Q: 3 clusters Score -1624814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1624815.625000 Penalty: 3149.446045
	Iteration 28Q: 3 clusters Score -1624816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1624819.500000 Penalty: 3149.446045
	Iteration 29Q: 3 clusters Score -1624820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1624821.875000 Penalty: 3149.446045
	Iteration 30Q: 3 clusters Score -1624822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1624821.000000 Penalty: 3149.446045
	Iteration 31Q: 3 clusters Score -1624821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1624826.750000 Penalty: 3149.446045
	Iteration 32Q: 3 clusters Score -1624827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1624830.375000 Penalty: 3149.446045
	Iteration 33Q: 3 clusters Score -1624830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1624832.375000 Penalty: 3149.446045
	Iteration 34Q: 3 clusters Score -1624832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1624839.750000 Penalty: 3149.446045
	Iteration 35Q: 3 clusters Score -1624840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1624843.250000 Penalty: 3149.446045
	Iteration 36Q: 3 clusters Score -1624843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1624849.875000 Penalty: 3149.446045
	Iteration 37Q: 3 clusters Score -1624850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1624856.875000 Penalty: 3149.446045
	Iteration 38Q: 3 clusters Score -1624857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1624860.500000 Penalty: 3149.446045
	Iteration 39Q: 3 clusters Score -1624860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1624863.000000 Penalty: 3149.446045
	Iteration 40F: 3 clusters Score -1624863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1624863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1624863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1624868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1624872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1624869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1624870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1624872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1624872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1624874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1624876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1624877 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1624878 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1624875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1624874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1624880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1624881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1624883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1624883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1624884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1624886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1624887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1624888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1624890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1624888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1624885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1624896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1624900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1624902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1624902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1624902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1624901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1624906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1624905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1624907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1624912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1624911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1624914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1624915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1624923.000000 Penalty: 3149.446045
	Iteration 79Q: 3 clusters Score -1624923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1624919.375000 Penalty: 3149.446045
	Iteration 80F: 3 clusters Score -1624919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1624924.750000 Penalty: 3149.446045
	Iteration 81Q: 3 clusters Score -1624925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1624926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1624925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1624925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1624925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1624928.000000 Penalty: 3149.446045
	Iteration 86Q: 3 clusters Score -1624928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1624931.875000 Penalty: 3149.446045
	Iteration 87Q: 3 clusters Score -1624932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1624929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1624932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1624934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1624935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1624937 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1624939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1624934 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1624947 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1624947 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1624948 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7460 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1624951 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1624953 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1624960 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1624964 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1624968 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1624977.625000 Penalty: 3149.446045
	Iteration 103Q: 3 clusters Score -1624978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1624986 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1624986 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1624996 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1625006 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1625009 nChanged 57
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Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1625016 nChanged 43
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Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1625023 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1625032 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1625038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1625040 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1625045.750000 Penalty: 3149.446045
	Iteration 114Q: 3 clusters Score -1625046 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1625049.000000 Penalty: 3149.446045
	Iteration 115Q: 3 clusters Score -1625049 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1625046 nChanged 31
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1625055 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1625055 nChanged 23
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Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1625059 nChanged 27
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1625064 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1625068 nChanged 28
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Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1625070 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1625072 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1625074 nChanged 25
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Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1625079.625000 Penalty: 3149.446045
	Iteration 125Q: 3 clusters Score -1625080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1625085 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1625087.000000 Penalty: 3149.446045
	Iteration 127Q: 3 clusters Score -1625087 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1625086 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1625086 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1625089 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1625093.500000 Penalty: 3149.446045
	Iteration 131Q: 3 clusters Score -1625094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1625097.125000 Penalty: 3149.446045
	Iteration 132Q: 3 clusters Score -1625097 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1625099.000000 Penalty: 3149.446045
	Iteration 133Q: 3 clusters Score -1625099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1625104.500000 Penalty: 3149.446045
	Iteration 134Q: 3 clusters Score -1625104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1625104.500000 Penalty: 3149.446045
	Iteration 135Q: 3 clusters Score -1625104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1625111.750000 Penalty: 3149.446045
	Iteration 136Q: 3 clusters Score -1625112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1625116.750000 Penalty: 3149.446045
	Iteration 137Q: 3 clusters Score -1625117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1625116.000000 Penalty: 3149.446045
	Iteration 138Q: 3 clusters Score -1625116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1625119.750000 Penalty: 3149.446045
	Iteration 139Q: 3 clusters Score -1625120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1625121.250000 Penalty: 3149.446045
	Iteration 140F: 3 clusters Score -1625121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1625120.875000 Penalty: 3149.446045
	Iteration 141Q: 3 clusters Score -1625121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1625131.625000 Penalty: 3149.446045
	Iteration 142Q: 3 clusters Score -1625132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1625130.250000 Penalty: 3149.446045
	Iteration 143Q: 3 clusters Score -1625130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1625133.750000 Penalty: 3149.446045
	Iteration 144Q: 3 clusters Score -1625134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1625134.000000 Penalty: 3149.446045
	Iteration 145Q: 3 clusters Score -1625134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1625128.250000 Penalty: 3149.446045
	Iteration 146Q: 3 clusters Score -1625128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1625132.875000 Penalty: 3149.446045
	Iteration 147Q: 3 clusters Score -1625133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1625135.125000 Penalty: 3149.446045
	Iteration 148Q: 3 clusters Score -1625135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1625135.875000 Penalty: 3149.446045
	Iteration 149Q: 3 clusters Score -1625136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1625136.375000 Penalty: 3149.446045
	Iteration 150Q: 3 clusters Score -1625136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1625139.875000 Penalty: 3149.446045
	Iteration 151Q: 3 clusters Score -1625140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1625141.625000 Penalty: 3149.446045
	Iteration 152Q: 3 clusters Score -1625142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1625138.625000 Penalty: 3149.446045
	Iteration 153Q: 3 clusters Score -1625139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1625140.250000 Penalty: 3149.446045
	Iteration 154Q: 3 clusters Score -1625140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1625139.500000 Penalty: 3149.446045
	Iteration 155Q: 3 clusters Score -1625140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1625140.625000 Penalty: 3149.446045
	Iteration 156Q: 3 clusters Score -1625141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1625141.750000 Penalty: 3149.446045
	Iteration 157Q: 3 clusters Score -1625142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1625138.750000 Penalty: 3149.446045
	Iteration 158Q: 3 clusters Score -1625139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1625141.000000 Penalty: 3149.446045
	Iteration 159Q: 3 clusters Score -1625141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1625141.500000 Penalty: 3149.446045
	Iteration 160F: 3 clusters Score -1625142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1625140.875000 Penalty: 3149.446045
	Iteration 161Q: 3 clusters Score -1625141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1625139.875000 Penalty: 3149.446045
	Iteration 162Q: 3 clusters Score -1625140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1625141.625000 Penalty: 3149.446045
	Iteration 163Q: 3 clusters Score -1625142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1625142.500000 Penalty: 3149.446045
	Iteration 164Q: 3 clusters Score -1625142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1625144.125000 Penalty: 3149.446045
	Iteration 165Q: 3 clusters Score -1625144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1625144.125000 Penalty: 3149.446045
	Iteration 166F: 3 clusters Score -1625144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1208068.000000 Penalty: 1526.036499
	Iteration 0F: 2 clusters Score -1208068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1199644.750000 Penalty: 3052.072998
	Iteration 0F: 3 clusters Score -1199645 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1202468.250000 Penalty: 3052.072998
	Iteration 1F: 3 clusters Score -1202468 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1202714.750000 Penalty: 3052.072998
	Iteration 2F: 3 clusters Score -1202715 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1202953.500000 Penalty: 3052.072998
	Iteration 3Q: 3 clusters Score -1202954 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1203188.750000 Penalty: 3052.072998
	Iteration 4Q: 3 clusters Score -1203189 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1203470.375000 Penalty: 3052.072998
	Iteration 5Q: 3 clusters Score -1203470 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1203848.625000 Penalty: 3052.072998
	Iteration 6F: 3 clusters Score -1203849 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1204325.000000 Penalty: 3052.072998
	Iteration 7F: 3 clusters Score -1204325 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1204901.125000 Penalty: 3052.072998
	Iteration 8F: 3 clusters Score -1204901 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1205508.125000 Penalty: 3052.072998
	Iteration 9F: 3 clusters Score -1205508 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1205963.625000 Penalty: 3052.072998
	Iteration 10Q: 3 clusters Score -1205964 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1206244.625000 Penalty: 3052.072998
	Iteration 11Q: 3 clusters Score -1206245 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1206418.375000 Penalty: 3052.072998
	Iteration 12Q: 3 clusters Score -1206418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1206529.375000 Penalty: 3052.072998
	Iteration 13Q: 3 clusters Score -1206529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1206585.250000 Penalty: 3052.072998
	Iteration 14Q: 3 clusters Score -1206585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1206627.875000 Penalty: 3052.072998
	Iteration 15Q: 3 clusters Score -1206628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1206660.125000 Penalty: 3052.072998
	Iteration 16Q: 3 clusters Score -1206660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1206682.750000 Penalty: 3052.072998
	Iteration 17Q: 3 clusters Score -1206683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1206709.500000 Penalty: 3052.072998
	Iteration 18Q: 3 clusters Score -1206710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1206724.125000 Penalty: 3052.072998
	Iteration 19Q: 3 clusters Score -1206724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1206742.750000 Penalty: 3052.072998
	Iteration 20F: 3 clusters Score -1206743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1206756.000000 Penalty: 3052.072998
	Iteration 21Q: 3 clusters Score -1206756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1206763.375000 Penalty: 3052.072998
	Iteration 22Q: 3 clusters Score -1206763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1206775.625000 Penalty: 3052.072998
	Iteration 23Q: 3 clusters Score -1206776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1206783.125000 Penalty: 3052.072998
	Iteration 24Q: 3 clusters Score -1206783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1206789.875000 Penalty: 3052.072998
	Iteration 25Q: 3 clusters Score -1206790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1206796.125000 Penalty: 3052.072998
	Iteration 26Q: 3 clusters Score -1206796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1206800.250000 Penalty: 3052.072998
	Iteration 27Q: 3 clusters Score -1206800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1206809.750000 Penalty: 3052.072998
	Iteration 28Q: 3 clusters Score -1206810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1206811.375000 Penalty: 3052.072998
	Iteration 29Q: 3 clusters Score -1206811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1206815.625000 Penalty: 3052.072998
	Iteration 30Q: 3 clusters Score -1206816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1206817.375000 Penalty: 3052.072998
	Iteration 31Q: 3 clusters Score -1206817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1206820.375000 Penalty: 3052.072998
	Iteration 32Q: 3 clusters Score -1206820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1206819.875000 Penalty: 3052.072998
	Iteration 33Q: 3 clusters Score -1206820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1206819.875000 Penalty: 3052.072998
	Iteration 34F: 3 clusters Score -1206820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Entering Unmasked Estep 
Score: -1951035.875000 Penalty: 1603.266113
	Iteration 0F: 2 clusters Score -1951036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1937925.375000 Penalty: 3206.532227
	Iteration 0F: 3 clusters Score -1937925 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1942887.375000 Penalty: 3206.532227
	Iteration 1F: 3 clusters Score -1942887 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1943443.000000 Penalty: 3206.532227
	Iteration 2F: 3 clusters Score -1943443 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1943981.000000 Penalty: 3206.532227
	Iteration 3F: 3 clusters Score -1943981 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1944477.875000 Penalty: 3206.532227
	Iteration 4F: 3 clusters Score -1944478 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1944995.750000 Penalty: 3206.532227
	Iteration 5F: 3 clusters Score -1944996 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1945477.125000 Penalty: 3206.532227
	Iteration 6F: 3 clusters Score -1945477 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1945863.875000 Penalty: 3206.532227
	Iteration 7Q: 3 clusters Score -1945864 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1946225.125000 Penalty: 3206.532227
	Iteration 8Q: 3 clusters Score -1946225 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1946538.875000 Penalty: 3206.532227
	Iteration 9Q: 3 clusters Score -1946539 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1946796.625000 Penalty: 3206.532227
	Iteration 10Q: 3 clusters Score -1946797 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1947033.125000 Penalty: 3206.532227
	Iteration 11Q: 3 clusters Score -1947033 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1947232.625000 Penalty: 3206.532227
	Iteration 12Q: 3 clusters Score -1947233 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1947411.250000 Penalty: 3206.532227
	Iteration 13Q: 3 clusters Score -1947411 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1947549.625000 Penalty: 3206.532227
	Iteration 14Q: 3 clusters Score -1947550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1947661.875000 Penalty: 3206.532227
	Iteration 15Q: 3 clusters Score -1947662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1947764.125000 Penalty: 3206.532227
	Iteration 16Q: 3 clusters Score -1947764 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1947877.375000 Penalty: 3206.532227
	Iteration 17Q: 3 clusters Score -1947877 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1947970.875000 Penalty: 3206.532227
	Iteration 18Q: 3 clusters Score -1947971 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1948057.625000 Penalty: 3206.532227
	Iteration 19Q: 3 clusters Score -1948058 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1948124.125000 Penalty: 3206.532227
	Iteration 20F: 3 clusters Score -1948124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1948195.750000 Penalty: 3206.532227
	Iteration 21Q: 3 clusters Score -1948196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1948258.500000 Penalty: 3206.532227
	Iteration 22Q: 3 clusters Score -1948258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1948306.125000 Penalty: 3206.532227
	Iteration 23Q: 3 clusters Score -1948306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1948364.250000 Penalty: 3206.532227
	Iteration 24Q: 3 clusters Score -1948364 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1948421.250000 Penalty: 3206.532227
	Iteration 25Q: 3 clusters Score -1948421 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1948488.375000 Penalty: 3206.532227
	Iteration 26Q: 3 clusters Score -1948488 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1948548.250000 Penalty: 3206.532227
	Iteration 27Q: 3 clusters Score -1948548 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1948613.875000 Penalty: 3206.532227
	Iteration 28Q: 3 clusters Score -1948614 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1948670.875000 Penalty: 3206.532227
	Iteration 29Q: 3 clusters Score -1948671 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1948702.250000 Penalty: 3206.532227
	Iteration 30Q: 3 clusters Score -1948702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1948744.375000 Penalty: 3206.532227
	Iteration 31Q: 3 clusters Score -1948744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1948786.750000 Penalty: 3206.532227
	Iteration 32Q: 3 clusters Score -1948787 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1948817.500000 Penalty: 3206.532227
	Iteration 33Q: 3 clusters Score -1948818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1948845.625000 Penalty: 3206.532227
	Iteration 34Q: 3 clusters Score -1948846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1948863.500000 Penalty: 3206.532227
	Iteration 35Q: 3 clusters Score -1948864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1948884.875000 Penalty: 3206.532227
	Iteration 36Q: 3 clusters Score -1948885 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1948898.125000 Penalty: 3206.532227
	Iteration 37Q: 3 clusters Score -1948898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1948908.000000 Penalty: 3206.532227
	Iteration 38Q: 3 clusters Score -1948908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1948922.250000 Penalty: 3206.532227
	Iteration 39Q: 3 clusters Score -1948922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1948935.250000 Penalty: 3206.532227
	Iteration 40F: 3 clusters Score -1948935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1948946.000000 Penalty: 3206.532227
	Iteration 41Q: 3 clusters Score -1948946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1948955.750000 Penalty: 3206.532227
	Iteration 42Q: 3 clusters Score -1948956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1948970.500000 Penalty: 3206.532227
	Iteration 43Q: 3 clusters Score -1948970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1948994.125000 Penalty: 3206.532227
	Iteration 44Q: 3 clusters Score -1948994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1949010.000000 Penalty: 3206.532227
	Iteration 45Q: 3 clusters Score -1949010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1949025.500000 Penalty: 3206.532227
	Iteration 46Q: 3 clusters Score -1949026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1949035.750000 Penalty: 3206.532227
	Iteration 47Q: 3 clusters Score -1949036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1949063.250000 Penalty: 3206.532227
	Iteration 48Q: 3 clusters Score -1949063 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1949088.750000 Penalty: 3206.532227
	Iteration 49Q: 3 clusters Score -1949089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1949111.250000 Penalty: 3206.532227
	Iteration 50Q: 3 clusters Score -1949111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1949128.750000 Penalty: 3206.532227
	Iteration 51Q: 3 clusters Score -1949129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1949153.250000 Penalty: 3206.532227
	Iteration 52Q: 3 clusters Score -1949153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1949184.375000 Penalty: 3206.532227
	Iteration 53Q: 3 clusters Score -1949184 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1949220.500000 Penalty: 3206.532227
	Iteration 54Q: 3 clusters Score -1949220 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1949267.000000 Penalty: 3206.532227
	Iteration 55Q: 3 clusters Score -1949267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1949299.500000 Penalty: 3206.532227
	Iteration 56Q: 3 clusters Score -1949300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1949337.375000 Penalty: 3206.532227
	Iteration 57Q: 3 clusters Score -1949337 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1949383.875000 Penalty: 3206.532227
	Iteration 58Q: 3 clusters Score -1949384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1949429.500000 Penalty: 3206.532227
	Iteration 59Q: 3 clusters Score -1949430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1949464.375000 Penalty: 3206.532227
	Iteration 60F: 3 clusters Score -1949464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1949500.625000 Penalty: 3206.532227
	Iteration 61Q: 3 clusters Score -1949501 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1949531.125000 Penalty: 3206.532227
	Iteration 62Q: 3 clusters Score -1949531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1949574.125000 Penalty: 3206.532227
	Iteration 63Q: 3 clusters Score -1949574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1949613.625000 Penalty: 3206.532227
	Iteration 64Q: 3 clusters Score -1949614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1949654.625000 Penalty: 3206.532227
	Iteration 65Q: 3 clusters Score -1949655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1949692.625000 Penalty: 3206.532227
	Iteration 66Q: 3 clusters Score -1949693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1949734.875000 Penalty: 3206.532227
	Iteration 67Q: 3 clusters Score -1949735 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1949779.500000 Penalty: 3206.532227
	Iteration 68Q: 3 clusters Score -1949780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1949798.000000 Penalty: 3206.532227
	Iteration 69Q: 3 clusters Score -1949798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1949820.000000 Penalty: 3206.532227
	Iteration 70Q: 3 clusters Score -1949820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1949836.875000 Penalty: 3206.532227
	Iteration 71Q: 3 clusters Score -1949837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1949867.625000 Penalty: 3206.532227
	Iteration 72Q: 3 clusters Score -1949868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1949885.125000 Penalty: 3206.532227
	Iteration 73Q: 3 clusters Score -1949885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1949910.375000 Penalty: 3206.532227
	Iteration 74Q: 3 clusters Score -1949910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1949939.125000 Penalty: 3206.532227
	Iteration 75Q: 3 clusters Score -1949939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1949961.625000 Penalty: 3206.532227
	Iteration 76Q: 3 clusters Score -1949962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1949985.750000 Penalty: 3206.532227
	Iteration 77Q: 3 clusters Score -1949986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1950002.750000 Penalty: 3206.532227
	Iteration 78Q: 3 clusters Score -1950003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1950030.375000 Penalty: 3206.532227
	Iteration 79Q: 3 clusters Score -1950030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1950045.375000 Penalty: 3206.532227
	Iteration 80F: 3 clusters Score -1950045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1950064.375000 Penalty: 3206.532227
	Iteration 81Q: 3 clusters Score -1950064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1950080.500000 Penalty: 3206.532227
	Iteration 82Q: 3 clusters Score -1950080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1950087.875000 Penalty: 3206.532227
	Iteration 83Q: 3 clusters Score -1950088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1950089.250000 Penalty: 3206.532227
	Iteration 84Q: 3 clusters Score -1950089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1950093.875000 Penalty: 3206.532227
	Iteration 85Q: 3 clusters Score -1950094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1950099.875000 Penalty: 3206.532227
	Iteration 86Q: 3 clusters Score -1950100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1950097.250000 Penalty: 3206.532227
	Iteration 87Q: 3 clusters Score -1950097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1950110.500000 Penalty: 3206.532227
	Iteration 88Q: 3 clusters Score -1950110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1950112.125000 Penalty: 3206.532227
	Iteration 89Q: 3 clusters Score -1950112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1950120.750000 Penalty: 3206.532227
	Iteration 90Q: 3 clusters Score -1950121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1950123.375000 Penalty: 3206.532227
	Iteration 91Q: 3 clusters Score -1950123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1950125.125000 Penalty: 3206.532227
	Iteration 92Q: 3 clusters Score -1950125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1950129.500000 Penalty: 3206.532227
	Iteration 93Q: 3 clusters Score -1950130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1950133.875000 Penalty: 3206.532227
	Iteration 94Q: 3 clusters Score -1950134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1950135.750000 Penalty: 3206.532227
	Iteration 95Q: 3 clusters Score -1950136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1950136.750000 Penalty: 3206.532227
	Iteration 96Q: 3 clusters Score -1950137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1950143.000000 Penalty: 3206.532227
	Iteration 97Q: 3 clusters Score -1950143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1950140.500000 Penalty: 3206.532227
	Iteration 98Q: 3 clusters Score -1950140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1950142.000000 Penalty: 3206.532227
	Iteration 99Q: 3 clusters Score -1950142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1950143.375000 Penalty: 3206.532227
	Iteration 100F: 3 clusters Score -1950143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1950140.875000 Penalty: 3206.532227
	Iteration 101Q: 3 clusters Score -1950141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1950145.250000 Penalty: 3206.532227
	Iteration 102Q: 3 clusters Score -1950145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1950147.000000 Penalty: 3206.532227
	Iteration 103Q: 3 clusters Score -1950147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1950148.000000 Penalty: 3206.532227
	Iteration 104Q: 3 clusters Score -1950148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1950147.125000 Penalty: 3206.532227
	Iteration 105Q: 3 clusters Score -1950147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1950147.375000 Penalty: 3206.532227
	Iteration 106Q: 3 clusters Score -1950147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1950147.375000 Penalty: 3206.532227
	Iteration 107F: 3 clusters Score -1950147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -192991.718750 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -192991.7 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 1015 members 
Entering Unmasked Estep 
Score: -190939.921875 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -190939.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -191366.015625 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -191366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -191480.375000 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -191480.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -191544.062500 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -191544.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -191571.343750 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -191571.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -191591.359375 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -191591.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -191610.312500 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -191610.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -191622.812500 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -191622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -191631.046875 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -191631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -191641.687500 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -191641.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -191649.781250 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -191649.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -191656.750000 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -191656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -191660.531250 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -191660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -191666.640625 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -191666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -191673.578125 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -191673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -191682.328125 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -191682.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -191697.359375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -191697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -191712.234375 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -191712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -191723.859375 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -191723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -191734.953125 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -191735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -191749.328125 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -191749.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -191757.406250 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -191757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -191765.468750 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -191765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -191771.359375 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -191771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -191774.093750 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -191774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -191774.093750 Penalty: 2463.395752
	Iteration 25F: 3 clusters Score -191774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -239742.828125 Penalty: 1264.231323
	Iteration 0F: 2 clusters Score -239742.8 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 1209 members 
Entering Unmasked Estep 
Score: -237378.578125 Penalty: 2528.462646
	Iteration 0F: 3 clusters Score -237378.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -237925.031250 Penalty: 2528.462646
	Iteration 1F: 3 clusters Score -237925 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -238070.984375 Penalty: 2528.462646
	Iteration 2F: 3 clusters Score -238071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -238158.171875 Penalty: 2528.462646
	Iteration 3Q: 3 clusters Score -238158.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -238225.812500 Penalty: 2528.462646
	Iteration 4Q: 3 clusters Score -238225.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -238286.062500 Penalty: 2528.462646
	Iteration 5Q: 3 clusters Score -238286.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -238353.531250 Penalty: 2528.462646
	Iteration 6Q: 3 clusters Score -238353.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -238411.500000 Penalty: 2528.462646
	Iteration 7Q: 3 clusters Score -238411.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -238497.375000 Penalty: 2528.462646
	Iteration 8Q: 3 clusters Score -238497.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -238625.859375 Penalty: 2528.462646
	Iteration 9Q: 3 clusters Score -238625.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -238828.265625 Penalty: 2528.462646
	Iteration 10Q: 3 clusters Score -238828.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -239129.468750 Penalty: 2528.462646
	Iteration 11F: 3 clusters Score -239129.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239394.718750 Penalty: 2528.462646
	Iteration 12F: 3 clusters Score -239394.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -239627.125000 Penalty: 2528.462646
	Iteration 13F: 3 clusters Score -239627.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -239860.421875 Penalty: 2528.462646
	Iteration 14Q: 3 clusters Score -239860.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -239988.984375 Penalty: 2528.462646
	Iteration 15Q: 3 clusters Score -239989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -240054.015625 Penalty: 2528.462646
	Iteration 16Q: 3 clusters Score -240054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240079.453125 Penalty: 2528.462646
	Iteration 17Q: 3 clusters Score -240079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -240088.562500 Penalty: 2528.462646
	Iteration 18Q: 3 clusters Score -240088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -240095.406250 Penalty: 2528.462646
	Iteration 19Q: 3 clusters Score -240095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -240097.875000 Penalty: 2528.462646
	Iteration 20F: 3 clusters Score -240097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -240101.343750 Penalty: 2528.462646
	Iteration 21Q: 3 clusters Score -240101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -240102.578125 Penalty: 2528.462646
	Iteration 22Q: 3 clusters Score -240102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -240102.578125 Penalty: 2528.462646
	Iteration 23F: 3 clusters Score -240102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 4588 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 926 members 
Entering Unmasked Estep 
Score: -54930376.000000 Penalty: 79549.101562
Splitting cluster 20 changes total score from -54930740.000000 to -54930376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (62297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Entering Unmasked Estep 
Score: -6380784.000000 Penalty: 1793.946045
	Iteration 0F: 2 clusters Score -6380784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6339230.500000 Penalty: 3587.892090
	Iteration 0F: 3 clusters Score -6339230 nChanged 29327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -6355963.500000 Penalty: 3587.892090
	Iteration 1F: 3 clusters Score -6355964 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6356689.000000 Penalty: 3587.892090
	Iteration 2Q: 3 clusters Score -6356689 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -6357836.000000 Penalty: 3587.892090
	Iteration 3Q: 3 clusters Score -6357836 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -6359390.500000 Penalty: 3587.892090
	Iteration 4F: 3 clusters Score -6359390 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -6361576.000000 Penalty: 3587.892090
	Iteration 5F: 3 clusters Score -6361576 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -6364325.000000 Penalty: 3587.892090
	Iteration 6F: 3 clusters Score -6364325 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6367269.000000 Penalty: 3587.892090
	Iteration 7F: 3 clusters Score -6367269 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6369999.000000 Penalty: 3587.892090
	Iteration 8F: 3 clusters Score -6369999 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -6372377.500000 Penalty: 3587.892090
	Iteration 9F: 3 clusters Score -6372378 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -6374459.500000 Penalty: 3587.892090
	Iteration 10Q: 3 clusters Score -6374460 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -6376132.000000 Penalty: 3587.892090
	Iteration 11Q: 3 clusters Score -6376132 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -6377485.500000 Penalty: 3587.892090
	Iteration 12Q: 3 clusters Score -6377486 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -6378342.500000 Penalty: 3587.892090
	Iteration 13Q: 3 clusters Score -6378342 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -6378854.500000 Penalty: 3587.892090
	Iteration 14Q: 3 clusters Score -6378854 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -6379065.500000 Penalty: 3587.892090
	Iteration 15Q: 3 clusters Score -6379066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -6379230.500000 Penalty: 3587.892090
	Iteration 16Q: 3 clusters Score -6379230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -6379320.500000 Penalty: 3587.892090
	Iteration 17Q: 3 clusters Score -6379320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -6379392.500000 Penalty: 3587.892090
	Iteration 18Q: 3 clusters Score -6379392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -6379423.500000 Penalty: 3587.892090
	Iteration 19Q: 3 clusters Score -6379424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -6379441.000000 Penalty: 3587.892090
	Iteration 20F: 3 clusters Score -6379441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -6379452.500000 Penalty: 3587.892090
	Iteration 21Q: 3 clusters Score -6379452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -6379467.000000 Penalty: 3587.892090
	Iteration 22Q: 3 clusters Score -6379467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -6379481.000000 Penalty: 3587.892090
	Iteration 23Q: 3 clusters Score -6379481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -6379491.000000 Penalty: 3587.892090
	Iteration 24Q: 3 clusters Score -6379491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -6379492.500000 Penalty: 3587.892090
	Iteration 25Q: 3 clusters Score -6379492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -6379491.000000 Penalty: 3587.892090
	Iteration 26Q: 3 clusters Score -6379491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -6379494.500000 Penalty: 3587.892090
	Iteration 27Q: 3 clusters Score -6379494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -6379496.000000 Penalty: 3587.892090
	Iteration 28Q: 3 clusters Score -6379496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -6379499.500000 Penalty: 3587.892090
	Iteration 29Q: 3 clusters Score -6379500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -6379502.500000 Penalty: 3587.892090
	Iteration 30Q: 3 clusters Score -6379502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -6379500.000000 Penalty: 3587.892090
	Iteration 31Q: 3 clusters Score -6379500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 61305 members 
Entering Unmasked Estep 
Score: -6379500.000000 Penalty: 3587.892090
	Iteration 32F: 3 clusters Score -6379500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -217263.484375 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -217263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -215016.296875 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -215016.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -215516.984375 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -215517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215668.953125 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -215669 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -215774.234375 Penalty: 2504.795410
	Iteration 3F: 3 clusters Score -215774.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -215848.656250 Penalty: 2504.795410
	Iteration 4Q: 3 clusters Score -215848.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215918.546875 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -215918.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215991.531250 Penalty: 2504.795410
	Iteration 6Q: 3 clusters Score -215991.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -216077.921875 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -216077.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -216197.296875 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -216197.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -216284.156250 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -216284.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -216335.937500 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -216335.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -216361.390625 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -216361.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -216377.828125 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -216377.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -216394.718750 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -216394.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -216424.453125 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -216424.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -216445.203125 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -216445.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -216463.078125 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -216463.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -216477.156250 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -216477.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -216487.015625 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -216487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -216492.562500 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -216492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216500.625000 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -216500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -216511.234375 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -216511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216524.562500 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -216524.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -216543.359375 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -216543.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -216560.203125 Penalty: 2504.795410
	Iteration 24Q: 3 clusters Score -216560.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -216568.203125 Penalty: 2504.795410
	Iteration 25Q: 3 clusters Score -216568.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -216572.015625 Penalty: 2504.795410
	Iteration 26Q: 3 clusters Score -216572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -216574.093750 Penalty: 2504.795410
	Iteration 27Q: 3 clusters Score -216574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -216576.312500 Penalty: 2504.795410
	Iteration 28Q: 3 clusters Score -216576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -216576.953125 Penalty: 2504.795410
	Iteration 29Q: 3 clusters Score -216577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -216578.750000 Penalty: 2504.795410
	Iteration 30Q: 3 clusters Score -216578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -216583.812500 Penalty: 2504.795410
	Iteration 31Q: 3 clusters Score -216583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -216594.937500 Penalty: 2504.795410
	Iteration 32Q: 3 clusters Score -216594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -216616.593750 Penalty: 2504.795410
	Iteration 33Q: 3 clusters Score -216616.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -216660.687500 Penalty: 2504.795410
	Iteration 34Q: 3 clusters Score -216660.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -216709.421875 Penalty: 2504.795410
	Iteration 35Q: 3 clusters Score -216709.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -216762.625000 Penalty: 2504.795410
	Iteration 36Q: 3 clusters Score -216762.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -216800.250000 Penalty: 2504.795410
	Iteration 37Q: 3 clusters Score -216800.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -216823.250000 Penalty: 2504.795410
	Iteration 38Q: 3 clusters Score -216823.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -216836.890625 Penalty: 2504.795410
	Iteration 39Q: 3 clusters Score -216836.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -216842.437500 Penalty: 2504.795410
	Iteration 40F: 3 clusters Score -216842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216850.421875 Penalty: 2504.795410
	Iteration 41Q: 3 clusters Score -216850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216853.031250 Penalty: 2504.795410
	Iteration 42Q: 3 clusters Score -216853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -216854.546875 Penalty: 2504.795410
	Iteration 43Q: 3 clusters Score -216854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -216855.625000 Penalty: 2504.795410
	Iteration 44Q: 3 clusters Score -216855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -216856.250000 Penalty: 2504.795410
	Iteration 45Q: 3 clusters Score -216856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -216856.906250 Penalty: 2504.795410
	Iteration 46Q: 3 clusters Score -216856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -216857.093750 Penalty: 2504.795410
	Iteration 47Q: 3 clusters Score -216857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -216857.093750 Penalty: 2504.795410
	Iteration 48F: 3 clusters Score -216857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Entering Unmasked Estep 
Score: -4120288.250000 Penalty: 1719.950195
	Iteration 0F: 2 clusters Score -4120288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4093828.000000 Penalty: 3439.900391
	Iteration 0F: 3 clusters Score -4093828 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4104750.000000 Penalty: 3439.900391
	Iteration 1F: 3 clusters Score -4104750 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4105606.500000 Penalty: 3439.900391
	Iteration 2F: 3 clusters Score -4105606 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4106843.750000 Penalty: 3439.900391
	Iteration 3F: 3 clusters Score -4106844 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4108347.750000 Penalty: 3439.900391
	Iteration 4F: 3 clusters Score -4108348 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4110043.750000 Penalty: 3439.900391
	Iteration 5F: 3 clusters Score -4110044 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4111835.750000 Penalty: 3439.900391
	Iteration 6F: 3 clusters Score -4111836 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4113457.000000 Penalty: 3439.900391
	Iteration 7F: 3 clusters Score -4113457 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4114815.250000 Penalty: 3439.900391
	Iteration 8Q: 3 clusters Score -4114815 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -4116003.500000 Penalty: 3439.900391
	Iteration 9Q: 3 clusters Score -4116004 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4116916.250000 Penalty: 3439.900391
	Iteration 10Q: 3 clusters Score -4116916 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4117548.500000 Penalty: 3439.900391
	Iteration 11Q: 3 clusters Score -4117548 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4117960.250000 Penalty: 3439.900391
	Iteration 12Q: 3 clusters Score -4117960 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4118226.000000 Penalty: 3439.900391
	Iteration 13Q: 3 clusters Score -4118226 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4118400.000000 Penalty: 3439.900391
	Iteration 14Q: 3 clusters Score -4118400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4118536.250000 Penalty: 3439.900391
	Iteration 15Q: 3 clusters Score -4118536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -4118613.500000 Penalty: 3439.900391
	Iteration 16Q: 3 clusters Score -4118614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4118664.750000 Penalty: 3439.900391
	Iteration 17Q: 3 clusters Score -4118665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4118699.250000 Penalty: 3439.900391
	Iteration 18Q: 3 clusters Score -4118699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -4118724.000000 Penalty: 3439.900391
	Iteration 19Q: 3 clusters Score -4118724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4118751.750000 Penalty: 3439.900391
	Iteration 20F: 3 clusters Score -4118752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4118763.000000 Penalty: 3439.900391
	Iteration 21Q: 3 clusters Score -4118763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4118786.000000 Penalty: 3439.900391
	Iteration 22Q: 3 clusters Score -4118786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -4118798.250000 Penalty: 3439.900391
	Iteration 23Q: 3 clusters Score -4118798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4118812.250000 Penalty: 3439.900391
	Iteration 24Q: 3 clusters Score -4118812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4118818.250000 Penalty: 3439.900391
	Iteration 25Q: 3 clusters Score -4118818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4118830.500000 Penalty: 3439.900391
	Iteration 26Q: 3 clusters Score -4118830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4118839.750000 Penalty: 3439.900391
	Iteration 27Q: 3 clusters Score -4118840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4118842.500000 Penalty: 3439.900391
	Iteration 28Q: 3 clusters Score -4118842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4118847.000000 Penalty: 3439.900391
	Iteration 29Q: 3 clusters Score -4118847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4118849.750000 Penalty: 3439.900391
	Iteration 30Q: 3 clusters Score -4118850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -4118860.000000 Penalty: 3439.900391
	Iteration 31Q: 3 clusters Score -4118860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4118860.250000 Penalty: 3439.900391
	Iteration 32Q: 3 clusters Score -4118860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4118860.250000 Penalty: 3439.900391
	Iteration 33Q: 3 clusters Score -4118860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4118863.000000 Penalty: 3439.900391
	Iteration 34Q: 3 clusters Score -4118863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4118860.250000 Penalty: 3439.900391
	Iteration 35Q: 3 clusters Score -4118860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4118859.000000 Penalty: 3439.900391
	Iteration 36Q: 3 clusters Score -4118859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -4118859.500000 Penalty: 3439.900391
	Iteration 37Q: 3 clusters Score -4118860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4118860.000000 Penalty: 3439.900391
	Iteration 38Q: 3 clusters Score -4118860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -4118860.000000 Penalty: 3439.900391
	Iteration 39F: 3 clusters Score -4118860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -250219.875000 Penalty: 1304.623901
	Iteration 0F: 2 clusters Score -250219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -247583.062500 Penalty: 2609.247803
	Iteration 0F: 3 clusters Score -247583.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -248602.421875 Penalty: 2609.247803
	Iteration 1F: 3 clusters Score -248602.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -249048.140625 Penalty: 2609.247803
	Iteration 2F: 3 clusters Score -249048.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -249406.828125 Penalty: 2609.247803
	Iteration 3F: 3 clusters Score -249406.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -249596.484375 Penalty: 2609.247803
	Iteration 4F: 3 clusters Score -249596.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -249714.000000 Penalty: 2609.247803
	Iteration 5Q: 3 clusters Score -249714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -249789.296875 Penalty: 2609.247803
	Iteration 6Q: 3 clusters Score -249789.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -249847.328125 Penalty: 2609.247803
	Iteration 7Q: 3 clusters Score -249847.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -249890.250000 Penalty: 2609.247803
	Iteration 8Q: 3 clusters Score -249890.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -249920.250000 Penalty: 2609.247803
	Iteration 9Q: 3 clusters Score -249920.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -249944.453125 Penalty: 2609.247803
	Iteration 10Q: 3 clusters Score -249944.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -249968.671875 Penalty: 2609.247803
	Iteration 11Q: 3 clusters Score -249968.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -249990.812500 Penalty: 2609.247803
	Iteration 12Q: 3 clusters Score -249990.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -250013.531250 Penalty: 2609.247803
	Iteration 13Q: 3 clusters Score -250013.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -250031.015625 Penalty: 2609.247803
	Iteration 14Q: 3 clusters Score -250031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -250049.000000 Penalty: 2609.247803
	Iteration 15Q: 3 clusters Score -250049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -250066.984375 Penalty: 2609.247803
	Iteration 16Q: 3 clusters Score -250067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -250082.234375 Penalty: 2609.247803
	Iteration 17Q: 3 clusters Score -250082.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -250098.390625 Penalty: 2609.247803
	Iteration 18Q: 3 clusters Score -250098.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -250112.156250 Penalty: 2609.247803
	Iteration 19Q: 3 clusters Score -250112.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -250144.171875 Penalty: 2609.247803
	Iteration 20F: 3 clusters Score -250144.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -250184.265625 Penalty: 2609.247803
	Iteration 21Q: 3 clusters Score -250184.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -250224.671875 Penalty: 2609.247803
	Iteration 22Q: 3 clusters Score -250224.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -250263.718750 Penalty: 2609.247803
	Iteration 23Q: 3 clusters Score -250263.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -250301.484375 Penalty: 2609.247803
	Iteration 24Q: 3 clusters Score -250301.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -250335.531250 Penalty: 2609.247803
	Iteration 25Q: 3 clusters Score -250335.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -250364.609375 Penalty: 2609.247803
	Iteration 26Q: 3 clusters Score -250364.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -250420.125000 Penalty: 2609.247803
	Iteration 27Q: 3 clusters Score -250420.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -250455.343750 Penalty: 2609.247803
	Iteration 28Q: 3 clusters Score -250455.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -250488.937500 Penalty: 2609.247803
	Iteration 29Q: 3 clusters Score -250488.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -250524.843750 Penalty: 2609.247803
	Iteration 30Q: 3 clusters Score -250524.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -250562.703125 Penalty: 2609.247803
	Iteration 31Q: 3 clusters Score -250562.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -250589.140625 Penalty: 2609.247803
	Iteration 32Q: 3 clusters Score -250589.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -250607.375000 Penalty: 2609.247803
	Iteration 33Q: 3 clusters Score -250607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -250620.109375 Penalty: 2609.247803
	Iteration 34Q: 3 clusters Score -250620.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -250624.562500 Penalty: 2609.247803
	Iteration 35Q: 3 clusters Score -250624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -250627.953125 Penalty: 2609.247803
	Iteration 36Q: 3 clusters Score -250628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -250628.968750 Penalty: 2609.247803
	Iteration 37Q: 3 clusters Score -250629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -250629.812500 Penalty: 2609.247803
	Iteration 38Q: 3 clusters Score -250629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -250629.812500 Penalty: 2609.247803
	Iteration 39F: 3 clusters Score -250629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 1372 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 4588 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 1695 members 
Entering Unmasked Estep 
Score: -54930588.000000 Penalty: 79549.101562
Splitting cluster 24 changes total score from -54930740.000000 to -54930588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -551911.187500 Penalty: 1403.125854
	Iteration 0F: 2 clusters Score -551911.2 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 2772 members 
Entering Unmasked Estep 
Score: -547556.000000 Penalty: 2806.251709
	Iteration 0F: 3 clusters Score -547556 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -548966.750000 Penalty: 2806.251709
	Iteration 1F: 3 clusters Score -548966.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -549432.812500 Penalty: 2806.251709
	Iteration 2F: 3 clusters Score -549432.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -549896.625000 Penalty: 2806.251709
	Iteration 3F: 3 clusters Score -549896.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -550364.125000 Penalty: 2806.251709
	Iteration 4F: 3 clusters Score -550364.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -550784.500000 Penalty: 2806.251709
	Iteration 5F: 3 clusters Score -550784.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -551158.250000 Penalty: 2806.251709
	Iteration 6F: 3 clusters Score -551158.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -551415.437500 Penalty: 2806.251709
	Iteration 7Q: 3 clusters Score -551415.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -551602.000000 Penalty: 2806.251709
	Iteration 8Q: 3 clusters Score -551602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -551747.125000 Penalty: 2806.251709
	Iteration 9Q: 3 clusters Score -551747.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -551856.375000 Penalty: 2806.251709
	Iteration 10Q: 3 clusters Score -551856.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -551907.250000 Penalty: 2806.251709
	Iteration 11Q: 3 clusters Score -551907.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -551930.937500 Penalty: 2806.251709
	Iteration 12Q: 3 clusters Score -551930.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -551950.000000 Penalty: 2806.251709
	Iteration 13Q: 3 clusters Score -551950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -551960.125000 Penalty: 2806.251709
	Iteration 14Q: 3 clusters Score -551960.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -551964.625000 Penalty: 2806.251709
	Iteration 15Q: 3 clusters Score -551964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -551970.125000 Penalty: 2806.251709
	Iteration 16Q: 3 clusters Score -551970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -551972.312500 Penalty: 2806.251709
	Iteration 17Q: 3 clusters Score -551972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -551974.562500 Penalty: 2806.251709
	Iteration 18Q: 3 clusters Score -551974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -551975.500000 Penalty: 2806.251709
	Iteration 19Q: 3 clusters Score -551975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -551975.625000 Penalty: 2806.251709
	Iteration 20F: 3 clusters Score -551975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -551974.937500 Penalty: 2806.251709
	Iteration 21Q: 3 clusters Score -551974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -551974.562500 Penalty: 2806.251709
	Iteration 22Q: 3 clusters Score -551974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -551975.062500 Penalty: 2806.251709
	Iteration 23Q: 3 clusters Score -551975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -551975.062500 Penalty: 2806.251709
	Iteration 24Q: 3 clusters Score -551975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -551975.062500 Penalty: 2806.251709
	Iteration 25F: 3 clusters Score -551975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 2059 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 4588 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 3564 members 
Entering Unmasked Estep 
Score: -54930260.000000 Penalty: 79549.101562
Splitting cluster 25 changes total score from -54930740.000000 to -54930260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -168197.609375 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -168197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -166293.531250 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -166293.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -166802.921875 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -166802.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167020.546875 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -167020.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -167204.890625 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -167204.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167406.046875 Penalty: 2427.266846
	Iteration 4F: 3 clusters Score -167406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -167574.546875 Penalty: 2427.266846
	Iteration 5F: 3 clusters Score -167574.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -167672.187500 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -167672.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -167754.968750 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -167755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -167815.250000 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -167815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -167844.546875 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -167844.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -167865.953125 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -167866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -167882.062500 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -167882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -167898.812500 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -167898.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -167910.250000 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -167910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -167928.828125 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -167928.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -167948.968750 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -167949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -167965.593750 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -167965.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -167977.187500 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -167977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -167983.328125 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -167983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -167990.156250 Penalty: 2427.266846
	Iteration 19Q: 3 clusters Score -167990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -167991.250000 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -167991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -167991.453125 Penalty: 2427.266846
	Iteration 21Q: 3 clusters Score -167991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -167992.343750 Penalty: 2427.266846
	Iteration 22Q: 3 clusters Score -167992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -167993.781250 Penalty: 2427.266846
	Iteration 23Q: 3 clusters Score -167993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167994.281250 Penalty: 2427.266846
	Iteration 24Q: 3 clusters Score -167994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -167995.218750 Penalty: 2427.266846
	Iteration 25Q: 3 clusters Score -167995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -167996.484375 Penalty: 2427.266846
	Iteration 26Q: 3 clusters Score -167996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167996.750000 Penalty: 2427.266846
	Iteration 27Q: 3 clusters Score -167996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -167997.328125 Penalty: 2427.266846
	Iteration 28Q: 3 clusters Score -167997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167999.125000 Penalty: 2427.266846
	Iteration 29Q: 3 clusters Score -167999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167999.125000 Penalty: 2427.266846
	Iteration 30F: 3 clusters Score -167999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Entering Unmasked Estep 
Score: -785445.812500 Penalty: 1453.022339
	Iteration 0F: 2 clusters Score -785445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -779797.062500 Penalty: 2906.044678
	Iteration 0F: 3 clusters Score -779797.1 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -781497.375000 Penalty: 2906.044678
	Iteration 1F: 3 clusters Score -781497.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -781713.562500 Penalty: 2906.044678
	Iteration 2F: 3 clusters Score -781713.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -781855.500000 Penalty: 2906.044678
	Iteration 3Q: 3 clusters Score -781855.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -781969.312500 Penalty: 2906.044678
	Iteration 4Q: 3 clusters Score -781969.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -782054.187500 Penalty: 2906.044678
	Iteration 5Q: 3 clusters Score -782054.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -782128.500000 Penalty: 2906.044678
	Iteration 6Q: 3 clusters Score -782128.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -782195.437500 Penalty: 2906.044678
	Iteration 7Q: 3 clusters Score -782195.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -782252.625000 Penalty: 2906.044678
	Iteration 8Q: 3 clusters Score -782252.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -782316.875000 Penalty: 2906.044678
	Iteration 9Q: 3 clusters Score -782316.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -782396.750000 Penalty: 2906.044678
	Iteration 10Q: 3 clusters Score -782396.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -782473.000000 Penalty: 2906.044678
	Iteration 11Q: 3 clusters Score -782473 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -782570.187500 Penalty: 2906.044678
	Iteration 12Q: 3 clusters Score -782570.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -782679.625000 Penalty: 2906.044678
	Iteration 13Q: 3 clusters Score -782679.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -782828.062500 Penalty: 2906.044678
	Iteration 14Q: 3 clusters Score -782828.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -783010.875000 Penalty: 2906.044678
	Iteration 15Q: 3 clusters Score -783010.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -783195.875000 Penalty: 2906.044678
	Iteration 16Q: 3 clusters Score -783195.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -783403.125000 Penalty: 2906.044678
	Iteration 17Q: 3 clusters Score -783403.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -783624.562500 Penalty: 2906.044678
	Iteration 18Q: 3 clusters Score -783624.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -783819.812500 Penalty: 2906.044678
	Iteration 19Q: 3 clusters Score -783819.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -783951.875000 Penalty: 2906.044678
	Iteration 20F: 3 clusters Score -783951.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -784024.437500 Penalty: 2906.044678
	Iteration 21Q: 3 clusters Score -784024.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -784071.187500 Penalty: 2906.044678
	Iteration 22Q: 3 clusters Score -784071.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -784108.750000 Penalty: 2906.044678
	Iteration 23Q: 3 clusters Score -784108.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -784135.250000 Penalty: 2906.044678
	Iteration 24Q: 3 clusters Score -784135.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -784150.000000 Penalty: 2906.044678
	Iteration 25Q: 3 clusters Score -784150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -784161.125000 Penalty: 2906.044678
	Iteration 26Q: 3 clusters Score -784161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -784165.375000 Penalty: 2906.044678
	Iteration 27Q: 3 clusters Score -784165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -784170.812500 Penalty: 2906.044678
	Iteration 28Q: 3 clusters Score -784170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -784177.937500 Penalty: 2906.044678
	Iteration 29Q: 3 clusters Score -784177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -784181.562500 Penalty: 2906.044678
	Iteration 30Q: 3 clusters Score -784181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -784183.375000 Penalty: 2906.044678
	Iteration 31Q: 3 clusters Score -784183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -784184.937500 Penalty: 2906.044678
	Iteration 32Q: 3 clusters Score -784184.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -784184.937500 Penalty: 2906.044678
	Iteration 33F: 3 clusters Score -784184.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -441942.625000 Penalty: 1370.069824
	Iteration 0F: 2 clusters Score -441942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -438250.437500 Penalty: 2740.139648
	Iteration 0F: 3 clusters Score -438250.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -439401.281250 Penalty: 2740.139648
	Iteration 1F: 3 clusters Score -439401.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -439705.218750 Penalty: 2740.139648
	Iteration 2F: 3 clusters Score -439705.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -439940.531250 Penalty: 2740.139648
	Iteration 3F: 3 clusters Score -439940.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -440110.343750 Penalty: 2740.139648
	Iteration 4F: 3 clusters Score -440110.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -440275.593750 Penalty: 2740.139648
	Iteration 5Q: 3 clusters Score -440275.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -440460.531250 Penalty: 2740.139648
	Iteration 6Q: 3 clusters Score -440460.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -440668.250000 Penalty: 2740.139648
	Iteration 7F: 3 clusters Score -440668.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -440839.437500 Penalty: 2740.139648
	Iteration 8Q: 3 clusters Score -440839.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -440957.531250 Penalty: 2740.139648
	Iteration 9Q: 3 clusters Score -440957.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -441058.687500 Penalty: 2740.139648
	Iteration 10Q: 3 clusters Score -441058.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -441140.375000 Penalty: 2740.139648
	Iteration 11Q: 3 clusters Score -441140.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -441239.812500 Penalty: 2740.139648
	Iteration 12Q: 3 clusters Score -441239.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -441427.031250 Penalty: 2740.139648
	Iteration 13Q: 3 clusters Score -441427 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -441739.000000 Penalty: 2740.139648
	Iteration 14Q: 3 clusters Score -441739 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -442039.000000 Penalty: 2740.139648
	Iteration 15Q: 3 clusters Score -442039 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -442276.750000 Penalty: 2740.139648
	Iteration 16Q: 3 clusters Score -442276.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -442426.125000 Penalty: 2740.139648
	Iteration 17Q: 3 clusters Score -442426.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -442530.406250 Penalty: 2740.139648
	Iteration 18Q: 3 clusters Score -442530.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -442632.000000 Penalty: 2740.139648
	Iteration 19Q: 3 clusters Score -442632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -442684.531250 Penalty: 2740.139648
	Iteration 20F: 3 clusters Score -442684.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -442698.218750 Penalty: 2740.139648
	Iteration 21Q: 3 clusters Score -442698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -442711.406250 Penalty: 2740.139648
	Iteration 22Q: 3 clusters Score -442711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -442715.781250 Penalty: 2740.139648
	Iteration 23Q: 3 clusters Score -442715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -442718.468750 Penalty: 2740.139648
	Iteration 24Q: 3 clusters Score -442718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -442718.968750 Penalty: 2740.139648
	Iteration 25Q: 3 clusters Score -442719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -442718.968750 Penalty: 2740.139648
	Iteration 26F: 3 clusters Score -442719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 981 members 
Entering Unmasked Estep 
Score: -54930984.000000 Penalty: 79549.101562
Splitting cluster 28 changes total score from -54930740.000000 to -54930984.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -943348.125000 Penalty: 1492.466187
	Iteration 0F: 2 clusters Score -943348.1 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 4871 members 
Entering Unmasked Estep 
Score: -936317.812500 Penalty: 2984.932373
	Iteration 0F: 3 clusters Score -936317.8 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -938818.437500 Penalty: 2984.932373
	Iteration 1F: 3 clusters Score -938818.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -939348.562500 Penalty: 2984.932373
	Iteration 2F: 3 clusters Score -939348.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -939745.125000 Penalty: 2984.932373
	Iteration 3F: 3 clusters Score -939745.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -940034.875000 Penalty: 2984.932373
	Iteration 4F: 3 clusters Score -940034.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -940263.750000 Penalty: 2984.932373
	Iteration 5Q: 3 clusters Score -940263.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -940439.562500 Penalty: 2984.932373
	Iteration 6Q: 3 clusters Score -940439.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -940574.812500 Penalty: 2984.932373
	Iteration 7Q: 3 clusters Score -940574.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -940697.250000 Penalty: 2984.932373
	Iteration 8Q: 3 clusters Score -940697.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -940782.937500 Penalty: 2984.932373
	Iteration 9Q: 3 clusters Score -940782.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -940849.250000 Penalty: 2984.932373
	Iteration 10Q: 3 clusters Score -940849.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -940919.750000 Penalty: 2984.932373
	Iteration 11Q: 3 clusters Score -940919.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -940994.875000 Penalty: 2984.932373
	Iteration 12Q: 3 clusters Score -940994.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -941068.937500 Penalty: 2984.932373
	Iteration 13Q: 3 clusters Score -941068.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -941132.687500 Penalty: 2984.932373
	Iteration 14Q: 3 clusters Score -941132.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -941207.875000 Penalty: 2984.932373
	Iteration 15Q: 3 clusters Score -941207.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -941287.500000 Penalty: 2984.932373
	Iteration 16Q: 3 clusters Score -941287.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -941353.000000 Penalty: 2984.932373
	Iteration 17Q: 3 clusters Score -941353 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -941415.812500 Penalty: 2984.932373
	Iteration 18Q: 3 clusters Score -941415.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -941481.625000 Penalty: 2984.932373
	Iteration 19Q: 3 clusters Score -941481.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -941537.812500 Penalty: 2984.932373
	Iteration 20F: 3 clusters Score -941537.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -941576.437500 Penalty: 2984.932373
	Iteration 21Q: 3 clusters Score -941576.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -941618.937500 Penalty: 2984.932373
	Iteration 22Q: 3 clusters Score -941618.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -941642.125000 Penalty: 2984.932373
	Iteration 23Q: 3 clusters Score -941642.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -941676.375000 Penalty: 2984.932373
	Iteration 24Q: 3 clusters Score -941676.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -941711.125000 Penalty: 2984.932373
	Iteration 25Q: 3 clusters Score -941711.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -941749.687500 Penalty: 2984.932373
	Iteration 26Q: 3 clusters Score -941749.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -941788.750000 Penalty: 2984.932373
	Iteration 27Q: 3 clusters Score -941788.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -941836.375000 Penalty: 2984.932373
	Iteration 28Q: 3 clusters Score -941836.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -941889.562500 Penalty: 2984.932373
	Iteration 29Q: 3 clusters Score -941889.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -941930.187500 Penalty: 2984.932373
	Iteration 30Q: 3 clusters Score -941930.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -941967.500000 Penalty: 2984.932373
	Iteration 31Q: 3 clusters Score -941967.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -941993.500000 Penalty: 2984.932373
	Iteration 32Q: 3 clusters Score -941993.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -942022.937500 Penalty: 2984.932373
	Iteration 33Q: 3 clusters Score -942022.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -942048.062500 Penalty: 2984.932373
	Iteration 34Q: 3 clusters Score -942048.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -942070.312500 Penalty: 2984.932373
	Iteration 35Q: 3 clusters Score -942070.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -942094.125000 Penalty: 2984.932373
	Iteration 36Q: 3 clusters Score -942094.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -942119.125000 Penalty: 2984.932373
	Iteration 37Q: 3 clusters Score -942119.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -942145.250000 Penalty: 2984.932373
	Iteration 38Q: 3 clusters Score -942145.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -942172.750000 Penalty: 2984.932373
	Iteration 39Q: 3 clusters Score -942172.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -942196.625000 Penalty: 2984.932373
	Iteration 40F: 3 clusters Score -942196.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -942227.750000 Penalty: 2984.932373
	Iteration 41Q: 3 clusters Score -942227.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -942263.937500 Penalty: 2984.932373
	Iteration 42Q: 3 clusters Score -942263.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -942290.687500 Penalty: 2984.932373
	Iteration 43Q: 3 clusters Score -942290.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -942319.625000 Penalty: 2984.932373
	Iteration 44Q: 3 clusters Score -942319.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -942347.312500 Penalty: 2984.932373
	Iteration 45Q: 3 clusters Score -942347.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -942376.375000 Penalty: 2984.932373
	Iteration 46Q: 3 clusters Score -942376.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -942399.562500 Penalty: 2984.932373
	Iteration 47Q: 3 clusters Score -942399.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -942417.625000 Penalty: 2984.932373
	Iteration 48Q: 3 clusters Score -942417.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -942434.687500 Penalty: 2984.932373
	Iteration 49Q: 3 clusters Score -942434.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -942444.187500 Penalty: 2984.932373
	Iteration 50Q: 3 clusters Score -942444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -942452.375000 Penalty: 2984.932373
	Iteration 51Q: 3 clusters Score -942452.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -942457.375000 Penalty: 2984.932373
	Iteration 52Q: 3 clusters Score -942457.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -942466.125000 Penalty: 2984.932373
	Iteration 53Q: 3 clusters Score -942466.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -942475.375000 Penalty: 2984.932373
	Iteration 54Q: 3 clusters Score -942475.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -942481.312500 Penalty: 2984.932373
	Iteration 55Q: 3 clusters Score -942481.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -942488.062500 Penalty: 2984.932373
	Iteration 56Q: 3 clusters Score -942488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -942492.625000 Penalty: 2984.932373
	Iteration 57Q: 3 clusters Score -942492.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -942496.062500 Penalty: 2984.932373
	Iteration 58Q: 3 clusters Score -942496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -942498.562500 Penalty: 2984.932373
	Iteration 59Q: 3 clusters Score -942498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -942497.437500 Penalty: 2984.932373
	Iteration 60F: 3 clusters Score -942497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -942503.687500 Penalty: 2984.932373
	Iteration 61Q: 3 clusters Score -942503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -942514.375000 Penalty: 2984.932373
	Iteration 62Q: 3 clusters Score -942514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -942526.687500 Penalty: 2984.932373
	Iteration 63Q: 3 clusters Score -942526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -942533.750000 Penalty: 2984.932373
	Iteration 64Q: 3 clusters Score -942533.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -942543.625000 Penalty: 2984.932373
	Iteration 65Q: 3 clusters Score -942543.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -942547.062500 Penalty: 2984.932373
	Iteration 66Q: 3 clusters Score -942547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -942550.562500 Penalty: 2984.932373
	Iteration 67Q: 3 clusters Score -942550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -942554.125000 Penalty: 2984.932373
	Iteration 68Q: 3 clusters Score -942554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -942557.687500 Penalty: 2984.932373
	Iteration 69Q: 3 clusters Score -942557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -942559.437500 Penalty: 2984.932373
	Iteration 70Q: 3 clusters Score -942559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -942562.187500 Penalty: 2984.932373
	Iteration 71Q: 3 clusters Score -942562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -942564.062500 Penalty: 2984.932373
	Iteration 72Q: 3 clusters Score -942564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -942565.875000 Penalty: 2984.932373
	Iteration 73Q: 3 clusters Score -942565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -942565.875000 Penalty: 2984.932373
	Iteration 74F: 3 clusters Score -942565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -439009.281250 Penalty: 1363.860718
	Iteration 0F: 2 clusters Score -439009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -435427.187500 Penalty: 2727.721436
	Iteration 0F: 3 clusters Score -435427.2 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -436467.375000 Penalty: 2727.721436
	Iteration 1F: 3 clusters Score -436467.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -436676.406250 Penalty: 2727.721436
	Iteration 2F: 3 clusters Score -436676.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -436872.968750 Penalty: 2727.721436
	Iteration 3F: 3 clusters Score -436873 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -437108.281250 Penalty: 2727.721436
	Iteration 4F: 3 clusters Score -437108.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -437370.968750 Penalty: 2727.721436
	Iteration 5F: 3 clusters Score -437371 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -437645.218750 Penalty: 2727.721436
	Iteration 6F: 3 clusters Score -437645.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -437975.156250 Penalty: 2727.721436
	Iteration 7F: 3 clusters Score -437975.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -438339.875000 Penalty: 2727.721436
	Iteration 8F: 3 clusters Score -438339.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -438643.843750 Penalty: 2727.721436
	Iteration 9F: 3 clusters Score -438643.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -438888.687500 Penalty: 2727.721436
	Iteration 10F: 3 clusters Score -438888.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -439106.968750 Penalty: 2727.721436
	Iteration 11Q: 3 clusters Score -439107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -439323.562500 Penalty: 2727.721436
	Iteration 12Q: 3 clusters Score -439323.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -439570.562500 Penalty: 2727.721436
	Iteration 13Q: 3 clusters Score -439570.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -439804.687500 Penalty: 2727.721436
	Iteration 14Q: 3 clusters Score -439804.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -440000.125000 Penalty: 2727.721436
	Iteration 15Q: 3 clusters Score -440000.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -440144.187500 Penalty: 2727.721436
	Iteration 16Q: 3 clusters Score -440144.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -440219.031250 Penalty: 2727.721436
	Iteration 17Q: 3 clusters Score -440219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -440261.312500 Penalty: 2727.721436
	Iteration 18Q: 3 clusters Score -440261.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -440278.812500 Penalty: 2727.721436
	Iteration 19Q: 3 clusters Score -440278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -440293.906250 Penalty: 2727.721436
	Iteration 20F: 3 clusters Score -440293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -440302.687500 Penalty: 2727.721436
	Iteration 21Q: 3 clusters Score -440302.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -440308.156250 Penalty: 2727.721436
	Iteration 22Q: 3 clusters Score -440308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -440311.500000 Penalty: 2727.721436
	Iteration 23Q: 3 clusters Score -440311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -440311.250000 Penalty: 2727.721436
	Iteration 24Q: 3 clusters Score -440311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -440311.250000 Penalty: 2727.721436
	Iteration 25F: 3 clusters Score -440311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 5592 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 981 members 
Mstep: Class 38 contains 1365 members 
Entering Unmasked Estep 
Score: -54931420.000000 Penalty: 81699.078125
Splitting cluster 30 changes total score from -54930740.000000 to -54931420.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 31 (29115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Entering Unmasked Estep 
Score: -2949237.250000 Penalty: 1670.338989
	Iteration 0F: 2 clusters Score -2949237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2929471.250000 Penalty: 3340.677979
	Iteration 0F: 3 clusters Score -2929471 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2937165.000000 Penalty: 3340.677979
	Iteration 1F: 3 clusters Score -2937165 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2937717.250000 Penalty: 3340.677979
	Iteration 2F: 3 clusters Score -2937717 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2938254.500000 Penalty: 3340.677979
	Iteration 3Q: 3 clusters Score -2938254 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2938815.000000 Penalty: 3340.677979
	Iteration 4Q: 3 clusters Score -2938815 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2939421.000000 Penalty: 3340.677979
	Iteration 5Q: 3 clusters Score -2939421 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2940063.500000 Penalty: 3340.677979
	Iteration 6Q: 3 clusters Score -2940064 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2940733.750000 Penalty: 3340.677979
	Iteration 7Q: 3 clusters Score -2940734 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2941399.000000 Penalty: 3340.677979
	Iteration 8Q: 3 clusters Score -2941399 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2942028.000000 Penalty: 3340.677979
	Iteration 9Q: 3 clusters Score -2942028 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2942636.750000 Penalty: 3340.677979
	Iteration 10Q: 3 clusters Score -2942637 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2943304.500000 Penalty: 3340.677979
	Iteration 11Q: 3 clusters Score -2943304 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2944040.250000 Penalty: 3340.677979
	Iteration 12Q: 3 clusters Score -2944040 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2944836.000000 Penalty: 3340.677979
	Iteration 13Q: 3 clusters Score -2944836 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2945751.250000 Penalty: 3340.677979
	Iteration 14Q: 3 clusters Score -2945751 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -2946548.750000 Penalty: 3340.677979
	Iteration 15Q: 3 clusters Score -2946549 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2947121.000000 Penalty: 3340.677979
	Iteration 16Q: 3 clusters Score -2947121 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -2947564.500000 Penalty: 3340.677979
	Iteration 17Q: 3 clusters Score -2947564 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2947926.000000 Penalty: 3340.677979
	Iteration 18Q: 3 clusters Score -2947926 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -2948184.750000 Penalty: 3340.677979
	Iteration 19Q: 3 clusters Score -2948185 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2948381.250000 Penalty: 3340.677979
	Iteration 20F: 3 clusters Score -2948381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -2948503.250000 Penalty: 3340.677979
	Iteration 21Q: 3 clusters Score -2948503 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2948620.750000 Penalty: 3340.677979
	Iteration 22Q: 3 clusters Score -2948621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2948692.500000 Penalty: 3340.677979
	Iteration 23Q: 3 clusters Score -2948692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2948748.750000 Penalty: 3340.677979
	Iteration 24Q: 3 clusters Score -2948749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -2948782.750000 Penalty: 3340.677979
	Iteration 25Q: 3 clusters Score -2948783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -2948812.500000 Penalty: 3340.677979
	Iteration 26Q: 3 clusters Score -2948812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2948828.250000 Penalty: 3340.677979
	Iteration 27Q: 3 clusters Score -2948828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -2948835.000000 Penalty: 3340.677979
	Iteration 28Q: 3 clusters Score -2948835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -2948834.750000 Penalty: 3340.677979
	Iteration 29Q: 3 clusters Score -2948835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2948834.750000 Penalty: 3340.677979
	Iteration 30Q: 3 clusters Score -2948835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -2948838.000000 Penalty: 3340.677979
	Iteration 31Q: 3 clusters Score -2948838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2948839.750000 Penalty: 3340.677979
	Iteration 32Q: 3 clusters Score -2948840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -2948841.750000 Penalty: 3340.677979
	Iteration 33Q: 3 clusters Score -2948842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -2948843.250000 Penalty: 3340.677979
	Iteration 34Q: 3 clusters Score -2948843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2948842.750000 Penalty: 3340.677979
	Iteration 35Q: 3 clusters Score -2948843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -2948842.750000 Penalty: 3340.677979
	Iteration 36F: 3 clusters Score -2948843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Entering Unmasked Estep 
Score: -503873.562500 Penalty: 1387.866089
	Iteration 0F: 2 clusters Score -503873.6 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 2563 members 
Entering Unmasked Estep 
Score: -499833.906250 Penalty: 2775.732178
	Iteration 0F: 3 clusters Score -499833.9 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -500994.031250 Penalty: 2775.732178
	Iteration 1F: 3 clusters Score -500994 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -501258.500000 Penalty: 2775.732178
	Iteration 2F: 3 clusters Score -501258.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -501486.375000 Penalty: 2775.732178
	Iteration 3F: 3 clusters Score -501486.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -501695.687500 Penalty: 2775.732178
	Iteration 4F: 3 clusters Score -501695.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -501902.187500 Penalty: 2775.732178
	Iteration 5F: 3 clusters Score -501902.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -502091.062500 Penalty: 2775.732178
	Iteration 6F: 3 clusters Score -502091.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -502239.531250 Penalty: 2775.732178
	Iteration 7Q: 3 clusters Score -502239.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -502367.781250 Penalty: 2775.732178
	Iteration 8Q: 3 clusters Score -502367.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -502442.156250 Penalty: 2775.732178
	Iteration 9Q: 3 clusters Score -502442.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -502502.875000 Penalty: 2775.732178
	Iteration 10Q: 3 clusters Score -502502.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -502536.000000 Penalty: 2775.732178
	Iteration 11Q: 3 clusters Score -502536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -502561.906250 Penalty: 2775.732178
	Iteration 12Q: 3 clusters Score -502561.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -502584.218750 Penalty: 2775.732178
	Iteration 13Q: 3 clusters Score -502584.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -502611.500000 Penalty: 2775.732178
	Iteration 14Q: 3 clusters Score -502611.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -502641.562500 Penalty: 2775.732178
	Iteration 15Q: 3 clusters Score -502641.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -502660.906250 Penalty: 2775.732178
	Iteration 16Q: 3 clusters Score -502660.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -502673.062500 Penalty: 2775.732178
	Iteration 17Q: 3 clusters Score -502673.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -502689.875000 Penalty: 2775.732178
	Iteration 18Q: 3 clusters Score -502689.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -502702.250000 Penalty: 2775.732178
	Iteration 19Q: 3 clusters Score -502702.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -502708.718750 Penalty: 2775.732178
	Iteration 20F: 3 clusters Score -502708.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -502715.375000 Penalty: 2775.732178
	Iteration 21Q: 3 clusters Score -502715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -502716.687500 Penalty: 2775.732178
	Iteration 22Q: 3 clusters Score -502716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -502718.343750 Penalty: 2775.732178
	Iteration 23Q: 3 clusters Score -502718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502719.937500 Penalty: 2775.732178
	Iteration 24Q: 3 clusters Score -502719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502720.125000 Penalty: 2775.732178
	Iteration 25Q: 3 clusters Score -502720.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -502720.000000 Penalty: 2775.732178
	Iteration 26Q: 3 clusters Score -502720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -502720.187500 Penalty: 2775.732178
	Iteration 27Q: 3 clusters Score -502720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502721.000000 Penalty: 2775.732178
	Iteration 28Q: 3 clusters Score -502721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502721.156250 Penalty: 2775.732178
	Iteration 29Q: 3 clusters Score -502721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -502721.250000 Penalty: 2775.732178
	Iteration 30Q: 3 clusters Score -502721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -502723.281250 Penalty: 2775.732178
	Iteration 31Q: 3 clusters Score -502723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -502723.281250 Penalty: 2775.732178
	Iteration 32F: 3 clusters Score -502723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -549520.687500 Penalty: 1402.227539
	Iteration 0F: 2 clusters Score -549520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -545212.250000 Penalty: 2804.455078
	Iteration 0F: 3 clusters Score -545212.2 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -546877.062500 Penalty: 2804.455078
	Iteration 1F: 3 clusters Score -546877.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -547712.375000 Penalty: 2804.455078
	Iteration 2F: 3 clusters Score -547712.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -548442.437500 Penalty: 2804.455078
	Iteration 3F: 3 clusters Score -548442.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -549053.375000 Penalty: 2804.455078
	Iteration 4F: 3 clusters Score -549053.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -549523.375000 Penalty: 2804.455078
	Iteration 5F: 3 clusters Score -549523.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -549993.000000 Penalty: 2804.455078
	Iteration 6Q: 3 clusters Score -549993 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -550276.937500 Penalty: 2804.455078
	Iteration 7Q: 3 clusters Score -550276.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -550408.375000 Penalty: 2804.455078
	Iteration 8Q: 3 clusters Score -550408.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -550504.187500 Penalty: 2804.455078
	Iteration 9Q: 3 clusters Score -550504.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -550569.937500 Penalty: 2804.455078
	Iteration 10Q: 3 clusters Score -550569.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -550614.875000 Penalty: 2804.455078
	Iteration 11Q: 3 clusters Score -550614.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -550647.250000 Penalty: 2804.455078
	Iteration 12Q: 3 clusters Score -550647.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -550669.250000 Penalty: 2804.455078
	Iteration 13Q: 3 clusters Score -550669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -550691.937500 Penalty: 2804.455078
	Iteration 14Q: 3 clusters Score -550691.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -550717.562500 Penalty: 2804.455078
	Iteration 15Q: 3 clusters Score -550717.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -550738.937500 Penalty: 2804.455078
	Iteration 16Q: 3 clusters Score -550738.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -550754.625000 Penalty: 2804.455078
	Iteration 17Q: 3 clusters Score -550754.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -550766.875000 Penalty: 2804.455078
	Iteration 18Q: 3 clusters Score -550766.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -550771.687500 Penalty: 2804.455078
	Iteration 19Q: 3 clusters Score -550771.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -550777.687500 Penalty: 2804.455078
	Iteration 20F: 3 clusters Score -550777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -550778.500000 Penalty: 2804.455078
	Iteration 21Q: 3 clusters Score -550778.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -550780.125000 Penalty: 2804.455078
	Iteration 22Q: 3 clusters Score -550780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -550783.625000 Penalty: 2804.455078
	Iteration 23Q: 3 clusters Score -550783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -550786.812500 Penalty: 2804.455078
	Iteration 24Q: 3 clusters Score -550786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -550789.812500 Penalty: 2804.455078
	Iteration 25Q: 3 clusters Score -550789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -550790.812500 Penalty: 2804.455078
	Iteration 26Q: 3 clusters Score -550790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -550792.187500 Penalty: 2804.455078
	Iteration 27Q: 3 clusters Score -550792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -550794.562500 Penalty: 2804.455078
	Iteration 28Q: 3 clusters Score -550794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -550796.000000 Penalty: 2804.455078
	Iteration 29Q: 3 clusters Score -550796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -550796.562500 Penalty: 2804.455078
	Iteration 30Q: 3 clusters Score -550796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -550796.250000 Penalty: 2804.455078
	Iteration 31Q: 3 clusters Score -550796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -550796.812500 Penalty: 2804.455078
	Iteration 32Q: 3 clusters Score -550796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -550798.875000 Penalty: 2804.455078
	Iteration 33Q: 3 clusters Score -550798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -550798.250000 Penalty: 2804.455078
	Iteration 34Q: 3 clusters Score -550798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -550798.312500 Penalty: 2804.455078
	Iteration 35Q: 3 clusters Score -550798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -550798.125000 Penalty: 2804.455078
	Iteration 36Q: 3 clusters Score -550798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -550798.062500 Penalty: 2804.455078
	Iteration 37Q: 3 clusters Score -550798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -550798.062500 Penalty: 2804.455078
	Iteration 38F: 3 clusters Score -550798.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 2172 members 
Mstep: Class 34 contains 117736 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 981 members 
Mstep: Class 38 contains 1365 members 
Mstep: Class 39 contains 3420 members 
Entering Unmasked Estep 
Score: -54931972.000000 Penalty: 83849.054688
Splitting cluster 33 changes total score from -54930740.000000 to -54931972.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 34 (117736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Entering Unmasked Estep 
Score: -12062056.000000 Penalty: 1897.382446
	Iteration 0F: 2 clusters Score -1.206206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -11984506.000000 Penalty: 3794.764893
	Iteration 0F: 3 clusters Score -1.198451e+07 nChanged 56612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -12019779.000000 Penalty: 3794.764893
	Iteration 1F: 3 clusters Score -1.201978e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -12022424.000000 Penalty: 3794.764893
	Iteration 2Q: 3 clusters Score -1.202242e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -12025708.000000 Penalty: 3794.764893
	Iteration 3F: 3 clusters Score -1.202571e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -12029348.000000 Penalty: 3794.764893
	Iteration 4F: 3 clusters Score -1.202935e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -12033074.000000 Penalty: 3794.764893
	Iteration 5F: 3 clusters Score -1.203307e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -12036657.000000 Penalty: 3794.764893
	Iteration 6F: 3 clusters Score -1.203666e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -12040314.000000 Penalty: 3794.764893
	Iteration 7F: 3 clusters Score -1.204031e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -12043814.000000 Penalty: 3794.764893
	Iteration 8Q: 3 clusters Score -1.204381e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -12047047.000000 Penalty: 3794.764893
	Iteration 9Q: 3 clusters Score -1.204705e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -12049223.000000 Penalty: 3794.764893
	Iteration 10Q: 3 clusters Score -1.204922e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -12050995.000000 Penalty: 3794.764893
	Iteration 11Q: 3 clusters Score -1.2051e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -12052345.000000 Penalty: 3794.764893
	Iteration 12Q: 3 clusters Score -1.205234e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -12053683.000000 Penalty: 3794.764893
	Iteration 13Q: 3 clusters Score -1.205368e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -12054906.000000 Penalty: 3794.764893
	Iteration 14Q: 3 clusters Score -1.205491e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -12056021.000000 Penalty: 3794.764893
	Iteration 15Q: 3 clusters Score -1.205602e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -12057048.000000 Penalty: 3794.764893
	Iteration 16Q: 3 clusters Score -1.205705e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -12057866.000000 Penalty: 3794.764893
	Iteration 17Q: 3 clusters Score -1.205787e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -12058663.000000 Penalty: 3794.764893
	Iteration 18Q: 3 clusters Score -1.205866e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -12059389.000000 Penalty: 3794.764893
	Iteration 19Q: 3 clusters Score -1.205939e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -12059955.000000 Penalty: 3794.764893
	Iteration 20F: 3 clusters Score -1.205996e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -12060438.000000 Penalty: 3794.764893
	Iteration 21Q: 3 clusters Score -1.206044e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -12060803.000000 Penalty: 3794.764893
	Iteration 22Q: 3 clusters Score -1.20608e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -12061133.000000 Penalty: 3794.764893
	Iteration 23Q: 3 clusters Score -1.206113e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -12061344.000000 Penalty: 3794.764893
	Iteration 24Q: 3 clusters Score -1.206134e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -12061556.000000 Penalty: 3794.764893
	Iteration 25Q: 3 clusters Score -1.206156e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -12061645.000000 Penalty: 3794.764893
	Iteration 26Q: 3 clusters Score -1.206164e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -12061804.000000 Penalty: 3794.764893
	Iteration 27Q: 3 clusters Score -1.20618e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -12061957.000000 Penalty: 3794.764893
	Iteration 28Q: 3 clusters Score -1.206196e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -12061981.000000 Penalty: 3794.764893
	Iteration 29Q: 3 clusters Score -1.206198e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -12062063.000000 Penalty: 3794.764893
	Iteration 30Q: 3 clusters Score -1.206206e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -12062102.000000 Penalty: 3794.764893
	Iteration 31Q: 3 clusters Score -1.20621e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -12062126.000000 Penalty: 3794.764893
	Iteration 32Q: 3 clusters Score -1.206213e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -12062146.000000 Penalty: 3794.764893
	Iteration 33Q: 3 clusters Score -1.206215e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -12062179.000000 Penalty: 3794.764893
	Iteration 34Q: 3 clusters Score -1.206218e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -12062212.000000 Penalty: 3794.764893
	Iteration 35Q: 3 clusters Score -1.206221e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -12062206.000000 Penalty: 3794.764893
	Iteration 36Q: 3 clusters Score -1.206221e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -12062241.000000 Penalty: 3794.764893
	Iteration 37Q: 3 clusters Score -1.206224e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -12062220.000000 Penalty: 3794.764893
	Iteration 38Q: 3 clusters Score -1.206222e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -12062239.000000 Penalty: 3794.764893
	Iteration 39Q: 3 clusters Score -1.206224e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -12062259.000000 Penalty: 3794.764893
	Iteration 40F: 3 clusters Score -1.206226e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -12062252.000000 Penalty: 3794.764893
	Iteration 41Q: 3 clusters Score -1.206225e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -12062270.000000 Penalty: 3794.764893
	Iteration 42Q: 3 clusters Score -1.206227e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -12062258.000000 Penalty: 3794.764893
	Iteration 43Q: 3 clusters Score -1.206226e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -12062240.000000 Penalty: 3794.764893
	Iteration 44Q: 3 clusters Score -1.206224e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -12062297.000000 Penalty: 3794.764893
	Iteration 45Q: 3 clusters Score -1.20623e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -12062347.000000 Penalty: 3794.764893
	Iteration 46Q: 3 clusters Score -1.206235e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -12062363.000000 Penalty: 3794.764893
	Iteration 47Q: 3 clusters Score -1.206236e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -12062386.000000 Penalty: 3794.764893
	Iteration 48Q: 3 clusters Score -1.206239e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -12062383.000000 Penalty: 3794.764893
	Iteration 49Q: 3 clusters Score -1.206238e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -12062388.000000 Penalty: 3794.764893
	Iteration 50Q: 3 clusters Score -1.206239e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -12062400.000000 Penalty: 3794.764893
	Iteration 51Q: 3 clusters Score -1.20624e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -12062398.000000 Penalty: 3794.764893
	Iteration 52Q: 3 clusters Score -1.20624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -12062393.000000 Penalty: 3794.764893
	Iteration 53Q: 3 clusters Score -1.206239e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -12062423.000000 Penalty: 3794.764893
	Iteration 54Q: 3 clusters Score -1.206242e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -12062408.000000 Penalty: 3794.764893
	Iteration 55Q: 3 clusters Score -1.206241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -12062406.000000 Penalty: 3794.764893
	Iteration 56Q: 3 clusters Score -1.206241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -12062408.000000 Penalty: 3794.764893
	Iteration 57Q: 3 clusters Score -1.206241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -12062410.000000 Penalty: 3794.764893
	Iteration 58Q: 3 clusters Score -1.206241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -12062407.000000 Penalty: 3794.764893
	Iteration 59Q: 3 clusters Score -1.206241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -12062414.000000 Penalty: 3794.764893
	Iteration 60F: 3 clusters Score -1.206241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -12062414.000000 Penalty: 3794.764893
	Iteration 61Q: 3 clusters Score -1.206241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -12062415.000000 Penalty: 3794.764893
	Iteration 62Q: 3 clusters Score -1.206242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -12062422.000000 Penalty: 3794.764893
	Iteration 63Q: 3 clusters Score -1.206242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -12062420.000000 Penalty: 3794.764893
	Iteration 64Q: 3 clusters Score -1.206242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -12062421.000000 Penalty: 3794.764893
	Iteration 65Q: 3 clusters Score -1.206242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -12062416.000000 Penalty: 3794.764893
	Iteration 66Q: 3 clusters Score -1.206242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -12062406.000000 Penalty: 3794.764893
	Iteration 67Q: 3 clusters Score -1.206241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -12062417.000000 Penalty: 3794.764893
	Iteration 68Q: 3 clusters Score -1.206242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -12062421.000000 Penalty: 3794.764893
	Iteration 69Q: 3 clusters Score -1.206242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -12062414.000000 Penalty: 3794.764893
	Iteration 70Q: 3 clusters Score -1.206241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -12062413.000000 Penalty: 3794.764893
	Iteration 71Q: 3 clusters Score -1.206241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -12062419.000000 Penalty: 3794.764893
	Iteration 72Q: 3 clusters Score -1.206242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -12062419.000000 Penalty: 3794.764893
	Iteration 73F: 3 clusters Score -1.206242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 2172 members 
Mstep: Class 34 contains 67408 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 20391 members 
Mstep: Class 37 contains 981 members 
Mstep: Class 38 contains 1365 members 
Mstep: Class 39 contains 3420 members 
Mstep: Class 40 contains 50328 members 
Entering Unmasked Estep 
Score: -54932008.000000 Penalty: 85999.031250
Splitting cluster 34 changes total score from -54930740.000000 to -54932008.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 35 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -708053.687500 Penalty: 1433.387573
	Iteration 0F: 2 clusters Score -708053.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -703072.000000 Penalty: 2866.775146
	Iteration 0F: 3 clusters Score -703072 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -704502.937500 Penalty: 2866.775146
	Iteration 1F: 3 clusters Score -704502.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -704674.187500 Penalty: 2866.775146
	Iteration 2F: 3 clusters Score -704674.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -704801.687500 Penalty: 2866.775146
	Iteration 3Q: 3 clusters Score -704801.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -704899.562500 Penalty: 2866.775146
	Iteration 4Q: 3 clusters Score -704899.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -704973.187500 Penalty: 2866.775146
	Iteration 5Q: 3 clusters Score -704973.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -705034.937500 Penalty: 2866.775146
	Iteration 6Q: 3 clusters Score -705034.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -705095.125000 Penalty: 2866.775146
	Iteration 7Q: 3 clusters Score -705095.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -705146.437500 Penalty: 2866.775146
	Iteration 8Q: 3 clusters Score -705146.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -705194.687500 Penalty: 2866.775146
	Iteration 9Q: 3 clusters Score -705194.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -705238.250000 Penalty: 2866.775146
	Iteration 10Q: 3 clusters Score -705238.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -705281.125000 Penalty: 2866.775146
	Iteration 11Q: 3 clusters Score -705281.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -705316.500000 Penalty: 2866.775146
	Iteration 12Q: 3 clusters Score -705316.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -705344.312500 Penalty: 2866.775146
	Iteration 13Q: 3 clusters Score -705344.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -705370.750000 Penalty: 2866.775146
	Iteration 14Q: 3 clusters Score -705370.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -705401.562500 Penalty: 2866.775146
	Iteration 15Q: 3 clusters Score -705401.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -705424.937500 Penalty: 2866.775146
	Iteration 16Q: 3 clusters Score -705424.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -705450.500000 Penalty: 2866.775146
	Iteration 17Q: 3 clusters Score -705450.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -705493.187500 Penalty: 2866.775146
	Iteration 18Q: 3 clusters Score -705493.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -705543.250000 Penalty: 2866.775146
	Iteration 19Q: 3 clusters Score -705543.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -705601.562500 Penalty: 2866.775146
	Iteration 20F: 3 clusters Score -705601.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -705669.250000 Penalty: 2866.775146
	Iteration 21Q: 3 clusters Score -705669.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -705728.750000 Penalty: 2866.775146
	Iteration 22Q: 3 clusters Score -705728.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -705790.562500 Penalty: 2866.775146
	Iteration 23Q: 3 clusters Score -705790.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -705853.500000 Penalty: 2866.775146
	Iteration 24Q: 3 clusters Score -705853.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -705916.125000 Penalty: 2866.775146
	Iteration 25Q: 3 clusters Score -705916.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -705971.375000 Penalty: 2866.775146
	Iteration 26Q: 3 clusters Score -705971.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -706007.312500 Penalty: 2866.775146
	Iteration 27Q: 3 clusters Score -706007.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -706043.500000 Penalty: 2866.775146
	Iteration 28Q: 3 clusters Score -706043.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -706077.562500 Penalty: 2866.775146
	Iteration 29Q: 3 clusters Score -706077.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -706108.625000 Penalty: 2866.775146
	Iteration 30Q: 3 clusters Score -706108.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -706142.500000 Penalty: 2866.775146
	Iteration 31Q: 3 clusters Score -706142.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -706170.750000 Penalty: 2866.775146
	Iteration 32Q: 3 clusters Score -706170.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -706194.312500 Penalty: 2866.775146
	Iteration 33Q: 3 clusters Score -706194.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -706220.062500 Penalty: 2866.775146
	Iteration 34Q: 3 clusters Score -706220.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -706241.937500 Penalty: 2866.775146
	Iteration 35Q: 3 clusters Score -706241.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -706260.500000 Penalty: 2866.775146
	Iteration 36Q: 3 clusters Score -706260.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -706282.687500 Penalty: 2866.775146
	Iteration 37Q: 3 clusters Score -706282.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -706311.125000 Penalty: 2866.775146
	Iteration 38Q: 3 clusters Score -706311.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -706341.312500 Penalty: 2866.775146
	Iteration 39Q: 3 clusters Score -706341.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -706364.562500 Penalty: 2866.775146
	Iteration 40F: 3 clusters Score -706364.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -706385.312500 Penalty: 2866.775146
	Iteration 41Q: 3 clusters Score -706385.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -706410.937500 Penalty: 2866.775146
	Iteration 42Q: 3 clusters Score -706410.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -706434.125000 Penalty: 2866.775146
	Iteration 43Q: 3 clusters Score -706434.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -706458.937500 Penalty: 2866.775146
	Iteration 44Q: 3 clusters Score -706458.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -706487.937500 Penalty: 2866.775146
	Iteration 45Q: 3 clusters Score -706487.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -706513.437500 Penalty: 2866.775146
	Iteration 46Q: 3 clusters Score -706513.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -706532.312500 Penalty: 2866.775146
	Iteration 47Q: 3 clusters Score -706532.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -706554.625000 Penalty: 2866.775146
	Iteration 48Q: 3 clusters Score -706554.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -706578.875000 Penalty: 2866.775146
	Iteration 49Q: 3 clusters Score -706578.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -706596.000000 Penalty: 2866.775146
	Iteration 50Q: 3 clusters Score -706596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -706605.875000 Penalty: 2866.775146
	Iteration 51Q: 3 clusters Score -706605.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -706621.312500 Penalty: 2866.775146
	Iteration 52Q: 3 clusters Score -706621.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -706638.187500 Penalty: 2866.775146
	Iteration 53Q: 3 clusters Score -706638.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -706650.937500 Penalty: 2866.775146
	Iteration 54Q: 3 clusters Score -706650.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -706669.562500 Penalty: 2866.775146
	Iteration 55Q: 3 clusters Score -706669.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -706686.125000 Penalty: 2866.775146
	Iteration 56Q: 3 clusters Score -706686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -706694.562500 Penalty: 2866.775146
	Iteration 57Q: 3 clusters Score -706694.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -706704.000000 Penalty: 2866.775146
	Iteration 58Q: 3 clusters Score -706704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -706714.687500 Penalty: 2866.775146
	Iteration 59Q: 3 clusters Score -706714.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -706724.937500 Penalty: 2866.775146
	Iteration 60F: 3 clusters Score -706724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -706733.250000 Penalty: 2866.775146
	Iteration 61Q: 3 clusters Score -706733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -706738.500000 Penalty: 2866.775146
	Iteration 62Q: 3 clusters Score -706738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -706740.312500 Penalty: 2866.775146
	Iteration 63Q: 3 clusters Score -706740.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -706743.500000 Penalty: 2866.775146
	Iteration 64Q: 3 clusters Score -706743.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -706746.750000 Penalty: 2866.775146
	Iteration 65Q: 3 clusters Score -706746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -706749.000000 Penalty: 2866.775146
	Iteration 66Q: 3 clusters Score -706749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -706751.562500 Penalty: 2866.775146
	Iteration 67Q: 3 clusters Score -706751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -706754.375000 Penalty: 2866.775146
	Iteration 68Q: 3 clusters Score -706754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -706759.750000 Penalty: 2866.775146
	Iteration 69Q: 3 clusters Score -706759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -706764.125000 Penalty: 2866.775146
	Iteration 70Q: 3 clusters Score -706764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -706769.437500 Penalty: 2866.775146
	Iteration 71Q: 3 clusters Score -706769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -706775.500000 Penalty: 2866.775146
	Iteration 72Q: 3 clusters Score -706775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -706785.437500 Penalty: 2866.775146
	Iteration 73Q: 3 clusters Score -706785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -706789.125000 Penalty: 2866.775146
	Iteration 74Q: 3 clusters Score -706789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -706791.375000 Penalty: 2866.775146
	Iteration 75Q: 3 clusters Score -706791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -706795.750000 Penalty: 2866.775146
	Iteration 76Q: 3 clusters Score -706795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -706798.250000 Penalty: 2866.775146
	Iteration 77Q: 3 clusters Score -706798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -706798.812500 Penalty: 2866.775146
	Iteration 78Q: 3 clusters Score -706798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -706800.000000 Penalty: 2866.775146
	Iteration 79Q: 3 clusters Score -706800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -706800.812500 Penalty: 2866.775146
	Iteration 80F: 3 clusters Score -706800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -706801.562500 Penalty: 2866.775146
	Iteration 81Q: 3 clusters Score -706801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -706801.250000 Penalty: 2866.775146
	Iteration 82Q: 3 clusters Score -706801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -706802.125000 Penalty: 2866.775146
	Iteration 83Q: 3 clusters Score -706802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -706802.125000 Penalty: 2866.775146
	Iteration 84F: 3 clusters Score -706802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 24419 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 7987 members 
Mstep: Class 14 contains 76299 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 16165 members 
Mstep: Class 17 contains 11980 members 
Mstep: Class 18 contains 19269 members 
Mstep: Class 19 contains 1958 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 62297 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 39510 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 5623 members 
Mstep: Class 26 contains 1752 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9744 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 2172 members 
Mstep: Class 34 contains 67408 members 
Mstep: Class 35 contains 6774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54936692.000000 Penalty: 85999.031250
Iteration 79Q: 41 clusters Score -5.493669e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 11517 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 3939 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 13 contains 7923 members 
Mstep: Class 14 contains 76298 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 16199 members 
Mstep: Class 17 contains 12042 members 
Mstep: Class 18 contains 19261 members 
Mstep: Class 19 contains 1973 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 63904 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 40034 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 5637 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 7621 members 
Mstep: Class 28 contains 3626 members 
Mstep: Class 29 contains 9780 members 
Mstep: Class 30 contains 3135 members 
Mstep: Class 31 contains 28954 members 
Mstep: Class 32 contains 5098 members 
Mstep: Class 33 contains 2149 members 
Mstep: Class 34 contains 66700 members 
Mstep: Class 35 contains 6775 members 
Mstep: Class 36 contains 19934 members 
Mstep: Class 37 contains 970 members 
Mstep: Class 38 contains 1296 members 
Mstep: Class 39 contains 3330 members 
Mstep: Class 40 contains 48229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54939948.000000 Penalty: 85999.031250
Iteration 80F: 41 clusters Score -5.493995e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 24875 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 23057 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 7833 members 
Mstep: Class 14 contains 76300 members 
Mstep: Class 15 contains 3710 members 
Mstep: Class 16 contains 16095 members 
Mstep: Class 17 contains 12094 members 
Mstep: Class 18 contains 19060 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 64263 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 40243 members 
Mstep: Class 24 contains 3078 members 
Mstep: Class 25 contains 5626 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 7616 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 9769 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 28804 members 
Mstep: Class 32 contains 5066 members 
Mstep: Class 33 contains 2141 members 
Mstep: Class 34 contains 66087 members 
Mstep: Class 35 contains 6778 members 
Mstep: Class 36 contains 19924 members 
Mstep: Class 37 contains 990 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 3540 members 
Mstep: Class 40 contains 48297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54941272.000000 Penalty: 85999.031250
Iteration 81Q: 41 clusters Score -5.494127e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 24874 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 23037 members 
Mstep: Class 7 contains 11487 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 492 members 
Mstep: Class 12 contains 4688 members 
Mstep: Class 13 contains 7773 members 
Mstep: Class 14 contains 76306 members 
Mstep: Class 15 contains 4032 members 
Mstep: Class 16 contains 16023 members 
Mstep: Class 17 contains 12150 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 64527 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 3088 members 
Mstep: Class 25 contains 5615 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 7623 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 9752 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 28668 members 
Mstep: Class 32 contains 5060 members 
Mstep: Class 33 contains 2145 members 
Mstep: Class 34 contains 65600 members 
Mstep: Class 35 contains 6781 members 
Mstep: Class 36 contains 19918 members 
Mstep: Class 37 contains 998 members 
Mstep: Class 38 contains 1451 members 
Mstep: Class 39 contains 3699 members 
Mstep: Class 40 contains 48312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942100.000000 Penalty: 85999.031250
Iteration 82Q: 41 clusters Score -5.49421e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 24906 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 23009 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 3939 members 
Mstep: Class 11 contains 491 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 14 contains 76307 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 15954 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 18807 members 
Mstep: Class 19 contains 1993 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 64725 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40610 members 
Mstep: Class 24 contains 3101 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 7628 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 9745 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 28565 members 
Mstep: Class 32 contains 5074 members 
Mstep: Class 33 contains 2155 members 
Mstep: Class 34 contains 65249 members 
Mstep: Class 35 contains 6781 members 
Mstep: Class 36 contains 19915 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 1496 members 
Mstep: Class 39 contains 3829 members 
Mstep: Class 40 contains 48284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942396.000000 Penalty: 85999.031250
Iteration 83Q: 41 clusters Score -5.49424e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 23005 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 490 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 7696 members 
Mstep: Class 14 contains 76317 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 15893 members 
Mstep: Class 17 contains 12241 members 
Mstep: Class 18 contains 18746 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 64830 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40741 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 5615 members 
Mstep: Class 26 contains 1740 members 
Mstep: Class 27 contains 7640 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 28482 members 
Mstep: Class 32 contains 5086 members 
Mstep: Class 33 contains 2160 members 
Mstep: Class 34 contains 64963 members 
Mstep: Class 35 contains 6788 members 
Mstep: Class 36 contains 19902 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 1532 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 48312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942756.000000 Penalty: 85999.031250
Iteration 84Q: 41 clusters Score -5.494276e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 24946 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 22991 members 
Mstep: Class 7 contains 11468 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 489 members 
Mstep: Class 12 contains 4352 members 
Mstep: Class 13 contains 7667 members 
Mstep: Class 14 contains 76321 members 
Mstep: Class 15 contains 4500 members 
Mstep: Class 16 contains 15833 members 
Mstep: Class 17 contains 12270 members 
Mstep: Class 18 contains 18703 members 
Mstep: Class 19 contains 2007 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 64871 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40841 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 5613 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 7650 members 
Mstep: Class 28 contains 3575 members 
Mstep: Class 29 contains 9720 members 
Mstep: Class 30 contains 3202 members 
Mstep: Class 31 contains 28418 members 
Mstep: Class 32 contains 5089 members 
Mstep: Class 33 contains 2165 members 
Mstep: Class 34 contains 64754 members 
Mstep: Class 35 contains 6789 members 
Mstep: Class 36 contains 19899 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 1565 members 
Mstep: Class 39 contains 4042 members 
Mstep: Class 40 contains 48364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54942944.000000 Penalty: 85999.031250
Iteration 85Q: 41 clusters Score -5.494294e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6312 members 
Mstep: Class 3 contains 24958 members 
Mstep: Class 4 contains 7447 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 22975 members 
Mstep: Class 7 contains 11462 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 488 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 7652 members 
Mstep: Class 14 contains 76323 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 64897 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40902 members 
Mstep: Class 24 contains 3107 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 1737 members 
Mstep: Class 27 contains 7651 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 9714 members 
Mstep: Class 30 contains 3214 members 
Mstep: Class 31 contains 28363 members 
Mstep: Class 32 contains 5088 members 
Mstep: Class 33 contains 2177 members 
Mstep: Class 34 contains 64614 members 
Mstep: Class 35 contains 6791 members 
Mstep: Class 36 contains 19891 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 1588 members 
Mstep: Class 39 contains 4150 members 
Mstep: Class 40 contains 48404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943084.000000 Penalty: 85999.031250
Iteration 86Q: 41 clusters Score -5.494308e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6325 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 22968 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 4125 members 
Mstep: Class 13 contains 7646 members 
Mstep: Class 14 contains 76325 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 15752 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 18661 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 2400 members 
Mstep: Class 21 contains 64913 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 40940 members 
Mstep: Class 24 contains 3113 members 
Mstep: Class 25 contains 5610 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 9706 members 
Mstep: Class 30 contains 3230 members 
Mstep: Class 31 contains 28328 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 2188 members 
Mstep: Class 34 contains 64512 members 
Mstep: Class 35 contains 6792 members 
Mstep: Class 36 contains 19880 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 1605 members 
Mstep: Class 39 contains 4270 members 
Mstep: Class 40 contains 48445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943216.000000 Penalty: 85999.031250
Iteration 87Q: 41 clusters Score -5.494322e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 24976 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 22956 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 486 members 
Mstep: Class 12 contains 4016 members 
Mstep: Class 13 contains 7638 members 
Mstep: Class 14 contains 76327 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 15718 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 64912 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 40961 members 
Mstep: Class 24 contains 3116 members 
Mstep: Class 25 contains 5613 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 7662 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 9703 members 
Mstep: Class 30 contains 3243 members 
Mstep: Class 31 contains 28312 members 
Mstep: Class 32 contains 5071 members 
Mstep: Class 33 contains 2200 members 
Mstep: Class 34 contains 64445 members 
Mstep: Class 35 contains 6795 members 
Mstep: Class 36 contains 19874 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 1617 members 
Mstep: Class 39 contains 4357 members 
Mstep: Class 40 contains 48489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943428.000000 Penalty: 85999.031250
Iteration 88Q: 41 clusters Score -5.494343e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 22947 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 14 contains 76328 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 15689 members 
Mstep: Class 17 contains 12389 members 
Mstep: Class 18 contains 18617 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 64911 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 40988 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 5617 members 
Mstep: Class 26 contains 1730 members 
Mstep: Class 27 contains 7663 members 
Mstep: Class 28 contains 3593 members 
Mstep: Class 29 contains 9706 members 
Mstep: Class 30 contains 3254 members 
Mstep: Class 31 contains 28298 members 
Mstep: Class 32 contains 5068 members 
Mstep: Class 33 contains 2214 members 
Mstep: Class 34 contains 64387 members 
Mstep: Class 35 contains 6800 members 
Mstep: Class 36 contains 19864 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 1627 members 
Mstep: Class 39 contains 4441 members 
Mstep: Class 40 contains 48516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943488.000000 Penalty: 85999.031250
Iteration 89Q: 41 clusters Score -5.494349e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 24984 members 
Mstep: Class 4 contains 7425 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 22943 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 3634 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 3811 members 
Mstep: Class 13 contains 7632 members 
Mstep: Class 14 contains 76328 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 15652 members 
Mstep: Class 17 contains 12412 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 64904 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 41011 members 
Mstep: Class 24 contains 3131 members 
Mstep: Class 25 contains 5620 members 
Mstep: Class 26 contains 1729 members 
Mstep: Class 27 contains 7666 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 9704 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 28274 members 
Mstep: Class 32 contains 5067 members 
Mstep: Class 33 contains 2228 members 
Mstep: Class 34 contains 64338 members 
Mstep: Class 35 contains 6800 members 
Mstep: Class 36 contains 19860 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 1639 members 
Mstep: Class 39 contains 4521 members 
Mstep: Class 40 contains 48543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943488.000000 Penalty: 85999.031250
Iteration 90Q: 41 clusters Score -5.494349e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6353 members 
Mstep: Class 3 contains 24987 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 22941 members 
Mstep: Class 7 contains 11455 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 3962 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 3734 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 76328 members 
Mstep: Class 15 contains 4729 members 
Mstep: Class 16 contains 15632 members 
Mstep: Class 17 contains 12437 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 64896 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 41021 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 5626 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 9702 members 
Mstep: Class 30 contains 3278 members 
Mstep: Class 31 contains 28258 members 
Mstep: Class 32 contains 5069 members 
Mstep: Class 33 contains 2245 members 
Mstep: Class 34 contains 64302 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19853 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 1646 members 
Mstep: Class 39 contains 4562 members 
Mstep: Class 40 contains 48575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943680.000000 Penalty: 85999.031250
Iteration 91Q: 41 clusters Score -5.494368e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 24989 members 
Mstep: Class 4 contains 7424 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22935 members 
Mstep: Class 7 contains 11453 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 3638 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 76327 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 15616 members 
Mstep: Class 17 contains 12462 members 
Mstep: Class 18 contains 18572 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 64895 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41028 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 5629 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 9707 members 
Mstep: Class 30 contains 3287 members 
Mstep: Class 31 contains 28246 members 
Mstep: Class 32 contains 5057 members 
Mstep: Class 33 contains 2266 members 
Mstep: Class 34 contains 64279 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19844 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 1652 members 
Mstep: Class 39 contains 4600 members 
Mstep: Class 40 contains 48595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943816.000000 Penalty: 85999.031250
Iteration 92Q: 41 clusters Score -5.494382e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 7415 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 22935 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 484 members 
Mstep: Class 12 contains 3633 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 76325 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 15604 members 
Mstep: Class 17 contains 12478 members 
Mstep: Class 18 contains 18558 members 
Mstep: Class 19 contains 2038 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 64891 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41038 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 9705 members 
Mstep: Class 30 contains 3291 members 
Mstep: Class 31 contains 28234 members 
Mstep: Class 32 contains 5058 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 64266 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19836 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1658 members 
Mstep: Class 39 contains 4631 members 
Mstep: Class 40 contains 48606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54943940.000000 Penalty: 85999.031250
Iteration 93Q: 41 clusters Score -5.494394e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6363 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 7406 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 22936 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 3642 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76324 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 15594 members 
Mstep: Class 17 contains 12494 members 
Mstep: Class 18 contains 18551 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 2396 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41048 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 7670 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 9703 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 28228 members 
Mstep: Class 32 contains 5059 members 
Mstep: Class 33 contains 2304 members 
Mstep: Class 34 contains 64255 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19831 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 1660 members 
Mstep: Class 39 contains 4648 members 
Mstep: Class 40 contains 48611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944000.000000 Penalty: 85999.031250
Iteration 94Q: 41 clusters Score -5.4944e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 2228 members 
Mstep: Class 6 contains 22936 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76325 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 15575 members 
Mstep: Class 17 contains 12506 members 
Mstep: Class 18 contains 18547 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 64877 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41051 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 5631 members 
Mstep: Class 26 contains 1721 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 9702 members 
Mstep: Class 30 contains 3303 members 
Mstep: Class 31 contains 28223 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 2329 members 
Mstep: Class 34 contains 64250 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19828 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 1662 members 
Mstep: Class 39 contains 4650 members 
Mstep: Class 40 contains 48617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944088.000000 Penalty: 85999.031250
Iteration 95Q: 41 clusters Score -5.494409e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6368 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 7407 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 22937 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 483 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 7609 members 
Mstep: Class 14 contains 76326 members 
Mstep: Class 15 contains 4787 members 
Mstep: Class 16 contains 15567 members 
Mstep: Class 17 contains 12513 members 
Mstep: Class 18 contains 18542 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 64879 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41054 members 
Mstep: Class 24 contains 3135 members 
Mstep: Class 25 contains 5634 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9701 members 
Mstep: Class 30 contains 3305 members 
Mstep: Class 31 contains 28218 members 
Mstep: Class 32 contains 5058 members 
Mstep: Class 33 contains 2356 members 
Mstep: Class 34 contains 64241 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19827 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 1663 members 
Mstep: Class 39 contains 4636 members 
Mstep: Class 40 contains 48618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944092.000000 Penalty: 85999.031250
Iteration 96Q: 41 clusters Score -5.494409e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 24977 members 
Mstep: Class 4 contains 7407 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22935 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 76327 members 
Mstep: Class 15 contains 4790 members 
Mstep: Class 16 contains 15560 members 
Mstep: Class 17 contains 12522 members 
Mstep: Class 18 contains 18540 members 
Mstep: Class 19 contains 2049 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 64878 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41058 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 5637 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 9699 members 
Mstep: Class 30 contains 3310 members 
Mstep: Class 31 contains 28206 members 
Mstep: Class 32 contains 5059 members 
Mstep: Class 33 contains 2373 members 
Mstep: Class 34 contains 64239 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19824 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1663 members 
Mstep: Class 39 contains 4628 members 
Mstep: Class 40 contains 48620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944012.000000 Penalty: 85999.031250
Iteration 97Q: 41 clusters Score -5.494401e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22934 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 15553 members 
Mstep: Class 17 contains 12526 members 
Mstep: Class 18 contains 18543 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 64878 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41060 members 
Mstep: Class 24 contains 3131 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 9695 members 
Mstep: Class 30 contains 3314 members 
Mstep: Class 31 contains 28203 members 
Mstep: Class 32 contains 5059 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 64237 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19822 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1663 members 
Mstep: Class 39 contains 4612 members 
Mstep: Class 40 contains 48622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944068.000000 Penalty: 85999.031250
Iteration 98Q: 41 clusters Score -5.494407e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6371 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22931 members 
Mstep: Class 7 contains 11445 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4803 members 
Mstep: Class 16 contains 15549 members 
Mstep: Class 17 contains 12531 members 
Mstep: Class 18 contains 18544 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 64879 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41063 members 
Mstep: Class 24 contains 3134 members 
Mstep: Class 25 contains 5637 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 9689 members 
Mstep: Class 30 contains 3318 members 
Mstep: Class 31 contains 28199 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 64233 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19819 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1663 members 
Mstep: Class 39 contains 4598 members 
Mstep: Class 40 contains 48622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944096.000000 Penalty: 85999.031250
Iteration 99Q: 41 clusters Score -5.49441e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6371 members 
Mstep: Class 3 contains 24973 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22928 members 
Mstep: Class 7 contains 11441 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 15546 members 
Mstep: Class 17 contains 12538 members 
Mstep: Class 18 contains 18546 members 
Mstep: Class 19 contains 2060 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 64881 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41066 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 5640 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9688 members 
Mstep: Class 30 contains 3321 members 
Mstep: Class 31 contains 28198 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2415 members 
Mstep: Class 34 contains 64228 members 
Mstep: Class 35 contains 6802 members 
Mstep: Class 36 contains 19816 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1663 members 
Mstep: Class 39 contains 4580 members 
Mstep: Class 40 contains 48621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944188.000000 Penalty: 85999.031250
Iteration 100F: 41 clusters Score -5.494419e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6371 members 
Mstep: Class 3 contains 24973 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22924 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 15544 members 
Mstep: Class 17 contains 12547 members 
Mstep: Class 18 contains 18546 members 
Mstep: Class 19 contains 2062 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41068 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 5643 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 9688 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28196 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2429 members 
Mstep: Class 34 contains 64224 members 
Mstep: Class 35 contains 6801 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1664 members 
Mstep: Class 39 contains 4627 members 
Mstep: Class 40 contains 48622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944296.000000 Penalty: 85999.031250
Iteration 101Q: 41 clusters Score -5.49443e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 24979 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22922 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4807 members 
Mstep: Class 16 contains 15538 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 18542 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41072 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 5649 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3613 members 
Mstep: Class 29 contains 9688 members 
Mstep: Class 30 contains 3326 members 
Mstep: Class 31 contains 28197 members 
Mstep: Class 32 contains 5052 members 
Mstep: Class 33 contains 2445 members 
Mstep: Class 34 contains 64217 members 
Mstep: Class 35 contains 6801 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1664 members 
Mstep: Class 39 contains 4650 members 
Mstep: Class 40 contains 48624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944384.000000 Penalty: 85999.031250
Iteration 102Q: 41 clusters Score -5.494438e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 24979 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22920 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4809 members 
Mstep: Class 16 contains 15533 members 
Mstep: Class 17 contains 12553 members 
Mstep: Class 18 contains 18544 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 64881 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41075 members 
Mstep: Class 24 contains 3139 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7667 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 9687 members 
Mstep: Class 30 contains 3329 members 
Mstep: Class 31 contains 28194 members 
Mstep: Class 32 contains 5051 members 
Mstep: Class 33 contains 2467 members 
Mstep: Class 34 contains 64214 members 
Mstep: Class 35 contains 6801 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1664 members 
Mstep: Class 39 contains 4651 members 
Mstep: Class 40 contains 48626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944428.000000 Penalty: 85999.031250
Iteration 103Q: 41 clusters Score -5.494443e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22918 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4812 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 12554 members 
Mstep: Class 18 contains 18544 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 64880 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41078 members 
Mstep: Class 24 contains 3143 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3627 members 
Mstep: Class 29 contains 9688 members 
Mstep: Class 30 contains 3326 members 
Mstep: Class 31 contains 28188 members 
Mstep: Class 32 contains 5051 members 
Mstep: Class 33 contains 2480 members 
Mstep: Class 34 contains 64209 members 
Mstep: Class 35 contains 6800 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1664 members 
Mstep: Class 39 contains 4653 members 
Mstep: Class 40 contains 48628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944464.000000 Penalty: 85999.031250
Iteration 104Q: 41 clusters Score -5.494446e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 24985 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22918 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4813 members 
Mstep: Class 16 contains 15524 members 
Mstep: Class 17 contains 12555 members 
Mstep: Class 18 contains 18544 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 64882 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41078 members 
Mstep: Class 24 contains 3147 members 
Mstep: Class 25 contains 5664 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3635 members 
Mstep: Class 29 contains 9687 members 
Mstep: Class 30 contains 3327 members 
Mstep: Class 31 contains 28185 members 
Mstep: Class 32 contains 5051 members 
Mstep: Class 33 contains 2487 members 
Mstep: Class 34 contains 64204 members 
Mstep: Class 35 contains 6800 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1664 members 
Mstep: Class 39 contains 4651 members 
Mstep: Class 40 contains 48631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944556.000000 Penalty: 85999.031250
Iteration 105Q: 41 clusters Score -5.494456e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 24982 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22916 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15520 members 
Mstep: Class 17 contains 12557 members 
Mstep: Class 18 contains 18539 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 64884 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41079 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 5660 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3641 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3327 members 
Mstep: Class 31 contains 28184 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2495 members 
Mstep: Class 34 contains 64200 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4653 members 
Mstep: Class 40 contains 48633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944544.000000 Penalty: 85999.031250
Iteration 106Q: 41 clusters Score -5.494454e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 24980 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22916 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15521 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 18538 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64887 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41079 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3641 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3326 members 
Mstep: Class 31 contains 28181 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2502 members 
Mstep: Class 34 contains 64196 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19810 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4660 members 
Mstep: Class 40 contains 48633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944564.000000 Penalty: 85999.031250
Iteration 107Q: 41 clusters Score -5.494456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 24981 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22914 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15520 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 18537 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64888 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3157 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3642 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 28180 members 
Mstep: Class 32 contains 5053 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 64191 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4671 members 
Mstep: Class 40 contains 48634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944620.000000 Penalty: 85999.031250
Iteration 108Q: 41 clusters Score -5.494462e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6382 members 
Mstep: Class 3 contains 24978 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15520 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 18537 members 
Mstep: Class 19 contains 2080 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64891 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3159 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 28180 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2512 members 
Mstep: Class 34 contains 64187 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4682 members 
Mstep: Class 40 contains 48636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944576.000000 Penalty: 85999.031250
Iteration 109Q: 41 clusters Score -5.494458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 24977 members 
Mstep: Class 4 contains 7384 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15517 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 18537 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64895 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3162 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 1718 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 28180 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 64182 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4690 members 
Mstep: Class 40 contains 48637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944592.000000 Penalty: 85999.031250
Iteration 110Q: 41 clusters Score -5.494459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 24976 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15515 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 18536 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64896 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 28180 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2514 members 
Mstep: Class 34 contains 64181 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4696 members 
Mstep: Class 40 contains 48638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944632.000000 Penalty: 85999.031250
Iteration 111Q: 41 clusters Score -5.494463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 24976 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 18 contains 18534 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64896 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3168 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28181 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2513 members 
Mstep: Class 34 contains 64180 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4704 members 
Mstep: Class 40 contains 48639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944616.000000 Penalty: 85999.031250
Iteration 112Q: 41 clusters Score -5.494462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 24976 members 
Mstep: Class 4 contains 7371 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11424 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15510 members 
Mstep: Class 17 contains 12562 members 
Mstep: Class 18 contains 18533 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64896 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28180 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2516 members 
Mstep: Class 34 contains 64179 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4710 members 
Mstep: Class 40 contains 48640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944604.000000 Penalty: 85999.031250
Iteration 113Q: 41 clusters Score -5.49446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 24977 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15508 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 18533 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64894 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41080 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5656 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7670 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28177 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 64175 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4713 members 
Mstep: Class 40 contains 48644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944576.000000 Penalty: 85999.031250
Iteration 114Q: 41 clusters Score -5.494458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6385 members 
Mstep: Class 3 contains 24975 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22915 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 15506 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 18533 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64894 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7672 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28169 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 64173 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4715 members 
Mstep: Class 40 contains 48645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944600.000000 Penalty: 85999.031250
Iteration 115Q: 41 clusters Score -5.49446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24974 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 15503 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 18532 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64892 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7674 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28165 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 64173 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4716 members 
Mstep: Class 40 contains 48648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944628.000000 Penalty: 85999.031250
Iteration 116Q: 41 clusters Score -5.494463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22911 members 
Mstep: Class 7 contains 11429 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15503 members 
Mstep: Class 17 contains 12568 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64891 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7675 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9686 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28161 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1665 members 
Mstep: Class 39 contains 4720 members 
Mstep: Class 40 contains 48650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944664.000000 Penalty: 85999.031250
Iteration 117Q: 41 clusters Score -5.494466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24971 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15500 members 
Mstep: Class 17 contains 12571 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64888 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3170 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7676 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28156 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2517 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1667 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 48653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944636.000000 Penalty: 85999.031250
Iteration 118Q: 41 clusters Score -5.494464e+07 nChanged 25
Entering ConstructFrom: 
Score: -54944636.000000 Penalty: 85999.031250
Entering ConstructFrom: 
Trying to split cluster 1 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -248380.921875 Penalty: 1275.578491
	Iteration 0F: 2 clusters Score -248380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -245911.328125 Penalty: 2551.156982
	Iteration 0F: 3 clusters Score -245911.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -246500.796875 Penalty: 2551.156982
	Iteration 1F: 3 clusters Score -246500.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -246646.046875 Penalty: 2551.156982
	Iteration 2F: 3 clusters Score -246646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -246742.593750 Penalty: 2551.156982
	Iteration 3F: 3 clusters Score -246742.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -246827.859375 Penalty: 2551.156982
	Iteration 4Q: 3 clusters Score -246827.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -246882.031250 Penalty: 2551.156982
	Iteration 5Q: 3 clusters Score -246882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -246938.843750 Penalty: 2551.156982
	Iteration 6Q: 3 clusters Score -246938.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -247009.046875 Penalty: 2551.156982
	Iteration 7Q: 3 clusters Score -247009 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -247118.421875 Penalty: 2551.156982
	Iteration 8Q: 3 clusters Score -247118.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -247270.250000 Penalty: 2551.156982
	Iteration 9Q: 3 clusters Score -247270.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -247435.812500 Penalty: 2551.156982
	Iteration 10F: 3 clusters Score -247435.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247568.812500 Penalty: 2551.156982
	Iteration 11Q: 3 clusters Score -247568.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -247686.953125 Penalty: 2551.156982
	Iteration 12Q: 3 clusters Score -247687 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247783.546875 Penalty: 2551.156982
	Iteration 13Q: 3 clusters Score -247783.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -247849.265625 Penalty: 2551.156982
	Iteration 14Q: 3 clusters Score -247849.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -247903.890625 Penalty: 2551.156982
	Iteration 15Q: 3 clusters Score -247903.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -247947.015625 Penalty: 2551.156982
	Iteration 16Q: 3 clusters Score -247947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247994.531250 Penalty: 2551.156982
	Iteration 17Q: 3 clusters Score -247994.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248028.265625 Penalty: 2551.156982
	Iteration 18Q: 3 clusters Score -248028.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -248055.546875 Penalty: 2551.156982
	Iteration 19Q: 3 clusters Score -248055.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -248076.515625 Penalty: 2551.156982
	Iteration 20F: 3 clusters Score -248076.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248090.859375 Penalty: 2551.156982
	Iteration 21Q: 3 clusters Score -248090.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -248106.984375 Penalty: 2551.156982
	Iteration 22Q: 3 clusters Score -248107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -248119.078125 Penalty: 2551.156982
	Iteration 23Q: 3 clusters Score -248119.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248129.734375 Penalty: 2551.156982
	Iteration 24Q: 3 clusters Score -248129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248145.578125 Penalty: 2551.156982
	Iteration 25Q: 3 clusters Score -248145.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -248155.750000 Penalty: 2551.156982
	Iteration 26Q: 3 clusters Score -248155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -248164.468750 Penalty: 2551.156982
	Iteration 27Q: 3 clusters Score -248164.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -248167.015625 Penalty: 2551.156982
	Iteration 28Q: 3 clusters Score -248167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -248168.437500 Penalty: 2551.156982
	Iteration 29Q: 3 clusters Score -248168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -248168.750000 Penalty: 2551.156982
	Iteration 30Q: 3 clusters Score -248168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248169.875000 Penalty: 2551.156982
	Iteration 31Q: 3 clusters Score -248169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -248171.562500 Penalty: 2551.156982
	Iteration 32Q: 3 clusters Score -248171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -248172.796875 Penalty: 2551.156982
	Iteration 33Q: 3 clusters Score -248172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -248175.781250 Penalty: 2551.156982
	Iteration 34Q: 3 clusters Score -248175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -248177.906250 Penalty: 2551.156982
	Iteration 35Q: 3 clusters Score -248177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -248179.203125 Penalty: 2551.156982
	Iteration 36Q: 3 clusters Score -248179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -248181.281250 Penalty: 2551.156982
	Iteration 37Q: 3 clusters Score -248181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248184.703125 Penalty: 2551.156982
	Iteration 38Q: 3 clusters Score -248184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -248190.093750 Penalty: 2551.156982
	Iteration 39Q: 3 clusters Score -248190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -248196.171875 Penalty: 2551.156982
	Iteration 40F: 3 clusters Score -248196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -248199.046875 Penalty: 2551.156982
	Iteration 41Q: 3 clusters Score -248199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -248201.968750 Penalty: 2551.156982
	Iteration 42Q: 3 clusters Score -248202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248203.359375 Penalty: 2551.156982
	Iteration 43Q: 3 clusters Score -248203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248203.359375 Penalty: 2551.156982
	Iteration 44F: 3 clusters Score -248203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -643582.687500 Penalty: 1423.802856
	Iteration 0F: 2 clusters Score -643582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -638749.312500 Penalty: 2847.605713
	Iteration 0F: 3 clusters Score -638749.3 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -640188.562500 Penalty: 2847.605713
	Iteration 1F: 3 clusters Score -640188.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -640383.312500 Penalty: 2847.605713
	Iteration 2F: 3 clusters Score -640383.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -640522.687500 Penalty: 2847.605713
	Iteration 3F: 3 clusters Score -640522.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -640636.437500 Penalty: 2847.605713
	Iteration 4Q: 3 clusters Score -640636.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -640747.687500 Penalty: 2847.605713
	Iteration 5Q: 3 clusters Score -640747.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -640858.312500 Penalty: 2847.605713
	Iteration 6Q: 3 clusters Score -640858.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -640965.562500 Penalty: 2847.605713
	Iteration 7Q: 3 clusters Score -640965.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -641073.937500 Penalty: 2847.605713
	Iteration 8Q: 3 clusters Score -641073.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -641197.000000 Penalty: 2847.605713
	Iteration 9Q: 3 clusters Score -641197 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -641336.812500 Penalty: 2847.605713
	Iteration 10Q: 3 clusters Score -641336.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -641471.062500 Penalty: 2847.605713
	Iteration 11Q: 3 clusters Score -641471.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -641638.375000 Penalty: 2847.605713
	Iteration 12Q: 3 clusters Score -641638.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -641825.750000 Penalty: 2847.605713
	Iteration 13Q: 3 clusters Score -641825.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -642020.562500 Penalty: 2847.605713
	Iteration 14Q: 3 clusters Score -642020.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -642185.125000 Penalty: 2847.605713
	Iteration 15Q: 3 clusters Score -642185.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -642299.437500 Penalty: 2847.605713
	Iteration 16Q: 3 clusters Score -642299.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -642395.062500 Penalty: 2847.605713
	Iteration 17Q: 3 clusters Score -642395.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -642496.062500 Penalty: 2847.605713
	Iteration 18Q: 3 clusters Score -642496.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -642612.312500 Penalty: 2847.605713
	Iteration 19Q: 3 clusters Score -642612.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -642735.187500 Penalty: 2847.605713
	Iteration 20F: 3 clusters Score -642735.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -642824.125000 Penalty: 2847.605713
	Iteration 21Q: 3 clusters Score -642824.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -642884.687500 Penalty: 2847.605713
	Iteration 22Q: 3 clusters Score -642884.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -642925.375000 Penalty: 2847.605713
	Iteration 23Q: 3 clusters Score -642925.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -642955.125000 Penalty: 2847.605713
	Iteration 24Q: 3 clusters Score -642955.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -642978.125000 Penalty: 2847.605713
	Iteration 25Q: 3 clusters Score -642978.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -642988.000000 Penalty: 2847.605713
	Iteration 26Q: 3 clusters Score -642988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -642994.562500 Penalty: 2847.605713
	Iteration 27Q: 3 clusters Score -642994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -642996.312500 Penalty: 2847.605713
	Iteration 28Q: 3 clusters Score -642996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -642996.312500 Penalty: 2847.605713
	Iteration 29Q: 3 clusters Score -642996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -642996.937500 Penalty: 2847.605713
	Iteration 30Q: 3 clusters Score -642996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -642996.937500 Penalty: 2847.605713
	Iteration 31F: 3 clusters Score -642996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Entering Unmasked Estep 
Score: -2310466.500000 Penalty: 1645.369385
	Iteration 0F: 2 clusters Score -2310466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2293632.000000 Penalty: 3290.738770
	Iteration 0F: 3 clusters Score -2293632 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2300724.500000 Penalty: 3290.738770
	Iteration 1F: 3 clusters Score -2300724 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2302121.500000 Penalty: 3290.738770
	Iteration 2F: 3 clusters Score -2302122 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2303843.000000 Penalty: 3290.738770
	Iteration 3F: 3 clusters Score -2303843 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2305456.500000 Penalty: 3290.738770
	Iteration 4F: 3 clusters Score -2305456 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2306746.500000 Penalty: 3290.738770
	Iteration 5F: 3 clusters Score -2306746 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2307703.750000 Penalty: 3290.738770
	Iteration 6F: 3 clusters Score -2307704 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2308480.500000 Penalty: 3290.738770
	Iteration 7Q: 3 clusters Score -2308480 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2309115.750000 Penalty: 3290.738770
	Iteration 8Q: 3 clusters Score -2309116 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2309640.000000 Penalty: 3290.738770
	Iteration 9Q: 3 clusters Score -2309640 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2310035.500000 Penalty: 3290.738770
	Iteration 10Q: 3 clusters Score -2310036 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2310320.000000 Penalty: 3290.738770
	Iteration 11Q: 3 clusters Score -2310320 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2310515.250000 Penalty: 3290.738770
	Iteration 12Q: 3 clusters Score -2310515 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2310616.750000 Penalty: 3290.738770
	Iteration 13Q: 3 clusters Score -2310617 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2310679.250000 Penalty: 3290.738770
	Iteration 14Q: 3 clusters Score -2310679 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2310710.750000 Penalty: 3290.738770
	Iteration 15Q: 3 clusters Score -2310711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2310728.500000 Penalty: 3290.738770
	Iteration 16Q: 3 clusters Score -2310728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2310742.250000 Penalty: 3290.738770
	Iteration 17Q: 3 clusters Score -2310742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2310757.750000 Penalty: 3290.738770
	Iteration 18Q: 3 clusters Score -2310758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2310769.000000 Penalty: 3290.738770
	Iteration 19Q: 3 clusters Score -2310769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2310783.500000 Penalty: 3290.738770
	Iteration 20F: 3 clusters Score -2310784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2310793.750000 Penalty: 3290.738770
	Iteration 21Q: 3 clusters Score -2310794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2310804.500000 Penalty: 3290.738770
	Iteration 22Q: 3 clusters Score -2310804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2310809.250000 Penalty: 3290.738770
	Iteration 23Q: 3 clusters Score -2310809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2310821.500000 Penalty: 3290.738770
	Iteration 24Q: 3 clusters Score -2310822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2310825.250000 Penalty: 3290.738770
	Iteration 25Q: 3 clusters Score -2310825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2310831.750000 Penalty: 3290.738770
	Iteration 26Q: 3 clusters Score -2310832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2310833.750000 Penalty: 3290.738770
	Iteration 27Q: 3 clusters Score -2310834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2310833.750000 Penalty: 3290.738770
	Iteration 28Q: 3 clusters Score -2310834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2310833.000000 Penalty: 3290.738770
	Iteration 29Q: 3 clusters Score -2310833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2310835.750000 Penalty: 3290.738770
	Iteration 30Q: 3 clusters Score -2310836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2310837.000000 Penalty: 3290.738770
	Iteration 31Q: 3 clusters Score -2310837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2310841.000000 Penalty: 3290.738770
	Iteration 32Q: 3 clusters Score -2310841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2310841.000000 Penalty: 3290.738770
	Iteration 33Q: 3 clusters Score -2310841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2310836.750000 Penalty: 3290.738770
	Iteration 34Q: 3 clusters Score -2310837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2310840.750000 Penalty: 3290.738770
	Iteration 35Q: 3 clusters Score -2310841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2310842.000000 Penalty: 3290.738770
	Iteration 36Q: 3 clusters Score -2310842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2310841.500000 Penalty: 3290.738770
	Iteration 37Q: 3 clusters Score -2310842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2310842.750000 Penalty: 3290.738770
	Iteration 38Q: 3 clusters Score -2310843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2310842.500000 Penalty: 3290.738770
	Iteration 39Q: 3 clusters Score -2310842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2310842.000000 Penalty: 3290.738770
	Iteration 40F: 3 clusters Score -2310842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15494 members 
Mstep: Class 17 contains 12575 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64887 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7677 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28155 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1672 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 48655 members 
Mstep: Class 41 contains 23564 members 
Entering Unmasked Estep 
Score: -54944340.000000 Penalty: 88149.007812
Splitting cluster 3 changes total score from -54944636.000000 to -54944340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -646773.937500 Penalty: 1447.024536
	Iteration 0F: 2 clusters Score -646773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -641406.687500 Penalty: 2894.049072
	Iteration 0F: 3 clusters Score -641406.7 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -643505.500000 Penalty: 2894.049072
	Iteration 1F: 3 clusters Score -643505.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -644011.062500 Penalty: 2894.049072
	Iteration 2F: 3 clusters Score -644011.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -644412.875000 Penalty: 2894.049072
	Iteration 3F: 3 clusters Score -644412.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -644712.750000 Penalty: 2894.049072
	Iteration 4F: 3 clusters Score -644712.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -644960.687500 Penalty: 2894.049072
	Iteration 5Q: 3 clusters Score -644960.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -645180.500000 Penalty: 2894.049072
	Iteration 6Q: 3 clusters Score -645180.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -645352.312500 Penalty: 2894.049072
	Iteration 7Q: 3 clusters Score -645352.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -645486.875000 Penalty: 2894.049072
	Iteration 8Q: 3 clusters Score -645486.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -645584.000000 Penalty: 2894.049072
	Iteration 9Q: 3 clusters Score -645584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -645660.125000 Penalty: 2894.049072
	Iteration 10Q: 3 clusters Score -645660.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -645732.250000 Penalty: 2894.049072
	Iteration 11Q: 3 clusters Score -645732.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -645802.937500 Penalty: 2894.049072
	Iteration 12Q: 3 clusters Score -645802.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -645866.000000 Penalty: 2894.049072
	Iteration 13Q: 3 clusters Score -645866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -645941.375000 Penalty: 2894.049072
	Iteration 14Q: 3 clusters Score -645941.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -646012.187500 Penalty: 2894.049072
	Iteration 15Q: 3 clusters Score -646012.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -646075.937500 Penalty: 2894.049072
	Iteration 16Q: 3 clusters Score -646075.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -646140.000000 Penalty: 2894.049072
	Iteration 17Q: 3 clusters Score -646140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -646218.000000 Penalty: 2894.049072
	Iteration 18Q: 3 clusters Score -646218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -646276.187500 Penalty: 2894.049072
	Iteration 19Q: 3 clusters Score -646276.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -646319.437500 Penalty: 2894.049072
	Iteration 20F: 3 clusters Score -646319.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -646362.562500 Penalty: 2894.049072
	Iteration 21Q: 3 clusters Score -646362.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -646405.375000 Penalty: 2894.049072
	Iteration 22Q: 3 clusters Score -646405.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -646439.500000 Penalty: 2894.049072
	Iteration 23Q: 3 clusters Score -646439.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -646461.000000 Penalty: 2894.049072
	Iteration 24Q: 3 clusters Score -646461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -646483.062500 Penalty: 2894.049072
	Iteration 25Q: 3 clusters Score -646483.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -646499.625000 Penalty: 2894.049072
	Iteration 26Q: 3 clusters Score -646499.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -646511.500000 Penalty: 2894.049072
	Iteration 27Q: 3 clusters Score -646511.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -646526.625000 Penalty: 2894.049072
	Iteration 28Q: 3 clusters Score -646526.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -646533.687500 Penalty: 2894.049072
	Iteration 29Q: 3 clusters Score -646533.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -646539.625000 Penalty: 2894.049072
	Iteration 30Q: 3 clusters Score -646539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -646545.187500 Penalty: 2894.049072
	Iteration 31Q: 3 clusters Score -646545.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -646549.250000 Penalty: 2894.049072
	Iteration 32Q: 3 clusters Score -646549.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -646552.250000 Penalty: 2894.049072
	Iteration 33Q: 3 clusters Score -646552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -646556.500000 Penalty: 2894.049072
	Iteration 34Q: 3 clusters Score -646556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -646559.750000 Penalty: 2894.049072
	Iteration 35Q: 3 clusters Score -646559.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -646559.625000 Penalty: 2894.049072
	Iteration 36Q: 3 clusters Score -646559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -646560.687500 Penalty: 2894.049072
	Iteration 37Q: 3 clusters Score -646560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -646561.687500 Penalty: 2894.049072
	Iteration 38Q: 3 clusters Score -646561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -646561.062500 Penalty: 2894.049072
	Iteration 39Q: 3 clusters Score -646561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -646562.437500 Penalty: 2894.049072
	Iteration 40F: 3 clusters Score -646562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -646562.437500 Penalty: 2894.049072
	Iteration 41Q: 3 clusters Score -646562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -646563.937500 Penalty: 2894.049072
	Iteration 42Q: 3 clusters Score -646563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -646565.375000 Penalty: 2894.049072
	Iteration 43Q: 3 clusters Score -646565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -646564.062500 Penalty: 2894.049072
	Iteration 44Q: 3 clusters Score -646564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -646564.125000 Penalty: 2894.049072
	Iteration 45Q: 3 clusters Score -646564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -646563.875000 Penalty: 2894.049072
	Iteration 46Q: 3 clusters Score -646563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -646564.187500 Penalty: 2894.049072
	Iteration 47Q: 3 clusters Score -646564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -646564.187500 Penalty: 2894.049072
	Iteration 48F: 3 clusters Score -646564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -220184.265625 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -220184.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217933.718750 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -217933.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -218398.906250 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -218398.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -218511.593750 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -218511.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -218573.062500 Penalty: 2505.670898
	Iteration 3Q: 3 clusters Score -218573.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -218620.828125 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -218620.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -218663.765625 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -218663.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218700.546875 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -218700.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -218728.359375 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -218728.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -218742.984375 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -218743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -218757.750000 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -218757.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -218772.828125 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -218772.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -218792.359375 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -218792.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -218807.156250 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -218807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -218820.906250 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -218820.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -218835.062500 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -218835.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -218851.000000 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -218851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -218869.031250 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -218869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -218883.390625 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -218883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -218898.968750 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -218899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -218921.078125 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -218921.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -218936.750000 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -218936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -218955.265625 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -218955.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -218975.703125 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -218975.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -219017.984375 Penalty: 2505.670898
	Iteration 23Q: 3 clusters Score -219018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -219081.515625 Penalty: 2505.670898
	Iteration 24Q: 3 clusters Score -219081.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -219162.187500 Penalty: 2505.670898
	Iteration 25Q: 3 clusters Score -219162.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -219235.000000 Penalty: 2505.670898
	Iteration 26Q: 3 clusters Score -219235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -219283.890625 Penalty: 2505.670898
	Iteration 27Q: 3 clusters Score -219283.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -219314.578125 Penalty: 2505.670898
	Iteration 28Q: 3 clusters Score -219314.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -219338.593750 Penalty: 2505.670898
	Iteration 29Q: 3 clusters Score -219338.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -219356.546875 Penalty: 2505.670898
	Iteration 30Q: 3 clusters Score -219356.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -219369.265625 Penalty: 2505.670898
	Iteration 31Q: 3 clusters Score -219369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -219378.859375 Penalty: 2505.670898
	Iteration 32Q: 3 clusters Score -219378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -219387.578125 Penalty: 2505.670898
	Iteration 33Q: 3 clusters Score -219387.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -219393.421875 Penalty: 2505.670898
	Iteration 34Q: 3 clusters Score -219393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -219397.375000 Penalty: 2505.670898
	Iteration 35Q: 3 clusters Score -219397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -219401.968750 Penalty: 2505.670898
	Iteration 36Q: 3 clusters Score -219402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -219402.531250 Penalty: 2505.670898
	Iteration 37Q: 3 clusters Score -219402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -219402.937500 Penalty: 2505.670898
	Iteration 38Q: 3 clusters Score -219402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -219404.281250 Penalty: 2505.670898
	Iteration 39Q: 3 clusters Score -219404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -219405.468750 Penalty: 2505.670898
	Iteration 40F: 3 clusters Score -219405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -219408.171875 Penalty: 2505.670898
	Iteration 41Q: 3 clusters Score -219408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -219410.812500 Penalty: 2505.670898
	Iteration 42Q: 3 clusters Score -219410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -219412.515625 Penalty: 2505.670898
	Iteration 43Q: 3 clusters Score -219412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -219415.062500 Penalty: 2505.670898
	Iteration 44Q: 3 clusters Score -219415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -219416.484375 Penalty: 2505.670898
	Iteration 45Q: 3 clusters Score -219416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -219416.562500 Penalty: 2505.670898
	Iteration 46Q: 3 clusters Score -219416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -219416.562500 Penalty: 2505.670898
	Iteration 47F: 3 clusters Score -219416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Entering Unmasked Estep 
Score: -2350758.250000 Penalty: 1631.412109
	Iteration 0F: 2 clusters Score -2350758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2335320.250000 Penalty: 3262.824219
	Iteration 0F: 3 clusters Score -2335320 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2341066.250000 Penalty: 3262.824219
	Iteration 1F: 3 clusters Score -2341066 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2341651.500000 Penalty: 3262.824219
	Iteration 2F: 3 clusters Score -2341652 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2342455.500000 Penalty: 3262.824219
	Iteration 3F: 3 clusters Score -2342456 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2343544.750000 Penalty: 3262.824219
	Iteration 4F: 3 clusters Score -2343545 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2344855.000000 Penalty: 3262.824219
	Iteration 5F: 3 clusters Score -2344855 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2346085.500000 Penalty: 3262.824219
	Iteration 6F: 3 clusters Score -2346086 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2346968.250000 Penalty: 3262.824219
	Iteration 7F: 3 clusters Score -2346968 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2347690.500000 Penalty: 3262.824219
	Iteration 8Q: 3 clusters Score -2347690 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2348314.750000 Penalty: 3262.824219
	Iteration 9Q: 3 clusters Score -2348315 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2348739.750000 Penalty: 3262.824219
	Iteration 10Q: 3 clusters Score -2348740 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2349026.750000 Penalty: 3262.824219
	Iteration 11Q: 3 clusters Score -2349027 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2349193.750000 Penalty: 3262.824219
	Iteration 12Q: 3 clusters Score -2349194 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2349302.750000 Penalty: 3262.824219
	Iteration 13Q: 3 clusters Score -2349303 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2349366.000000 Penalty: 3262.824219
	Iteration 14Q: 3 clusters Score -2349366 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2349400.500000 Penalty: 3262.824219
	Iteration 15Q: 3 clusters Score -2349400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2349441.250000 Penalty: 3262.824219
	Iteration 16Q: 3 clusters Score -2349441 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2349472.500000 Penalty: 3262.824219
	Iteration 17Q: 3 clusters Score -2349472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2349496.250000 Penalty: 3262.824219
	Iteration 18Q: 3 clusters Score -2349496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2349508.750000 Penalty: 3262.824219
	Iteration 19Q: 3 clusters Score -2349509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2349516.250000 Penalty: 3262.824219
	Iteration 20F: 3 clusters Score -2349516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2349527.000000 Penalty: 3262.824219
	Iteration 21Q: 3 clusters Score -2349527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2349542.500000 Penalty: 3262.824219
	Iteration 22Q: 3 clusters Score -2349542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2349546.500000 Penalty: 3262.824219
	Iteration 23Q: 3 clusters Score -2349546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2349554.500000 Penalty: 3262.824219
	Iteration 24Q: 3 clusters Score -2349554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2349574.250000 Penalty: 3262.824219
	Iteration 25Q: 3 clusters Score -2349574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2349581.500000 Penalty: 3262.824219
	Iteration 26Q: 3 clusters Score -2349582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2349590.000000 Penalty: 3262.824219
	Iteration 27Q: 3 clusters Score -2349590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2349593.500000 Penalty: 3262.824219
	Iteration 28Q: 3 clusters Score -2349594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2349595.250000 Penalty: 3262.824219
	Iteration 29Q: 3 clusters Score -2349595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2349599.250000 Penalty: 3262.824219
	Iteration 30Q: 3 clusters Score -2349599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2349601.000000 Penalty: 3262.824219
	Iteration 31Q: 3 clusters Score -2349601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2349610.250000 Penalty: 3262.824219
	Iteration 32Q: 3 clusters Score -2349610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2349607.500000 Penalty: 3262.824219
	Iteration 33Q: 3 clusters Score -2349608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2349612.750000 Penalty: 3262.824219
	Iteration 34Q: 3 clusters Score -2349613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2349612.500000 Penalty: 3262.824219
	Iteration 35Q: 3 clusters Score -2349612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2349620.250000 Penalty: 3262.824219
	Iteration 36Q: 3 clusters Score -2349620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2349619.750000 Penalty: 3262.824219
	Iteration 37Q: 3 clusters Score -2349620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2349624.250000 Penalty: 3262.824219
	Iteration 38Q: 3 clusters Score -2349624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2349626.000000 Penalty: 3262.824219
	Iteration 39Q: 3 clusters Score -2349626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2349628.250000 Penalty: 3262.824219
	Iteration 40F: 3 clusters Score -2349628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2349628.750000 Penalty: 3262.824219
	Iteration 41Q: 3 clusters Score -2349629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2349628.000000 Penalty: 3262.824219
	Iteration 42Q: 3 clusters Score -2349628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2349626.250000 Penalty: 3262.824219
	Iteration 43Q: 3 clusters Score -2349626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2349624.750000 Penalty: 3262.824219
	Iteration 44Q: 3 clusters Score -2349625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2349631.000000 Penalty: 3262.824219
	Iteration 45Q: 3 clusters Score -2349631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2349627.000000 Penalty: 3262.824219
	Iteration 46Q: 3 clusters Score -2349627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2349627.250000 Penalty: 3262.824219
	Iteration 47Q: 3 clusters Score -2349627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2349624.250000 Penalty: 3262.824219
	Iteration 48Q: 3 clusters Score -2349624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2349628.750000 Penalty: 3262.824219
	Iteration 49Q: 3 clusters Score -2349629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2349633.500000 Penalty: 3262.824219
	Iteration 50Q: 3 clusters Score -2349634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2349632.500000 Penalty: 3262.824219
	Iteration 51Q: 3 clusters Score -2349632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2349634.000000 Penalty: 3262.824219
	Iteration 52Q: 3 clusters Score -2349634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2349634.250000 Penalty: 3262.824219
	Iteration 53Q: 3 clusters Score -2349634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2349637.500000 Penalty: 3262.824219
	Iteration 54Q: 3 clusters Score -2349638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2349638.000000 Penalty: 3262.824219
	Iteration 55Q: 3 clusters Score -2349638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2349638.000000 Penalty: 3262.824219
	Iteration 56Q: 3 clusters Score -2349638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2349635.500000 Penalty: 3262.824219
	Iteration 57Q: 3 clusters Score -2349636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2349640.250000 Penalty: 3262.824219
	Iteration 58Q: 3 clusters Score -2349640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2349636.250000 Penalty: 3262.824219
	Iteration 59Q: 3 clusters Score -2349636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2349637.250000 Penalty: 3262.824219
	Iteration 60F: 3 clusters Score -2349637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2349633.000000 Penalty: 3262.824219
	Iteration 61Q: 3 clusters Score -2349633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2349639.000000 Penalty: 3262.824219
	Iteration 62Q: 3 clusters Score -2349639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2349638.500000 Penalty: 3262.824219
	Iteration 63Q: 3 clusters Score -2349638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2349639.000000 Penalty: 3262.824219
	Iteration 64Q: 3 clusters Score -2349639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2349642.500000 Penalty: 3262.824219
	Iteration 65Q: 3 clusters Score -2349642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2349641.750000 Penalty: 3262.824219
	Iteration 66Q: 3 clusters Score -2349642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2349640.250000 Penalty: 3262.824219
	Iteration 67Q: 3 clusters Score -2349640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2349638.250000 Penalty: 3262.824219
	Iteration 68Q: 3 clusters Score -2349638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2349635.750000 Penalty: 3262.824219
	Iteration 69Q: 3 clusters Score -2349636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2349636.000000 Penalty: 3262.824219
	Iteration 70Q: 3 clusters Score -2349636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2349641.250000 Penalty: 3262.824219
	Iteration 71Q: 3 clusters Score -2349641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2349637.250000 Penalty: 3262.824219
	Iteration 72Q: 3 clusters Score -2349637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2349638.500000 Penalty: 3262.824219
	Iteration 73Q: 3 clusters Score -2349638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2349638.500000 Penalty: 3262.824219
	Iteration 74Q: 3 clusters Score -2349638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2349639.250000 Penalty: 3262.824219
	Iteration 75Q: 3 clusters Score -2349639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2349639.250000 Penalty: 3262.824219
	Iteration 76Q: 3 clusters Score -2349639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2349637.500000 Penalty: 3262.824219
	Iteration 77Q: 3 clusters Score -2349638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2349640.500000 Penalty: 3262.824219
	Iteration 78Q: 3 clusters Score -2349640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2349637.500000 Penalty: 3262.824219
	Iteration 79Q: 3 clusters Score -2349638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2349637.000000 Penalty: 3262.824219
	Iteration 80F: 3 clusters Score -2349637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2349641.750000 Penalty: 3262.824219
	Iteration 81Q: 3 clusters Score -2349642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2349640.000000 Penalty: 3262.824219
	Iteration 82Q: 3 clusters Score -2349640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2349641.250000 Penalty: 3262.824219
	Iteration 83Q: 3 clusters Score -2349641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2349640.250000 Penalty: 3262.824219
	Iteration 84Q: 3 clusters Score -2349640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2349641.500000 Penalty: 3262.824219
	Iteration 85Q: 3 clusters Score -2349642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2349641.500000 Penalty: 3262.824219
	Iteration 86F: 3 clusters Score -2349642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Entering Unmasked Estep 
Score: -1166159.375000 Penalty: 1518.413574
	Iteration 0F: 2 clusters Score -1166159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1158148.250000 Penalty: 3036.827148
	Iteration 0F: 3 clusters Score -1158148 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1160703.125000 Penalty: 3036.827148
	Iteration 1F: 3 clusters Score -1160703 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1161062.125000 Penalty: 3036.827148
	Iteration 2F: 3 clusters Score -1161062 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1161405.250000 Penalty: 3036.827148
	Iteration 3F: 3 clusters Score -1161405 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1161742.250000 Penalty: 3036.827148
	Iteration 4F: 3 clusters Score -1161742 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1162073.000000 Penalty: 3036.827148
	Iteration 5F: 3 clusters Score -1162073 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1162453.500000 Penalty: 3036.827148
	Iteration 6F: 3 clusters Score -1162454 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1162862.250000 Penalty: 3036.827148
	Iteration 7F: 3 clusters Score -1162862 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1163250.500000 Penalty: 3036.827148
	Iteration 8Q: 3 clusters Score -1163250 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1163623.750000 Penalty: 3036.827148
	Iteration 9Q: 3 clusters Score -1163624 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1163937.875000 Penalty: 3036.827148
	Iteration 10Q: 3 clusters Score -1163938 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1164172.125000 Penalty: 3036.827148
	Iteration 11Q: 3 clusters Score -1164172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1164315.625000 Penalty: 3036.827148
	Iteration 12Q: 3 clusters Score -1164316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1164399.625000 Penalty: 3036.827148
	Iteration 13Q: 3 clusters Score -1164400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1164461.875000 Penalty: 3036.827148
	Iteration 14Q: 3 clusters Score -1164462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1164509.250000 Penalty: 3036.827148
	Iteration 15Q: 3 clusters Score -1164509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1164543.750000 Penalty: 3036.827148
	Iteration 16Q: 3 clusters Score -1164544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1164574.875000 Penalty: 3036.827148
	Iteration 17Q: 3 clusters Score -1164575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1164609.125000 Penalty: 3036.827148
	Iteration 18Q: 3 clusters Score -1164609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1164635.250000 Penalty: 3036.827148
	Iteration 19Q: 3 clusters Score -1164635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1164657.875000 Penalty: 3036.827148
	Iteration 20F: 3 clusters Score -1164658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1164673.250000 Penalty: 3036.827148
	Iteration 21Q: 3 clusters Score -1164673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1164687.000000 Penalty: 3036.827148
	Iteration 22Q: 3 clusters Score -1164687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1164693.625000 Penalty: 3036.827148
	Iteration 23Q: 3 clusters Score -1164694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1164709.250000 Penalty: 3036.827148
	Iteration 24Q: 3 clusters Score -1164709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1164720.875000 Penalty: 3036.827148
	Iteration 25Q: 3 clusters Score -1164721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1164738.750000 Penalty: 3036.827148
	Iteration 26Q: 3 clusters Score -1164739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1164743.625000 Penalty: 3036.827148
	Iteration 27Q: 3 clusters Score -1164744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1164743.125000 Penalty: 3036.827148
	Iteration 28Q: 3 clusters Score -1164743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1164748.125000 Penalty: 3036.827148
	Iteration 29Q: 3 clusters Score -1164748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1164748.625000 Penalty: 3036.827148
	Iteration 30Q: 3 clusters Score -1164749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1164750.250000 Penalty: 3036.827148
	Iteration 31Q: 3 clusters Score -1164750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1164750.375000 Penalty: 3036.827148
	Iteration 32Q: 3 clusters Score -1164750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1164752.250000 Penalty: 3036.827148
	Iteration 33Q: 3 clusters Score -1164752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1164753.250000 Penalty: 3036.827148
	Iteration 34Q: 3 clusters Score -1164753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1164756.000000 Penalty: 3036.827148
	Iteration 35Q: 3 clusters Score -1164756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1164759.375000 Penalty: 3036.827148
	Iteration 36Q: 3 clusters Score -1164759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1164759.000000 Penalty: 3036.827148
	Iteration 37Q: 3 clusters Score -1164759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1164761.125000 Penalty: 3036.827148
	Iteration 38Q: 3 clusters Score -1164761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1164761.375000 Penalty: 3036.827148
	Iteration 39Q: 3 clusters Score -1164761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1164763.250000 Penalty: 3036.827148
	Iteration 40F: 3 clusters Score -1164763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1164761.000000 Penalty: 3036.827148
	Iteration 41Q: 3 clusters Score -1164761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1164762.750000 Penalty: 3036.827148
	Iteration 42Q: 3 clusters Score -1164763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1164765.250000 Penalty: 3036.827148
	Iteration 43Q: 3 clusters Score -1164765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1164763.375000 Penalty: 3036.827148
	Iteration 44Q: 3 clusters Score -1164763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1164764.000000 Penalty: 3036.827148
	Iteration 45Q: 3 clusters Score -1164764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1164764.750000 Penalty: 3036.827148
	Iteration 46Q: 3 clusters Score -1164765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1164767.500000 Penalty: 3036.827148
	Iteration 47Q: 3 clusters Score -1164768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1164768.125000 Penalty: 3036.827148
	Iteration 48Q: 3 clusters Score -1164768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1164767.250000 Penalty: 3036.827148
	Iteration 49Q: 3 clusters Score -1164767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1164767.250000 Penalty: 3036.827148
	Iteration 50F: 3 clusters Score -1164767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -242983.468750 Penalty: 1265.988159
	Iteration 0F: 2 clusters Score -242983.5 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 1195 members 
Entering Unmasked Estep 
Score: -240640.468750 Penalty: 2531.976318
	Iteration 0F: 3 clusters Score -240640.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -241156.718750 Penalty: 2531.976318
	Iteration 1F: 3 clusters Score -241156.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241292.296875 Penalty: 2531.976318
	Iteration 2F: 3 clusters Score -241292.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241390.671875 Penalty: 2531.976318
	Iteration 3F: 3 clusters Score -241390.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -241479.390625 Penalty: 2531.976318
	Iteration 4Q: 3 clusters Score -241479.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -241577.640625 Penalty: 2531.976318
	Iteration 5Q: 3 clusters Score -241577.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -241667.171875 Penalty: 2531.976318
	Iteration 6Q: 3 clusters Score -241667.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -241757.687500 Penalty: 2531.976318
	Iteration 7Q: 3 clusters Score -241757.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -241861.218750 Penalty: 2531.976318
	Iteration 8Q: 3 clusters Score -241861.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -241966.906250 Penalty: 2531.976318
	Iteration 9Q: 3 clusters Score -241966.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -242036.484375 Penalty: 2531.976318
	Iteration 10Q: 3 clusters Score -242036.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -242100.828125 Penalty: 2531.976318
	Iteration 11Q: 3 clusters Score -242100.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -242152.078125 Penalty: 2531.976318
	Iteration 12Q: 3 clusters Score -242152.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -242200.500000 Penalty: 2531.976318
	Iteration 13Q: 3 clusters Score -242200.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -242239.890625 Penalty: 2531.976318
	Iteration 14Q: 3 clusters Score -242239.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -242273.562500 Penalty: 2531.976318
	Iteration 15Q: 3 clusters Score -242273.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -242301.656250 Penalty: 2531.976318
	Iteration 16Q: 3 clusters Score -242301.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -242323.390625 Penalty: 2531.976318
	Iteration 17Q: 3 clusters Score -242323.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -242343.984375 Penalty: 2531.976318
	Iteration 18Q: 3 clusters Score -242344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -242364.562500 Penalty: 2531.976318
	Iteration 19Q: 3 clusters Score -242364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -242382.515625 Penalty: 2531.976318
	Iteration 20F: 3 clusters Score -242382.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -242420.734375 Penalty: 2531.976318
	Iteration 21Q: 3 clusters Score -242420.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -242474.046875 Penalty: 2531.976318
	Iteration 22Q: 3 clusters Score -242474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -242506.109375 Penalty: 2531.976318
	Iteration 23Q: 3 clusters Score -242506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -242517.328125 Penalty: 2531.976318
	Iteration 24Q: 3 clusters Score -242517.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -242520.109375 Penalty: 2531.976318
	Iteration 25Q: 3 clusters Score -242520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -242522.515625 Penalty: 2531.976318
	Iteration 26Q: 3 clusters Score -242522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -242523.296875 Penalty: 2531.976318
	Iteration 27Q: 3 clusters Score -242523.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -242523.296875 Penalty: 2531.976318
	Iteration 28F: 3 clusters Score -242523.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -353342.718750 Penalty: 1332.947876
	Iteration 0F: 2 clusters Score -353342.7 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 1826 members 
Entering Unmasked Estep 
Score: -350243.593750 Penalty: 2665.895752
	Iteration 0F: 3 clusters Score -350243.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -351062.312500 Penalty: 2665.895752
	Iteration 1F: 3 clusters Score -351062.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -351273.218750 Penalty: 2665.895752
	Iteration 2F: 3 clusters Score -351273.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -351447.875000 Penalty: 2665.895752
	Iteration 3F: 3 clusters Score -351447.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -351627.718750 Penalty: 2665.895752
	Iteration 4F: 3 clusters Score -351627.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -351819.343750 Penalty: 2665.895752
	Iteration 5F: 3 clusters Score -351819.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -352019.375000 Penalty: 2665.895752
	Iteration 6F: 3 clusters Score -352019.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -352208.812500 Penalty: 2665.895752
	Iteration 7F: 3 clusters Score -352208.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -352338.593750 Penalty: 2665.895752
	Iteration 8Q: 3 clusters Score -352338.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -352449.375000 Penalty: 2665.895752
	Iteration 9Q: 3 clusters Score -352449.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -352527.093750 Penalty: 2665.895752
	Iteration 10Q: 3 clusters Score -352527.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352574.281250 Penalty: 2665.895752
	Iteration 11Q: 3 clusters Score -352574.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -352613.031250 Penalty: 2665.895752
	Iteration 12Q: 3 clusters Score -352613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -352648.281250 Penalty: 2665.895752
	Iteration 13Q: 3 clusters Score -352648.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -352681.312500 Penalty: 2665.895752
	Iteration 14Q: 3 clusters Score -352681.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -352710.687500 Penalty: 2665.895752
	Iteration 15Q: 3 clusters Score -352710.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -352732.593750 Penalty: 2665.895752
	Iteration 16Q: 3 clusters Score -352732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -352754.250000 Penalty: 2665.895752
	Iteration 17Q: 3 clusters Score -352754.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -352772.906250 Penalty: 2665.895752
	Iteration 18Q: 3 clusters Score -352772.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -352788.062500 Penalty: 2665.895752
	Iteration 19Q: 3 clusters Score -352788.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -352804.718750 Penalty: 2665.895752
	Iteration 20F: 3 clusters Score -352804.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -352816.906250 Penalty: 2665.895752
	Iteration 21Q: 3 clusters Score -352816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -352821.156250 Penalty: 2665.895752
	Iteration 22Q: 3 clusters Score -352821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -352822.500000 Penalty: 2665.895752
	Iteration 23Q: 3 clusters Score -352822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -352822.937500 Penalty: 2665.895752
	Iteration 24Q: 3 clusters Score -352822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -352822.968750 Penalty: 2665.895752
	Iteration 25Q: 3 clusters Score -352823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -352823.312500 Penalty: 2665.895752
	Iteration 26Q: 3 clusters Score -352823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -352824.218750 Penalty: 2665.895752
	Iteration 27Q: 3 clusters Score -352824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -352824.437500 Penalty: 2665.895752
	Iteration 28Q: 3 clusters Score -352824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -352824.156250 Penalty: 2665.895752
	Iteration 29Q: 3 clusters Score -352824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -352824.156250 Penalty: 2665.895752
	Iteration 30F: 3 clusters Score -352824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -385293.125000 Penalty: 1346.272949
	Iteration 0F: 2 clusters Score -385293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -381978.531250 Penalty: 2692.545898
	Iteration 0F: 3 clusters Score -381978.5 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -383005.562500 Penalty: 2692.545898
	Iteration 1F: 3 clusters Score -383005.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -383246.468750 Penalty: 2692.545898
	Iteration 2F: 3 clusters Score -383246.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -383434.906250 Penalty: 2692.545898
	Iteration 3F: 3 clusters Score -383434.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -383577.281250 Penalty: 2692.545898
	Iteration 4F: 3 clusters Score -383577.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -383700.375000 Penalty: 2692.545898
	Iteration 5Q: 3 clusters Score -383700.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -383806.968750 Penalty: 2692.545898
	Iteration 6Q: 3 clusters Score -383807 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -383901.500000 Penalty: 2692.545898
	Iteration 7Q: 3 clusters Score -383901.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -383973.687500 Penalty: 2692.545898
	Iteration 8Q: 3 clusters Score -383973.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -384022.937500 Penalty: 2692.545898
	Iteration 9Q: 3 clusters Score -384022.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -384084.312500 Penalty: 2692.545898
	Iteration 10Q: 3 clusters Score -384084.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -384135.906250 Penalty: 2692.545898
	Iteration 11Q: 3 clusters Score -384135.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -384175.531250 Penalty: 2692.545898
	Iteration 12Q: 3 clusters Score -384175.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -384200.062500 Penalty: 2692.545898
	Iteration 13Q: 3 clusters Score -384200.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -384219.687500 Penalty: 2692.545898
	Iteration 14Q: 3 clusters Score -384219.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -384234.906250 Penalty: 2692.545898
	Iteration 15Q: 3 clusters Score -384234.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -384245.750000 Penalty: 2692.545898
	Iteration 16Q: 3 clusters Score -384245.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -384255.156250 Penalty: 2692.545898
	Iteration 17Q: 3 clusters Score -384255.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -384264.218750 Penalty: 2692.545898
	Iteration 18Q: 3 clusters Score -384264.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -384270.687500 Penalty: 2692.545898
	Iteration 19Q: 3 clusters Score -384270.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -384275.031250 Penalty: 2692.545898
	Iteration 20F: 3 clusters Score -384275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -384278.718750 Penalty: 2692.545898
	Iteration 21Q: 3 clusters Score -384278.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -384283.218750 Penalty: 2692.545898
	Iteration 22Q: 3 clusters Score -384283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -384285.312500 Penalty: 2692.545898
	Iteration 23Q: 3 clusters Score -384285.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -384288.125000 Penalty: 2692.545898
	Iteration 24Q: 3 clusters Score -384288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -384291.718750 Penalty: 2692.545898
	Iteration 25Q: 3 clusters Score -384291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -384295.875000 Penalty: 2692.545898
	Iteration 26Q: 3 clusters Score -384295.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -384304.500000 Penalty: 2692.545898
	Iteration 27Q: 3 clusters Score -384304.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -384310.843750 Penalty: 2692.545898
	Iteration 28Q: 3 clusters Score -384310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -384318.500000 Penalty: 2692.545898
	Iteration 29Q: 3 clusters Score -384318.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -384325.937500 Penalty: 2692.545898
	Iteration 30Q: 3 clusters Score -384325.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -384331.687500 Penalty: 2692.545898
	Iteration 31Q: 3 clusters Score -384331.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -384335.437500 Penalty: 2692.545898
	Iteration 32Q: 3 clusters Score -384335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -384336.031250 Penalty: 2692.545898
	Iteration 33Q: 3 clusters Score -384336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -384338.343750 Penalty: 2692.545898
	Iteration 34Q: 3 clusters Score -384338.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -384339.281250 Penalty: 2692.545898
	Iteration 35Q: 3 clusters Score -384339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -384341.156250 Penalty: 2692.545898
	Iteration 36Q: 3 clusters Score -384341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -384341.656250 Penalty: 2692.545898
	Iteration 37Q: 3 clusters Score -384341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -384342.843750 Penalty: 2692.545898
	Iteration 38Q: 3 clusters Score -384342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -384342.406250 Penalty: 2692.545898
	Iteration 39Q: 3 clusters Score -384342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -384343.625000 Penalty: 2692.545898
	Iteration 40F: 3 clusters Score -384343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -44494.933594 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -44494.93 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 244 members 
Entering Unmasked Estep 
Score: -43504.585938 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -43504.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43666.097656 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43666.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43730.808594 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43730.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43767.214844 Penalty: 2007.831909
	Iteration 3Q: 3 clusters Score -43767.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43857.117188 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43857.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43951.894531 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43951.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44019.957031 Penalty: 2007.831909
	Iteration 6F: 3 clusters Score -44019.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44079.867188 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -44079.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44112.187500 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -44112.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44136.285156 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -44136.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -44145.214844 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -44145.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44153.003906 Penalty: 2007.831909
	Iteration 11Q: 3 clusters Score -44153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -44160.046875 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -44160.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44162.503906 Penalty: 2007.831909
	Iteration 13Q: 3 clusters Score -44162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44163.410156 Penalty: 2007.831909
	Iteration 14Q: 3 clusters Score -44163.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44163.410156 Penalty: 2007.831909
	Iteration 15F: 3 clusters Score -44163.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -319926.156250 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -319926.2 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 1609 members 
Entering Unmasked Estep 
Score: -317045.812500 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -317045.8 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -317943.281250 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -317943.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -318280.812500 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -318280.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -318585.625000 Penalty: 2634.911133
	Iteration 3F: 3 clusters Score -318585.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -318884.125000 Penalty: 2634.911133
	Iteration 4F: 3 clusters Score -318884.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -319146.593750 Penalty: 2634.911133
	Iteration 5F: 3 clusters Score -319146.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -319353.187500 Penalty: 2634.911133
	Iteration 6F: 3 clusters Score -319353.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -319512.812500 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -319512.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -319609.906250 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -319609.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -319685.687500 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -319685.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -319726.500000 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -319726.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -319754.218750 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -319754.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -319768.000000 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -319768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -319780.937500 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -319780.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -319790.812500 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -319790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -319799.750000 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -319799.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -319814.156250 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -319814.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -319828.000000 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -319828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -319838.125000 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -319838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -319843.937500 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -319843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -319849.468750 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -319849.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -319856.031250 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -319856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -319868.843750 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -319868.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -319884.812500 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -319884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -319899.406250 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -319899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -319907.250000 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -319907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -319912.625000 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -319912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -319918.125000 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -319918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -319921.156250 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -319921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -319924.843750 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -319924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -319926.218750 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -319926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -319927.906250 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -319927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -319927.937500 Penalty: 2634.911133
	Iteration 32Q: 3 clusters Score -319927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -319927.937500 Penalty: 2634.911133
	Iteration 33F: 3 clusters Score -319927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15494 members 
Mstep: Class 17 contains 12575 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64887 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7677 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28155 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1672 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 48655 members 
Mstep: Class 41 contains 2540 members 
Entering Unmasked Estep 
Score: -54943720.000000 Penalty: 88149.007812
Splitting cluster 12 changes total score from -54944636.000000 to -54943720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Entering Unmasked Estep 
Score: -781440.500000 Penalty: 1452.362061
	Iteration 0F: 2 clusters Score -781440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -775842.875000 Penalty: 2904.724121
	Iteration 0F: 3 clusters Score -775842.9 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -777501.250000 Penalty: 2904.724121
	Iteration 1F: 3 clusters Score -777501.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -777720.687500 Penalty: 2904.724121
	Iteration 2F: 3 clusters Score -777720.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -777877.500000 Penalty: 2904.724121
	Iteration 3Q: 3 clusters Score -777877.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -778019.187500 Penalty: 2904.724121
	Iteration 4Q: 3 clusters Score -778019.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -778165.000000 Penalty: 2904.724121
	Iteration 5Q: 3 clusters Score -778165 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -778315.687500 Penalty: 2904.724121
	Iteration 6Q: 3 clusters Score -778315.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -778509.937500 Penalty: 2904.724121
	Iteration 7Q: 3 clusters Score -778509.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -778706.500000 Penalty: 2904.724121
	Iteration 8Q: 3 clusters Score -778706.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -778903.562500 Penalty: 2904.724121
	Iteration 9Q: 3 clusters Score -778903.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -779084.812500 Penalty: 2904.724121
	Iteration 10Q: 3 clusters Score -779084.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -779258.000000 Penalty: 2904.724121
	Iteration 11Q: 3 clusters Score -779258 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -779438.125000 Penalty: 2904.724121
	Iteration 12Q: 3 clusters Score -779438.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -779602.937500 Penalty: 2904.724121
	Iteration 13Q: 3 clusters Score -779602.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -779741.000000 Penalty: 2904.724121
	Iteration 14Q: 3 clusters Score -779741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -779834.437500 Penalty: 2904.724121
	Iteration 15Q: 3 clusters Score -779834.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -779907.375000 Penalty: 2904.724121
	Iteration 16Q: 3 clusters Score -779907.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -779954.500000 Penalty: 2904.724121
	Iteration 17Q: 3 clusters Score -779954.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -780002.000000 Penalty: 2904.724121
	Iteration 18Q: 3 clusters Score -780002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -780032.562500 Penalty: 2904.724121
	Iteration 19Q: 3 clusters Score -780032.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -780060.687500 Penalty: 2904.724121
	Iteration 20F: 3 clusters Score -780060.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -780084.562500 Penalty: 2904.724121
	Iteration 21Q: 3 clusters Score -780084.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -780100.750000 Penalty: 2904.724121
	Iteration 22Q: 3 clusters Score -780100.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -780121.000000 Penalty: 2904.724121
	Iteration 23Q: 3 clusters Score -780121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -780142.250000 Penalty: 2904.724121
	Iteration 24Q: 3 clusters Score -780142.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -780158.375000 Penalty: 2904.724121
	Iteration 25Q: 3 clusters Score -780158.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -780172.562500 Penalty: 2904.724121
	Iteration 26Q: 3 clusters Score -780172.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -780181.312500 Penalty: 2904.724121
	Iteration 27Q: 3 clusters Score -780181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -780187.312500 Penalty: 2904.724121
	Iteration 28Q: 3 clusters Score -780187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -780191.437500 Penalty: 2904.724121
	Iteration 29Q: 3 clusters Score -780191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -780194.625000 Penalty: 2904.724121
	Iteration 30Q: 3 clusters Score -780194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -780195.687500 Penalty: 2904.724121
	Iteration 31Q: 3 clusters Score -780195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -780198.625000 Penalty: 2904.724121
	Iteration 32Q: 3 clusters Score -780198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -780201.187500 Penalty: 2904.724121
	Iteration 33Q: 3 clusters Score -780201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -780202.312500 Penalty: 2904.724121
	Iteration 34Q: 3 clusters Score -780202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -780205.187500 Penalty: 2904.724121
	Iteration 35Q: 3 clusters Score -780205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -780205.187500 Penalty: 2904.724121
	Iteration 36Q: 3 clusters Score -780205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -780210.062500 Penalty: 2904.724121
	Iteration 37Q: 3 clusters Score -780210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -780213.437500 Penalty: 2904.724121
	Iteration 38Q: 3 clusters Score -780213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -780220.250000 Penalty: 2904.724121
	Iteration 39Q: 3 clusters Score -780220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -780224.500000 Penalty: 2904.724121
	Iteration 40F: 3 clusters Score -780224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -780225.437500 Penalty: 2904.724121
	Iteration 41Q: 3 clusters Score -780225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -780225.312500 Penalty: 2904.724121
	Iteration 42Q: 3 clusters Score -780225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -780226.937500 Penalty: 2904.724121
	Iteration 43Q: 3 clusters Score -780226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -780227.312500 Penalty: 2904.724121
	Iteration 44Q: 3 clusters Score -780227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -780227.312500 Penalty: 2904.724121
	Iteration 45F: 3 clusters Score -780227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Entering Unmasked Estep 
Score: -8069983.500000 Penalty: 1826.958496
	Iteration 0F: 2 clusters Score -8069984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -8018935.000000 Penalty: 3653.916992
	Iteration 0F: 3 clusters Score -8018935 nChanged 36395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -8040039.500000 Penalty: 3653.916992
	Iteration 1F: 3 clusters Score -8040040 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8041050.500000 Penalty: 3653.916992
	Iteration 2Q: 3 clusters Score -8041050 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -8042821.500000 Penalty: 3653.916992
	Iteration 3F: 3 clusters Score -8042822 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -8046213.000000 Penalty: 3653.916992
	Iteration 4F: 3 clusters Score -8046213 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -8051843.500000 Penalty: 3653.916992
	Iteration 5F: 3 clusters Score -8051844 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -8058754.000000 Penalty: 3653.916992
	Iteration 6F: 3 clusters Score -8058754 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -8064141.000000 Penalty: 3653.916992
	Iteration 7F: 3 clusters Score -8064141 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -8066736.000000 Penalty: 3653.916992
	Iteration 8Q: 3 clusters Score -8066736 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -8067754.000000 Penalty: 3653.916992
	Iteration 9Q: 3 clusters Score -8067754 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -8068106.000000 Penalty: 3653.916992
	Iteration 10Q: 3 clusters Score -8068106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -8068247.000000 Penalty: 3653.916992
	Iteration 11Q: 3 clusters Score -8068247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -8068309.500000 Penalty: 3653.916992
	Iteration 12Q: 3 clusters Score -8068310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -8068351.500000 Penalty: 3653.916992
	Iteration 13Q: 3 clusters Score -8068352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -8068391.000000 Penalty: 3653.916992
	Iteration 14Q: 3 clusters Score -8068391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -8068414.500000 Penalty: 3653.916992
	Iteration 15Q: 3 clusters Score -8068414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -8068423.500000 Penalty: 3653.916992
	Iteration 16Q: 3 clusters Score -8068424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -8068433.000000 Penalty: 3653.916992
	Iteration 17Q: 3 clusters Score -8068433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -8068440.500000 Penalty: 3653.916992
	Iteration 18Q: 3 clusters Score -8068440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -8068448.000000 Penalty: 3653.916992
	Iteration 19Q: 3 clusters Score -8068448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -8068458.000000 Penalty: 3653.916992
	Iteration 20F: 3 clusters Score -8068458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -8068470.500000 Penalty: 3653.916992
	Iteration 21Q: 3 clusters Score -8068470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -8068476.500000 Penalty: 3653.916992
	Iteration 22Q: 3 clusters Score -8068476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -8068480.500000 Penalty: 3653.916992
	Iteration 23Q: 3 clusters Score -8068480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -8068472.500000 Penalty: 3653.916992
	Iteration 24Q: 3 clusters Score -8068472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -8068477.500000 Penalty: 3653.916992
	Iteration 25Q: 3 clusters Score -8068478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -8068483.000000 Penalty: 3653.916992
	Iteration 26Q: 3 clusters Score -8068483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -8068494.000000 Penalty: 3653.916992
	Iteration 27Q: 3 clusters Score -8068494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -8068495.000000 Penalty: 3653.916992
	Iteration 28Q: 3 clusters Score -8068495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -8068500.500000 Penalty: 3653.916992
	Iteration 29Q: 3 clusters Score -8068500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -8068504.500000 Penalty: 3653.916992
	Iteration 30Q: 3 clusters Score -8068504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -8068511.500000 Penalty: 3653.916992
	Iteration 31Q: 3 clusters Score -8068512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -8068518.500000 Penalty: 3653.916992
	Iteration 32Q: 3 clusters Score -8068518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -8068519.500000 Penalty: 3653.916992
	Iteration 33Q: 3 clusters Score -8068520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -8068516.000000 Penalty: 3653.916992
	Iteration 34Q: 3 clusters Score -8068516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -8068516.000000 Penalty: 3653.916992
	Iteration 35F: 3 clusters Score -8068516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Entering Unmasked Estep 
Score: -491809.656250 Penalty: 1377.984863
	Iteration 0F: 2 clusters Score -491809.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -487950.875000 Penalty: 2755.969727
	Iteration 0F: 3 clusters Score -487950.9 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -489029.781250 Penalty: 2755.969727
	Iteration 1F: 3 clusters Score -489029.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -489227.281250 Penalty: 2755.969727
	Iteration 2F: 3 clusters Score -489227.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -489354.781250 Penalty: 2755.969727
	Iteration 3F: 3 clusters Score -489354.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -489470.812500 Penalty: 2755.969727
	Iteration 4Q: 3 clusters Score -489470.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -489577.343750 Penalty: 2755.969727
	Iteration 5Q: 3 clusters Score -489577.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -489651.968750 Penalty: 2755.969727
	Iteration 6Q: 3 clusters Score -489652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -489716.375000 Penalty: 2755.969727
	Iteration 7Q: 3 clusters Score -489716.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -489761.875000 Penalty: 2755.969727
	Iteration 8Q: 3 clusters Score -489761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -489802.406250 Penalty: 2755.969727
	Iteration 9Q: 3 clusters Score -489802.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -489826.656250 Penalty: 2755.969727
	Iteration 10Q: 3 clusters Score -489826.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -489853.906250 Penalty: 2755.969727
	Iteration 11Q: 3 clusters Score -489853.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -489879.187500 Penalty: 2755.969727
	Iteration 12Q: 3 clusters Score -489879.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -489905.375000 Penalty: 2755.969727
	Iteration 13Q: 3 clusters Score -489905.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -489929.906250 Penalty: 2755.969727
	Iteration 14Q: 3 clusters Score -489929.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -489953.062500 Penalty: 2755.969727
	Iteration 15Q: 3 clusters Score -489953.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -489975.250000 Penalty: 2755.969727
	Iteration 16Q: 3 clusters Score -489975.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -489999.531250 Penalty: 2755.969727
	Iteration 17Q: 3 clusters Score -489999.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -490025.781250 Penalty: 2755.969727
	Iteration 18Q: 3 clusters Score -490025.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -490050.062500 Penalty: 2755.969727
	Iteration 19Q: 3 clusters Score -490050.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -490072.437500 Penalty: 2755.969727
	Iteration 20F: 3 clusters Score -490072.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -490096.781250 Penalty: 2755.969727
	Iteration 21Q: 3 clusters Score -490096.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -490123.593750 Penalty: 2755.969727
	Iteration 22Q: 3 clusters Score -490123.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -490152.937500 Penalty: 2755.969727
	Iteration 23Q: 3 clusters Score -490152.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -490185.250000 Penalty: 2755.969727
	Iteration 24Q: 3 clusters Score -490185.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -490226.062500 Penalty: 2755.969727
	Iteration 25Q: 3 clusters Score -490226.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -490272.031250 Penalty: 2755.969727
	Iteration 26Q: 3 clusters Score -490272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -490325.156250 Penalty: 2755.969727
	Iteration 27Q: 3 clusters Score -490325.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -490367.312500 Penalty: 2755.969727
	Iteration 28Q: 3 clusters Score -490367.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -490403.406250 Penalty: 2755.969727
	Iteration 29Q: 3 clusters Score -490403.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -490439.781250 Penalty: 2755.969727
	Iteration 30Q: 3 clusters Score -490439.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -490466.093750 Penalty: 2755.969727
	Iteration 31Q: 3 clusters Score -490466.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -490495.687500 Penalty: 2755.969727
	Iteration 32Q: 3 clusters Score -490495.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -490526.218750 Penalty: 2755.969727
	Iteration 33Q: 3 clusters Score -490526.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -490555.156250 Penalty: 2755.969727
	Iteration 34Q: 3 clusters Score -490555.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -490580.312500 Penalty: 2755.969727
	Iteration 35Q: 3 clusters Score -490580.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -490599.343750 Penalty: 2755.969727
	Iteration 36Q: 3 clusters Score -490599.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -490609.656250 Penalty: 2755.969727
	Iteration 37Q: 3 clusters Score -490609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -490614.062500 Penalty: 2755.969727
	Iteration 38Q: 3 clusters Score -490614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -490615.937500 Penalty: 2755.969727
	Iteration 39Q: 3 clusters Score -490615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -490615.843750 Penalty: 2755.969727
	Iteration 40F: 3 clusters Score -490615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -490617.218750 Penalty: 2755.969727
	Iteration 41Q: 3 clusters Score -490617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -490617.687500 Penalty: 2755.969727
	Iteration 42Q: 3 clusters Score -490617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -490617.687500 Penalty: 2755.969727
	Iteration 43F: 3 clusters Score -490617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Entering Unmasked Estep 
Score: -1559594.500000 Penalty: 1567.833740
	Iteration 0F: 2 clusters Score -1559594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1548849.625000 Penalty: 3135.667480
	Iteration 0F: 3 clusters Score -1548850 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1552564.375000 Penalty: 3135.667480
	Iteration 1F: 3 clusters Score -1552564 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1552841.375000 Penalty: 3135.667480
	Iteration 2Q: 3 clusters Score -1552841 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1553151.875000 Penalty: 3135.667480
	Iteration 3Q: 3 clusters Score -1553152 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1553501.125000 Penalty: 3135.667480
	Iteration 4Q: 3 clusters Score -1553501 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1553884.875000 Penalty: 3135.667480
	Iteration 5F: 3 clusters Score -1553885 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1554295.500000 Penalty: 3135.667480
	Iteration 6F: 3 clusters Score -1554296 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1554755.625000 Penalty: 3135.667480
	Iteration 7F: 3 clusters Score -1554756 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1555330.875000 Penalty: 3135.667480
	Iteration 8F: 3 clusters Score -1555331 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1555941.000000 Penalty: 3135.667480
	Iteration 9F: 3 clusters Score -1555941 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1556538.500000 Penalty: 3135.667480
	Iteration 10Q: 3 clusters Score -1556538 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1557150.750000 Penalty: 3135.667480
	Iteration 11Q: 3 clusters Score -1557151 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1557693.875000 Penalty: 3135.667480
	Iteration 12Q: 3 clusters Score -1557694 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1558198.375000 Penalty: 3135.667480
	Iteration 13Q: 3 clusters Score -1558198 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1558541.625000 Penalty: 3135.667480
	Iteration 14Q: 3 clusters Score -1558542 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1558684.375000 Penalty: 3135.667480
	Iteration 15Q: 3 clusters Score -1558684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1558752.125000 Penalty: 3135.667480
	Iteration 16Q: 3 clusters Score -1558752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1558785.750000 Penalty: 3135.667480
	Iteration 17Q: 3 clusters Score -1558786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1558798.375000 Penalty: 3135.667480
	Iteration 18Q: 3 clusters Score -1558798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1558805.875000 Penalty: 3135.667480
	Iteration 19Q: 3 clusters Score -1558806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1558816.000000 Penalty: 3135.667480
	Iteration 20F: 3 clusters Score -1558816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1558817.625000 Penalty: 3135.667480
	Iteration 21Q: 3 clusters Score -1558818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1558826.750000 Penalty: 3135.667480
	Iteration 22Q: 3 clusters Score -1558827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1558832.250000 Penalty: 3135.667480
	Iteration 23Q: 3 clusters Score -1558832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1558834.875000 Penalty: 3135.667480
	Iteration 24Q: 3 clusters Score -1558835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1558832.500000 Penalty: 3135.667480
	Iteration 25Q: 3 clusters Score -1558832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1558840.250000 Penalty: 3135.667480
	Iteration 26Q: 3 clusters Score -1558840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1558842.375000 Penalty: 3135.667480
	Iteration 27Q: 3 clusters Score -1558842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1558842.750000 Penalty: 3135.667480
	Iteration 28Q: 3 clusters Score -1558843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1558845.375000 Penalty: 3135.667480
	Iteration 29Q: 3 clusters Score -1558845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1558846.000000 Penalty: 3135.667480
	Iteration 30Q: 3 clusters Score -1558846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1558843.125000 Penalty: 3135.667480
	Iteration 31Q: 3 clusters Score -1558843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1558844.875000 Penalty: 3135.667480
	Iteration 32Q: 3 clusters Score -1558845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1558844.125000 Penalty: 3135.667480
	Iteration 33Q: 3 clusters Score -1558844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1558843.250000 Penalty: 3135.667480
	Iteration 34Q: 3 clusters Score -1558843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1558847.000000 Penalty: 3135.667480
	Iteration 35Q: 3 clusters Score -1558847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1558847.375000 Penalty: 3135.667480
	Iteration 36Q: 3 clusters Score -1558847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1558844.625000 Penalty: 3135.667480
	Iteration 37Q: 3 clusters Score -1558845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1558850.625000 Penalty: 3135.667480
	Iteration 38Q: 3 clusters Score -1558851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1558850.125000 Penalty: 3135.667480
	Iteration 39Q: 3 clusters Score -1558850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1558847.125000 Penalty: 3135.667480
	Iteration 40F: 3 clusters Score -1558847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1558846.875000 Penalty: 3135.667480
	Iteration 41Q: 3 clusters Score -1558847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1558850.125000 Penalty: 3135.667480
	Iteration 42Q: 3 clusters Score -1558850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1558850.125000 Penalty: 3135.667480
	Iteration 43Q: 3 clusters Score -1558850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1558850.125000 Penalty: 3135.667480
	Iteration 44Q: 3 clusters Score -1558850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1558852.375000 Penalty: 3135.667480
	Iteration 45Q: 3 clusters Score -1558852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1558853.625000 Penalty: 3135.667480
	Iteration 46Q: 3 clusters Score -1558854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1558854.750000 Penalty: 3135.667480
	Iteration 47Q: 3 clusters Score -1558855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1558852.375000 Penalty: 3135.667480
	Iteration 48Q: 3 clusters Score -1558852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1558852.375000 Penalty: 3135.667480
	Iteration 49F: 3 clusters Score -1558852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Entering Unmasked Estep 
Score: -1267479.000000 Penalty: 1533.913330
	Iteration 0F: 2 clusters Score -1267479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1258748.500000 Penalty: 3067.826660
	Iteration 0F: 3 clusters Score -1258748 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1261751.750000 Penalty: 3067.826660
	Iteration 1F: 3 clusters Score -1261752 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1262057.250000 Penalty: 3067.826660
	Iteration 2F: 3 clusters Score -1262057 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1262322.250000 Penalty: 3067.826660
	Iteration 3F: 3 clusters Score -1262322 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1262579.500000 Penalty: 3067.826660
	Iteration 4Q: 3 clusters Score -1262580 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1262879.625000 Penalty: 3067.826660
	Iteration 5Q: 3 clusters Score -1262880 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1263139.750000 Penalty: 3067.826660
	Iteration 6Q: 3 clusters Score -1263140 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1263421.750000 Penalty: 3067.826660
	Iteration 7Q: 3 clusters Score -1263422 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1263717.375000 Penalty: 3067.826660
	Iteration 8Q: 3 clusters Score -1263717 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1264001.875000 Penalty: 3067.826660
	Iteration 9Q: 3 clusters Score -1264002 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1264265.125000 Penalty: 3067.826660
	Iteration 10Q: 3 clusters Score -1264265 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1264484.625000 Penalty: 3067.826660
	Iteration 11Q: 3 clusters Score -1264485 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1264650.125000 Penalty: 3067.826660
	Iteration 12Q: 3 clusters Score -1264650 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1264766.875000 Penalty: 3067.826660
	Iteration 13Q: 3 clusters Score -1264767 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1264858.875000 Penalty: 3067.826660
	Iteration 14Q: 3 clusters Score -1264859 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1264922.375000 Penalty: 3067.826660
	Iteration 15Q: 3 clusters Score -1264922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1264975.500000 Penalty: 3067.826660
	Iteration 16Q: 3 clusters Score -1264976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1265014.750000 Penalty: 3067.826660
	Iteration 17Q: 3 clusters Score -1265015 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1265066.375000 Penalty: 3067.826660
	Iteration 18Q: 3 clusters Score -1265066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1265102.250000 Penalty: 3067.826660
	Iteration 19Q: 3 clusters Score -1265102 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1265142.000000 Penalty: 3067.826660
	Iteration 20F: 3 clusters Score -1265142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1265179.500000 Penalty: 3067.826660
	Iteration 21Q: 3 clusters Score -1265180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1265213.000000 Penalty: 3067.826660
	Iteration 22Q: 3 clusters Score -1265213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1265233.000000 Penalty: 3067.826660
	Iteration 23Q: 3 clusters Score -1265233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1265250.000000 Penalty: 3067.826660
	Iteration 24Q: 3 clusters Score -1265250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1265263.625000 Penalty: 3067.826660
	Iteration 25Q: 3 clusters Score -1265264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1265275.625000 Penalty: 3067.826660
	Iteration 26Q: 3 clusters Score -1265276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1265298.000000 Penalty: 3067.826660
	Iteration 27Q: 3 clusters Score -1265298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1265313.375000 Penalty: 3067.826660
	Iteration 28Q: 3 clusters Score -1265313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1265334.750000 Penalty: 3067.826660
	Iteration 29Q: 3 clusters Score -1265335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1265349.500000 Penalty: 3067.826660
	Iteration 30Q: 3 clusters Score -1265350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1265365.750000 Penalty: 3067.826660
	Iteration 31Q: 3 clusters Score -1265366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1265377.125000 Penalty: 3067.826660
	Iteration 32Q: 3 clusters Score -1265377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1265388.375000 Penalty: 3067.826660
	Iteration 33Q: 3 clusters Score -1265388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1265394.250000 Penalty: 3067.826660
	Iteration 34Q: 3 clusters Score -1265394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1265402.250000 Penalty: 3067.826660
	Iteration 35Q: 3 clusters Score -1265402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1265421.250000 Penalty: 3067.826660
	Iteration 36Q: 3 clusters Score -1265421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1265431.375000 Penalty: 3067.826660
	Iteration 37Q: 3 clusters Score -1265431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1265451.000000 Penalty: 3067.826660
	Iteration 38Q: 3 clusters Score -1265451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1265471.500000 Penalty: 3067.826660
	Iteration 39Q: 3 clusters Score -1265472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1265480.125000 Penalty: 3067.826660
	Iteration 40F: 3 clusters Score -1265480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1265493.875000 Penalty: 3067.826660
	Iteration 41Q: 3 clusters Score -1265494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1265499.500000 Penalty: 3067.826660
	Iteration 42Q: 3 clusters Score -1265500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1265508.750000 Penalty: 3067.826660
	Iteration 43Q: 3 clusters Score -1265509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1265515.250000 Penalty: 3067.826660
	Iteration 44Q: 3 clusters Score -1265515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1265524.250000 Penalty: 3067.826660
	Iteration 45Q: 3 clusters Score -1265524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1265531.375000 Penalty: 3067.826660
	Iteration 46Q: 3 clusters Score -1265531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1265536.625000 Penalty: 3067.826660
	Iteration 47Q: 3 clusters Score -1265537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1265550 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1265561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1265566 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1265572 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1265574 nChanged 22
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Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1265580 nChanged 24
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Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4100 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1265585 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1265591 nChanged 27
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Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1265597 nChanged 37
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Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1265606 nChanged 41
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Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1265611 nChanged 46
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Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1265616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1265621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1265634 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1265634 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1265636 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1265635 nChanged 20
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Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1265639 nChanged 21
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Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1265642 nChanged 17
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Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1265642 nChanged 9
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Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1265643 nChanged 13
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Mstep: Class 1 contains 8888 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1265646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1265646 nChanged 9
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Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1265648 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1265652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1265650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1265650 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1265651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1265653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1265656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1265655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1265657 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1265660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1265669 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1265674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1265684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1265703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1265714 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1265731 nChanged 69
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Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1265746 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1265765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1265777 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3065 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9557 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1265797 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9599 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1265800 nChanged 40
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Mstep: Class 1 contains 9639 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1265812 nChanged 34
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Mstep: Class 1 contains 9673 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1265819 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1265828 nChanged 40
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Mstep: Class 1 contains 9738 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1265835 nChanged 48
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Mstep: Class 1 contains 9786 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1265848 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1265862 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1265878 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2619 members 
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	Iteration 109Q: 3 clusters Score -1265888 nChanged 65
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Mstep: Class 1 contains 10019 members 
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	Iteration 110Q: 3 clusters Score -1265905 nChanged 58
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Mstep: Class 1 contains 10077 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1265921 nChanged 56
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Mstep: Class 1 contains 10133 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1265939 nChanged 54
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1265951 nChanged 51
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Mstep: Class 1 contains 10234 members 
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	Iteration 114Q: 3 clusters Score -1265965 nChanged 50
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Mstep: Class 1 contains 10280 members 
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	Iteration 115Q: 3 clusters Score -1265978 nChanged 51
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Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1265991 nChanged 42
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2210 members 
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	Iteration 117Q: 3 clusters Score -1265998 nChanged 36
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1266007 nChanged 41
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Mstep: Class 1 contains 10438 members 
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	Iteration 119Q: 3 clusters Score -1266024 nChanged 43
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Mstep: Class 1 contains 10475 members 
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	Iteration 120F: 3 clusters Score -1266036 nChanged 37
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Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2067 members 
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	Iteration 121Q: 3 clusters Score -1266051 nChanged 38
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Mstep: Class 1 contains 10546 members 
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Mstep: Class 2 contains 1990 members 
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	Iteration 123Q: 3 clusters Score -1266072 nChanged 51
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Mstep: Class 1 contains 10636 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1266090 nChanged 44
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Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1266106 nChanged 41
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Mstep: Class 1 contains 10717 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1266113 nChanged 33
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Mstep: Class 1 contains 10750 members 
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	Iteration 127Q: 3 clusters Score -1266120 nChanged 26
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Mstep: Class 1 contains 10776 members 
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	Iteration 128Q: 3 clusters Score -1266126 nChanged 22
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Mstep: Class 1 contains 10798 members 
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	Iteration 129Q: 3 clusters Score -1266129 nChanged 17
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Mstep: Class 1 contains 10815 members 
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	Iteration 130Q: 3 clusters Score -1266132 nChanged 14
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Mstep: Class 1 contains 10829 members 
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	Iteration 131Q: 3 clusters Score -1266140 nChanged 25
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Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1266141 nChanged 30
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Mstep: Class 1 contains 10884 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1266154 nChanged 26
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Mstep: Class 1 contains 10910 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1266157 nChanged 18
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Mstep: Class 1 contains 10928 members 
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	Iteration 135Q: 3 clusters Score -1266160 nChanged 16
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Mstep: Class 1 contains 10942 members 
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	Iteration 136Q: 3 clusters Score -1266160 nChanged 15
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Mstep: Class 1 contains 10955 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1266162 nChanged 9
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Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1266166 nChanged 10
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Mstep: Class 1 contains 10972 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1266170 nChanged 8
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1266174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1266176.125000 Penalty: 3067.826660
	Iteration 141Q: 3 clusters Score -1266176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1266179.125000 Penalty: 3067.826660
	Iteration 142Q: 3 clusters Score -1266179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1266181.000000 Penalty: 3067.826660
	Iteration 143Q: 3 clusters Score -1266181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1266184.125000 Penalty: 3067.826660
	Iteration 144Q: 3 clusters Score -1266184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1266185.375000 Penalty: 3067.826660
	Iteration 145Q: 3 clusters Score -1266185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1266190.500000 Penalty: 3067.826660
	Iteration 146Q: 3 clusters Score -1266190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1266192.875000 Penalty: 3067.826660
	Iteration 147Q: 3 clusters Score -1266193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1266196.750000 Penalty: 3067.826660
	Iteration 148Q: 3 clusters Score -1266197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1266199.375000 Penalty: 3067.826660
	Iteration 149Q: 3 clusters Score -1266199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1266198.125000 Penalty: 3067.826660
	Iteration 150Q: 3 clusters Score -1266198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1266199.375000 Penalty: 3067.826660
	Iteration 151Q: 3 clusters Score -1266199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1266201.500000 Penalty: 3067.826660
	Iteration 152Q: 3 clusters Score -1266202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1266202.000000 Penalty: 3067.826660
	Iteration 153Q: 3 clusters Score -1266202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1266202.375000 Penalty: 3067.826660
	Iteration 154Q: 3 clusters Score -1266202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1266202.375000 Penalty: 3067.826660
	Iteration 155F: 3 clusters Score -1266202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Entering Unmasked Estep 
Score: -1877843.000000 Penalty: 1596.920044
	Iteration 0F: 2 clusters Score -1877843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1865156.000000 Penalty: 3193.840088
	Iteration 0F: 3 clusters Score -1865156 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1869834.500000 Penalty: 3193.840088
	Iteration 1F: 3 clusters Score -1869834 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1870283.750000 Penalty: 3193.840088
	Iteration 2F: 3 clusters Score -1870284 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1870789.250000 Penalty: 3193.840088
	Iteration 3F: 3 clusters Score -1870789 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1871360.500000 Penalty: 3193.840088
	Iteration 4F: 3 clusters Score -1871360 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1871907.000000 Penalty: 3193.840088
	Iteration 5F: 3 clusters Score -1871907 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1872398.625000 Penalty: 3193.840088
	Iteration 6F: 3 clusters Score -1872399 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1872846.625000 Penalty: 3193.840088
	Iteration 7Q: 3 clusters Score -1872847 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1873216.750000 Penalty: 3193.840088
	Iteration 8Q: 3 clusters Score -1873217 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1873518.500000 Penalty: 3193.840088
	Iteration 9Q: 3 clusters Score -1873518 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1873763.750000 Penalty: 3193.840088
	Iteration 10Q: 3 clusters Score -1873764 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1873950.375000 Penalty: 3193.840088
	Iteration 11Q: 3 clusters Score -1873950 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1874082.000000 Penalty: 3193.840088
	Iteration 12Q: 3 clusters Score -1874082 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1874212.000000 Penalty: 3193.840088
	Iteration 13Q: 3 clusters Score -1874212 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1874330.875000 Penalty: 3193.840088
	Iteration 14Q: 3 clusters Score -1874331 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1874456.250000 Penalty: 3193.840088
	Iteration 15Q: 3 clusters Score -1874456 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1874581.375000 Penalty: 3193.840088
	Iteration 16Q: 3 clusters Score -1874581 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1874682.500000 Penalty: 3193.840088
	Iteration 17Q: 3 clusters Score -1874682 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1874788.500000 Penalty: 3193.840088
	Iteration 18Q: 3 clusters Score -1874788 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1874905.625000 Penalty: 3193.840088
	Iteration 19Q: 3 clusters Score -1874906 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1875039.500000 Penalty: 3193.840088
	Iteration 20F: 3 clusters Score -1875040 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1875170.125000 Penalty: 3193.840088
	Iteration 21Q: 3 clusters Score -1875170 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1875286.000000 Penalty: 3193.840088
	Iteration 22Q: 3 clusters Score -1875286 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1875391.750000 Penalty: 3193.840088
	Iteration 23Q: 3 clusters Score -1875392 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1875487.375000 Penalty: 3193.840088
	Iteration 24Q: 3 clusters Score -1875487 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1875555.125000 Penalty: 3193.840088
	Iteration 25Q: 3 clusters Score -1875555 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1875619.750000 Penalty: 3193.840088
	Iteration 26Q: 3 clusters Score -1875620 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1875668.250000 Penalty: 3193.840088
	Iteration 27Q: 3 clusters Score -1875668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1875712.250000 Penalty: 3193.840088
	Iteration 28Q: 3 clusters Score -1875712 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1875766.500000 Penalty: 3193.840088
	Iteration 29Q: 3 clusters Score -1875766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1875812.375000 Penalty: 3193.840088
	Iteration 30Q: 3 clusters Score -1875812 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1875847.000000 Penalty: 3193.840088
	Iteration 31Q: 3 clusters Score -1875847 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1875891.000000 Penalty: 3193.840088
	Iteration 32Q: 3 clusters Score -1875891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1875930.875000 Penalty: 3193.840088
	Iteration 33Q: 3 clusters Score -1875931 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1875968.875000 Penalty: 3193.840088
	Iteration 34Q: 3 clusters Score -1875969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1876005.625000 Penalty: 3193.840088
	Iteration 35Q: 3 clusters Score -1876006 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1876050.000000 Penalty: 3193.840088
	Iteration 36Q: 3 clusters Score -1876050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1876102.625000 Penalty: 3193.840088
	Iteration 37Q: 3 clusters Score -1876103 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1876146.125000 Penalty: 3193.840088
	Iteration 38Q: 3 clusters Score -1876146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1876188.500000 Penalty: 3193.840088
	Iteration 39Q: 3 clusters Score -1876188 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1876235.250000 Penalty: 3193.840088
	Iteration 40F: 3 clusters Score -1876235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1876295.125000 Penalty: 3193.840088
	Iteration 41Q: 3 clusters Score -1876295 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1876359.875000 Penalty: 3193.840088
	Iteration 42Q: 3 clusters Score -1876360 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1876418.000000 Penalty: 3193.840088
	Iteration 43Q: 3 clusters Score -1876418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1876491.375000 Penalty: 3193.840088
	Iteration 44Q: 3 clusters Score -1876491 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1876560.875000 Penalty: 3193.840088
	Iteration 45Q: 3 clusters Score -1876561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1876624.250000 Penalty: 3193.840088
	Iteration 46Q: 3 clusters Score -1876624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1876680.000000 Penalty: 3193.840088
	Iteration 47Q: 3 clusters Score -1876680 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1876736.375000 Penalty: 3193.840088
	Iteration 48Q: 3 clusters Score -1876736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1876778.500000 Penalty: 3193.840088
	Iteration 49Q: 3 clusters Score -1876778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1876811.750000 Penalty: 3193.840088
	Iteration 50Q: 3 clusters Score -1876812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1876830.000000 Penalty: 3193.840088
	Iteration 51Q: 3 clusters Score -1876830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1876843.250000 Penalty: 3193.840088
	Iteration 52Q: 3 clusters Score -1876843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1876856.625000 Penalty: 3193.840088
	Iteration 53Q: 3 clusters Score -1876857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1876869.625000 Penalty: 3193.840088
	Iteration 54Q: 3 clusters Score -1876870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1876883.125000 Penalty: 3193.840088
	Iteration 55Q: 3 clusters Score -1876883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1876897.000000 Penalty: 3193.840088
	Iteration 56Q: 3 clusters Score -1876897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1876903.250000 Penalty: 3193.840088
	Iteration 57Q: 3 clusters Score -1876903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1876921.375000 Penalty: 3193.840088
	Iteration 58Q: 3 clusters Score -1876921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1876927.750000 Penalty: 3193.840088
	Iteration 59Q: 3 clusters Score -1876928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1876937.875000 Penalty: 3193.840088
	Iteration 60F: 3 clusters Score -1876938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1876942.625000 Penalty: 3193.840088
	Iteration 61Q: 3 clusters Score -1876943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1876945.625000 Penalty: 3193.840088
	Iteration 62Q: 3 clusters Score -1876946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1876950.750000 Penalty: 3193.840088
	Iteration 63Q: 3 clusters Score -1876951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1876951.125000 Penalty: 3193.840088
	Iteration 64Q: 3 clusters Score -1876951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1876952.875000 Penalty: 3193.840088
	Iteration 65Q: 3 clusters Score -1876953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1876955.500000 Penalty: 3193.840088
	Iteration 66Q: 3 clusters Score -1876956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1876956.125000 Penalty: 3193.840088
	Iteration 67Q: 3 clusters Score -1876956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1876962.625000 Penalty: 3193.840088
	Iteration 68Q: 3 clusters Score -1876963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1876963.750000 Penalty: 3193.840088
	Iteration 69Q: 3 clusters Score -1876964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1876962.750000 Penalty: 3193.840088
	Iteration 70Q: 3 clusters Score -1876963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1876963.875000 Penalty: 3193.840088
	Iteration 71Q: 3 clusters Score -1876964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1876968.375000 Penalty: 3193.840088
	Iteration 72Q: 3 clusters Score -1876968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1876964.000000 Penalty: 3193.840088
	Iteration 73Q: 3 clusters Score -1876964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1876967.125000 Penalty: 3193.840088
	Iteration 74Q: 3 clusters Score -1876967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1876965.125000 Penalty: 3193.840088
	Iteration 75Q: 3 clusters Score -1876965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1876966.375000 Penalty: 3193.840088
	Iteration 76Q: 3 clusters Score -1876966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1876967.375000 Penalty: 3193.840088
	Iteration 77Q: 3 clusters Score -1876967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1876967.250000 Penalty: 3193.840088
	Iteration 78Q: 3 clusters Score -1876967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1876966.125000 Penalty: 3193.840088
	Iteration 79Q: 3 clusters Score -1876966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1876967.000000 Penalty: 3193.840088
	Iteration 80F: 3 clusters Score -1876967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1876968.000000 Penalty: 3193.840088
	Iteration 81Q: 3 clusters Score -1876968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1876969.250000 Penalty: 3193.840088
	Iteration 82Q: 3 clusters Score -1876969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1876971.125000 Penalty: 3193.840088
	Iteration 83Q: 3 clusters Score -1876971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1876971.125000 Penalty: 3193.840088
	Iteration 84F: 3 clusters Score -1876971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -205689.906250 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -205689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -203551.781250 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -203551.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -204046.859375 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -204046.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -204186.937500 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -204186.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -204297.140625 Penalty: 2484.287598
	Iteration 3F: 3 clusters Score -204297.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -204392.578125 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -204392.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -204469.000000 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -204469 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -204517.875000 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -204517.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -204546.812500 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -204546.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204563.921875 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -204563.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -204580.312500 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -204580.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204598.093750 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -204598.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -204611.093750 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -204611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204620.203125 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -204620.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204632.187500 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -204632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204646.531250 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -204646.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -204656.703125 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -204656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -204663.765625 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -204663.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -204669.421875 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -204669.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -204676.750000 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -204676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204680.640625 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -204680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -204685.750000 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -204685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204690.484375 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -204690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -204694.625000 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -204694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -204697.765625 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -204697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -204701.640625 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -204701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -204706.671875 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -204706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -204709.406250 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -204709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -204712.218750 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -204712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -204713.015625 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -204713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -204713.875000 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -204713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -204715.140625 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -204715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -204715.859375 Penalty: 2484.287598
	Iteration 31Q: 3 clusters Score -204715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -204715.859375 Penalty: 2484.287598
	Iteration 32F: 3 clusters Score -204715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -238208.421875 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -238208.4 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 1195 members 
Entering Unmasked Estep 
Score: -235878.687500 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -235878.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -236404.359375 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -236404.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -236541.687500 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -236541.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -236621.265625 Penalty: 2526.418213
	Iteration 3F: 3 clusters Score -236621.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -236670.500000 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -236670.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -236705.125000 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -236705.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -236727.250000 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -236727.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -236745.765625 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -236745.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -236761.125000 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -236761.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -236773.156250 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -236773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -236785.609375 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -236785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -236796.812500 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -236796.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -236806.906250 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -236806.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -236817.078125 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -236817.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -236825.203125 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -236825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -236831.968750 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -236832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -236834.250000 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -236834.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -236836.281250 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -236836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -236838.484375 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -236838.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -236841.078125 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -236841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -236841.375000 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -236841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -236843.015625 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -236843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -236843.656250 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -236843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -236844.046875 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -236844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -236844.234375 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -236844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -236844.234375 Penalty: 2526.418213
	Iteration 25F: 3 clusters Score -236844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Entering Unmasked Estep 
Score: -6647617.500000 Penalty: 1800.565430
	Iteration 0F: 2 clusters Score -6647618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -6604164.500000 Penalty: 3601.130859
	Iteration 0F: 3 clusters Score -6604164 nChanged 30732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -6621824.500000 Penalty: 3601.130859
	Iteration 1F: 3 clusters Score -6621824 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -6622599.000000 Penalty: 3601.130859
	Iteration 2Q: 3 clusters Score -6622599 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -6623967.000000 Penalty: 3601.130859
	Iteration 3Q: 3 clusters Score -6623967 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -6626275.500000 Penalty: 3601.130859
	Iteration 4F: 3 clusters Score -6626276 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -6630061.000000 Penalty: 3601.130859
	Iteration 5F: 3 clusters Score -6630061 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6634896.500000 Penalty: 3601.130859
	Iteration 6F: 3 clusters Score -6634896 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -6639438.500000 Penalty: 3601.130859
	Iteration 7F: 3 clusters Score -6639438 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -6642652.000000 Penalty: 3601.130859
	Iteration 8F: 3 clusters Score -6642652 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -6644566.500000 Penalty: 3601.130859
	Iteration 9Q: 3 clusters Score -6644566 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -6645511.500000 Penalty: 3601.130859
	Iteration 10Q: 3 clusters Score -6645512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -6645859.500000 Penalty: 3601.130859
	Iteration 11Q: 3 clusters Score -6645860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -6646045.000000 Penalty: 3601.130859
	Iteration 12Q: 3 clusters Score -6646045 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -6646152.000000 Penalty: 3601.130859
	Iteration 13Q: 3 clusters Score -6646152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -6646218.000000 Penalty: 3601.130859
	Iteration 14Q: 3 clusters Score -6646218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -6646255.500000 Penalty: 3601.130859
	Iteration 15Q: 3 clusters Score -6646256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -6646269.500000 Penalty: 3601.130859
	Iteration 16Q: 3 clusters Score -6646270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -6646290.500000 Penalty: 3601.130859
	Iteration 17Q: 3 clusters Score -6646290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -6646300.500000 Penalty: 3601.130859
	Iteration 18Q: 3 clusters Score -6646300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -6646298.000000 Penalty: 3601.130859
	Iteration 19Q: 3 clusters Score -6646298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -6646310.000000 Penalty: 3601.130859
	Iteration 20F: 3 clusters Score -6646310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -6646319.500000 Penalty: 3601.130859
	Iteration 21Q: 3 clusters Score -6646320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -6646319.500000 Penalty: 3601.130859
	Iteration 22Q: 3 clusters Score -6646320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -6646320.000000 Penalty: 3601.130859
	Iteration 23Q: 3 clusters Score -6646320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -6646319.500000 Penalty: 3601.130859
	Iteration 24Q: 3 clusters Score -6646320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -6646319.500000 Penalty: 3601.130859
	Iteration 25F: 3 clusters Score -6646320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -217039.984375 Penalty: 1252.251465
	Iteration 0F: 2 clusters Score -217040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -214832.875000 Penalty: 2504.502930
	Iteration 0F: 3 clusters Score -214832.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -215327.515625 Penalty: 2504.502930
	Iteration 1F: 3 clusters Score -215327.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215475.968750 Penalty: 2504.502930
	Iteration 2F: 3 clusters Score -215476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -215602.937500 Penalty: 2504.502930
	Iteration 3F: 3 clusters Score -215602.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215757.031250 Penalty: 2504.502930
	Iteration 4F: 3 clusters Score -215757 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215898.718750 Penalty: 2504.502930
	Iteration 5Q: 3 clusters Score -215898.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -216011.718750 Penalty: 2504.502930
	Iteration 6Q: 3 clusters Score -216011.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -216112.390625 Penalty: 2504.502930
	Iteration 7Q: 3 clusters Score -216112.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -216202.031250 Penalty: 2504.502930
	Iteration 8Q: 3 clusters Score -216202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -216276.843750 Penalty: 2504.502930
	Iteration 9Q: 3 clusters Score -216276.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216350.218750 Penalty: 2504.502930
	Iteration 10Q: 3 clusters Score -216350.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216391.171875 Penalty: 2504.502930
	Iteration 11Q: 3 clusters Score -216391.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216412.906250 Penalty: 2504.502930
	Iteration 12Q: 3 clusters Score -216412.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -216428.265625 Penalty: 2504.502930
	Iteration 13Q: 3 clusters Score -216428.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -216444.796875 Penalty: 2504.502930
	Iteration 14Q: 3 clusters Score -216444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -216456.828125 Penalty: 2504.502930
	Iteration 15Q: 3 clusters Score -216456.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -216474.531250 Penalty: 2504.502930
	Iteration 16Q: 3 clusters Score -216474.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -216495.921875 Penalty: 2504.502930
	Iteration 17Q: 3 clusters Score -216495.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -216521.015625 Penalty: 2504.502930
	Iteration 18Q: 3 clusters Score -216521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -216532.953125 Penalty: 2504.502930
	Iteration 19Q: 3 clusters Score -216533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -216547.578125 Penalty: 2504.502930
	Iteration 20F: 3 clusters Score -216547.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -216558.609375 Penalty: 2504.502930
	Iteration 21Q: 3 clusters Score -216558.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -216568.000000 Penalty: 2504.502930
	Iteration 22Q: 3 clusters Score -216568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216570.718750 Penalty: 2504.502930
	Iteration 23Q: 3 clusters Score -216570.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -216573.000000 Penalty: 2504.502930
	Iteration 24Q: 3 clusters Score -216573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -216574.812500 Penalty: 2504.502930
	Iteration 25Q: 3 clusters Score -216574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -216577.562500 Penalty: 2504.502930
	Iteration 26Q: 3 clusters Score -216577.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -216579.734375 Penalty: 2504.502930
	Iteration 27Q: 3 clusters Score -216579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -216583.109375 Penalty: 2504.502930
	Iteration 28Q: 3 clusters Score -216583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216586.265625 Penalty: 2504.502930
	Iteration 29Q: 3 clusters Score -216586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216588.250000 Penalty: 2504.502930
	Iteration 30Q: 3 clusters Score -216588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216590.750000 Penalty: 2504.502930
	Iteration 31Q: 3 clusters Score -216590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216591.375000 Penalty: 2504.502930
	Iteration 32Q: 3 clusters Score -216591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -216591.375000 Penalty: 2504.502930
	Iteration 33F: 3 clusters Score -216591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Entering Unmasked Estep 
Score: -4282477.500000 Penalty: 1726.286377
	Iteration 0F: 2 clusters Score -4282478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4254926.500000 Penalty: 3452.572754
	Iteration 0F: 3 clusters Score -4254926 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4265842.000000 Penalty: 3452.572754
	Iteration 1F: 3 clusters Score -4265842 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4266574.000000 Penalty: 3452.572754
	Iteration 2Q: 3 clusters Score -4266574 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4267781.000000 Penalty: 3452.572754
	Iteration 3F: 3 clusters Score -4267781 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4269714.000000 Penalty: 3452.572754
	Iteration 4F: 3 clusters Score -4269714 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4272399.500000 Penalty: 3452.572754
	Iteration 5F: 3 clusters Score -4272400 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -4275275.500000 Penalty: 3452.572754
	Iteration 6F: 3 clusters Score -4275276 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4277558.500000 Penalty: 3452.572754
	Iteration 7F: 3 clusters Score -4277558 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4279099.500000 Penalty: 3452.572754
	Iteration 8Q: 3 clusters Score -4279100 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4280001.500000 Penalty: 3452.572754
	Iteration 9Q: 3 clusters Score -4280002 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4280457.500000 Penalty: 3452.572754
	Iteration 10Q: 3 clusters Score -4280458 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4280666.000000 Penalty: 3452.572754
	Iteration 11Q: 3 clusters Score -4280666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4280811.000000 Penalty: 3452.572754
	Iteration 12Q: 3 clusters Score -4280811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4280904.000000 Penalty: 3452.572754
	Iteration 13Q: 3 clusters Score -4280904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4280965.500000 Penalty: 3452.572754
	Iteration 14Q: 3 clusters Score -4280966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4281002.500000 Penalty: 3452.572754
	Iteration 15Q: 3 clusters Score -4281002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4281027.000000 Penalty: 3452.572754
	Iteration 16Q: 3 clusters Score -4281027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4281037.500000 Penalty: 3452.572754
	Iteration 17Q: 3 clusters Score -4281038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4281044.500000 Penalty: 3452.572754
	Iteration 18Q: 3 clusters Score -4281044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4281044.500000 Penalty: 3452.572754
	Iteration 19Q: 3 clusters Score -4281044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4281051.500000 Penalty: 3452.572754
	Iteration 20F: 3 clusters Score -4281052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4281060.500000 Penalty: 3452.572754
	Iteration 21Q: 3 clusters Score -4281060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4281058.500000 Penalty: 3452.572754
	Iteration 22Q: 3 clusters Score -4281058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4281069.500000 Penalty: 3452.572754
	Iteration 23Q: 3 clusters Score -4281070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4281069.000000 Penalty: 3452.572754
	Iteration 24Q: 3 clusters Score -4281069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4281075.000000 Penalty: 3452.572754
	Iteration 25Q: 3 clusters Score -4281075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4281077.500000 Penalty: 3452.572754
	Iteration 26Q: 3 clusters Score -4281078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4281077.000000 Penalty: 3452.572754
	Iteration 27Q: 3 clusters Score -4281077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4281076.000000 Penalty: 3452.572754
	Iteration 28Q: 3 clusters Score -4281076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4281077.000000 Penalty: 3452.572754
	Iteration 29Q: 3 clusters Score -4281077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4281080.500000 Penalty: 3452.572754
	Iteration 30Q: 3 clusters Score -4281080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4281081.500000 Penalty: 3452.572754
	Iteration 31Q: 3 clusters Score -4281082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4281081.000000 Penalty: 3452.572754
	Iteration 32Q: 3 clusters Score -4281081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4281083.500000 Penalty: 3452.572754
	Iteration 33Q: 3 clusters Score -4281084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4281082.500000 Penalty: 3452.572754
	Iteration 34Q: 3 clusters Score -4281082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4281088.000000 Penalty: 3452.572754
	Iteration 35Q: 3 clusters Score -4281088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4281087.000000 Penalty: 3452.572754
	Iteration 36Q: 3 clusters Score -4281087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4281087.500000 Penalty: 3452.572754
	Iteration 37Q: 3 clusters Score -4281088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4281089.000000 Penalty: 3452.572754
	Iteration 38Q: 3 clusters Score -4281089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4281091.500000 Penalty: 3452.572754
	Iteration 39Q: 3 clusters Score -4281092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4281096.000000 Penalty: 3452.572754
	Iteration 40F: 3 clusters Score -4281096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -258844.453125 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -258844.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -256191.578125 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -256191.6 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -257268.015625 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -257268 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -257714.203125 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -257714.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -257998.515625 Penalty: 2620.085693
	Iteration 3F: 3 clusters Score -257998.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -258218.031250 Penalty: 2620.085693
	Iteration 4F: 3 clusters Score -258218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -258408.484375 Penalty: 2620.085693
	Iteration 5Q: 3 clusters Score -258408.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -258561.890625 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -258561.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -258704.718750 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -258704.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -258875.656250 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -258875.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -259033.000000 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -259033 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -259157.218750 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -259157.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -259255.640625 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -259255.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -259317.625000 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -259317.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -259346.484375 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -259346.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -259362.328125 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -259362.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -259377.250000 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -259377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -259401.125000 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -259401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259409.453125 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -259409.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -259415.656250 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -259415.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -259419.140625 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -259419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259435.437500 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -259435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -259454.046875 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -259454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -259456.656250 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -259456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -259457.437500 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -259457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -259457.625000 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -259457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -259457.562500 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -259457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -259458.250000 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -259458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259458.781250 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -259458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259458.781250 Penalty: 2620.085693
	Iteration 28F: 3 clusters Score -259458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15494 members 
Mstep: Class 17 contains 12575 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64887 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 1464 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7677 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28155 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1672 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 48655 members 
Mstep: Class 41 contains 1707 members 
Entering Unmasked Estep 
Score: -54944456.000000 Penalty: 88149.007812
Splitting cluster 24 changes total score from -54944636.000000 to -54944456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -555087.250000 Penalty: 1404.105469
	Iteration 0F: 2 clusters Score -555087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -550679.875000 Penalty: 2808.210938
	Iteration 0F: 3 clusters Score -550679.9 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -552219.312500 Penalty: 2808.210938
	Iteration 1F: 3 clusters Score -552219.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -552806.125000 Penalty: 2808.210938
	Iteration 2F: 3 clusters Score -552806.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -553357.062500 Penalty: 2808.210938
	Iteration 3F: 3 clusters Score -553357.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -553809.750000 Penalty: 2808.210938
	Iteration 4F: 3 clusters Score -553809.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -554318.562500 Penalty: 2808.210938
	Iteration 5F: 3 clusters Score -554318.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -554737.937500 Penalty: 2808.210938
	Iteration 6F: 3 clusters Score -554737.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -554975.250000 Penalty: 2808.210938
	Iteration 7Q: 3 clusters Score -554975.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -555103.562500 Penalty: 2808.210938
	Iteration 8Q: 3 clusters Score -555103.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -555146.437500 Penalty: 2808.210938
	Iteration 9Q: 3 clusters Score -555146.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -555165.375000 Penalty: 2808.210938
	Iteration 10Q: 3 clusters Score -555165.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -555182.125000 Penalty: 2808.210938
	Iteration 11Q: 3 clusters Score -555182.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -555197.875000 Penalty: 2808.210938
	Iteration 12Q: 3 clusters Score -555197.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -555216.812500 Penalty: 2808.210938
	Iteration 13Q: 3 clusters Score -555216.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -555228.312500 Penalty: 2808.210938
	Iteration 14Q: 3 clusters Score -555228.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -555236.687500 Penalty: 2808.210938
	Iteration 15Q: 3 clusters Score -555236.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -555242.375000 Penalty: 2808.210938
	Iteration 16Q: 3 clusters Score -555242.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -555248.437500 Penalty: 2808.210938
	Iteration 17Q: 3 clusters Score -555248.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -555256.812500 Penalty: 2808.210938
	Iteration 18Q: 3 clusters Score -555256.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -555264.250000 Penalty: 2808.210938
	Iteration 19Q: 3 clusters Score -555264.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -555273.437500 Penalty: 2808.210938
	Iteration 20F: 3 clusters Score -555273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -555280.562500 Penalty: 2808.210938
	Iteration 21Q: 3 clusters Score -555280.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -555291.062500 Penalty: 2808.210938
	Iteration 22Q: 3 clusters Score -555291.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -555299.750000 Penalty: 2808.210938
	Iteration 23Q: 3 clusters Score -555299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -555306.125000 Penalty: 2808.210938
	Iteration 24Q: 3 clusters Score -555306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -555314.687500 Penalty: 2808.210938
	Iteration 25Q: 3 clusters Score -555314.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -555321.187500 Penalty: 2808.210938
	Iteration 26Q: 3 clusters Score -555321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -555327.000000 Penalty: 2808.210938
	Iteration 27Q: 3 clusters Score -555327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -555333.812500 Penalty: 2808.210938
	Iteration 28Q: 3 clusters Score -555333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -555339.000000 Penalty: 2808.210938
	Iteration 29Q: 3 clusters Score -555339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -555348.062500 Penalty: 2808.210938
	Iteration 30Q: 3 clusters Score -555348.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -555363.812500 Penalty: 2808.210938
	Iteration 31Q: 3 clusters Score -555363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -555374.437500 Penalty: 2808.210938
	Iteration 32Q: 3 clusters Score -555374.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -555386.687500 Penalty: 2808.210938
	Iteration 33Q: 3 clusters Score -555386.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -555406.187500 Penalty: 2808.210938
	Iteration 34Q: 3 clusters Score -555406.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -555438.562500 Penalty: 2808.210938
	Iteration 35Q: 3 clusters Score -555438.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -555466.562500 Penalty: 2808.210938
	Iteration 36Q: 3 clusters Score -555466.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -555477.500000 Penalty: 2808.210938
	Iteration 37Q: 3 clusters Score -555477.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -555485.750000 Penalty: 2808.210938
	Iteration 38Q: 3 clusters Score -555485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -555491.000000 Penalty: 2808.210938
	Iteration 39Q: 3 clusters Score -555491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -555497.250000 Penalty: 2808.210938
	Iteration 40F: 3 clusters Score -555497.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -555499.125000 Penalty: 2808.210938
	Iteration 41Q: 3 clusters Score -555499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -555501.187500 Penalty: 2808.210938
	Iteration 42Q: 3 clusters Score -555501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -555504.125000 Penalty: 2808.210938
	Iteration 43Q: 3 clusters Score -555504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -555505.750000 Penalty: 2808.210938
	Iteration 44Q: 3 clusters Score -555505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -555506.312500 Penalty: 2808.210938
	Iteration 45Q: 3 clusters Score -555506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -555508.062500 Penalty: 2808.210938
	Iteration 46Q: 3 clusters Score -555508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -555508.187500 Penalty: 2808.210938
	Iteration 47Q: 3 clusters Score -555508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -555508.750000 Penalty: 2808.210938
	Iteration 48Q: 3 clusters Score -555508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -555508.750000 Penalty: 2808.210938
	Iteration 49F: 3 clusters Score -555508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15494 members 
Mstep: Class 17 contains 12575 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64887 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7677 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28155 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1672 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 48655 members 
Mstep: Class 41 contains 2793 members 
Entering Unmasked Estep 
Score: -54944140.000000 Penalty: 88149.007812
Splitting cluster 25 changes total score from -54944636.000000 to -54944140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -164992.156250 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -164992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163083.718750 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -163083.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163623.187500 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -163623.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163774.203125 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -163774.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -163897.140625 Penalty: 2420.708496
	Iteration 3F: 3 clusters Score -163897.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -163968.593750 Penalty: 2420.708496
	Iteration 4Q: 3 clusters Score -163968.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164027.312500 Penalty: 2420.708496
	Iteration 5Q: 3 clusters Score -164027.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -164071.187500 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -164071.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -164115.281250 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -164115.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -164151.703125 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -164151.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164182.562500 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -164182.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164209.671875 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -164209.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164231.250000 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -164231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164250.093750 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -164250.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164272.500000 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -164272.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -164293.625000 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -164293.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164322.968750 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -164323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164355.734375 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -164355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164377.109375 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -164377.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164394.890625 Penalty: 2420.708496
	Iteration 18Q: 3 clusters Score -164394.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164409.000000 Penalty: 2420.708496
	Iteration 19Q: 3 clusters Score -164409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164420.062500 Penalty: 2420.708496
	Iteration 20F: 3 clusters Score -164420.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -164428.281250 Penalty: 2420.708496
	Iteration 21Q: 3 clusters Score -164428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -164435.718750 Penalty: 2420.708496
	Iteration 22Q: 3 clusters Score -164435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164439.968750 Penalty: 2420.708496
	Iteration 23Q: 3 clusters Score -164440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164440.734375 Penalty: 2420.708496
	Iteration 24Q: 3 clusters Score -164440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -164442.265625 Penalty: 2420.708496
	Iteration 25Q: 3 clusters Score -164442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -164443.453125 Penalty: 2420.708496
	Iteration 26Q: 3 clusters Score -164443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -164444.203125 Penalty: 2420.708496
	Iteration 27Q: 3 clusters Score -164444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -164444.203125 Penalty: 2420.708496
	Iteration 28F: 3 clusters Score -164444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -788783.687500 Penalty: 1453.722412
	Iteration 0F: 2 clusters Score -788783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -783114.625000 Penalty: 2907.444824
	Iteration 0F: 3 clusters Score -783114.6 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -784768.562500 Penalty: 2907.444824
	Iteration 1F: 3 clusters Score -784768.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -784952.312500 Penalty: 2907.444824
	Iteration 2F: 3 clusters Score -784952.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -785081.250000 Penalty: 2907.444824
	Iteration 3Q: 3 clusters Score -785081.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -785172.312500 Penalty: 2907.444824
	Iteration 4Q: 3 clusters Score -785172.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -785248.250000 Penalty: 2907.444824
	Iteration 5Q: 3 clusters Score -785248.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -785312.812500 Penalty: 2907.444824
	Iteration 6Q: 3 clusters Score -785312.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -785370.250000 Penalty: 2907.444824
	Iteration 7Q: 3 clusters Score -785370.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -785418.812500 Penalty: 2907.444824
	Iteration 8Q: 3 clusters Score -785418.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -785478.437500 Penalty: 2907.444824
	Iteration 9Q: 3 clusters Score -785478.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -785537.312500 Penalty: 2907.444824
	Iteration 10Q: 3 clusters Score -785537.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -785597.250000 Penalty: 2907.444824
	Iteration 11Q: 3 clusters Score -785597.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -785670.250000 Penalty: 2907.444824
	Iteration 12Q: 3 clusters Score -785670.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -785750.437500 Penalty: 2907.444824
	Iteration 13Q: 3 clusters Score -785750.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -785850.937500 Penalty: 2907.444824
	Iteration 14Q: 3 clusters Score -785850.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -785956.500000 Penalty: 2907.444824
	Iteration 15Q: 3 clusters Score -785956.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -786068.000000 Penalty: 2907.444824
	Iteration 16Q: 3 clusters Score -786068 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -786188.875000 Penalty: 2907.444824
	Iteration 17Q: 3 clusters Score -786188.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -786277.875000 Penalty: 2907.444824
	Iteration 18Q: 3 clusters Score -786277.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -786345.750000 Penalty: 2907.444824
	Iteration 19Q: 3 clusters Score -786345.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -786383.250000 Penalty: 2907.444824
	Iteration 20F: 3 clusters Score -786383.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -786409.187500 Penalty: 2907.444824
	Iteration 21Q: 3 clusters Score -786409.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -786420.625000 Penalty: 2907.444824
	Iteration 22Q: 3 clusters Score -786420.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -786432.812500 Penalty: 2907.444824
	Iteration 23Q: 3 clusters Score -786432.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -786435.000000 Penalty: 2907.444824
	Iteration 24Q: 3 clusters Score -786435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -786441.625000 Penalty: 2907.444824
	Iteration 25Q: 3 clusters Score -786441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -786441.125000 Penalty: 2907.444824
	Iteration 26Q: 3 clusters Score -786441.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -786446.187500 Penalty: 2907.444824
	Iteration 27Q: 3 clusters Score -786446.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -786448.750000 Penalty: 2907.444824
	Iteration 28Q: 3 clusters Score -786448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -786453.937500 Penalty: 2907.444824
	Iteration 29Q: 3 clusters Score -786453.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -786455.750000 Penalty: 2907.444824
	Iteration 30Q: 3 clusters Score -786455.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -786458.000000 Penalty: 2907.444824
	Iteration 31Q: 3 clusters Score -786458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -786461.125000 Penalty: 2907.444824
	Iteration 32Q: 3 clusters Score -786461.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -786466.250000 Penalty: 2907.444824
	Iteration 33Q: 3 clusters Score -786466.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -786470.625000 Penalty: 2907.444824
	Iteration 34Q: 3 clusters Score -786470.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -786472.062500 Penalty: 2907.444824
	Iteration 35Q: 3 clusters Score -786472.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -786472.687500 Penalty: 2907.444824
	Iteration 36Q: 3 clusters Score -786472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -786476.000000 Penalty: 2907.444824
	Iteration 37Q: 3 clusters Score -786476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -786477.812500 Penalty: 2907.444824
	Iteration 38Q: 3 clusters Score -786477.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -786479.250000 Penalty: 2907.444824
	Iteration 39Q: 3 clusters Score -786479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -786478.125000 Penalty: 2907.444824
	Iteration 40F: 3 clusters Score -786478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -786478.000000 Penalty: 2907.444824
	Iteration 41Q: 3 clusters Score -786478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -786479.125000 Penalty: 2907.444824
	Iteration 42Q: 3 clusters Score -786479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -786479.125000 Penalty: 2907.444824
	Iteration 43Q: 3 clusters Score -786479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -786480.000000 Penalty: 2907.444824
	Iteration 44Q: 3 clusters Score -786480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -786479.812500 Penalty: 2907.444824
	Iteration 45Q: 3 clusters Score -786479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -786481.250000 Penalty: 2907.444824
	Iteration 46Q: 3 clusters Score -786481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -786481.562500 Penalty: 2907.444824
	Iteration 47Q: 3 clusters Score -786481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -786480.500000 Penalty: 2907.444824
	Iteration 48Q: 3 clusters Score -786480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -786481.812500 Penalty: 2907.444824
	Iteration 49Q: 3 clusters Score -786481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -786482.125000 Penalty: 2907.444824
	Iteration 50Q: 3 clusters Score -786482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -786481.375000 Penalty: 2907.444824
	Iteration 51Q: 3 clusters Score -786481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -786482.625000 Penalty: 2907.444824
	Iteration 52Q: 3 clusters Score -786482.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -786484.437500 Penalty: 2907.444824
	Iteration 53Q: 3 clusters Score -786484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -786485.062500 Penalty: 2907.444824
	Iteration 54Q: 3 clusters Score -786485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -786487.000000 Penalty: 2907.444824
	Iteration 55Q: 3 clusters Score -786487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -786489.375000 Penalty: 2907.444824
	Iteration 56Q: 3 clusters Score -786489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -786488.625000 Penalty: 2907.444824
	Iteration 57Q: 3 clusters Score -786488.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -786491.937500 Penalty: 2907.444824
	Iteration 58Q: 3 clusters Score -786491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -786492.625000 Penalty: 2907.444824
	Iteration 59Q: 3 clusters Score -786492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -786492.812500 Penalty: 2907.444824
	Iteration 60F: 3 clusters Score -786492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -786492.687500 Penalty: 2907.444824
	Iteration 61Q: 3 clusters Score -786492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -786494.437500 Penalty: 2907.444824
	Iteration 62Q: 3 clusters Score -786494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -786495.062500 Penalty: 2907.444824
	Iteration 63Q: 3 clusters Score -786495.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -786496.250000 Penalty: 2907.444824
	Iteration 64Q: 3 clusters Score -786496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -786498.375000 Penalty: 2907.444824
	Iteration 65Q: 3 clusters Score -786498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -786498.062500 Penalty: 2907.444824
	Iteration 66Q: 3 clusters Score -786498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -786497.812500 Penalty: 2907.444824
	Iteration 67Q: 3 clusters Score -786497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -786497.812500 Penalty: 2907.444824
	Iteration 68F: 3 clusters Score -786497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -355284.343750 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -355284.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -352205.468750 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -352205.5 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -353116.062500 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -353116.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -353359.531250 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -353359.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -353579.968750 Penalty: 2665.182861
	Iteration 3F: 3 clusters Score -353580 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -353838.218750 Penalty: 2665.182861
	Iteration 4F: 3 clusters Score -353838.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -354076.187500 Penalty: 2665.182861
	Iteration 5F: 3 clusters Score -354076.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -354295.218750 Penalty: 2665.182861
	Iteration 6F: 3 clusters Score -354295.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -354478.468750 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -354478.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -354618.750000 Penalty: 2665.182861
	Iteration 8Q: 3 clusters Score -354618.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -354768.406250 Penalty: 2665.182861
	Iteration 9Q: 3 clusters Score -354768.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -354930.906250 Penalty: 2665.182861
	Iteration 10Q: 3 clusters Score -354930.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -355013.093750 Penalty: 2665.182861
	Iteration 11Q: 3 clusters Score -355013.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -355047.375000 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -355047.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -355060.468750 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -355060.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -355070.812500 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -355070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -355077.875000 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -355077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -355082.031250 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -355082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -355085.968750 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -355086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -355093.781250 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -355093.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -355100.093750 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -355100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -355101.937500 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -355101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -355104.000000 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -355104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -355108.375000 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -355108.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -355112.656250 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -355112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -355118.812500 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -355118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -355122.906250 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -355122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -355123.437500 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -355123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -355124.718750 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -355124.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -355124.718750 Penalty: 2665.182861
	Iteration 28F: 3 clusters Score -355124.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -937549.062500 Penalty: 1491.479126
	Iteration 0F: 2 clusters Score -937549.1 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 4919 members 
Entering Unmasked Estep 
Score: -930675.437500 Penalty: 2982.958252
	Iteration 0F: 3 clusters Score -930675.4 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -933030.687500 Penalty: 2982.958252
	Iteration 1F: 3 clusters Score -933030.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -933430.937500 Penalty: 2982.958252
	Iteration 2F: 3 clusters Score -933430.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -933822.187500 Penalty: 2982.958252
	Iteration 3F: 3 clusters Score -933822.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -934218.750000 Penalty: 2982.958252
	Iteration 4F: 3 clusters Score -934218.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -934583.312500 Penalty: 2982.958252
	Iteration 5F: 3 clusters Score -934583.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -934906.375000 Penalty: 2982.958252
	Iteration 6F: 3 clusters Score -934906.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -935146.375000 Penalty: 2982.958252
	Iteration 7Q: 3 clusters Score -935146.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -935331.687500 Penalty: 2982.958252
	Iteration 8Q: 3 clusters Score -935331.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -935499.500000 Penalty: 2982.958252
	Iteration 9Q: 3 clusters Score -935499.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -935646.312500 Penalty: 2982.958252
	Iteration 10Q: 3 clusters Score -935646.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -935779.312500 Penalty: 2982.958252
	Iteration 11Q: 3 clusters Score -935779.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -935918.125000 Penalty: 2982.958252
	Iteration 12Q: 3 clusters Score -935918.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -936049.500000 Penalty: 2982.958252
	Iteration 13Q: 3 clusters Score -936049.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -936146.437500 Penalty: 2982.958252
	Iteration 14Q: 3 clusters Score -936146.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -936219.250000 Penalty: 2982.958252
	Iteration 15Q: 3 clusters Score -936219.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -936257.062500 Penalty: 2982.958252
	Iteration 16Q: 3 clusters Score -936257.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -936300.062500 Penalty: 2982.958252
	Iteration 17Q: 3 clusters Score -936300.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -936318.312500 Penalty: 2982.958252
	Iteration 18Q: 3 clusters Score -936318.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -936337.875000 Penalty: 2982.958252
	Iteration 19Q: 3 clusters Score -936337.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -936354.187500 Penalty: 2982.958252
	Iteration 20F: 3 clusters Score -936354.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -936362.062500 Penalty: 2982.958252
	Iteration 21Q: 3 clusters Score -936362.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -936367.437500 Penalty: 2982.958252
	Iteration 22Q: 3 clusters Score -936367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -936372.375000 Penalty: 2982.958252
	Iteration 23Q: 3 clusters Score -936372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -936379.062500 Penalty: 2982.958252
	Iteration 24Q: 3 clusters Score -936379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -936389.437500 Penalty: 2982.958252
	Iteration 25Q: 3 clusters Score -936389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -936394.500000 Penalty: 2982.958252
	Iteration 26Q: 3 clusters Score -936394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -936399.687500 Penalty: 2982.958252
	Iteration 27Q: 3 clusters Score -936399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -936402.875000 Penalty: 2982.958252
	Iteration 28Q: 3 clusters Score -936402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -936404.625000 Penalty: 2982.958252
	Iteration 29Q: 3 clusters Score -936404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -936410.437500 Penalty: 2982.958252
	Iteration 30Q: 3 clusters Score -936410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -936413.812500 Penalty: 2982.958252
	Iteration 31Q: 3 clusters Score -936413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -936419.187500 Penalty: 2982.958252
	Iteration 32Q: 3 clusters Score -936419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -936421.437500 Penalty: 2982.958252
	Iteration 33Q: 3 clusters Score -936421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -936423.187500 Penalty: 2982.958252
	Iteration 34Q: 3 clusters Score -936423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -936424.250000 Penalty: 2982.958252
	Iteration 35Q: 3 clusters Score -936424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -936424.250000 Penalty: 2982.958252
	Iteration 36F: 3 clusters Score -936424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -331652.250000 Penalty: 1317.700195
	Iteration 0F: 2 clusters Score -331652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -328734.218750 Penalty: 2635.400391
	Iteration 0F: 3 clusters Score -328734.2 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -329455.406250 Penalty: 2635.400391
	Iteration 1F: 3 clusters Score -329455.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -329636.375000 Penalty: 2635.400391
	Iteration 2F: 3 clusters Score -329636.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329781.968750 Penalty: 2635.400391
	Iteration 3F: 3 clusters Score -329782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -329875.500000 Penalty: 2635.400391
	Iteration 4Q: 3 clusters Score -329875.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -329943.437500 Penalty: 2635.400391
	Iteration 5Q: 3 clusters Score -329943.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -329994.343750 Penalty: 2635.400391
	Iteration 6Q: 3 clusters Score -329994.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -330041.562500 Penalty: 2635.400391
	Iteration 7Q: 3 clusters Score -330041.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -330088.156250 Penalty: 2635.400391
	Iteration 8Q: 3 clusters Score -330088.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -330144.687500 Penalty: 2635.400391
	Iteration 9Q: 3 clusters Score -330144.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -330195.281250 Penalty: 2635.400391
	Iteration 10Q: 3 clusters Score -330195.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -330239.500000 Penalty: 2635.400391
	Iteration 11Q: 3 clusters Score -330239.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -330281.218750 Penalty: 2635.400391
	Iteration 12Q: 3 clusters Score -330281.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -330321.156250 Penalty: 2635.400391
	Iteration 13Q: 3 clusters Score -330321.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330349.281250 Penalty: 2635.400391
	Iteration 14Q: 3 clusters Score -330349.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -330370.406250 Penalty: 2635.400391
	Iteration 15Q: 3 clusters Score -330370.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -330389.500000 Penalty: 2635.400391
	Iteration 16Q: 3 clusters Score -330389.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -330407.500000 Penalty: 2635.400391
	Iteration 17Q: 3 clusters Score -330407.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -330424.062500 Penalty: 2635.400391
	Iteration 18Q: 3 clusters Score -330424.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -330436.906250 Penalty: 2635.400391
	Iteration 19Q: 3 clusters Score -330436.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -330451.468750 Penalty: 2635.400391
	Iteration 20F: 3 clusters Score -330451.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -330463.937500 Penalty: 2635.400391
	Iteration 21Q: 3 clusters Score -330463.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -330475.312500 Penalty: 2635.400391
	Iteration 22Q: 3 clusters Score -330475.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -330484.781250 Penalty: 2635.400391
	Iteration 23Q: 3 clusters Score -330484.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -330496.500000 Penalty: 2635.400391
	Iteration 24Q: 3 clusters Score -330496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -330502.218750 Penalty: 2635.400391
	Iteration 25Q: 3 clusters Score -330502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -330505.000000 Penalty: 2635.400391
	Iteration 26Q: 3 clusters Score -330505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -330509.968750 Penalty: 2635.400391
	Iteration 27Q: 3 clusters Score -330510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -330514.781250 Penalty: 2635.400391
	Iteration 28Q: 3 clusters Score -330514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -330522.031250 Penalty: 2635.400391
	Iteration 29Q: 3 clusters Score -330522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -330533.250000 Penalty: 2635.400391
	Iteration 30Q: 3 clusters Score -330533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -330539.781250 Penalty: 2635.400391
	Iteration 31Q: 3 clusters Score -330539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -330543.125000 Penalty: 2635.400391
	Iteration 32Q: 3 clusters Score -330543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -330547.125000 Penalty: 2635.400391
	Iteration 33Q: 3 clusters Score -330547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -330551.125000 Penalty: 2635.400391
	Iteration 34Q: 3 clusters Score -330551.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -330554.500000 Penalty: 2635.400391
	Iteration 35Q: 3 clusters Score -330554.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -330556.812500 Penalty: 2635.400391
	Iteration 36Q: 3 clusters Score -330556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -330559.156250 Penalty: 2635.400391
	Iteration 37Q: 3 clusters Score -330559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -330560.968750 Penalty: 2635.400391
	Iteration 38Q: 3 clusters Score -330561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -330563.281250 Penalty: 2635.400391
	Iteration 39Q: 3 clusters Score -330563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -330566.000000 Penalty: 2635.400391
	Iteration 40F: 3 clusters Score -330566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -330567.062500 Penalty: 2635.400391
	Iteration 41Q: 3 clusters Score -330567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -330566.843750 Penalty: 2635.400391
	Iteration 42Q: 3 clusters Score -330566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -330567.218750 Penalty: 2635.400391
	Iteration 43Q: 3 clusters Score -330567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -330567.093750 Penalty: 2635.400391
	Iteration 44Q: 3 clusters Score -330567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -330568.125000 Penalty: 2635.400391
	Iteration 45Q: 3 clusters Score -330568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -330568.156250 Penalty: 2635.400391
	Iteration 46Q: 3 clusters Score -330568.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -330568.156250 Penalty: 2635.400391
	Iteration 47F: 3 clusters Score -330568.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Entering Unmasked Estep 
Score: -2854682.250000 Penalty: 1664.890625
	Iteration 0F: 2 clusters Score -2854682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2835757.750000 Penalty: 3329.781250
	Iteration 0F: 3 clusters Score -2835758 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2842772.250000 Penalty: 3329.781250
	Iteration 1F: 3 clusters Score -2842772 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2843234.500000 Penalty: 3329.781250
	Iteration 2Q: 3 clusters Score -2843234 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2843682.750000 Penalty: 3329.781250
	Iteration 3Q: 3 clusters Score -2843683 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2844125.500000 Penalty: 3329.781250
	Iteration 4Q: 3 clusters Score -2844126 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2844575.500000 Penalty: 3329.781250
	Iteration 5Q: 3 clusters Score -2844576 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2845005.750000 Penalty: 3329.781250
	Iteration 6Q: 3 clusters Score -2845006 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2845460.250000 Penalty: 3329.781250
	Iteration 7Q: 3 clusters Score -2845460 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2846021.500000 Penalty: 3329.781250
	Iteration 8Q: 3 clusters Score -2846022 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2846584.000000 Penalty: 3329.781250
	Iteration 9Q: 3 clusters Score -2846584 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2847259.500000 Penalty: 3329.781250
	Iteration 10Q: 3 clusters Score -2847260 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2848026.000000 Penalty: 3329.781250
	Iteration 11Q: 3 clusters Score -2848026 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2848842.250000 Penalty: 3329.781250
	Iteration 12Q: 3 clusters Score -2848842 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2849550.250000 Penalty: 3329.781250
	Iteration 13Q: 3 clusters Score -2849550 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2850144.250000 Penalty: 3329.781250
	Iteration 14Q: 3 clusters Score -2850144 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2850580.750000 Penalty: 3329.781250
	Iteration 15Q: 3 clusters Score -2850581 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2850949.500000 Penalty: 3329.781250
	Iteration 16Q: 3 clusters Score -2850950 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2851285.250000 Penalty: 3329.781250
	Iteration 17Q: 3 clusters Score -2851285 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2851628.500000 Penalty: 3329.781250
	Iteration 18Q: 3 clusters Score -2851628 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2852003.750000 Penalty: 3329.781250
	Iteration 19Q: 3 clusters Score -2852004 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2852353.000000 Penalty: 3329.781250
	Iteration 20F: 3 clusters Score -2852353 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2852659.500000 Penalty: 3329.781250
	Iteration 21Q: 3 clusters Score -2852660 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2852923.000000 Penalty: 3329.781250
	Iteration 22Q: 3 clusters Score -2852923 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2853184.000000 Penalty: 3329.781250
	Iteration 23Q: 3 clusters Score -2853184 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2853433.250000 Penalty: 3329.781250
	Iteration 24Q: 3 clusters Score -2853433 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2853637.000000 Penalty: 3329.781250
	Iteration 25Q: 3 clusters Score -2853637 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2853824.000000 Penalty: 3329.781250
	Iteration 26Q: 3 clusters Score -2853824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2853984.000000 Penalty: 3329.781250
	Iteration 27Q: 3 clusters Score -2853984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2854101.500000 Penalty: 3329.781250
	Iteration 28Q: 3 clusters Score -2854102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2854160.750000 Penalty: 3329.781250
	Iteration 29Q: 3 clusters Score -2854161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2854207.500000 Penalty: 3329.781250
	Iteration 30Q: 3 clusters Score -2854208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2854232.250000 Penalty: 3329.781250
	Iteration 31Q: 3 clusters Score -2854232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2854247.500000 Penalty: 3329.781250
	Iteration 32Q: 3 clusters Score -2854248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2854256.250000 Penalty: 3329.781250
	Iteration 33Q: 3 clusters Score -2854256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2854256.750000 Penalty: 3329.781250
	Iteration 34Q: 3 clusters Score -2854257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2854260.500000 Penalty: 3329.781250
	Iteration 35Q: 3 clusters Score -2854260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2854263.750000 Penalty: 3329.781250
	Iteration 36Q: 3 clusters Score -2854264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2854264.000000 Penalty: 3329.781250
	Iteration 37Q: 3 clusters Score -2854264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2854268.000000 Penalty: 3329.781250
	Iteration 38Q: 3 clusters Score -2854268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2854271.750000 Penalty: 3329.781250
	Iteration 39Q: 3 clusters Score -2854272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2854270.250000 Penalty: 3329.781250
	Iteration 40F: 3 clusters Score -2854270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2854272.250000 Penalty: 3329.781250
	Iteration 41Q: 3 clusters Score -2854272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2854277.500000 Penalty: 3329.781250
	Iteration 42Q: 3 clusters Score -2854278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2854281.750000 Penalty: 3329.781250
	Iteration 43Q: 3 clusters Score -2854282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2854286.500000 Penalty: 3329.781250
	Iteration 44Q: 3 clusters Score -2854286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2854290.750000 Penalty: 3329.781250
	Iteration 45Q: 3 clusters Score -2854291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2854287.500000 Penalty: 3329.781250
	Iteration 46Q: 3 clusters Score -2854288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2854290.500000 Penalty: 3329.781250
	Iteration 47Q: 3 clusters Score -2854290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2854288.500000 Penalty: 3329.781250
	Iteration 48Q: 3 clusters Score -2854288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2854290.500000 Penalty: 3329.781250
	Iteration 49Q: 3 clusters Score -2854290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2854292.000000 Penalty: 3329.781250
	Iteration 50Q: 3 clusters Score -2854292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2854293.250000 Penalty: 3329.781250
	Iteration 51Q: 3 clusters Score -2854293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2854291.750000 Penalty: 3329.781250
	Iteration 52Q: 3 clusters Score -2854292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2854293.750000 Penalty: 3329.781250
	Iteration 53Q: 3 clusters Score -2854294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2854293.750000 Penalty: 3329.781250
	Iteration 54F: 3 clusters Score -2854294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -496724.312500 Penalty: 1385.789429
	Iteration 0F: 2 clusters Score -496724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -492676.500000 Penalty: 2771.578857
	Iteration 0F: 3 clusters Score -492676.5 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -493804.343750 Penalty: 2771.578857
	Iteration 1F: 3 clusters Score -493804.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -494005.781250 Penalty: 2771.578857
	Iteration 2F: 3 clusters Score -494005.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -494150.125000 Penalty: 2771.578857
	Iteration 3F: 3 clusters Score -494150.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -494273.750000 Penalty: 2771.578857
	Iteration 4Q: 3 clusters Score -494273.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -494372.812500 Penalty: 2771.578857
	Iteration 5Q: 3 clusters Score -494372.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -494467.781250 Penalty: 2771.578857
	Iteration 6Q: 3 clusters Score -494467.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -494582.093750 Penalty: 2771.578857
	Iteration 7Q: 3 clusters Score -494582.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -494701.562500 Penalty: 2771.578857
	Iteration 8Q: 3 clusters Score -494701.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -494840.968750 Penalty: 2771.578857
	Iteration 9Q: 3 clusters Score -494841 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -494981.968750 Penalty: 2771.578857
	Iteration 10Q: 3 clusters Score -494982 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -495120.718750 Penalty: 2771.578857
	Iteration 11Q: 3 clusters Score -495120.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -495214.093750 Penalty: 2771.578857
	Iteration 12Q: 3 clusters Score -495214.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -495297.437500 Penalty: 2771.578857
	Iteration 13Q: 3 clusters Score -495297.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -495365.218750 Penalty: 2771.578857
	Iteration 14Q: 3 clusters Score -495365.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -495408.000000 Penalty: 2771.578857
	Iteration 15Q: 3 clusters Score -495408 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -495438.625000 Penalty: 2771.578857
	Iteration 16Q: 3 clusters Score -495438.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -495462.093750 Penalty: 2771.578857
	Iteration 17Q: 3 clusters Score -495462.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -495479.187500 Penalty: 2771.578857
	Iteration 18Q: 3 clusters Score -495479.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -495494.093750 Penalty: 2771.578857
	Iteration 19Q: 3 clusters Score -495494.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -495508.218750 Penalty: 2771.578857
	Iteration 20F: 3 clusters Score -495508.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -495523.312500 Penalty: 2771.578857
	Iteration 21Q: 3 clusters Score -495523.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -495533.968750 Penalty: 2771.578857
	Iteration 22Q: 3 clusters Score -495534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -495538.812500 Penalty: 2771.578857
	Iteration 23Q: 3 clusters Score -495538.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -495544.218750 Penalty: 2771.578857
	Iteration 24Q: 3 clusters Score -495544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -495549.250000 Penalty: 2771.578857
	Iteration 25Q: 3 clusters Score -495549.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -495555.250000 Penalty: 2771.578857
	Iteration 26Q: 3 clusters Score -495555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -495560.375000 Penalty: 2771.578857
	Iteration 27Q: 3 clusters Score -495560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -495563.562500 Penalty: 2771.578857
	Iteration 28Q: 3 clusters Score -495563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -495565.968750 Penalty: 2771.578857
	Iteration 29Q: 3 clusters Score -495566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -495571.437500 Penalty: 2771.578857
	Iteration 30Q: 3 clusters Score -495571.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -495576.531250 Penalty: 2771.578857
	Iteration 31Q: 3 clusters Score -495576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -495579.468750 Penalty: 2771.578857
	Iteration 32Q: 3 clusters Score -495579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -495581.781250 Penalty: 2771.578857
	Iteration 33Q: 3 clusters Score -495581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -495582.375000 Penalty: 2771.578857
	Iteration 34Q: 3 clusters Score -495582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -495585.500000 Penalty: 2771.578857
	Iteration 35Q: 3 clusters Score -495585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -495584.750000 Penalty: 2771.578857
	Iteration 36Q: 3 clusters Score -495584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -495585.281250 Penalty: 2771.578857
	Iteration 37Q: 3 clusters Score -495585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -495586.593750 Penalty: 2771.578857
	Iteration 38Q: 3 clusters Score -495586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -495585.843750 Penalty: 2771.578857
	Iteration 39Q: 3 clusters Score -495585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -495586.468750 Penalty: 2771.578857
	Iteration 40F: 3 clusters Score -495586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -495587.406250 Penalty: 2771.578857
	Iteration 41Q: 3 clusters Score -495587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -495588.312500 Penalty: 2771.578857
	Iteration 42Q: 3 clusters Score -495588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -495588.500000 Penalty: 2771.578857
	Iteration 43Q: 3 clusters Score -495588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -495589.125000 Penalty: 2771.578857
	Iteration 44Q: 3 clusters Score -495589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -495591.187500 Penalty: 2771.578857
	Iteration 45Q: 3 clusters Score -495591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -495591.875000 Penalty: 2771.578857
	Iteration 46Q: 3 clusters Score -495591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -495592.250000 Penalty: 2771.578857
	Iteration 47Q: 3 clusters Score -495592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -495593.343750 Penalty: 2771.578857
	Iteration 48Q: 3 clusters Score -495593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -495592.937500 Penalty: 2771.578857
	Iteration 49Q: 3 clusters Score -495592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -495593.531250 Penalty: 2771.578857
	Iteration 50Q: 3 clusters Score -495593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -495594.531250 Penalty: 2771.578857
	Iteration 51Q: 3 clusters Score -495594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -495595.250000 Penalty: 2771.578857
	Iteration 52Q: 3 clusters Score -495595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -495597.562500 Penalty: 2771.578857
	Iteration 53Q: 3 clusters Score -495597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -495598.218750 Penalty: 2771.578857
	Iteration 54Q: 3 clusters Score -495598.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -495600.562500 Penalty: 2771.578857
	Iteration 55Q: 3 clusters Score -495600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -495601.875000 Penalty: 2771.578857
	Iteration 56Q: 3 clusters Score -495601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -495602.156250 Penalty: 2771.578857
	Iteration 57Q: 3 clusters Score -495602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -495602.218750 Penalty: 2771.578857
	Iteration 58Q: 3 clusters Score -495602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -495603.343750 Penalty: 2771.578857
	Iteration 59Q: 3 clusters Score -495603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -495602.812500 Penalty: 2771.578857
	Iteration 60F: 3 clusters Score -495602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -495601.937500 Penalty: 2771.578857
	Iteration 61Q: 3 clusters Score -495601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -495602.781250 Penalty: 2771.578857
	Iteration 62Q: 3 clusters Score -495602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -495603.500000 Penalty: 2771.578857
	Iteration 63Q: 3 clusters Score -495603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -495603.937500 Penalty: 2771.578857
	Iteration 64Q: 3 clusters Score -495603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -495604.968750 Penalty: 2771.578857
	Iteration 65Q: 3 clusters Score -495605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -495604.968750 Penalty: 2771.578857
	Iteration 66F: 3 clusters Score -495605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -249613.046875 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -249613 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 1261 members 
Entering Unmasked Estep 
Score: -247185.812500 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -247185.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -247714.375000 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -247714.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -247911.718750 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -247911.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -248049.015625 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -248049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -248211.718750 Penalty: 2545.146484
	Iteration 4F: 3 clusters Score -248211.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -248356.125000 Penalty: 2545.146484
	Iteration 5F: 3 clusters Score -248356.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -248508.484375 Penalty: 2545.146484
	Iteration 6F: 3 clusters Score -248508.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -248624.625000 Penalty: 2545.146484
	Iteration 7F: 3 clusters Score -248624.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -248690.859375 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -248690.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -248742.187500 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -248742.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248771.750000 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -248771.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248792.250000 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -248792.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248809.468750 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -248809.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -248816.796875 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -248816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -248824.046875 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -248824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -248832.312500 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -248832.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -248838.515625 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -248838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -248841.578125 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -248841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -248842.265625 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -248842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -248843.421875 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -248843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248844.078125 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -248844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -248845.281250 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -248845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -248846.296875 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -248846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -248848.312500 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -248848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -248849.796875 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -248849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -248849.890625 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -248849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -248849.890625 Penalty: 2545.146484
	Iteration 26F: 3 clusters Score -248849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (64172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Entering Unmasked Estep 
Score: -6627704.000000 Penalty: 1798.764893
	Iteration 0F: 2 clusters Score -6627704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -6584668.000000 Penalty: 3597.529785
	Iteration 0F: 3 clusters Score -6584668 nChanged 30187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -6602065.000000 Penalty: 3597.529785
	Iteration 1F: 3 clusters Score -6602065 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -6602468.500000 Penalty: 3597.529785
	Iteration 2Q: 3 clusters Score -6602468 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -6602912.000000 Penalty: 3597.529785
	Iteration 3Q: 3 clusters Score -6602912 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -6603505.000000 Penalty: 3597.529785
	Iteration 4Q: 3 clusters Score -6603505 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -6604217.000000 Penalty: 3597.529785
	Iteration 5Q: 3 clusters Score -6604217 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6605410.000000 Penalty: 3597.529785
	Iteration 6Q: 3 clusters Score -6605410 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6607018.500000 Penalty: 3597.529785
	Iteration 7F: 3 clusters Score -6607018 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -6609672.000000 Penalty: 3597.529785
	Iteration 8F: 3 clusters Score -6609672 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -6613232.000000 Penalty: 3597.529785
	Iteration 9F: 3 clusters Score -6613232 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -6617145.000000 Penalty: 3597.529785
	Iteration 10F: 3 clusters Score -6617145 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -6620670.500000 Penalty: 3597.529785
	Iteration 11F: 3 clusters Score -6620670 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6623184.000000 Penalty: 3597.529785
	Iteration 12Q: 3 clusters Score -6623184 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6624724.000000 Penalty: 3597.529785
	Iteration 13Q: 3 clusters Score -6624724 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6625520.500000 Penalty: 3597.529785
	Iteration 14Q: 3 clusters Score -6625520 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6625853.000000 Penalty: 3597.529785
	Iteration 15Q: 3 clusters Score -6625853 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6626008.500000 Penalty: 3597.529785
	Iteration 16Q: 3 clusters Score -6626008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6626089.000000 Penalty: 3597.529785
	Iteration 17Q: 3 clusters Score -6626089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6626139.500000 Penalty: 3597.529785
	Iteration 18Q: 3 clusters Score -6626140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6626159.000000 Penalty: 3597.529785
	Iteration 19Q: 3 clusters Score -6626159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6626179.000000 Penalty: 3597.529785
	Iteration 20F: 3 clusters Score -6626179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6626192.500000 Penalty: 3597.529785
	Iteration 21Q: 3 clusters Score -6626192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6626190.500000 Penalty: 3597.529785
	Iteration 22Q: 3 clusters Score -6626190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6626204.000000 Penalty: 3597.529785
	Iteration 23Q: 3 clusters Score -6626204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6626208.000000 Penalty: 3597.529785
	Iteration 24Q: 3 clusters Score -6626208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6626210.000000 Penalty: 3597.529785
	Iteration 25Q: 3 clusters Score -6626210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6626210.000000 Penalty: 3597.529785
	Iteration 26F: 3 clusters Score -6626210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Entering Unmasked Estep 
Score: -710522.812500 Penalty: 1433.962402
	Iteration 0F: 2 clusters Score -710522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -705439.562500 Penalty: 2867.924805
	Iteration 0F: 3 clusters Score -705439.6 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -706919.375000 Penalty: 2867.924805
	Iteration 1F: 3 clusters Score -706919.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -707126.437500 Penalty: 2867.924805
	Iteration 2F: 3 clusters Score -707126.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -707303.312500 Penalty: 2867.924805
	Iteration 3F: 3 clusters Score -707303.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -707446.062500 Penalty: 2867.924805
	Iteration 4Q: 3 clusters Score -707446.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -707578.500000 Penalty: 2867.924805
	Iteration 5Q: 3 clusters Score -707578.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -707714.125000 Penalty: 2867.924805
	Iteration 6Q: 3 clusters Score -707714.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -707885.625000 Penalty: 2867.924805
	Iteration 7Q: 3 clusters Score -707885.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -708078.187500 Penalty: 2867.924805
	Iteration 8Q: 3 clusters Score -708078.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -708293.375000 Penalty: 2867.924805
	Iteration 9Q: 3 clusters Score -708293.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -708539.437500 Penalty: 2867.924805
	Iteration 10Q: 3 clusters Score -708539.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -708774.812500 Penalty: 2867.924805
	Iteration 11Q: 3 clusters Score -708774.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -708953.625000 Penalty: 2867.924805
	Iteration 12Q: 3 clusters Score -708953.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -709083.312500 Penalty: 2867.924805
	Iteration 13Q: 3 clusters Score -709083.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -709172.750000 Penalty: 2867.924805
	Iteration 14Q: 3 clusters Score -709172.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -709226.562500 Penalty: 2867.924805
	Iteration 15Q: 3 clusters Score -709226.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -709272.812500 Penalty: 2867.924805
	Iteration 16Q: 3 clusters Score -709272.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -709292.875000 Penalty: 2867.924805
	Iteration 17Q: 3 clusters Score -709292.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -709300.875000 Penalty: 2867.924805
	Iteration 18Q: 3 clusters Score -709300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -709304.000000 Penalty: 2867.924805
	Iteration 19Q: 3 clusters Score -709304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -709306.875000 Penalty: 2867.924805
	Iteration 20F: 3 clusters Score -709306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -709307.500000 Penalty: 2867.924805
	Iteration 21Q: 3 clusters Score -709307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -709308.562500 Penalty: 2867.924805
	Iteration 22Q: 3 clusters Score -709308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -709311.500000 Penalty: 2867.924805
	Iteration 23Q: 3 clusters Score -709311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -709312.125000 Penalty: 2867.924805
	Iteration 24Q: 3 clusters Score -709312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -709314.250000 Penalty: 2867.924805
	Iteration 25Q: 3 clusters Score -709314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -709315.187500 Penalty: 2867.924805
	Iteration 26Q: 3 clusters Score -709315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -709315.187500 Penalty: 2867.924805
	Iteration 27F: 3 clusters Score -709315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Entering Unmasked Estep 
Score: -1995615.375000 Penalty: 1607.798462
	Iteration 0F: 2 clusters Score -1995615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1982033.000000 Penalty: 3215.596924
	Iteration 0F: 3 clusters Score -1982033 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1986989.000000 Penalty: 3215.596924
	Iteration 1F: 3 clusters Score -1986989 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1987432.250000 Penalty: 3215.596924
	Iteration 2F: 3 clusters Score -1987432 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1987984.875000 Penalty: 3215.596924
	Iteration 3F: 3 clusters Score -1987985 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1988826.500000 Penalty: 3215.596924
	Iteration 4F: 3 clusters Score -1988826 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1990106.250000 Penalty: 3215.596924
	Iteration 5F: 3 clusters Score -1990106 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1991547.375000 Penalty: 3215.596924
	Iteration 6F: 3 clusters Score -1991547 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1992776.750000 Penalty: 3215.596924
	Iteration 7F: 3 clusters Score -1992777 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1993692.875000 Penalty: 3215.596924
	Iteration 8F: 3 clusters Score -1993693 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1994346.125000 Penalty: 3215.596924
	Iteration 9Q: 3 clusters Score -1994346 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1994703.500000 Penalty: 3215.596924
	Iteration 10Q: 3 clusters Score -1994704 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1994842.875000 Penalty: 3215.596924
	Iteration 11Q: 3 clusters Score -1994843 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1994916.875000 Penalty: 3215.596924
	Iteration 12Q: 3 clusters Score -1994917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1994952.875000 Penalty: 3215.596924
	Iteration 13Q: 3 clusters Score -1994953 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1994981.500000 Penalty: 3215.596924
	Iteration 14Q: 3 clusters Score -1994982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1994984.625000 Penalty: 3215.596924
	Iteration 15Q: 3 clusters Score -1994985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1994993.000000 Penalty: 3215.596924
	Iteration 16Q: 3 clusters Score -1994993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1995001.375000 Penalty: 3215.596924
	Iteration 17Q: 3 clusters Score -1995001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1995010.250000 Penalty: 3215.596924
	Iteration 18Q: 3 clusters Score -1995010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1995016.750000 Penalty: 3215.596924
	Iteration 19Q: 3 clusters Score -1995017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1995012.375000 Penalty: 3215.596924
	Iteration 20F: 3 clusters Score -1995012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1995012.875000 Penalty: 3215.596924
	Iteration 21Q: 3 clusters Score -1995013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1995010.500000 Penalty: 3215.596924
	Iteration 22Q: 3 clusters Score -1995010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1995009.500000 Penalty: 3215.596924
	Iteration 23Q: 3 clusters Score -1995010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1995010.000000 Penalty: 3215.596924
	Iteration 24Q: 3 clusters Score -1995010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1995015.125000 Penalty: 3215.596924
	Iteration 25Q: 3 clusters Score -1995015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1995016.750000 Penalty: 3215.596924
	Iteration 26Q: 3 clusters Score -1995017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1995022.000000 Penalty: 3215.596924
	Iteration 27Q: 3 clusters Score -1995022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1995021.125000 Penalty: 3215.596924
	Iteration 28Q: 3 clusters Score -1995021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1995024.625000 Penalty: 3215.596924
	Iteration 29Q: 3 clusters Score -1995025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1995026.375000 Penalty: 3215.596924
	Iteration 30Q: 3 clusters Score -1995026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1995031.375000 Penalty: 3215.596924
	Iteration 31Q: 3 clusters Score -1995031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1995035.875000 Penalty: 3215.596924
	Iteration 32Q: 3 clusters Score -1995036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1995035.000000 Penalty: 3215.596924
	Iteration 33Q: 3 clusters Score -1995035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1995038.000000 Penalty: 3215.596924
	Iteration 34Q: 3 clusters Score -1995038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1995041.625000 Penalty: 3215.596924
	Iteration 35Q: 3 clusters Score -1995042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1995043.750000 Penalty: 3215.596924
	Iteration 36Q: 3 clusters Score -1995044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1995044.875000 Penalty: 3215.596924
	Iteration 37Q: 3 clusters Score -1995045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1995050.875000 Penalty: 3215.596924
	Iteration 38Q: 3 clusters Score -1995051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1995049.750000 Penalty: 3215.596924
	Iteration 39Q: 3 clusters Score -1995050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1995048.000000 Penalty: 3215.596924
	Iteration 40F: 3 clusters Score -1995048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1995052.875000 Penalty: 3215.596924
	Iteration 41Q: 3 clusters Score -1995053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1995054.750000 Penalty: 3215.596924
	Iteration 42Q: 3 clusters Score -1995055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1995057.125000 Penalty: 3215.596924
	Iteration 43Q: 3 clusters Score -1995057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1995056.875000 Penalty: 3215.596924
	Iteration 44Q: 3 clusters Score -1995057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1995060.625000 Penalty: 3215.596924
	Iteration 45Q: 3 clusters Score -1995061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1995057.000000 Penalty: 3215.596924
	Iteration 46Q: 3 clusters Score -1995057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1995060.750000 Penalty: 3215.596924
	Iteration 47Q: 3 clusters Score -1995061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1995061.750000 Penalty: 3215.596924
	Iteration 48Q: 3 clusters Score -1995062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1995063.750000 Penalty: 3215.596924
	Iteration 49Q: 3 clusters Score -1995064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1995067.000000 Penalty: 3215.596924
	Iteration 50Q: 3 clusters Score -1995067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1995066.750000 Penalty: 3215.596924
	Iteration 51Q: 3 clusters Score -1995067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1995068.375000 Penalty: 3215.596924
	Iteration 52Q: 3 clusters Score -1995068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1995066.875000 Penalty: 3215.596924
	Iteration 53Q: 3 clusters Score -1995067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1995065.000000 Penalty: 3215.596924
	Iteration 54Q: 3 clusters Score -1995065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1995066.500000 Penalty: 3215.596924
	Iteration 55Q: 3 clusters Score -1995066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1995066.000000 Penalty: 3215.596924
	Iteration 56Q: 3 clusters Score -1995066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1995064.125000 Penalty: 3215.596924
	Iteration 57Q: 3 clusters Score -1995064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1995064.125000 Penalty: 3215.596924
	Iteration 58F: 3 clusters Score -1995064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -97201.476562 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -97201.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95768.078125 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -95768.08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96039.390625 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -96039.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96126.703125 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -96126.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96164.171875 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -96164.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96192.015625 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -96192.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96215.945312 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -96215.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96233.796875 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -96233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96245.164062 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -96245.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96259.343750 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -96259.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96268.929688 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -96268.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96277.859375 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -96277.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96285.140625 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -96285.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96289.039062 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -96289.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96291.093750 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -96291.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96291.992188 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -96291.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96291.992188 Penalty: 2249.859131
	Iteration 15F: 3 clusters Score -96291.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -170566.640625 Penalty: 1206.038574
	Iteration 0F: 2 clusters Score -170566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -168644.765625 Penalty: 2412.077148
	Iteration 0F: 3 clusters Score -168644.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169079.437500 Penalty: 2412.077148
	Iteration 1F: 3 clusters Score -169079.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -169188.359375 Penalty: 2412.077148
	Iteration 2F: 3 clusters Score -169188.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -169253.703125 Penalty: 2412.077148
	Iteration 3Q: 3 clusters Score -169253.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169300.546875 Penalty: 2412.077148
	Iteration 4Q: 3 clusters Score -169300.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169334.453125 Penalty: 2412.077148
	Iteration 5Q: 3 clusters Score -169334.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -169362.437500 Penalty: 2412.077148
	Iteration 6Q: 3 clusters Score -169362.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -169376.500000 Penalty: 2412.077148
	Iteration 7Q: 3 clusters Score -169376.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169386.765625 Penalty: 2412.077148
	Iteration 8Q: 3 clusters Score -169386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -169391.515625 Penalty: 2412.077148
	Iteration 9Q: 3 clusters Score -169391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169393.250000 Penalty: 2412.077148
	Iteration 10Q: 3 clusters Score -169393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -169393.859375 Penalty: 2412.077148
	Iteration 11Q: 3 clusters Score -169393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -169395.171875 Penalty: 2412.077148
	Iteration 12Q: 3 clusters Score -169395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -169396.218750 Penalty: 2412.077148
	Iteration 13Q: 3 clusters Score -169396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -169397.593750 Penalty: 2412.077148
	Iteration 14Q: 3 clusters Score -169397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169398.671875 Penalty: 2412.077148
	Iteration 15Q: 3 clusters Score -169398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169399.718750 Penalty: 2412.077148
	Iteration 16Q: 3 clusters Score -169399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169400.140625 Penalty: 2412.077148
	Iteration 17Q: 3 clusters Score -169400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169400.140625 Penalty: 2412.077148
	Iteration 18F: 3 clusters Score -169400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -467916.625000 Penalty: 1374.988647
	Iteration 0F: 2 clusters Score -467916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -464143.468750 Penalty: 2749.977295
	Iteration 0F: 3 clusters Score -464143.5 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -465211.031250 Penalty: 2749.977295
	Iteration 1F: 3 clusters Score -465211 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -465372.312500 Penalty: 2749.977295
	Iteration 2F: 3 clusters Score -465372.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -465468.718750 Penalty: 2749.977295
	Iteration 3Q: 3 clusters Score -465468.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -465557.062500 Penalty: 2749.977295
	Iteration 4Q: 3 clusters Score -465557.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -465641.343750 Penalty: 2749.977295
	Iteration 5Q: 3 clusters Score -465641.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -465708.156250 Penalty: 2749.977295
	Iteration 6Q: 3 clusters Score -465708.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -465768.843750 Penalty: 2749.977295
	Iteration 7Q: 3 clusters Score -465768.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -465828.125000 Penalty: 2749.977295
	Iteration 8Q: 3 clusters Score -465828.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -465884.187500 Penalty: 2749.977295
	Iteration 9Q: 3 clusters Score -465884.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -465931.937500 Penalty: 2749.977295
	Iteration 10Q: 3 clusters Score -465931.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -465984.937500 Penalty: 2749.977295
	Iteration 11Q: 3 clusters Score -465984.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -466044.312500 Penalty: 2749.977295
	Iteration 12Q: 3 clusters Score -466044.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -466106.843750 Penalty: 2749.977295
	Iteration 13Q: 3 clusters Score -466106.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -466166.750000 Penalty: 2749.977295
	Iteration 14Q: 3 clusters Score -466166.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -466229.218750 Penalty: 2749.977295
	Iteration 15Q: 3 clusters Score -466229.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -466282.625000 Penalty: 2749.977295
	Iteration 16Q: 3 clusters Score -466282.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -466333.406250 Penalty: 2749.977295
	Iteration 17Q: 3 clusters Score -466333.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -466371.250000 Penalty: 2749.977295
	Iteration 18Q: 3 clusters Score -466371.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -466405.531250 Penalty: 2749.977295
	Iteration 19Q: 3 clusters Score -466405.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -466438.656250 Penalty: 2749.977295
	Iteration 20F: 3 clusters Score -466438.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -466482.875000 Penalty: 2749.977295
	Iteration 21Q: 3 clusters Score -466482.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -466526.156250 Penalty: 2749.977295
	Iteration 22Q: 3 clusters Score -466526.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -466555.875000 Penalty: 2749.977295
	Iteration 23Q: 3 clusters Score -466555.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -466585.656250 Penalty: 2749.977295
	Iteration 24Q: 3 clusters Score -466585.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -466612.500000 Penalty: 2749.977295
	Iteration 25Q: 3 clusters Score -466612.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -466637.843750 Penalty: 2749.977295
	Iteration 26Q: 3 clusters Score -466637.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -466659.906250 Penalty: 2749.977295
	Iteration 27Q: 3 clusters Score -466659.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -466679.500000 Penalty: 2749.977295
	Iteration 28Q: 3 clusters Score -466679.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -466700.562500 Penalty: 2749.977295
	Iteration 29Q: 3 clusters Score -466700.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -466719.781250 Penalty: 2749.977295
	Iteration 30Q: 3 clusters Score -466719.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -466732.500000 Penalty: 2749.977295
	Iteration 31Q: 3 clusters Score -466732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -466737.843750 Penalty: 2749.977295
	Iteration 32Q: 3 clusters Score -466737.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -466745.843750 Penalty: 2749.977295
	Iteration 33Q: 3 clusters Score -466745.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -466752.187500 Penalty: 2749.977295
	Iteration 34Q: 3 clusters Score -466752.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -466755.375000 Penalty: 2749.977295
	Iteration 35Q: 3 clusters Score -466755.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -466758.906250 Penalty: 2749.977295
	Iteration 36Q: 3 clusters Score -466758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -466761.718750 Penalty: 2749.977295
	Iteration 37Q: 3 clusters Score -466761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -466764.312500 Penalty: 2749.977295
	Iteration 38Q: 3 clusters Score -466764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -466766.531250 Penalty: 2749.977295
	Iteration 39Q: 3 clusters Score -466766.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -466768.125000 Penalty: 2749.977295
	Iteration 40F: 3 clusters Score -466768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -466770.000000 Penalty: 2749.977295
	Iteration 41Q: 3 clusters Score -466770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -466770.718750 Penalty: 2749.977295
	Iteration 42Q: 3 clusters Score -466770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -466772.406250 Penalty: 2749.977295
	Iteration 43Q: 3 clusters Score -466772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -466772.156250 Penalty: 2749.977295
	Iteration 44Q: 3 clusters Score -466772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -466772.437500 Penalty: 2749.977295
	Iteration 45Q: 3 clusters Score -466772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -466773.875000 Penalty: 2749.977295
	Iteration 46Q: 3 clusters Score -466773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -466774.500000 Penalty: 2749.977295
	Iteration 47Q: 3 clusters Score -466774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -466775.062500 Penalty: 2749.977295
	Iteration 48Q: 3 clusters Score -466775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -466776.000000 Penalty: 2749.977295
	Iteration 49Q: 3 clusters Score -466776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -466777.093750 Penalty: 2749.977295
	Iteration 50Q: 3 clusters Score -466777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -466778.000000 Penalty: 2749.977295
	Iteration 51Q: 3 clusters Score -466778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -466777.687500 Penalty: 2749.977295
	Iteration 52Q: 3 clusters Score -466777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -466777.687500 Penalty: 2749.977295
	Iteration 53F: 3 clusters Score -466777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Entering Unmasked Estep 
Score: -5021029.500000 Penalty: 1753.782837
	Iteration 0F: 2 clusters Score -5021030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4988441.500000 Penalty: 3507.565674
	Iteration 0F: 3 clusters Score -4988442 nChanged 22857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -5001530.500000 Penalty: 3507.565674
	Iteration 1F: 3 clusters Score -5001530 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5002415.000000 Penalty: 3507.565674
	Iteration 2Q: 3 clusters Score -5002415 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5003472.500000 Penalty: 3507.565674
	Iteration 3Q: 3 clusters Score -5003472 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -5004695.000000 Penalty: 3507.565674
	Iteration 4F: 3 clusters Score -5004695 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5005981.000000 Penalty: 3507.565674
	Iteration 5F: 3 clusters Score -5005981 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5007265.000000 Penalty: 3507.565674
	Iteration 6F: 3 clusters Score -5007265 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5008449.500000 Penalty: 3507.565674
	Iteration 7F: 3 clusters Score -5008450 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -5009308.500000 Penalty: 3507.565674
	Iteration 8Q: 3 clusters Score -5009308 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5009894.000000 Penalty: 3507.565674
	Iteration 9Q: 3 clusters Score -5009894 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5010363.500000 Penalty: 3507.565674
	Iteration 10Q: 3 clusters Score -5010364 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -5010772.500000 Penalty: 3507.565674
	Iteration 11Q: 3 clusters Score -5010772 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5011137.500000 Penalty: 3507.565674
	Iteration 12Q: 3 clusters Score -5011138 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5011497.500000 Penalty: 3507.565674
	Iteration 13Q: 3 clusters Score -5011498 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -5011910.000000 Penalty: 3507.565674
	Iteration 14Q: 3 clusters Score -5011910 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5012415.500000 Penalty: 3507.565674
	Iteration 15Q: 3 clusters Score -5012416 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5012932.500000 Penalty: 3507.565674
	Iteration 16Q: 3 clusters Score -5012932 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5013486.000000 Penalty: 3507.565674
	Iteration 17Q: 3 clusters Score -5013486 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -5014076.000000 Penalty: 3507.565674
	Iteration 18Q: 3 clusters Score -5014076 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -5014764.000000 Penalty: 3507.565674
	Iteration 19Q: 3 clusters Score -5014764 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5015536.000000 Penalty: 3507.565674
	Iteration 20F: 3 clusters Score -5015536 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5016285.000000 Penalty: 3507.565674
	Iteration 21Q: 3 clusters Score -5016285 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5017020.000000 Penalty: 3507.565674
	Iteration 22Q: 3 clusters Score -5017020 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5017704.000000 Penalty: 3507.565674
	Iteration 23Q: 3 clusters Score -5017704 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5018254.500000 Penalty: 3507.565674
	Iteration 24Q: 3 clusters Score -5018254 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5018651.000000 Penalty: 3507.565674
	Iteration 25Q: 3 clusters Score -5018651 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -5018921.000000 Penalty: 3507.565674
	Iteration 26Q: 3 clusters Score -5018921 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5019100.000000 Penalty: 3507.565674
	Iteration 27Q: 3 clusters Score -5019100 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -5019219.500000 Penalty: 3507.565674
	Iteration 28Q: 3 clusters Score -5019220 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -5019304.000000 Penalty: 3507.565674
	Iteration 29Q: 3 clusters Score -5019304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -5019375.500000 Penalty: 3507.565674
	Iteration 30Q: 3 clusters Score -5019376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -5019435.000000 Penalty: 3507.565674
	Iteration 31Q: 3 clusters Score -5019435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -5019479.500000 Penalty: 3507.565674
	Iteration 32Q: 3 clusters Score -5019480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -5019511.500000 Penalty: 3507.565674
	Iteration 33Q: 3 clusters Score -5019512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -5019527.000000 Penalty: 3507.565674
	Iteration 34Q: 3 clusters Score -5019527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5019538.000000 Penalty: 3507.565674
	Iteration 35Q: 3 clusters Score -5019538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5019541.000000 Penalty: 3507.565674
	Iteration 36Q: 3 clusters Score -5019541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -5019552.000000 Penalty: 3507.565674
	Iteration 37Q: 3 clusters Score -5019552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -5019553.500000 Penalty: 3507.565674
	Iteration 38Q: 3 clusters Score -5019554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -5019560.000000 Penalty: 3507.565674
	Iteration 39Q: 3 clusters Score -5019560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -5019563.000000 Penalty: 3507.565674
	Iteration 40F: 3 clusters Score -5019563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -5019560.500000 Penalty: 3507.565674
	Iteration 41Q: 3 clusters Score -5019560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -5019562.000000 Penalty: 3507.565674
	Iteration 42Q: 3 clusters Score -5019562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -5019566.500000 Penalty: 3507.565674
	Iteration 43Q: 3 clusters Score -5019566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -5019571.000000 Penalty: 3507.565674
	Iteration 44Q: 3 clusters Score -5019571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -5019575.000000 Penalty: 3507.565674
	Iteration 45Q: 3 clusters Score -5019575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -5019580.000000 Penalty: 3507.565674
	Iteration 46Q: 3 clusters Score -5019580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -5019581.500000 Penalty: 3507.565674
	Iteration 47Q: 3 clusters Score -5019582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -5019580.000000 Penalty: 3507.565674
	Iteration 48Q: 3 clusters Score -5019580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -5019581.500000 Penalty: 3507.565674
	Iteration 49Q: 3 clusters Score -5019582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -5019584.000000 Penalty: 3507.565674
	Iteration 50Q: 3 clusters Score -5019584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5019582.000000 Penalty: 3507.565674
	Iteration 51Q: 3 clusters Score -5019582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5019580.000000 Penalty: 3507.565674
	Iteration 52Q: 3 clusters Score -5019580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5019580.000000 Penalty: 3507.565674
	Iteration 53F: 3 clusters Score -5019580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 15494 members 
Mstep: Class 17 contains 12575 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64887 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7677 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28155 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6798 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1672 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 48655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944616.000000 Penalty: 85999.031250
Iteration 119Q: 41 clusters Score -5.494462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 15490 members 
Mstep: Class 17 contains 12573 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7680 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9683 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28150 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1675 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944572.000000 Penalty: 85999.031250
Iteration 120F: 41 clusters Score -5.494457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 15488 members 
Mstep: Class 17 contains 12573 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64884 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5657 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7680 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9681 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28150 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19814 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1677 members 
Mstep: Class 39 contains 4732 members 
Mstep: Class 40 contains 48658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944604.000000 Penalty: 85999.031250
Iteration 121Q: 41 clusters Score -5.49446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 76330 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 15484 members 
Mstep: Class 17 contains 12576 members 
Mstep: Class 18 contains 18531 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64880 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7681 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9679 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28149 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64172 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1680 members 
Mstep: Class 39 contains 4732 members 
Mstep: Class 40 contains 48661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944596.000000 Penalty: 85999.031250
Iteration 122Q: 41 clusters Score -5.49446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24971 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 15481 members 
Mstep: Class 17 contains 12578 members 
Mstep: Class 18 contains 18530 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64879 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3644 members 
Mstep: Class 29 contains 9678 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28149 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64170 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19813 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4732 members 
Mstep: Class 40 contains 48663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944604.000000 Penalty: 85999.031250
Iteration 123Q: 41 clusters Score -5.49446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4822 members 
Mstep: Class 16 contains 15478 members 
Mstep: Class 17 contains 12578 members 
Mstep: Class 18 contains 18530 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64881 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 9678 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28148 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64167 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19812 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4732 members 
Mstep: Class 40 contains 48664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944604.000000 Penalty: 85999.031250
Iteration 124Q: 41 clusters Score -5.49446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15477 members 
Mstep: Class 17 contains 12579 members 
Mstep: Class 18 contains 18530 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64885 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41081 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3324 members 
Mstep: Class 31 contains 28148 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64163 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944612.000000 Penalty: 85999.031250
Iteration 125Q: 41 clusters Score -5.494461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24973 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64888 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28148 members 
Mstep: Class 32 contains 5053 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64158 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944612.000000 Penalty: 85999.031250
Iteration 126Q: 41 clusters Score -5.494461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24971 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11432 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64888 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28147 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944644.000000 Penalty: 85999.031250
Iteration 127Q: 41 clusters Score -5.494464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11433 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64888 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41082 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28146 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944632.000000 Penalty: 85999.031250
Iteration 128Q: 41 clusters Score -5.494463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11432 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28147 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944636.000000 Penalty: 85999.031250
Iteration 129Q: 41 clusters Score -5.494464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11433 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28146 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944628.000000 Penalty: 85999.031250
Iteration 130Q: 41 clusters Score -5.494463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944636.000000 Penalty: 85999.031250
Iteration 131Q: 41 clusters Score -5.494464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54944636.000000 Penalty: 85999.031250
Iteration 132F: 41 clusters Score -5.494464e+07 nChanged 0
Entering ConstructFrom: 
Score: -54944636.000000 Penalty: 85999.031250
Entering ConstructFrom: 
Trying to split cluster 1 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -248380.921875 Penalty: 1275.578491
	Iteration 0F: 2 clusters Score -248380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -245956.875000 Penalty: 2551.156982
	Iteration 0F: 3 clusters Score -245956.9 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -246568.781250 Penalty: 2551.156982
	Iteration 1F: 3 clusters Score -246568.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -246748.406250 Penalty: 2551.156982
	Iteration 2F: 3 clusters Score -246748.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -246859.781250 Penalty: 2551.156982
	Iteration 3F: 3 clusters Score -246859.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -246987.000000 Penalty: 2551.156982
	Iteration 4F: 3 clusters Score -246987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -247124.343750 Penalty: 2551.156982
	Iteration 5Q: 3 clusters Score -247124.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -247239.687500 Penalty: 2551.156982
	Iteration 6Q: 3 clusters Score -247239.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -247333.765625 Penalty: 2551.156982
	Iteration 7Q: 3 clusters Score -247333.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -247419.968750 Penalty: 2551.156982
	Iteration 8Q: 3 clusters Score -247420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -247499.093750 Penalty: 2551.156982
	Iteration 9Q: 3 clusters Score -247499.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -247554.875000 Penalty: 2551.156982
	Iteration 10Q: 3 clusters Score -247554.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -247577.359375 Penalty: 2551.156982
	Iteration 11Q: 3 clusters Score -247577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -247587.265625 Penalty: 2551.156982
	Iteration 12Q: 3 clusters Score -247587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -247590.781250 Penalty: 2551.156982
	Iteration 13Q: 3 clusters Score -247590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -247593.562500 Penalty: 2551.156982
	Iteration 14Q: 3 clusters Score -247593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -247596.656250 Penalty: 2551.156982
	Iteration 15Q: 3 clusters Score -247596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -247599.859375 Penalty: 2551.156982
	Iteration 16Q: 3 clusters Score -247599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -247602.593750 Penalty: 2551.156982
	Iteration 17Q: 3 clusters Score -247602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -247604.984375 Penalty: 2551.156982
	Iteration 18Q: 3 clusters Score -247605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -247607.640625 Penalty: 2551.156982
	Iteration 19Q: 3 clusters Score -247607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -247608.203125 Penalty: 2551.156982
	Iteration 20F: 3 clusters Score -247608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -247609.093750 Penalty: 2551.156982
	Iteration 21Q: 3 clusters Score -247609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -247608.796875 Penalty: 2551.156982
	Iteration 22Q: 3 clusters Score -247608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -247609.906250 Penalty: 2551.156982
	Iteration 23Q: 3 clusters Score -247609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -247609.906250 Penalty: 2551.156982
	Iteration 24F: 3 clusters Score -247609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -643679.562500 Penalty: 1423.828247
	Iteration 0F: 2 clusters Score -643679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -638786.562500 Penalty: 2847.656494
	Iteration 0F: 3 clusters Score -638786.6 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -640205.687500 Penalty: 2847.656494
	Iteration 1F: 3 clusters Score -640205.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -640383.187500 Penalty: 2847.656494
	Iteration 2F: 3 clusters Score -640383.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -640498.875000 Penalty: 2847.656494
	Iteration 3Q: 3 clusters Score -640498.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -640590.562500 Penalty: 2847.656494
	Iteration 4Q: 3 clusters Score -640590.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -640666.625000 Penalty: 2847.656494
	Iteration 5Q: 3 clusters Score -640666.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -640741.625000 Penalty: 2847.656494
	Iteration 6Q: 3 clusters Score -640741.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -640821.500000 Penalty: 2847.656494
	Iteration 7Q: 3 clusters Score -640821.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -640910.562500 Penalty: 2847.656494
	Iteration 8Q: 3 clusters Score -640910.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -640999.875000 Penalty: 2847.656494
	Iteration 9Q: 3 clusters Score -640999.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -641085.687500 Penalty: 2847.656494
	Iteration 10Q: 3 clusters Score -641085.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -641174.062500 Penalty: 2847.656494
	Iteration 11Q: 3 clusters Score -641174.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -641283.500000 Penalty: 2847.656494
	Iteration 12Q: 3 clusters Score -641283.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -641419.375000 Penalty: 2847.656494
	Iteration 13Q: 3 clusters Score -641419.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -641560.250000 Penalty: 2847.656494
	Iteration 14Q: 3 clusters Score -641560.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -641702.000000 Penalty: 2847.656494
	Iteration 15Q: 3 clusters Score -641702 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -641853.250000 Penalty: 2847.656494
	Iteration 16Q: 3 clusters Score -641853.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -641977.062500 Penalty: 2847.656494
	Iteration 17Q: 3 clusters Score -641977.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -642087.937500 Penalty: 2847.656494
	Iteration 18Q: 3 clusters Score -642087.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -642180.500000 Penalty: 2847.656494
	Iteration 19Q: 3 clusters Score -642180.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -642266.625000 Penalty: 2847.656494
	Iteration 20F: 3 clusters Score -642266.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -642331.687500 Penalty: 2847.656494
	Iteration 21Q: 3 clusters Score -642331.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -642379.312500 Penalty: 2847.656494
	Iteration 22Q: 3 clusters Score -642379.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -642424.687500 Penalty: 2847.656494
	Iteration 23Q: 3 clusters Score -642424.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -642449.000000 Penalty: 2847.656494
	Iteration 24Q: 3 clusters Score -642449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -642459.562500 Penalty: 2847.656494
	Iteration 25Q: 3 clusters Score -642459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -642464.500000 Penalty: 2847.656494
	Iteration 26Q: 3 clusters Score -642464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -642469.500000 Penalty: 2847.656494
	Iteration 27Q: 3 clusters Score -642469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -642472.375000 Penalty: 2847.656494
	Iteration 28Q: 3 clusters Score -642472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -642476.375000 Penalty: 2847.656494
	Iteration 29Q: 3 clusters Score -642476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -642479.875000 Penalty: 2847.656494
	Iteration 30Q: 3 clusters Score -642479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -642481.375000 Penalty: 2847.656494
	Iteration 31Q: 3 clusters Score -642481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -642486.687500 Penalty: 2847.656494
	Iteration 32Q: 3 clusters Score -642486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -642487.812500 Penalty: 2847.656494
	Iteration 33Q: 3 clusters Score -642487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -642488.125000 Penalty: 2847.656494
	Iteration 34Q: 3 clusters Score -642488.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -642488.125000 Penalty: 2847.656494
	Iteration 35F: 3 clusters Score -642488.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Entering Unmasked Estep 
Score: -2310654.250000 Penalty: 1645.382446
	Iteration 0F: 2 clusters Score -2310654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2293887.500000 Penalty: 3290.764893
	Iteration 0F: 3 clusters Score -2293888 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2300625.250000 Penalty: 3290.764893
	Iteration 1F: 3 clusters Score -2300625 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2301525.250000 Penalty: 3290.764893
	Iteration 2F: 3 clusters Score -2301525 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2302390.250000 Penalty: 3290.764893
	Iteration 3F: 3 clusters Score -2302390 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2303192.500000 Penalty: 3290.764893
	Iteration 4F: 3 clusters Score -2303192 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2303878.500000 Penalty: 3290.764893
	Iteration 5F: 3 clusters Score -2303878 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2304422.500000 Penalty: 3290.764893
	Iteration 6Q: 3 clusters Score -2304422 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2304921.750000 Penalty: 3290.764893
	Iteration 7Q: 3 clusters Score -2304922 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2305315.250000 Penalty: 3290.764893
	Iteration 8Q: 3 clusters Score -2305315 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2305686.500000 Penalty: 3290.764893
	Iteration 9Q: 3 clusters Score -2305686 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2306035.500000 Penalty: 3290.764893
	Iteration 10Q: 3 clusters Score -2306036 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2306363.000000 Penalty: 3290.764893
	Iteration 11Q: 3 clusters Score -2306363 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2306664.000000 Penalty: 3290.764893
	Iteration 12Q: 3 clusters Score -2306664 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2306940.000000 Penalty: 3290.764893
	Iteration 13Q: 3 clusters Score -2306940 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2307197.250000 Penalty: 3290.764893
	Iteration 14Q: 3 clusters Score -2307197 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2307406.250000 Penalty: 3290.764893
	Iteration 15Q: 3 clusters Score -2307406 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2307560.250000 Penalty: 3290.764893
	Iteration 16Q: 3 clusters Score -2307560 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2307699.750000 Penalty: 3290.764893
	Iteration 17Q: 3 clusters Score -2307700 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2307812.250000 Penalty: 3290.764893
	Iteration 18Q: 3 clusters Score -2307812 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2307921.500000 Penalty: 3290.764893
	Iteration 19Q: 3 clusters Score -2307922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2308007.750000 Penalty: 3290.764893
	Iteration 20F: 3 clusters Score -2308008 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2308089.000000 Penalty: 3290.764893
	Iteration 21Q: 3 clusters Score -2308089 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2308157.000000 Penalty: 3290.764893
	Iteration 22Q: 3 clusters Score -2308157 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2308225.500000 Penalty: 3290.764893
	Iteration 23Q: 3 clusters Score -2308226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2308310.250000 Penalty: 3290.764893
	Iteration 24Q: 3 clusters Score -2308310 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2308384.750000 Penalty: 3290.764893
	Iteration 25Q: 3 clusters Score -2308385 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2308470.000000 Penalty: 3290.764893
	Iteration 26Q: 3 clusters Score -2308470 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2308548.250000 Penalty: 3290.764893
	Iteration 27Q: 3 clusters Score -2308548 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2308633.750000 Penalty: 3290.764893
	Iteration 28Q: 3 clusters Score -2308634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2308719.500000 Penalty: 3290.764893
	Iteration 29Q: 3 clusters Score -2308720 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2308829.250000 Penalty: 3290.764893
	Iteration 30Q: 3 clusters Score -2308829 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2308937.750000 Penalty: 3290.764893
	Iteration 31Q: 3 clusters Score -2308938 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2309036.250000 Penalty: 3290.764893
	Iteration 32Q: 3 clusters Score -2309036 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2309155.750000 Penalty: 3290.764893
	Iteration 33Q: 3 clusters Score -2309156 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2309287.250000 Penalty: 3290.764893
	Iteration 34Q: 3 clusters Score -2309287 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2309410.250000 Penalty: 3290.764893
	Iteration 35Q: 3 clusters Score -2309410 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2309533.750000 Penalty: 3290.764893
	Iteration 36Q: 3 clusters Score -2309534 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2309672.500000 Penalty: 3290.764893
	Iteration 37Q: 3 clusters Score -2309672 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2309833.250000 Penalty: 3290.764893
	Iteration 38Q: 3 clusters Score -2309833 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2309968.500000 Penalty: 3290.764893
	Iteration 39Q: 3 clusters Score -2309968 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2310086.250000 Penalty: 3290.764893
	Iteration 40F: 3 clusters Score -2310086 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2310176.500000 Penalty: 3290.764893
	Iteration 41Q: 3 clusters Score -2310176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2310248.000000 Penalty: 3290.764893
	Iteration 42Q: 3 clusters Score -2310248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2310302.000000 Penalty: 3290.764893
	Iteration 43Q: 3 clusters Score -2310302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2310339.250000 Penalty: 3290.764893
	Iteration 44Q: 3 clusters Score -2310339 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2310374.500000 Penalty: 3290.764893
	Iteration 45Q: 3 clusters Score -2310374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2310399.000000 Penalty: 3290.764893
	Iteration 46Q: 3 clusters Score -2310399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2310412.000000 Penalty: 3290.764893
	Iteration 47Q: 3 clusters Score -2310412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2310427.500000 Penalty: 3290.764893
	Iteration 48Q: 3 clusters Score -2310428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2310437.750000 Penalty: 3290.764893
	Iteration 49Q: 3 clusters Score -2310438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2310449.750000 Penalty: 3290.764893
	Iteration 50Q: 3 clusters Score -2310450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2310456.500000 Penalty: 3290.764893
	Iteration 51Q: 3 clusters Score -2310456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2310462.000000 Penalty: 3290.764893
	Iteration 52Q: 3 clusters Score -2310462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2310467.250000 Penalty: 3290.764893
	Iteration 53Q: 3 clusters Score -2310467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2310470.750000 Penalty: 3290.764893
	Iteration 54Q: 3 clusters Score -2310471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2310471.250000 Penalty: 3290.764893
	Iteration 55Q: 3 clusters Score -2310471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2310472.250000 Penalty: 3290.764893
	Iteration 56Q: 3 clusters Score -2310472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2310474.750000 Penalty: 3290.764893
	Iteration 57Q: 3 clusters Score -2310475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2310478.000000 Penalty: 3290.764893
	Iteration 58Q: 3 clusters Score -2310478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2310477.750000 Penalty: 3290.764893
	Iteration 59Q: 3 clusters Score -2310478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2310474.750000 Penalty: 3290.764893
	Iteration 60F: 3 clusters Score -2310475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2310474.750000 Penalty: 3290.764893
	Iteration 61Q: 3 clusters Score -2310475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2310474.750000 Penalty: 3290.764893
	Iteration 62F: 3 clusters Score -2310475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -646703.000000 Penalty: 1447.002319
	Iteration 0F: 2 clusters Score -646703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -641333.687500 Penalty: 2894.004639
	Iteration 0F: 3 clusters Score -641333.7 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -643328.625000 Penalty: 2894.004639
	Iteration 1F: 3 clusters Score -643328.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -643925.812500 Penalty: 2894.004639
	Iteration 2F: 3 clusters Score -643925.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -644528.312500 Penalty: 2894.004639
	Iteration 3F: 3 clusters Score -644528.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -645061.937500 Penalty: 2894.004639
	Iteration 4F: 3 clusters Score -645061.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -645422.312500 Penalty: 2894.004639
	Iteration 5F: 3 clusters Score -645422.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -645636.250000 Penalty: 2894.004639
	Iteration 6Q: 3 clusters Score -645636.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -645756.437500 Penalty: 2894.004639
	Iteration 7Q: 3 clusters Score -645756.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -645824.750000 Penalty: 2894.004639
	Iteration 8Q: 3 clusters Score -645824.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -645875.687500 Penalty: 2894.004639
	Iteration 9Q: 3 clusters Score -645875.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -645916.562500 Penalty: 2894.004639
	Iteration 10Q: 3 clusters Score -645916.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -645952.062500 Penalty: 2894.004639
	Iteration 11Q: 3 clusters Score -645952.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -645987.312500 Penalty: 2894.004639
	Iteration 12Q: 3 clusters Score -645987.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -646020.125000 Penalty: 2894.004639
	Iteration 13Q: 3 clusters Score -646020.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -646050.312500 Penalty: 2894.004639
	Iteration 14Q: 3 clusters Score -646050.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -646075.687500 Penalty: 2894.004639
	Iteration 15Q: 3 clusters Score -646075.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -646104.875000 Penalty: 2894.004639
	Iteration 16Q: 3 clusters Score -646104.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -646132.187500 Penalty: 2894.004639
	Iteration 17Q: 3 clusters Score -646132.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -646155.687500 Penalty: 2894.004639
	Iteration 18Q: 3 clusters Score -646155.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -646179.750000 Penalty: 2894.004639
	Iteration 19Q: 3 clusters Score -646179.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -646206.312500 Penalty: 2894.004639
	Iteration 20F: 3 clusters Score -646206.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -646237.250000 Penalty: 2894.004639
	Iteration 21Q: 3 clusters Score -646237.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -646263.562500 Penalty: 2894.004639
	Iteration 22Q: 3 clusters Score -646263.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -646297.375000 Penalty: 2894.004639
	Iteration 23Q: 3 clusters Score -646297.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -646335.437500 Penalty: 2894.004639
	Iteration 24Q: 3 clusters Score -646335.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -646380.062500 Penalty: 2894.004639
	Iteration 25Q: 3 clusters Score -646380.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -646416.000000 Penalty: 2894.004639
	Iteration 26Q: 3 clusters Score -646416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -646455.062500 Penalty: 2894.004639
	Iteration 27Q: 3 clusters Score -646455.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -646493.125000 Penalty: 2894.004639
	Iteration 28Q: 3 clusters Score -646493.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -646516.062500 Penalty: 2894.004639
	Iteration 29Q: 3 clusters Score -646516.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -646539.000000 Penalty: 2894.004639
	Iteration 30Q: 3 clusters Score -646539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -646554.812500 Penalty: 2894.004639
	Iteration 31Q: 3 clusters Score -646554.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -646568.750000 Penalty: 2894.004639
	Iteration 32Q: 3 clusters Score -646568.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -646579.125000 Penalty: 2894.004639
	Iteration 33Q: 3 clusters Score -646579.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -646593.437500 Penalty: 2894.004639
	Iteration 34Q: 3 clusters Score -646593.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -646604.062500 Penalty: 2894.004639
	Iteration 35Q: 3 clusters Score -646604.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -646612.875000 Penalty: 2894.004639
	Iteration 36Q: 3 clusters Score -646612.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -646619.187500 Penalty: 2894.004639
	Iteration 37Q: 3 clusters Score -646619.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -646626.250000 Penalty: 2894.004639
	Iteration 38Q: 3 clusters Score -646626.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -646634.562500 Penalty: 2894.004639
	Iteration 39Q: 3 clusters Score -646634.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -646642.875000 Penalty: 2894.004639
	Iteration 40F: 3 clusters Score -646642.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -646651.812500 Penalty: 2894.004639
	Iteration 41Q: 3 clusters Score -646651.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -646661.000000 Penalty: 2894.004639
	Iteration 42Q: 3 clusters Score -646661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -646666.937500 Penalty: 2894.004639
	Iteration 43Q: 3 clusters Score -646666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -646674.562500 Penalty: 2894.004639
	Iteration 44Q: 3 clusters Score -646674.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -646684.250000 Penalty: 2894.004639
	Iteration 45Q: 3 clusters Score -646684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -646695.500000 Penalty: 2894.004639
	Iteration 46Q: 3 clusters Score -646695.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -646702.812500 Penalty: 2894.004639
	Iteration 47Q: 3 clusters Score -646702.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -646710.562500 Penalty: 2894.004639
	Iteration 48Q: 3 clusters Score -646710.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -646718.125000 Penalty: 2894.004639
	Iteration 49Q: 3 clusters Score -646718.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -646721.312500 Penalty: 2894.004639
	Iteration 50Q: 3 clusters Score -646721.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -646724.250000 Penalty: 2894.004639
	Iteration 51Q: 3 clusters Score -646724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -646724.750000 Penalty: 2894.004639
	Iteration 52Q: 3 clusters Score -646724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -646725.250000 Penalty: 2894.004639
	Iteration 53Q: 3 clusters Score -646725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -646723.625000 Penalty: 2894.004639
	Iteration 54Q: 3 clusters Score -646723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -646724.375000 Penalty: 2894.004639
	Iteration 55Q: 3 clusters Score -646724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -646724.375000 Penalty: 2894.004639
	Iteration 56F: 3 clusters Score -646724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Mstep: Class 41 contains 2818 members 
Entering Unmasked Estep 
Score: -54944112.000000 Penalty: 88149.007812
Splitting cluster 4 changes total score from -54944636.000000 to -54944112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -220184.265625 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -220184.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -217945.000000 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -217945 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -218487.156250 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -218487.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -218585.421875 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -218585.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218639.703125 Penalty: 2505.670898
	Iteration 3Q: 3 clusters Score -218639.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -218675.843750 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -218675.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -218706.609375 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -218706.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -218733.234375 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -218733.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -218762.828125 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -218762.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -218797.921875 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -218797.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -218826.812500 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -218826.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -218853.078125 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -218853.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -218876.515625 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -218876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -218909.250000 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -218909.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -218934.015625 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -218934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218955.609375 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -218955.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -218975.484375 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -218975.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -218995.515625 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -218995.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -219027.875000 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -219027.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -219059.468750 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -219059.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -219083.921875 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -219083.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -219107.734375 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -219107.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -219144.421875 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -219144.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219186.484375 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -219186.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219261.234375 Penalty: 2505.670898
	Iteration 23Q: 3 clusters Score -219261.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219426.609375 Penalty: 2505.670898
	Iteration 24Q: 3 clusters Score -219426.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -219641.718750 Penalty: 2505.670898
	Iteration 25Q: 3 clusters Score -219641.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219746.125000 Penalty: 2505.670898
	Iteration 26Q: 3 clusters Score -219746.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -219780.734375 Penalty: 2505.670898
	Iteration 27Q: 3 clusters Score -219780.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -219791.000000 Penalty: 2505.670898
	Iteration 28Q: 3 clusters Score -219791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -219792.890625 Penalty: 2505.670898
	Iteration 29Q: 3 clusters Score -219792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -219792.890625 Penalty: 2505.670898
	Iteration 30F: 3 clusters Score -219792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Entering Unmasked Estep 
Score: -2350763.750000 Penalty: 1631.412109
	Iteration 0F: 2 clusters Score -2350764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2335314.500000 Penalty: 3262.824219
	Iteration 0F: 3 clusters Score -2335314 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2341099.000000 Penalty: 3262.824219
	Iteration 1F: 3 clusters Score -2341099 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2341584.000000 Penalty: 3262.824219
	Iteration 2F: 3 clusters Score -2341584 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2342151.250000 Penalty: 3262.824219
	Iteration 3F: 3 clusters Score -2342151 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2342858.000000 Penalty: 3262.824219
	Iteration 4F: 3 clusters Score -2342858 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2343797.500000 Penalty: 3262.824219
	Iteration 5F: 3 clusters Score -2343798 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2344900.000000 Penalty: 3262.824219
	Iteration 6F: 3 clusters Score -2344900 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2346021.000000 Penalty: 3262.824219
	Iteration 7F: 3 clusters Score -2346021 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2346948.000000 Penalty: 3262.824219
	Iteration 8F: 3 clusters Score -2346948 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2347660.250000 Penalty: 3262.824219
	Iteration 9Q: 3 clusters Score -2347660 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2348303.000000 Penalty: 3262.824219
	Iteration 10Q: 3 clusters Score -2348303 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2348752.500000 Penalty: 3262.824219
	Iteration 11Q: 3 clusters Score -2348752 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2349053.250000 Penalty: 3262.824219
	Iteration 12Q: 3 clusters Score -2349053 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2349221.250000 Penalty: 3262.824219
	Iteration 13Q: 3 clusters Score -2349221 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2349321.250000 Penalty: 3262.824219
	Iteration 14Q: 3 clusters Score -2349321 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2349384.750000 Penalty: 3262.824219
	Iteration 15Q: 3 clusters Score -2349385 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2349430.500000 Penalty: 3262.824219
	Iteration 16Q: 3 clusters Score -2349430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2349473.500000 Penalty: 3262.824219
	Iteration 17Q: 3 clusters Score -2349474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2349502.000000 Penalty: 3262.824219
	Iteration 18Q: 3 clusters Score -2349502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2349520.000000 Penalty: 3262.824219
	Iteration 19Q: 3 clusters Score -2349520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2349535.000000 Penalty: 3262.824219
	Iteration 20F: 3 clusters Score -2349535 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2349546.000000 Penalty: 3262.824219
	Iteration 21Q: 3 clusters Score -2349546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2349552.000000 Penalty: 3262.824219
	Iteration 22Q: 3 clusters Score -2349552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2349557.750000 Penalty: 3262.824219
	Iteration 23Q: 3 clusters Score -2349558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2349569.750000 Penalty: 3262.824219
	Iteration 24Q: 3 clusters Score -2349570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2349579.500000 Penalty: 3262.824219
	Iteration 25Q: 3 clusters Score -2349580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2349585.750000 Penalty: 3262.824219
	Iteration 26Q: 3 clusters Score -2349586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2349594.000000 Penalty: 3262.824219
	Iteration 27Q: 3 clusters Score -2349594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2349591.250000 Penalty: 3262.824219
	Iteration 28Q: 3 clusters Score -2349591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2349600.500000 Penalty: 3262.824219
	Iteration 29Q: 3 clusters Score -2349600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2349602.250000 Penalty: 3262.824219
	Iteration 30Q: 3 clusters Score -2349602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2349604.250000 Penalty: 3262.824219
	Iteration 31Q: 3 clusters Score -2349604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2349608.750000 Penalty: 3262.824219
	Iteration 32Q: 3 clusters Score -2349609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2349614.250000 Penalty: 3262.824219
	Iteration 33Q: 3 clusters Score -2349614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2349621.250000 Penalty: 3262.824219
	Iteration 34Q: 3 clusters Score -2349621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2349623.000000 Penalty: 3262.824219
	Iteration 35Q: 3 clusters Score -2349623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2349620.750000 Penalty: 3262.824219
	Iteration 36Q: 3 clusters Score -2349621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2349621.000000 Penalty: 3262.824219
	Iteration 37Q: 3 clusters Score -2349621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2349627.750000 Penalty: 3262.824219
	Iteration 38Q: 3 clusters Score -2349628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2349631.000000 Penalty: 3262.824219
	Iteration 39Q: 3 clusters Score -2349631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2349636.750000 Penalty: 3262.824219
	Iteration 40F: 3 clusters Score -2349637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2349638.500000 Penalty: 3262.824219
	Iteration 41Q: 3 clusters Score -2349638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2349639.750000 Penalty: 3262.824219
	Iteration 42Q: 3 clusters Score -2349640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2349637.250000 Penalty: 3262.824219
	Iteration 43Q: 3 clusters Score -2349637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2349637.500000 Penalty: 3262.824219
	Iteration 44Q: 3 clusters Score -2349638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2349637.750000 Penalty: 3262.824219
	Iteration 45Q: 3 clusters Score -2349638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2349641.250000 Penalty: 3262.824219
	Iteration 46Q: 3 clusters Score -2349641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2349639.750000 Penalty: 3262.824219
	Iteration 47Q: 3 clusters Score -2349640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2349639.750000 Penalty: 3262.824219
	Iteration 48Q: 3 clusters Score -2349640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2349634.500000 Penalty: 3262.824219
	Iteration 49Q: 3 clusters Score -2349634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2349637.000000 Penalty: 3262.824219
	Iteration 50Q: 3 clusters Score -2349637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2349638.000000 Penalty: 3262.824219
	Iteration 51Q: 3 clusters Score -2349638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2349643.000000 Penalty: 3262.824219
	Iteration 52Q: 3 clusters Score -2349643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2349640.500000 Penalty: 3262.824219
	Iteration 53Q: 3 clusters Score -2349640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2349646.500000 Penalty: 3262.824219
	Iteration 54Q: 3 clusters Score -2349646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2349646.250000 Penalty: 3262.824219
	Iteration 55Q: 3 clusters Score -2349646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2349645.500000 Penalty: 3262.824219
	Iteration 56Q: 3 clusters Score -2349646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2349645.750000 Penalty: 3262.824219
	Iteration 57Q: 3 clusters Score -2349646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2349646.250000 Penalty: 3262.824219
	Iteration 58Q: 3 clusters Score -2349646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2349650.500000 Penalty: 3262.824219
	Iteration 59Q: 3 clusters Score -2349650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2349645.250000 Penalty: 3262.824219
	Iteration 60F: 3 clusters Score -2349645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2349648.750000 Penalty: 3262.824219
	Iteration 61Q: 3 clusters Score -2349649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2349645.750000 Penalty: 3262.824219
	Iteration 62Q: 3 clusters Score -2349646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2349644.500000 Penalty: 3262.824219
	Iteration 63Q: 3 clusters Score -2349644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2349640.750000 Penalty: 3262.824219
	Iteration 64Q: 3 clusters Score -2349641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2349644.000000 Penalty: 3262.824219
	Iteration 65Q: 3 clusters Score -2349644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2349649.000000 Penalty: 3262.824219
	Iteration 66Q: 3 clusters Score -2349649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2349651.250000 Penalty: 3262.824219
	Iteration 67Q: 3 clusters Score -2349651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2349650.500000 Penalty: 3262.824219
	Iteration 68Q: 3 clusters Score -2349650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2349651.250000 Penalty: 3262.824219
	Iteration 69Q: 3 clusters Score -2349651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2349648.750000 Penalty: 3262.824219
	Iteration 70Q: 3 clusters Score -2349649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2349650.500000 Penalty: 3262.824219
	Iteration 71Q: 3 clusters Score -2349650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2349651.000000 Penalty: 3262.824219
	Iteration 72Q: 3 clusters Score -2349651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2349654.750000 Penalty: 3262.824219
	Iteration 73Q: 3 clusters Score -2349655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2349651.000000 Penalty: 3262.824219
	Iteration 74Q: 3 clusters Score -2349651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2349653.750000 Penalty: 3262.824219
	Iteration 75Q: 3 clusters Score -2349654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2349653.250000 Penalty: 3262.824219
	Iteration 76Q: 3 clusters Score -2349653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2349652.250000 Penalty: 3262.824219
	Iteration 77Q: 3 clusters Score -2349652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2349650.750000 Penalty: 3262.824219
	Iteration 78Q: 3 clusters Score -2349651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2349644.750000 Penalty: 3262.824219
	Iteration 79Q: 3 clusters Score -2349645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2349648.000000 Penalty: 3262.824219
	Iteration 80F: 3 clusters Score -2349648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2349647.500000 Penalty: 3262.824219
	Iteration 81Q: 3 clusters Score -2349648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2349646.750000 Penalty: 3262.824219
	Iteration 82Q: 3 clusters Score -2349647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2349646.750000 Penalty: 3262.824219
	Iteration 83F: 3 clusters Score -2349647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1166453.250000 Penalty: 1518.456421
	Iteration 0F: 2 clusters Score -1166453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1158320.125000 Penalty: 3036.912842
	Iteration 0F: 3 clusters Score -1158320 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1161062.250000 Penalty: 3036.912842
	Iteration 1F: 3 clusters Score -1161062 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1161340.000000 Penalty: 3036.912842
	Iteration 2F: 3 clusters Score -1161340 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1161617.000000 Penalty: 3036.912842
	Iteration 3F: 3 clusters Score -1161617 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1161930.875000 Penalty: 3036.912842
	Iteration 4F: 3 clusters Score -1161931 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1162308.250000 Penalty: 3036.912842
	Iteration 5F: 3 clusters Score -1162308 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1162772.750000 Penalty: 3036.912842
	Iteration 6F: 3 clusters Score -1162773 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1163160.375000 Penalty: 3036.912842
	Iteration 7F: 3 clusters Score -1163160 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1163440.750000 Penalty: 3036.912842
	Iteration 8Q: 3 clusters Score -1163441 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1163657.250000 Penalty: 3036.912842
	Iteration 9Q: 3 clusters Score -1163657 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1163841.625000 Penalty: 3036.912842
	Iteration 10Q: 3 clusters Score -1163842 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1163969.375000 Penalty: 3036.912842
	Iteration 11Q: 3 clusters Score -1163969 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1164056.750000 Penalty: 3036.912842
	Iteration 12Q: 3 clusters Score -1164057 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1164109.250000 Penalty: 3036.912842
	Iteration 13Q: 3 clusters Score -1164109 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1164138.875000 Penalty: 3036.912842
	Iteration 14Q: 3 clusters Score -1164139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1164168.375000 Penalty: 3036.912842
	Iteration 15Q: 3 clusters Score -1164168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1164185.500000 Penalty: 3036.912842
	Iteration 16Q: 3 clusters Score -1164186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1164209.500000 Penalty: 3036.912842
	Iteration 17Q: 3 clusters Score -1164210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1164228.625000 Penalty: 3036.912842
	Iteration 18Q: 3 clusters Score -1164229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1164248.125000 Penalty: 3036.912842
	Iteration 19Q: 3 clusters Score -1164248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1164262.000000 Penalty: 3036.912842
	Iteration 20F: 3 clusters Score -1164262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1164273.375000 Penalty: 3036.912842
	Iteration 21Q: 3 clusters Score -1164273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1164292.875000 Penalty: 3036.912842
	Iteration 22Q: 3 clusters Score -1164293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1164300.375000 Penalty: 3036.912842
	Iteration 23Q: 3 clusters Score -1164300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1164308.500000 Penalty: 3036.912842
	Iteration 24Q: 3 clusters Score -1164308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1164318.000000 Penalty: 3036.912842
	Iteration 25Q: 3 clusters Score -1164318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1164336.375000 Penalty: 3036.912842
	Iteration 26Q: 3 clusters Score -1164336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1164351.250000 Penalty: 3036.912842
	Iteration 27Q: 3 clusters Score -1164351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1164360.750000 Penalty: 3036.912842
	Iteration 28Q: 3 clusters Score -1164361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1164374.625000 Penalty: 3036.912842
	Iteration 29Q: 3 clusters Score -1164375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1164384.125000 Penalty: 3036.912842
	Iteration 30Q: 3 clusters Score -1164384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1164392.375000 Penalty: 3036.912842
	Iteration 31Q: 3 clusters Score -1164392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1164404.375000 Penalty: 3036.912842
	Iteration 32Q: 3 clusters Score -1164404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1164417.250000 Penalty: 3036.912842
	Iteration 33Q: 3 clusters Score -1164417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1164427.250000 Penalty: 3036.912842
	Iteration 34Q: 3 clusters Score -1164427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1164432.375000 Penalty: 3036.912842
	Iteration 35Q: 3 clusters Score -1164432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1164447.500000 Penalty: 3036.912842
	Iteration 36Q: 3 clusters Score -1164448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1164452.875000 Penalty: 3036.912842
	Iteration 37Q: 3 clusters Score -1164453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1164457.875000 Penalty: 3036.912842
	Iteration 38Q: 3 clusters Score -1164458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1164460.500000 Penalty: 3036.912842
	Iteration 39Q: 3 clusters Score -1164460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1164464.875000 Penalty: 3036.912842
	Iteration 40F: 3 clusters Score -1164465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1164470.375000 Penalty: 3036.912842
	Iteration 41Q: 3 clusters Score -1164470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1164478.125000 Penalty: 3036.912842
	Iteration 42Q: 3 clusters Score -1164478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1164488.500000 Penalty: 3036.912842
	Iteration 43Q: 3 clusters Score -1164488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1164493.000000 Penalty: 3036.912842
	Iteration 44Q: 3 clusters Score -1164493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1164500.625000 Penalty: 3036.912842
	Iteration 45Q: 3 clusters Score -1164501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1164503.375000 Penalty: 3036.912842
	Iteration 46Q: 3 clusters Score -1164503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1164512.875000 Penalty: 3036.912842
	Iteration 47Q: 3 clusters Score -1164513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1164516.125000 Penalty: 3036.912842
	Iteration 48Q: 3 clusters Score -1164516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1164522.375000 Penalty: 3036.912842
	Iteration 49Q: 3 clusters Score -1164522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1164523.125000 Penalty: 3036.912842
	Iteration 50Q: 3 clusters Score -1164523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1164527.375000 Penalty: 3036.912842
	Iteration 51Q: 3 clusters Score -1164527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1164526.875000 Penalty: 3036.912842
	Iteration 52Q: 3 clusters Score -1164527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1164530.375000 Penalty: 3036.912842
	Iteration 53Q: 3 clusters Score -1164530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1164533.750000 Penalty: 3036.912842
	Iteration 54Q: 3 clusters Score -1164534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1164537.250000 Penalty: 3036.912842
	Iteration 55Q: 3 clusters Score -1164537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1164539.875000 Penalty: 3036.912842
	Iteration 56Q: 3 clusters Score -1164540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1164539.000000 Penalty: 3036.912842
	Iteration 57Q: 3 clusters Score -1164539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1164539.375000 Penalty: 3036.912842
	Iteration 58Q: 3 clusters Score -1164539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1164544.500000 Penalty: 3036.912842
	Iteration 59Q: 3 clusters Score -1164544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1164544.625000 Penalty: 3036.912842
	Iteration 60F: 3 clusters Score -1164545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1164551.250000 Penalty: 3036.912842
	Iteration 61Q: 3 clusters Score -1164551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1164554.875000 Penalty: 3036.912842
	Iteration 62Q: 3 clusters Score -1164555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1164554.375000 Penalty: 3036.912842
	Iteration 63Q: 3 clusters Score -1164554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1164556.500000 Penalty: 3036.912842
	Iteration 64Q: 3 clusters Score -1164556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1164555.125000 Penalty: 3036.912842
	Iteration 65Q: 3 clusters Score -1164555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1164558.750000 Penalty: 3036.912842
	Iteration 66Q: 3 clusters Score -1164559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1164560.625000 Penalty: 3036.912842
	Iteration 67Q: 3 clusters Score -1164561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1164561.375000 Penalty: 3036.912842
	Iteration 68Q: 3 clusters Score -1164561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1164563.250000 Penalty: 3036.912842
	Iteration 69Q: 3 clusters Score -1164563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1164564.750000 Penalty: 3036.912842
	Iteration 70Q: 3 clusters Score -1164565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1164571.375000 Penalty: 3036.912842
	Iteration 71Q: 3 clusters Score -1164571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1164572.125000 Penalty: 3036.912842
	Iteration 72Q: 3 clusters Score -1164572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1164575.125000 Penalty: 3036.912842
	Iteration 73Q: 3 clusters Score -1164575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1164575.375000 Penalty: 3036.912842
	Iteration 74Q: 3 clusters Score -1164575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1164580.000000 Penalty: 3036.912842
	Iteration 75Q: 3 clusters Score -1164580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1164585.750000 Penalty: 3036.912842
	Iteration 76Q: 3 clusters Score -1164586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1164590.500000 Penalty: 3036.912842
	Iteration 77Q: 3 clusters Score -1164590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1164592.000000 Penalty: 3036.912842
	Iteration 78Q: 3 clusters Score -1164592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1164594.000000 Penalty: 3036.912842
	Iteration 79Q: 3 clusters Score -1164594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1164595.750000 Penalty: 3036.912842
	Iteration 80F: 3 clusters Score -1164596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1164601.500000 Penalty: 3036.912842
	Iteration 81Q: 3 clusters Score -1164602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1164604.250000 Penalty: 3036.912842
	Iteration 82Q: 3 clusters Score -1164604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1164609.000000 Penalty: 3036.912842
	Iteration 83Q: 3 clusters Score -1164609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1164613.500000 Penalty: 3036.912842
	Iteration 84Q: 3 clusters Score -1164614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1164621.375000 Penalty: 3036.912842
	Iteration 85Q: 3 clusters Score -1164621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1164629.000000 Penalty: 3036.912842
	Iteration 86Q: 3 clusters Score -1164629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1164635.750000 Penalty: 3036.912842
	Iteration 87Q: 3 clusters Score -1164636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1164637.250000 Penalty: 3036.912842
	Iteration 88Q: 3 clusters Score -1164637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1164643.875000 Penalty: 3036.912842
	Iteration 89Q: 3 clusters Score -1164644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1164651.125000 Penalty: 3036.912842
	Iteration 90Q: 3 clusters Score -1164651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1164652.875000 Penalty: 3036.912842
	Iteration 91Q: 3 clusters Score -1164653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1164661.625000 Penalty: 3036.912842
	Iteration 92Q: 3 clusters Score -1164662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1164667.250000 Penalty: 3036.912842
	Iteration 93Q: 3 clusters Score -1164667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1164677.250000 Penalty: 3036.912842
	Iteration 94Q: 3 clusters Score -1164677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1164679.125000 Penalty: 3036.912842
	Iteration 95Q: 3 clusters Score -1164679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1164682.250000 Penalty: 3036.912842
	Iteration 96Q: 3 clusters Score -1164682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1164686.750000 Penalty: 3036.912842
	Iteration 97Q: 3 clusters Score -1164687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1164685.500000 Penalty: 3036.912842
	Iteration 98Q: 3 clusters Score -1164686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1164693.250000 Penalty: 3036.912842
	Iteration 99Q: 3 clusters Score -1164693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1164697.875000 Penalty: 3036.912842
	Iteration 100F: 3 clusters Score -1164698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1164698.000000 Penalty: 3036.912842
	Iteration 101Q: 3 clusters Score -1164698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1164700.875000 Penalty: 3036.912842
	Iteration 102Q: 3 clusters Score -1164701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1164704.875000 Penalty: 3036.912842
	Iteration 103Q: 3 clusters Score -1164705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1164704.625000 Penalty: 3036.912842
	Iteration 104Q: 3 clusters Score -1164705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1164706.875000 Penalty: 3036.912842
	Iteration 105Q: 3 clusters Score -1164707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1164707.125000 Penalty: 3036.912842
	Iteration 106Q: 3 clusters Score -1164707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1164706.875000 Penalty: 3036.912842
	Iteration 107Q: 3 clusters Score -1164707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1164711.250000 Penalty: 3036.912842
	Iteration 108Q: 3 clusters Score -1164711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1164713.875000 Penalty: 3036.912842
	Iteration 109Q: 3 clusters Score -1164714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1164714.750000 Penalty: 3036.912842
	Iteration 110Q: 3 clusters Score -1164715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1164714.500000 Penalty: 3036.912842
	Iteration 111Q: 3 clusters Score -1164714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1164716.125000 Penalty: 3036.912842
	Iteration 112Q: 3 clusters Score -1164716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1164719.500000 Penalty: 3036.912842
	Iteration 113Q: 3 clusters Score -1164720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1164718.625000 Penalty: 3036.912842
	Iteration 114Q: 3 clusters Score -1164719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1164716.625000 Penalty: 3036.912842
	Iteration 115Q: 3 clusters Score -1164717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1164715.125000 Penalty: 3036.912842
	Iteration 116Q: 3 clusters Score -1164715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1164716.125000 Penalty: 3036.912842
	Iteration 117Q: 3 clusters Score -1164716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1164717.125000 Penalty: 3036.912842
	Iteration 118Q: 3 clusters Score -1164717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1164717.375000 Penalty: 3036.912842
	Iteration 119Q: 3 clusters Score -1164717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1164717.125000 Penalty: 3036.912842
	Iteration 120F: 3 clusters Score -1164717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1164715.750000 Penalty: 3036.912842
	Iteration 121Q: 3 clusters Score -1164716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1164715.750000 Penalty: 3036.912842
	Iteration 122F: 3 clusters Score -1164716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -242983.468750 Penalty: 1265.988159
	Iteration 0F: 2 clusters Score -242983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -240582.781250 Penalty: 2531.976318
	Iteration 0F: 3 clusters Score -240582.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241147.312500 Penalty: 2531.976318
	Iteration 1F: 3 clusters Score -241147.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241267.984375 Penalty: 2531.976318
	Iteration 2F: 3 clusters Score -241268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241331.265625 Penalty: 2531.976318
	Iteration 3Q: 3 clusters Score -241331.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241377.046875 Penalty: 2531.976318
	Iteration 4Q: 3 clusters Score -241377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -241409.640625 Penalty: 2531.976318
	Iteration 5Q: 3 clusters Score -241409.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -241430.921875 Penalty: 2531.976318
	Iteration 6Q: 3 clusters Score -241430.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -241448.937500 Penalty: 2531.976318
	Iteration 7Q: 3 clusters Score -241448.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241463.531250 Penalty: 2531.976318
	Iteration 8Q: 3 clusters Score -241463.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241476.250000 Penalty: 2531.976318
	Iteration 9Q: 3 clusters Score -241476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241490.828125 Penalty: 2531.976318
	Iteration 10Q: 3 clusters Score -241490.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241504.390625 Penalty: 2531.976318
	Iteration 11Q: 3 clusters Score -241504.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241521.765625 Penalty: 2531.976318
	Iteration 12Q: 3 clusters Score -241521.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241538.078125 Penalty: 2531.976318
	Iteration 13Q: 3 clusters Score -241538.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -241553.187500 Penalty: 2531.976318
	Iteration 14Q: 3 clusters Score -241553.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241568.796875 Penalty: 2531.976318
	Iteration 15Q: 3 clusters Score -241568.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -241580.296875 Penalty: 2531.976318
	Iteration 16Q: 3 clusters Score -241580.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -241587.968750 Penalty: 2531.976318
	Iteration 17Q: 3 clusters Score -241588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -241595.781250 Penalty: 2531.976318
	Iteration 18Q: 3 clusters Score -241595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -241599.296875 Penalty: 2531.976318
	Iteration 19Q: 3 clusters Score -241599.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241602.515625 Penalty: 2531.976318
	Iteration 20F: 3 clusters Score -241602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241607.046875 Penalty: 2531.976318
	Iteration 21Q: 3 clusters Score -241607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -241609.875000 Penalty: 2531.976318
	Iteration 22Q: 3 clusters Score -241609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241612.296875 Penalty: 2531.976318
	Iteration 23Q: 3 clusters Score -241612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241615.203125 Penalty: 2531.976318
	Iteration 24Q: 3 clusters Score -241615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -241619.937500 Penalty: 2531.976318
	Iteration 25Q: 3 clusters Score -241619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -241622.312500 Penalty: 2531.976318
	Iteration 26Q: 3 clusters Score -241622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241624.640625 Penalty: 2531.976318
	Iteration 27Q: 3 clusters Score -241624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241626.046875 Penalty: 2531.976318
	Iteration 28Q: 3 clusters Score -241626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241627.765625 Penalty: 2531.976318
	Iteration 29Q: 3 clusters Score -241627.8 nChanged 5
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: -241629.625000 Penalty: 2531.976318
	Iteration 30Q: 3 clusters Score -241629.6 nChanged 5
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: -241632.140625 Penalty: 2531.976318
	Iteration 31Q: 3 clusters Score -241632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241634.281250 Penalty: 2531.976318
	Iteration 32Q: 3 clusters Score -241634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -241634.968750 Penalty: 2531.976318
	Iteration 33Q: 3 clusters Score -241635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -241638.234375 Penalty: 2531.976318
	Iteration 34Q: 3 clusters Score -241638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -241641.046875 Penalty: 2531.976318
	Iteration 35Q: 3 clusters Score -241641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241642.421875 Penalty: 2531.976318
	Iteration 36Q: 3 clusters Score -241642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241643.765625 Penalty: 2531.976318
	Iteration 37Q: 3 clusters Score -241643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -241644.421875 Penalty: 2531.976318
	Iteration 38Q: 3 clusters Score -241644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -241645.359375 Penalty: 2531.976318
	Iteration 39Q: 3 clusters Score -241645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -241646.000000 Penalty: 2531.976318
	Iteration 40F: 3 clusters Score -241646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -241646.171875 Penalty: 2531.976318
	Iteration 41Q: 3 clusters Score -241646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -241646.171875 Penalty: 2531.976318
	Iteration 42F: 3 clusters Score -241646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -354024.718750 Penalty: 1333.259155
	Iteration 0F: 2 clusters Score -354024.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -350924.125000 Penalty: 2666.518311
	Iteration 0F: 3 clusters Score -350924.1 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -351843.281250 Penalty: 2666.518311
	Iteration 1F: 3 clusters Score -351843.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -352148.250000 Penalty: 2666.518311
	Iteration 2F: 3 clusters Score -352148.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -352459.531250 Penalty: 2666.518311
	Iteration 3F: 3 clusters Score -352459.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352779.250000 Penalty: 2666.518311
	Iteration 4F: 3 clusters Score -352779.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -353043.406250 Penalty: 2666.518311
	Iteration 5F: 3 clusters Score -353043.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -353318.812500 Penalty: 2666.518311
	Iteration 6F: 3 clusters Score -353318.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -353520.406250 Penalty: 2666.518311
	Iteration 7Q: 3 clusters Score -353520.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -353636.781250 Penalty: 2666.518311
	Iteration 8Q: 3 clusters Score -353636.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -353696.718750 Penalty: 2666.518311
	Iteration 9Q: 3 clusters Score -353696.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -353729.437500 Penalty: 2666.518311
	Iteration 10Q: 3 clusters Score -353729.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -353740.093750 Penalty: 2666.518311
	Iteration 11Q: 3 clusters Score -353740.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -353749.187500 Penalty: 2666.518311
	Iteration 12Q: 3 clusters Score -353749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353752.718750 Penalty: 2666.518311
	Iteration 13Q: 3 clusters Score -353752.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -353755.656250 Penalty: 2666.518311
	Iteration 14Q: 3 clusters Score -353755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -353757.500000 Penalty: 2666.518311
	Iteration 15Q: 3 clusters Score -353757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -353759.406250 Penalty: 2666.518311
	Iteration 16Q: 3 clusters Score -353759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -353760.437500 Penalty: 2666.518311
	Iteration 17Q: 3 clusters Score -353760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -353760.812500 Penalty: 2666.518311
	Iteration 18Q: 3 clusters Score -353760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353761.375000 Penalty: 2666.518311
	Iteration 19Q: 3 clusters Score -353761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353761.375000 Penalty: 2666.518311
	Iteration 20F: 3 clusters Score -353761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -385293.125000 Penalty: 1346.272949
	Iteration 0F: 2 clusters Score -385293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -381959.781250 Penalty: 2692.545898
	Iteration 0F: 3 clusters Score -381959.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -382844.218750 Penalty: 2692.545898
	Iteration 1F: 3 clusters Score -382844.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -383062.406250 Penalty: 2692.545898
	Iteration 2F: 3 clusters Score -383062.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -383200.531250 Penalty: 2692.545898
	Iteration 3F: 3 clusters Score -383200.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383304.343750 Penalty: 2692.545898
	Iteration 4Q: 3 clusters Score -383304.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -383396.406250 Penalty: 2692.545898
	Iteration 5Q: 3 clusters Score -383396.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -383476.593750 Penalty: 2692.545898
	Iteration 6Q: 3 clusters Score -383476.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -383548.187500 Penalty: 2692.545898
	Iteration 7Q: 3 clusters Score -383548.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383616.968750 Penalty: 2692.545898
	Iteration 8Q: 3 clusters Score -383617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -383682.000000 Penalty: 2692.545898
	Iteration 9Q: 3 clusters Score -383682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383754.906250 Penalty: 2692.545898
	Iteration 10Q: 3 clusters Score -383754.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -383812.156250 Penalty: 2692.545898
	Iteration 11Q: 3 clusters Score -383812.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -383863.812500 Penalty: 2692.545898
	Iteration 12Q: 3 clusters Score -383863.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -383916.906250 Penalty: 2692.545898
	Iteration 13Q: 3 clusters Score -383916.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -383977.625000 Penalty: 2692.545898
	Iteration 14Q: 3 clusters Score -383977.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -384045.593750 Penalty: 2692.545898
	Iteration 15Q: 3 clusters Score -384045.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -384123.500000 Penalty: 2692.545898
	Iteration 16Q: 3 clusters Score -384123.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -384221.843750 Penalty: 2692.545898
	Iteration 17Q: 3 clusters Score -384221.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -384295.906250 Penalty: 2692.545898
	Iteration 18Q: 3 clusters Score -384295.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -384340.531250 Penalty: 2692.545898
	Iteration 19Q: 3 clusters Score -384340.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -384365.281250 Penalty: 2692.545898
	Iteration 20F: 3 clusters Score -384365.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -384386.031250 Penalty: 2692.545898
	Iteration 21Q: 3 clusters Score -384386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -384395.937500 Penalty: 2692.545898
	Iteration 22Q: 3 clusters Score -384395.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -384402.000000 Penalty: 2692.545898
	Iteration 23Q: 3 clusters Score -384402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -384408.500000 Penalty: 2692.545898
	Iteration 24Q: 3 clusters Score -384408.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -384414.218750 Penalty: 2692.545898
	Iteration 25Q: 3 clusters Score -384414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -384420.375000 Penalty: 2692.545898
	Iteration 26Q: 3 clusters Score -384420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -384425.781250 Penalty: 2692.545898
	Iteration 27Q: 3 clusters Score -384425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -384432.750000 Penalty: 2692.545898
	Iteration 28Q: 3 clusters Score -384432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -384437.812500 Penalty: 2692.545898
	Iteration 29Q: 3 clusters Score -384437.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -384442.812500 Penalty: 2692.545898
	Iteration 30Q: 3 clusters Score -384442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -384447.000000 Penalty: 2692.545898
	Iteration 31Q: 3 clusters Score -384447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -384453.375000 Penalty: 2692.545898
	Iteration 32Q: 3 clusters Score -384453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -384457.531250 Penalty: 2692.545898
	Iteration 33Q: 3 clusters Score -384457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -384459.093750 Penalty: 2692.545898
	Iteration 34Q: 3 clusters Score -384459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -384459.718750 Penalty: 2692.545898
	Iteration 35Q: 3 clusters Score -384459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -384463.531250 Penalty: 2692.545898
	Iteration 36Q: 3 clusters Score -384463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -384465.187500 Penalty: 2692.545898
	Iteration 37Q: 3 clusters Score -384465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -384466.375000 Penalty: 2692.545898
	Iteration 38Q: 3 clusters Score -384466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -384468.000000 Penalty: 2692.545898
	Iteration 39Q: 3 clusters Score -384468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384468.718750 Penalty: 2692.545898
	Iteration 40F: 3 clusters Score -384468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -384471.218750 Penalty: 2692.545898
	Iteration 41Q: 3 clusters Score -384471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -384472.312500 Penalty: 2692.545898
	Iteration 42Q: 3 clusters Score -384472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -384472.968750 Penalty: 2692.545898
	Iteration 43Q: 3 clusters Score -384473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -384474.343750 Penalty: 2692.545898
	Iteration 44Q: 3 clusters Score -384474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -384475.500000 Penalty: 2692.545898
	Iteration 45Q: 3 clusters Score -384475.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -384477.500000 Penalty: 2692.545898
	Iteration 46Q: 3 clusters Score -384477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -384478.781250 Penalty: 2692.545898
	Iteration 47Q: 3 clusters Score -384478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -384479.468750 Penalty: 2692.545898
	Iteration 48Q: 3 clusters Score -384479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -384479.343750 Penalty: 2692.545898
	Iteration 49Q: 3 clusters Score -384479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -384479.593750 Penalty: 2692.545898
	Iteration 50Q: 3 clusters Score -384479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -384480.343750 Penalty: 2692.545898
	Iteration 51Q: 3 clusters Score -384480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -384481.281250 Penalty: 2692.545898
	Iteration 52Q: 3 clusters Score -384481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -384481.281250 Penalty: 2692.545898
	Iteration 53F: 3 clusters Score -384481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -44494.933594 Penalty: 1003.915955
	Iteration 0F: 2 clusters Score -44494.93 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 255 members 
Entering Unmasked Estep 
Score: -43510.378906 Penalty: 2007.831909
	Iteration 0F: 3 clusters Score -43510.38 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43702.046875 Penalty: 2007.831909
	Iteration 1F: 3 clusters Score -43702.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43775.410156 Penalty: 2007.831909
	Iteration 2F: 3 clusters Score -43775.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43859.929688 Penalty: 2007.831909
	Iteration 3F: 3 clusters Score -43859.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43894.128906 Penalty: 2007.831909
	Iteration 4Q: 3 clusters Score -43894.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43919.062500 Penalty: 2007.831909
	Iteration 5Q: 3 clusters Score -43919.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43986.265625 Penalty: 2007.831909
	Iteration 6Q: 3 clusters Score -43986.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44051.007812 Penalty: 2007.831909
	Iteration 7Q: 3 clusters Score -44051.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44090.914062 Penalty: 2007.831909
	Iteration 8Q: 3 clusters Score -44090.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -44103.582031 Penalty: 2007.831909
	Iteration 9Q: 3 clusters Score -44103.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44110.011719 Penalty: 2007.831909
	Iteration 10Q: 3 clusters Score -44110.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44117.671875 Penalty: 2007.831909
	Iteration 11F: 3 clusters Score -44117.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44154.621094 Penalty: 2007.831909
	Iteration 12Q: 3 clusters Score -44154.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44176.542969 Penalty: 2007.831909
	Iteration 13Q: 3 clusters Score -44176.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44177.609375 Penalty: 2007.831909
	Iteration 14Q: 3 clusters Score -44177.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44177.609375 Penalty: 2007.831909
	Iteration 15F: 3 clusters Score -44177.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -320133.562500 Penalty: 1317.553345
	Iteration 0F: 2 clusters Score -320133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -317247.437500 Penalty: 2635.106689
	Iteration 0F: 3 clusters Score -317247.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -317997.843750 Penalty: 2635.106689
	Iteration 1F: 3 clusters Score -317997.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -318190.187500 Penalty: 2635.106689
	Iteration 2F: 3 clusters Score -318190.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -318356.656250 Penalty: 2635.106689
	Iteration 3F: 3 clusters Score -318356.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -318475.593750 Penalty: 2635.106689
	Iteration 4F: 3 clusters Score -318475.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -318566.343750 Penalty: 2635.106689
	Iteration 5Q: 3 clusters Score -318566.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -318660.031250 Penalty: 2635.106689
	Iteration 6Q: 3 clusters Score -318660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -318790.218750 Penalty: 2635.106689
	Iteration 7Q: 3 clusters Score -318790.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -318920.875000 Penalty: 2635.106689
	Iteration 8Q: 3 clusters Score -318920.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -319050.437500 Penalty: 2635.106689
	Iteration 9Q: 3 clusters Score -319050.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -319177.875000 Penalty: 2635.106689
	Iteration 10Q: 3 clusters Score -319177.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -319366.062500 Penalty: 2635.106689
	Iteration 11Q: 3 clusters Score -319366.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -319719.031250 Penalty: 2635.106689
	Iteration 12Q: 3 clusters Score -319719 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -319937.437500 Penalty: 2635.106689
	Iteration 13Q: 3 clusters Score -319937.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -320018.968750 Penalty: 2635.106689
	Iteration 14Q: 3 clusters Score -320019 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -320076.781250 Penalty: 2635.106689
	Iteration 15Q: 3 clusters Score -320076.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -320112.156250 Penalty: 2635.106689
	Iteration 16Q: 3 clusters Score -320112.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -320123.437500 Penalty: 2635.106689
	Iteration 17Q: 3 clusters Score -320123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -320129.312500 Penalty: 2635.106689
	Iteration 18Q: 3 clusters Score -320129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -320134.093750 Penalty: 2635.106689
	Iteration 19Q: 3 clusters Score -320134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -320137.375000 Penalty: 2635.106689
	Iteration 20F: 3 clusters Score -320137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -320139.375000 Penalty: 2635.106689
	Iteration 21Q: 3 clusters Score -320139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -320140.312500 Penalty: 2635.106689
	Iteration 22Q: 3 clusters Score -320140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -320143.000000 Penalty: 2635.106689
	Iteration 23Q: 3 clusters Score -320143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -320144.968750 Penalty: 2635.106689
	Iteration 24Q: 3 clusters Score -320145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -320145.687500 Penalty: 2635.106689
	Iteration 25Q: 3 clusters Score -320145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -320146.312500 Penalty: 2635.106689
	Iteration 26Q: 3 clusters Score -320146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -320146.531250 Penalty: 2635.106689
	Iteration 27Q: 3 clusters Score -320146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -320146.531250 Penalty: 2635.106689
	Iteration 28F: 3 clusters Score -320146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Mstep: Class 41 contains 2562 members 
Entering Unmasked Estep 
Score: -54943756.000000 Penalty: 88149.007812
Splitting cluster 12 changes total score from -54944636.000000 to -54943756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -781336.312500 Penalty: 1452.340698
	Iteration 0F: 2 clusters Score -781336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -775664.500000 Penalty: 2904.681396
	Iteration 0F: 3 clusters Score -775664.5 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -777454.625000 Penalty: 2904.681396
	Iteration 1F: 3 clusters Score -777454.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -777677.625000 Penalty: 2904.681396
	Iteration 2F: 3 clusters Score -777677.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -777845.375000 Penalty: 2904.681396
	Iteration 3Q: 3 clusters Score -777845.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -777977.937500 Penalty: 2904.681396
	Iteration 4Q: 3 clusters Score -777977.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -778080.375000 Penalty: 2904.681396
	Iteration 5Q: 3 clusters Score -778080.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -778174.500000 Penalty: 2904.681396
	Iteration 6Q: 3 clusters Score -778174.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -778276.250000 Penalty: 2904.681396
	Iteration 7Q: 3 clusters Score -778276.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -778371.562500 Penalty: 2904.681396
	Iteration 8Q: 3 clusters Score -778371.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -778458.375000 Penalty: 2904.681396
	Iteration 9Q: 3 clusters Score -778458.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -778564.875000 Penalty: 2904.681396
	Iteration 10Q: 3 clusters Score -778564.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -778665.562500 Penalty: 2904.681396
	Iteration 11Q: 3 clusters Score -778665.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -778761.687500 Penalty: 2904.681396
	Iteration 12Q: 3 clusters Score -778761.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -778876.375000 Penalty: 2904.681396
	Iteration 13Q: 3 clusters Score -778876.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -778998.687500 Penalty: 2904.681396
	Iteration 14Q: 3 clusters Score -778998.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -779106.375000 Penalty: 2904.681396
	Iteration 15Q: 3 clusters Score -779106.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -779220.187500 Penalty: 2904.681396
	Iteration 16Q: 3 clusters Score -779220.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -779330.500000 Penalty: 2904.681396
	Iteration 17Q: 3 clusters Score -779330.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -779431.375000 Penalty: 2904.681396
	Iteration 18Q: 3 clusters Score -779431.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -779520.125000 Penalty: 2904.681396
	Iteration 19Q: 3 clusters Score -779520.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -779587.875000 Penalty: 2904.681396
	Iteration 20F: 3 clusters Score -779587.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -779645.000000 Penalty: 2904.681396
	Iteration 21Q: 3 clusters Score -779645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -779700.687500 Penalty: 2904.681396
	Iteration 22Q: 3 clusters Score -779700.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -779759.875000 Penalty: 2904.681396
	Iteration 23Q: 3 clusters Score -779759.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -779819.500000 Penalty: 2904.681396
	Iteration 24Q: 3 clusters Score -779819.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -779881.687500 Penalty: 2904.681396
	Iteration 25Q: 3 clusters Score -779881.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -779946.125000 Penalty: 2904.681396
	Iteration 26Q: 3 clusters Score -779946.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -780011.687500 Penalty: 2904.681396
	Iteration 27Q: 3 clusters Score -780011.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -780078.562500 Penalty: 2904.681396
	Iteration 28Q: 3 clusters Score -780078.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -780133.875000 Penalty: 2904.681396
	Iteration 29Q: 3 clusters Score -780133.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -780185.187500 Penalty: 2904.681396
	Iteration 30Q: 3 clusters Score -780185.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -780226.562500 Penalty: 2904.681396
	Iteration 31Q: 3 clusters Score -780226.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -780256.375000 Penalty: 2904.681396
	Iteration 32Q: 3 clusters Score -780256.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -780272.875000 Penalty: 2904.681396
	Iteration 33Q: 3 clusters Score -780272.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -780284.562500 Penalty: 2904.681396
	Iteration 34Q: 3 clusters Score -780284.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -780297.125000 Penalty: 2904.681396
	Iteration 35Q: 3 clusters Score -780297.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -780304.812500 Penalty: 2904.681396
	Iteration 36Q: 3 clusters Score -780304.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -780311.312500 Penalty: 2904.681396
	Iteration 37Q: 3 clusters Score -780311.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -780315.812500 Penalty: 2904.681396
	Iteration 38Q: 3 clusters Score -780315.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -780322.312500 Penalty: 2904.681396
	Iteration 39Q: 3 clusters Score -780322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -780324.312500 Penalty: 2904.681396
	Iteration 40F: 3 clusters Score -780324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -780324.625000 Penalty: 2904.681396
	Iteration 41Q: 3 clusters Score -780324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -780327.500000 Penalty: 2904.681396
	Iteration 42Q: 3 clusters Score -780327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -780329.375000 Penalty: 2904.681396
	Iteration 43Q: 3 clusters Score -780329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -780331.125000 Penalty: 2904.681396
	Iteration 44Q: 3 clusters Score -780331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -780336.125000 Penalty: 2904.681396
	Iteration 45Q: 3 clusters Score -780336.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -780337.625000 Penalty: 2904.681396
	Iteration 46Q: 3 clusters Score -780337.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -780345.437500 Penalty: 2904.681396
	Iteration 47Q: 3 clusters Score -780345.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -780348.125000 Penalty: 2904.681396
	Iteration 48Q: 3 clusters Score -780348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -780350.562500 Penalty: 2904.681396
	Iteration 49Q: 3 clusters Score -780350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -780353.375000 Penalty: 2904.681396
	Iteration 50Q: 3 clusters Score -780353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -780354.312500 Penalty: 2904.681396
	Iteration 51Q: 3 clusters Score -780354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -780359.250000 Penalty: 2904.681396
	Iteration 52Q: 3 clusters Score -780359.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -780364.312500 Penalty: 2904.681396
	Iteration 53Q: 3 clusters Score -780364.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -780368.625000 Penalty: 2904.681396
	Iteration 54Q: 3 clusters Score -780368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -780369.875000 Penalty: 2904.681396
	Iteration 55Q: 3 clusters Score -780369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -780370.937500 Penalty: 2904.681396
	Iteration 56Q: 3 clusters Score -780370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -780371.250000 Penalty: 2904.681396
	Iteration 57Q: 3 clusters Score -780371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -780371.250000 Penalty: 2904.681396
	Iteration 58F: 3 clusters Score -780371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Entering Unmasked Estep 
Score: -8069891.500000 Penalty: 1826.956299
	Iteration 0F: 2 clusters Score -8069892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -8019044.000000 Penalty: 3653.912598
	Iteration 0F: 3 clusters Score -8019044 nChanged 36149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8039504.500000 Penalty: 3653.912598
	Iteration 1F: 3 clusters Score -8039504 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -8040174.500000 Penalty: 3653.912598
	Iteration 2Q: 3 clusters Score -8040174 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8041206.000000 Penalty: 3653.912598
	Iteration 3Q: 3 clusters Score -8041206 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -8043051.500000 Penalty: 3653.912598
	Iteration 4Q: 3 clusters Score -8043052 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -8045939.000000 Penalty: 3653.912598
	Iteration 5F: 3 clusters Score -8045939 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8050205.500000 Penalty: 3653.912598
	Iteration 6F: 3 clusters Score -8050206 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -8055151.500000 Penalty: 3653.912598
	Iteration 7F: 3 clusters Score -8055152 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -8059472.500000 Penalty: 3653.912598
	Iteration 8F: 3 clusters Score -8059472 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -8062746.500000 Penalty: 3653.912598
	Iteration 9Q: 3 clusters Score -8062746 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -8065087.000000 Penalty: 3653.912598
	Iteration 10Q: 3 clusters Score -8065087 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8066469.000000 Penalty: 3653.912598
	Iteration 11Q: 3 clusters Score -8066469 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -8067146.500000 Penalty: 3653.912598
	Iteration 12Q: 3 clusters Score -8067146 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -8067532.500000 Penalty: 3653.912598
	Iteration 13Q: 3 clusters Score -8067532 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -8067856.000000 Penalty: 3653.912598
	Iteration 14Q: 3 clusters Score -8067856 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8068028.000000 Penalty: 3653.912598
	Iteration 15Q: 3 clusters Score -8068028 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8068165.500000 Penalty: 3653.912598
	Iteration 16Q: 3 clusters Score -8068166 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -8068251.500000 Penalty: 3653.912598
	Iteration 17Q: 3 clusters Score -8068252 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8068317.000000 Penalty: 3653.912598
	Iteration 18Q: 3 clusters Score -8068317 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -8068397.500000 Penalty: 3653.912598
	Iteration 19Q: 3 clusters Score -8068398 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8068422.500000 Penalty: 3653.912598
	Iteration 20F: 3 clusters Score -8068422 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8068459.000000 Penalty: 3653.912598
	Iteration 21Q: 3 clusters Score -8068459 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8068512.500000 Penalty: 3653.912598
	Iteration 22Q: 3 clusters Score -8068512 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8068550.500000 Penalty: 3653.912598
	Iteration 23Q: 3 clusters Score -8068550 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8068567.000000 Penalty: 3653.912598
	Iteration 24Q: 3 clusters Score -8068567 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8068595.000000 Penalty: 3653.912598
	Iteration 25Q: 3 clusters Score -8068595 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8068619.500000 Penalty: 3653.912598
	Iteration 26Q: 3 clusters Score -8068620 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -8068628.500000 Penalty: 3653.912598
	Iteration 27Q: 3 clusters Score -8068628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8068649.500000 Penalty: 3653.912598
	Iteration 28Q: 3 clusters Score -8068650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8068654.500000 Penalty: 3653.912598
	Iteration 29Q: 3 clusters Score -8068654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8068679.500000 Penalty: 3653.912598
	Iteration 30Q: 3 clusters Score -8068680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8068703.500000 Penalty: 3653.912598
	Iteration 31Q: 3 clusters Score -8068704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8068706.000000 Penalty: 3653.912598
	Iteration 32Q: 3 clusters Score -8068706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8068724.000000 Penalty: 3653.912598
	Iteration 33Q: 3 clusters Score -8068724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8068728.000000 Penalty: 3653.912598
	Iteration 34Q: 3 clusters Score -8068728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8068733.000000 Penalty: 3653.912598
	Iteration 35Q: 3 clusters Score -8068733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8068740.000000 Penalty: 3653.912598
	Iteration 36Q: 3 clusters Score -8068740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8068750.500000 Penalty: 3653.912598
	Iteration 37Q: 3 clusters Score -8068750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8068764.500000 Penalty: 3653.912598
	Iteration 38Q: 3 clusters Score -8068764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8068776.500000 Penalty: 3653.912598
	Iteration 39Q: 3 clusters Score -8068776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8068777.500000 Penalty: 3653.912598
	Iteration 40F: 3 clusters Score -8068778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8068796.500000 Penalty: 3653.912598
	Iteration 41Q: 3 clusters Score -8068796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8068801.000000 Penalty: 3653.912598
	Iteration 42Q: 3 clusters Score -8068801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8068810.500000 Penalty: 3653.912598
	Iteration 43Q: 3 clusters Score -8068810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8068823.500000 Penalty: 3653.912598
	Iteration 44Q: 3 clusters Score -8068824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8068823.500000 Penalty: 3653.912598
	Iteration 45Q: 3 clusters Score -8068824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8068833.500000 Penalty: 3653.912598
	Iteration 46Q: 3 clusters Score -8068834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8068846.500000 Penalty: 3653.912598
	Iteration 47Q: 3 clusters Score -8068846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8068854.500000 Penalty: 3653.912598
	Iteration 48Q: 3 clusters Score -8068854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8068848.000000 Penalty: 3653.912598
	Iteration 49Q: 3 clusters Score -8068848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8068843.000000 Penalty: 3653.912598
	Iteration 50Q: 3 clusters Score -8068843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8068847.000000 Penalty: 3653.912598
	Iteration 51Q: 3 clusters Score -8068847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8068836.000000 Penalty: 3653.912598
	Iteration 52Q: 3 clusters Score -8068836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8068837.500000 Penalty: 3653.912598
	Iteration 53Q: 3 clusters Score -8068838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8068854.500000 Penalty: 3653.912598
	Iteration 54Q: 3 clusters Score -8068854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8068857.000000 Penalty: 3653.912598
	Iteration 55Q: 3 clusters Score -8068857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8068856.500000 Penalty: 3653.912598
	Iteration 56Q: 3 clusters Score -8068856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8068862.500000 Penalty: 3653.912598
	Iteration 57Q: 3 clusters Score -8068862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8068866.500000 Penalty: 3653.912598
	Iteration 58Q: 3 clusters Score -8068866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8068863.500000 Penalty: 3653.912598
	Iteration 59Q: 3 clusters Score -8068864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8068863.000000 Penalty: 3653.912598
	Iteration 60F: 3 clusters Score -8068863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8068862.500000 Penalty: 3653.912598
	Iteration 61Q: 3 clusters Score -8068862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8068857.000000 Penalty: 3653.912598
	Iteration 62Q: 3 clusters Score -8068857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8068856.500000 Penalty: 3653.912598
	Iteration 63Q: 3 clusters Score -8068856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8068850.500000 Penalty: 3653.912598
	Iteration 64Q: 3 clusters Score -8068850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8068848.500000 Penalty: 3653.912598
	Iteration 65Q: 3 clusters Score -8068848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8068845.500000 Penalty: 3653.912598
	Iteration 66Q: 3 clusters Score -8068846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8068849.000000 Penalty: 3653.912598
	Iteration 67Q: 3 clusters Score -8068849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8068851.500000 Penalty: 3653.912598
	Iteration 68Q: 3 clusters Score -8068852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8068847.500000 Penalty: 3653.912598
	Iteration 69Q: 3 clusters Score -8068848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8068858.500000 Penalty: 3653.912598
	Iteration 70Q: 3 clusters Score -8068858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8068857.500000 Penalty: 3653.912598
	Iteration 71Q: 3 clusters Score -8068858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8068859.000000 Penalty: 3653.912598
	Iteration 72Q: 3 clusters Score -8068859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8068859.000000 Penalty: 3653.912598
	Iteration 73Q: 3 clusters Score -8068859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8068856.000000 Penalty: 3653.912598
	Iteration 74Q: 3 clusters Score -8068856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8068856.000000 Penalty: 3653.912598
	Iteration 75Q: 3 clusters Score -8068856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8068853.500000 Penalty: 3653.912598
	Iteration 76Q: 3 clusters Score -8068854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8068857.000000 Penalty: 3653.912598
	Iteration 77Q: 3 clusters Score -8068857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8068861.500000 Penalty: 3653.912598
	Iteration 78Q: 3 clusters Score -8068862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8068861.000000 Penalty: 3653.912598
	Iteration 79Q: 3 clusters Score -8068861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8068870.000000 Penalty: 3653.912598
	Iteration 80F: 3 clusters Score -8068870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8068867.500000 Penalty: 3653.912598
	Iteration 81Q: 3 clusters Score -8068868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8068860.000000 Penalty: 3653.912598
	Iteration 82Q: 3 clusters Score -8068860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8068864.000000 Penalty: 3653.912598
	Iteration 83Q: 3 clusters Score -8068864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8068875.000000 Penalty: 3653.912598
	Iteration 84Q: 3 clusters Score -8068875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8068867.500000 Penalty: 3653.912598
	Iteration 85Q: 3 clusters Score -8068868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8068868.500000 Penalty: 3653.912598
	Iteration 86Q: 3 clusters Score -8068868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8068870.000000 Penalty: 3653.912598
	Iteration 87Q: 3 clusters Score -8068870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8068870.000000 Penalty: 3653.912598
	Iteration 88F: 3 clusters Score -8068870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -492433.312500 Penalty: 1378.187134
	Iteration 0F: 2 clusters Score -492433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -488567.250000 Penalty: 2756.374268
	Iteration 0F: 3 clusters Score -488567.2 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -489682.625000 Penalty: 2756.374268
	Iteration 1F: 3 clusters Score -489682.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -489911.281250 Penalty: 2756.374268
	Iteration 2F: 3 clusters Score -489911.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -490087.156250 Penalty: 2756.374268
	Iteration 3F: 3 clusters Score -490087.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -490228.562500 Penalty: 2756.374268
	Iteration 4Q: 3 clusters Score -490228.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -490350.687500 Penalty: 2756.374268
	Iteration 5Q: 3 clusters Score -490350.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -490449.625000 Penalty: 2756.374268
	Iteration 6Q: 3 clusters Score -490449.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -490556.656250 Penalty: 2756.374268
	Iteration 7Q: 3 clusters Score -490556.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -490649.312500 Penalty: 2756.374268
	Iteration 8Q: 3 clusters Score -490649.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -490728.843750 Penalty: 2756.374268
	Iteration 9Q: 3 clusters Score -490728.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -490814.375000 Penalty: 2756.374268
	Iteration 10Q: 3 clusters Score -490814.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -490907.593750 Penalty: 2756.374268
	Iteration 11Q: 3 clusters Score -490907.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -490985.000000 Penalty: 2756.374268
	Iteration 12Q: 3 clusters Score -490985 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -491058.437500 Penalty: 2756.374268
	Iteration 13Q: 3 clusters Score -491058.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -491113.218750 Penalty: 2756.374268
	Iteration 14Q: 3 clusters Score -491113.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -491162.906250 Penalty: 2756.374268
	Iteration 15Q: 3 clusters Score -491162.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -491210.093750 Penalty: 2756.374268
	Iteration 16Q: 3 clusters Score -491210.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -491254.375000 Penalty: 2756.374268
	Iteration 17Q: 3 clusters Score -491254.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -491295.156250 Penalty: 2756.374268
	Iteration 18Q: 3 clusters Score -491295.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -491338.343750 Penalty: 2756.374268
	Iteration 19Q: 3 clusters Score -491338.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -491378.687500 Penalty: 2756.374268
	Iteration 20F: 3 clusters Score -491378.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -491407.968750 Penalty: 2756.374268
	Iteration 21Q: 3 clusters Score -491408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -491438.312500 Penalty: 2756.374268
	Iteration 22Q: 3 clusters Score -491438.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -491463.718750 Penalty: 2756.374268
	Iteration 23Q: 3 clusters Score -491463.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -491490.812500 Penalty: 2756.374268
	Iteration 24Q: 3 clusters Score -491490.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -491511.781250 Penalty: 2756.374268
	Iteration 25Q: 3 clusters Score -491511.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -491530.562500 Penalty: 2756.374268
	Iteration 26Q: 3 clusters Score -491530.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -491544.468750 Penalty: 2756.374268
	Iteration 27Q: 3 clusters Score -491544.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -491563.718750 Penalty: 2756.374268
	Iteration 28Q: 3 clusters Score -491563.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -491585.250000 Penalty: 2756.374268
	Iteration 29Q: 3 clusters Score -491585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -491594.500000 Penalty: 2756.374268
	Iteration 30Q: 3 clusters Score -491594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -491599.531250 Penalty: 2756.374268
	Iteration 31Q: 3 clusters Score -491599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -491603.406250 Penalty: 2756.374268
	Iteration 32Q: 3 clusters Score -491603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -491608.593750 Penalty: 2756.374268
	Iteration 33Q: 3 clusters Score -491608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -491611.187500 Penalty: 2756.374268
	Iteration 34Q: 3 clusters Score -491611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -491612.281250 Penalty: 2756.374268
	Iteration 35Q: 3 clusters Score -491612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -491613.250000 Penalty: 2756.374268
	Iteration 36Q: 3 clusters Score -491613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -491613.625000 Penalty: 2756.374268
	Iteration 37Q: 3 clusters Score -491613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -491613.687500 Penalty: 2756.374268
	Iteration 38Q: 3 clusters Score -491613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -491614.031250 Penalty: 2756.374268
	Iteration 39Q: 3 clusters Score -491614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -491614.031250 Penalty: 2756.374268
	Iteration 40F: 3 clusters Score -491614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Entering Unmasked Estep 
Score: -1557637.000000 Penalty: 1567.623901
	Iteration 0F: 2 clusters Score -1557637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1546989.125000 Penalty: 3135.247803
	Iteration 0F: 3 clusters Score -1546989 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1551326.750000 Penalty: 3135.247803
	Iteration 1F: 3 clusters Score -1551327 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1552362.750000 Penalty: 3135.247803
	Iteration 2F: 3 clusters Score -1552363 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1553355.000000 Penalty: 3135.247803
	Iteration 3F: 3 clusters Score -1553355 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1554200.000000 Penalty: 3135.247803
	Iteration 4F: 3 clusters Score -1554200 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1554924.750000 Penalty: 3135.247803
	Iteration 5F: 3 clusters Score -1554925 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1555528.125000 Penalty: 3135.247803
	Iteration 6F: 3 clusters Score -1555528 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1555942.625000 Penalty: 3135.247803
	Iteration 7Q: 3 clusters Score -1555943 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1556215.375000 Penalty: 3135.247803
	Iteration 8Q: 3 clusters Score -1556215 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1556386.250000 Penalty: 3135.247803
	Iteration 9Q: 3 clusters Score -1556386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1556472.125000 Penalty: 3135.247803
	Iteration 10Q: 3 clusters Score -1556472 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1556521.875000 Penalty: 3135.247803
	Iteration 11Q: 3 clusters Score -1556522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1556562.250000 Penalty: 3135.247803
	Iteration 12Q: 3 clusters Score -1556562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1556580.125000 Penalty: 3135.247803
	Iteration 13Q: 3 clusters Score -1556580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1556601.000000 Penalty: 3135.247803
	Iteration 14Q: 3 clusters Score -1556601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1556615.375000 Penalty: 3135.247803
	Iteration 15Q: 3 clusters Score -1556615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1556622.625000 Penalty: 3135.247803
	Iteration 16Q: 3 clusters Score -1556623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1556630.000000 Penalty: 3135.247803
	Iteration 17Q: 3 clusters Score -1556630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1556631.250000 Penalty: 3135.247803
	Iteration 18Q: 3 clusters Score -1556631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1556634.875000 Penalty: 3135.247803
	Iteration 19Q: 3 clusters Score -1556635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1556631.000000 Penalty: 3135.247803
	Iteration 20F: 3 clusters Score -1556631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1556637.125000 Penalty: 3135.247803
	Iteration 21Q: 3 clusters Score -1556637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1556641.625000 Penalty: 3135.247803
	Iteration 22Q: 3 clusters Score -1556642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1556642.250000 Penalty: 3135.247803
	Iteration 23Q: 3 clusters Score -1556642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1556645.375000 Penalty: 3135.247803
	Iteration 24Q: 3 clusters Score -1556645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1556644.375000 Penalty: 3135.247803
	Iteration 25Q: 3 clusters Score -1556644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1556644.375000 Penalty: 3135.247803
	Iteration 26Q: 3 clusters Score -1556644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1556643.125000 Penalty: 3135.247803
	Iteration 27Q: 3 clusters Score -1556643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1556645.875000 Penalty: 3135.247803
	Iteration 28Q: 3 clusters Score -1556646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1556645.125000 Penalty: 3135.247803
	Iteration 29Q: 3 clusters Score -1556645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1556647.375000 Penalty: 3135.247803
	Iteration 30Q: 3 clusters Score -1556647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1556650.375000 Penalty: 3135.247803
	Iteration 31Q: 3 clusters Score -1556650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1556650.500000 Penalty: 3135.247803
	Iteration 32Q: 3 clusters Score -1556650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1556652.250000 Penalty: 3135.247803
	Iteration 33Q: 3 clusters Score -1556652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1556652.125000 Penalty: 3135.247803
	Iteration 34Q: 3 clusters Score -1556652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1556652.500000 Penalty: 3135.247803
	Iteration 35Q: 3 clusters Score -1556652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1556652.500000 Penalty: 3135.247803
	Iteration 36F: 3 clusters Score -1556652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Entering Unmasked Estep 
Score: -1268014.125000 Penalty: 1533.977783
	Iteration 0F: 2 clusters Score -1268014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1259226.625000 Penalty: 3067.955566
	Iteration 0F: 3 clusters Score -1259227 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1262400.250000 Penalty: 3067.955566
	Iteration 1F: 3 clusters Score -1262400 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1262819.500000 Penalty: 3067.955566
	Iteration 2F: 3 clusters Score -1262820 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1263237.625000 Penalty: 3067.955566
	Iteration 3F: 3 clusters Score -1263238 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1263702.625000 Penalty: 3067.955566
	Iteration 4F: 3 clusters Score -1263703 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1264172.875000 Penalty: 3067.955566
	Iteration 5F: 3 clusters Score -1264173 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1264574.750000 Penalty: 3067.955566
	Iteration 6F: 3 clusters Score -1264575 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1264896.250000 Penalty: 3067.955566
	Iteration 7Q: 3 clusters Score -1264896 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1265138.250000 Penalty: 3067.955566
	Iteration 8Q: 3 clusters Score -1265138 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1265326.250000 Penalty: 3067.955566
	Iteration 9Q: 3 clusters Score -1265326 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1265469.125000 Penalty: 3067.955566
	Iteration 10Q: 3 clusters Score -1265469 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1265625.625000 Penalty: 3067.955566
	Iteration 11Q: 3 clusters Score -1265626 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1265784.875000 Penalty: 3067.955566
	Iteration 12Q: 3 clusters Score -1265785 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1265946.250000 Penalty: 3067.955566
	Iteration 13Q: 3 clusters Score -1265946 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1266098.000000 Penalty: 3067.955566
	Iteration 14Q: 3 clusters Score -1266098 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1266210.000000 Penalty: 3067.955566
	Iteration 15Q: 3 clusters Score -1266210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1266295.250000 Penalty: 3067.955566
	Iteration 16Q: 3 clusters Score -1266295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1266365.500000 Penalty: 3067.955566
	Iteration 17Q: 3 clusters Score -1266366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1266416.750000 Penalty: 3067.955566
	Iteration 18Q: 3 clusters Score -1266417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1266468.750000 Penalty: 3067.955566
	Iteration 19Q: 3 clusters Score -1266469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1266503.875000 Penalty: 3067.955566
	Iteration 20F: 3 clusters Score -1266504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1266531.750000 Penalty: 3067.955566
	Iteration 21Q: 3 clusters Score -1266532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1266549.750000 Penalty: 3067.955566
	Iteration 22Q: 3 clusters Score -1266550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1266565.000000 Penalty: 3067.955566
	Iteration 23Q: 3 clusters Score -1266565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1266578.750000 Penalty: 3067.955566
	Iteration 24Q: 3 clusters Score -1266579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1266592.750000 Penalty: 3067.955566
	Iteration 25Q: 3 clusters Score -1266593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1266596.875000 Penalty: 3067.955566
	Iteration 26Q: 3 clusters Score -1266597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1266616.500000 Penalty: 3067.955566
	Iteration 27Q: 3 clusters Score -1266616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1266620.250000 Penalty: 3067.955566
	Iteration 28Q: 3 clusters Score -1266620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1266629.125000 Penalty: 3067.955566
	Iteration 29Q: 3 clusters Score -1266629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1266640.125000 Penalty: 3067.955566
	Iteration 30Q: 3 clusters Score -1266640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1266648.750000 Penalty: 3067.955566
	Iteration 31Q: 3 clusters Score -1266649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1266650.375000 Penalty: 3067.955566
	Iteration 32Q: 3 clusters Score -1266650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1266654.000000 Penalty: 3067.955566
	Iteration 33Q: 3 clusters Score -1266654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1266661.875000 Penalty: 3067.955566
	Iteration 34Q: 3 clusters Score -1266662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1266662.500000 Penalty: 3067.955566
	Iteration 35Q: 3 clusters Score -1266662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1266662.750000 Penalty: 3067.955566
	Iteration 36Q: 3 clusters Score -1266663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1266666.750000 Penalty: 3067.955566
	Iteration 37Q: 3 clusters Score -1266667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1266673.125000 Penalty: 3067.955566
	Iteration 38Q: 3 clusters Score -1266673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1266678.750000 Penalty: 3067.955566
	Iteration 39Q: 3 clusters Score -1266679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1266683.500000 Penalty: 3067.955566
	Iteration 40F: 3 clusters Score -1266684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1266691.750000 Penalty: 3067.955566
	Iteration 41Q: 3 clusters Score -1266692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1266694.000000 Penalty: 3067.955566
	Iteration 42Q: 3 clusters Score -1266694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1266698.125000 Penalty: 3067.955566
	Iteration 43Q: 3 clusters Score -1266698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1266704.500000 Penalty: 3067.955566
	Iteration 44Q: 3 clusters Score -1266704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1266706.875000 Penalty: 3067.955566
	Iteration 45Q: 3 clusters Score -1266707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1266709.625000 Penalty: 3067.955566
	Iteration 46Q: 3 clusters Score -1266710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1266710.000000 Penalty: 3067.955566
	Iteration 47Q: 3 clusters Score -1266710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1266711.625000 Penalty: 3067.955566
	Iteration 48Q: 3 clusters Score -1266712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1266714.625000 Penalty: 3067.955566
	Iteration 49Q: 3 clusters Score -1266715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1266718.500000 Penalty: 3067.955566
	Iteration 50Q: 3 clusters Score -1266718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1266720.125000 Penalty: 3067.955566
	Iteration 51Q: 3 clusters Score -1266720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1266717.500000 Penalty: 3067.955566
	Iteration 52Q: 3 clusters Score -1266718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1266721.625000 Penalty: 3067.955566
	Iteration 53Q: 3 clusters Score -1266722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1266722.625000 Penalty: 3067.955566
	Iteration 54Q: 3 clusters Score -1266723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1266721.750000 Penalty: 3067.955566
	Iteration 55Q: 3 clusters Score -1266722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1266723.625000 Penalty: 3067.955566
	Iteration 56Q: 3 clusters Score -1266724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1266724.125000 Penalty: 3067.955566
	Iteration 57Q: 3 clusters Score -1266724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1266725.625000 Penalty: 3067.955566
	Iteration 58Q: 3 clusters Score -1266726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1266726.125000 Penalty: 3067.955566
	Iteration 59Q: 3 clusters Score -1266726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1266725.500000 Penalty: 3067.955566
	Iteration 60F: 3 clusters Score -1266726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1266725.750000 Penalty: 3067.955566
	Iteration 61Q: 3 clusters Score -1266726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1266727.250000 Penalty: 3067.955566
	Iteration 62Q: 3 clusters Score -1266727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1266730.875000 Penalty: 3067.955566
	Iteration 63Q: 3 clusters Score -1266731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1266733.500000 Penalty: 3067.955566
	Iteration 64Q: 3 clusters Score -1266734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1266732.625000 Penalty: 3067.955566
	Iteration 65Q: 3 clusters Score -1266733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1266735.125000 Penalty: 3067.955566
	Iteration 66Q: 3 clusters Score -1266735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1266734.750000 Penalty: 3067.955566
	Iteration 67Q: 3 clusters Score -1266735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1266734.000000 Penalty: 3067.955566
	Iteration 68Q: 3 clusters Score -1266734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1266734.000000 Penalty: 3067.955566
	Iteration 69F: 3 clusters Score -1266734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Entering Unmasked Estep 
Score: -1877639.875000 Penalty: 1596.902466
	Iteration 0F: 2 clusters Score -1877640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1864980.125000 Penalty: 3193.804932
	Iteration 0F: 3 clusters Score -1864980 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1869689.125000 Penalty: 3193.804932
	Iteration 1F: 3 clusters Score -1869689 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1870213.500000 Penalty: 3193.804932
	Iteration 2F: 3 clusters Score -1870214 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1870862.375000 Penalty: 3193.804932
	Iteration 3F: 3 clusters Score -1870862 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1871607.625000 Penalty: 3193.804932
	Iteration 4F: 3 clusters Score -1871608 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1872522.500000 Penalty: 3193.804932
	Iteration 5F: 3 clusters Score -1872522 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1873496.250000 Penalty: 3193.804932
	Iteration 6F: 3 clusters Score -1873496 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1874295.000000 Penalty: 3193.804932
	Iteration 7F: 3 clusters Score -1874295 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1874815.750000 Penalty: 3193.804932
	Iteration 8Q: 3 clusters Score -1874816 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1875106.500000 Penalty: 3193.804932
	Iteration 9Q: 3 clusters Score -1875106 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1875306.750000 Penalty: 3193.804932
	Iteration 10Q: 3 clusters Score -1875307 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1875429.000000 Penalty: 3193.804932
	Iteration 11Q: 3 clusters Score -1875429 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1875507.250000 Penalty: 3193.804932
	Iteration 12Q: 3 clusters Score -1875507 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1875575.625000 Penalty: 3193.804932
	Iteration 13Q: 3 clusters Score -1875576 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1875621.375000 Penalty: 3193.804932
	Iteration 14Q: 3 clusters Score -1875621 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1875648.125000 Penalty: 3193.804932
	Iteration 15Q: 3 clusters Score -1875648 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1875687.375000 Penalty: 3193.804932
	Iteration 16Q: 3 clusters Score -1875687 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1875713.375000 Penalty: 3193.804932
	Iteration 17Q: 3 clusters Score -1875713 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1875740.500000 Penalty: 3193.804932
	Iteration 18Q: 3 clusters Score -1875740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1875767.625000 Penalty: 3193.804932
	Iteration 19Q: 3 clusters Score -1875768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1875801.875000 Penalty: 3193.804932
	Iteration 20F: 3 clusters Score -1875802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1875823.000000 Penalty: 3193.804932
	Iteration 21Q: 3 clusters Score -1875823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1875844.625000 Penalty: 3193.804932
	Iteration 22Q: 3 clusters Score -1875845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1875888.000000 Penalty: 3193.804932
	Iteration 23Q: 3 clusters Score -1875888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1875937.250000 Penalty: 3193.804932
	Iteration 24Q: 3 clusters Score -1875937 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1875969.250000 Penalty: 3193.804932
	Iteration 25Q: 3 clusters Score -1875969 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1876009.125000 Penalty: 3193.804932
	Iteration 26Q: 3 clusters Score -1876009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1876062.250000 Penalty: 3193.804932
	Iteration 27Q: 3 clusters Score -1876062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1876104.125000 Penalty: 3193.804932
	Iteration 28Q: 3 clusters Score -1876104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1876137.125000 Penalty: 3193.804932
	Iteration 29Q: 3 clusters Score -1876137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1876164.000000 Penalty: 3193.804932
	Iteration 30Q: 3 clusters Score -1876164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1876189.750000 Penalty: 3193.804932
	Iteration 31Q: 3 clusters Score -1876190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1876217.625000 Penalty: 3193.804932
	Iteration 32Q: 3 clusters Score -1876218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1876249.125000 Penalty: 3193.804932
	Iteration 33Q: 3 clusters Score -1876249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1876275.125000 Penalty: 3193.804932
	Iteration 34Q: 3 clusters Score -1876275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1876290.250000 Penalty: 3193.804932
	Iteration 35Q: 3 clusters Score -1876290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1876308.875000 Penalty: 3193.804932
	Iteration 36Q: 3 clusters Score -1876309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1876341.000000 Penalty: 3193.804932
	Iteration 37Q: 3 clusters Score -1876341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1876381.125000 Penalty: 3193.804932
	Iteration 38Q: 3 clusters Score -1876381 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1876399.375000 Penalty: 3193.804932
	Iteration 39Q: 3 clusters Score -1876399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1876414.875000 Penalty: 3193.804932
	Iteration 40F: 3 clusters Score -1876415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1876427.500000 Penalty: 3193.804932
	Iteration 41Q: 3 clusters Score -1876428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1876446.625000 Penalty: 3193.804932
	Iteration 42Q: 3 clusters Score -1876447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1876457.625000 Penalty: 3193.804932
	Iteration 43Q: 3 clusters Score -1876458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1876474.625000 Penalty: 3193.804932
	Iteration 44Q: 3 clusters Score -1876475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1876488.250000 Penalty: 3193.804932
	Iteration 45Q: 3 clusters Score -1876488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1876495.875000 Penalty: 3193.804932
	Iteration 46Q: 3 clusters Score -1876496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1876501.875000 Penalty: 3193.804932
	Iteration 47Q: 3 clusters Score -1876502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1876509.500000 Penalty: 3193.804932
	Iteration 48Q: 3 clusters Score -1876510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1876511.250000 Penalty: 3193.804932
	Iteration 49Q: 3 clusters Score -1876511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1876509.000000 Penalty: 3193.804932
	Iteration 50Q: 3 clusters Score -1876509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1876513.000000 Penalty: 3193.804932
	Iteration 51Q: 3 clusters Score -1876513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1876518.250000 Penalty: 3193.804932
	Iteration 52Q: 3 clusters Score -1876518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1876520.125000 Penalty: 3193.804932
	Iteration 53Q: 3 clusters Score -1876520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1876524.500000 Penalty: 3193.804932
	Iteration 54Q: 3 clusters Score -1876524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1876524.000000 Penalty: 3193.804932
	Iteration 55Q: 3 clusters Score -1876524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1876520.500000 Penalty: 3193.804932
	Iteration 56Q: 3 clusters Score -1876520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1876523.500000 Penalty: 3193.804932
	Iteration 57Q: 3 clusters Score -1876524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1876523.750000 Penalty: 3193.804932
	Iteration 58Q: 3 clusters Score -1876524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1876529.500000 Penalty: 3193.804932
	Iteration 59Q: 3 clusters Score -1876530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1876524.000000 Penalty: 3193.804932
	Iteration 60F: 3 clusters Score -1876524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1876529.000000 Penalty: 3193.804932
	Iteration 61Q: 3 clusters Score -1876529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1876529.500000 Penalty: 3193.804932
	Iteration 62Q: 3 clusters Score -1876530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1876528.625000 Penalty: 3193.804932
	Iteration 63Q: 3 clusters Score -1876529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1876528.125000 Penalty: 3193.804932
	Iteration 64Q: 3 clusters Score -1876528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1876527.750000 Penalty: 3193.804932
	Iteration 65Q: 3 clusters Score -1876528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1876528.750000 Penalty: 3193.804932
	Iteration 66Q: 3 clusters Score -1876529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1876532.250000 Penalty: 3193.804932
	Iteration 67Q: 3 clusters Score -1876532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1876532.625000 Penalty: 3193.804932
	Iteration 68Q: 3 clusters Score -1876533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1876532.000000 Penalty: 3193.804932
	Iteration 69Q: 3 clusters Score -1876532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1876530.375000 Penalty: 3193.804932
	Iteration 70Q: 3 clusters Score -1876530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1876529.375000 Penalty: 3193.804932
	Iteration 71Q: 3 clusters Score -1876529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1876529.500000 Penalty: 3193.804932
	Iteration 72Q: 3 clusters Score -1876530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1876529.000000 Penalty: 3193.804932
	Iteration 73Q: 3 clusters Score -1876529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1876528.500000 Penalty: 3193.804932
	Iteration 74Q: 3 clusters Score -1876528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1876529.875000 Penalty: 3193.804932
	Iteration 75Q: 3 clusters Score -1876530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1876529.250000 Penalty: 3193.804932
	Iteration 76Q: 3 clusters Score -1876529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1876528.375000 Penalty: 3193.804932
	Iteration 77Q: 3 clusters Score -1876528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1876527.375000 Penalty: 3193.804932
	Iteration 78Q: 3 clusters Score -1876527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1876527.375000 Penalty: 3193.804932
	Iteration 79F: 3 clusters Score -1876527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -205689.906250 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -205689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203544.375000 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -203544.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -204059.687500 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -204059.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -204230.906250 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -204230.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204363.671875 Penalty: 2484.287598
	Iteration 3F: 3 clusters Score -204363.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204483.312500 Penalty: 2484.287598
	Iteration 4F: 3 clusters Score -204483.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -204575.421875 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -204575.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -204633.593750 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -204633.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204670.343750 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -204670.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -204689.796875 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -204689.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -204702.453125 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -204702.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204713.375000 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -204713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -204719.984375 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -204720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -204729.265625 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -204729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -204732.453125 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -204732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -204734.453125 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -204734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -204737.875000 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -204737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -204739.500000 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -204739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -204741.625000 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -204741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -204744.250000 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -204744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -204746.031250 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -204746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -204750.187500 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -204750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204752.500000 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -204752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204754.546875 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -204754.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -204758.109375 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -204758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204760.609375 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -204760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204762.218750 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -204762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -204762.218750 Penalty: 2484.287598
	Iteration 26F: 3 clusters Score -204762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -238208.421875 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -238208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -235864.078125 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -235864.1 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -236402.968750 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -236403 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -236529.609375 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -236529.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -236593.859375 Penalty: 2526.418213
	Iteration 3Q: 3 clusters Score -236593.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -236649.953125 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -236650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -236704.515625 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -236704.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -236762.468750 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -236762.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -236808.421875 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -236808.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -236845.812500 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -236845.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -236893.921875 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -236893.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -236968.828125 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -236968.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -237133.281250 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -237133.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -237312.046875 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -237312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -237419.218750 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -237419.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237520.500000 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -237520.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -237618.687500 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -237618.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -237741.640625 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -237741.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -237865.843750 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -237865.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238012.609375 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -238012.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -238163.328125 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -238163.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -238282.453125 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -238282.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238414.203125 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -238414.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -238493.484375 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -238493.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -238534.921875 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -238534.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238558.578125 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -238558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -238576.015625 Penalty: 2526.418213
	Iteration 25Q: 3 clusters Score -238576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -238583.421875 Penalty: 2526.418213
	Iteration 26Q: 3 clusters Score -238583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238586.343750 Penalty: 2526.418213
	Iteration 27Q: 3 clusters Score -238586.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238591.281250 Penalty: 2526.418213
	Iteration 28Q: 3 clusters Score -238591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -238594.875000 Penalty: 2526.418213
	Iteration 29Q: 3 clusters Score -238594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -238596.250000 Penalty: 2526.418213
	Iteration 30Q: 3 clusters Score -238596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -238599.687500 Penalty: 2526.418213
	Iteration 31Q: 3 clusters Score -238599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -238600.796875 Penalty: 2526.418213
	Iteration 32Q: 3 clusters Score -238600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -238601.531250 Penalty: 2526.418213
	Iteration 33Q: 3 clusters Score -238601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -238603.078125 Penalty: 2526.418213
	Iteration 34Q: 3 clusters Score -238603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -238603.078125 Penalty: 2526.418213
	Iteration 35F: 3 clusters Score -238603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
Score: -54944188.000000 Penalty: 88149.007812
Splitting cluster 20 changes total score from -54944636.000000 to -54944188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (64886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Entering Unmasked Estep 
Score: -6647527.000000 Penalty: 1800.562866
	Iteration 0F: 2 clusters Score -6647527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -6604308.000000 Penalty: 3601.125732
	Iteration 0F: 3 clusters Score -6604308 nChanged 30758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6621795.000000 Penalty: 3601.125732
	Iteration 1F: 3 clusters Score -6621795 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -6622752.000000 Penalty: 3601.125732
	Iteration 2Q: 3 clusters Score -6622752 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -6624189.500000 Penalty: 3601.125732
	Iteration 3Q: 3 clusters Score -6624190 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6626360.000000 Penalty: 3601.125732
	Iteration 4F: 3 clusters Score -6626360 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6629368.500000 Penalty: 3601.125732
	Iteration 5F: 3 clusters Score -6629368 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -6632946.500000 Penalty: 3601.125732
	Iteration 6F: 3 clusters Score -6632946 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6636636.000000 Penalty: 3601.125732
	Iteration 7F: 3 clusters Score -6636636 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -6639984.000000 Penalty: 3601.125732
	Iteration 8F: 3 clusters Score -6639984 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -6642544.500000 Penalty: 3601.125732
	Iteration 9Q: 3 clusters Score -6642544 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6644031.500000 Penalty: 3601.125732
	Iteration 10Q: 3 clusters Score -6644032 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -6644646.500000 Penalty: 3601.125732
	Iteration 11Q: 3 clusters Score -6644646 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6644919.000000 Penalty: 3601.125732
	Iteration 12Q: 3 clusters Score -6644919 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6645074.000000 Penalty: 3601.125732
	Iteration 13Q: 3 clusters Score -6645074 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -6645172.500000 Penalty: 3601.125732
	Iteration 14Q: 3 clusters Score -6645172 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6645225.000000 Penalty: 3601.125732
	Iteration 15Q: 3 clusters Score -6645225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -6645263.000000 Penalty: 3601.125732
	Iteration 16Q: 3 clusters Score -6645263 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -6645308.000000 Penalty: 3601.125732
	Iteration 17Q: 3 clusters Score -6645308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6645311.000000 Penalty: 3601.125732
	Iteration 18Q: 3 clusters Score -6645311 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -6645338.500000 Penalty: 3601.125732
	Iteration 19Q: 3 clusters Score -6645338 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -6645351.000000 Penalty: 3601.125732
	Iteration 20F: 3 clusters Score -6645351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -6645377.500000 Penalty: 3601.125732
	Iteration 21Q: 3 clusters Score -6645378 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -6645400.000000 Penalty: 3601.125732
	Iteration 22Q: 3 clusters Score -6645400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -6645397.000000 Penalty: 3601.125732
	Iteration 23Q: 3 clusters Score -6645397 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -6645409.500000 Penalty: 3601.125732
	Iteration 24Q: 3 clusters Score -6645410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6645420.500000 Penalty: 3601.125732
	Iteration 25Q: 3 clusters Score -6645420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -6645426.500000 Penalty: 3601.125732
	Iteration 26Q: 3 clusters Score -6645426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -6645439.000000 Penalty: 3601.125732
	Iteration 27Q: 3 clusters Score -6645439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -6645449.500000 Penalty: 3601.125732
	Iteration 28Q: 3 clusters Score -6645450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6645454.000000 Penalty: 3601.125732
	Iteration 29Q: 3 clusters Score -6645454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -6645451.500000 Penalty: 3601.125732
	Iteration 30Q: 3 clusters Score -6645452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -6645456.000000 Penalty: 3601.125732
	Iteration 31Q: 3 clusters Score -6645456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6645474.500000 Penalty: 3601.125732
	Iteration 32Q: 3 clusters Score -6645474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -6645487.500000 Penalty: 3601.125732
	Iteration 33Q: 3 clusters Score -6645488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -6645483.500000 Penalty: 3601.125732
	Iteration 34Q: 3 clusters Score -6645484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6645487.000000 Penalty: 3601.125732
	Iteration 35Q: 3 clusters Score -6645487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6645496.000000 Penalty: 3601.125732
	Iteration 36Q: 3 clusters Score -6645496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6645504.500000 Penalty: 3601.125732
	Iteration 37Q: 3 clusters Score -6645504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -6645510.500000 Penalty: 3601.125732
	Iteration 38Q: 3 clusters Score -6645510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -6645521.500000 Penalty: 3601.125732
	Iteration 39Q: 3 clusters Score -6645522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6645517.000000 Penalty: 3601.125732
	Iteration 40F: 3 clusters Score -6645517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6645524.000000 Penalty: 3601.125732
	Iteration 41Q: 3 clusters Score -6645524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6645524.000000 Penalty: 3601.125732
	Iteration 42Q: 3 clusters Score -6645524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6645522.500000 Penalty: 3601.125732
	Iteration 43Q: 3 clusters Score -6645522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6645532.000000 Penalty: 3601.125732
	Iteration 44Q: 3 clusters Score -6645532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6645526.000000 Penalty: 3601.125732
	Iteration 45Q: 3 clusters Score -6645526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6645531.000000 Penalty: 3601.125732
	Iteration 46Q: 3 clusters Score -6645531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6645535.500000 Penalty: 3601.125732
	Iteration 47Q: 3 clusters Score -6645536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6645545.500000 Penalty: 3601.125732
	Iteration 48Q: 3 clusters Score -6645546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -6645542.500000 Penalty: 3601.125732
	Iteration 49Q: 3 clusters Score -6645542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -6645545.500000 Penalty: 3601.125732
	Iteration 50Q: 3 clusters Score -6645546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6645544.500000 Penalty: 3601.125732
	Iteration 51Q: 3 clusters Score -6645544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6645544.500000 Penalty: 3601.125732
	Iteration 52Q: 3 clusters Score -6645544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6645546.500000 Penalty: 3601.125732
	Iteration 53Q: 3 clusters Score -6645546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -6645552.500000 Penalty: 3601.125732
	Iteration 54Q: 3 clusters Score -6645552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6645553.000000 Penalty: 3601.125732
	Iteration 55Q: 3 clusters Score -6645553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6645559.000000 Penalty: 3601.125732
	Iteration 56Q: 3 clusters Score -6645559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6645551.000000 Penalty: 3601.125732
	Iteration 57Q: 3 clusters Score -6645551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6645548.000000 Penalty: 3601.125732
	Iteration 58Q: 3 clusters Score -6645548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6645557.000000 Penalty: 3601.125732
	Iteration 59Q: 3 clusters Score -6645557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6645547.000000 Penalty: 3601.125732
	Iteration 60F: 3 clusters Score -6645547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6645555.000000 Penalty: 3601.125732
	Iteration 61Q: 3 clusters Score -6645555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6645560.000000 Penalty: 3601.125732
	Iteration 62Q: 3 clusters Score -6645560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -6645570.500000 Penalty: 3601.125732
	Iteration 63Q: 3 clusters Score -6645570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6645562.000000 Penalty: 3601.125732
	Iteration 64Q: 3 clusters Score -6645562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6645561.500000 Penalty: 3601.125732
	Iteration 65Q: 3 clusters Score -6645562 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6645568 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6645576 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6645591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6645590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6645596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6645607 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6645597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6645596 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6645596 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6645598 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6645599 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6645604 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6645600 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6645604 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6645604 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6645616 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6645619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6645620 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6645628 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6645664 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6645670 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6645699 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6645716 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6645761 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6645786 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6645790 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6645802 nChanged 42
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Mstep: Class 1 contains 62463 members 
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Mstep: Class 1 contains 62498 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6645812 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6645816 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6645820 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6645824 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6645840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6645860 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6645864 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62829 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62865 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6645916 nChanged 43
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Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6645918 nChanged 32
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Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6645920 nChanged 42
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Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6645934 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6645944 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6645950 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6645968 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6645978 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6645989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6646039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6646056 nChanged 53
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Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6646082 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6646220 nChanged 63
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Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6646238 nChanged 55
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Mstep: Class 1 contains 63651 members 
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Mstep: Class 1 contains 63673 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63688 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63690 members 
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Mstep: Class 1 contains 63694 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6646312 nChanged 11
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Mstep: Class 1 contains 63693 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63695 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6646316 nChanged 3
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Mstep: Class 1 contains 63698 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6646320 nChanged 8
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Mstep: Class 1 contains 63704 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6646315 nChanged 8
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Mstep: Class 1 contains 63710 members 
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Mstep: Class 1 contains 63718 members 
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Mstep: Class 1 contains 63718 members 
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Mstep: Class 1 contains 63720 members 
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	Iteration 155Q: 3 clusters Score -6646320 nChanged 4
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Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 1162 members 
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Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6646332.500000 Penalty: 3601.125732
	Iteration 157Q: 3 clusters Score -6646332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6646334.000000 Penalty: 3601.125732
	Iteration 158Q: 3 clusters Score -6646334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6646332.500000 Penalty: 3601.125732
	Iteration 159Q: 3 clusters Score -6646332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6646332.500000 Penalty: 3601.125732
	Iteration 160F: 3 clusters Score -6646332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6646332.500000 Penalty: 3601.125732
	Iteration 161Q: 3 clusters Score -6646332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6646331.500000 Penalty: 3601.125732
	Iteration 162Q: 3 clusters Score -6646332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6646331.500000 Penalty: 3601.125732
	Iteration 163F: 3 clusters Score -6646332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -217039.984375 Penalty: 1252.251465
	Iteration 0F: 2 clusters Score -217040 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 1117 members 
Entering Unmasked Estep 
Score: -214830.265625 Penalty: 2504.502930
	Iteration 0F: 3 clusters Score -214830.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215366.921875 Penalty: 2504.502930
	Iteration 1F: 3 clusters Score -215366.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -215646.515625 Penalty: 2504.502930
	Iteration 2F: 3 clusters Score -215646.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215910.562500 Penalty: 2504.502930
	Iteration 3F: 3 clusters Score -215910.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -216132.078125 Penalty: 2504.502930
	Iteration 4F: 3 clusters Score -216132.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -216323.812500 Penalty: 2504.502930
	Iteration 5F: 3 clusters Score -216323.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -216426.578125 Penalty: 2504.502930
	Iteration 6Q: 3 clusters Score -216426.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -216492.640625 Penalty: 2504.502930
	Iteration 7Q: 3 clusters Score -216492.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -216538.015625 Penalty: 2504.502930
	Iteration 8Q: 3 clusters Score -216538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -216565.953125 Penalty: 2504.502930
	Iteration 9Q: 3 clusters Score -216566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -216584.781250 Penalty: 2504.502930
	Iteration 10Q: 3 clusters Score -216584.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -216605.500000 Penalty: 2504.502930
	Iteration 11Q: 3 clusters Score -216605.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -216619.328125 Penalty: 2504.502930
	Iteration 12Q: 3 clusters Score -216619.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -216624.031250 Penalty: 2504.502930
	Iteration 13Q: 3 clusters Score -216624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -216624.859375 Penalty: 2504.502930
	Iteration 14Q: 3 clusters Score -216624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -216625.203125 Penalty: 2504.502930
	Iteration 15Q: 3 clusters Score -216625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -216625.203125 Penalty: 2504.502930
	Iteration 16F: 3 clusters Score -216625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Entering Unmasked Estep 
Score: -4282690.000000 Penalty: 1726.294434
	Iteration 0F: 2 clusters Score -4282690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4255302.000000 Penalty: 3452.588867
	Iteration 0F: 3 clusters Score -4255302 nChanged 19187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4266014.500000 Penalty: 3452.588867
	Iteration 1F: 3 clusters Score -4266014 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4266681.000000 Penalty: 3452.588867
	Iteration 2Q: 3 clusters Score -4266681 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4267623.000000 Penalty: 3452.588867
	Iteration 3F: 3 clusters Score -4267623 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4269164.000000 Penalty: 3452.588867
	Iteration 4F: 3 clusters Score -4269164 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4271523.000000 Penalty: 3452.588867
	Iteration 5F: 3 clusters Score -4271523 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4274523.000000 Penalty: 3452.588867
	Iteration 6F: 3 clusters Score -4274523 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -4277242.500000 Penalty: 3452.588867
	Iteration 7F: 3 clusters Score -4277242 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4279102.000000 Penalty: 3452.588867
	Iteration 8Q: 3 clusters Score -4279102 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4280108.500000 Penalty: 3452.588867
	Iteration 9Q: 3 clusters Score -4280108 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4280558.500000 Penalty: 3452.588867
	Iteration 10Q: 3 clusters Score -4280558 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4280767.000000 Penalty: 3452.588867
	Iteration 11Q: 3 clusters Score -4280767 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4280882.000000 Penalty: 3452.588867
	Iteration 12Q: 3 clusters Score -4280882 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4280955.500000 Penalty: 3452.588867
	Iteration 13Q: 3 clusters Score -4280956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4281000.000000 Penalty: 3452.588867
	Iteration 14Q: 3 clusters Score -4281000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4281050.500000 Penalty: 3452.588867
	Iteration 15Q: 3 clusters Score -4281050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4281089.000000 Penalty: 3452.588867
	Iteration 16Q: 3 clusters Score -4281089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4281108.500000 Penalty: 3452.588867
	Iteration 17Q: 3 clusters Score -4281108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4281124.000000 Penalty: 3452.588867
	Iteration 18Q: 3 clusters Score -4281124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4281130.500000 Penalty: 3452.588867
	Iteration 19Q: 3 clusters Score -4281130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4281151.500000 Penalty: 3452.588867
	Iteration 20F: 3 clusters Score -4281152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4281158.500000 Penalty: 3452.588867
	Iteration 21Q: 3 clusters Score -4281158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4281174.000000 Penalty: 3452.588867
	Iteration 22Q: 3 clusters Score -4281174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4281178.000000 Penalty: 3452.588867
	Iteration 23Q: 3 clusters Score -4281178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4281183.500000 Penalty: 3452.588867
	Iteration 24Q: 3 clusters Score -4281184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4281195.000000 Penalty: 3452.588867
	Iteration 25Q: 3 clusters Score -4281195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4281205.500000 Penalty: 3452.588867
	Iteration 26Q: 3 clusters Score -4281206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4281210.500000 Penalty: 3452.588867
	Iteration 27Q: 3 clusters Score -4281210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4281219.500000 Penalty: 3452.588867
	Iteration 28Q: 3 clusters Score -4281220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4281226.500000 Penalty: 3452.588867
	Iteration 29Q: 3 clusters Score -4281226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4281235.000000 Penalty: 3452.588867
	Iteration 30Q: 3 clusters Score -4281235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4281242.500000 Penalty: 3452.588867
	Iteration 31Q: 3 clusters Score -4281242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4281247.000000 Penalty: 3452.588867
	Iteration 32Q: 3 clusters Score -4281247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4281250.500000 Penalty: 3452.588867
	Iteration 33Q: 3 clusters Score -4281250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4281255.000000 Penalty: 3452.588867
	Iteration 34Q: 3 clusters Score -4281255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4281257.500000 Penalty: 3452.588867
	Iteration 35Q: 3 clusters Score -4281258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4281262.500000 Penalty: 3452.588867
	Iteration 36Q: 3 clusters Score -4281262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4281262.500000 Penalty: 3452.588867
	Iteration 37Q: 3 clusters Score -4281262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4281258.000000 Penalty: 3452.588867
	Iteration 38Q: 3 clusters Score -4281258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4281270.500000 Penalty: 3452.588867
	Iteration 39Q: 3 clusters Score -4281270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4281267.000000 Penalty: 3452.588867
	Iteration 40F: 3 clusters Score -4281267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4281268.500000 Penalty: 3452.588867
	Iteration 41Q: 3 clusters Score -4281268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4281270.000000 Penalty: 3452.588867
	Iteration 42Q: 3 clusters Score -4281270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4281270.500000 Penalty: 3452.588867
	Iteration 43Q: 3 clusters Score -4281270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4281270.000000 Penalty: 3452.588867
	Iteration 44Q: 3 clusters Score -4281270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4281272.000000 Penalty: 3452.588867
	Iteration 45Q: 3 clusters Score -4281272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4281274.500000 Penalty: 3452.588867
	Iteration 46Q: 3 clusters Score -4281274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4281279.500000 Penalty: 3452.588867
	Iteration 47Q: 3 clusters Score -4281280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4281278.500000 Penalty: 3452.588867
	Iteration 48Q: 3 clusters Score -4281278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4281282.000000 Penalty: 3452.588867
	Iteration 49Q: 3 clusters Score -4281282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4281282.000000 Penalty: 3452.588867
	Iteration 50F: 3 clusters Score -4281282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -258923.234375 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -258923.2 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 1649 members 
Entering Unmasked Estep 
Score: -256151.375000 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -256151.4 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -257128.140625 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -257128.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -257538.109375 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -257538.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -257927.484375 Penalty: 2620.188232
	Iteration 3F: 3 clusters Score -257927.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -258324.656250 Penalty: 2620.188232
	Iteration 4F: 3 clusters Score -258324.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -258592.203125 Penalty: 2620.188232
	Iteration 5F: 3 clusters Score -258592.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -258765.031250 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -258765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -258890.890625 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -258890.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -258967.531250 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -258967.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -259029.250000 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -259029.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -259080.468750 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -259080.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -259117.015625 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -259117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -259158.484375 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -259158.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -259183.000000 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -259183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -259204.078125 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -259204.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -259220.500000 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -259220.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -259230.796875 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -259230.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -259239.390625 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -259239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259245.875000 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -259245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259250.843750 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -259250.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -259265.812500 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -259265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -259294.062500 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -259294.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259298.718750 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -259298.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -259304.078125 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -259304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -259308.046875 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -259308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -259314.421875 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -259314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259317.718750 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -259317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259320.359375 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -259320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -259323.500000 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -259323.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -259328.234375 Penalty: 2620.188232
	Iteration 29Q: 3 clusters Score -259328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -259336.296875 Penalty: 2620.188232
	Iteration 30Q: 3 clusters Score -259336.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -259343.046875 Penalty: 2620.188232
	Iteration 31Q: 3 clusters Score -259343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -259347.109375 Penalty: 2620.188232
	Iteration 32Q: 3 clusters Score -259347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -259351.078125 Penalty: 2620.188232
	Iteration 33Q: 3 clusters Score -259351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -259355.781250 Penalty: 2620.188232
	Iteration 34Q: 3 clusters Score -259355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -259364.406250 Penalty: 2620.188232
	Iteration 35Q: 3 clusters Score -259364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -259376.312500 Penalty: 2620.188232
	Iteration 36Q: 3 clusters Score -259376.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -259385.468750 Penalty: 2620.188232
	Iteration 37Q: 3 clusters Score -259385.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -259391.171875 Penalty: 2620.188232
	Iteration 38Q: 3 clusters Score -259391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -259393.750000 Penalty: 2620.188232
	Iteration 39Q: 3 clusters Score -259393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -259394.984375 Penalty: 2620.188232
	Iteration 40F: 3 clusters Score -259395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -259396.703125 Penalty: 2620.188232
	Iteration 41Q: 3 clusters Score -259396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -259399.812500 Penalty: 2620.188232
	Iteration 42Q: 3 clusters Score -259399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -259400.750000 Penalty: 2620.188232
	Iteration 43Q: 3 clusters Score -259400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -259401.031250 Penalty: 2620.188232
	Iteration 44Q: 3 clusters Score -259401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -259401.437500 Penalty: 2620.188232
	Iteration 45Q: 3 clusters Score -259401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -259401.437500 Penalty: 2620.188232
	Iteration 46F: 3 clusters Score -259401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Mstep: Class 41 contains 1731 members 
Entering Unmasked Estep 
Score: -54944308.000000 Penalty: 88149.007812
Splitting cluster 24 changes total score from -54944636.000000 to -54944308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -555180.000000 Penalty: 1404.134155
	Iteration 0F: 2 clusters Score -555180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -550821.250000 Penalty: 2808.268311
	Iteration 0F: 3 clusters Score -550821.2 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -552353.000000 Penalty: 2808.268311
	Iteration 1F: 3 clusters Score -552353 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -552983.750000 Penalty: 2808.268311
	Iteration 2F: 3 clusters Score -552983.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -553563.375000 Penalty: 2808.268311
	Iteration 3F: 3 clusters Score -553563.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -554237.437500 Penalty: 2808.268311
	Iteration 4F: 3 clusters Score -554237.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -554936.812500 Penalty: 2808.268311
	Iteration 5F: 3 clusters Score -554936.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -555513.625000 Penalty: 2808.268311
	Iteration 6F: 3 clusters Score -555513.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -555717.125000 Penalty: 2808.268311
	Iteration 7Q: 3 clusters Score -555717.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -555785.687500 Penalty: 2808.268311
	Iteration 8Q: 3 clusters Score -555785.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -555808.437500 Penalty: 2808.268311
	Iteration 9Q: 3 clusters Score -555808.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -555818.875000 Penalty: 2808.268311
	Iteration 10Q: 3 clusters Score -555818.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -555826.437500 Penalty: 2808.268311
	Iteration 11Q: 3 clusters Score -555826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -555830.312500 Penalty: 2808.268311
	Iteration 12Q: 3 clusters Score -555830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -555835.000000 Penalty: 2808.268311
	Iteration 13Q: 3 clusters Score -555835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -555839.750000 Penalty: 2808.268311
	Iteration 14Q: 3 clusters Score -555839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -555841.875000 Penalty: 2808.268311
	Iteration 15Q: 3 clusters Score -555841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -555843.500000 Penalty: 2808.268311
	Iteration 16Q: 3 clusters Score -555843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -555843.062500 Penalty: 2808.268311
	Iteration 17Q: 3 clusters Score -555843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -555843.937500 Penalty: 2808.268311
	Iteration 18Q: 3 clusters Score -555843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -555845.687500 Penalty: 2808.268311
	Iteration 19Q: 3 clusters Score -555845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -555846.000000 Penalty: 2808.268311
	Iteration 20F: 3 clusters Score -555846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -555845.500000 Penalty: 2808.268311
	Iteration 21Q: 3 clusters Score -555845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -555847.062500 Penalty: 2808.268311
	Iteration 22Q: 3 clusters Score -555847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -555850.562500 Penalty: 2808.268311
	Iteration 23Q: 3 clusters Score -555850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -555850.187500 Penalty: 2808.268311
	Iteration 24Q: 3 clusters Score -555850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -555849.937500 Penalty: 2808.268311
	Iteration 25Q: 3 clusters Score -555849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -555849.937500 Penalty: 2808.268311
	Iteration 26F: 3 clusters Score -555849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 2051 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Mstep: Class 41 contains 3607 members 
Entering Unmasked Estep 
Score: -54944468.000000 Penalty: 88149.007812
Splitting cluster 25 changes total score from -54944636.000000 to -54944468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -164992.156250 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -164992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163102.296875 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -163102.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -163674.265625 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -163674.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -163897.250000 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -163897.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -164083.703125 Penalty: 2420.708496
	Iteration 3F: 3 clusters Score -164083.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -164258.156250 Penalty: 2420.708496
	Iteration 4F: 3 clusters Score -164258.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -164378.015625 Penalty: 2420.708496
	Iteration 5Q: 3 clusters Score -164378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -164475.140625 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -164475.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -164578.156250 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -164578.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -164648.890625 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -164648.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -164689.546875 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -164689.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164724.187500 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -164724.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -164750.546875 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -164750.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -164763.187500 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -164763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -164768.984375 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -164769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164771.781250 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -164771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164773.515625 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -164773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -164777.468750 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -164777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164777.875000 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -164777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164777.875000 Penalty: 2420.708496
	Iteration 18F: 3 clusters Score -164777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -789284.875000 Penalty: 1453.828247
	Iteration 0F: 2 clusters Score -789284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -783547.187500 Penalty: 2907.656494
	Iteration 0F: 3 clusters Score -783547.2 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -785270.937500 Penalty: 2907.656494
	Iteration 1F: 3 clusters Score -785270.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -785446.812500 Penalty: 2907.656494
	Iteration 2F: 3 clusters Score -785446.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -785565.562500 Penalty: 2907.656494
	Iteration 3Q: 3 clusters Score -785565.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -785643.937500 Penalty: 2907.656494
	Iteration 4Q: 3 clusters Score -785643.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -785707.687500 Penalty: 2907.656494
	Iteration 5Q: 3 clusters Score -785707.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -785764.812500 Penalty: 2907.656494
	Iteration 6Q: 3 clusters Score -785764.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -785817.687500 Penalty: 2907.656494
	Iteration 7Q: 3 clusters Score -785817.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -785866.625000 Penalty: 2907.656494
	Iteration 8Q: 3 clusters Score -785866.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -785931.937500 Penalty: 2907.656494
	Iteration 9Q: 3 clusters Score -785931.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -786007.562500 Penalty: 2907.656494
	Iteration 10Q: 3 clusters Score -786007.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -786098.062500 Penalty: 2907.656494
	Iteration 11Q: 3 clusters Score -786098.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -786206.125000 Penalty: 2907.656494
	Iteration 12Q: 3 clusters Score -786206.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -786335.937500 Penalty: 2907.656494
	Iteration 13Q: 3 clusters Score -786335.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -786508.937500 Penalty: 2907.656494
	Iteration 14Q: 3 clusters Score -786508.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -786731.500000 Penalty: 2907.656494
	Iteration 15Q: 3 clusters Score -786731.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -786948.312500 Penalty: 2907.656494
	Iteration 16Q: 3 clusters Score -786948.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -787157.750000 Penalty: 2907.656494
	Iteration 17Q: 3 clusters Score -787157.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -787371.250000 Penalty: 2907.656494
	Iteration 18Q: 3 clusters Score -787371.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -787532.062500 Penalty: 2907.656494
	Iteration 19Q: 3 clusters Score -787532.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -787663.500000 Penalty: 2907.656494
	Iteration 20F: 3 clusters Score -787663.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -787749.937500 Penalty: 2907.656494
	Iteration 21Q: 3 clusters Score -787749.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -787815.500000 Penalty: 2907.656494
	Iteration 22Q: 3 clusters Score -787815.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -787859.812500 Penalty: 2907.656494
	Iteration 23Q: 3 clusters Score -787859.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -787898.500000 Penalty: 2907.656494
	Iteration 24Q: 3 clusters Score -787898.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -787925.750000 Penalty: 2907.656494
	Iteration 25Q: 3 clusters Score -787925.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -787944.937500 Penalty: 2907.656494
	Iteration 26Q: 3 clusters Score -787944.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -787962.812500 Penalty: 2907.656494
	Iteration 27Q: 3 clusters Score -787962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -787971.125000 Penalty: 2907.656494
	Iteration 28Q: 3 clusters Score -787971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -787977.812500 Penalty: 2907.656494
	Iteration 29Q: 3 clusters Score -787977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -787982.187500 Penalty: 2907.656494
	Iteration 30Q: 3 clusters Score -787982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -787987.500000 Penalty: 2907.656494
	Iteration 31Q: 3 clusters Score -787987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -787989.687500 Penalty: 2907.656494
	Iteration 32Q: 3 clusters Score -787989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -787991.000000 Penalty: 2907.656494
	Iteration 33Q: 3 clusters Score -787991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -787992.187500 Penalty: 2907.656494
	Iteration 34Q: 3 clusters Score -787992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -787992.187500 Penalty: 2907.656494
	Iteration 35F: 3 clusters Score -787992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -355663.312500 Penalty: 1332.769775
	Iteration 0F: 2 clusters Score -355663.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -352582.093750 Penalty: 2665.539551
	Iteration 0F: 3 clusters Score -352582.1 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -353542.625000 Penalty: 2665.539551
	Iteration 1F: 3 clusters Score -353542.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -353869.156250 Penalty: 2665.539551
	Iteration 2F: 3 clusters Score -353869.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -354083.843750 Penalty: 2665.539551
	Iteration 3F: 3 clusters Score -354083.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -354296.218750 Penalty: 2665.539551
	Iteration 4F: 3 clusters Score -354296.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -354565.250000 Penalty: 2665.539551
	Iteration 5F: 3 clusters Score -354565.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -354891.375000 Penalty: 2665.539551
	Iteration 6F: 3 clusters Score -354891.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -355230.843750 Penalty: 2665.539551
	Iteration 7F: 3 clusters Score -355230.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -355497.218750 Penalty: 2665.539551
	Iteration 8Q: 3 clusters Score -355497.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -355643.218750 Penalty: 2665.539551
	Iteration 9Q: 3 clusters Score -355643.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -355774.437500 Penalty: 2665.539551
	Iteration 10Q: 3 clusters Score -355774.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -355848.281250 Penalty: 2665.539551
	Iteration 11Q: 3 clusters Score -355848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -355876.000000 Penalty: 2665.539551
	Iteration 12Q: 3 clusters Score -355876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -355882.750000 Penalty: 2665.539551
	Iteration 13Q: 3 clusters Score -355882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -355883.937500 Penalty: 2665.539551
	Iteration 14Q: 3 clusters Score -355883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -355883.937500 Penalty: 2665.539551
	Iteration 15F: 3 clusters Score -355883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6387 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 76329 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 15474 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 64886 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 41083 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 2818 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 3323 members 
Mstep: Class 31 contains 28145 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 64157 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 19811 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 1681 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 48667 members 
Mstep: Class 41 contains 829 members 
Entering Unmasked Estep 
Score: -54943956.000000 Penalty: 88149.007812
Splitting cluster 28 changes total score from -54944636.000000 to -54943956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (9677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Entering Unmasked Estep 
Score: -936757.812500 Penalty: 1491.344971
	Iteration 0F: 2 clusters Score -936757.8 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 4804 members 
Entering Unmasked Estep 
Score: -929871.312500 Penalty: 2982.689941
	Iteration 0F: 3 clusters Score -929871.3 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -932102.812500 Penalty: 2982.689941
	Iteration 1F: 3 clusters Score -932102.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -932449.062500 Penalty: 2982.689941
	Iteration 2F: 3 clusters Score -932449.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -932760.875000 Penalty: 2982.689941
	Iteration 3F: 3 clusters Score -932760.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -933037.687500 Penalty: 2982.689941
	Iteration 4F: 3 clusters Score -933037.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -933283.625000 Penalty: 2982.689941
	Iteration 5Q: 3 clusters Score -933283.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -933498.250000 Penalty: 2982.689941
	Iteration 6Q: 3 clusters Score -933498.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -933693.812500 Penalty: 2982.689941
	Iteration 7Q: 3 clusters Score -933693.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -933864.937500 Penalty: 2982.689941
	Iteration 8Q: 3 clusters Score -933864.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -934037.750000 Penalty: 2982.689941
	Iteration 9Q: 3 clusters Score -934037.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -934189.875000 Penalty: 2982.689941
	Iteration 10Q: 3 clusters Score -934189.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -934347.312500 Penalty: 2982.689941
	Iteration 11Q: 3 clusters Score -934347.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -934512.125000 Penalty: 2982.689941
	Iteration 12Q: 3 clusters Score -934512.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -934650.312500 Penalty: 2982.689941
	Iteration 13Q: 3 clusters Score -934650.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -934764.375000 Penalty: 2982.689941
	Iteration 14Q: 3 clusters Score -934764.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -934874.937500 Penalty: 2982.689941
	Iteration 15Q: 3 clusters Score -934874.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -934975.062500 Penalty: 2982.689941
	Iteration 16Q: 3 clusters Score -934975.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -935050.937500 Penalty: 2982.689941
	Iteration 17Q: 3 clusters Score -935050.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -935103.750000 Penalty: 2982.689941
	Iteration 18Q: 3 clusters Score -935103.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -935148.562500 Penalty: 2982.689941
	Iteration 19Q: 3 clusters Score -935148.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -935178.000000 Penalty: 2982.689941
	Iteration 20F: 3 clusters Score -935178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -935208.125000 Penalty: 2982.689941
	Iteration 21Q: 3 clusters Score -935208.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -935235.375000 Penalty: 2982.689941
	Iteration 22Q: 3 clusters Score -935235.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -935261.250000 Penalty: 2982.689941
	Iteration 23Q: 3 clusters Score -935261.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -935284.062500 Penalty: 2982.689941
	Iteration 24Q: 3 clusters Score -935284.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -935309.312500 Penalty: 2982.689941
	Iteration 25Q: 3 clusters Score -935309.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -935337.875000 Penalty: 2982.689941
	Iteration 26Q: 3 clusters Score -935337.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -935368.812500 Penalty: 2982.689941
	Iteration 27Q: 3 clusters Score -935368.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -935408.187500 Penalty: 2982.689941
	Iteration 28Q: 3 clusters Score -935408.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -935465.312500 Penalty: 2982.689941
	Iteration 29Q: 3 clusters Score -935465.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -935532.062500 Penalty: 2982.689941
	Iteration 30Q: 3 clusters Score -935532.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -935582.625000 Penalty: 2982.689941
	Iteration 31Q: 3 clusters Score -935582.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -935637.375000 Penalty: 2982.689941
	Iteration 32Q: 3 clusters Score -935637.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -935691.562500 Penalty: 2982.689941
	Iteration 33Q: 3 clusters Score -935691.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -935728.687500 Penalty: 2982.689941
	Iteration 34Q: 3 clusters Score -935728.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -935769.125000 Penalty: 2982.689941
	Iteration 35Q: 3 clusters Score -935769.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -935804.000000 Penalty: 2982.689941
	Iteration 36Q: 3 clusters Score -935804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -935828.812500 Penalty: 2982.689941
	Iteration 37Q: 3 clusters Score -935828.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -935850.312500 Penalty: 2982.689941
	Iteration 38Q: 3 clusters Score -935850.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -935868.187500 Penalty: 2982.689941
	Iteration 39Q: 3 clusters Score -935868.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -935878.625000 Penalty: 2982.689941
	Iteration 40F: 3 clusters Score -935878.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -935884.375000 Penalty: 2982.689941
	Iteration 41Q: 3 clusters Score -935884.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -935891.750000 Penalty: 2982.689941
	Iteration 42Q: 3 clusters Score -935891.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -935896.750000 Penalty: 2982.689941
	Iteration 43Q: 3 clusters Score -935896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -935897.625000 Penalty: 2982.689941
	Iteration 44Q: 3 clusters Score -935897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -935898.312500 Penalty: 2982.689941
	Iteration 45Q: 3 clusters Score -935898.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -935900.875000 Penalty: 2982.689941
	Iteration 46Q: 3 clusters Score -935900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -935902.750000 Penalty: 2982.689941
	Iteration 47Q: 3 clusters Score -935902.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -935904.062500 Penalty: 2982.689941
	Iteration 48Q: 3 clusters Score -935904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -935905.500000 Penalty: 2982.689941
	Iteration 49Q: 3 clusters Score -935905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -935908.062500 Penalty: 2982.689941
	Iteration 50Q: 3 clusters Score -935908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -935908.250000 Penalty: 2982.689941
	Iteration 51Q: 3 clusters Score -935908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -935908.500000 Penalty: 2982.689941
	Iteration 52Q: 3 clusters Score -935908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -935907.437500 Penalty: 2982.689941
	Iteration 53Q: 3 clusters Score -935907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -935908.375000 Penalty: 2982.689941
	Iteration 54Q: 3 clusters Score -935908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -935909.562500 Penalty: 2982.689941
	Iteration 55Q: 3 clusters Score -935909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -935910.125000 Penalty: 2982.689941
	Iteration 56Q: 3 clusters Score -935910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -935910.000000 Penalty: 2982.689941
	Iteration 57Q: 3 clusters Score -935910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -935910.000000 Penalty: 2982.689941
	Iteration 58F: 3 clusters Score -935910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -331551.906250 Penalty: 1317.651367
	Iteration 0F: 2 clusters Score -331551.9 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 1708 members 
Entering Unmasked Estep 
Score: -328618.125000 Penalty: 2635.302734
	Iteration 0F: 3 clusters Score -328618.1 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -329363.312500 Penalty: 2635.302734
	Iteration 1F: 3 clusters Score -329363.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -329532.718750 Penalty: 2635.302734
	Iteration 2F: 3 clusters Score -329532.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -329657.906250 Penalty: 2635.302734
	Iteration 3F: 3 clusters Score -329657.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -329775.750000 Penalty: 2635.302734
	Iteration 4Q: 3 clusters Score -329775.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -329881.906250 Penalty: 2635.302734
	Iteration 5Q: 3 clusters Score -329881.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -329986.343750 Penalty: 2635.302734
	Iteration 6Q: 3 clusters Score -329986.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -330070.750000 Penalty: 2635.302734
	Iteration 7Q: 3 clusters Score -330070.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -330145.343750 Penalty: 2635.302734
	Iteration 8Q: 3 clusters Score -330145.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -330231.906250 Penalty: 2635.302734
	Iteration 9Q: 3 clusters Score -330231.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -330287.875000 Penalty: 2635.302734
	Iteration 10Q: 3 clusters Score -330287.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -330344.625000 Penalty: 2635.302734
	Iteration 11Q: 3 clusters Score -330344.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -330394.937500 Penalty: 2635.302734
	Iteration 12Q: 3 clusters Score -330394.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -330437.062500 Penalty: 2635.302734
	Iteration 13Q: 3 clusters Score -330437.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -330471.781250 Penalty: 2635.302734
	Iteration 14Q: 3 clusters Score -330471.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -330504.562500 Penalty: 2635.302734
	Iteration 15Q: 3 clusters Score -330504.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -330528.875000 Penalty: 2635.302734
	Iteration 16Q: 3 clusters Score -330528.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -330545.031250 Penalty: 2635.302734
	Iteration 17Q: 3 clusters Score -330545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -330565.500000 Penalty: 2635.302734
	Iteration 18Q: 3 clusters Score -330565.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -330587.281250 Penalty: 2635.302734
	Iteration 19Q: 3 clusters Score -330587.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -330610.468750 Penalty: 2635.302734
	Iteration 20F: 3 clusters Score -330610.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -330636.687500 Penalty: 2635.302734
	Iteration 21Q: 3 clusters Score -330636.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -330655.281250 Penalty: 2635.302734
	Iteration 22Q: 3 clusters Score -330655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -330666.156250 Penalty: 2635.302734
	Iteration 23Q: 3 clusters Score -330666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -330674.562500 Penalty: 2635.302734
	Iteration 24Q: 3 clusters Score -330674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -330674.843750 Penalty: 2635.302734
	Iteration 25Q: 3 clusters Score -330674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -330675.250000 Penalty: 2635.302734
	Iteration 26Q: 3 clusters Score -330675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -330675.781250 Penalty: 2635.302734
	Iteration 27Q: 3 clusters Score -330675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -330676.656250 Penalty: 2635.302734
	Iteration 28Q: 3 clusters Score -330676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -330676.656250 Penalty: 2635.302734
	Iteration 29F: 3 clusters Score -330676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Entering Unmasked Estep 
Score: -2853700.750000 Penalty: 1664.832764
	Iteration 0F: 2 clusters Score -2853701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2834775.250000 Penalty: 3329.665527
	Iteration 0F: 3 clusters Score -2834775 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2841924.750000 Penalty: 3329.665527
	Iteration 1F: 3 clusters Score -2841925 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2842488.500000 Penalty: 3329.665527
	Iteration 2F: 3 clusters Score -2842488 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2843139.750000 Penalty: 3329.665527
	Iteration 3F: 3 clusters Score -2843140 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2843942.250000 Penalty: 3329.665527
	Iteration 4F: 3 clusters Score -2843942 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2844990.500000 Penalty: 3329.665527
	Iteration 5F: 3 clusters Score -2844990 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2846381.000000 Penalty: 3329.665527
	Iteration 6F: 3 clusters Score -2846381 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2848119.000000 Penalty: 3329.665527
	Iteration 7F: 3 clusters Score -2848119 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2849868.250000 Penalty: 3329.665527
	Iteration 8F: 3 clusters Score -2849868 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2851175.000000 Penalty: 3329.665527
	Iteration 9Q: 3 clusters Score -2851175 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2851994.500000 Penalty: 3329.665527
	Iteration 10Q: 3 clusters Score -2851994 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2852420.500000 Penalty: 3329.665527
	Iteration 11Q: 3 clusters Score -2852420 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2852679.750000 Penalty: 3329.665527
	Iteration 12Q: 3 clusters Score -2852680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2852830.500000 Penalty: 3329.665527
	Iteration 13Q: 3 clusters Score -2852830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2852942.750000 Penalty: 3329.665527
	Iteration 14Q: 3 clusters Score -2852943 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2853094.500000 Penalty: 3329.665527
	Iteration 15Q: 3 clusters Score -2853094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2853243.750000 Penalty: 3329.665527
	Iteration 16Q: 3 clusters Score -2853244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2853289.250000 Penalty: 3329.665527
	Iteration 17Q: 3 clusters Score -2853289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2853301.500000 Penalty: 3329.665527
	Iteration 18Q: 3 clusters Score -2853302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2853311.250000 Penalty: 3329.665527
	Iteration 19Q: 3 clusters Score -2853311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2853316.000000 Penalty: 3329.665527
	Iteration 20F: 3 clusters Score -2853316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2853311.750000 Penalty: 3329.665527
	Iteration 21Q: 3 clusters Score -2853312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2853312.250000 Penalty: 3329.665527
	Iteration 22Q: 3 clusters Score -2853312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2853315.250000 Penalty: 3329.665527
	Iteration 23Q: 3 clusters Score -2853315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2853320.000000 Penalty: 3329.665527
	Iteration 24Q: 3 clusters Score -2853320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2853319.250000 Penalty: 3329.665527
	Iteration 25Q: 3 clusters Score -2853319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2853321.750000 Penalty: 3329.665527
	Iteration 26Q: 3 clusters Score -2853322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2853321.750000 Penalty: 3329.665527
	Iteration 27F: 3 clusters Score -2853322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -496719.093750 Penalty: 1385.789429
	Iteration 0F: 2 clusters Score -496719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -492756.375000 Penalty: 2771.578857
	Iteration 0F: 3 clusters Score -492756.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -493904.500000 Penalty: 2771.578857
	Iteration 1F: 3 clusters Score -493904.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -494065.718750 Penalty: 2771.578857
	Iteration 2F: 3 clusters Score -494065.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -494188.812500 Penalty: 2771.578857
	Iteration 3Q: 3 clusters Score -494188.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -494281.343750 Penalty: 2771.578857
	Iteration 4Q: 3 clusters Score -494281.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -494358.156250 Penalty: 2771.578857
	Iteration 5Q: 3 clusters Score -494358.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -494431.468750 Penalty: 2771.578857
	Iteration 6Q: 3 clusters Score -494431.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -494496.031250 Penalty: 2771.578857
	Iteration 7Q: 3 clusters Score -494496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -494562.781250 Penalty: 2771.578857
	Iteration 8Q: 3 clusters Score -494562.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -494637.343750 Penalty: 2771.578857
	Iteration 9Q: 3 clusters Score -494637.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -494697.656250 Penalty: 2771.578857
	Iteration 10Q: 3 clusters Score -494697.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -494755.218750 Penalty: 2771.578857
	Iteration 11Q: 3 clusters Score -494755.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -494810.656250 Penalty: 2771.578857
	Iteration 12Q: 3 clusters Score -494810.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -494854.375000 Penalty: 2771.578857
	Iteration 13Q: 3 clusters Score -494854.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -494905.750000 Penalty: 2771.578857
	Iteration 14Q: 3 clusters Score -494905.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -494955.437500 Penalty: 2771.578857
	Iteration 15Q: 3 clusters Score -494955.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -495009.125000 Penalty: 2771.578857
	Iteration 16Q: 3 clusters Score -495009.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -495060.656250 Penalty: 2771.578857
	Iteration 17Q: 3 clusters Score -495060.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -495110.250000 Penalty: 2771.578857
	Iteration 18Q: 3 clusters Score -495110.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -495162.000000 Penalty: 2771.578857
	Iteration 19Q: 3 clusters Score -495162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -495199.218750 Penalty: 2771.578857
	Iteration 20F: 3 clusters Score -495199.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -495225.468750 Penalty: 2771.578857
	Iteration 21Q: 3 clusters Score -495225.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -495239.656250 Penalty: 2771.578857
	Iteration 22Q: 3 clusters Score -495239.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -495254.593750 Penalty: 2771.578857
	Iteration 23Q: 3 clusters Score -495254.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -495267.625000 Penalty: 2771.578857
	Iteration 24Q: 3 clusters Score -495267.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -495285.781250 Penalty: 2771.578857
	Iteration 25Q: 3 clusters Score -495285.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -495298.093750 Penalty: 2771.578857
	Iteration 26Q: 3 clusters Score -495298.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -495306.125000 Penalty: 2771.578857
	Iteration 27Q: 3 clusters Score -495306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -495313.593750 Penalty: 2771.578857
	Iteration 28Q: 3 clusters Score -495313.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -495322.937500 Penalty: 2771.578857
	Iteration 29Q: 3 clusters Score -495322.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -495334.375000 Penalty: 2771.578857
	Iteration 30Q: 3 clusters Score -495334.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -495347.906250 Penalty: 2771.578857
	Iteration 31Q: 3 clusters Score -495347.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -495359.562500 Penalty: 2771.578857
	Iteration 32Q: 3 clusters Score -495359.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -495382.062500 Penalty: 2771.578857
	Iteration 33Q: 3 clusters Score -495382.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -495405.500000 Penalty: 2771.578857
	Iteration 34Q: 3 clusters Score -495405.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -495427.031250 Penalty: 2771.578857
	Iteration 35Q: 3 clusters Score -495427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -495442.718750 Penalty: 2771.578857
	Iteration 36Q: 3 clusters Score -495442.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -495453.781250 Penalty: 2771.578857
	Iteration 37Q: 3 clusters Score -495453.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -495461.781250 Penalty: 2771.578857
	Iteration 38Q: 3 clusters Score -495461.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -495467.812500 Penalty: 2771.578857
	Iteration 39Q: 3 clusters Score -495467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -495477.000000 Penalty: 2771.578857
	Iteration 40F: 3 clusters Score -495477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -495491.875000 Penalty: 2771.578857
	Iteration 41Q: 3 clusters Score -495491.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -495505.625000 Penalty: 2771.578857
	Iteration 42Q: 3 clusters Score -495505.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -495514.468750 Penalty: 2771.578857
	Iteration 43Q: 3 clusters Score -495514.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -495520.343750 Penalty: 2771.578857
	Iteration 44Q: 3 clusters Score -495520.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -495525.093750 Penalty: 2771.578857
	Iteration 45Q: 3 clusters Score -495525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -495530.593750 Penalty: 2771.578857
	Iteration 46Q: 3 clusters Score -495530.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -495534.843750 Penalty: 2771.578857
	Iteration 47Q: 3 clusters Score -495534.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -495542.062500 Penalty: 2771.578857
	Iteration 48Q: 3 clusters Score -495542.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -495552.125000 Penalty: 2771.578857
	Iteration 49Q: 3 clusters Score -495552.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -495560.812500 Penalty: 2771.578857
	Iteration 50Q: 3 clusters Score -495560.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -495565.593750 Penalty: 2771.578857
	Iteration 51Q: 3 clusters Score -495565.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -495568.687500 Penalty: 2771.578857
	Iteration 52Q: 3 clusters Score -495568.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -495571.656250 Penalty: 2771.578857
	Iteration 53Q: 3 clusters Score -495571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -495573.531250 Penalty: 2771.578857
	Iteration 54Q: 3 clusters Score -495573.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -495574.062500 Penalty: 2771.578857
	Iteration 55Q: 3 clusters Score -495574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -495575.250000 Penalty: 2771.578857
	Iteration 56Q: 3 clusters Score -495575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -495576.843750 Penalty: 2771.578857
	Iteration 57Q: 3 clusters Score -495576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -495579.281250 Penalty: 2771.578857
	Iteration 58Q: 3 clusters Score -495579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -495579.062500 Penalty: 2771.578857
	Iteration 59Q: 3 clusters Score -495579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -495579.406250 Penalty: 2771.578857
	Iteration 60F: 3 clusters Score -495579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -495579.593750 Penalty: 2771.578857
	Iteration 61Q: 3 clusters Score -495579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -495582.093750 Penalty: 2771.578857
	Iteration 62Q: 3 clusters Score -495582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -495581.468750 Penalty: 2771.578857
	Iteration 63Q: 3 clusters Score -495581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -495583.625000 Penalty: 2771.578857
	Iteration 64Q: 3 clusters Score -495583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -495584.968750 Penalty: 2771.578857
	Iteration 65Q: 3 clusters Score -495585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -495586.093750 Penalty: 2771.578857
	Iteration 66Q: 3 clusters Score -495586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -495587.312500 Penalty: 2771.578857
	Iteration 67Q: 3 clusters Score -495587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -495586.968750 Penalty: 2771.578857
	Iteration 68Q: 3 clusters Score -495587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -495590.406250 Penalty: 2771.578857
	Iteration 69Q: 3 clusters Score -495590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -495590.312500 Penalty: 2771.578857
	Iteration 70Q: 3 clusters Score -495590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -495593.937500 Penalty: 2771.578857
	Iteration 71Q: 3 clusters Score -495593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -495595.750000 Penalty: 2771.578857
	Iteration 72Q: 3 clusters Score -495595.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -495598.625000 Penalty: 2771.578857
	Iteration 73Q: 3 clusters Score -495598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -495602.250000 Penalty: 2771.578857
	Iteration 74Q: 3 clusters Score -495602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -495603.812500 Penalty: 2771.578857
	Iteration 75Q: 3 clusters Score -495603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -495605.875000 Penalty: 2771.578857
	Iteration 76Q: 3 clusters Score -495605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -495606.375000 Penalty: 2771.578857
	Iteration 77Q: 3 clusters Score -495606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -495607.125000 Penalty: 2771.578857
	Iteration 78Q: 3 clusters Score -495607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -495607.718750 Penalty: 2771.578857
	Iteration 79Q: 3 clusters Score -495607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -495607.718750 Penalty: 2771.578857
	Iteration 80F: 3 clusters Score -495607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -249613.046875 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -249613 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 1209 members 
Entering Unmasked Estep 
Score: -247199.171875 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -247199.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -247787.765625 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -247787.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -247958.312500 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -247958.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -248087.140625 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -248087.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -248198.609375 Penalty: 2545.146484
	Iteration 4Q: 3 clusters Score -248198.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -248289.531250 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -248289.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -248395.546875 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -248395.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -248513.843750 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -248513.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -248609.562500 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -248609.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -248669.546875 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -248669.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -248709.390625 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -248709.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -248734.609375 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -248734.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -248761.484375 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -248761.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -248778.453125 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -248778.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -248793.000000 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -248793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -248800.593750 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -248800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -248806.140625 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -248806.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248811.265625 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -248811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -248813.609375 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -248813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -248815.953125 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -248816 nChanged 5
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: -248817.156250 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -248817.2 nChanged 4
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: -248819.453125 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -248819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -248820.187500 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -248820.2 nChanged 3
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: -248821.156250 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -248821.2 nChanged 2
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: -248821.859375 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -248821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -248822.453125 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -248822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248823.421875 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -248823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -248823.421875 Penalty: 2545.146484
	Iteration 27F: 3 clusters Score -248823.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (64157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Entering Unmasked Estep 
Score: -6626188.000000 Penalty: 1798.726929
	Iteration 0F: 2 clusters Score -6626188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -6583413.500000 Penalty: 3597.453857
	Iteration 0F: 3 clusters Score -6583414 nChanged 30483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -6600744.500000 Penalty: 3597.453857
	Iteration 1F: 3 clusters Score -6600744 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -6601482.000000 Penalty: 3597.453857
	Iteration 2Q: 3 clusters Score -6601482 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -6602328.000000 Penalty: 3597.453857
	Iteration 3Q: 3 clusters Score -6602328 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -6603619.500000 Penalty: 3597.453857
	Iteration 4Q: 3 clusters Score -6603620 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -6605294.500000 Penalty: 3597.453857
	Iteration 5Q: 3 clusters Score -6605294 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -6607185.000000 Penalty: 3597.453857
	Iteration 6F: 3 clusters Score -6607185 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -6609071.500000 Penalty: 3597.453857
	Iteration 7F: 3 clusters Score -6609072 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -6610638.000000 Penalty: 3597.453857
	Iteration 8F: 3 clusters Score -6610638 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6611894.500000 Penalty: 3597.453857
	Iteration 9Q: 3 clusters Score -6611894 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -6612855.500000 Penalty: 3597.453857
	Iteration 10Q: 3 clusters Score -6612856 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -6613727.000000 Penalty: 3597.453857
	Iteration 11Q: 3 clusters Score -6613727 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -6614763.500000 Penalty: 3597.453857
	Iteration 12Q: 3 clusters Score -6614764 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6615793.500000 Penalty: 3597.453857
	Iteration 13Q: 3 clusters Score -6615794 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -6616745.000000 Penalty: 3597.453857
	Iteration 14Q: 3 clusters Score -6616745 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6617433.500000 Penalty: 3597.453857
	Iteration 15Q: 3 clusters Score -6617434 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -6617939.000000 Penalty: 3597.453857
	Iteration 16Q: 3 clusters Score -6617939 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -6618360.500000 Penalty: 3597.453857
	Iteration 17Q: 3 clusters Score -6618360 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6618669.000000 Penalty: 3597.453857
	Iteration 18Q: 3 clusters Score -6618669 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -6618894.500000 Penalty: 3597.453857
	Iteration 19Q: 3 clusters Score -6618894 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6619080.000000 Penalty: 3597.453857
	Iteration 20F: 3 clusters Score -6619080 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -6619237.000000 Penalty: 3597.453857
	Iteration 21Q: 3 clusters Score -6619237 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -6619380.000000 Penalty: 3597.453857
	Iteration 22Q: 3 clusters Score -6619380 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -6619481.000000 Penalty: 3597.453857
	Iteration 23Q: 3 clusters Score -6619481 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6619632.500000 Penalty: 3597.453857
	Iteration 24Q: 3 clusters Score -6619632 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -6619736.500000 Penalty: 3597.453857
	Iteration 25Q: 3 clusters Score -6619736 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -6619828.500000 Penalty: 3597.453857
	Iteration 26Q: 3 clusters Score -6619828 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6619913.500000 Penalty: 3597.453857
	Iteration 27Q: 3 clusters Score -6619914 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -6619952.500000 Penalty: 3597.453857
	Iteration 28Q: 3 clusters Score -6619952 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -6620038.000000 Penalty: 3597.453857
	Iteration 29Q: 3 clusters Score -6620038 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -6620100.500000 Penalty: 3597.453857
	Iteration 30Q: 3 clusters Score -6620100 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6620172.500000 Penalty: 3597.453857
	Iteration 31Q: 3 clusters Score -6620172 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6620313.000000 Penalty: 3597.453857
	Iteration 32Q: 3 clusters Score -6620313 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -6620443.500000 Penalty: 3597.453857
	Iteration 33Q: 3 clusters Score -6620444 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6620576.500000 Penalty: 3597.453857
	Iteration 34Q: 3 clusters Score -6620576 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -6620718.500000 Penalty: 3597.453857
	Iteration 35Q: 3 clusters Score -6620718 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -6620861.000000 Penalty: 3597.453857
	Iteration 36Q: 3 clusters Score -6620861 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -6621017.000000 Penalty: 3597.453857
	Iteration 37Q: 3 clusters Score -6621017 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -6621214.500000 Penalty: 3597.453857
	Iteration 38Q: 3 clusters Score -6621214 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -6621410.500000 Penalty: 3597.453857
	Iteration 39Q: 3 clusters Score -6621410 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6621635.500000 Penalty: 3597.453857
	Iteration 40F: 3 clusters Score -6621636 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6621874.500000 Penalty: 3597.453857
	Iteration 41Q: 3 clusters Score -6621874 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -6622091.000000 Penalty: 3597.453857
	Iteration 42Q: 3 clusters Score -6622091 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -6622287.000000 Penalty: 3597.453857
	Iteration 43Q: 3 clusters Score -6622287 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -6622503.500000 Penalty: 3597.453857
	Iteration 44Q: 3 clusters Score -6622504 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6622698.000000 Penalty: 3597.453857
	Iteration 45Q: 3 clusters Score -6622698 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -6622832.000000 Penalty: 3597.453857
	Iteration 46Q: 3 clusters Score -6622832 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -6622931.500000 Penalty: 3597.453857
	Iteration 47Q: 3 clusters Score -6622932 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -6623035.500000 Penalty: 3597.453857
	Iteration 48Q: 3 clusters Score -6623036 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6623125.000000 Penalty: 3597.453857
	Iteration 49Q: 3 clusters Score -6623125 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -6623230.000000 Penalty: 3597.453857
	Iteration 50Q: 3 clusters Score -6623230 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -6623336.500000 Penalty: 3597.453857
	Iteration 51Q: 3 clusters Score -6623336 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6623423.000000 Penalty: 3597.453857
	Iteration 52Q: 3 clusters Score -6623423 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -6623530.500000 Penalty: 3597.453857
	Iteration 53Q: 3 clusters Score -6623530 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -6623645.500000 Penalty: 3597.453857
	Iteration 54Q: 3 clusters Score -6623646 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -6623814.500000 Penalty: 3597.453857
	Iteration 55Q: 3 clusters Score -6623814 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6623970.000000 Penalty: 3597.453857
	Iteration 56Q: 3 clusters Score -6623970 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -6624165.500000 Penalty: 3597.453857
	Iteration 57Q: 3 clusters Score -6624166 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -6624441.000000 Penalty: 3597.453857
	Iteration 58Q: 3 clusters Score -6624441 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -6624744.500000 Penalty: 3597.453857
	Iteration 59Q: 3 clusters Score -6624744 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6625069.500000 Penalty: 3597.453857
	Iteration 60F: 3 clusters Score -6625070 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -6625383.000000 Penalty: 3597.453857
	Iteration 61Q: 3 clusters Score -6625383 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6625604.000000 Penalty: 3597.453857
	Iteration 62Q: 3 clusters Score -6625604 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6625728.000000 Penalty: 3597.453857
	Iteration 63Q: 3 clusters Score -6625728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6625809.500000 Penalty: 3597.453857
	Iteration 64Q: 3 clusters Score -6625810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6625839.500000 Penalty: 3597.453857
	Iteration 65Q: 3 clusters Score -6625840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6625842.500000 Penalty: 3597.453857
	Iteration 66Q: 3 clusters Score -6625842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6625877.500000 Penalty: 3597.453857
	Iteration 67Q: 3 clusters Score -6625878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6625893.500000 Penalty: 3597.453857
	Iteration 68Q: 3 clusters Score -6625894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6625904.000000 Penalty: 3597.453857
	Iteration 69Q: 3 clusters Score -6625904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -6625904.000000 Penalty: 3597.453857
	Iteration 70Q: 3 clusters Score -6625904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -6625908.000000 Penalty: 3597.453857
	Iteration 71Q: 3 clusters Score -6625908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -6625907.000000 Penalty: 3597.453857
	Iteration 72Q: 3 clusters Score -6625907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6625909.000000 Penalty: 3597.453857
	Iteration 73Q: 3 clusters Score -6625909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6625913.500000 Penalty: 3597.453857
	Iteration 74Q: 3 clusters Score -6625914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6625905.500000 Penalty: 3597.453857
	Iteration 75Q: 3 clusters Score -6625906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6625908.000000 Penalty: 3597.453857
	Iteration 76Q: 3 clusters Score -6625908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6625909.000000 Penalty: 3597.453857
	Iteration 77Q: 3 clusters Score -6625909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6625911.500000 Penalty: 3597.453857
	Iteration 78Q: 3 clusters Score -6625912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6625929.000000 Penalty: 3597.453857
	Iteration 79Q: 3 clusters Score -6625929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6625922.500000 Penalty: 3597.453857
	Iteration 80F: 3 clusters Score -6625922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6625922.000000 Penalty: 3597.453857
	Iteration 81Q: 3 clusters Score -6625922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6625922.000000 Penalty: 3597.453857
	Iteration 82Q: 3 clusters Score -6625922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6625924.000000 Penalty: 3597.453857
	Iteration 83Q: 3 clusters Score -6625924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6625924.000000 Penalty: 3597.453857
	Iteration 84F: 3 clusters Score -6625924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -710619.187500 Penalty: 1433.986206
	Iteration 0F: 2 clusters Score -710619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -705524.000000 Penalty: 2867.972412
	Iteration 0F: 3 clusters Score -705524 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -707010.125000 Penalty: 2867.972412
	Iteration 1F: 3 clusters Score -707010.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -707190.062500 Penalty: 2867.972412
	Iteration 2F: 3 clusters Score -707190.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -707302.812500 Penalty: 2867.972412
	Iteration 3Q: 3 clusters Score -707302.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -707385.937500 Penalty: 2867.972412
	Iteration 4Q: 3 clusters Score -707385.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -707453.812500 Penalty: 2867.972412
	Iteration 5Q: 3 clusters Score -707453.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -707516.312500 Penalty: 2867.972412
	Iteration 6Q: 3 clusters Score -707516.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -707591.125000 Penalty: 2867.972412
	Iteration 7Q: 3 clusters Score -707591.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -707691.312500 Penalty: 2867.972412
	Iteration 8Q: 3 clusters Score -707691.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -707827.437500 Penalty: 2867.972412
	Iteration 9Q: 3 clusters Score -707827.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -707979.937500 Penalty: 2867.972412
	Iteration 10Q: 3 clusters Score -707979.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -708181.500000 Penalty: 2867.972412
	Iteration 11Q: 3 clusters Score -708181.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -708437.250000 Penalty: 2867.972412
	Iteration 12Q: 3 clusters Score -708437.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -708710.687500 Penalty: 2867.972412
	Iteration 13Q: 3 clusters Score -708710.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -708950.000000 Penalty: 2867.972412
	Iteration 14Q: 3 clusters Score -708950 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -709119.500000 Penalty: 2867.972412
	Iteration 15Q: 3 clusters Score -709119.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -709231.437500 Penalty: 2867.972412
	Iteration 16Q: 3 clusters Score -709231.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -709304.000000 Penalty: 2867.972412
	Iteration 17Q: 3 clusters Score -709304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -709349.375000 Penalty: 2867.972412
	Iteration 18Q: 3 clusters Score -709349.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -709386.562500 Penalty: 2867.972412
	Iteration 19Q: 3 clusters Score -709386.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -709407.062500 Penalty: 2867.972412
	Iteration 20F: 3 clusters Score -709407.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -709425.312500 Penalty: 2867.972412
	Iteration 21Q: 3 clusters Score -709425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -709433.000000 Penalty: 2867.972412
	Iteration 22Q: 3 clusters Score -709433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -709445.875000 Penalty: 2867.972412
	Iteration 23Q: 3 clusters Score -709445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -709459.437500 Penalty: 2867.972412
	Iteration 24Q: 3 clusters Score -709459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -709467.187500 Penalty: 2867.972412
	Iteration 25Q: 3 clusters Score -709467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -709470.312500 Penalty: 2867.972412
	Iteration 26Q: 3 clusters Score -709470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -709472.187500 Penalty: 2867.972412
	Iteration 27Q: 3 clusters Score -709472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -709473.250000 Penalty: 2867.972412
	Iteration 28Q: 3 clusters Score -709473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -709473.250000 Penalty: 2867.972412
	Iteration 29F: 3 clusters Score -709473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Entering Unmasked Estep 
Score: -1995297.625000 Penalty: 1607.773804
	Iteration 0F: 2 clusters Score -1995298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1981764.750000 Penalty: 3215.547607
	Iteration 0F: 3 clusters Score -1981765 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1986833.375000 Penalty: 3215.547607
	Iteration 1F: 3 clusters Score -1986833 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1987514.125000 Penalty: 3215.547607
	Iteration 2F: 3 clusters Score -1987514 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1988577.125000 Penalty: 3215.547607
	Iteration 3F: 3 clusters Score -1988577 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1989950.000000 Penalty: 3215.547607
	Iteration 4F: 3 clusters Score -1989950 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1991347.625000 Penalty: 3215.547607
	Iteration 5F: 3 clusters Score -1991348 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1992397.875000 Penalty: 3215.547607
	Iteration 6F: 3 clusters Score -1992398 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1993019.500000 Penalty: 3215.547607
	Iteration 7Q: 3 clusters Score -1993020 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1993414.125000 Penalty: 3215.547607
	Iteration 8Q: 3 clusters Score -1993414 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1993676.875000 Penalty: 3215.547607
	Iteration 9Q: 3 clusters Score -1993677 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1993917.000000 Penalty: 3215.547607
	Iteration 10Q: 3 clusters Score -1993917 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1994142.375000 Penalty: 3215.547607
	Iteration 11Q: 3 clusters Score -1994142 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1994376.500000 Penalty: 3215.547607
	Iteration 12Q: 3 clusters Score -1994376 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1994517.250000 Penalty: 3215.547607
	Iteration 13Q: 3 clusters Score -1994517 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1994594.125000 Penalty: 3215.547607
	Iteration 14Q: 3 clusters Score -1994594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1994639.750000 Penalty: 3215.547607
	Iteration 15Q: 3 clusters Score -1994640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1994656.000000 Penalty: 3215.547607
	Iteration 16Q: 3 clusters Score -1994656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1994662.500000 Penalty: 3215.547607
	Iteration 17Q: 3 clusters Score -1994662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1994674.000000 Penalty: 3215.547607
	Iteration 18Q: 3 clusters Score -1994674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1994687.500000 Penalty: 3215.547607
	Iteration 19Q: 3 clusters Score -1994688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1994696.250000 Penalty: 3215.547607
	Iteration 20F: 3 clusters Score -1994696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1994703.875000 Penalty: 3215.547607
	Iteration 21Q: 3 clusters Score -1994704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1994708.750000 Penalty: 3215.547607
	Iteration 22Q: 3 clusters Score -1994709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1994708.625000 Penalty: 3215.547607
	Iteration 23Q: 3 clusters Score -1994709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1994713.500000 Penalty: 3215.547607
	Iteration 24Q: 3 clusters Score -1994714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1994712.375000 Penalty: 3215.547607
	Iteration 25Q: 3 clusters Score -1994712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1994711.875000 Penalty: 3215.547607
	Iteration 26Q: 3 clusters Score -1994712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1994718.625000 Penalty: 3215.547607
	Iteration 27Q: 3 clusters Score -1994719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1994716.125000 Penalty: 3215.547607
	Iteration 28Q: 3 clusters Score -1994716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1994715.750000 Penalty: 3215.547607
	Iteration 29Q: 3 clusters Score -1994716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1994716.250000 Penalty: 3215.547607
	Iteration 30Q: 3 clusters Score -1994716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1994719.250000 Penalty: 3215.547607
	Iteration 31Q: 3 clusters Score -1994719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1994726.875000 Penalty: 3215.547607
	Iteration 32Q: 3 clusters Score -1994727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1994728.000000 Penalty: 3215.547607
	Iteration 33Q: 3 clusters Score -1994728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1994723.125000 Penalty: 3215.547607
	Iteration 34Q: 3 clusters Score -1994723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1994728.000000 Penalty: 3215.547607
	Iteration 35Q: 3 clusters Score -1994728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1994732.125000 Penalty: 3215.547607
	Iteration 36Q: 3 clusters Score -1994732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1994733.125000 Penalty: 3215.547607
	Iteration 37Q: 3 clusters Score -1994733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1994731.125000 Penalty: 3215.547607
	Iteration 38Q: 3 clusters Score -1994731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1994732.625000 Penalty: 3215.547607
	Iteration 39Q: 3 clusters Score -1994733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1994733.750000 Penalty: 3215.547607
	Iteration 40F: 3 clusters Score -1994734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1994731.625000 Penalty: 3215.547607
	Iteration 41Q: 3 clusters Score -1994732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1994735.750000 Penalty: 3215.547607
	Iteration 42Q: 3 clusters Score -1994736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1994732.000000 Penalty: 3215.547607
	Iteration 43Q: 3 clusters Score -1994732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1994733.125000 Penalty: 3215.547607
	Iteration 44Q: 3 clusters Score -1994733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1994733.500000 Penalty: 3215.547607
	Iteration 45Q: 3 clusters Score -1994734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1994733.000000 Penalty: 3215.547607
	Iteration 46Q: 3 clusters Score -1994733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1994733.000000 Penalty: 3215.547607
	Iteration 47F: 3 clusters Score -1994733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -97201.476562 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -97201.48 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 511 members 
Entering Unmasked Estep 
Score: -95757.578125 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -95757.58 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -96026.867188 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -96026.87 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96117.843750 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -96117.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96176.945312 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -96176.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96211.859375 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -96211.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96227.195312 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -96227.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96248.718750 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -96248.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -96263.335938 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -96263.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -96274.906250 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -96274.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96279.218750 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -96279.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96285.171875 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -96285.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96288.484375 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -96288.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96290.250000 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -96290.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96292.164062 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -96292.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96297.257812 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -96297.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96299.804688 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -96299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96300.734375 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -96300.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -96301.820312 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -96301.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96303.085938 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -96303.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96303.875000 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -96303.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96305.585938 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -96305.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96307.617188 Penalty: 2249.859131
	Iteration 21Q: 3 clusters Score -96307.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96311.367188 Penalty: 2249.859131
	Iteration 22Q: 3 clusters Score -96311.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96313.132812 Penalty: 2249.859131
	Iteration 23Q: 3 clusters Score -96313.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96314.125000 Penalty: 2249.859131
	Iteration 24Q: 3 clusters Score -96314.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96314.125000 Penalty: 2249.859131
	Iteration 25F: 3 clusters Score -96314.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -171493.250000 Penalty: 1206.910889
	Iteration 0F: 2 clusters Score -171493.2 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 877 members 
Entering Unmasked Estep 
Score: -169607.000000 Penalty: 2413.821777
	Iteration 0F: 3 clusters Score -169607 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -169998.437500 Penalty: 2413.821777
	Iteration 1F: 3 clusters Score -169998.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -170124.671875 Penalty: 2413.821777
	Iteration 2F: 3 clusters Score -170124.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -170190.796875 Penalty: 2413.821777
	Iteration 3Q: 3 clusters Score -170190.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -170233.000000 Penalty: 2413.821777
	Iteration 4Q: 3 clusters Score -170233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170265.125000 Penalty: 2413.821777
	Iteration 5Q: 3 clusters Score -170265.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -170289.734375 Penalty: 2413.821777
	Iteration 6Q: 3 clusters Score -170289.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170302.968750 Penalty: 2413.821777
	Iteration 7Q: 3 clusters Score -170303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170312.343750 Penalty: 2413.821777
	Iteration 8Q: 3 clusters Score -170312.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170318.031250 Penalty: 2413.821777
	Iteration 9Q: 3 clusters Score -170318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170324.265625 Penalty: 2413.821777
	Iteration 10Q: 3 clusters Score -170324.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170330.687500 Penalty: 2413.821777
	Iteration 11Q: 3 clusters Score -170330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -170335.593750 Penalty: 2413.821777
	Iteration 12Q: 3 clusters Score -170335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170344.421875 Penalty: 2413.821777
	Iteration 13Q: 3 clusters Score -170344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170350.156250 Penalty: 2413.821777
	Iteration 14Q: 3 clusters Score -170350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170357.125000 Penalty: 2413.821777
	Iteration 15Q: 3 clusters Score -170357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170364.281250 Penalty: 2413.821777
	Iteration 16Q: 3 clusters Score -170364.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -170371.921875 Penalty: 2413.821777
	Iteration 17Q: 3 clusters Score -170371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170377.921875 Penalty: 2413.821777
	Iteration 18Q: 3 clusters Score -170377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170388.171875 Penalty: 2413.821777
	Iteration 19Q: 3 clusters Score -170388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170396.312500 Penalty: 2413.821777
	Iteration 20F: 3 clusters Score -170396.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -170400.093750 Penalty: 2413.821777
	Iteration 21Q: 3 clusters Score -170400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170402.421875 Penalty: 2413.821777
	Iteration 22Q: 3 clusters Score -170402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -170404.515625 Penalty: 2413.821777
	Iteration 23Q: 3 clusters Score -170404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -170404.687500 Penalty: 2413.821777
	Iteration 24Q: 3 clusters Score -170404.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170405.203125 Penalty: 2413.821777
	Iteration 25Q: 3 clusters Score -170405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -170405.593750 Penalty: 2413.821777
	Iteration 26Q: 3 clusters Score -170405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -170405.593750 Penalty: 2413.821777
	Iteration 27F: 3 clusters Score -170405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -468099.156250 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -468099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -464270.000000 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -464270 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -465297.093750 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -465297.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -465517.906250 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -465517.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -465703.593750 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -465703.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -465879.156250 Penalty: 2750.114990
	Iteration 4F: 3 clusters Score -465879.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -466059.750000 Penalty: 2750.114990
	Iteration 5F: 3 clusters Score -466059.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -466206.187500 Penalty: 2750.114990
	Iteration 6Q: 3 clusters Score -466206.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -466316.250000 Penalty: 2750.114990
	Iteration 7Q: 3 clusters Score -466316.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -466382.062500 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -466382.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -466436.687500 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -466436.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -466478.656250 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -466478.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -466519.875000 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -466519.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -466551.812500 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -466551.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -466572.500000 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -466572.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -466589.875000 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -466589.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -466602.500000 Penalty: 2750.114990
	Iteration 15Q: 3 clusters Score -466602.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -466613.312500 Penalty: 2750.114990
	Iteration 16Q: 3 clusters Score -466613.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -466623.468750 Penalty: 2750.114990
	Iteration 17Q: 3 clusters Score -466623.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -466632.656250 Penalty: 2750.114990
	Iteration 18Q: 3 clusters Score -466632.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -466644.468750 Penalty: 2750.114990
	Iteration 19Q: 3 clusters Score -466644.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -466662.593750 Penalty: 2750.114990
	Iteration 20F: 3 clusters Score -466662.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -466676.406250 Penalty: 2750.114990
	Iteration 21Q: 3 clusters Score -466676.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -466691.593750 Penalty: 2750.114990
	Iteration 22Q: 3 clusters Score -466691.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -466706.375000 Penalty: 2750.114990
	Iteration 23Q: 3 clusters Score -466706.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -466723.093750 Penalty: 2750.114990
	Iteration 24Q: 3 clusters Score -466723.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -466739.343750 Penalty: 2750.114990
	Iteration 25Q: 3 clusters Score -466739.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -466757.562500 Penalty: 2750.114990
	Iteration 26Q: 3 clusters Score -466757.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -466778.500000 Penalty: 2750.114990
	Iteration 27Q: 3 clusters Score -466778.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -466798.875000 Penalty: 2750.114990
	Iteration 28Q: 3 clusters Score -466798.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -466815.250000 Penalty: 2750.114990
	Iteration 29Q: 3 clusters Score -466815.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -466830.500000 Penalty: 2750.114990
	Iteration 30Q: 3 clusters Score -466830.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -466846.281250 Penalty: 2750.114990
	Iteration 31Q: 3 clusters Score -466846.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -466861.281250 Penalty: 2750.114990
	Iteration 32Q: 3 clusters Score -466861.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -466876.343750 Penalty: 2750.114990
	Iteration 33Q: 3 clusters Score -466876.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -466890.906250 Penalty: 2750.114990
	Iteration 34Q: 3 clusters Score -466890.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -466902.843750 Penalty: 2750.114990
	Iteration 35Q: 3 clusters Score -466902.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -466913.156250 Penalty: 2750.114990
	Iteration 36Q: 3 clusters Score -466913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -466917.312500 Penalty: 2750.114990
	Iteration 37Q: 3 clusters Score -466917.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -466921.593750 Penalty: 2750.114990
	Iteration 38Q: 3 clusters Score -466921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -466926.968750 Penalty: 2750.114990
	Iteration 39Q: 3 clusters Score -466927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -466932.093750 Penalty: 2750.114990
	Iteration 40F: 3 clusters Score -466932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -466937.000000 Penalty: 2750.114990
	Iteration 41Q: 3 clusters Score -466937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -466943.312500 Penalty: 2750.114990
	Iteration 42Q: 3 clusters Score -466943.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -466945.593750 Penalty: 2750.114990
	Iteration 43Q: 3 clusters Score -466945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -466948.281250 Penalty: 2750.114990
	Iteration 44Q: 3 clusters Score -466948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -466949.187500 Penalty: 2750.114990
	Iteration 45Q: 3 clusters Score -466949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -466952.562500 Penalty: 2750.114990
	Iteration 46Q: 3 clusters Score -466952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -466954.375000 Penalty: 2750.114990
	Iteration 47Q: 3 clusters Score -466954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -466956.812500 Penalty: 2750.114990
	Iteration 48Q: 3 clusters Score -466956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -466960.062500 Penalty: 2750.114990
	Iteration 49Q: 3 clusters Score -466960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -466962.562500 Penalty: 2750.114990
	Iteration 50Q: 3 clusters Score -466962.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -466968.312500 Penalty: 2750.114990
	Iteration 51Q: 3 clusters Score -466968.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -466975.937500 Penalty: 2750.114990
	Iteration 52Q: 3 clusters Score -466975.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -466985.281250 Penalty: 2750.114990
	Iteration 53Q: 3 clusters Score -466985.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -466991.343750 Penalty: 2750.114990
	Iteration 54Q: 3 clusters Score -466991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -466992.937500 Penalty: 2750.114990
	Iteration 55Q: 3 clusters Score -466992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -466995.937500 Penalty: 2750.114990
	Iteration 56Q: 3 clusters Score -466995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -466997.625000 Penalty: 2750.114990
	Iteration 57Q: 3 clusters Score -466997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -466998.125000 Penalty: 2750.114990
	Iteration 58Q: 3 clusters Score -466998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -466998.687500 Penalty: 2750.114990
	Iteration 59Q: 3 clusters Score -466998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -466998.750000 Penalty: 2750.114990
	Iteration 60F: 3 clusters Score -466998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -466999.687500 Penalty: 2750.114990
	Iteration 61Q: 3 clusters Score -466999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -467000.375000 Penalty: 2750.114990
	Iteration 62Q: 3 clusters Score -467000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -467000.468750 Penalty: 2750.114990
	Iteration 63Q: 3 clusters Score -467000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -467000.500000 Penalty: 2750.114990
	Iteration 64Q: 3 clusters Score -467000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -467000.625000 Penalty: 2750.114990
	Iteration 65Q: 3 clusters Score -467000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -467000.625000 Penalty: 2750.114990
	Iteration 66F: 3 clusters Score -467000.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Entering Unmasked Estep 
Score: -5022239.000000 Penalty: 1753.822876
	Iteration 0F: 2 clusters Score -5022239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4989693.000000 Penalty: 3507.645752
	Iteration 0F: 3 clusters Score -4989693 nChanged 22809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -5002321.000000 Penalty: 3507.645752
	Iteration 1F: 3 clusters Score -5002321 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5002705.500000 Penalty: 3507.645752
	Iteration 2Q: 3 clusters Score -5002706 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5003109.000000 Penalty: 3507.645752
	Iteration 3Q: 3 clusters Score -5003109 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -5003577.500000 Penalty: 3507.645752
	Iteration 4Q: 3 clusters Score -5003578 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -5004174.000000 Penalty: 3507.645752
	Iteration 5Q: 3 clusters Score -5004174 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -5004873.000000 Penalty: 3507.645752
	Iteration 6Q: 3 clusters Score -5004873 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5005686.500000 Penalty: 3507.645752
	Iteration 7Q: 3 clusters Score -5005686 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -5006838.500000 Penalty: 3507.645752
	Iteration 8Q: 3 clusters Score -5006838 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -5008404.000000 Penalty: 3507.645752
	Iteration 9Q: 3 clusters Score -5008404 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -5010378.500000 Penalty: 3507.645752
	Iteration 10F: 3 clusters Score -5010378 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5012674.500000 Penalty: 3507.645752
	Iteration 11F: 3 clusters Score -5012674 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5014844.500000 Penalty: 3507.645752
	Iteration 12F: 3 clusters Score -5014844 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -5016606.500000 Penalty: 3507.645752
	Iteration 13Q: 3 clusters Score -5016606 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5018001.000000 Penalty: 3507.645752
	Iteration 14Q: 3 clusters Score -5018001 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5019032.000000 Penalty: 3507.645752
	Iteration 15Q: 3 clusters Score -5019032 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -5019719.500000 Penalty: 3507.645752
	Iteration 16Q: 3 clusters Score -5019720 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -5020078.000000 Penalty: 3507.645752
	Iteration 17Q: 3 clusters Score -5020078 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -5020291.000000 Penalty: 3507.645752
	Iteration 18Q: 3 clusters Score -5020291 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -5020432.000000 Penalty: 3507.645752
	Iteration 19Q: 3 clusters Score -5020432 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -5020549.500000 Penalty: 3507.645752
	Iteration 20F: 3 clusters Score -5020550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -5020620.000000 Penalty: 3507.645752
	Iteration 21Q: 3 clusters Score -5020620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -5020658.500000 Penalty: 3507.645752
	Iteration 22Q: 3 clusters Score -5020658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -5020693.000000 Penalty: 3507.645752
	Iteration 23Q: 3 clusters Score -5020693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -5020724.500000 Penalty: 3507.645752
	Iteration 24Q: 3 clusters Score -5020724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5020734.000000 Penalty: 3507.645752
	Iteration 25Q: 3 clusters Score -5020734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -5020747.000000 Penalty: 3507.645752
	Iteration 26Q: 3 clusters Score -5020747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -5020751.500000 Penalty: 3507.645752
	Iteration 27Q: 3 clusters Score -5020752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -5020757.000000 Penalty: 3507.645752
	Iteration 28Q: 3 clusters Score -5020757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -5020771.500000 Penalty: 3507.645752
	Iteration 29Q: 3 clusters Score -5020772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -5020768.000000 Penalty: 3507.645752
	Iteration 30Q: 3 clusters Score -5020768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5020771.000000 Penalty: 3507.645752
	Iteration 31Q: 3 clusters Score -5020771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5020771.000000 Penalty: 3507.645752
	Iteration 32F: 3 clusters Score -5020771 nChanged 0
--- Evaluating fit on full set of 1671503 points ---
Entering Unmasked Estep 
Score: -164687136.000000 Penalty: 93140.023438
24->41 Clusters: Score -164687136.000000, best is -164804224.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 557167 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 23059 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 23182 members 
Mstep: Class 5 contains 22881 members 
Mstep: Class 6 contains 23246 members 
Mstep: Class 7 contains 23033 members 
Mstep: Class 8 contains 23297 members 
Mstep: Class 9 contains 23272 members 
Mstep: Class 10 contains 23233 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 23232 members 
Mstep: Class 13 contains 23498 members 
Mstep: Class 14 contains 23205 members 
Mstep: Class 15 contains 23389 members 
Mstep: Class 16 contains 23015 members 
Mstep: Class 17 contains 23459 members 
Mstep: Class 18 contains 23262 members 
Mstep: Class 19 contains 23285 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 21 contains 23015 members 
Mstep: Class 22 contains 23150 members 
Mstep: Class 23 contains 23110 members 
Mstep: Class 24 contains 23325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 642.411255 but Gain 2149.972656
Score: -51057680.000000 Penalty: 49449.445312
Iteration 0F: 24 clusters Score -5.105768e+07 nChanged 529649
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 13643 members 
Mstep: Class 3 contains 13418 members 
Mstep: Class 4 contains 44522 members 
Mstep: Class 5 contains 17467 members 
Mstep: Class 6 contains 23189 members 
Mstep: Class 7 contains 18994 members 
Mstep: Class 8 contains 25478 members 
Mstep: Class 9 contains 19620 members 
Mstep: Class 11 contains 23656 members 
Mstep: Class 12 contains 21693 members 
Mstep: Class 13 contains 24358 members 
Mstep: Class 14 contains 31834 members 
Mstep: Class 15 contains 18614 members 
Mstep: Class 16 contains 22406 members 
Mstep: Class 17 contains 36374 members 
Mstep: Class 18 contains 41442 members 
Mstep: Class 19 contains 24793 members 
Mstep: Class 20 contains 25177 members 
Mstep: Class 21 contains 10388 members 
Mstep: Class 22 contains 16180 members 
Mstep: Class 23 contains 13505 members 
Mstep: Class 24 contains 13281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53236976.000000 Penalty: 49449.445312
Iteration 1F: 24 clusters Score -5.323698e+07 nChanged 246185
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 13410 members 
Mstep: Class 6 contains 23895 members 
Mstep: Class 7 contains 11598 members 
Mstep: Class 8 contains 26055 members 
Mstep: Class 9 contains 13343 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 20916 members 
Mstep: Class 13 contains 15439 members 
Mstep: Class 14 contains 34589 members 
Mstep: Class 15 contains 8602 members 
Mstep: Class 16 contains 18810 members 
Mstep: Class 17 contains 49782 members 
Mstep: Class 18 contains 66995 members 
Mstep: Class 19 contains 26234 members 
Mstep: Class 20 contains 25523 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 7895 members 
Mstep: Class 23 contains 15184 members 
Mstep: Class 24 contains 12101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53968856.000000 Penalty: 49449.445312
Iteration 2F: 24 clusters Score -5.396886e+07 nChanged 169907
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 137635 members 
Mstep: Class 2 contains 9308 members 
Mstep: Class 3 contains 5078 members 
Mstep: Class 4 contains 31526 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 22444 members 
Mstep: Class 7 contains 6254 members 
Mstep: Class 8 contains 19666 members 
Mstep: Class 9 contains 12623 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 31499 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 21363 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 14454 members 
Mstep: Class 17 contains 43379 members 
Mstep: Class 18 contains 78236 members 
Mstep: Class 19 contains 24143 members 
Mstep: Class 20 contains 27972 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 15893 members 
Mstep: Class 24 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54385328.000000 Penalty: 49449.445312
Iteration 3F: 24 clusters Score -5.438533e+07 nChanged 113685
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 170565 members 
Mstep: Class 2 contains 8024 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 31970 members 
Mstep: Class 5 contains 5669 members 
Mstep: Class 6 contains 19730 members 
Mstep: Class 7 contains 3343 members 
Mstep: Class 8 contains 10248 members 
Mstep: Class 9 contains 13332 members 
Mstep: Class 11 contains 3514 members 
Mstep: Class 12 contains 42433 members 
Mstep: Class 13 contains 14573 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 37316 members 
Mstep: Class 18 contains 83623 members 
Mstep: Class 19 contains 19691 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 7262 members 
Mstep: Class 23 contains 15155 members 
Mstep: Class 24 contains 9228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1952.201294 but Gain 2149.976562
Score: -54568328.000000 Penalty: 47299.468750
Iteration 4F: 23 clusters Score -5.456833e+07 nChanged 70446
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 186957 members 
Mstep: Class 2 contains 6853 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 32750 members 
Mstep: Class 5 contains 3566 members 
Mstep: Class 6 contains 17071 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 15328 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 48544 members 
Mstep: Class 13 contains 17238 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 17 contains 35526 members 
Mstep: Class 18 contains 83005 members 
Mstep: Class 19 contains 16708 members 
Mstep: Class 20 contains 25358 members 
Mstep: Class 21 contains 4373 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 8953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54644080.000000 Penalty: 47299.468750
Iteration 5F: 23 clusters Score -5.464408e+07 nChanged 42629
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 192958 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 9502 members 
Mstep: Class 4 contains 32490 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 17887 members 
Mstep: Class 11 contains 3503 members 
Mstep: Class 12 contains 50697 members 
Mstep: Class 13 contains 18137 members 
Mstep: Class 14 contains 6831 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 3729 members 
Mstep: Class 17 contains 36196 members 
Mstep: Class 18 contains 81871 members 
Mstep: Class 19 contains 14955 members 
Mstep: Class 20 contains 23244 members 
Mstep: Class 21 contains 4066 members 
Mstep: Class 22 contains 8942 members 
Mstep: Class 23 contains 13888 members 
Mstep: Class 24 contains 8933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54681588.000000 Penalty: 47299.468750
Iteration 6F: 23 clusters Score -5.468159e+07 nChanged 31079
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 5021 members 
Mstep: Class 3 contains 10073 members 
Mstep: Class 4 contains 31306 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 13139 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 20300 members 
Mstep: Class 11 contains 3631 members 
Mstep: Class 12 contains 51246 members 
Mstep: Class 13 contains 18353 members 
Mstep: Class 14 contains 7742 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 3551 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 18 contains 81263 members 
Mstep: Class 19 contains 13597 members 
Mstep: Class 20 contains 21153 members 
Mstep: Class 21 contains 3615 members 
Mstep: Class 22 contains 9333 members 
Mstep: Class 23 contains 13431 members 
Mstep: Class 24 contains 8903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54709612.000000 Penalty: 47299.468750
Iteration 7F: 23 clusters Score -5.470961e+07 nChanged 25248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 195346 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 10514 members 
Mstep: Class 4 contains 29618 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 11847 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 22563 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 51052 members 
Mstep: Class 13 contains 18343 members 
Mstep: Class 14 contains 9524 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 3431 members 
Mstep: Class 17 contains 41242 members 
Mstep: Class 18 contains 80816 members 
Mstep: Class 19 contains 12544 members 
Mstep: Class 20 contains 19255 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 9598 members 
Mstep: Class 23 contains 13101 members 
Mstep: Class 24 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8Q: 23 clusters Score -5.473081e+07 nChanged 20908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 194792 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 28234 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 24456 members 
Mstep: Class 11 contains 4004 members 
Mstep: Class 12 contains 50398 members 
Mstep: Class 13 contains 18175 members 
Mstep: Class 14 contains 10705 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 44539 members 
Mstep: Class 18 contains 80468 members 
Mstep: Class 19 contains 11676 members 
Mstep: Class 20 contains 17766 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 9855 members 
Mstep: Class 23 contains 12879 members 
Mstep: Class 24 contains 8587 members 
Entering Unmasked Estep 
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Iteration 9Q: 23 clusters Score -5.474669e+07 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 11217 members 
Mstep: Class 4 contains 27130 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 26104 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 49478 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 16 contains 4044 members 
Mstep: Class 17 contains 47830 members 
Mstep: Class 18 contains 80127 members 
Mstep: Class 19 contains 10978 members 
Mstep: Class 20 contains 16803 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 10032 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 8442 members 
Entering Unmasked Estep 
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Iteration 10Q: 23 clusters Score -5.475874e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 191913 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 11514 members 
Mstep: Class 4 contains 26279 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 9070 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 27411 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 48662 members 
Mstep: Class 13 contains 17986 members 
Mstep: Class 14 contains 11588 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 50937 members 
Mstep: Class 18 contains 79740 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 16224 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 10209 members 
Mstep: Class 23 contains 12494 members 
Mstep: Class 24 contains 8388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 23 clusters Score -5.476881e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 190040 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 11761 members 
Mstep: Class 4 contains 25657 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 8397 members 
Mstep: Class 8 contains 2069 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 11 contains 4764 members 
Mstep: Class 12 contains 47924 members 
Mstep: Class 13 contains 18033 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 53900 members 
Mstep: Class 18 contains 79331 members 
Mstep: Class 19 contains 9612 members 
Mstep: Class 20 contains 15909 members 
Mstep: Class 21 contains 2618 members 
Mstep: Class 22 contains 10302 members 
Mstep: Class 23 contains 12373 members 
Mstep: Class 24 contains 8338 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -5.47767e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 188143 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 11947 members 
Mstep: Class 4 contains 25273 members 
Mstep: Class 5 contains 4252 members 
Mstep: Class 6 contains 7882 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 29150 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 47257 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 78957 members 
Mstep: Class 19 contains 8962 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 10415 members 
Mstep: Class 23 contains 12346 members 
Mstep: Class 24 contains 8322 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -5.478278e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 25031 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 7470 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 29823 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 12 contains 46575 members 
Mstep: Class 13 contains 18254 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 6918 members 
Mstep: Class 17 contains 58759 members 
Mstep: Class 18 contains 78634 members 
Mstep: Class 19 contains 8419 members 
Mstep: Class 20 contains 15652 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 10503 members 
Mstep: Class 23 contains 12404 members 
Mstep: Class 24 contains 8321 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -5.478816e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 184775 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 12058 members 
Mstep: Class 4 contains 24888 members 
Mstep: Class 5 contains 4591 members 
Mstep: Class 6 contains 7172 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 30405 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 45944 members 
Mstep: Class 13 contains 18429 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 60491 members 
Mstep: Class 18 contains 78378 members 
Mstep: Class 19 contains 7966 members 
Mstep: Class 20 contains 15595 members 
Mstep: Class 21 contains 2638 members 
Mstep: Class 22 contains 10605 members 
Mstep: Class 23 contains 12562 members 
Mstep: Class 24 contains 8304 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -5.479303e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183537 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 24779 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 30998 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 45359 members 
Mstep: Class 13 contains 18613 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 61699 members 
Mstep: Class 18 contains 78183 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 10667 members 
Mstep: Class 23 contains 12863 members 
Mstep: Class 24 contains 8290 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -5.479724e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 24673 members 
Mstep: Class 5 contains 4962 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 31563 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 44810 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 17 contains 62525 members 
Mstep: Class 18 contains 78053 members 
Mstep: Class 19 contains 7298 members 
Mstep: Class 20 contains 15451 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 10690 members 
Mstep: Class 23 contains 13130 members 
Mstep: Class 24 contains 8289 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -5.480117e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181783 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 12403 members 
Mstep: Class 4 contains 24600 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 32136 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 44323 members 
Mstep: Class 13 contains 18950 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 2625 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 62993 members 
Mstep: Class 18 contains 77944 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 15328 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 10721 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 8295 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -5.480405e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 12703 members 
Mstep: Class 4 contains 24535 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 32726 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 43868 members 
Mstep: Class 13 contains 19084 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 63228 members 
Mstep: Class 18 contains 77851 members 
Mstep: Class 19 contains 6815 members 
Mstep: Class 20 contains 15190 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 10747 members 
Mstep: Class 23 contains 13283 members 
Mstep: Class 24 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 23 clusters Score -5.480687e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180580 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 24515 members 
Mstep: Class 5 contains 5579 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 33365 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 43445 members 
Mstep: Class 13 contains 19207 members 
Mstep: Class 14 contains 10626 members 
Mstep: Class 15 contains 2619 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 63236 members 
Mstep: Class 18 contains 77784 members 
Mstep: Class 19 contains 6626 members 
Mstep: Class 20 contains 15085 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 10785 members 
Mstep: Class 23 contains 13314 members 
Mstep: Class 24 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 23 clusters Score -5.481126e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 179916 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 13170 members 
Mstep: Class 4 contains 24329 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 34124 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 42680 members 
Mstep: Class 13 contains 19322 members 
Mstep: Class 14 contains 10430 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 10029 members 
Mstep: Class 17 contains 63190 members 
Mstep: Class 18 contains 77457 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 20 contains 14959 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 10821 members 
Mstep: Class 23 contains 13304 members 
Mstep: Class 24 contains 8103 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -5.481474e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179389 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 24272 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 5898 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 35028 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 41916 members 
Mstep: Class 13 contains 19387 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 10811 members 
Mstep: Class 17 contains 62880 members 
Mstep: Class 18 contains 77181 members 
Mstep: Class 19 contains 6247 members 
Mstep: Class 20 contains 14860 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 13279 members 
Mstep: Class 24 contains 8012 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -5.481777e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 178947 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 3 contains 13773 members 
Mstep: Class 4 contains 24228 members 
Mstep: Class 5 contains 6530 members 
Mstep: Class 6 contains 5799 members 
Mstep: Class 8 contains 2291 members 
Mstep: Class 9 contains 36065 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 41213 members 
Mstep: Class 13 contains 19439 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 62379 members 
Mstep: Class 18 contains 76946 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 14709 members 
Mstep: Class 21 contains 2651 members 
Mstep: Class 22 contains 10938 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 7951 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -5.482042e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 178512 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 14119 members 
Mstep: Class 4 contains 24193 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 5710 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 37198 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 40565 members 
Mstep: Class 13 contains 19449 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 12062 members 
Mstep: Class 17 contains 61733 members 
Mstep: Class 18 contains 76762 members 
Mstep: Class 19 contains 5907 members 
Mstep: Class 20 contains 14545 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 11033 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 7879 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -5.482282e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 178108 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 14462 members 
Mstep: Class 4 contains 24170 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 38365 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 39970 members 
Mstep: Class 13 contains 19431 members 
Mstep: Class 14 contains 9457 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 12584 members 
Mstep: Class 17 contains 61063 members 
Mstep: Class 18 contains 76587 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 14259 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 11140 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 7826 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -5.482502e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177748 members 
Mstep: Class 2 contains 5767 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 24101 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 39578 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 39408 members 
Mstep: Class 13 contains 19367 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 2595 members 
Mstep: Class 16 contains 13001 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 76441 members 
Mstep: Class 19 contains 5695 members 
Mstep: Class 20 contains 13878 members 
Mstep: Class 21 contains 2722 members 
Mstep: Class 22 contains 11286 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 7764 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -5.482724e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 15113 members 
Mstep: Class 4 contains 23998 members 
Mstep: Class 5 contains 7832 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 40715 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 38928 members 
Mstep: Class 13 contains 19294 members 
Mstep: Class 14 contains 9123 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 13424 members 
Mstep: Class 17 contains 59856 members 
Mstep: Class 18 contains 76267 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 13385 members 
Mstep: Class 21 contains 2746 members 
Mstep: Class 22 contains 11421 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 7687 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -5.482915e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 23919 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 41746 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 38519 members 
Mstep: Class 13 contains 19178 members 
Mstep: Class 14 contains 8983 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 13778 members 
Mstep: Class 17 contains 59395 members 
Mstep: Class 18 contains 76101 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 12848 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 11594 members 
Mstep: Class 23 contains 12841 members 
Mstep: Class 24 contains 7628 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -5.483042e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177032 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 15718 members 
Mstep: Class 4 contains 23823 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 42721 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 38163 members 
Mstep: Class 13 contains 18983 members 
Mstep: Class 14 contains 8844 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 14088 members 
Mstep: Class 17 contains 58938 members 
Mstep: Class 18 contains 75965 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 11818 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 7570 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -5.48313e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176916 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 23750 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 5229 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 43624 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 37816 members 
Mstep: Class 13 contains 18704 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 14383 members 
Mstep: Class 17 contains 58504 members 
Mstep: Class 18 contains 75843 members 
Mstep: Class 19 contains 5500 members 
Mstep: Class 20 contains 11775 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 12079 members 
Mstep: Class 23 contains 12774 members 
Mstep: Class 24 contains 7497 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -5.483237e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176822 members 
Mstep: Class 2 contains 7358 members 
Mstep: Class 3 contains 16165 members 
Mstep: Class 4 contains 23672 members 
Mstep: Class 5 contains 8704 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 44538 members 
Mstep: Class 11 contains 4821 members 
Mstep: Class 12 contains 37469 members 
Mstep: Class 13 contains 18390 members 
Mstep: Class 14 contains 8591 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 14649 members 
Mstep: Class 17 contains 58070 members 
Mstep: Class 18 contains 75725 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 11270 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 12410 members 
Mstep: Class 23 contains 12765 members 
Mstep: Class 24 contains 7436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54833580.000000 Penalty: 47299.468750
Iteration 31Q: 23 clusters Score -5.483358e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176740 members 
Mstep: Class 2 contains 7618 members 
Mstep: Class 3 contains 16352 members 
Mstep: Class 4 contains 23599 members 
Mstep: Class 5 contains 8841 members 
Mstep: Class 6 contains 5124 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 45399 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 37187 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 8488 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 14864 members 
Mstep: Class 17 contains 57660 members 
Mstep: Class 18 contains 75630 members 
Mstep: Class 19 contains 5433 members 
Mstep: Class 20 contains 10817 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 12803 members 
Mstep: Class 23 contains 12770 members 
Mstep: Class 24 contains 7381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54834632.000000 Penalty: 47299.468750
Iteration 32Q: 23 clusters Score -5.483463e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 16519 members 
Mstep: Class 4 contains 23536 members 
Mstep: Class 5 contains 8922 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 46219 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 36889 members 
Mstep: Class 13 contains 17535 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 15107 members 
Mstep: Class 17 contains 57211 members 
Mstep: Class 18 contains 75518 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 10428 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54835820.000000 Penalty: 47299.468750
Iteration 33Q: 23 clusters Score -5.483582e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 16695 members 
Mstep: Class 4 contains 23486 members 
Mstep: Class 5 contains 8969 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 47039 members 
Mstep: Class 11 contains 4774 members 
Mstep: Class 12 contains 36583 members 
Mstep: Class 13 contains 17079 members 
Mstep: Class 14 contains 8314 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 15359 members 
Mstep: Class 17 contains 56765 members 
Mstep: Class 18 contains 75421 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 10092 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 13883 members 
Mstep: Class 23 contains 12722 members 
Mstep: Class 24 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54837312.000000 Penalty: 47299.468750
Iteration 34Q: 23 clusters Score -5.483731e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 16869 members 
Mstep: Class 4 contains 23451 members 
Mstep: Class 5 contains 8982 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 47833 members 
Mstep: Class 11 contains 4759 members 
Mstep: Class 12 contains 36294 members 
Mstep: Class 13 contains 16632 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 15632 members 
Mstep: Class 17 contains 56323 members 
Mstep: Class 18 contains 75329 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 9825 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 14429 members 
Mstep: Class 23 contains 12656 members 
Mstep: Class 24 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54838528.000000 Penalty: 47299.468750
Iteration 35Q: 23 clusters Score -5.483853e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176332 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 17040 members 
Mstep: Class 4 contains 23415 members 
Mstep: Class 5 contains 9018 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 48679 members 
Mstep: Class 11 contains 4739 members 
Mstep: Class 12 contains 36020 members 
Mstep: Class 13 contains 16268 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 15893 members 
Mstep: Class 17 contains 55807 members 
Mstep: Class 18 contains 75258 members 
Mstep: Class 19 contains 5353 members 
Mstep: Class 20 contains 9591 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 14824 members 
Mstep: Class 23 contains 12619 members 
Mstep: Class 24 contains 7228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54839540.000000 Penalty: 47299.468750
Iteration 36Q: 23 clusters Score -5.483954e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 17193 members 
Mstep: Class 4 contains 23384 members 
Mstep: Class 5 contains 9062 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 49615 members 
Mstep: Class 11 contains 4728 members 
Mstep: Class 12 contains 35798 members 
Mstep: Class 13 contains 15951 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 16100 members 
Mstep: Class 17 contains 55247 members 
Mstep: Class 18 contains 75216 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 9380 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 15116 members 
Mstep: Class 23 contains 12577 members 
Mstep: Class 24 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54840600.000000 Penalty: 47299.468750
Iteration 37Q: 23 clusters Score -5.48406e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 8500 members 
Mstep: Class 3 contains 17336 members 
Mstep: Class 4 contains 23341 members 
Mstep: Class 5 contains 9124 members 
Mstep: Class 6 contains 4981 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 50637 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 35577 members 
Mstep: Class 13 contains 15733 members 
Mstep: Class 14 contains 7866 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 16 contains 16343 members 
Mstep: Class 17 contains 54597 members 
Mstep: Class 18 contains 75152 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 15287 members 
Mstep: Class 23 contains 12555 members 
Mstep: Class 24 contains 7191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54841552.000000 Penalty: 47299.468750
Iteration 38Q: 23 clusters Score -5.484155e+07 nChanged 3044
Entering ConstructFrom: 
Score: -54841552.000000 Penalty: 47299.468750
Entering ConstructFrom: 
Trying to split cluster 1 (175929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Entering Unmasked Estep 
Score: -17897036.000000 Penalty: 1962.648315
	Iteration 0F: 2 clusters Score -1.789704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -17796026.000000 Penalty: 3925.296631
	Iteration 0F: 3 clusters Score -1.779603e+07 nChanged 84881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -17846642.000000 Penalty: 3925.296631
	Iteration 1F: 3 clusters Score -1.784664e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -17848544.000000 Penalty: 3925.296631
	Iteration 2Q: 3 clusters Score -1.784854e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -17851464.000000 Penalty: 3925.296631
	Iteration 3Q: 3 clusters Score -1.785146e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -17855712.000000 Penalty: 3925.296631
	Iteration 4F: 3 clusters Score -1.785571e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -17861660.000000 Penalty: 3925.296631
	Iteration 5F: 3 clusters Score -1.786166e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -17868520.000000 Penalty: 3925.296631
	Iteration 6F: 3 clusters Score -1.786852e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -17875708.000000 Penalty: 3925.296631
	Iteration 7F: 3 clusters Score -1.787571e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -17882762.000000 Penalty: 3925.296631
	Iteration 8F: 3 clusters Score -1.788276e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -17889432.000000 Penalty: 3925.296631
	Iteration 9F: 3 clusters Score -1.788943e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -17895760.000000 Penalty: 3925.296631
	Iteration 10Q: 3 clusters Score -1.789576e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -17902018.000000 Penalty: 3925.296631
	Iteration 11Q: 3 clusters Score -1.790202e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -17907674.000000 Penalty: 3925.296631
	Iteration 12Q: 3 clusters Score -1.790767e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -17912314.000000 Penalty: 3925.296631
	Iteration 13Q: 3 clusters Score -1.791231e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -17915178.000000 Penalty: 3925.296631
	Iteration 14Q: 3 clusters Score -1.791518e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -17916474.000000 Penalty: 3925.296631
	Iteration 15Q: 3 clusters Score -1.791647e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -17917048.000000 Penalty: 3925.296631
	Iteration 16Q: 3 clusters Score -1.791705e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -17917298.000000 Penalty: 3925.296631
	Iteration 17Q: 3 clusters Score -1.79173e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -17917490.000000 Penalty: 3925.296631
	Iteration 18Q: 3 clusters Score -1.791749e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -17917592.000000 Penalty: 3925.296631
	Iteration 19Q: 3 clusters Score -1.791759e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -17917700.000000 Penalty: 3925.296631
	Iteration 20F: 3 clusters Score -1.79177e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -17917720.000000 Penalty: 3925.296631
	Iteration 21Q: 3 clusters Score -1.791772e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -17917716.000000 Penalty: 3925.296631
	Iteration 22Q: 3 clusters Score -1.791772e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -17917680.000000 Penalty: 3925.296631
	Iteration 23Q: 3 clusters Score -1.791768e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -17917744.000000 Penalty: 3925.296631
	Iteration 24Q: 3 clusters Score -1.791774e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -17917808.000000 Penalty: 3925.296631
	Iteration 25Q: 3 clusters Score -1.791781e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -17917818.000000 Penalty: 3925.296631
	Iteration 26Q: 3 clusters Score -1.791782e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -17917856.000000 Penalty: 3925.296631
	Iteration 27Q: 3 clusters Score -1.791786e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -17917868.000000 Penalty: 3925.296631
	Iteration 28Q: 3 clusters Score -1.791787e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -17917924.000000 Penalty: 3925.296631
	Iteration 29Q: 3 clusters Score -1.791792e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -17917960.000000 Penalty: 3925.296631
	Iteration 30Q: 3 clusters Score -1.791796e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -17917942.000000 Penalty: 3925.296631
	Iteration 31Q: 3 clusters Score -1.791794e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -17917980.000000 Penalty: 3925.296631
	Iteration 32Q: 3 clusters Score -1.791798e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -17917982.000000 Penalty: 3925.296631
	Iteration 33Q: 3 clusters Score -1.791798e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -17917992.000000 Penalty: 3925.296631
	Iteration 34Q: 3 clusters Score -1.791799e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -17918028.000000 Penalty: 3925.296631
	Iteration 35Q: 3 clusters Score -1.791803e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -17918088.000000 Penalty: 3925.296631
	Iteration 36Q: 3 clusters Score -1.791809e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -17918076.000000 Penalty: 3925.296631
	Iteration 37Q: 3 clusters Score -1.791808e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -17918082.000000 Penalty: 3925.296631
	Iteration 38Q: 3 clusters Score -1.791808e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -17918132.000000 Penalty: 3925.296631
	Iteration 39Q: 3 clusters Score -1.791813e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -17918206.000000 Penalty: 3925.296631
	Iteration 40F: 3 clusters Score -1.791821e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -17918238.000000 Penalty: 3925.296631
	Iteration 41Q: 3 clusters Score -1.791824e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -17918260.000000 Penalty: 3925.296631
	Iteration 42Q: 3 clusters Score -1.791826e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -17918268.000000 Penalty: 3925.296631
	Iteration 43Q: 3 clusters Score -1.791827e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -17918312.000000 Penalty: 3925.296631
	Iteration 44Q: 3 clusters Score -1.791831e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -17918288.000000 Penalty: 3925.296631
	Iteration 45Q: 3 clusters Score -1.791829e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -17918274.000000 Penalty: 3925.296631
	Iteration 46Q: 3 clusters Score -1.791827e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -17918294.000000 Penalty: 3925.296631
	Iteration 47Q: 3 clusters Score -1.791829e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -17918344.000000 Penalty: 3925.296631
	Iteration 48Q: 3 clusters Score -1.791834e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 105601 members 
Entering Unmasked Estep 
Score: -17918394.000000 Penalty: 3925.296631
	Iteration 49Q: 3 clusters Score -1.791839e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -17918376.000000 Penalty: 3925.296631
	Iteration 50Q: 3 clusters Score -1.791838e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -17918308.000000 Penalty: 3925.296631
	Iteration 51Q: 3 clusters Score -1.791831e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -17918346.000000 Penalty: 3925.296631
	Iteration 52Q: 3 clusters Score -1.791835e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -17918316.000000 Penalty: 3925.296631
	Iteration 53Q: 3 clusters Score -1.791832e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -17918328.000000 Penalty: 3925.296631
	Iteration 54Q: 3 clusters Score -1.791833e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 107119 members 
Entering Unmasked Estep 
Score: -17918348.000000 Penalty: 3925.296631
	Iteration 55Q: 3 clusters Score -1.791835e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -17918334.000000 Penalty: 3925.296631
	Iteration 56Q: 3 clusters Score -1.791833e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -17918314.000000 Penalty: 3925.296631
	Iteration 57Q: 3 clusters Score -1.791831e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -17918296.000000 Penalty: 3925.296631
	Iteration 58Q: 3 clusters Score -1.79183e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -17918312.000000 Penalty: 3925.296631
	Iteration 59Q: 3 clusters Score -1.791831e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -17918310.000000 Penalty: 3925.296631
	Iteration 60F: 3 clusters Score -1.791831e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -17918272.000000 Penalty: 3925.296631
	Iteration 61Q: 3 clusters Score -1.791827e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -17918306.000000 Penalty: 3925.296631
	Iteration 62Q: 3 clusters Score -1.791831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -17918306.000000 Penalty: 3925.296631
	Iteration 63Q: 3 clusters Score -1.791831e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -17918312.000000 Penalty: 3925.296631
	Iteration 64Q: 3 clusters Score -1.791831e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -17918312.000000 Penalty: 3925.296631
	Iteration 65Q: 3 clusters Score -1.791831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -17918312.000000 Penalty: 3925.296631
	Iteration 66Q: 3 clusters Score -1.791831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -17918314.000000 Penalty: 3925.296631
	Iteration 67Q: 3 clusters Score -1.791831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -17918312.000000 Penalty: 3925.296631
	Iteration 68Q: 3 clusters Score -1.791831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -17918302.000000 Penalty: 3925.296631
	Iteration 69Q: 3 clusters Score -1.79183e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -17918322.000000 Penalty: 3925.296631
	Iteration 70Q: 3 clusters Score -1.791832e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -17918314.000000 Penalty: 3925.296631
	Iteration 71Q: 3 clusters Score -1.791831e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -17918296.000000 Penalty: 3925.296631
	Iteration 72Q: 3 clusters Score -1.79183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 108552 members 
Entering Unmasked Estep 
Score: -17918294.000000 Penalty: 3925.296631
	Iteration 73Q: 3 clusters Score -1.791829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -17918278.000000 Penalty: 3925.296631
	Iteration 74Q: 3 clusters Score -1.791828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -17918288.000000 Penalty: 3925.296631
	Iteration 75Q: 3 clusters Score -1.791829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -17918306.000000 Penalty: 3925.296631
	Iteration 76Q: 3 clusters Score -1.791831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -17918292.000000 Penalty: 3925.296631
	Iteration 77Q: 3 clusters Score -1.791829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -17918296.000000 Penalty: 3925.296631
	Iteration 78Q: 3 clusters Score -1.79183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -17918306.000000 Penalty: 3925.296631
	Iteration 79Q: 3 clusters Score -1.791831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -17918308.000000 Penalty: 3925.296631
	Iteration 80F: 3 clusters Score -1.791831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -17918310.000000 Penalty: 3925.296631
	Iteration 81Q: 3 clusters Score -1.791831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -17918300.000000 Penalty: 3925.296631
	Iteration 82Q: 3 clusters Score -1.79183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -17918302.000000 Penalty: 3925.296631
	Iteration 83Q: 3 clusters Score -1.79183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 108673 members 
Entering Unmasked Estep 
Score: -17918308.000000 Penalty: 3925.296631
	Iteration 84Q: 3 clusters Score -1.791831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 108682 members 
Entering Unmasked Estep 
Score: -17918300.000000 Penalty: 3925.296631
	Iteration 85Q: 3 clusters Score -1.79183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 108688 members 
Entering Unmasked Estep 
Score: -17918304.000000 Penalty: 3925.296631
	Iteration 86Q: 3 clusters Score -1.79183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -17918290.000000 Penalty: 3925.296631
	Iteration 87Q: 3 clusters Score -1.791829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -17918296.000000 Penalty: 3925.296631
	Iteration 88Q: 3 clusters Score -1.79183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -17918294.000000 Penalty: 3925.296631
	Iteration 89Q: 3 clusters Score -1.791829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -17918294.000000 Penalty: 3925.296631
	Iteration 90Q: 3 clusters Score -1.791829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -17918304.000000 Penalty: 3925.296631
	Iteration 91Q: 3 clusters Score -1.79183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -17918302.000000 Penalty: 3925.296631
	Iteration 92Q: 3 clusters Score -1.79183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -17918298.000000 Penalty: 3925.296631
	Iteration 93Q: 3 clusters Score -1.79183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -17918286.000000 Penalty: 3925.296631
	Iteration 94Q: 3 clusters Score -1.791829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -17918284.000000 Penalty: 3925.296631
	Iteration 95Q: 3 clusters Score -1.791828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -17918284.000000 Penalty: 3925.296631
	Iteration 96Q: 3 clusters Score -1.791828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -17918274.000000 Penalty: 3925.296631
	Iteration 97Q: 3 clusters Score -1.791827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 108771 members 
Entering Unmasked Estep 
Score: -17918276.000000 Penalty: 3925.296631
	Iteration 98Q: 3 clusters Score -1.791828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -17918274.000000 Penalty: 3925.296631
	Iteration 99Q: 3 clusters Score -1.791827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -17918286.000000 Penalty: 3925.296631
	Iteration 100F: 3 clusters Score -1.791829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -17918290.000000 Penalty: 3925.296631
	Iteration 101Q: 3 clusters Score -1.791829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -17918288.000000 Penalty: 3925.296631
	Iteration 102Q: 3 clusters Score -1.791829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 108793 members 
Entering Unmasked Estep 
Score: -17918280.000000 Penalty: 3925.296631
	Iteration 103Q: 3 clusters Score -1.791828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -17918282.000000 Penalty: 3925.296631
	Iteration 104Q: 3 clusters Score -1.791828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 108812 members 
Entering Unmasked Estep 
Score: -17918286.000000 Penalty: 3925.296631
	Iteration 105Q: 3 clusters Score -1.791829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -17918296.000000 Penalty: 3925.296631
	Iteration 106Q: 3 clusters Score -1.79183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -17918288.000000 Penalty: 3925.296631
	Iteration 107Q: 3 clusters Score -1.791829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 108871 members 
Entering Unmasked Estep 
Score: -17918296.000000 Penalty: 3925.296631
	Iteration 108Q: 3 clusters Score -1.79183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -17918304.000000 Penalty: 3925.296631
	Iteration 109Q: 3 clusters Score -1.79183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -17918300.000000 Penalty: 3925.296631
	Iteration 110Q: 3 clusters Score -1.79183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -17918314.000000 Penalty: 3925.296631
	Iteration 111Q: 3 clusters Score -1.791831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -17918316.000000 Penalty: 3925.296631
	Iteration 112Q: 3 clusters Score -1.791832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -17918322.000000 Penalty: 3925.296631
	Iteration 113Q: 3 clusters Score -1.791832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 108913 members 
Entering Unmasked Estep 
Score: -17918318.000000 Penalty: 3925.296631
	Iteration 114Q: 3 clusters Score -1.791832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -17918328.000000 Penalty: 3925.296631
	Iteration 115Q: 3 clusters Score -1.791833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -17918326.000000 Penalty: 3925.296631
	Iteration 116Q: 3 clusters Score -1.791833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -17918320.000000 Penalty: 3925.296631
	Iteration 117Q: 3 clusters Score -1.791832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 108929 members 
Entering Unmasked Estep 
Score: -17918318.000000 Penalty: 3925.296631
	Iteration 118Q: 3 clusters Score -1.791832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -17918326.000000 Penalty: 3925.296631
	Iteration 119Q: 3 clusters Score -1.791833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -17918326.000000 Penalty: 3925.296631
	Iteration 120F: 3 clusters Score -1.791833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -17918320.000000 Penalty: 3925.296631
	Iteration 121Q: 3 clusters Score -1.791832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -17918318.000000 Penalty: 3925.296631
	Iteration 122Q: 3 clusters Score -1.791832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -17918318.000000 Penalty: 3925.296631
	Iteration 123Q: 3 clusters Score -1.791832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -17918314.000000 Penalty: 3925.296631
	Iteration 124Q: 3 clusters Score -1.791831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -17918310.000000 Penalty: 3925.296631
	Iteration 125Q: 3 clusters Score -1.791831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -17918310.000000 Penalty: 3925.296631
	Iteration 126Q: 3 clusters Score -1.791831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -17918318.000000 Penalty: 3925.296631
	Iteration 127Q: 3 clusters Score -1.791832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -17918328.000000 Penalty: 3925.296631
	Iteration 128Q: 3 clusters Score -1.791833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 108963 members 
Entering Unmasked Estep 
Score: -17918320.000000 Penalty: 3925.296631
	Iteration 129Q: 3 clusters Score -1.791832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -17918324.000000 Penalty: 3925.296631
	Iteration 130Q: 3 clusters Score -1.791832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -17918324.000000 Penalty: 3925.296631
	Iteration 131F: 3 clusters Score -1.791832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 17480 members 
Mstep: Class 4 contains 23304 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 4970 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 51764 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Entering Unmasked Estep 
Score: -54862888.000000 Penalty: 49449.445312
Splitting cluster 1 changes total score from -54841552.000000 to -54862888.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (8574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Entering Unmasked Estep 
Score: -791822.937500 Penalty: 1471.679565
	Iteration 0F: 2 clusters Score -791822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -785699.562500 Penalty: 2943.359131
	Iteration 0F: 3 clusters Score -785699.6 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -787920.625000 Penalty: 2943.359131
	Iteration 1F: 3 clusters Score -787920.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -788412.187500 Penalty: 2943.359131
	Iteration 2F: 3 clusters Score -788412.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -788754.750000 Penalty: 2943.359131
	Iteration 3F: 3 clusters Score -788754.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -789030.000000 Penalty: 2943.359131
	Iteration 4F: 3 clusters Score -789030 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -789281.937500 Penalty: 2943.359131
	Iteration 5Q: 3 clusters Score -789281.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -789530.687500 Penalty: 2943.359131
	Iteration 6Q: 3 clusters Score -789530.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -789750.125000 Penalty: 2943.359131
	Iteration 7Q: 3 clusters Score -789750.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -789988.750000 Penalty: 2943.359131
	Iteration 8Q: 3 clusters Score -789988.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -790221.500000 Penalty: 2943.359131
	Iteration 9Q: 3 clusters Score -790221.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -790409.312500 Penalty: 2943.359131
	Iteration 10Q: 3 clusters Score -790409.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -790591.687500 Penalty: 2943.359131
	Iteration 11Q: 3 clusters Score -790591.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -790746.250000 Penalty: 2943.359131
	Iteration 12Q: 3 clusters Score -790746.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -790847.312500 Penalty: 2943.359131
	Iteration 13Q: 3 clusters Score -790847.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -790930.687500 Penalty: 2943.359131
	Iteration 14Q: 3 clusters Score -790930.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -791012.937500 Penalty: 2943.359131
	Iteration 15Q: 3 clusters Score -791012.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -791079.500000 Penalty: 2943.359131
	Iteration 16Q: 3 clusters Score -791079.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -791119.000000 Penalty: 2943.359131
	Iteration 17Q: 3 clusters Score -791119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -791151.750000 Penalty: 2943.359131
	Iteration 18Q: 3 clusters Score -791151.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -791174.687500 Penalty: 2943.359131
	Iteration 19Q: 3 clusters Score -791174.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -791200.625000 Penalty: 2943.359131
	Iteration 20F: 3 clusters Score -791200.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -791219.000000 Penalty: 2943.359131
	Iteration 21Q: 3 clusters Score -791219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -791236.375000 Penalty: 2943.359131
	Iteration 22Q: 3 clusters Score -791236.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -791246.812500 Penalty: 2943.359131
	Iteration 23Q: 3 clusters Score -791246.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -791256.375000 Penalty: 2943.359131
	Iteration 24Q: 3 clusters Score -791256.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -791268.250000 Penalty: 2943.359131
	Iteration 25Q: 3 clusters Score -791268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -791279.312500 Penalty: 2943.359131
	Iteration 26Q: 3 clusters Score -791279.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -791288.062500 Penalty: 2943.359131
	Iteration 27Q: 3 clusters Score -791288.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -791300.250000 Penalty: 2943.359131
	Iteration 28Q: 3 clusters Score -791300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -791309.000000 Penalty: 2943.359131
	Iteration 29Q: 3 clusters Score -791309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -791318.937500 Penalty: 2943.359131
	Iteration 30Q: 3 clusters Score -791318.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -791327.187500 Penalty: 2943.359131
	Iteration 31Q: 3 clusters Score -791327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -791333.812500 Penalty: 2943.359131
	Iteration 32Q: 3 clusters Score -791333.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -791340.375000 Penalty: 2943.359131
	Iteration 33Q: 3 clusters Score -791340.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -791350.625000 Penalty: 2943.359131
	Iteration 34Q: 3 clusters Score -791350.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -791353.437500 Penalty: 2943.359131
	Iteration 35Q: 3 clusters Score -791353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -791356.375000 Penalty: 2943.359131
	Iteration 36Q: 3 clusters Score -791356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -791356.250000 Penalty: 2943.359131
	Iteration 37Q: 3 clusters Score -791356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -791360.250000 Penalty: 2943.359131
	Iteration 38Q: 3 clusters Score -791360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -791361.687500 Penalty: 2943.359131
	Iteration 39Q: 3 clusters Score -791361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -791362.000000 Penalty: 2943.359131
	Iteration 40F: 3 clusters Score -791362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -791365.125000 Penalty: 2943.359131
	Iteration 41Q: 3 clusters Score -791365.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -791365.937500 Penalty: 2943.359131
	Iteration 42Q: 3 clusters Score -791365.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -791369.437500 Penalty: 2943.359131
	Iteration 43Q: 3 clusters Score -791369.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -791374.812500 Penalty: 2943.359131
	Iteration 44Q: 3 clusters Score -791374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -791380.000000 Penalty: 2943.359131
	Iteration 45Q: 3 clusters Score -791380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -791380.625000 Penalty: 2943.359131
	Iteration 46Q: 3 clusters Score -791380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -791381.062500 Penalty: 2943.359131
	Iteration 47Q: 3 clusters Score -791381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -791381.562500 Penalty: 2943.359131
	Iteration 48Q: 3 clusters Score -791381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -791381.875000 Penalty: 2943.359131
	Iteration 49Q: 3 clusters Score -791381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -791383.437500 Penalty: 2943.359131
	Iteration 50Q: 3 clusters Score -791383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -791384.625000 Penalty: 2943.359131
	Iteration 51Q: 3 clusters Score -791384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -791386.875000 Penalty: 2943.359131
	Iteration 52Q: 3 clusters Score -791386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -791387.062500 Penalty: 2943.359131
	Iteration 53Q: 3 clusters Score -791387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -791388.875000 Penalty: 2943.359131
	Iteration 54Q: 3 clusters Score -791388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -791389.500000 Penalty: 2943.359131
	Iteration 55Q: 3 clusters Score -791389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -791393.000000 Penalty: 2943.359131
	Iteration 56Q: 3 clusters Score -791393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -791391.687500 Penalty: 2943.359131
	Iteration 57Q: 3 clusters Score -791391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -791393.375000 Penalty: 2943.359131
	Iteration 58Q: 3 clusters Score -791393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -791393.500000 Penalty: 2943.359131
	Iteration 59Q: 3 clusters Score -791393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -791394.687500 Penalty: 2943.359131
	Iteration 60F: 3 clusters Score -791394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -791397.812500 Penalty: 2943.359131
	Iteration 61Q: 3 clusters Score -791397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -791399.187500 Penalty: 2943.359131
	Iteration 62Q: 3 clusters Score -791399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -791399.125000 Penalty: 2943.359131
	Iteration 63Q: 3 clusters Score -791399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -791400.937500 Penalty: 2943.359131
	Iteration 64Q: 3 clusters Score -791400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -791402.062500 Penalty: 2943.359131
	Iteration 65Q: 3 clusters Score -791402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -791403.812500 Penalty: 2943.359131
	Iteration 66Q: 3 clusters Score -791403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -791403.687500 Penalty: 2943.359131
	Iteration 67Q: 3 clusters Score -791403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -791404.500000 Penalty: 2943.359131
	Iteration 68Q: 3 clusters Score -791404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -791406.687500 Penalty: 2943.359131
	Iteration 69Q: 3 clusters Score -791406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -791405.500000 Penalty: 2943.359131
	Iteration 70Q: 3 clusters Score -791405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -791406.125000 Penalty: 2943.359131
	Iteration 71Q: 3 clusters Score -791406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -791406.125000 Penalty: 2943.359131
	Iteration 72F: 3 clusters Score -791406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Entering Unmasked Estep 
Score: -1732932.625000 Penalty: 1587.432007
	Iteration 0F: 2 clusters Score -1732933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1721010.250000 Penalty: 3174.864014
	Iteration 0F: 3 clusters Score -1721010 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1725355.375000 Penalty: 3174.864014
	Iteration 1F: 3 clusters Score -1725355 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1725972.500000 Penalty: 3174.864014
	Iteration 2F: 3 clusters Score -1725972 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1726683.250000 Penalty: 3174.864014
	Iteration 3F: 3 clusters Score -1726683 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1727548.375000 Penalty: 3174.864014
	Iteration 4F: 3 clusters Score -1727548 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1728410.000000 Penalty: 3174.864014
	Iteration 5F: 3 clusters Score -1728410 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1729231.000000 Penalty: 3174.864014
	Iteration 6F: 3 clusters Score -1729231 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1729915.000000 Penalty: 3174.864014
	Iteration 7F: 3 clusters Score -1729915 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1730515.250000 Penalty: 3174.864014
	Iteration 8Q: 3 clusters Score -1730515 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1731033.625000 Penalty: 3174.864014
	Iteration 9Q: 3 clusters Score -1731034 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1731444.500000 Penalty: 3174.864014
	Iteration 10Q: 3 clusters Score -1731444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1731736.000000 Penalty: 3174.864014
	Iteration 11Q: 3 clusters Score -1731736 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1731925.375000 Penalty: 3174.864014
	Iteration 12Q: 3 clusters Score -1731925 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1732055.625000 Penalty: 3174.864014
	Iteration 13Q: 3 clusters Score -1732056 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1732169.625000 Penalty: 3174.864014
	Iteration 14Q: 3 clusters Score -1732170 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1732251.625000 Penalty: 3174.864014
	Iteration 15Q: 3 clusters Score -1732252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1732326.125000 Penalty: 3174.864014
	Iteration 16Q: 3 clusters Score -1732326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1732383.125000 Penalty: 3174.864014
	Iteration 17Q: 3 clusters Score -1732383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1732420.000000 Penalty: 3174.864014
	Iteration 18Q: 3 clusters Score -1732420 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1732444.250000 Penalty: 3174.864014
	Iteration 19Q: 3 clusters Score -1732444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1732458.875000 Penalty: 3174.864014
	Iteration 20F: 3 clusters Score -1732459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1732478.875000 Penalty: 3174.864014
	Iteration 21Q: 3 clusters Score -1732479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1732499.500000 Penalty: 3174.864014
	Iteration 22Q: 3 clusters Score -1732500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1732512.125000 Penalty: 3174.864014
	Iteration 23Q: 3 clusters Score -1732512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1732516.125000 Penalty: 3174.864014
	Iteration 24Q: 3 clusters Score -1732516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1732522.125000 Penalty: 3174.864014
	Iteration 25Q: 3 clusters Score -1732522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1732527.625000 Penalty: 3174.864014
	Iteration 26Q: 3 clusters Score -1732528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1732526.125000 Penalty: 3174.864014
	Iteration 27Q: 3 clusters Score -1732526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1732530.125000 Penalty: 3174.864014
	Iteration 28Q: 3 clusters Score -1732530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1732532.875000 Penalty: 3174.864014
	Iteration 29Q: 3 clusters Score -1732533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1732542.125000 Penalty: 3174.864014
	Iteration 30Q: 3 clusters Score -1732542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1732550.250000 Penalty: 3174.864014
	Iteration 31Q: 3 clusters Score -1732550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1732552.375000 Penalty: 3174.864014
	Iteration 32Q: 3 clusters Score -1732552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1732557.250000 Penalty: 3174.864014
	Iteration 33Q: 3 clusters Score -1732557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1732564.000000 Penalty: 3174.864014
	Iteration 34Q: 3 clusters Score -1732564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1732572.250000 Penalty: 3174.864014
	Iteration 35Q: 3 clusters Score -1732572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1732585.750000 Penalty: 3174.864014
	Iteration 36Q: 3 clusters Score -1732586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1732594.250000 Penalty: 3174.864014
	Iteration 37Q: 3 clusters Score -1732594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1732592.625000 Penalty: 3174.864014
	Iteration 38Q: 3 clusters Score -1732593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1732602.375000 Penalty: 3174.864014
	Iteration 39Q: 3 clusters Score -1732602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1732623.375000 Penalty: 3174.864014
	Iteration 40F: 3 clusters Score -1732623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1732637.625000 Penalty: 3174.864014
	Iteration 41Q: 3 clusters Score -1732638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1732658.625000 Penalty: 3174.864014
	Iteration 42Q: 3 clusters Score -1732659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1732677.250000 Penalty: 3174.864014
	Iteration 43Q: 3 clusters Score -1732677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1732705.250000 Penalty: 3174.864014
	Iteration 44Q: 3 clusters Score -1732705 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1732728.250000 Penalty: 3174.864014
	Iteration 45Q: 3 clusters Score -1732728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1732763.625000 Penalty: 3174.864014
	Iteration 46Q: 3 clusters Score -1732764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1732788.000000 Penalty: 3174.864014
	Iteration 47Q: 3 clusters Score -1732788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1732817.500000 Penalty: 3174.864014
	Iteration 48Q: 3 clusters Score -1732818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1732845.875000 Penalty: 3174.864014
	Iteration 49Q: 3 clusters Score -1732846 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1732887.375000 Penalty: 3174.864014
	Iteration 50Q: 3 clusters Score -1732887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1732915.750000 Penalty: 3174.864014
	Iteration 51Q: 3 clusters Score -1732916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1732964.875000 Penalty: 3174.864014
	Iteration 52Q: 3 clusters Score -1732965 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1733044.500000 Penalty: 3174.864014
	Iteration 53Q: 3 clusters Score -1733044 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1733116.000000 Penalty: 3174.864014
	Iteration 54Q: 3 clusters Score -1733116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1733190.250000 Penalty: 3174.864014
	Iteration 55Q: 3 clusters Score -1733190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1733235.875000 Penalty: 3174.864014
	Iteration 56Q: 3 clusters Score -1733236 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1733290.875000 Penalty: 3174.864014
	Iteration 57Q: 3 clusters Score -1733291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1733330.875000 Penalty: 3174.864014
	Iteration 58Q: 3 clusters Score -1733331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1733343.125000 Penalty: 3174.864014
	Iteration 59Q: 3 clusters Score -1733343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1733356.875000 Penalty: 3174.864014
	Iteration 60F: 3 clusters Score -1733357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1733372.500000 Penalty: 3174.864014
	Iteration 61Q: 3 clusters Score -1733372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1733382.125000 Penalty: 3174.864014
	Iteration 62Q: 3 clusters Score -1733382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1733391.750000 Penalty: 3174.864014
	Iteration 63Q: 3 clusters Score -1733392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1733396.500000 Penalty: 3174.864014
	Iteration 64Q: 3 clusters Score -1733396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1733399.750000 Penalty: 3174.864014
	Iteration 65Q: 3 clusters Score -1733400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1733393.000000 Penalty: 3174.864014
	Iteration 66Q: 3 clusters Score -1733393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1733394.875000 Penalty: 3174.864014
	Iteration 67Q: 3 clusters Score -1733395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1733397.000000 Penalty: 3174.864014
	Iteration 68Q: 3 clusters Score -1733397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1733398.125000 Penalty: 3174.864014
	Iteration 69Q: 3 clusters Score -1733398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1733400.500000 Penalty: 3174.864014
	Iteration 70Q: 3 clusters Score -1733400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1733399.125000 Penalty: 3174.864014
	Iteration 71Q: 3 clusters Score -1733399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1733404.125000 Penalty: 3174.864014
	Iteration 72Q: 3 clusters Score -1733404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1733406.500000 Penalty: 3174.864014
	Iteration 73Q: 3 clusters Score -1733406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1733406.500000 Penalty: 3174.864014
	Iteration 74Q: 3 clusters Score -1733406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1733406.500000 Penalty: 3174.864014
	Iteration 75Q: 3 clusters Score -1733406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1733407.875000 Penalty: 3174.864014
	Iteration 76Q: 3 clusters Score -1733408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1733402.375000 Penalty: 3174.864014
	Iteration 77Q: 3 clusters Score -1733402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1733406.875000 Penalty: 3174.864014
	Iteration 78Q: 3 clusters Score -1733407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1733407.125000 Penalty: 3174.864014
	Iteration 79Q: 3 clusters Score -1733407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1733411.500000 Penalty: 3174.864014
	Iteration 80F: 3 clusters Score -1733412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1733414.375000 Penalty: 3174.864014
	Iteration 81Q: 3 clusters Score -1733414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1733413.125000 Penalty: 3174.864014
	Iteration 82Q: 3 clusters Score -1733413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1733411.250000 Penalty: 3174.864014
	Iteration 83Q: 3 clusters Score -1733411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1733412.750000 Penalty: 3174.864014
	Iteration 84Q: 3 clusters Score -1733413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1733414.625000 Penalty: 3174.864014
	Iteration 85Q: 3 clusters Score -1733415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1733415.000000 Penalty: 3174.864014
	Iteration 86Q: 3 clusters Score -1733415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1733417.000000 Penalty: 3174.864014
	Iteration 87Q: 3 clusters Score -1733417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1733417.875000 Penalty: 3174.864014
	Iteration 88Q: 3 clusters Score -1733418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1733417.875000 Penalty: 3174.864014
	Iteration 89Q: 3 clusters Score -1733418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1733416.625000 Penalty: 3174.864014
	Iteration 90Q: 3 clusters Score -1733417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1733418.250000 Penalty: 3174.864014
	Iteration 91Q: 3 clusters Score -1733418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1733416.500000 Penalty: 3174.864014
	Iteration 92Q: 3 clusters Score -1733416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1733412.250000 Penalty: 3174.864014
	Iteration 93Q: 3 clusters Score -1733412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1733415.750000 Penalty: 3174.864014
	Iteration 94Q: 3 clusters Score -1733416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1733414.375000 Penalty: 3174.864014
	Iteration 95Q: 3 clusters Score -1733414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1733417.125000 Penalty: 3174.864014
	Iteration 96Q: 3 clusters Score -1733417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1733420.000000 Penalty: 3174.864014
	Iteration 97Q: 3 clusters Score -1733420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1733418.750000 Penalty: 3174.864014
	Iteration 98Q: 3 clusters Score -1733419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1733418.625000 Penalty: 3174.864014
	Iteration 99Q: 3 clusters Score -1733419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1733421.000000 Penalty: 3174.864014
	Iteration 100F: 3 clusters Score -1733421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1733420.000000 Penalty: 3174.864014
	Iteration 101Q: 3 clusters Score -1733420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1733420.000000 Penalty: 3174.864014
	Iteration 102Q: 3 clusters Score -1733420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1733417.625000 Penalty: 3174.864014
	Iteration 103Q: 3 clusters Score -1733418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1733419.500000 Penalty: 3174.864014
	Iteration 104Q: 3 clusters Score -1733420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1733418.875000 Penalty: 3174.864014
	Iteration 105Q: 3 clusters Score -1733419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1733418.750000 Penalty: 3174.864014
	Iteration 106Q: 3 clusters Score -1733419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1733418.000000 Penalty: 3174.864014
	Iteration 107Q: 3 clusters Score -1733418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1733419.250000 Penalty: 3174.864014
	Iteration 108Q: 3 clusters Score -1733419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1733420.625000 Penalty: 3174.864014
	Iteration 109Q: 3 clusters Score -1733421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1733420.250000 Penalty: 3174.864014
	Iteration 110Q: 3 clusters Score -1733420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1733422.125000 Penalty: 3174.864014
	Iteration 111Q: 3 clusters Score -1733422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1733422.125000 Penalty: 3174.864014
	Iteration 112F: 3 clusters Score -1733422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 23304 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 4970 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 51764 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Entering Unmasked Estep 
Score: -54862792.000000 Penalty: 51599.417969
Splitting cluster 3 changes total score from -54841552.000000 to -54862792.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (23304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Entering Unmasked Estep 
Score: -2167832.250000 Penalty: 1634.161743
	Iteration 0F: 2 clusters Score -2167832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2152137.000000 Penalty: 3268.323486
	Iteration 0F: 3 clusters Score -2152137 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2159567.000000 Penalty: 3268.323486
	Iteration 1F: 3 clusters Score -2159567 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2161249.500000 Penalty: 3268.323486
	Iteration 2F: 3 clusters Score -2161250 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2162650.000000 Penalty: 3268.323486
	Iteration 3F: 3 clusters Score -2162650 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2163733.500000 Penalty: 3268.323486
	Iteration 4F: 3 clusters Score -2163734 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2164605.750000 Penalty: 3268.323486
	Iteration 5F: 3 clusters Score -2164606 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2165306.750000 Penalty: 3268.323486
	Iteration 6Q: 3 clusters Score -2165307 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2165866.000000 Penalty: 3268.323486
	Iteration 7Q: 3 clusters Score -2165866 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2166294.500000 Penalty: 3268.323486
	Iteration 8Q: 3 clusters Score -2166294 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2166672.000000 Penalty: 3268.323486
	Iteration 9Q: 3 clusters Score -2166672 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2166983.750000 Penalty: 3268.323486
	Iteration 10Q: 3 clusters Score -2166984 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2167245.750000 Penalty: 3268.323486
	Iteration 11Q: 3 clusters Score -2167246 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2167435.500000 Penalty: 3268.323486
	Iteration 12Q: 3 clusters Score -2167436 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2167620.250000 Penalty: 3268.323486
	Iteration 13Q: 3 clusters Score -2167620 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2167789.000000 Penalty: 3268.323486
	Iteration 14Q: 3 clusters Score -2167789 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2167943.000000 Penalty: 3268.323486
	Iteration 15Q: 3 clusters Score -2167943 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2168094.750000 Penalty: 3268.323486
	Iteration 16Q: 3 clusters Score -2168095 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2168228.500000 Penalty: 3268.323486
	Iteration 17Q: 3 clusters Score -2168228 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2168366.500000 Penalty: 3268.323486
	Iteration 18Q: 3 clusters Score -2168366 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2168500.000000 Penalty: 3268.323486
	Iteration 19Q: 3 clusters Score -2168500 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2168611.000000 Penalty: 3268.323486
	Iteration 20F: 3 clusters Score -2168611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2168714.000000 Penalty: 3268.323486
	Iteration 21Q: 3 clusters Score -2168714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2168794.500000 Penalty: 3268.323486
	Iteration 22Q: 3 clusters Score -2168794 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2168872.250000 Penalty: 3268.323486
	Iteration 23Q: 3 clusters Score -2168872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2168929.500000 Penalty: 3268.323486
	Iteration 24Q: 3 clusters Score -2168930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2168984.000000 Penalty: 3268.323486
	Iteration 25Q: 3 clusters Score -2168984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2169037.000000 Penalty: 3268.323486
	Iteration 26Q: 3 clusters Score -2169037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2169084.750000 Penalty: 3268.323486
	Iteration 27Q: 3 clusters Score -2169085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2169126.750000 Penalty: 3268.323486
	Iteration 28Q: 3 clusters Score -2169127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2169159.750000 Penalty: 3268.323486
	Iteration 29Q: 3 clusters Score -2169160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2169180.000000 Penalty: 3268.323486
	Iteration 30Q: 3 clusters Score -2169180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2169187.500000 Penalty: 3268.323486
	Iteration 31Q: 3 clusters Score -2169188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2169197.250000 Penalty: 3268.323486
	Iteration 32Q: 3 clusters Score -2169197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2169198.750000 Penalty: 3268.323486
	Iteration 33Q: 3 clusters Score -2169199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2169200.750000 Penalty: 3268.323486
	Iteration 34Q: 3 clusters Score -2169201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2169201.000000 Penalty: 3268.323486
	Iteration 35Q: 3 clusters Score -2169201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2169203.500000 Penalty: 3268.323486
	Iteration 36Q: 3 clusters Score -2169204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2169203.750000 Penalty: 3268.323486
	Iteration 37Q: 3 clusters Score -2169204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2169206.000000 Penalty: 3268.323486
	Iteration 38Q: 3 clusters Score -2169206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2169206.000000 Penalty: 3268.323486
	Iteration 39Q: 3 clusters Score -2169206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2169206.250000 Penalty: 3268.323486
	Iteration 40F: 3 clusters Score -2169206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2169207.250000 Penalty: 3268.323486
	Iteration 41Q: 3 clusters Score -2169207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2169205.250000 Penalty: 3268.323486
	Iteration 42Q: 3 clusters Score -2169205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2169209.000000 Penalty: 3268.323486
	Iteration 43Q: 3 clusters Score -2169209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2169208.250000 Penalty: 3268.323486
	Iteration 44Q: 3 clusters Score -2169208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2169204.250000 Penalty: 3268.323486
	Iteration 45Q: 3 clusters Score -2169204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2169204.250000 Penalty: 3268.323486
	Iteration 46F: 3 clusters Score -2169204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 4970 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 51764 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Entering Unmasked Estep 
Score: -54863604.000000 Penalty: 53749.394531
Splitting cluster 4 changes total score from -54841552.000000 to -54863604.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (9192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Entering Unmasked Estep 
Score: -903255.625000 Penalty: 1482.989502
	Iteration 0F: 2 clusters Score -903255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -896680.812500 Penalty: 2965.979004
	Iteration 0F: 3 clusters Score -896680.8 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -899271.750000 Penalty: 2965.979004
	Iteration 1F: 3 clusters Score -899271.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -900108.625000 Penalty: 2965.979004
	Iteration 2F: 3 clusters Score -900108.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -901031.187500 Penalty: 2965.979004
	Iteration 3F: 3 clusters Score -901031.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -902125.000000 Penalty: 2965.979004
	Iteration 4F: 3 clusters Score -902125 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -903351.250000 Penalty: 2965.979004
	Iteration 5F: 3 clusters Score -903351.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -904129.437500 Penalty: 2965.979004
	Iteration 6F: 3 clusters Score -904129.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -904395.937500 Penalty: 2965.979004
	Iteration 7Q: 3 clusters Score -904395.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -904515.625000 Penalty: 2965.979004
	Iteration 8Q: 3 clusters Score -904515.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -904564.875000 Penalty: 2965.979004
	Iteration 9Q: 3 clusters Score -904564.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -904588.687500 Penalty: 2965.979004
	Iteration 10Q: 3 clusters Score -904588.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -904600.437500 Penalty: 2965.979004
	Iteration 11Q: 3 clusters Score -904600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -904603.312500 Penalty: 2965.979004
	Iteration 12Q: 3 clusters Score -904603.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -904607.250000 Penalty: 2965.979004
	Iteration 13Q: 3 clusters Score -904607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -904606.312500 Penalty: 2965.979004
	Iteration 14Q: 3 clusters Score -904606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -904607.562500 Penalty: 2965.979004
	Iteration 15Q: 3 clusters Score -904607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -904607.687500 Penalty: 2965.979004
	Iteration 16Q: 3 clusters Score -904607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -904607.937500 Penalty: 2965.979004
	Iteration 17Q: 3 clusters Score -904607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -904607.937500 Penalty: 2965.979004
	Iteration 18F: 3 clusters Score -904607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 4970 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 51764 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Entering Unmasked Estep 
Score: -54864304.000000 Penalty: 55899.371094
Splitting cluster 5 changes total score from -54841552.000000 to -54864304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -464935.937500 Penalty: 1383.065918
	Iteration 0F: 2 clusters Score -464935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -461076.687500 Penalty: 2766.131836
	Iteration 0F: 3 clusters Score -461076.7 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -462606.937500 Penalty: 2766.131836
	Iteration 1F: 3 clusters Score -462606.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -463327.093750 Penalty: 2766.131836
	Iteration 2F: 3 clusters Score -463327.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -463890.156250 Penalty: 2766.131836
	Iteration 3F: 3 clusters Score -463890.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -464201.562500 Penalty: 2766.131836
	Iteration 4F: 3 clusters Score -464201.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -464406.531250 Penalty: 2766.131836
	Iteration 5F: 3 clusters Score -464406.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -464577.312500 Penalty: 2766.131836
	Iteration 6Q: 3 clusters Score -464577.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -464774.843750 Penalty: 2766.131836
	Iteration 7Q: 3 clusters Score -464774.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -465029.375000 Penalty: 2766.131836
	Iteration 8Q: 3 clusters Score -465029.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -465209.593750 Penalty: 2766.131836
	Iteration 9Q: 3 clusters Score -465209.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -465348.656250 Penalty: 2766.131836
	Iteration 10Q: 3 clusters Score -465348.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -465475.687500 Penalty: 2766.131836
	Iteration 11Q: 3 clusters Score -465475.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -465593.593750 Penalty: 2766.131836
	Iteration 12Q: 3 clusters Score -465593.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -465668.218750 Penalty: 2766.131836
	Iteration 13Q: 3 clusters Score -465668.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -465726.531250 Penalty: 2766.131836
	Iteration 14Q: 3 clusters Score -465726.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -465778.812500 Penalty: 2766.131836
	Iteration 15Q: 3 clusters Score -465778.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -465859.156250 Penalty: 2766.131836
	Iteration 16Q: 3 clusters Score -465859.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -466014.562500 Penalty: 2766.131836
	Iteration 17Q: 3 clusters Score -466014.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -466131.437500 Penalty: 2766.131836
	Iteration 18Q: 3 clusters Score -466131.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -466200.125000 Penalty: 2766.131836
	Iteration 19Q: 3 clusters Score -466200.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -466225.062500 Penalty: 2766.131836
	Iteration 20F: 3 clusters Score -466225.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -466234.687500 Penalty: 2766.131836
	Iteration 21Q: 3 clusters Score -466234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -466240.062500 Penalty: 2766.131836
	Iteration 22Q: 3 clusters Score -466240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -466241.875000 Penalty: 2766.131836
	Iteration 23Q: 3 clusters Score -466241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -466242.562500 Penalty: 2766.131836
	Iteration 24Q: 3 clusters Score -466242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -466242.906250 Penalty: 2766.131836
	Iteration 25Q: 3 clusters Score -466242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -466242.906250 Penalty: 2766.131836
	Iteration 26F: 3 clusters Score -466242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 51764 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Entering Unmasked Estep 
Score: -54864876.000000 Penalty: 58049.347656
Splitting cluster 6 changes total score from -54841552.000000 to -54864876.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -231313.484375 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -231313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228997.187500 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -228997.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229465.734375 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -229465.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -229603.734375 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -229603.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229741.000000 Penalty: 2524.773193
	Iteration 3F: 3 clusters Score -229741 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229884.250000 Penalty: 2524.773193
	Iteration 4F: 3 clusters Score -229884.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -230025.609375 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -230025.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -230154.921875 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -230154.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -230293.140625 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -230293.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230413.937500 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -230413.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -230546.687500 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -230546.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -230687.000000 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -230687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -230775.375000 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -230775.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230827.453125 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -230827.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -230859.031250 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -230859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -230878.968750 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -230879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -230900.953125 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -230901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -230927.828125 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -230927.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -230947.687500 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -230947.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -230958.921875 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -230958.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -230966.671875 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -230966.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -230972.906250 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -230972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -230976.140625 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -230976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -230979.468750 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -230979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -230982.015625 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -230982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -230984.296875 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -230984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -230985.750000 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -230985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -230986.140625 Penalty: 2524.773193
	Iteration 26Q: 3 clusters Score -230986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -230987.109375 Penalty: 2524.773193
	Iteration 27Q: 3 clusters Score -230987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -230988.375000 Penalty: 2524.773193
	Iteration 28Q: 3 clusters Score -230988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -230988.515625 Penalty: 2524.773193
	Iteration 29Q: 3 clusters Score -230988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -230988.515625 Penalty: 2524.773193
	Iteration 30F: 3 clusters Score -230988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Entering Unmasked Estep 
Score: -5213259.000000 Penalty: 1763.848145
	Iteration 0F: 2 clusters Score -5213259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5178581.500000 Penalty: 3527.696289
	Iteration 0F: 3 clusters Score -5178582 nChanged 24410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5193034.000000 Penalty: 3527.696289
	Iteration 1F: 3 clusters Score -5193034 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5194256.500000 Penalty: 3527.696289
	Iteration 2F: 3 clusters Score -5194256 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5196229.500000 Penalty: 3527.696289
	Iteration 3F: 3 clusters Score -5196230 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5198856.500000 Penalty: 3527.696289
	Iteration 4F: 3 clusters Score -5198856 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -5201390.500000 Penalty: 3527.696289
	Iteration 5F: 3 clusters Score -5201390 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5203387.000000 Penalty: 3527.696289
	Iteration 6F: 3 clusters Score -5203387 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5204753.500000 Penalty: 3527.696289
	Iteration 7F: 3 clusters Score -5204754 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5205869.500000 Penalty: 3527.696289
	Iteration 8Q: 3 clusters Score -5205870 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -5206890.500000 Penalty: 3527.696289
	Iteration 9Q: 3 clusters Score -5206890 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5207882.000000 Penalty: 3527.696289
	Iteration 10Q: 3 clusters Score -5207882 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -5208780.000000 Penalty: 3527.696289
	Iteration 11Q: 3 clusters Score -5208780 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5209494.000000 Penalty: 3527.696289
	Iteration 12Q: 3 clusters Score -5209494 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -5210141.500000 Penalty: 3527.696289
	Iteration 13Q: 3 clusters Score -5210142 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5210661.000000 Penalty: 3527.696289
	Iteration 14Q: 3 clusters Score -5210661 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5211123.000000 Penalty: 3527.696289
	Iteration 15Q: 3 clusters Score -5211123 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -5211564.500000 Penalty: 3527.696289
	Iteration 16Q: 3 clusters Score -5211564 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -5211943.000000 Penalty: 3527.696289
	Iteration 17Q: 3 clusters Score -5211943 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -5212299.000000 Penalty: 3527.696289
	Iteration 18Q: 3 clusters Score -5212299 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5212650.500000 Penalty: 3527.696289
	Iteration 19Q: 3 clusters Score -5212650 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5212927.000000 Penalty: 3527.696289
	Iteration 20F: 3 clusters Score -5212927 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5213218.500000 Penalty: 3527.696289
	Iteration 21Q: 3 clusters Score -5213218 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -5213615.000000 Penalty: 3527.696289
	Iteration 22Q: 3 clusters Score -5213615 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5214074.000000 Penalty: 3527.696289
	Iteration 23Q: 3 clusters Score -5214074 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5214495.000000 Penalty: 3527.696289
	Iteration 24Q: 3 clusters Score -5214495 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5214790.000000 Penalty: 3527.696289
	Iteration 25Q: 3 clusters Score -5214790 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5214996.500000 Penalty: 3527.696289
	Iteration 26Q: 3 clusters Score -5214996 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -5215160.500000 Penalty: 3527.696289
	Iteration 27Q: 3 clusters Score -5215160 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5215330.000000 Penalty: 3527.696289
	Iteration 28Q: 3 clusters Score -5215330 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5215555.500000 Penalty: 3527.696289
	Iteration 29Q: 3 clusters Score -5215556 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -5215726.500000 Penalty: 3527.696289
	Iteration 30Q: 3 clusters Score -5215726 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5215939.500000 Penalty: 3527.696289
	Iteration 31Q: 3 clusters Score -5215940 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5216141.000000 Penalty: 3527.696289
	Iteration 32Q: 3 clusters Score -5216141 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5216255.500000 Penalty: 3527.696289
	Iteration 33Q: 3 clusters Score -5216256 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5216342.000000 Penalty: 3527.696289
	Iteration 34Q: 3 clusters Score -5216342 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5216406.000000 Penalty: 3527.696289
	Iteration 35Q: 3 clusters Score -5216406 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -5216451.000000 Penalty: 3527.696289
	Iteration 36Q: 3 clusters Score -5216451 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5216496.000000 Penalty: 3527.696289
	Iteration 37Q: 3 clusters Score -5216496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5216533.500000 Penalty: 3527.696289
	Iteration 38Q: 3 clusters Score -5216534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5216576.000000 Penalty: 3527.696289
	Iteration 39Q: 3 clusters Score -5216576 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -5216611.000000 Penalty: 3527.696289
	Iteration 40F: 3 clusters Score -5216611 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -5216641.500000 Penalty: 3527.696289
	Iteration 41Q: 3 clusters Score -5216642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -5216631.500000 Penalty: 3527.696289
	Iteration 42Q: 3 clusters Score -5216632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -5216640.000000 Penalty: 3527.696289
	Iteration 43Q: 3 clusters Score -5216640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5216650.500000 Penalty: 3527.696289
	Iteration 44Q: 3 clusters Score -5216650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5216650.500000 Penalty: 3527.696289
	Iteration 45Q: 3 clusters Score -5216650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -5216654.500000 Penalty: 3527.696289
	Iteration 46Q: 3 clusters Score -5216654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -5216649.500000 Penalty: 3527.696289
	Iteration 47Q: 3 clusters Score -5216650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5216643.500000 Penalty: 3527.696289
	Iteration 48Q: 3 clusters Score -5216644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5216666.000000 Penalty: 3527.696289
	Iteration 49Q: 3 clusters Score -5216666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5216678.000000 Penalty: 3527.696289
	Iteration 50Q: 3 clusters Score -5216678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5216672.500000 Penalty: 3527.696289
	Iteration 51Q: 3 clusters Score -5216672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5216674.500000 Penalty: 3527.696289
	Iteration 52Q: 3 clusters Score -5216674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5216681.000000 Penalty: 3527.696289
	Iteration 53Q: 3 clusters Score -5216681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5216680.500000 Penalty: 3527.696289
	Iteration 54Q: 3 clusters Score -5216680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5216680.500000 Penalty: 3527.696289
	Iteration 55Q: 3 clusters Score -5216680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5216677.000000 Penalty: 3527.696289
	Iteration 56Q: 3 clusters Score -5216677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5216669.000000 Penalty: 3527.696289
	Iteration 57Q: 3 clusters Score -5216669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5216677.000000 Penalty: 3527.696289
	Iteration 58Q: 3 clusters Score -5216677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5216680.500000 Penalty: 3527.696289
	Iteration 59Q: 3 clusters Score -5216680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5216672.000000 Penalty: 3527.696289
	Iteration 60F: 3 clusters Score -5216672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5216672.000000 Penalty: 3527.696289
	Iteration 61Q: 3 clusters Score -5216672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5216673.000000 Penalty: 3527.696289
	Iteration 62Q: 3 clusters Score -5216673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -5216674.500000 Penalty: 3527.696289
	Iteration 63Q: 3 clusters Score -5216674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5216679.500000 Penalty: 3527.696289
	Iteration 64Q: 3 clusters Score -5216680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -5216674.500000 Penalty: 3527.696289
	Iteration 65Q: 3 clusters Score -5216674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5216671.000000 Penalty: 3527.696289
	Iteration 66Q: 3 clusters Score -5216671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5216672.000000 Penalty: 3527.696289
	Iteration 67Q: 3 clusters Score -5216672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5216667.500000 Penalty: 3527.696289
	Iteration 68Q: 3 clusters Score -5216668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5216665.000000 Penalty: 3527.696289
	Iteration 69Q: 3 clusters Score -5216665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5216665.000000 Penalty: 3527.696289
	Iteration 70F: 3 clusters Score -5216665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Entering Unmasked Estep 
Score: -54867996.000000 Penalty: 60199.324219
Splitting cluster 9 changes total score from -54841552.000000 to -54867996.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -458766.718750 Penalty: 1373.989136
	Iteration 0F: 2 clusters Score -458766.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -455013.625000 Penalty: 2747.978271
	Iteration 0F: 3 clusters Score -455013.6 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -456663.781250 Penalty: 2747.978271
	Iteration 1F: 3 clusters Score -456663.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -458467.125000 Penalty: 2747.978271
	Iteration 2F: 3 clusters Score -458467.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -460186.750000 Penalty: 2747.978271
	Iteration 3F: 3 clusters Score -460186.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -460683.281250 Penalty: 2747.978271
	Iteration 4F: 3 clusters Score -460683.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -460930.468750 Penalty: 2747.978271
	Iteration 5Q: 3 clusters Score -460930.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -461044.875000 Penalty: 2747.978271
	Iteration 6Q: 3 clusters Score -461044.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -461095.656250 Penalty: 2747.978271
	Iteration 7Q: 3 clusters Score -461095.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -461114.968750 Penalty: 2747.978271
	Iteration 8Q: 3 clusters Score -461115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -461123.968750 Penalty: 2747.978271
	Iteration 9Q: 3 clusters Score -461124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -461129.312500 Penalty: 2747.978271
	Iteration 10Q: 3 clusters Score -461129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -461130.343750 Penalty: 2747.978271
	Iteration 11Q: 3 clusters Score -461130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -461131.187500 Penalty: 2747.978271
	Iteration 12Q: 3 clusters Score -461131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -461131.187500 Penalty: 2747.978271
	Iteration 13F: 3 clusters Score -461131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 35374 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Entering Unmasked Estep 
Score: -54869592.000000 Penalty: 62349.296875
Splitting cluster 11 changes total score from -54841552.000000 to -54869592.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (35374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Entering Unmasked Estep 
Score: -3537012.750000 Penalty: 1701.981445
	Iteration 0F: 2 clusters Score -3537013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3513427.250000 Penalty: 3403.962891
	Iteration 0F: 3 clusters Score -3513427 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3524537.000000 Penalty: 3403.962891
	Iteration 1F: 3 clusters Score -3524537 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3527277.250000 Penalty: 3403.962891
	Iteration 2F: 3 clusters Score -3527277 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3530517.000000 Penalty: 3403.962891
	Iteration 3F: 3 clusters Score -3530517 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3533527.500000 Penalty: 3403.962891
	Iteration 4F: 3 clusters Score -3533528 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3535900.000000 Penalty: 3403.962891
	Iteration 5F: 3 clusters Score -3535900 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3537386.750000 Penalty: 3403.962891
	Iteration 6F: 3 clusters Score -3537387 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3538216.000000 Penalty: 3403.962891
	Iteration 7Q: 3 clusters Score -3538216 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3538685.250000 Penalty: 3403.962891
	Iteration 8Q: 3 clusters Score -3538685 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3538978.750000 Penalty: 3403.962891
	Iteration 9Q: 3 clusters Score -3538979 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3539216.750000 Penalty: 3403.962891
	Iteration 10Q: 3 clusters Score -3539217 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3539419.500000 Penalty: 3403.962891
	Iteration 11Q: 3 clusters Score -3539420 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3539624.000000 Penalty: 3403.962891
	Iteration 12Q: 3 clusters Score -3539624 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3539845.500000 Penalty: 3403.962891
	Iteration 13Q: 3 clusters Score -3539846 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3540043.000000 Penalty: 3403.962891
	Iteration 14Q: 3 clusters Score -3540043 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3540228.750000 Penalty: 3403.962891
	Iteration 15Q: 3 clusters Score -3540229 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3540423.000000 Penalty: 3403.962891
	Iteration 16Q: 3 clusters Score -3540423 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3540640.250000 Penalty: 3403.962891
	Iteration 17Q: 3 clusters Score -3540640 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3540839.750000 Penalty: 3403.962891
	Iteration 18Q: 3 clusters Score -3540840 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3541043.250000 Penalty: 3403.962891
	Iteration 19Q: 3 clusters Score -3541043 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3541230.500000 Penalty: 3403.962891
	Iteration 20F: 3 clusters Score -3541230 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3541394.250000 Penalty: 3403.962891
	Iteration 21Q: 3 clusters Score -3541394 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3541555.500000 Penalty: 3403.962891
	Iteration 22Q: 3 clusters Score -3541556 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3541685.250000 Penalty: 3403.962891
	Iteration 23Q: 3 clusters Score -3541685 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3541791.000000 Penalty: 3403.962891
	Iteration 24Q: 3 clusters Score -3541791 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3541876.500000 Penalty: 3403.962891
	Iteration 25Q: 3 clusters Score -3541876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3541936.250000 Penalty: 3403.962891
	Iteration 26Q: 3 clusters Score -3541936 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3541996.250000 Penalty: 3403.962891
	Iteration 27Q: 3 clusters Score -3541996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3542028.750000 Penalty: 3403.962891
	Iteration 28Q: 3 clusters Score -3542029 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3542061.750000 Penalty: 3403.962891
	Iteration 29Q: 3 clusters Score -3542062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3542110.000000 Penalty: 3403.962891
	Iteration 30Q: 3 clusters Score -3542110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -3542144.250000 Penalty: 3403.962891
	Iteration 31Q: 3 clusters Score -3542144 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3542166.000000 Penalty: 3403.962891
	Iteration 32Q: 3 clusters Score -3542166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3542191.750000 Penalty: 3403.962891
	Iteration 33Q: 3 clusters Score -3542192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3542231.250000 Penalty: 3403.962891
	Iteration 34Q: 3 clusters Score -3542231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -3542272.000000 Penalty: 3403.962891
	Iteration 35Q: 3 clusters Score -3542272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3542291.750000 Penalty: 3403.962891
	Iteration 36Q: 3 clusters Score -3542292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3542323.750000 Penalty: 3403.962891
	Iteration 37Q: 3 clusters Score -3542324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3542352.500000 Penalty: 3403.962891
	Iteration 38Q: 3 clusters Score -3542352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3542363.500000 Penalty: 3403.962891
	Iteration 39Q: 3 clusters Score -3542364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3542378.500000 Penalty: 3403.962891
	Iteration 40F: 3 clusters Score -3542378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3542399.250000 Penalty: 3403.962891
	Iteration 41Q: 3 clusters Score -3542399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3542405.750000 Penalty: 3403.962891
	Iteration 42Q: 3 clusters Score -3542406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3542428.250000 Penalty: 3403.962891
	Iteration 43Q: 3 clusters Score -3542428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3542438.500000 Penalty: 3403.962891
	Iteration 44Q: 3 clusters Score -3542438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3542444.750000 Penalty: 3403.962891
	Iteration 45Q: 3 clusters Score -3542445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3542440.000000 Penalty: 3403.962891
	Iteration 46Q: 3 clusters Score -3542440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3542453.250000 Penalty: 3403.962891
	Iteration 47Q: 3 clusters Score -3542453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3542467.000000 Penalty: 3403.962891
	Iteration 48Q: 3 clusters Score -3542467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3542480.250000 Penalty: 3403.962891
	Iteration 49Q: 3 clusters Score -3542480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3542488.000000 Penalty: 3403.962891
	Iteration 50Q: 3 clusters Score -3542488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3542494.500000 Penalty: 3403.962891
	Iteration 51Q: 3 clusters Score -3542494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3542493.750000 Penalty: 3403.962891
	Iteration 52Q: 3 clusters Score -3542494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3542498.000000 Penalty: 3403.962891
	Iteration 53Q: 3 clusters Score -3542498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3542497.500000 Penalty: 3403.962891
	Iteration 54Q: 3 clusters Score -3542498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3542501.000000 Penalty: 3403.962891
	Iteration 55Q: 3 clusters Score -3542501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3542502.500000 Penalty: 3403.962891
	Iteration 56Q: 3 clusters Score -3542502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3542507.250000 Penalty: 3403.962891
	Iteration 57Q: 3 clusters Score -3542507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3542505.750000 Penalty: 3403.962891
	Iteration 58Q: 3 clusters Score -3542506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3542506.250000 Penalty: 3403.962891
	Iteration 59Q: 3 clusters Score -3542506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3542504.500000 Penalty: 3403.962891
	Iteration 60F: 3 clusters Score -3542504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3542511.250000 Penalty: 3403.962891
	Iteration 61Q: 3 clusters Score -3542511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3542510.250000 Penalty: 3403.962891
	Iteration 62Q: 3 clusters Score -3542510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3542514.750000 Penalty: 3403.962891
	Iteration 63Q: 3 clusters Score -3542515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3542516.500000 Penalty: 3403.962891
	Iteration 64Q: 3 clusters Score -3542516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3542516.500000 Penalty: 3403.962891
	Iteration 65Q: 3 clusters Score -3542516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3542514.750000 Penalty: 3403.962891
	Iteration 66Q: 3 clusters Score -3542515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3542516.000000 Penalty: 3403.962891
	Iteration 67Q: 3 clusters Score -3542516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3542515.750000 Penalty: 3403.962891
	Iteration 68Q: 3 clusters Score -3542516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3542515.750000 Penalty: 3403.962891
	Iteration 69F: 3 clusters Score -3542516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 15578 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Entering Unmasked Estep 
Score: -54874656.000000 Penalty: 64499.273438
Splitting cluster 12 changes total score from -54841552.000000 to -54874656.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (15578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Entering Unmasked Estep 
Score: -1595262.875000 Penalty: 1568.712402
	Iteration 0F: 2 clusters Score -1595263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1584633.500000 Penalty: 3137.424805
	Iteration 0F: 3 clusters Score -1584634 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1588470.875000 Penalty: 3137.424805
	Iteration 1F: 3 clusters Score -1588471 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1589007.875000 Penalty: 3137.424805
	Iteration 2F: 3 clusters Score -1589008 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1589691.125000 Penalty: 3137.424805
	Iteration 3F: 3 clusters Score -1589691 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1590554.625000 Penalty: 3137.424805
	Iteration 4F: 3 clusters Score -1590555 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1591620.875000 Penalty: 3137.424805
	Iteration 5F: 3 clusters Score -1591621 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1592712.875000 Penalty: 3137.424805
	Iteration 6F: 3 clusters Score -1592713 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1593965.625000 Penalty: 3137.424805
	Iteration 7F: 3 clusters Score -1593966 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1595289.500000 Penalty: 3137.424805
	Iteration 8F: 3 clusters Score -1595290 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1596104.000000 Penalty: 3137.424805
	Iteration 9Q: 3 clusters Score -1596104 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1596381.750000 Penalty: 3137.424805
	Iteration 10Q: 3 clusters Score -1596382 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1596482.125000 Penalty: 3137.424805
	Iteration 11Q: 3 clusters Score -1596482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1596545.625000 Penalty: 3137.424805
	Iteration 12Q: 3 clusters Score -1596546 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1596602.000000 Penalty: 3137.424805
	Iteration 13Q: 3 clusters Score -1596602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1596660.875000 Penalty: 3137.424805
	Iteration 14Q: 3 clusters Score -1596661 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1596726.625000 Penalty: 3137.424805
	Iteration 15Q: 3 clusters Score -1596727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1596806.875000 Penalty: 3137.424805
	Iteration 16Q: 3 clusters Score -1596807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1596951.250000 Penalty: 3137.424805
	Iteration 17Q: 3 clusters Score -1596951 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1597201.250000 Penalty: 3137.424805
	Iteration 18Q: 3 clusters Score -1597201 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1597568.875000 Penalty: 3137.424805
	Iteration 19Q: 3 clusters Score -1597569 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1597968.000000 Penalty: 3137.424805
	Iteration 20F: 3 clusters Score -1597968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1598179.375000 Penalty: 3137.424805
	Iteration 21Q: 3 clusters Score -1598179 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1598240.875000 Penalty: 3137.424805
	Iteration 22Q: 3 clusters Score -1598241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1598269.625000 Penalty: 3137.424805
	Iteration 23Q: 3 clusters Score -1598270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1598287.375000 Penalty: 3137.424805
	Iteration 24Q: 3 clusters Score -1598287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1598294.500000 Penalty: 3137.424805
	Iteration 25Q: 3 clusters Score -1598294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1598300.250000 Penalty: 3137.424805
	Iteration 26Q: 3 clusters Score -1598300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1598308.500000 Penalty: 3137.424805
	Iteration 27Q: 3 clusters Score -1598308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1598317.125000 Penalty: 3137.424805
	Iteration 28Q: 3 clusters Score -1598317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1598318.875000 Penalty: 3137.424805
	Iteration 29Q: 3 clusters Score -1598319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1598321.250000 Penalty: 3137.424805
	Iteration 30Q: 3 clusters Score -1598321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1598319.375000 Penalty: 3137.424805
	Iteration 31Q: 3 clusters Score -1598319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1598322.250000 Penalty: 3137.424805
	Iteration 32Q: 3 clusters Score -1598322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1598321.875000 Penalty: 3137.424805
	Iteration 33Q: 3 clusters Score -1598322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1598322.500000 Penalty: 3137.424805
	Iteration 34Q: 3 clusters Score -1598322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1598322.750000 Penalty: 3137.424805
	Iteration 35Q: 3 clusters Score -1598323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1598322.750000 Penalty: 3137.424805
	Iteration 36F: 3 clusters Score -1598323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Entering Unmasked Estep 
Score: -54877016.000000 Penalty: 66649.250000
Splitting cluster 13 changes total score from -54841552.000000 to -54877016.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (7770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Entering Unmasked Estep 
Score: -795057.750000 Penalty: 1455.679077
	Iteration 0F: 2 clusters Score -795057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -789349.062500 Penalty: 2911.358154
	Iteration 0F: 3 clusters Score -789349.1 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -791248.812500 Penalty: 2911.358154
	Iteration 1F: 3 clusters Score -791248.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -791645.187500 Penalty: 2911.358154
	Iteration 2F: 3 clusters Score -791645.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -791968.625000 Penalty: 2911.358154
	Iteration 3F: 3 clusters Score -791968.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -792193.750000 Penalty: 2911.358154
	Iteration 4F: 3 clusters Score -792193.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -792363.500000 Penalty: 2911.358154
	Iteration 5Q: 3 clusters Score -792363.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -792522.375000 Penalty: 2911.358154
	Iteration 6Q: 3 clusters Score -792522.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -792651.187500 Penalty: 2911.358154
	Iteration 7Q: 3 clusters Score -792651.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -792776.937500 Penalty: 2911.358154
	Iteration 8Q: 3 clusters Score -792776.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -792905.625000 Penalty: 2911.358154
	Iteration 9Q: 3 clusters Score -792905.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -793035.000000 Penalty: 2911.358154
	Iteration 10Q: 3 clusters Score -793035 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -793173.187500 Penalty: 2911.358154
	Iteration 11Q: 3 clusters Score -793173.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -793319.062500 Penalty: 2911.358154
	Iteration 12Q: 3 clusters Score -793319.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -793451.875000 Penalty: 2911.358154
	Iteration 13Q: 3 clusters Score -793451.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -793588.500000 Penalty: 2911.358154
	Iteration 14Q: 3 clusters Score -793588.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -793709.625000 Penalty: 2911.358154
	Iteration 15Q: 3 clusters Score -793709.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -793838.125000 Penalty: 2911.358154
	Iteration 16Q: 3 clusters Score -793838.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -793953.562500 Penalty: 2911.358154
	Iteration 17Q: 3 clusters Score -793953.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -794073.250000 Penalty: 2911.358154
	Iteration 18Q: 3 clusters Score -794073.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -794197.937500 Penalty: 2911.358154
	Iteration 19Q: 3 clusters Score -794197.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -794328.937500 Penalty: 2911.358154
	Iteration 20F: 3 clusters Score -794328.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -794428.562500 Penalty: 2911.358154
	Iteration 21Q: 3 clusters Score -794428.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -794517.875000 Penalty: 2911.358154
	Iteration 22Q: 3 clusters Score -794517.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -794573.375000 Penalty: 2911.358154
	Iteration 23Q: 3 clusters Score -794573.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -794616.250000 Penalty: 2911.358154
	Iteration 24Q: 3 clusters Score -794616.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -794639.750000 Penalty: 2911.358154
	Iteration 25Q: 3 clusters Score -794639.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -794653.250000 Penalty: 2911.358154
	Iteration 26Q: 3 clusters Score -794653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -794654.875000 Penalty: 2911.358154
	Iteration 27Q: 3 clusters Score -794654.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -794657.125000 Penalty: 2911.358154
	Iteration 28Q: 3 clusters Score -794657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -794657.062500 Penalty: 2911.358154
	Iteration 29Q: 3 clusters Score -794657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -794657.812500 Penalty: 2911.358154
	Iteration 30Q: 3 clusters Score -794657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -794659.062500 Penalty: 2911.358154
	Iteration 31Q: 3 clusters Score -794659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -794659.625000 Penalty: 2911.358154
	Iteration 32Q: 3 clusters Score -794659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -794659.750000 Penalty: 2911.358154
	Iteration 33Q: 3 clusters Score -794659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -794659.750000 Penalty: 2911.358154
	Iteration 34F: 3 clusters Score -794659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -237062.171875 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -237062.2 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 1235 members 
Entering Unmasked Estep 
Score: -234662.437500 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -234662.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -235161.078125 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -235161.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -235301.890625 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -235301.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -235394.250000 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -235394.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -235487.500000 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -235487.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -235608.703125 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -235608.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -235741.796875 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -235741.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -235883.687500 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -235883.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -236010.468750 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -236010.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -236093.984375 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -236094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -236143.000000 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -236143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236168.734375 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -236168.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -236185.000000 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -236185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -236199.109375 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -236199.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -236210.328125 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -236210.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -236219.890625 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -236219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -236224.093750 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -236224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -236229.359375 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -236229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -236235.484375 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -236235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -236239.968750 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -236240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -236245.875000 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -236245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -236248.890625 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -236248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -236251.953125 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -236252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -236253.328125 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -236253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -236253.562500 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -236253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -236254.625000 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -236254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -236255.234375 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -236255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -236256.609375 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -236256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -236258.031250 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -236258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -236259.671875 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -236259.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -236260.375000 Penalty: 2539.154297
	Iteration 30Q: 3 clusters Score -236260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -236261.406250 Penalty: 2539.154297
	Iteration 31Q: 3 clusters Score -236261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236261.312500 Penalty: 2539.154297
	Iteration 32Q: 3 clusters Score -236261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -236261.312500 Penalty: 2539.154297
	Iteration 33F: 3 clusters Score -236261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Entering Unmasked Estep 
Score: -1624347.875000 Penalty: 1578.400635
	Iteration 0F: 2 clusters Score -1624348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1613025.500000 Penalty: 3156.801270
	Iteration 0F: 3 clusters Score -1613026 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1617597.625000 Penalty: 3156.801270
	Iteration 1F: 3 clusters Score -1617598 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1618786.125000 Penalty: 3156.801270
	Iteration 2F: 3 clusters Score -1618786 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1620202.625000 Penalty: 3156.801270
	Iteration 3F: 3 clusters Score -1620203 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1621470.000000 Penalty: 3156.801270
	Iteration 4F: 3 clusters Score -1621470 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1622264.625000 Penalty: 3156.801270
	Iteration 5F: 3 clusters Score -1622265 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1622629.875000 Penalty: 3156.801270
	Iteration 6Q: 3 clusters Score -1622630 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1622823.750000 Penalty: 3156.801270
	Iteration 7Q: 3 clusters Score -1622824 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1622948.125000 Penalty: 3156.801270
	Iteration 8Q: 3 clusters Score -1622948 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1623025.500000 Penalty: 3156.801270
	Iteration 9Q: 3 clusters Score -1623026 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1623097.250000 Penalty: 3156.801270
	Iteration 10Q: 3 clusters Score -1623097 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1623156.625000 Penalty: 3156.801270
	Iteration 11Q: 3 clusters Score -1623157 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1623210.625000 Penalty: 3156.801270
	Iteration 12Q: 3 clusters Score -1623211 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1623258.500000 Penalty: 3156.801270
	Iteration 13Q: 3 clusters Score -1623258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1623299.125000 Penalty: 3156.801270
	Iteration 14Q: 3 clusters Score -1623299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1623336.375000 Penalty: 3156.801270
	Iteration 15Q: 3 clusters Score -1623336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1623363.875000 Penalty: 3156.801270
	Iteration 16Q: 3 clusters Score -1623364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1623392.250000 Penalty: 3156.801270
	Iteration 17Q: 3 clusters Score -1623392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1623422.250000 Penalty: 3156.801270
	Iteration 18Q: 3 clusters Score -1623422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1623451.375000 Penalty: 3156.801270
	Iteration 19Q: 3 clusters Score -1623451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1623508.125000 Penalty: 3156.801270
	Iteration 20F: 3 clusters Score -1623508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1623564.250000 Penalty: 3156.801270
	Iteration 21Q: 3 clusters Score -1623564 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1623604.125000 Penalty: 3156.801270
	Iteration 22Q: 3 clusters Score -1623604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1623639.875000 Penalty: 3156.801270
	Iteration 23Q: 3 clusters Score -1623640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1623682.500000 Penalty: 3156.801270
	Iteration 24Q: 3 clusters Score -1623682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1623705.375000 Penalty: 3156.801270
	Iteration 25Q: 3 clusters Score -1623705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1623745.000000 Penalty: 3156.801270
	Iteration 26Q: 3 clusters Score -1623745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1623782.250000 Penalty: 3156.801270
	Iteration 27Q: 3 clusters Score -1623782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1623829.500000 Penalty: 3156.801270
	Iteration 28Q: 3 clusters Score -1623830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1623892.000000 Penalty: 3156.801270
	Iteration 29Q: 3 clusters Score -1623892 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1623978.125000 Penalty: 3156.801270
	Iteration 30Q: 3 clusters Score -1623978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1624059.250000 Penalty: 3156.801270
	Iteration 31Q: 3 clusters Score -1624059 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1624152.000000 Penalty: 3156.801270
	Iteration 32Q: 3 clusters Score -1624152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1624248.250000 Penalty: 3156.801270
	Iteration 33Q: 3 clusters Score -1624248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1624311.875000 Penalty: 3156.801270
	Iteration 34Q: 3 clusters Score -1624312 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1624363.250000 Penalty: 3156.801270
	Iteration 35Q: 3 clusters Score -1624363 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1624396.000000 Penalty: 3156.801270
	Iteration 36Q: 3 clusters Score -1624396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1624419.375000 Penalty: 3156.801270
	Iteration 37Q: 3 clusters Score -1624419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1624437.625000 Penalty: 3156.801270
	Iteration 38Q: 3 clusters Score -1624438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1624448.875000 Penalty: 3156.801270
	Iteration 39Q: 3 clusters Score -1624449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1624461.250000 Penalty: 3156.801270
	Iteration 40F: 3 clusters Score -1624461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1624473.500000 Penalty: 3156.801270
	Iteration 41Q: 3 clusters Score -1624474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1624471.500000 Penalty: 3156.801270
	Iteration 42Q: 3 clusters Score -1624472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1624483.125000 Penalty: 3156.801270
	Iteration 43Q: 3 clusters Score -1624483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1624480.125000 Penalty: 3156.801270
	Iteration 44Q: 3 clusters Score -1624480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1624486.625000 Penalty: 3156.801270
	Iteration 45Q: 3 clusters Score -1624487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1624491.500000 Penalty: 3156.801270
	Iteration 46Q: 3 clusters Score -1624492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1624490.625000 Penalty: 3156.801270
	Iteration 47Q: 3 clusters Score -1624491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1624490.375000 Penalty: 3156.801270
	Iteration 48Q: 3 clusters Score -1624490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1624495.125000 Penalty: 3156.801270
	Iteration 49Q: 3 clusters Score -1624495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1624497.125000 Penalty: 3156.801270
	Iteration 50Q: 3 clusters Score -1624497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1624503.125000 Penalty: 3156.801270
	Iteration 51Q: 3 clusters Score -1624503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1624503.125000 Penalty: 3156.801270
	Iteration 52F: 3 clusters Score -1624503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 5512 members 
Entering Unmasked Estep 
Score: -54876652.000000 Penalty: 68799.226562
Splitting cluster 16 changes total score from -54841552.000000 to -54876652.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (53871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Entering Unmasked Estep 
Score: -5565839.000000 Penalty: 1770.331421
	Iteration 0F: 2 clusters Score -5565839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5529854.500000 Penalty: 3540.662842
	Iteration 0F: 3 clusters Score -5529854 nChanged 25358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5544411.500000 Penalty: 3540.662842
	Iteration 1F: 3 clusters Score -5544412 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5545146.000000 Penalty: 3540.662842
	Iteration 2Q: 3 clusters Score -5545146 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5546054.000000 Penalty: 3540.662842
	Iteration 3Q: 3 clusters Score -5546054 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -5547187.000000 Penalty: 3540.662842
	Iteration 4Q: 3 clusters Score -5547187 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -5548803.500000 Penalty: 3540.662842
	Iteration 5F: 3 clusters Score -5548804 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5550941.000000 Penalty: 3540.662842
	Iteration 6F: 3 clusters Score -5550941 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -5553537.500000 Penalty: 3540.662842
	Iteration 7F: 3 clusters Score -5553538 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5556435.000000 Penalty: 3540.662842
	Iteration 8F: 3 clusters Score -5556435 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5558714.000000 Penalty: 3540.662842
	Iteration 9F: 3 clusters Score -5558714 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5560107.000000 Penalty: 3540.662842
	Iteration 10Q: 3 clusters Score -5560107 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -5560792.500000 Penalty: 3540.662842
	Iteration 11Q: 3 clusters Score -5560792 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5561257.500000 Penalty: 3540.662842
	Iteration 12Q: 3 clusters Score -5561258 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -5561624.000000 Penalty: 3540.662842
	Iteration 13Q: 3 clusters Score -5561624 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -5561932.500000 Penalty: 3540.662842
	Iteration 14Q: 3 clusters Score -5561932 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -5562211.000000 Penalty: 3540.662842
	Iteration 15Q: 3 clusters Score -5562211 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -5562455.500000 Penalty: 3540.662842
	Iteration 16Q: 3 clusters Score -5562456 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -5562662.500000 Penalty: 3540.662842
	Iteration 17Q: 3 clusters Score -5562662 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -5562827.500000 Penalty: 3540.662842
	Iteration 18Q: 3 clusters Score -5562828 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -5563012.500000 Penalty: 3540.662842
	Iteration 19Q: 3 clusters Score -5563012 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -5563165.500000 Penalty: 3540.662842
	Iteration 20F: 3 clusters Score -5563166 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -5563345.500000 Penalty: 3540.662842
	Iteration 21Q: 3 clusters Score -5563346 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -5563484.500000 Penalty: 3540.662842
	Iteration 22Q: 3 clusters Score -5563484 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -5563616.500000 Penalty: 3540.662842
	Iteration 23Q: 3 clusters Score -5563616 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -5563717.500000 Penalty: 3540.662842
	Iteration 24Q: 3 clusters Score -5563718 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -5563839.000000 Penalty: 3540.662842
	Iteration 25Q: 3 clusters Score -5563839 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -5563953.500000 Penalty: 3540.662842
	Iteration 26Q: 3 clusters Score -5563954 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -5564070.500000 Penalty: 3540.662842
	Iteration 27Q: 3 clusters Score -5564070 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -5564177.500000 Penalty: 3540.662842
	Iteration 28Q: 3 clusters Score -5564178 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -5564259.000000 Penalty: 3540.662842
	Iteration 29Q: 3 clusters Score -5564259 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -5564355.000000 Penalty: 3540.662842
	Iteration 30Q: 3 clusters Score -5564355 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -5564453.500000 Penalty: 3540.662842
	Iteration 31Q: 3 clusters Score -5564454 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -5564560.000000 Penalty: 3540.662842
	Iteration 32Q: 3 clusters Score -5564560 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -5564643.500000 Penalty: 3540.662842
	Iteration 33Q: 3 clusters Score -5564644 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -5564729.000000 Penalty: 3540.662842
	Iteration 34Q: 3 clusters Score -5564729 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -5564789.000000 Penalty: 3540.662842
	Iteration 35Q: 3 clusters Score -5564789 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -5564850.000000 Penalty: 3540.662842
	Iteration 36Q: 3 clusters Score -5564850 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -5564920.000000 Penalty: 3540.662842
	Iteration 37Q: 3 clusters Score -5564920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -5564973.000000 Penalty: 3540.662842
	Iteration 38Q: 3 clusters Score -5564973 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -5565017.500000 Penalty: 3540.662842
	Iteration 39Q: 3 clusters Score -5565018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -5565068.500000 Penalty: 3540.662842
	Iteration 40F: 3 clusters Score -5565068 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -5565147.000000 Penalty: 3540.662842
	Iteration 41Q: 3 clusters Score -5565147 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -5565194.000000 Penalty: 3540.662842
	Iteration 42Q: 3 clusters Score -5565194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -5565220.500000 Penalty: 3540.662842
	Iteration 43Q: 3 clusters Score -5565220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -5565249.000000 Penalty: 3540.662842
	Iteration 44Q: 3 clusters Score -5565249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -5565257.000000 Penalty: 3540.662842
	Iteration 45Q: 3 clusters Score -5565257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -5565268.000000 Penalty: 3540.662842
	Iteration 46Q: 3 clusters Score -5565268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -5565292.500000 Penalty: 3540.662842
	Iteration 47Q: 3 clusters Score -5565292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -5565291.500000 Penalty: 3540.662842
	Iteration 48Q: 3 clusters Score -5565292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -5565304.000000 Penalty: 3540.662842
	Iteration 49Q: 3 clusters Score -5565304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -5565314.000000 Penalty: 3540.662842
	Iteration 50Q: 3 clusters Score -5565314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -5565308.000000 Penalty: 3540.662842
	Iteration 51Q: 3 clusters Score -5565308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -5565318.000000 Penalty: 3540.662842
	Iteration 52Q: 3 clusters Score -5565318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -5565315.000000 Penalty: 3540.662842
	Iteration 53Q: 3 clusters Score -5565315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -5565317.000000 Penalty: 3540.662842
	Iteration 54Q: 3 clusters Score -5565317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -5565317.500000 Penalty: 3540.662842
	Iteration 55Q: 3 clusters Score -5565318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -5565321.000000 Penalty: 3540.662842
	Iteration 56Q: 3 clusters Score -5565321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -5565321.000000 Penalty: 3540.662842
	Iteration 57Q: 3 clusters Score -5565321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -5565321.500000 Penalty: 3540.662842
	Iteration 58Q: 3 clusters Score -5565322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -5565323.500000 Penalty: 3540.662842
	Iteration 59Q: 3 clusters Score -5565324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -5565326.500000 Penalty: 3540.662842
	Iteration 60F: 3 clusters Score -5565326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -5565331.000000 Penalty: 3540.662842
	Iteration 61Q: 3 clusters Score -5565331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5565326.500000 Penalty: 3540.662842
	Iteration 62Q: 3 clusters Score -5565326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5565332.000000 Penalty: 3540.662842
	Iteration 63Q: 3 clusters Score -5565332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -5565330.000000 Penalty: 3540.662842
	Iteration 64Q: 3 clusters Score -5565330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -5565325.000000 Penalty: 3540.662842
	Iteration 65Q: 3 clusters Score -5565325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -5565328.500000 Penalty: 3540.662842
	Iteration 66Q: 3 clusters Score -5565328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -5565328.000000 Penalty: 3540.662842
	Iteration 67Q: 3 clusters Score -5565328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -5565329.500000 Penalty: 3540.662842
	Iteration 68Q: 3 clusters Score -5565330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -5565332.000000 Penalty: 3540.662842
	Iteration 69Q: 3 clusters Score -5565332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -5565335.000000 Penalty: 3540.662842
	Iteration 70Q: 3 clusters Score -5565335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -5565329.500000 Penalty: 3540.662842
	Iteration 71Q: 3 clusters Score -5565330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -5565332.000000 Penalty: 3540.662842
	Iteration 72Q: 3 clusters Score -5565332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -5565334.500000 Penalty: 3540.662842
	Iteration 73Q: 3 clusters Score -5565334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -5565333.000000 Penalty: 3540.662842
	Iteration 74Q: 3 clusters Score -5565333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5565331.500000 Penalty: 3540.662842
	Iteration 75Q: 3 clusters Score -5565332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5565332.000000 Penalty: 3540.662842
	Iteration 76Q: 3 clusters Score -5565332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5565332.000000 Penalty: 3540.662842
	Iteration 77F: 3 clusters Score -5565332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Entering Unmasked Estep 
Score: -7946609.500000 Penalty: 1824.290405
	Iteration 0F: 2 clusters Score -7946610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -7896555.500000 Penalty: 3648.580811
	Iteration 0F: 3 clusters Score -7896556 nChanged 35497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -7917131.000000 Penalty: 3648.580811
	Iteration 1F: 3 clusters Score -7917131 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -7918036.500000 Penalty: 3648.580811
	Iteration 2Q: 3 clusters Score -7918036 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7919616.500000 Penalty: 3648.580811
	Iteration 3Q: 3 clusters Score -7919616 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -7922104.500000 Penalty: 3648.580811
	Iteration 4F: 3 clusters Score -7922104 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -7925689.500000 Penalty: 3648.580811
	Iteration 5F: 3 clusters Score -7925690 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -7930014.500000 Penalty: 3648.580811
	Iteration 6F: 3 clusters Score -7930014 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -7934364.000000 Penalty: 3648.580811
	Iteration 7F: 3 clusters Score -7934364 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7938080.000000 Penalty: 3648.580811
	Iteration 8F: 3 clusters Score -7938080 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7941366.000000 Penalty: 3648.580811
	Iteration 9Q: 3 clusters Score -7941366 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -7943649.000000 Penalty: 3648.580811
	Iteration 10Q: 3 clusters Score -7943649 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -7944581.000000 Penalty: 3648.580811
	Iteration 11Q: 3 clusters Score -7944581 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7944925.000000 Penalty: 3648.580811
	Iteration 12Q: 3 clusters Score -7944925 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7945109.500000 Penalty: 3648.580811
	Iteration 13Q: 3 clusters Score -7945110 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7945174.000000 Penalty: 3648.580811
	Iteration 14Q: 3 clusters Score -7945174 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7945252.500000 Penalty: 3648.580811
	Iteration 15Q: 3 clusters Score -7945252 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -7945277.500000 Penalty: 3648.580811
	Iteration 16Q: 3 clusters Score -7945278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7945316.000000 Penalty: 3648.580811
	Iteration 17Q: 3 clusters Score -7945316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -7945328.000000 Penalty: 3648.580811
	Iteration 18Q: 3 clusters Score -7945328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7945363.000000 Penalty: 3648.580811
	Iteration 19Q: 3 clusters Score -7945363 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7945401.500000 Penalty: 3648.580811
	Iteration 20F: 3 clusters Score -7945402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7945444.500000 Penalty: 3648.580811
	Iteration 21Q: 3 clusters Score -7945444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7945465.500000 Penalty: 3648.580811
	Iteration 22Q: 3 clusters Score -7945466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7945482.500000 Penalty: 3648.580811
	Iteration 23Q: 3 clusters Score -7945482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7945512.000000 Penalty: 3648.580811
	Iteration 24Q: 3 clusters Score -7945512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7945523.500000 Penalty: 3648.580811
	Iteration 25Q: 3 clusters Score -7945524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7945528.000000 Penalty: 3648.580811
	Iteration 26Q: 3 clusters Score -7945528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7945554.500000 Penalty: 3648.580811
	Iteration 27Q: 3 clusters Score -7945554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7945550.000000 Penalty: 3648.580811
	Iteration 28Q: 3 clusters Score -7945550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7945560.000000 Penalty: 3648.580811
	Iteration 29Q: 3 clusters Score -7945560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7945559.500000 Penalty: 3648.580811
	Iteration 30Q: 3 clusters Score -7945560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7945570.500000 Penalty: 3648.580811
	Iteration 31Q: 3 clusters Score -7945570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7945573.000000 Penalty: 3648.580811
	Iteration 32Q: 3 clusters Score -7945573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72296 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7945583.000000 Penalty: 3648.580811
	Iteration 33Q: 3 clusters Score -7945583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7945586.500000 Penalty: 3648.580811
	Iteration 34Q: 3 clusters Score -7945586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7945581.000000 Penalty: 3648.580811
	Iteration 35Q: 3 clusters Score -7945581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7945581.000000 Penalty: 3648.580811
	Iteration 36Q: 3 clusters Score -7945581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7945579.000000 Penalty: 3648.580811
	Iteration 37Q: 3 clusters Score -7945579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7945584.500000 Penalty: 3648.580811
	Iteration 38Q: 3 clusters Score -7945584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7945580.500000 Penalty: 3648.580811
	Iteration 39Q: 3 clusters Score -7945580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7945586.000000 Penalty: 3648.580811
	Iteration 40F: 3 clusters Score -7945586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7945590.000000 Penalty: 3648.580811
	Iteration 41Q: 3 clusters Score -7945590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7945597.000000 Penalty: 3648.580811
	Iteration 42Q: 3 clusters Score -7945597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7945597.500000 Penalty: 3648.580811
	Iteration 43Q: 3 clusters Score -7945598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7945598.500000 Penalty: 3648.580811
	Iteration 44Q: 3 clusters Score -7945598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7945600.500000 Penalty: 3648.580811
	Iteration 45Q: 3 clusters Score -7945600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7945602.500000 Penalty: 3648.580811
	Iteration 46Q: 3 clusters Score -7945602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7945597.500000 Penalty: 3648.580811
	Iteration 47Q: 3 clusters Score -7945598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7945602.500000 Penalty: 3648.580811
	Iteration 48Q: 3 clusters Score -7945602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7945603.000000 Penalty: 3648.580811
	Iteration 49Q: 3 clusters Score -7945603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7945606.000000 Penalty: 3648.580811
	Iteration 50Q: 3 clusters Score -7945606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7945613.500000 Penalty: 3648.580811
	Iteration 51Q: 3 clusters Score -7945614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7945609.000000 Penalty: 3648.580811
	Iteration 52Q: 3 clusters Score -7945609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7945608.000000 Penalty: 3648.580811
	Iteration 53Q: 3 clusters Score -7945608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7945610.500000 Penalty: 3648.580811
	Iteration 54Q: 3 clusters Score -7945610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7945620.500000 Penalty: 3648.580811
	Iteration 55Q: 3 clusters Score -7945620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7945605.500000 Penalty: 3648.580811
	Iteration 56Q: 3 clusters Score -7945606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7945620.000000 Penalty: 3648.580811
	Iteration 57Q: 3 clusters Score -7945620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7945624.000000 Penalty: 3648.580811
	Iteration 58Q: 3 clusters Score -7945624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7945628.500000 Penalty: 3648.580811
	Iteration 59Q: 3 clusters Score -7945628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7945624.500000 Penalty: 3648.580811
	Iteration 60F: 3 clusters Score -7945624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7945625.500000 Penalty: 3648.580811
	Iteration 61Q: 3 clusters Score -7945626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7945629.500000 Penalty: 3648.580811
	Iteration 62Q: 3 clusters Score -7945630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7945627.000000 Penalty: 3648.580811
	Iteration 63Q: 3 clusters Score -7945627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7945625.500000 Penalty: 3648.580811
	Iteration 64Q: 3 clusters Score -7945626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7945624.000000 Penalty: 3648.580811
	Iteration 65Q: 3 clusters Score -7945624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7945626.500000 Penalty: 3648.580811
	Iteration 66Q: 3 clusters Score -7945626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7945622.500000 Penalty: 3648.580811
	Iteration 67Q: 3 clusters Score -7945622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7945622.500000 Penalty: 3648.580811
	Iteration 68F: 3 clusters Score -7945622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Entering Unmasked Estep 
Score: -515595.375000 Penalty: 1393.021240
	Iteration 0F: 2 clusters Score -515595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -511444.281250 Penalty: 2786.042480
	Iteration 0F: 3 clusters Score -511444.3 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -512600.750000 Penalty: 2786.042480
	Iteration 1F: 3 clusters Score -512600.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -512800.625000 Penalty: 2786.042480
	Iteration 2F: 3 clusters Score -512800.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -512985.312500 Penalty: 2786.042480
	Iteration 3F: 3 clusters Score -512985.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -513203.093750 Penalty: 2786.042480
	Iteration 4F: 3 clusters Score -513203.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -513429.687500 Penalty: 2786.042480
	Iteration 5F: 3 clusters Score -513429.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -513674.625000 Penalty: 2786.042480
	Iteration 6F: 3 clusters Score -513674.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -513887.656250 Penalty: 2786.042480
	Iteration 7Q: 3 clusters Score -513887.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -514069.687500 Penalty: 2786.042480
	Iteration 8Q: 3 clusters Score -514069.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -514241.437500 Penalty: 2786.042480
	Iteration 9Q: 3 clusters Score -514241.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -514401.656250 Penalty: 2786.042480
	Iteration 10Q: 3 clusters Score -514401.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -514491.500000 Penalty: 2786.042480
	Iteration 11Q: 3 clusters Score -514491.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -514544.062500 Penalty: 2786.042480
	Iteration 12Q: 3 clusters Score -514544.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -514573.625000 Penalty: 2786.042480
	Iteration 13Q: 3 clusters Score -514573.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -514594.750000 Penalty: 2786.042480
	Iteration 14Q: 3 clusters Score -514594.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -514604.000000 Penalty: 2786.042480
	Iteration 15Q: 3 clusters Score -514604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -514609.781250 Penalty: 2786.042480
	Iteration 16Q: 3 clusters Score -514609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -514614.750000 Penalty: 2786.042480
	Iteration 17Q: 3 clusters Score -514614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -514619.750000 Penalty: 2786.042480
	Iteration 18Q: 3 clusters Score -514619.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -514624.625000 Penalty: 2786.042480
	Iteration 19Q: 3 clusters Score -514624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -514628.031250 Penalty: 2786.042480
	Iteration 20F: 3 clusters Score -514628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -514630.562500 Penalty: 2786.042480
	Iteration 21Q: 3 clusters Score -514630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -514630.093750 Penalty: 2786.042480
	Iteration 22Q: 3 clusters Score -514630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -514630.156250 Penalty: 2786.042480
	Iteration 23Q: 3 clusters Score -514630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -514630.156250 Penalty: 2786.042480
	Iteration 24F: 3 clusters Score -514630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Entering Unmasked Estep 
Score: -895540.625000 Penalty: 1479.685669
	Iteration 0F: 2 clusters Score -895540.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -888995.625000 Penalty: 2959.371338
	Iteration 0F: 3 clusters Score -888995.6 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -891434.250000 Penalty: 2959.371338
	Iteration 1F: 3 clusters Score -891434.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -892272.312500 Penalty: 2959.371338
	Iteration 2F: 3 clusters Score -892272.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -893577.687500 Penalty: 2959.371338
	Iteration 3F: 3 clusters Score -893577.7 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -894730.687500 Penalty: 2959.371338
	Iteration 4F: 3 clusters Score -894730.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -895489.437500 Penalty: 2959.371338
	Iteration 5F: 3 clusters Score -895489.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -896033.375000 Penalty: 2959.371338
	Iteration 6Q: 3 clusters Score -896033.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -896382.500000 Penalty: 2959.371338
	Iteration 7Q: 3 clusters Score -896382.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -896537.500000 Penalty: 2959.371338
	Iteration 8Q: 3 clusters Score -896537.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -896612.437500 Penalty: 2959.371338
	Iteration 9Q: 3 clusters Score -896612.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -896654.625000 Penalty: 2959.371338
	Iteration 10Q: 3 clusters Score -896654.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -896673.125000 Penalty: 2959.371338
	Iteration 11Q: 3 clusters Score -896673.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -896679.375000 Penalty: 2959.371338
	Iteration 12Q: 3 clusters Score -896679.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -896683.000000 Penalty: 2959.371338
	Iteration 13Q: 3 clusters Score -896683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -896684.375000 Penalty: 2959.371338
	Iteration 14Q: 3 clusters Score -896684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -896686.187500 Penalty: 2959.371338
	Iteration 15Q: 3 clusters Score -896686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -896688.500000 Penalty: 2959.371338
	Iteration 16Q: 3 clusters Score -896688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -896689.187500 Penalty: 2959.371338
	Iteration 17Q: 3 clusters Score -896689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -896691.062500 Penalty: 2959.371338
	Iteration 18Q: 3 clusters Score -896691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -896690.687500 Penalty: 2959.371338
	Iteration 19Q: 3 clusters Score -896690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -896691.625000 Penalty: 2959.371338
	Iteration 20F: 3 clusters Score -896691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -896690.375000 Penalty: 2959.371338
	Iteration 21Q: 3 clusters Score -896690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -896691.125000 Penalty: 2959.371338
	Iteration 22Q: 3 clusters Score -896691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -896692.125000 Penalty: 2959.371338
	Iteration 23Q: 3 clusters Score -896692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -896693.000000 Penalty: 2959.371338
	Iteration 24Q: 3 clusters Score -896693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -896693.937500 Penalty: 2959.371338
	Iteration 25Q: 3 clusters Score -896693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -896693.187500 Penalty: 2959.371338
	Iteration 26Q: 3 clusters Score -896693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -896693.375000 Penalty: 2959.371338
	Iteration 27Q: 3 clusters Score -896693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -896693.375000 Penalty: 2959.371338
	Iteration 28F: 3 clusters Score -896693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 2617 members 
Entering Unmasked Estep 
Score: -54877144.000000 Penalty: 70949.203125
Splitting cluster 20 changes total score from -54841552.000000 to -54877144.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -265674.062500 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -265674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -263111.406250 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -263111.4 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -263836.125000 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -263836.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -264110.218750 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -264110.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -264478.093750 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -264478.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -265091.250000 Penalty: 2577.900879
	Iteration 4F: 3 clusters Score -265091.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -265651.656250 Penalty: 2577.900879
	Iteration 5F: 3 clusters Score -265651.7 nChanged 281
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: -266016.437500 Penalty: 2577.900879
	Iteration 6F: 3 clusters Score -266016.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -266293.656250 Penalty: 2577.900879
	Iteration 7F: 3 clusters Score -266293.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -266486.156250 Penalty: 2577.900879
	Iteration 8F: 3 clusters Score -266486.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -266596.812500 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -266596.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -266639.187500 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -266639.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -266665.625000 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -266665.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -266680.562500 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -266680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -266691.343750 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -266691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -266695.500000 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -266695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -266697.343750 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -266697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -266698.812500 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -266698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -266698.812500 Penalty: 2577.900879
	Iteration 17F: 3 clusters Score -266698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 2617 members 
Mstep: Class 34 contains 603 members 
Entering Unmasked Estep 
Score: -54877404.000000 Penalty: 73099.179688
Splitting cluster 21 changes total score from -54841552.000000 to -54877404.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -1547893.125000 Penalty: 1566.676147
	Iteration 0F: 2 clusters Score -1547893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1537190.000000 Penalty: 3133.352295
	Iteration 0F: 3 clusters Score -1537190 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1541017.500000 Penalty: 3133.352295
	Iteration 1F: 3 clusters Score -1541018 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1541497.000000 Penalty: 3133.352295
	Iteration 2F: 3 clusters Score -1541497 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1542103.750000 Penalty: 3133.352295
	Iteration 3F: 3 clusters Score -1542104 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1542911.125000 Penalty: 3133.352295
	Iteration 4F: 3 clusters Score -1542911 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1543893.750000 Penalty: 3133.352295
	Iteration 5F: 3 clusters Score -1543894 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1544829.750000 Penalty: 3133.352295
	Iteration 6F: 3 clusters Score -1544830 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1545700.125000 Penalty: 3133.352295
	Iteration 7F: 3 clusters Score -1545700 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1546437.250000 Penalty: 3133.352295
	Iteration 8F: 3 clusters Score -1546437 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1546953.500000 Penalty: 3133.352295
	Iteration 9Q: 3 clusters Score -1546954 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1547271.375000 Penalty: 3133.352295
	Iteration 10Q: 3 clusters Score -1547271 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1547462.375000 Penalty: 3133.352295
	Iteration 11Q: 3 clusters Score -1547462 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1547616.625000 Penalty: 3133.352295
	Iteration 12Q: 3 clusters Score -1547617 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1547714.000000 Penalty: 3133.352295
	Iteration 13Q: 3 clusters Score -1547714 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1547803.875000 Penalty: 3133.352295
	Iteration 14Q: 3 clusters Score -1547804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1547857.000000 Penalty: 3133.352295
	Iteration 15Q: 3 clusters Score -1547857 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1547900.125000 Penalty: 3133.352295
	Iteration 16Q: 3 clusters Score -1547900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1547926.625000 Penalty: 3133.352295
	Iteration 17Q: 3 clusters Score -1547927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1547943.125000 Penalty: 3133.352295
	Iteration 18Q: 3 clusters Score -1547943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1547951.625000 Penalty: 3133.352295
	Iteration 19Q: 3 clusters Score -1547952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1547959.875000 Penalty: 3133.352295
	Iteration 20F: 3 clusters Score -1547960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1547967.750000 Penalty: 3133.352295
	Iteration 21Q: 3 clusters Score -1547968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1547964.875000 Penalty: 3133.352295
	Iteration 22Q: 3 clusters Score -1547965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1547971.500000 Penalty: 3133.352295
	Iteration 23Q: 3 clusters Score -1547972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1547972.125000 Penalty: 3133.352295
	Iteration 24Q: 3 clusters Score -1547972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1547975.750000 Penalty: 3133.352295
	Iteration 25Q: 3 clusters Score -1547976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1547973.625000 Penalty: 3133.352295
	Iteration 26Q: 3 clusters Score -1547974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1547973.250000 Penalty: 3133.352295
	Iteration 27Q: 3 clusters Score -1547973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1547978.125000 Penalty: 3133.352295
	Iteration 28Q: 3 clusters Score -1547978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1547979.625000 Penalty: 3133.352295
	Iteration 29Q: 3 clusters Score -1547980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1547976.000000 Penalty: 3133.352295
	Iteration 30Q: 3 clusters Score -1547976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1547978.750000 Penalty: 3133.352295
	Iteration 31Q: 3 clusters Score -1547979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1547977.250000 Penalty: 3133.352295
	Iteration 32Q: 3 clusters Score -1547977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1547977.250000 Penalty: 3133.352295
	Iteration 33F: 3 clusters Score -1547977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 2617 members 
Mstep: Class 34 contains 603 members 
Mstep: Class 35 contains 7666 members 
Entering Unmasked Estep 
Score: -54877016.000000 Penalty: 75249.156250
Splitting cluster 22 changes total score from -54841552.000000 to -54877016.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -1207575.000000 Penalty: 1533.395508
	Iteration 0F: 2 clusters Score -1207575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1198874.625000 Penalty: 3066.791016
	Iteration 0F: 3 clusters Score -1198875 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1202574.875000 Penalty: 3066.791016
	Iteration 1F: 3 clusters Score -1202575 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1203999.625000 Penalty: 3066.791016
	Iteration 2F: 3 clusters Score -1204000 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1205143.375000 Penalty: 3066.791016
	Iteration 3F: 3 clusters Score -1205143 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1206088.750000 Penalty: 3066.791016
	Iteration 4F: 3 clusters Score -1206089 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1206824.875000 Penalty: 3066.791016
	Iteration 5F: 3 clusters Score -1206825 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1207260.250000 Penalty: 3066.791016
	Iteration 6F: 3 clusters Score -1207260 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1207507.000000 Penalty: 3066.791016
	Iteration 7Q: 3 clusters Score -1207507 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1207672.750000 Penalty: 3066.791016
	Iteration 8Q: 3 clusters Score -1207673 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1207815.125000 Penalty: 3066.791016
	Iteration 9Q: 3 clusters Score -1207815 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1207977.375000 Penalty: 3066.791016
	Iteration 10Q: 3 clusters Score -1207977 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1208178.250000 Penalty: 3066.791016
	Iteration 11Q: 3 clusters Score -1208178 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1208392.625000 Penalty: 3066.791016
	Iteration 12Q: 3 clusters Score -1208393 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1208582.750000 Penalty: 3066.791016
	Iteration 13Q: 3 clusters Score -1208583 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1208715.125000 Penalty: 3066.791016
	Iteration 14Q: 3 clusters Score -1208715 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1208786.875000 Penalty: 3066.791016
	Iteration 15Q: 3 clusters Score -1208787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1208845.625000 Penalty: 3066.791016
	Iteration 16Q: 3 clusters Score -1208846 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1208905.250000 Penalty: 3066.791016
	Iteration 17Q: 3 clusters Score -1208905 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1208960.625000 Penalty: 3066.791016
	Iteration 18Q: 3 clusters Score -1208961 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1209019.125000 Penalty: 3066.791016
	Iteration 19Q: 3 clusters Score -1209019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1209064.625000 Penalty: 3066.791016
	Iteration 20F: 3 clusters Score -1209065 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1209122.125000 Penalty: 3066.791016
	Iteration 21Q: 3 clusters Score -1209122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1209188.875000 Penalty: 3066.791016
	Iteration 22Q: 3 clusters Score -1209189 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1209254.250000 Penalty: 3066.791016
	Iteration 23Q: 3 clusters Score -1209254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1209328.125000 Penalty: 3066.791016
	Iteration 24Q: 3 clusters Score -1209328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1209402.500000 Penalty: 3066.791016
	Iteration 25Q: 3 clusters Score -1209402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1209476.250000 Penalty: 3066.791016
	Iteration 26Q: 3 clusters Score -1209476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1209558.250000 Penalty: 3066.791016
	Iteration 27Q: 3 clusters Score -1209558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1209624.500000 Penalty: 3066.791016
	Iteration 28Q: 3 clusters Score -1209624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1209669.875000 Penalty: 3066.791016
	Iteration 29Q: 3 clusters Score -1209670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1209706.000000 Penalty: 3066.791016
	Iteration 30Q: 3 clusters Score -1209706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1209739.000000 Penalty: 3066.791016
	Iteration 31Q: 3 clusters Score -1209739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1209775.625000 Penalty: 3066.791016
	Iteration 32Q: 3 clusters Score -1209776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1209837.750000 Penalty: 3066.791016
	Iteration 33Q: 3 clusters Score -1209838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1209958.375000 Penalty: 3066.791016
	Iteration 34Q: 3 clusters Score -1209958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1210191.125000 Penalty: 3066.791016
	Iteration 35Q: 3 clusters Score -1210191 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1210485.500000 Penalty: 3066.791016
	Iteration 36Q: 3 clusters Score -1210486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1210644.250000 Penalty: 3066.791016
	Iteration 37Q: 3 clusters Score -1210644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1210664.125000 Penalty: 3066.791016
	Iteration 38Q: 3 clusters Score -1210664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1210669.375000 Penalty: 3066.791016
	Iteration 39Q: 3 clusters Score -1210669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1210673.625000 Penalty: 3066.791016
	Iteration 40F: 3 clusters Score -1210674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1210674.375000 Penalty: 3066.791016
	Iteration 41Q: 3 clusters Score -1210674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1210674.000000 Penalty: 3066.791016
	Iteration 42Q: 3 clusters Score -1210674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1210673.750000 Penalty: 3066.791016
	Iteration 43Q: 3 clusters Score -1210674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1210673.750000 Penalty: 3066.791016
	Iteration 44F: 3 clusters Score -1210674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 7187 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 2617 members 
Mstep: Class 34 contains 603 members 
Mstep: Class 35 contains 7666 members 
Mstep: Class 36 contains 8697 members 
Entering Unmasked Estep 
Score: -54879532.000000 Penalty: 77399.132812
Splitting cluster 23 changes total score from -54841552.000000 to -54879532.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (7187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Entering Unmasked Estep 
Score: -598630.062500 Penalty: 1443.004639
	Iteration 0F: 2 clusters Score -598630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -593442.437500 Penalty: 2886.009277
	Iteration 0F: 3 clusters Score -593442.4 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -596458.125000 Penalty: 2886.009277
	Iteration 1F: 3 clusters Score -596458.1 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -597923.625000 Penalty: 2886.009277
	Iteration 2F: 3 clusters Score -597923.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -598833.812500 Penalty: 2886.009277
	Iteration 3F: 3 clusters Score -598833.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -599337.875000 Penalty: 2886.009277
	Iteration 4F: 3 clusters Score -599337.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -599654.437500 Penalty: 2886.009277
	Iteration 5Q: 3 clusters Score -599654.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -599872.125000 Penalty: 2886.009277
	Iteration 6Q: 3 clusters Score -599872.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -600024.812500 Penalty: 2886.009277
	Iteration 7Q: 3 clusters Score -600024.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -600107.062500 Penalty: 2886.009277
	Iteration 8Q: 3 clusters Score -600107.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -600156.187500 Penalty: 2886.009277
	Iteration 9Q: 3 clusters Score -600156.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -600194.875000 Penalty: 2886.009277
	Iteration 10Q: 3 clusters Score -600194.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -600223.125000 Penalty: 2886.009277
	Iteration 11Q: 3 clusters Score -600223.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -600247.000000 Penalty: 2886.009277
	Iteration 12Q: 3 clusters Score -600247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -600262.187500 Penalty: 2886.009277
	Iteration 13Q: 3 clusters Score -600262.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -600280.625000 Penalty: 2886.009277
	Iteration 14Q: 3 clusters Score -600280.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -600300.937500 Penalty: 2886.009277
	Iteration 15Q: 3 clusters Score -600300.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -600325.375000 Penalty: 2886.009277
	Iteration 16Q: 3 clusters Score -600325.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -600345.125000 Penalty: 2886.009277
	Iteration 17Q: 3 clusters Score -600345.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -600367.250000 Penalty: 2886.009277
	Iteration 18Q: 3 clusters Score -600367.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -600384.562500 Penalty: 2886.009277
	Iteration 19Q: 3 clusters Score -600384.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -600397.750000 Penalty: 2886.009277
	Iteration 20F: 3 clusters Score -600397.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -600405.937500 Penalty: 2886.009277
	Iteration 21Q: 3 clusters Score -600405.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -600414.062500 Penalty: 2886.009277
	Iteration 22Q: 3 clusters Score -600414.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -600420.312500 Penalty: 2886.009277
	Iteration 23Q: 3 clusters Score -600420.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -600424.562500 Penalty: 2886.009277
	Iteration 24Q: 3 clusters Score -600424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -600426.437500 Penalty: 2886.009277
	Iteration 25Q: 3 clusters Score -600426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -600431.500000 Penalty: 2886.009277
	Iteration 26Q: 3 clusters Score -600431.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -600434.250000 Penalty: 2886.009277
	Iteration 27Q: 3 clusters Score -600434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -600435.437500 Penalty: 2886.009277
	Iteration 28Q: 3 clusters Score -600435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -600437.500000 Penalty: 2886.009277
	Iteration 29Q: 3 clusters Score -600437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -600440.375000 Penalty: 2886.009277
	Iteration 30Q: 3 clusters Score -600440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -600441.500000 Penalty: 2886.009277
	Iteration 31Q: 3 clusters Score -600441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -600443.187500 Penalty: 2886.009277
	Iteration 32Q: 3 clusters Score -600443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -600443.187500 Penalty: 2886.009277
	Iteration 33Q: 3 clusters Score -600443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -600444.750000 Penalty: 2886.009277
	Iteration 34Q: 3 clusters Score -600444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -600445.687500 Penalty: 2886.009277
	Iteration 35Q: 3 clusters Score -600445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -600449.812500 Penalty: 2886.009277
	Iteration 36Q: 3 clusters Score -600449.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -600451.500000 Penalty: 2886.009277
	Iteration 37Q: 3 clusters Score -600451.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -600454.937500 Penalty: 2886.009277
	Iteration 38Q: 3 clusters Score -600454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -600458.062500 Penalty: 2886.009277
	Iteration 39Q: 3 clusters Score -600458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -600460.500000 Penalty: 2886.009277
	Iteration 40F: 3 clusters Score -600460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -600463.437500 Penalty: 2886.009277
	Iteration 41Q: 3 clusters Score -600463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -600465.062500 Penalty: 2886.009277
	Iteration 42Q: 3 clusters Score -600465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -600466.625000 Penalty: 2886.009277
	Iteration 43Q: 3 clusters Score -600466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -600470.000000 Penalty: 2886.009277
	Iteration 44Q: 3 clusters Score -600470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -600471.437500 Penalty: 2886.009277
	Iteration 45Q: 3 clusters Score -600471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -600472.437500 Penalty: 2886.009277
	Iteration 46Q: 3 clusters Score -600472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -600472.562500 Penalty: 2886.009277
	Iteration 47Q: 3 clusters Score -600472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -600473.250000 Penalty: 2886.009277
	Iteration 48Q: 3 clusters Score -600473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -600473.250000 Penalty: 2886.009277
	Iteration 49F: 3 clusters Score -600473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 108965 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 1537 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 20827 members 
Mstep: Class 29 contains 3756 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 6064 members 
Mstep: Class 32 contains 5512 members 
Mstep: Class 33 contains 2617 members 
Mstep: Class 34 contains 603 members 
Mstep: Class 35 contains 7666 members 
Mstep: Class 36 contains 8697 members 
Mstep: Class 37 contains 5601 members 
Entering Unmasked Estep 
Score: -54880828.000000 Penalty: 79549.101562
Splitting cluster 24 changes total score from -54841552.000000 to -54880828.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 7593 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 30937 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 7770 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54894084.000000 Penalty: 79549.101562
Iteration 39Q: 38 clusters Score -5.489408e+07 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 9374 members 
Mstep: Class 3 contains 7809 members 
Mstep: Class 4 contains 22870 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 107481 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 9788 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 5004 members 
Mstep: Class 13 contains 9916 members 
Mstep: Class 14 contains 7874 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 17 contains 53774 members 
Mstep: Class 18 contains 75635 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 3883 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 1659 members 
Mstep: Class 26 contains 4709 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 20168 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 29608 members 
Mstep: Class 31 contains 5892 members 
Mstep: Class 32 contains 5116 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 7197 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54905352.000000 Penalty: 79549.101562
Iteration 40F: 38 clusters Score -5.490535e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 22570 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 108634 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 30610 members 
Mstep: Class 10 contains 9702 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 9921 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 2625 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 51880 members 
Mstep: Class 18 contains 75558 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 3783 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 21965 members 
Mstep: Class 29 contains 3660 members 
Mstep: Class 30 contains 29584 members 
Mstep: Class 31 contains 5981 members 
Mstep: Class 32 contains 5294 members 
Mstep: Class 33 contains 2586 members 
Mstep: Class 34 contains 595 members 
Mstep: Class 35 contains 7067 members 
Mstep: Class 36 contains 8174 members 
Mstep: Class 37 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54911060.000000 Penalty: 79549.101562
Iteration 41Q: 38 clusters Score -5.491106e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 9536 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 22442 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 109219 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 30726 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 9961 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 17 contains 50247 members 
Mstep: Class 18 contains 75486 members 
Mstep: Class 19 contains 4657 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 2262 members 
Mstep: Class 22 contains 8105 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 1915 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 23592 members 
Mstep: Class 29 contains 3650 members 
Mstep: Class 30 contains 29492 members 
Mstep: Class 31 contains 5985 members 
Mstep: Class 32 contains 5412 members 
Mstep: Class 33 contains 2670 members 
Mstep: Class 34 contains 596 members 
Mstep: Class 35 contains 6908 members 
Mstep: Class 36 contains 8073 members 
Mstep: Class 37 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54914576.000000 Penalty: 79549.101562
Iteration 42Q: 38 clusters Score -5.491458e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 22332 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 109649 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 30929 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 5040 members 
Mstep: Class 13 contains 9987 members 
Mstep: Class 14 contains 7668 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 11050 members 
Mstep: Class 17 contains 48825 members 
Mstep: Class 18 contains 75425 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 8177 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 1997 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 25045 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 29414 members 
Mstep: Class 31 contains 5960 members 
Mstep: Class 32 contains 5496 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 6778 members 
Mstep: Class 36 contains 8019 members 
Mstep: Class 37 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54916640.000000 Penalty: 79549.101562
Iteration 43Q: 38 clusters Score -5.491664e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 9771 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 22280 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 109988 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 31173 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5046 members 
Mstep: Class 13 contains 10017 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 10810 members 
Mstep: Class 17 contains 47692 members 
Mstep: Class 18 contains 75359 members 
Mstep: Class 19 contains 4376 members 
Mstep: Class 20 contains 7068 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 4867 members 
Mstep: Class 27 contains 2551 members 
Mstep: Class 28 contains 26268 members 
Mstep: Class 29 contains 3618 members 
Mstep: Class 30 contains 29356 members 
Mstep: Class 31 contains 5936 members 
Mstep: Class 32 contains 5580 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 576 members 
Mstep: Class 35 contains 6666 members 
Mstep: Class 36 contains 8002 members 
Mstep: Class 37 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54918324.000000 Penalty: 79549.101562
Iteration 44Q: 38 clusters Score -5.491832e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 9838 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 4 contains 22244 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 110270 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 31486 members 
Mstep: Class 10 contains 9646 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 10034 members 
Mstep: Class 14 contains 7616 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 10574 members 
Mstep: Class 17 contains 46787 members 
Mstep: Class 18 contains 75315 members 
Mstep: Class 19 contains 4302 members 
Mstep: Class 20 contains 7110 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3628 members 
Mstep: Class 24 contains 1797 members 
Mstep: Class 25 contains 2118 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 27230 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 29389 members 
Mstep: Class 31 contains 5910 members 
Mstep: Class 32 contains 5635 members 
Mstep: Class 33 contains 2881 members 
Mstep: Class 34 contains 556 members 
Mstep: Class 35 contains 6534 members 
Mstep: Class 36 contains 7994 members 
Mstep: Class 37 contains 5863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54919852.000000 Penalty: 79549.101562
Iteration 45Q: 38 clusters Score -5.491985e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 9896 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 22176 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 110531 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 31764 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 1236 members 
Mstep: Class 12 contains 5067 members 
Mstep: Class 13 contains 10062 members 
Mstep: Class 14 contains 7581 members 
Mstep: Class 15 contains 2814 members 
Mstep: Class 16 contains 10353 members 
Mstep: Class 17 contains 46069 members 
Mstep: Class 18 contains 75280 members 
Mstep: Class 19 contains 4240 members 
Mstep: Class 20 contains 7153 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 8354 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 27979 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 29427 members 
Mstep: Class 31 contains 5870 members 
Mstep: Class 32 contains 5687 members 
Mstep: Class 33 contains 2952 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 6420 members 
Mstep: Class 36 contains 7989 members 
Mstep: Class 37 contains 5854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54920772.000000 Penalty: 79549.101562
Iteration 46Q: 38 clusters Score -5.492077e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 9933 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 22155 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 110783 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 32019 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 10091 members 
Mstep: Class 14 contains 7544 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 16 contains 10162 members 
Mstep: Class 17 contains 45525 members 
Mstep: Class 18 contains 75258 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 7204 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 8393 members 
Mstep: Class 23 contains 3580 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 4894 members 
Mstep: Class 27 contains 2650 members 
Mstep: Class 28 contains 28559 members 
Mstep: Class 29 contains 3570 members 
Mstep: Class 30 contains 29462 members 
Mstep: Class 31 contains 5834 members 
Mstep: Class 32 contains 5729 members 
Mstep: Class 33 contains 3013 members 
Mstep: Class 34 contains 529 members 
Mstep: Class 35 contains 6323 members 
Mstep: Class 36 contains 7991 members 
Mstep: Class 37 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54921300.000000 Penalty: 79549.101562
Iteration 47Q: 38 clusters Score -5.49213e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 9955 members 
Mstep: Class 3 contains 8172 members 
Mstep: Class 4 contains 22116 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 111045 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 32216 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 10123 members 
Mstep: Class 14 contains 7522 members 
Mstep: Class 15 contains 2899 members 
Mstep: Class 16 contains 10004 members 
Mstep: Class 17 contains 45143 members 
Mstep: Class 18 contains 75233 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 2353 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3558 members 
Mstep: Class 24 contains 1833 members 
Mstep: Class 25 contains 2215 members 
Mstep: Class 26 contains 4903 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 28990 members 
Mstep: Class 29 contains 3563 members 
Mstep: Class 30 contains 29502 members 
Mstep: Class 31 contains 5795 members 
Mstep: Class 32 contains 5775 members 
Mstep: Class 33 contains 3053 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 6227 members 
Mstep: Class 36 contains 7983 members 
Mstep: Class 37 contains 5828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54921880.000000 Penalty: 79549.101562
Iteration 48Q: 38 clusters Score -5.492188e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 9946 members 
Mstep: Class 3 contains 8208 members 
Mstep: Class 4 contains 22098 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 111323 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 32360 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 1279 members 
Mstep: Class 12 contains 5082 members 
Mstep: Class 13 contains 10167 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 9849 members 
Mstep: Class 17 contains 44855 members 
Mstep: Class 18 contains 75219 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 2355 members 
Mstep: Class 22 contains 8447 members 
Mstep: Class 23 contains 3545 members 
Mstep: Class 24 contains 1844 members 
Mstep: Class 25 contains 2242 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 29336 members 
Mstep: Class 29 contains 3556 members 
Mstep: Class 30 contains 29520 members 
Mstep: Class 31 contains 5762 members 
Mstep: Class 32 contains 5814 members 
Mstep: Class 33 contains 3080 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 6145 members 
Mstep: Class 36 contains 7983 members 
Mstep: Class 37 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54922600.000000 Penalty: 79549.101562
Iteration 49Q: 38 clusters Score -5.49226e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 9920 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 22092 members 
Mstep: Class 5 contains 4192 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 111598 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 32491 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 1286 members 
Mstep: Class 12 contains 5081 members 
Mstep: Class 13 contains 10198 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 9729 members 
Mstep: Class 17 contains 44620 members 
Mstep: Class 18 contains 75203 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 7278 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 8470 members 
Mstep: Class 23 contains 3530 members 
Mstep: Class 24 contains 1856 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 29583 members 
Mstep: Class 29 contains 3548 members 
Mstep: Class 30 contains 29561 members 
Mstep: Class 31 contains 5726 members 
Mstep: Class 32 contains 5852 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 7987 members 
Mstep: Class 37 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54922740.000000 Penalty: 79549.101562
Iteration 50Q: 38 clusters Score -5.492274e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 9896 members 
Mstep: Class 3 contains 8252 members 
Mstep: Class 4 contains 22087 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 111816 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 32565 members 
Mstep: Class 10 contains 9711 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 5094 members 
Mstep: Class 13 contains 10225 members 
Mstep: Class 14 contains 7465 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 44444 members 
Mstep: Class 18 contains 75190 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 8499 members 
Mstep: Class 23 contains 3513 members 
Mstep: Class 24 contains 1865 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 2752 members 
Mstep: Class 28 contains 29752 members 
Mstep: Class 29 contains 3544 members 
Mstep: Class 30 contains 29585 members 
Mstep: Class 31 contains 5699 members 
Mstep: Class 32 contains 5883 members 
Mstep: Class 33 contains 3131 members 
Mstep: Class 34 contains 519 members 
Mstep: Class 35 contains 5982 members 
Mstep: Class 36 contains 7986 members 
Mstep: Class 37 contains 5782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54922716.000000 Penalty: 79549.101562
Iteration 51Q: 38 clusters Score -5.492272e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 8260 members 
Mstep: Class 4 contains 22080 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 112039 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 32636 members 
Mstep: Class 10 contains 9724 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 5100 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 7460 members 
Mstep: Class 15 contains 3097 members 
Mstep: Class 16 contains 9597 members 
Mstep: Class 17 contains 44313 members 
Mstep: Class 18 contains 75173 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8524 members 
Mstep: Class 23 contains 3503 members 
Mstep: Class 24 contains 1880 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 29876 members 
Mstep: Class 29 contains 3542 members 
Mstep: Class 30 contains 29612 members 
Mstep: Class 31 contains 5668 members 
Mstep: Class 32 contains 5912 members 
Mstep: Class 33 contains 3158 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 5913 members 
Mstep: Class 36 contains 7980 members 
Mstep: Class 37 contains 5769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54922988.000000 Penalty: 79549.101562
Iteration 52Q: 38 clusters Score -5.492299e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 22076 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 112236 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 32685 members 
Mstep: Class 10 contains 9732 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 10283 members 
Mstep: Class 14 contains 7457 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 44210 members 
Mstep: Class 18 contains 75163 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 7347 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8548 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 2791 members 
Mstep: Class 28 contains 29965 members 
Mstep: Class 29 contains 3541 members 
Mstep: Class 30 contains 29626 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 5933 members 
Mstep: Class 33 contains 3181 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 5852 members 
Mstep: Class 36 contains 7976 members 
Mstep: Class 37 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923072.000000 Penalty: 79549.101562
Iteration 53Q: 38 clusters Score -5.492307e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 4 contains 22060 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 112423 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 32741 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 1314 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 10308 members 
Mstep: Class 14 contains 7454 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 9520 members 
Mstep: Class 17 contains 44120 members 
Mstep: Class 18 contains 75157 members 
Mstep: Class 19 contains 3825 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8567 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 1901 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 30019 members 
Mstep: Class 29 contains 3540 members 
Mstep: Class 30 contains 29638 members 
Mstep: Class 31 contains 5615 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 3204 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 5800 members 
Mstep: Class 36 contains 7970 members 
Mstep: Class 37 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923252.000000 Penalty: 79549.101562
Iteration 54Q: 38 clusters Score -5.492325e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 22043 members 
Mstep: Class 5 contains 4182 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 112598 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 32755 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 1321 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 7454 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 9487 members 
Mstep: Class 17 contains 44060 members 
Mstep: Class 18 contains 75152 members 
Mstep: Class 19 contains 3780 members 
Mstep: Class 20 contains 7379 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8601 members 
Mstep: Class 23 contains 3489 members 
Mstep: Class 24 contains 1909 members 
Mstep: Class 25 contains 2318 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 2816 members 
Mstep: Class 28 contains 30051 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 29656 members 
Mstep: Class 31 contains 5591 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 3224 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 5738 members 
Mstep: Class 36 contains 7963 members 
Mstep: Class 37 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923380.000000 Penalty: 79549.101562
Iteration 55Q: 38 clusters Score -5.492338e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 22031 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 1821 members 
Mstep: Class 7 contains 112737 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 32762 members 
Mstep: Class 10 contains 9756 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 10363 members 
Mstep: Class 14 contains 7462 members 
Mstep: Class 15 contains 3379 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 44012 members 
Mstep: Class 18 contains 75143 members 
Mstep: Class 19 contains 3751 members 
Mstep: Class 20 contains 7387 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8640 members 
Mstep: Class 23 contains 3486 members 
Mstep: Class 24 contains 1916 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 30078 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 29663 members 
Mstep: Class 31 contains 5564 members 
Mstep: Class 32 contains 5983 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 36 contains 7962 members 
Mstep: Class 37 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923340.000000 Penalty: 79549.101562
Iteration 56Q: 38 clusters Score -5.492334e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 9773 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 22018 members 
Mstep: Class 5 contains 4180 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 112850 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 9 contains 32752 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 10384 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 43983 members 
Mstep: Class 18 contains 75138 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 1922 members 
Mstep: Class 25 contains 2328 members 
Mstep: Class 26 contains 4963 members 
Mstep: Class 27 contains 2837 members 
Mstep: Class 28 contains 30104 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 29689 members 
Mstep: Class 31 contains 5542 members 
Mstep: Class 32 contains 5995 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 5614 members 
Mstep: Class 36 contains 7957 members 
Mstep: Class 37 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923512.000000 Penalty: 79549.101562
Iteration 57Q: 38 clusters Score -5.492351e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 8292 members 
Mstep: Class 4 contains 22002 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 112959 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 32737 members 
Mstep: Class 10 contains 9776 members 
Mstep: Class 11 contains 1352 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 9446 members 
Mstep: Class 17 contains 43962 members 
Mstep: Class 18 contains 75138 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 7400 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 8688 members 
Mstep: Class 23 contains 3485 members 
Mstep: Class 24 contains 1927 members 
Mstep: Class 25 contains 2336 members 
Mstep: Class 26 contains 4959 members 
Mstep: Class 27 contains 2844 members 
Mstep: Class 28 contains 30128 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 29724 members 
Mstep: Class 31 contains 5524 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 3252 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 5560 members 
Mstep: Class 36 contains 7949 members 
Mstep: Class 37 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923600.000000 Penalty: 79549.101562
Iteration 58Q: 38 clusters Score -5.49236e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 8288 members 
Mstep: Class 4 contains 21986 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 113057 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 32724 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 43940 members 
Mstep: Class 18 contains 75137 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 7401 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 3485 members 
Mstep: Class 24 contains 1927 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 2853 members 
Mstep: Class 28 contains 30149 members 
Mstep: Class 29 contains 3508 members 
Mstep: Class 30 contains 29749 members 
Mstep: Class 31 contains 5515 members 
Mstep: Class 32 contains 6010 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 5507 members 
Mstep: Class 36 contains 7938 members 
Mstep: Class 37 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54923804.000000 Penalty: 79549.101562
Iteration 59Q: 38 clusters Score -5.49238e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 21962 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 113136 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 32712 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 1383 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 7472 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 43936 members 
Mstep: Class 18 contains 75136 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 7399 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8727 members 
Mstep: Class 23 contains 3482 members 
Mstep: Class 24 contains 1928 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 2872 members 
Mstep: Class 28 contains 30175 members 
Mstep: Class 29 contains 3500 members 
Mstep: Class 30 contains 29782 members 
Mstep: Class 31 contains 5501 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 5446 members 
Mstep: Class 36 contains 7924 members 
Mstep: Class 37 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54924396.000000 Penalty: 79549.101562
Iteration 60F: 38 clusters Score -5.49244e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 21939 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 1814 members 
Mstep: Class 7 contains 113199 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 32695 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 9428 members 
Mstep: Class 17 contains 43927 members 
Mstep: Class 18 contains 75134 members 
Mstep: Class 19 contains 3679 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 3479 members 
Mstep: Class 24 contains 1911 members 
Mstep: Class 25 contains 2376 members 
Mstep: Class 26 contains 4962 members 
Mstep: Class 27 contains 2885 members 
Mstep: Class 28 contains 30200 members 
Mstep: Class 29 contains 3491 members 
Mstep: Class 30 contains 29794 members 
Mstep: Class 31 contains 5484 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 3269 members 
Mstep: Class 34 contains 553 members 
Mstep: Class 35 contains 5402 members 
Mstep: Class 36 contains 7914 members 
Mstep: Class 37 contains 5652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925076.000000 Penalty: 79549.101562
Iteration 61Q: 38 clusters Score -5.492508e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 21891 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 113264 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 32670 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 75134 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 7401 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 3477 members 
Mstep: Class 24 contains 1932 members 
Mstep: Class 25 contains 2385 members 
Mstep: Class 26 contains 4966 members 
Mstep: Class 27 contains 2900 members 
Mstep: Class 28 contains 30220 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 29819 members 
Mstep: Class 31 contains 5465 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 3283 members 
Mstep: Class 34 contains 559 members 
Mstep: Class 35 contains 5362 members 
Mstep: Class 36 contains 7906 members 
Mstep: Class 37 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925200.000000 Penalty: 79549.101562
Iteration 62Q: 38 clusters Score -5.49252e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 8255 members 
Mstep: Class 4 contains 21844 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 1800 members 
Mstep: Class 7 contains 113317 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 32644 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 10464 members 
Mstep: Class 14 contains 7436 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 9409 members 
Mstep: Class 17 contains 43902 members 
Mstep: Class 18 contains 75136 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 7409 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8765 members 
Mstep: Class 23 contains 3476 members 
Mstep: Class 24 contains 1953 members 
Mstep: Class 25 contains 2392 members 
Mstep: Class 26 contains 4965 members 
Mstep: Class 27 contains 2915 members 
Mstep: Class 28 contains 30235 members 
Mstep: Class 29 contains 3476 members 
Mstep: Class 30 contains 29832 members 
Mstep: Class 31 contains 5455 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 5326 members 
Mstep: Class 36 contains 7902 members 
Mstep: Class 37 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925268.000000 Penalty: 79549.101562
Iteration 63Q: 38 clusters Score -5.492527e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 8239 members 
Mstep: Class 4 contains 21800 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 1791 members 
Mstep: Class 7 contains 113372 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 32613 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 7433 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 75135 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 7415 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8787 members 
Mstep: Class 23 contains 3476 members 
Mstep: Class 24 contains 1984 members 
Mstep: Class 25 contains 2396 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 30250 members 
Mstep: Class 29 contains 3471 members 
Mstep: Class 30 contains 29832 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 3302 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 5294 members 
Mstep: Class 36 contains 7892 members 
Mstep: Class 37 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925292.000000 Penalty: 79549.101562
Iteration 64Q: 38 clusters Score -5.492529e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 8234 members 
Mstep: Class 4 contains 21770 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 113415 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 32596 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 7428 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 43877 members 
Mstep: Class 18 contains 75135 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 7415 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8806 members 
Mstep: Class 23 contains 3476 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 2400 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 2950 members 
Mstep: Class 28 contains 30260 members 
Mstep: Class 29 contains 3466 members 
Mstep: Class 30 contains 29836 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 6038 members 
Mstep: Class 33 contains 3307 members 
Mstep: Class 34 contains 576 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 36 contains 7885 members 
Mstep: Class 37 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925444.000000 Penalty: 79549.101562
Iteration 65Q: 38 clusters Score -5.492544e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 21741 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 113460 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 32587 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 10526 members 
Mstep: Class 14 contains 7429 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 9361 members 
Mstep: Class 17 contains 43869 members 
Mstep: Class 18 contains 75137 members 
Mstep: Class 19 contains 3633 members 
Mstep: Class 20 contains 7421 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8824 members 
Mstep: Class 23 contains 3475 members 
Mstep: Class 24 contains 2026 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 30268 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 29852 members 
Mstep: Class 31 contains 5423 members 
Mstep: Class 32 contains 6044 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 582 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 7876 members 
Mstep: Class 37 contains 5556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925396.000000 Penalty: 79549.101562
Iteration 66Q: 38 clusters Score -5.49254e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 21710 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 7 contains 113505 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 32580 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 10537 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 4169 members 
Mstep: Class 16 contains 9341 members 
Mstep: Class 17 contains 43860 members 
Mstep: Class 18 contains 75140 members 
Mstep: Class 19 contains 3620 members 
Mstep: Class 20 contains 7430 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 8835 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 2974 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 3456 members 
Mstep: Class 30 contains 29856 members 
Mstep: Class 31 contains 5413 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 3312 members 
Mstep: Class 34 contains 585 members 
Mstep: Class 35 contains 5228 members 
Mstep: Class 36 contains 7868 members 
Mstep: Class 37 contains 5547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925460.000000 Penalty: 79549.101562
Iteration 67Q: 38 clusters Score -5.492546e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 9670 members 
Mstep: Class 3 contains 8224 members 
Mstep: Class 4 contains 21694 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 1782 members 
Mstep: Class 7 contains 113543 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 32576 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 1441 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 10544 members 
Mstep: Class 14 contains 7423 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 43861 members 
Mstep: Class 18 contains 75137 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 7436 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 2051 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 30308 members 
Mstep: Class 29 contains 3457 members 
Mstep: Class 30 contains 29862 members 
Mstep: Class 31 contains 5408 members 
Mstep: Class 32 contains 6057 members 
Mstep: Class 33 contains 3310 members 
Mstep: Class 34 contains 586 members 
Mstep: Class 35 contains 5207 members 
Mstep: Class 36 contains 7859 members 
Mstep: Class 37 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925424.000000 Penalty: 79549.101562
Iteration 68Q: 38 clusters Score -5.492542e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 9653 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 4157 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 113567 members 
Mstep: Class 8 contains 2136 members 
Mstep: Class 9 contains 32574 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 14 contains 7423 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 75133 members 
Mstep: Class 19 contains 3602 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 8868 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 2056 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 30326 members 
Mstep: Class 29 contains 3454 members 
Mstep: Class 30 contains 29873 members 
Mstep: Class 31 contains 5403 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 3312 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 5181 members 
Mstep: Class 36 contains 7856 members 
Mstep: Class 37 contains 5523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925372.000000 Penalty: 79549.101562
Iteration 69Q: 38 clusters Score -5.492537e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 21644 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 113605 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 32588 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 1455 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 7421 members 
Mstep: Class 15 contains 4312 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 43852 members 
Mstep: Class 18 contains 75129 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 8887 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 30335 members 
Mstep: Class 29 contains 3450 members 
Mstep: Class 30 contains 29875 members 
Mstep: Class 31 contains 5398 members 
Mstep: Class 32 contains 6075 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 5148 members 
Mstep: Class 36 contains 7852 members 
Mstep: Class 37 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925500.000000 Penalty: 79549.101562
Iteration 70Q: 38 clusters Score -5.49255e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 21623 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 113637 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 32591 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 1464 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 14 contains 7418 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 9279 members 
Mstep: Class 17 contains 43843 members 
Mstep: Class 18 contains 75128 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 7436 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 8904 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2067 members 
Mstep: Class 25 contains 2412 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 3013 members 
Mstep: Class 28 contains 30341 members 
Mstep: Class 29 contains 3445 members 
Mstep: Class 30 contains 29882 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 7847 members 
Mstep: Class 37 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925532.000000 Penalty: 79549.101562
Iteration 71Q: 38 clusters Score -5.492553e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 8214 members 
Mstep: Class 4 contains 21601 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113672 members 
Mstep: Class 8 contains 2102 members 
Mstep: Class 9 contains 32605 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 1468 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 10547 members 
Mstep: Class 14 contains 7418 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 43838 members 
Mstep: Class 18 contains 75129 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 7439 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8920 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 2416 members 
Mstep: Class 26 contains 4949 members 
Mstep: Class 27 contains 3026 members 
Mstep: Class 28 contains 30348 members 
Mstep: Class 29 contains 3441 members 
Mstep: Class 30 contains 29887 members 
Mstep: Class 31 contains 5385 members 
Mstep: Class 32 contains 6086 members 
Mstep: Class 33 contains 3318 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 5096 members 
Mstep: Class 36 contains 7844 members 
Mstep: Class 37 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925612.000000 Penalty: 79549.101562
Iteration 72Q: 38 clusters Score -5.492561e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 8213 members 
Mstep: Class 4 contains 21595 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113701 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 32604 members 
Mstep: Class 10 contains 9898 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 7418 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 43837 members 
Mstep: Class 18 contains 75131 members 
Mstep: Class 19 contains 3570 members 
Mstep: Class 20 contains 7444 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8926 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 4949 members 
Mstep: Class 27 contains 3032 members 
Mstep: Class 28 contains 30352 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 29892 members 
Mstep: Class 31 contains 5384 members 
Mstep: Class 32 contains 6086 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 7838 members 
Mstep: Class 37 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925620.000000 Penalty: 79549.101562
Iteration 73Q: 38 clusters Score -5.492562e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 21585 members 
Mstep: Class 5 contains 4144 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113721 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 32609 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 10551 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 43832 members 
Mstep: Class 18 contains 75133 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 7444 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8939 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 3035 members 
Mstep: Class 28 contains 30356 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 29898 members 
Mstep: Class 31 contains 5384 members 
Mstep: Class 32 contains 6087 members 
Mstep: Class 33 contains 3319 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 5039 members 
Mstep: Class 36 contains 7840 members 
Mstep: Class 37 contains 5485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925736.000000 Penalty: 79549.101562
Iteration 74Q: 38 clusters Score -5.492574e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 21583 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 113731 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 32605 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 1478 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 10554 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 16 contains 9255 members 
Mstep: Class 17 contains 43826 members 
Mstep: Class 18 contains 75132 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 7443 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8952 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 3040 members 
Mstep: Class 28 contains 30359 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 29902 members 
Mstep: Class 31 contains 5383 members 
Mstep: Class 32 contains 6089 members 
Mstep: Class 33 contains 3326 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 5011 members 
Mstep: Class 36 contains 7838 members 
Mstep: Class 37 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925732.000000 Penalty: 79549.101562
Iteration 75Q: 38 clusters Score -5.492573e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 9584 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 21575 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113752 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 32603 members 
Mstep: Class 10 contains 9916 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4499 members 
Mstep: Class 16 contains 9252 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 75131 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 7443 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 2081 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3044 members 
Mstep: Class 28 contains 30362 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 29917 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 6093 members 
Mstep: Class 33 contains 3331 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 4980 members 
Mstep: Class 36 contains 7837 members 
Mstep: Class 37 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925776.000000 Penalty: 79549.101562
Iteration 76Q: 38 clusters Score -5.492578e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 9572 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 21570 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113774 members 
Mstep: Class 8 contains 2043 members 
Mstep: Class 9 contains 32597 members 
Mstep: Class 10 contains 9921 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 10557 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 9245 members 
Mstep: Class 17 contains 43828 members 
Mstep: Class 18 contains 75131 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 7447 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 8983 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 2082 members 
Mstep: Class 25 contains 2434 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3050 members 
Mstep: Class 28 contains 30371 members 
Mstep: Class 29 contains 3437 members 
Mstep: Class 30 contains 29928 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 6094 members 
Mstep: Class 33 contains 3335 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 4941 members 
Mstep: Class 36 contains 7836 members 
Mstep: Class 37 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925692.000000 Penalty: 79549.101562
Iteration 77Q: 38 clusters Score -5.492569e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 21570 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113782 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 32602 members 
Mstep: Class 10 contains 9935 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 10554 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 43821 members 
Mstep: Class 18 contains 75131 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 7452 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 2083 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3054 members 
Mstep: Class 28 contains 30374 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29941 members 
Mstep: Class 31 contains 5378 members 
Mstep: Class 32 contains 6097 members 
Mstep: Class 33 contains 3336 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 4890 members 
Mstep: Class 36 contains 7835 members 
Mstep: Class 37 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54925712.000000 Penalty: 79549.101562
Iteration 78Q: 38 clusters Score -5.492571e+07 nChanged 201
Entering ConstructFrom: 
Score: -54925712.000000 Penalty: 79549.101562
Entering ConstructFrom: 
Trying to split cluster 1 (60504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Entering Unmasked Estep 
Score: -6256363.500000 Penalty: 1789.200562
	Iteration 0F: 2 clusters Score -6256364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -6216153.000000 Penalty: 3578.401123
	Iteration 0F: 3 clusters Score -6216153 nChanged 28424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6232063.500000 Penalty: 3578.401123
	Iteration 1F: 3 clusters Score -6232064 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -6232742.500000 Penalty: 3578.401123
	Iteration 2Q: 3 clusters Score -6232742 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6233707.000000 Penalty: 3578.401123
	Iteration 3Q: 3 clusters Score -6233707 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -6235360.500000 Penalty: 3578.401123
	Iteration 4F: 3 clusters Score -6235360 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -6238029.500000 Penalty: 3578.401123
	Iteration 5F: 3 clusters Score -6238030 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -6242085.000000 Penalty: 3578.401123
	Iteration 6F: 3 clusters Score -6242085 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -6246622.000000 Penalty: 3578.401123
	Iteration 7F: 3 clusters Score -6246622 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -6250500.000000 Penalty: 3578.401123
	Iteration 8F: 3 clusters Score -6250500 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -6252794.000000 Penalty: 3578.401123
	Iteration 9Q: 3 clusters Score -6252794 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -6253956.000000 Penalty: 3578.401123
	Iteration 10Q: 3 clusters Score -6253956 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -6254419.500000 Penalty: 3578.401123
	Iteration 11Q: 3 clusters Score -6254420 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -6254580.500000 Penalty: 3578.401123
	Iteration 12Q: 3 clusters Score -6254580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -6254660.500000 Penalty: 3578.401123
	Iteration 13Q: 3 clusters Score -6254660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -6254726.000000 Penalty: 3578.401123
	Iteration 14Q: 3 clusters Score -6254726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -6254770.000000 Penalty: 3578.401123
	Iteration 15Q: 3 clusters Score -6254770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -6254793.000000 Penalty: 3578.401123
	Iteration 16Q: 3 clusters Score -6254793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -6254814.500000 Penalty: 3578.401123
	Iteration 17Q: 3 clusters Score -6254814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -6254818.500000 Penalty: 3578.401123
	Iteration 18Q: 3 clusters Score -6254818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -6254818.500000 Penalty: 3578.401123
	Iteration 19F: 3 clusters Score -6254818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -876640.187500 Penalty: 1489.283203
	Iteration 0F: 2 clusters Score -876640.2 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 4783 members 
Entering Unmasked Estep 
Score: -869789.375000 Penalty: 2978.566406
	Iteration 0F: 3 clusters Score -869789.4 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -872060.625000 Penalty: 2978.566406
	Iteration 1F: 3 clusters Score -872060.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -872398.000000 Penalty: 2978.566406
	Iteration 2F: 3 clusters Score -872398 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -872630.812500 Penalty: 2978.566406
	Iteration 3F: 3 clusters Score -872630.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -872847.125000 Penalty: 2978.566406
	Iteration 4Q: 3 clusters Score -872847.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -873048.687500 Penalty: 2978.566406
	Iteration 5Q: 3 clusters Score -873048.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -873216.125000 Penalty: 2978.566406
	Iteration 6Q: 3 clusters Score -873216.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -873369.687500 Penalty: 2978.566406
	Iteration 7Q: 3 clusters Score -873369.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -873535.812500 Penalty: 2978.566406
	Iteration 8Q: 3 clusters Score -873535.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -873707.875000 Penalty: 2978.566406
	Iteration 9Q: 3 clusters Score -873707.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -873890.187500 Penalty: 2978.566406
	Iteration 10Q: 3 clusters Score -873890.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -874078.812500 Penalty: 2978.566406
	Iteration 11Q: 3 clusters Score -874078.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -874251.562500 Penalty: 2978.566406
	Iteration 12Q: 3 clusters Score -874251.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -874414.062500 Penalty: 2978.566406
	Iteration 13Q: 3 clusters Score -874414.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -874545.875000 Penalty: 2978.566406
	Iteration 14Q: 3 clusters Score -874545.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -874654.500000 Penalty: 2978.566406
	Iteration 15Q: 3 clusters Score -874654.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -874740.187500 Penalty: 2978.566406
	Iteration 16Q: 3 clusters Score -874740.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -874793.750000 Penalty: 2978.566406
	Iteration 17Q: 3 clusters Score -874793.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -874830.500000 Penalty: 2978.566406
	Iteration 18Q: 3 clusters Score -874830.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -874862.250000 Penalty: 2978.566406
	Iteration 19Q: 3 clusters Score -874862.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -874888.062500 Penalty: 2978.566406
	Iteration 20F: 3 clusters Score -874888.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -874904.562500 Penalty: 2978.566406
	Iteration 21Q: 3 clusters Score -874904.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -874919.687500 Penalty: 2978.566406
	Iteration 22Q: 3 clusters Score -874919.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -874937.812500 Penalty: 2978.566406
	Iteration 23Q: 3 clusters Score -874937.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -874955.375000 Penalty: 2978.566406
	Iteration 24Q: 3 clusters Score -874955.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -874967.750000 Penalty: 2978.566406
	Iteration 25Q: 3 clusters Score -874967.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -874981.250000 Penalty: 2978.566406
	Iteration 26Q: 3 clusters Score -874981.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -874987.937500 Penalty: 2978.566406
	Iteration 27Q: 3 clusters Score -874987.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -874995.500000 Penalty: 2978.566406
	Iteration 28Q: 3 clusters Score -874995.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -875001.750000 Penalty: 2978.566406
	Iteration 29Q: 3 clusters Score -875001.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -875005.000000 Penalty: 2978.566406
	Iteration 30Q: 3 clusters Score -875005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -875007.187500 Penalty: 2978.566406
	Iteration 31Q: 3 clusters Score -875007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -875011.250000 Penalty: 2978.566406
	Iteration 32Q: 3 clusters Score -875011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -875014.375000 Penalty: 2978.566406
	Iteration 33Q: 3 clusters Score -875014.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -875018.125000 Penalty: 2978.566406
	Iteration 34Q: 3 clusters Score -875018.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -875019.000000 Penalty: 2978.566406
	Iteration 35Q: 3 clusters Score -875019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -875024.250000 Penalty: 2978.566406
	Iteration 36Q: 3 clusters Score -875024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -875029.312500 Penalty: 2978.566406
	Iteration 37Q: 3 clusters Score -875029.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -875032.812500 Penalty: 2978.566406
	Iteration 38Q: 3 clusters Score -875032.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -875034.000000 Penalty: 2978.566406
	Iteration 39Q: 3 clusters Score -875034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -875038.500000 Penalty: 2978.566406
	Iteration 40F: 3 clusters Score -875038.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -875043.375000 Penalty: 2978.566406
	Iteration 41Q: 3 clusters Score -875043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -875046.687500 Penalty: 2978.566406
	Iteration 42Q: 3 clusters Score -875046.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -875053.437500 Penalty: 2978.566406
	Iteration 43Q: 3 clusters Score -875053.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -875058.312500 Penalty: 2978.566406
	Iteration 44Q: 3 clusters Score -875058.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -875060.062500 Penalty: 2978.566406
	Iteration 45Q: 3 clusters Score -875060.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -875065.937500 Penalty: 2978.566406
	Iteration 46Q: 3 clusters Score -875065.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -875069.625000 Penalty: 2978.566406
	Iteration 47Q: 3 clusters Score -875069.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -875072.062500 Penalty: 2978.566406
	Iteration 48Q: 3 clusters Score -875072.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -875077.125000 Penalty: 2978.566406
	Iteration 49Q: 3 clusters Score -875077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -875075.250000 Penalty: 2978.566406
	Iteration 50Q: 3 clusters Score -875075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -875079.312500 Penalty: 2978.566406
	Iteration 51Q: 3 clusters Score -875079.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -875083.500000 Penalty: 2978.566406
	Iteration 52Q: 3 clusters Score -875083.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -875086.875000 Penalty: 2978.566406
	Iteration 53Q: 3 clusters Score -875086.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -875088.250000 Penalty: 2978.566406
	Iteration 54Q: 3 clusters Score -875088.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -875093.312500 Penalty: 2978.566406
	Iteration 55Q: 3 clusters Score -875093.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -875098.187500 Penalty: 2978.566406
	Iteration 56Q: 3 clusters Score -875098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -875102.437500 Penalty: 2978.566406
	Iteration 57Q: 3 clusters Score -875102.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -875104.812500 Penalty: 2978.566406
	Iteration 58Q: 3 clusters Score -875104.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -875110.375000 Penalty: 2978.566406
	Iteration 59Q: 3 clusters Score -875110.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -875113.062500 Penalty: 2978.566406
	Iteration 60F: 3 clusters Score -875113.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -875118.875000 Penalty: 2978.566406
	Iteration 61Q: 3 clusters Score -875118.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -875122.937500 Penalty: 2978.566406
	Iteration 62Q: 3 clusters Score -875122.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -875132.812500 Penalty: 2978.566406
	Iteration 63Q: 3 clusters Score -875132.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -875141.375000 Penalty: 2978.566406
	Iteration 64Q: 3 clusters Score -875141.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -875153.500000 Penalty: 2978.566406
	Iteration 65Q: 3 clusters Score -875153.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -875159.500000 Penalty: 2978.566406
	Iteration 66Q: 3 clusters Score -875159.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -875167.625000 Penalty: 2978.566406
	Iteration 67Q: 3 clusters Score -875167.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -875172.625000 Penalty: 2978.566406
	Iteration 68Q: 3 clusters Score -875172.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -875180.812500 Penalty: 2978.566406
	Iteration 69Q: 3 clusters Score -875180.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -875188.812500 Penalty: 2978.566406
	Iteration 70Q: 3 clusters Score -875188.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -875194.687500 Penalty: 2978.566406
	Iteration 71Q: 3 clusters Score -875194.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -875203.687500 Penalty: 2978.566406
	Iteration 72Q: 3 clusters Score -875203.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -875211.500000 Penalty: 2978.566406
	Iteration 73Q: 3 clusters Score -875211.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -875224.750000 Penalty: 2978.566406
	Iteration 74Q: 3 clusters Score -875224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -875233.750000 Penalty: 2978.566406
	Iteration 75Q: 3 clusters Score -875233.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -875246.500000 Penalty: 2978.566406
	Iteration 76Q: 3 clusters Score -875246.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -875259.125000 Penalty: 2978.566406
	Iteration 77Q: 3 clusters Score -875259.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -875272.937500 Penalty: 2978.566406
	Iteration 78Q: 3 clusters Score -875272.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -875301.937500 Penalty: 2978.566406
	Iteration 79Q: 3 clusters Score -875301.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -875337.000000 Penalty: 2978.566406
	Iteration 80F: 3 clusters Score -875337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -875376.562500 Penalty: 2978.566406
	Iteration 81Q: 3 clusters Score -875376.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -875412.937500 Penalty: 2978.566406
	Iteration 82Q: 3 clusters Score -875412.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -875452.687500 Penalty: 2978.566406
	Iteration 83Q: 3 clusters Score -875452.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -875479.937500 Penalty: 2978.566406
	Iteration 84Q: 3 clusters Score -875479.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -875517.687500 Penalty: 2978.566406
	Iteration 85Q: 3 clusters Score -875517.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -875543.062500 Penalty: 2978.566406
	Iteration 86Q: 3 clusters Score -875543.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -875559.750000 Penalty: 2978.566406
	Iteration 87Q: 3 clusters Score -875559.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -875583.125000 Penalty: 2978.566406
	Iteration 88Q: 3 clusters Score -875583.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -875602.937500 Penalty: 2978.566406
	Iteration 89Q: 3 clusters Score -875602.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -875618.000000 Penalty: 2978.566406
	Iteration 90Q: 3 clusters Score -875618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -875631.437500 Penalty: 2978.566406
	Iteration 91Q: 3 clusters Score -875631.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -875646.687500 Penalty: 2978.566406
	Iteration 92Q: 3 clusters Score -875646.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -875652.562500 Penalty: 2978.566406
	Iteration 93Q: 3 clusters Score -875652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -875654.937500 Penalty: 2978.566406
	Iteration 94Q: 3 clusters Score -875654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -875657.250000 Penalty: 2978.566406
	Iteration 95Q: 3 clusters Score -875657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -875657.687500 Penalty: 2978.566406
	Iteration 96Q: 3 clusters Score -875657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -875659.187500 Penalty: 2978.566406
	Iteration 97Q: 3 clusters Score -875659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -875659.625000 Penalty: 2978.566406
	Iteration 98Q: 3 clusters Score -875659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -875661.562500 Penalty: 2978.566406
	Iteration 99Q: 3 clusters Score -875661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -875663.750000 Penalty: 2978.566406
	Iteration 100F: 3 clusters Score -875663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -875668.125000 Penalty: 2978.566406
	Iteration 101Q: 3 clusters Score -875668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -875666.812500 Penalty: 2978.566406
	Iteration 102Q: 3 clusters Score -875666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -875666.812500 Penalty: 2978.566406
	Iteration 103Q: 3 clusters Score -875666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -875666.812500 Penalty: 2978.566406
	Iteration 104F: 3 clusters Score -875666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Entering Unmasked Estep 
Score: -813867.812500 Penalty: 1464.570679
	Iteration 0F: 2 clusters Score -813867.8 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 4067 members 
Entering Unmasked Estep 
Score: -807823.375000 Penalty: 2929.141357
	Iteration 0F: 3 clusters Score -807823.4 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -809831.125000 Penalty: 2929.141357
	Iteration 1F: 3 clusters Score -809831.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -810275.000000 Penalty: 2929.141357
	Iteration 2F: 3 clusters Score -810275 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -810736.062500 Penalty: 2929.141357
	Iteration 3F: 3 clusters Score -810736.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -811184.125000 Penalty: 2929.141357
	Iteration 4F: 3 clusters Score -811184.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -811663.000000 Penalty: 2929.141357
	Iteration 5F: 3 clusters Score -811663 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -811984.437500 Penalty: 2929.141357
	Iteration 6F: 3 clusters Score -811984.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -812172.312500 Penalty: 2929.141357
	Iteration 7Q: 3 clusters Score -812172.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -812278.937500 Penalty: 2929.141357
	Iteration 8Q: 3 clusters Score -812278.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -812323.750000 Penalty: 2929.141357
	Iteration 9Q: 3 clusters Score -812323.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -812352.437500 Penalty: 2929.141357
	Iteration 10Q: 3 clusters Score -812352.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -812371.437500 Penalty: 2929.141357
	Iteration 11Q: 3 clusters Score -812371.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -812379.937500 Penalty: 2929.141357
	Iteration 12Q: 3 clusters Score -812379.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -812386.562500 Penalty: 2929.141357
	Iteration 13Q: 3 clusters Score -812386.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -812390.312500 Penalty: 2929.141357
	Iteration 14Q: 3 clusters Score -812390.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -812393.562500 Penalty: 2929.141357
	Iteration 15Q: 3 clusters Score -812393.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -812396.562500 Penalty: 2929.141357
	Iteration 16Q: 3 clusters Score -812396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -812398.312500 Penalty: 2929.141357
	Iteration 17Q: 3 clusters Score -812398.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -812400.750000 Penalty: 2929.141357
	Iteration 18Q: 3 clusters Score -812400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -812401.187500 Penalty: 2929.141357
	Iteration 19Q: 3 clusters Score -812401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -812401.187500 Penalty: 2929.141357
	Iteration 20F: 3 clusters Score -812401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -812401.250000 Penalty: 2929.141357
	Iteration 21Q: 3 clusters Score -812401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -812401.000000 Penalty: 2929.141357
	Iteration 22Q: 3 clusters Score -812401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -812401.625000 Penalty: 2929.141357
	Iteration 23Q: 3 clusters Score -812401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -812401.312500 Penalty: 2929.141357
	Iteration 24Q: 3 clusters Score -812401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -812401.312500 Penalty: 2929.141357
	Iteration 25F: 3 clusters Score -812401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Entering Unmasked Estep 
Score: -2014541.875000 Penalty: 1621.574463
	Iteration 0F: 2 clusters Score -2014542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1999883.750000 Penalty: 3243.148926
	Iteration 0F: 3 clusters Score -1999884 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2005603.625000 Penalty: 3243.148926
	Iteration 1F: 3 clusters Score -2005604 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2006357.000000 Penalty: 3243.148926
	Iteration 2F: 3 clusters Score -2006357 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2007101.250000 Penalty: 3243.148926
	Iteration 3F: 3 clusters Score -2007101 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2007897.250000 Penalty: 3243.148926
	Iteration 4F: 3 clusters Score -2007897 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2008607.000000 Penalty: 3243.148926
	Iteration 5F: 3 clusters Score -2008607 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2009156.875000 Penalty: 3243.148926
	Iteration 6F: 3 clusters Score -2009157 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2009578.375000 Penalty: 3243.148926
	Iteration 7Q: 3 clusters Score -2009578 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2009882.375000 Penalty: 3243.148926
	Iteration 8Q: 3 clusters Score -2009882 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2010166.375000 Penalty: 3243.148926
	Iteration 9Q: 3 clusters Score -2010166 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2010424.875000 Penalty: 3243.148926
	Iteration 10Q: 3 clusters Score -2010425 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2010678.625000 Penalty: 3243.148926
	Iteration 11Q: 3 clusters Score -2010679 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2010920.000000 Penalty: 3243.148926
	Iteration 12Q: 3 clusters Score -2010920 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2011108.875000 Penalty: 3243.148926
	Iteration 13Q: 3 clusters Score -2011109 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2011251.500000 Penalty: 3243.148926
	Iteration 14Q: 3 clusters Score -2011252 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2011362.125000 Penalty: 3243.148926
	Iteration 15Q: 3 clusters Score -2011362 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2011464.875000 Penalty: 3243.148926
	Iteration 16Q: 3 clusters Score -2011465 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2011571.250000 Penalty: 3243.148926
	Iteration 17Q: 3 clusters Score -2011571 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2011665.125000 Penalty: 3243.148926
	Iteration 18Q: 3 clusters Score -2011665 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2011728.750000 Penalty: 3243.148926
	Iteration 19Q: 3 clusters Score -2011729 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2011787.625000 Penalty: 3243.148926
	Iteration 20F: 3 clusters Score -2011788 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2011854.250000 Penalty: 3243.148926
	Iteration 21Q: 3 clusters Score -2011854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2011910.250000 Penalty: 3243.148926
	Iteration 22Q: 3 clusters Score -2011910 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2011971.000000 Penalty: 3243.148926
	Iteration 23Q: 3 clusters Score -2011971 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2012029.250000 Penalty: 3243.148926
	Iteration 24Q: 3 clusters Score -2012029 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2012091.750000 Penalty: 3243.148926
	Iteration 25Q: 3 clusters Score -2012092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2012153.000000 Penalty: 3243.148926
	Iteration 26Q: 3 clusters Score -2012153 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2012209.875000 Penalty: 3243.148926
	Iteration 27Q: 3 clusters Score -2012210 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2012255.125000 Penalty: 3243.148926
	Iteration 28Q: 3 clusters Score -2012255 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2012303.750000 Penalty: 3243.148926
	Iteration 29Q: 3 clusters Score -2012304 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2012366.250000 Penalty: 3243.148926
	Iteration 30Q: 3 clusters Score -2012366 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2012426.125000 Penalty: 3243.148926
	Iteration 31Q: 3 clusters Score -2012426 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2012480.250000 Penalty: 3243.148926
	Iteration 32Q: 3 clusters Score -2012480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2012541.875000 Penalty: 3243.148926
	Iteration 33Q: 3 clusters Score -2012542 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2012602.000000 Penalty: 3243.148926
	Iteration 34Q: 3 clusters Score -2012602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2012647.375000 Penalty: 3243.148926
	Iteration 35Q: 3 clusters Score -2012647 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2012704.875000 Penalty: 3243.148926
	Iteration 36Q: 3 clusters Score -2012705 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2012756.000000 Penalty: 3243.148926
	Iteration 37Q: 3 clusters Score -2012756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2012795.875000 Penalty: 3243.148926
	Iteration 38Q: 3 clusters Score -2012796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2012838.000000 Penalty: 3243.148926
	Iteration 39Q: 3 clusters Score -2012838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2012866.000000 Penalty: 3243.148926
	Iteration 40F: 3 clusters Score -2012866 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2012907.625000 Penalty: 3243.148926
	Iteration 41Q: 3 clusters Score -2012908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2012939.000000 Penalty: 3243.148926
	Iteration 42Q: 3 clusters Score -2012939 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2012979.500000 Penalty: 3243.148926
	Iteration 43Q: 3 clusters Score -2012980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2013010.250000 Penalty: 3243.148926
	Iteration 44Q: 3 clusters Score -2013010 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2013044.375000 Penalty: 3243.148926
	Iteration 45Q: 3 clusters Score -2013044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2013079.125000 Penalty: 3243.148926
	Iteration 46Q: 3 clusters Score -2013079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2013108.125000 Penalty: 3243.148926
	Iteration 47Q: 3 clusters Score -2013108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2013147.625000 Penalty: 3243.148926
	Iteration 48Q: 3 clusters Score -2013148 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2013181.000000 Penalty: 3243.148926
	Iteration 49Q: 3 clusters Score -2013181 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2013234.500000 Penalty: 3243.148926
	Iteration 50Q: 3 clusters Score -2013234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2013280.500000 Penalty: 3243.148926
	Iteration 51Q: 3 clusters Score -2013280 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2013348.875000 Penalty: 3243.148926
	Iteration 52Q: 3 clusters Score -2013349 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2013408.875000 Penalty: 3243.148926
	Iteration 53Q: 3 clusters Score -2013409 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2013487.375000 Penalty: 3243.148926
	Iteration 54Q: 3 clusters Score -2013487 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2013565.750000 Penalty: 3243.148926
	Iteration 55Q: 3 clusters Score -2013566 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2013671.000000 Penalty: 3243.148926
	Iteration 56Q: 3 clusters Score -2013671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2013788.625000 Penalty: 3243.148926
	Iteration 57Q: 3 clusters Score -2013789 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2013887.125000 Penalty: 3243.148926
	Iteration 58Q: 3 clusters Score -2013887 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2014001.000000 Penalty: 3243.148926
	Iteration 59Q: 3 clusters Score -2014001 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2014096.250000 Penalty: 3243.148926
	Iteration 60F: 3 clusters Score -2014096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2014175.500000 Penalty: 3243.148926
	Iteration 61Q: 3 clusters Score -2014176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2014237.875000 Penalty: 3243.148926
	Iteration 62Q: 3 clusters Score -2014238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2014296.125000 Penalty: 3243.148926
	Iteration 63Q: 3 clusters Score -2014296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2014350.875000 Penalty: 3243.148926
	Iteration 64Q: 3 clusters Score -2014351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2014384.250000 Penalty: 3243.148926
	Iteration 65Q: 3 clusters Score -2014384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2014420.250000 Penalty: 3243.148926
	Iteration 66Q: 3 clusters Score -2014420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2014459.125000 Penalty: 3243.148926
	Iteration 67Q: 3 clusters Score -2014459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2014498.750000 Penalty: 3243.148926
	Iteration 68Q: 3 clusters Score -2014499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2014534.750000 Penalty: 3243.148926
	Iteration 69Q: 3 clusters Score -2014535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2014563.750000 Penalty: 3243.148926
	Iteration 70Q: 3 clusters Score -2014564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2014591.750000 Penalty: 3243.148926
	Iteration 71Q: 3 clusters Score -2014592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2014611.000000 Penalty: 3243.148926
	Iteration 72Q: 3 clusters Score -2014611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2014619.625000 Penalty: 3243.148926
	Iteration 73Q: 3 clusters Score -2014620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2014626.375000 Penalty: 3243.148926
	Iteration 74Q: 3 clusters Score -2014626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2014630.500000 Penalty: 3243.148926
	Iteration 75Q: 3 clusters Score -2014630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2014631.250000 Penalty: 3243.148926
	Iteration 76Q: 3 clusters Score -2014631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2014632.375000 Penalty: 3243.148926
	Iteration 77Q: 3 clusters Score -2014632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2014637.750000 Penalty: 3243.148926
	Iteration 78Q: 3 clusters Score -2014638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2014640.750000 Penalty: 3243.148926
	Iteration 79Q: 3 clusters Score -2014641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2014648.125000 Penalty: 3243.148926
	Iteration 80F: 3 clusters Score -2014648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2014658.125000 Penalty: 3243.148926
	Iteration 81Q: 3 clusters Score -2014658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2014666.375000 Penalty: 3243.148926
	Iteration 82Q: 3 clusters Score -2014666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2014672.250000 Penalty: 3243.148926
	Iteration 83Q: 3 clusters Score -2014672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2014677.125000 Penalty: 3243.148926
	Iteration 84Q: 3 clusters Score -2014677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2014677.000000 Penalty: 3243.148926
	Iteration 85Q: 3 clusters Score -2014677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2014681.875000 Penalty: 3243.148926
	Iteration 86Q: 3 clusters Score -2014682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2014689.500000 Penalty: 3243.148926
	Iteration 87Q: 3 clusters Score -2014690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2014693.875000 Penalty: 3243.148926
	Iteration 88Q: 3 clusters Score -2014694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2014698.250000 Penalty: 3243.148926
	Iteration 89Q: 3 clusters Score -2014698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2014702.625000 Penalty: 3243.148926
	Iteration 90Q: 3 clusters Score -2014703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2014707.375000 Penalty: 3243.148926
	Iteration 91Q: 3 clusters Score -2014707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2014713.625000 Penalty: 3243.148926
	Iteration 92Q: 3 clusters Score -2014714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2014715.000000 Penalty: 3243.148926
	Iteration 93Q: 3 clusters Score -2014715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2014718.250000 Penalty: 3243.148926
	Iteration 94Q: 3 clusters Score -2014718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2014718.750000 Penalty: 3243.148926
	Iteration 95Q: 3 clusters Score -2014719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2014720.750000 Penalty: 3243.148926
	Iteration 96Q: 3 clusters Score -2014721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2014720.375000 Penalty: 3243.148926
	Iteration 97Q: 3 clusters Score -2014720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2014720.625000 Penalty: 3243.148926
	Iteration 98Q: 3 clusters Score -2014721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2014723.625000 Penalty: 3243.148926
	Iteration 99Q: 3 clusters Score -2014724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2014725.750000 Penalty: 3243.148926
	Iteration 100F: 3 clusters Score -2014726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2014724.375000 Penalty: 3243.148926
	Iteration 101Q: 3 clusters Score -2014724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2014724.375000 Penalty: 3243.148926
	Iteration 102F: 3 clusters Score -2014724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 32602 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 10555 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 9034 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 889 members 
Entering Unmasked Estep 
Score: -54925368.000000 Penalty: 81699.078125
Splitting cluster 4 changes total score from -54925712.000000 to -54925368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -405488.312500 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -405488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -402064.656250 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -402064.7 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -403026.906250 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -403026.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -403261.468750 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -403261.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -403531.843750 Penalty: 2706.432373
	Iteration 3F: 3 clusters Score -403531.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -403783.093750 Penalty: 2706.432373
	Iteration 4F: 3 clusters Score -403783.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -403998.156250 Penalty: 2706.432373
	Iteration 5F: 3 clusters Score -403998.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -404213.625000 Penalty: 2706.432373
	Iteration 6F: 3 clusters Score -404213.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -404434.000000 Penalty: 2706.432373
	Iteration 7F: 3 clusters Score -404434 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -404741.718750 Penalty: 2706.432373
	Iteration 8F: 3 clusters Score -404741.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -405056.656250 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -405056.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -405239.281250 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -405239.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405301.562500 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -405301.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -405337.187500 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -405337.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -405366.937500 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -405366.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -405377.062500 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -405377.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -405382.656250 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -405382.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -405385.906250 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -405385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -405386.812500 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -405386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -405389.093750 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -405389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -405389.250000 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -405389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -405389.250000 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -405389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -170780.671875 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -170780.7 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 895 members 
Entering Unmasked Estep 
Score: -168838.140625 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -168838.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -169380.750000 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -169380.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169531.140625 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -169531.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169683.156250 Penalty: 2431.688721
	Iteration 3F: 3 clusters Score -169683.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -169808.343750 Penalty: 2431.688721
	Iteration 4F: 3 clusters Score -169808.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -169907.421875 Penalty: 2431.688721
	Iteration 5Q: 3 clusters Score -169907.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -170004.859375 Penalty: 2431.688721
	Iteration 6Q: 3 clusters Score -170004.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170095.671875 Penalty: 2431.688721
	Iteration 7Q: 3 clusters Score -170095.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170168.984375 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -170169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -170232.296875 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -170232.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170284.812500 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -170284.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170334.812500 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -170334.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -170379.984375 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -170380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -170413.359375 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -170413.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170439.953125 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -170440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -170463.062500 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -170463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -170471.734375 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -170471.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170481.625000 Penalty: 2431.688721
	Iteration 17Q: 3 clusters Score -170481.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -170494.687500 Penalty: 2431.688721
	Iteration 18Q: 3 clusters Score -170494.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170502.312500 Penalty: 2431.688721
	Iteration 19Q: 3 clusters Score -170502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170503.843750 Penalty: 2431.688721
	Iteration 20F: 3 clusters Score -170503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -170504.484375 Penalty: 2431.688721
	Iteration 21Q: 3 clusters Score -170504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -170505.812500 Penalty: 2431.688721
	Iteration 22Q: 3 clusters Score -170505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170506.343750 Penalty: 2431.688721
	Iteration 23Q: 3 clusters Score -170506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -170507.343750 Penalty: 2431.688721
	Iteration 24Q: 3 clusters Score -170507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -170508.984375 Penalty: 2431.688721
	Iteration 25Q: 3 clusters Score -170509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -170509.375000 Penalty: 2431.688721
	Iteration 26Q: 3 clusters Score -170509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -170509.375000 Penalty: 2431.688721
	Iteration 27F: 3 clusters Score -170509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (113796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Entering Unmasked Estep 
Score: -11614010.000000 Penalty: 1891.851318
	Iteration 0F: 2 clusters Score -1.161401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -11539114.000000 Penalty: 3783.702637
	Iteration 0F: 3 clusters Score -1.153911e+07 nChanged 54681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -11571035.000000 Penalty: 3783.702637
	Iteration 1F: 3 clusters Score -1.157104e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -11572188.000000 Penalty: 3783.702637
	Iteration 2Q: 3 clusters Score -1.157219e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -11573869.000000 Penalty: 3783.702637
	Iteration 3Q: 3 clusters Score -1.157387e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -11576427.000000 Penalty: 3783.702637
	Iteration 4Q: 3 clusters Score -1.157643e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -11580689.000000 Penalty: 3783.702637
	Iteration 5F: 3 clusters Score -1.158069e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -11586627.000000 Penalty: 3783.702637
	Iteration 6F: 3 clusters Score -1.158663e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -11593118.000000 Penalty: 3783.702637
	Iteration 7F: 3 clusters Score -1.159312e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -11599289.000000 Penalty: 3783.702637
	Iteration 8F: 3 clusters Score -1.159929e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -11604094.000000 Penalty: 3783.702637
	Iteration 9Q: 3 clusters Score -1.160409e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -11606801.000000 Penalty: 3783.702637
	Iteration 10Q: 3 clusters Score -1.16068e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -11608268.000000 Penalty: 3783.702637
	Iteration 11Q: 3 clusters Score -1.160827e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -11608979.000000 Penalty: 3783.702637
	Iteration 12Q: 3 clusters Score -1.160898e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -11609365.000000 Penalty: 3783.702637
	Iteration 13Q: 3 clusters Score -1.160936e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -11609613.000000 Penalty: 3783.702637
	Iteration 14Q: 3 clusters Score -1.160961e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -11609731.000000 Penalty: 3783.702637
	Iteration 15Q: 3 clusters Score -1.160973e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -11609850.000000 Penalty: 3783.702637
	Iteration 16Q: 3 clusters Score -1.160985e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -11609873.000000 Penalty: 3783.702637
	Iteration 17Q: 3 clusters Score -1.160987e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -11609960.000000 Penalty: 3783.702637
	Iteration 18Q: 3 clusters Score -1.160996e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -11610016.000000 Penalty: 3783.702637
	Iteration 19Q: 3 clusters Score -1.161002e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -11610049.000000 Penalty: 3783.702637
	Iteration 20F: 3 clusters Score -1.161005e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -11610119.000000 Penalty: 3783.702637
	Iteration 21Q: 3 clusters Score -1.161012e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -11610223.000000 Penalty: 3783.702637
	Iteration 22Q: 3 clusters Score -1.161022e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -11610372.000000 Penalty: 3783.702637
	Iteration 23Q: 3 clusters Score -1.161037e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -11610533.000000 Penalty: 3783.702637
	Iteration 24Q: 3 clusters Score -1.161053e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -11610836.000000 Penalty: 3783.702637
	Iteration 25Q: 3 clusters Score -1.161084e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -11611198.000000 Penalty: 3783.702637
	Iteration 26Q: 3 clusters Score -1.16112e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -11611601.000000 Penalty: 3783.702637
	Iteration 27Q: 3 clusters Score -1.16116e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -11611979.000000 Penalty: 3783.702637
	Iteration 28Q: 3 clusters Score -1.161198e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96336 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -11612223.000000 Penalty: 3783.702637
	Iteration 29Q: 3 clusters Score -1.161222e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -11612369.000000 Penalty: 3783.702637
	Iteration 30Q: 3 clusters Score -1.161237e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -11612445.000000 Penalty: 3783.702637
	Iteration 31Q: 3 clusters Score -1.161244e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -11612518.000000 Penalty: 3783.702637
	Iteration 32Q: 3 clusters Score -1.161252e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -11612559.000000 Penalty: 3783.702637
	Iteration 33Q: 3 clusters Score -1.161256e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -11612567.000000 Penalty: 3783.702637
	Iteration 34Q: 3 clusters Score -1.161257e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -11612578.000000 Penalty: 3783.702637
	Iteration 35Q: 3 clusters Score -1.161258e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -11612605.000000 Penalty: 3783.702637
	Iteration 36Q: 3 clusters Score -1.16126e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -11612640.000000 Penalty: 3783.702637
	Iteration 37Q: 3 clusters Score -1.161264e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -11612660.000000 Penalty: 3783.702637
	Iteration 38Q: 3 clusters Score -1.161266e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -11612658.000000 Penalty: 3783.702637
	Iteration 39Q: 3 clusters Score -1.161266e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -11612711.000000 Penalty: 3783.702637
	Iteration 40F: 3 clusters Score -1.161271e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -11612711.000000 Penalty: 3783.702637
	Iteration 41Q: 3 clusters Score -1.161271e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -11612715.000000 Penalty: 3783.702637
	Iteration 42Q: 3 clusters Score -1.161272e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -11612736.000000 Penalty: 3783.702637
	Iteration 43Q: 3 clusters Score -1.161274e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -11612732.000000 Penalty: 3783.702637
	Iteration 44Q: 3 clusters Score -1.161273e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -11612716.000000 Penalty: 3783.702637
	Iteration 45Q: 3 clusters Score -1.161272e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -11612728.000000 Penalty: 3783.702637
	Iteration 46Q: 3 clusters Score -1.161273e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -11612715.000000 Penalty: 3783.702637
	Iteration 47Q: 3 clusters Score -1.161272e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -11612724.000000 Penalty: 3783.702637
	Iteration 48Q: 3 clusters Score -1.161272e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -11612699.000000 Penalty: 3783.702637
	Iteration 49Q: 3 clusters Score -1.16127e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -11612696.000000 Penalty: 3783.702637
	Iteration 50Q: 3 clusters Score -1.16127e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -11612693.000000 Penalty: 3783.702637
	Iteration 51Q: 3 clusters Score -1.161269e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -11612717.000000 Penalty: 3783.702637
	Iteration 52Q: 3 clusters Score -1.161272e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -11612704.000000 Penalty: 3783.702637
	Iteration 53Q: 3 clusters Score -1.16127e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -11612715.000000 Penalty: 3783.702637
	Iteration 54Q: 3 clusters Score -1.161272e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -11612715.000000 Penalty: 3783.702637
	Iteration 55Q: 3 clusters Score -1.161272e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -11612695.000000 Penalty: 3783.702637
	Iteration 56Q: 3 clusters Score -1.16127e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -11612702.000000 Penalty: 3783.702637
	Iteration 57Q: 3 clusters Score -1.16127e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -11612693.000000 Penalty: 3783.702637
	Iteration 58Q: 3 clusters Score -1.161269e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -11612694.000000 Penalty: 3783.702637
	Iteration 59Q: 3 clusters Score -1.161269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -11612684.000000 Penalty: 3783.702637
	Iteration 60F: 3 clusters Score -1.161268e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -11612687.000000 Penalty: 3783.702637
	Iteration 61Q: 3 clusters Score -1.161269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -11612692.000000 Penalty: 3783.702637
	Iteration 62Q: 3 clusters Score -1.161269e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -11612668.000000 Penalty: 3783.702637
	Iteration 63Q: 3 clusters Score -1.161267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -11612680.000000 Penalty: 3783.702637
	Iteration 64Q: 3 clusters Score -1.161268e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -11612677.000000 Penalty: 3783.702637
	Iteration 65Q: 3 clusters Score -1.161268e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -11612672.000000 Penalty: 3783.702637
	Iteration 66Q: 3 clusters Score -1.161267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -11612679.000000 Penalty: 3783.702637
	Iteration 67Q: 3 clusters Score -1.161268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -11612676.000000 Penalty: 3783.702637
	Iteration 68Q: 3 clusters Score -1.161268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102274 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -11612669.000000 Penalty: 3783.702637
	Iteration 69Q: 3 clusters Score -1.161267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -11612672.000000 Penalty: 3783.702637
	Iteration 70Q: 3 clusters Score -1.161267e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -11612678.000000 Penalty: 3783.702637
	Iteration 71Q: 3 clusters Score -1.161268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -11612670.000000 Penalty: 3783.702637
	Iteration 72Q: 3 clusters Score -1.161267e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -11612673.000000 Penalty: 3783.702637
	Iteration 73Q: 3 clusters Score -1.161267e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -11612698.000000 Penalty: 3783.702637
	Iteration 74Q: 3 clusters Score -1.16127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -11612692.000000 Penalty: 3783.702637
	Iteration 75Q: 3 clusters Score -1.161269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -11612705.000000 Penalty: 3783.702637
	Iteration 76Q: 3 clusters Score -1.16127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -11612696.000000 Penalty: 3783.702637
	Iteration 77Q: 3 clusters Score -1.16127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -11612691.000000 Penalty: 3783.702637
	Iteration 78Q: 3 clusters Score -1.161269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -11612682.000000 Penalty: 3783.702637
	Iteration 79Q: 3 clusters Score -1.161268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -11612686.000000 Penalty: 3783.702637
	Iteration 80F: 3 clusters Score -1.161269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -11612686.000000 Penalty: 3783.702637
	Iteration 81Q: 3 clusters Score -1.161269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -11612686.000000 Penalty: 3783.702637
	Iteration 82Q: 3 clusters Score -1.161269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -11612684.000000 Penalty: 3783.702637
	Iteration 83Q: 3 clusters Score -1.161268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -11612666.000000 Penalty: 3783.702637
	Iteration 84Q: 3 clusters Score -1.161267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -11612670.000000 Penalty: 3783.702637
	Iteration 85Q: 3 clusters Score -1.161267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -11612684.000000 Penalty: 3783.702637
	Iteration 86Q: 3 clusters Score -1.161268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102936 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -11612681.000000 Penalty: 3783.702637
	Iteration 87Q: 3 clusters Score -1.161268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -11612691.000000 Penalty: 3783.702637
	Iteration 88Q: 3 clusters Score -1.161269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -11612704.000000 Penalty: 3783.702637
	Iteration 89Q: 3 clusters Score -1.16127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -11612702.000000 Penalty: 3783.702637
	Iteration 90Q: 3 clusters Score -1.16127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -11612705.000000 Penalty: 3783.702637
	Iteration 91Q: 3 clusters Score -1.16127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103092 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -11612705.000000 Penalty: 3783.702637
	Iteration 92Q: 3 clusters Score -1.16127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -11612714.000000 Penalty: 3783.702637
	Iteration 93Q: 3 clusters Score -1.161271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -11612700.000000 Penalty: 3783.702637
	Iteration 94Q: 3 clusters Score -1.16127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -11612685.000000 Penalty: 3783.702637
	Iteration 95Q: 3 clusters Score -1.161268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -11612697.000000 Penalty: 3783.702637
	Iteration 96Q: 3 clusters Score -1.16127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -11612689.000000 Penalty: 3783.702637
	Iteration 97Q: 3 clusters Score -1.161269e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -11612703.000000 Penalty: 3783.702637
	Iteration 98Q: 3 clusters Score -1.16127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -11612711.000000 Penalty: 3783.702637
	Iteration 99Q: 3 clusters Score -1.161271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -11612695.000000 Penalty: 3783.702637
	Iteration 100F: 3 clusters Score -1.16127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -11612694.000000 Penalty: 3783.702637
	Iteration 101Q: 3 clusters Score -1.161269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -11612698.000000 Penalty: 3783.702637
	Iteration 102Q: 3 clusters Score -1.16127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -11612687.000000 Penalty: 3783.702637
	Iteration 103Q: 3 clusters Score -1.161269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -11612696.000000 Penalty: 3783.702637
	Iteration 104Q: 3 clusters Score -1.16127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -11612699.000000 Penalty: 3783.702637
	Iteration 105Q: 3 clusters Score -1.16127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103469 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -11612701.000000 Penalty: 3783.702637
	Iteration 106Q: 3 clusters Score -1.16127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -11612699.000000 Penalty: 3783.702637
	Iteration 107Q: 3 clusters Score -1.16127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -11612712.000000 Penalty: 3783.702637
	Iteration 108Q: 3 clusters Score -1.161271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -11612716.000000 Penalty: 3783.702637
	Iteration 109Q: 3 clusters Score -1.161272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -11612697.000000 Penalty: 3783.702637
	Iteration 110Q: 3 clusters Score -1.16127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -11612707.000000 Penalty: 3783.702637
	Iteration 111Q: 3 clusters Score -1.161271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -11612713.000000 Penalty: 3783.702637
	Iteration 112Q: 3 clusters Score -1.161271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103622 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -11612706.000000 Penalty: 3783.702637
	Iteration 113Q: 3 clusters Score -1.161271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -11612711.000000 Penalty: 3783.702637
	Iteration 114Q: 3 clusters Score -1.161271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -11612703.000000 Penalty: 3783.702637
	Iteration 115Q: 3 clusters Score -1.16127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -11612690.000000 Penalty: 3783.702637
	Iteration 116Q: 3 clusters Score -1.161269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -11612667.000000 Penalty: 3783.702637
	Iteration 117Q: 3 clusters Score -1.161267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -11612676.000000 Penalty: 3783.702637
	Iteration 118Q: 3 clusters Score -1.161268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -11612685.000000 Penalty: 3783.702637
	Iteration 119Q: 3 clusters Score -1.161268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -11612683.000000 Penalty: 3783.702637
	Iteration 120F: 3 clusters Score -1.161268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -11612682.000000 Penalty: 3783.702637
	Iteration 121Q: 3 clusters Score -1.161268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -11612681.000000 Penalty: 3783.702637
	Iteration 122Q: 3 clusters Score -1.161268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -11612683.000000 Penalty: 3783.702637
	Iteration 123Q: 3 clusters Score -1.161268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -11612683.000000 Penalty: 3783.702637
	Iteration 124Q: 3 clusters Score -1.161268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103734 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -11612692.000000 Penalty: 3783.702637
	Iteration 125Q: 3 clusters Score -1.161269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -11612691.000000 Penalty: 3783.702637
	Iteration 126Q: 3 clusters Score -1.161269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103753 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -11612688.000000 Penalty: 3783.702637
	Iteration 127Q: 3 clusters Score -1.161269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -11612678.000000 Penalty: 3783.702637
	Iteration 128Q: 3 clusters Score -1.161268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -11612675.000000 Penalty: 3783.702637
	Iteration 129Q: 3 clusters Score -1.161268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -11612679.000000 Penalty: 3783.702637
	Iteration 130Q: 3 clusters Score -1.161268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103801 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -11612671.000000 Penalty: 3783.702637
	Iteration 131Q: 3 clusters Score -1.161267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -11612674.000000 Penalty: 3783.702637
	Iteration 132Q: 3 clusters Score -1.161267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103832 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -11612680.000000 Penalty: 3783.702637
	Iteration 133Q: 3 clusters Score -1.161268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -11612672.000000 Penalty: 3783.702637
	Iteration 134Q: 3 clusters Score -1.161267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -11612678.000000 Penalty: 3783.702637
	Iteration 135Q: 3 clusters Score -1.161268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -11612685.000000 Penalty: 3783.702637
	Iteration 136Q: 3 clusters Score -1.161268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -11612688.000000 Penalty: 3783.702637
	Iteration 137Q: 3 clusters Score -1.161269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -11612677.000000 Penalty: 3783.702637
	Iteration 138Q: 3 clusters Score -1.161268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -11612685.000000 Penalty: 3783.702637
	Iteration 139Q: 3 clusters Score -1.161268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -11612702.000000 Penalty: 3783.702637
	Iteration 140F: 3 clusters Score -1.16127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -11612700.000000 Penalty: 3783.702637
	Iteration 141Q: 3 clusters Score -1.16127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -11612710.000000 Penalty: 3783.702637
	Iteration 142Q: 3 clusters Score -1.161271e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -11612716.000000 Penalty: 3783.702637
	Iteration 143Q: 3 clusters Score -1.161272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -11612707.000000 Penalty: 3783.702637
	Iteration 144Q: 3 clusters Score -1.161271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -11612714.000000 Penalty: 3783.702637
	Iteration 145Q: 3 clusters Score -1.161271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104202 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -11612698.000000 Penalty: 3783.702637
	Iteration 146Q: 3 clusters Score -1.16127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -11612692.000000 Penalty: 3783.702637
	Iteration 147Q: 3 clusters Score -1.161269e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -11612696.000000 Penalty: 3783.702637
	Iteration 148Q: 3 clusters Score -1.16127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -11612700.000000 Penalty: 3783.702637
	Iteration 149Q: 3 clusters Score -1.16127e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -11612697.000000 Penalty: 3783.702637
	Iteration 150Q: 3 clusters Score -1.16127e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -11612702.000000 Penalty: 3783.702637
	Iteration 151Q: 3 clusters Score -1.16127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -11612702.000000 Penalty: 3783.702637
	Iteration 152Q: 3 clusters Score -1.16127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -11612712.000000 Penalty: 3783.702637
	Iteration 153Q: 3 clusters Score -1.161271e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -11612705.000000 Penalty: 3783.702637
	Iteration 154Q: 3 clusters Score -1.16127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -11612709.000000 Penalty: 3783.702637
	Iteration 155Q: 3 clusters Score -1.161271e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -11612694.000000 Penalty: 3783.702637
	Iteration 156Q: 3 clusters Score -1.161269e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -11612711.000000 Penalty: 3783.702637
	Iteration 157Q: 3 clusters Score -1.161271e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -11612710.000000 Penalty: 3783.702637
	Iteration 158Q: 3 clusters Score -1.161271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -11612711.000000 Penalty: 3783.702637
	Iteration 159Q: 3 clusters Score -1.161271e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -11612730.000000 Penalty: 3783.702637
	Iteration 160F: 3 clusters Score -1.161273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104838 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -11612736.000000 Penalty: 3783.702637
	Iteration 161Q: 3 clusters Score -1.161274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -11612731.000000 Penalty: 3783.702637
	Iteration 162Q: 3 clusters Score -1.161273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -11612735.000000 Penalty: 3783.702637
	Iteration 163Q: 3 clusters Score -1.161274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -11612737.000000 Penalty: 3783.702637
	Iteration 164Q: 3 clusters Score -1.161274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104983 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -11612744.000000 Penalty: 3783.702637
	Iteration 165Q: 3 clusters Score -1.161274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105018 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -11612740.000000 Penalty: 3783.702637
	Iteration 166Q: 3 clusters Score -1.161274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -11612745.000000 Penalty: 3783.702637
	Iteration 167Q: 3 clusters Score -1.161274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -11612736.000000 Penalty: 3783.702637
	Iteration 168Q: 3 clusters Score -1.161274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -11612757.000000 Penalty: 3783.702637
	Iteration 169Q: 3 clusters Score -1.161276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -11612755.000000 Penalty: 3783.702637
	Iteration 170Q: 3 clusters Score -1.161276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -11612758.000000 Penalty: 3783.702637
	Iteration 171Q: 3 clusters Score -1.161276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -11612762.000000 Penalty: 3783.702637
	Iteration 172Q: 3 clusters Score -1.161276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -11612763.000000 Penalty: 3783.702637
	Iteration 173Q: 3 clusters Score -1.161276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -11612762.000000 Penalty: 3783.702637
	Iteration 174Q: 3 clusters Score -1.161276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -11612762.000000 Penalty: 3783.702637
	Iteration 175Q: 3 clusters Score -1.161276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -11612767.000000 Penalty: 3783.702637
	Iteration 176Q: 3 clusters Score -1.161277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -11612781.000000 Penalty: 3783.702637
	Iteration 177Q: 3 clusters Score -1.161278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -11612771.000000 Penalty: 3783.702637
	Iteration 178Q: 3 clusters Score -1.161277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -11612785.000000 Penalty: 3783.702637
	Iteration 179Q: 3 clusters Score -1.161278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -11612781.000000 Penalty: 3783.702637
	Iteration 180F: 3 clusters Score -1.161278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105236 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -11612778.000000 Penalty: 3783.702637
	Iteration 181Q: 3 clusters Score -1.161278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -11612763.000000 Penalty: 3783.702637
	Iteration 182Q: 3 clusters Score -1.161276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -11612782.000000 Penalty: 3783.702637
	Iteration 183Q: 3 clusters Score -1.161278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -11612781.000000 Penalty: 3783.702637
	Iteration 184Q: 3 clusters Score -1.161278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105299 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -11612786.000000 Penalty: 3783.702637
	Iteration 185Q: 3 clusters Score -1.161279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -11612781.000000 Penalty: 3783.702637
	Iteration 186Q: 3 clusters Score -1.161278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -11612780.000000 Penalty: 3783.702637
	Iteration 187Q: 3 clusters Score -1.161278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -11612774.000000 Penalty: 3783.702637
	Iteration 188Q: 3 clusters Score -1.161277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -11612789.000000 Penalty: 3783.702637
	Iteration 189Q: 3 clusters Score -1.161279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -11612784.000000 Penalty: 3783.702637
	Iteration 190Q: 3 clusters Score -1.161278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -11612777.000000 Penalty: 3783.702637
	Iteration 191Q: 3 clusters Score -1.161278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -11612768.000000 Penalty: 3783.702637
	Iteration 192Q: 3 clusters Score -1.161277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -11612783.000000 Penalty: 3783.702637
	Iteration 193Q: 3 clusters Score -1.161278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -11612784.000000 Penalty: 3783.702637
	Iteration 194Q: 3 clusters Score -1.161278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105403 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -11612785.000000 Penalty: 3783.702637
	Iteration 195Q: 3 clusters Score -1.161278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -11612786.000000 Penalty: 3783.702637
	Iteration 196Q: 3 clusters Score -1.161279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105413 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -11612785.000000 Penalty: 3783.702637
	Iteration 197Q: 3 clusters Score -1.161278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -11612783.000000 Penalty: 3783.702637
	Iteration 198Q: 3 clusters Score -1.161278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105420 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -11612782.000000 Penalty: 3783.702637
	Iteration 199Q: 3 clusters Score -1.161278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -11612784.000000 Penalty: 3783.702637
	Iteration 200F: 3 clusters Score -1.161278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -11612784.000000 Penalty: 3783.702637
	Iteration 201Q: 3 clusters Score -1.161278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -11612781.000000 Penalty: 3783.702637
	Iteration 202Q: 3 clusters Score -1.161278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -11612784.000000 Penalty: 3783.702637
	Iteration 203Q: 3 clusters Score -1.161278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -11612780.000000 Penalty: 3783.702637
	Iteration 204Q: 3 clusters Score -1.161278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -11612779.000000 Penalty: 3783.702637
	Iteration 205Q: 3 clusters Score -1.161278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105456 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -11612774.000000 Penalty: 3783.702637
	Iteration 206Q: 3 clusters Score -1.161277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -11612776.000000 Penalty: 3783.702637
	Iteration 207Q: 3 clusters Score -1.161278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -11612782.000000 Penalty: 3783.702637
	Iteration 208Q: 3 clusters Score -1.161278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -11612787.000000 Penalty: 3783.702637
	Iteration 209Q: 3 clusters Score -1.161279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -11612781.000000 Penalty: 3783.702637
	Iteration 210Q: 3 clusters Score -1.161278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -11612799.000000 Penalty: 3783.702637
	Iteration 211Q: 3 clusters Score -1.16128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -11612792.000000 Penalty: 3783.702637
	Iteration 212Q: 3 clusters Score -1.161279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105570 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -11612787.000000 Penalty: 3783.702637
	Iteration 213Q: 3 clusters Score -1.161279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -11612801.000000 Penalty: 3783.702637
	Iteration 214Q: 3 clusters Score -1.16128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -11612796.000000 Penalty: 3783.702637
	Iteration 215Q: 3 clusters Score -1.16128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -11612788.000000 Penalty: 3783.702637
	Iteration 216Q: 3 clusters Score -1.161279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -11612796.000000 Penalty: 3783.702637
	Iteration 217Q: 3 clusters Score -1.16128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -11612789.000000 Penalty: 3783.702637
	Iteration 218Q: 3 clusters Score -1.161279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -11612785.000000 Penalty: 3783.702637
	Iteration 219Q: 3 clusters Score -1.161278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105726 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -11612789.000000 Penalty: 3783.702637
	Iteration 220F: 3 clusters Score -1.161279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -11612776.000000 Penalty: 3783.702637
	Iteration 221Q: 3 clusters Score -1.161278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -11612772.000000 Penalty: 3783.702637
	Iteration 222Q: 3 clusters Score -1.161277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -11612791.000000 Penalty: 3783.702637
	Iteration 223Q: 3 clusters Score -1.161279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -11612777.000000 Penalty: 3783.702637
	Iteration 224Q: 3 clusters Score -1.161278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -11612778.000000 Penalty: 3783.702637
	Iteration 225Q: 3 clusters Score -1.161278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -11612782.000000 Penalty: 3783.702637
	Iteration 226Q: 3 clusters Score -1.161278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -11612790.000000 Penalty: 3783.702637
	Iteration 227Q: 3 clusters Score -1.161279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -11612789.000000 Penalty: 3783.702637
	Iteration 228Q: 3 clusters Score -1.161279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -11612786.000000 Penalty: 3783.702637
	Iteration 229Q: 3 clusters Score -1.161279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -11612796.000000 Penalty: 3783.702637
	Iteration 230Q: 3 clusters Score -1.16128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105894 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -11612776.000000 Penalty: 3783.702637
	Iteration 231Q: 3 clusters Score -1.161278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -11612777.000000 Penalty: 3783.702637
	Iteration 232Q: 3 clusters Score -1.161278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -11612783.000000 Penalty: 3783.702637
	Iteration 233Q: 3 clusters Score -1.161278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -11612783.000000 Penalty: 3783.702637
	Iteration 234Q: 3 clusters Score -1.161278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -11612777.000000 Penalty: 3783.702637
	Iteration 235Q: 3 clusters Score -1.161278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -11612779.000000 Penalty: 3783.702637
	Iteration 236Q: 3 clusters Score -1.161278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -11612782.000000 Penalty: 3783.702637
	Iteration 237Q: 3 clusters Score -1.161278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -11612778.000000 Penalty: 3783.702637
	Iteration 238Q: 3 clusters Score -1.161278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -11612775.000000 Penalty: 3783.702637
	Iteration 239Q: 3 clusters Score -1.161278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -11612776.000000 Penalty: 3783.702637
	Iteration 240F: 3 clusters Score -1.161278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -11612767.000000 Penalty: 3783.702637
	Iteration 241Q: 3 clusters Score -1.161277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -11612770.000000 Penalty: 3783.702637
	Iteration 242Q: 3 clusters Score -1.161277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -11612783.000000 Penalty: 3783.702637
	Iteration 243Q: 3 clusters Score -1.161278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105991 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -11612765.000000 Penalty: 3783.702637
	Iteration 244Q: 3 clusters Score -1.161276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -11612769.000000 Penalty: 3783.702637
	Iteration 245Q: 3 clusters Score -1.161277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -11612778.000000 Penalty: 3783.702637
	Iteration 246Q: 3 clusters Score -1.161278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -11612780.000000 Penalty: 3783.702637
	Iteration 247Q: 3 clusters Score -1.161278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -11612792.000000 Penalty: 3783.702637
	Iteration 248Q: 3 clusters Score -1.161279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -11612803.000000 Penalty: 3783.702637
	Iteration 249Q: 3 clusters Score -1.16128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -11612790.000000 Penalty: 3783.702637
	Iteration 250Q: 3 clusters Score -1.161279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -11612775.000000 Penalty: 3783.702637
	Iteration 251Q: 3 clusters Score -1.161278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -11612783.000000 Penalty: 3783.702637
	Iteration 252Q: 3 clusters Score -1.161278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -11612769.000000 Penalty: 3783.702637
	Iteration 253Q: 3 clusters Score -1.161277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -11612768.000000 Penalty: 3783.702637
	Iteration 254Q: 3 clusters Score -1.161277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -11612761.000000 Penalty: 3783.702637
	Iteration 255Q: 3 clusters Score -1.161276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -11612767.000000 Penalty: 3783.702637
	Iteration 256Q: 3 clusters Score -1.161277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -11612764.000000 Penalty: 3783.702637
	Iteration 257Q: 3 clusters Score -1.161276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106238 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -11612764.000000 Penalty: 3783.702637
	Iteration 258Q: 3 clusters Score -1.161276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -11612754.000000 Penalty: 3783.702637
	Iteration 259Q: 3 clusters Score -1.161275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -11612755.000000 Penalty: 3783.702637
	Iteration 260F: 3 clusters Score -1.161276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106271 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -11612756.000000 Penalty: 3783.702637
	Iteration 261Q: 3 clusters Score -1.161276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -11612754.000000 Penalty: 3783.702637
	Iteration 262Q: 3 clusters Score -1.161275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -11612754.000000 Penalty: 3783.702637
	Iteration 263Q: 3 clusters Score -1.161275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -11612744.000000 Penalty: 3783.702637
	Iteration 264Q: 3 clusters Score -1.161274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -11612750.000000 Penalty: 3783.702637
	Iteration 265Q: 3 clusters Score -1.161275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -11612751.000000 Penalty: 3783.702637
	Iteration 266Q: 3 clusters Score -1.161275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106299 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -11612747.000000 Penalty: 3783.702637
	Iteration 267Q: 3 clusters Score -1.161275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -11612748.000000 Penalty: 3783.702637
	Iteration 268Q: 3 clusters Score -1.161275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -11612748.000000 Penalty: 3783.702637
	Iteration 269F: 3 clusters Score -1.161275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -200869.640625 Penalty: 1238.284912
	Iteration 0F: 2 clusters Score -200869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -198785.593750 Penalty: 2476.569824
	Iteration 0F: 3 clusters Score -198785.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -199317.328125 Penalty: 2476.569824
	Iteration 1F: 3 clusters Score -199317.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -199479.203125 Penalty: 2476.569824
	Iteration 2F: 3 clusters Score -199479.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -199587.515625 Penalty: 2476.569824
	Iteration 3F: 3 clusters Score -199587.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -199672.156250 Penalty: 2476.569824
	Iteration 4Q: 3 clusters Score -199672.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -199715.500000 Penalty: 2476.569824
	Iteration 5Q: 3 clusters Score -199715.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -199744.078125 Penalty: 2476.569824
	Iteration 6Q: 3 clusters Score -199744.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -199762.375000 Penalty: 2476.569824
	Iteration 7Q: 3 clusters Score -199762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -199774.765625 Penalty: 2476.569824
	Iteration 8Q: 3 clusters Score -199774.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -199782.953125 Penalty: 2476.569824
	Iteration 9Q: 3 clusters Score -199783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -199788.156250 Penalty: 2476.569824
	Iteration 10Q: 3 clusters Score -199788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -199790.734375 Penalty: 2476.569824
	Iteration 11Q: 3 clusters Score -199790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -199795.031250 Penalty: 2476.569824
	Iteration 12Q: 3 clusters Score -199795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -199798.671875 Penalty: 2476.569824
	Iteration 13Q: 3 clusters Score -199798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199801.531250 Penalty: 2476.569824
	Iteration 14Q: 3 clusters Score -199801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -199805.859375 Penalty: 2476.569824
	Iteration 15Q: 3 clusters Score -199805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -199809.125000 Penalty: 2476.569824
	Iteration 16Q: 3 clusters Score -199809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -199812.890625 Penalty: 2476.569824
	Iteration 17Q: 3 clusters Score -199812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -199814.953125 Penalty: 2476.569824
	Iteration 18Q: 3 clusters Score -199815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -199815.906250 Penalty: 2476.569824
	Iteration 19Q: 3 clusters Score -199815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -199816.343750 Penalty: 2476.569824
	Iteration 20F: 3 clusters Score -199816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -199816.390625 Penalty: 2476.569824
	Iteration 21Q: 3 clusters Score -199816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -199817.296875 Penalty: 2476.569824
	Iteration 22Q: 3 clusters Score -199817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -199817.562500 Penalty: 2476.569824
	Iteration 23Q: 3 clusters Score -199817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -199817.562500 Penalty: 2476.569824
	Iteration 24F: 3 clusters Score -199817.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Entering Unmasked Estep 
Score: -3310672.000000 Penalty: 1688.720947
	Iteration 0F: 2 clusters Score -3310672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3288739.500000 Penalty: 3377.441895
	Iteration 0F: 3 clusters Score -3288740 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3297125.250000 Penalty: 3377.441895
	Iteration 1F: 3 clusters Score -3297125 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3297652.500000 Penalty: 3377.441895
	Iteration 2Q: 3 clusters Score -3297652 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3298257.750000 Penalty: 3377.441895
	Iteration 3Q: 3 clusters Score -3298258 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3298951.750000 Penalty: 3377.441895
	Iteration 4Q: 3 clusters Score -3298952 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3299803.500000 Penalty: 3377.441895
	Iteration 5F: 3 clusters Score -3299804 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3300962.500000 Penalty: 3377.441895
	Iteration 6F: 3 clusters Score -3300962 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3302170.500000 Penalty: 3377.441895
	Iteration 7F: 3 clusters Score -3302170 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3303364.000000 Penalty: 3377.441895
	Iteration 8F: 3 clusters Score -3303364 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3304371.750000 Penalty: 3377.441895
	Iteration 9F: 3 clusters Score -3304372 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3305066.750000 Penalty: 3377.441895
	Iteration 10Q: 3 clusters Score -3305067 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3305508.500000 Penalty: 3377.441895
	Iteration 11Q: 3 clusters Score -3305508 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3305805.500000 Penalty: 3377.441895
	Iteration 12Q: 3 clusters Score -3305806 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3306017.500000 Penalty: 3377.441895
	Iteration 13Q: 3 clusters Score -3306018 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3306172.750000 Penalty: 3377.441895
	Iteration 14Q: 3 clusters Score -3306173 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3306299.500000 Penalty: 3377.441895
	Iteration 15Q: 3 clusters Score -3306300 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3306414.000000 Penalty: 3377.441895
	Iteration 16Q: 3 clusters Score -3306414 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3306498.250000 Penalty: 3377.441895
	Iteration 17Q: 3 clusters Score -3306498 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3306579.750000 Penalty: 3377.441895
	Iteration 18Q: 3 clusters Score -3306580 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3306658.500000 Penalty: 3377.441895
	Iteration 19Q: 3 clusters Score -3306658 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3306738.750000 Penalty: 3377.441895
	Iteration 20F: 3 clusters Score -3306739 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3306826.750000 Penalty: 3377.441895
	Iteration 21Q: 3 clusters Score -3306827 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3306913.500000 Penalty: 3377.441895
	Iteration 22Q: 3 clusters Score -3306914 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3307005.500000 Penalty: 3377.441895
	Iteration 23Q: 3 clusters Score -3307006 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3307072.750000 Penalty: 3377.441895
	Iteration 24Q: 3 clusters Score -3307073 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3307129.750000 Penalty: 3377.441895
	Iteration 25Q: 3 clusters Score -3307130 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3307188.250000 Penalty: 3377.441895
	Iteration 26Q: 3 clusters Score -3307188 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3307235.000000 Penalty: 3377.441895
	Iteration 27Q: 3 clusters Score -3307235 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3307274.500000 Penalty: 3377.441895
	Iteration 28Q: 3 clusters Score -3307274 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3307348.250000 Penalty: 3377.441895
	Iteration 29Q: 3 clusters Score -3307348 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3307405.000000 Penalty: 3377.441895
	Iteration 30Q: 3 clusters Score -3307405 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3307459.500000 Penalty: 3377.441895
	Iteration 31Q: 3 clusters Score -3307460 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3307519.000000 Penalty: 3377.441895
	Iteration 32Q: 3 clusters Score -3307519 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3307581.500000 Penalty: 3377.441895
	Iteration 33Q: 3 clusters Score -3307582 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3307649.750000 Penalty: 3377.441895
	Iteration 34Q: 3 clusters Score -3307650 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3307712.500000 Penalty: 3377.441895
	Iteration 35Q: 3 clusters Score -3307712 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3307782.250000 Penalty: 3377.441895
	Iteration 36Q: 3 clusters Score -3307782 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3307882.000000 Penalty: 3377.441895
	Iteration 37Q: 3 clusters Score -3307882 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3308027.750000 Penalty: 3377.441895
	Iteration 38Q: 3 clusters Score -3308028 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3308206.250000 Penalty: 3377.441895
	Iteration 39Q: 3 clusters Score -3308206 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3308411.000000 Penalty: 3377.441895
	Iteration 40F: 3 clusters Score -3308411 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3308670.750000 Penalty: 3377.441895
	Iteration 41Q: 3 clusters Score -3308671 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3309094.250000 Penalty: 3377.441895
	Iteration 42Q: 3 clusters Score -3309094 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3309721.000000 Penalty: 3377.441895
	Iteration 43Q: 3 clusters Score -3309721 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3310530.500000 Penalty: 3377.441895
	Iteration 44Q: 3 clusters Score -3310530 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3311261.250000 Penalty: 3377.441895
	Iteration 45Q: 3 clusters Score -3311261 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3311889.250000 Penalty: 3377.441895
	Iteration 46Q: 3 clusters Score -3311889 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3312316.750000 Penalty: 3377.441895
	Iteration 47Q: 3 clusters Score -3312317 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3312508.250000 Penalty: 3377.441895
	Iteration 48Q: 3 clusters Score -3312508 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3312624.250000 Penalty: 3377.441895
	Iteration 49Q: 3 clusters Score -3312624 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3312650.750000 Penalty: 3377.441895
	Iteration 50Q: 3 clusters Score -3312651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3312670.250000 Penalty: 3377.441895
	Iteration 51Q: 3 clusters Score -3312670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3312684.000000 Penalty: 3377.441895
	Iteration 52Q: 3 clusters Score -3312684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3312688.500000 Penalty: 3377.441895
	Iteration 53Q: 3 clusters Score -3312688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3312687.000000 Penalty: 3377.441895
	Iteration 54Q: 3 clusters Score -3312687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3312684.750000 Penalty: 3377.441895
	Iteration 55Q: 3 clusters Score -3312685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3312678.500000 Penalty: 3377.441895
	Iteration 56Q: 3 clusters Score -3312678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3312682.750000 Penalty: 3377.441895
	Iteration 57Q: 3 clusters Score -3312683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3312681.250000 Penalty: 3377.441895
	Iteration 58Q: 3 clusters Score -3312681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3312682.250000 Penalty: 3377.441895
	Iteration 59Q: 3 clusters Score -3312682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3312687.750000 Penalty: 3377.441895
	Iteration 60F: 3 clusters Score -3312688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3312696.000000 Penalty: 3377.441895
	Iteration 61Q: 3 clusters Score -3312696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3312694.000000 Penalty: 3377.441895
	Iteration 62Q: 3 clusters Score -3312694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3312691.500000 Penalty: 3377.441895
	Iteration 63Q: 3 clusters Score -3312692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3312692.250000 Penalty: 3377.441895
	Iteration 64Q: 3 clusters Score -3312692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3312692.250000 Penalty: 3377.441895
	Iteration 65F: 3 clusters Score -3312692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 10555 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 9034 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Entering Unmasked Estep 
Score: -54927356.000000 Penalty: 81699.078125
Splitting cluster 9 changes total score from -54925712.000000 to -54927356.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -998136.062500 Penalty: 1495.702271
	Iteration 0F: 2 clusters Score -998136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -990955.937500 Penalty: 2991.404541
	Iteration 0F: 3 clusters Score -990955.9 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -993299.625000 Penalty: 2991.404541
	Iteration 1F: 3 clusters Score -993299.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -993591.187500 Penalty: 2991.404541
	Iteration 2F: 3 clusters Score -993591.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -993837.937500 Penalty: 2991.404541
	Iteration 3F: 3 clusters Score -993837.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -994087.312500 Penalty: 2991.404541
	Iteration 4F: 3 clusters Score -994087.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -994359.687500 Penalty: 2991.404541
	Iteration 5F: 3 clusters Score -994359.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -994664.812500 Penalty: 2991.404541
	Iteration 6Q: 3 clusters Score -994664.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -995052.312500 Penalty: 2991.404541
	Iteration 7F: 3 clusters Score -995052.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -995457.000000 Penalty: 2991.404541
	Iteration 8F: 3 clusters Score -995457 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -995902.812500 Penalty: 2991.404541
	Iteration 9F: 3 clusters Score -995902.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -996425.937500 Penalty: 2991.404541
	Iteration 10F: 3 clusters Score -996425.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -996863.437500 Penalty: 2991.404541
	Iteration 11Q: 3 clusters Score -996863.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -997236.187500 Penalty: 2991.404541
	Iteration 12Q: 3 clusters Score -997236.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -997577.375000 Penalty: 2991.404541
	Iteration 13Q: 3 clusters Score -997577.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -997745.687500 Penalty: 2991.404541
	Iteration 14Q: 3 clusters Score -997745.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -997799.125000 Penalty: 2991.404541
	Iteration 15Q: 3 clusters Score -997799.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -997829.250000 Penalty: 2991.404541
	Iteration 16Q: 3 clusters Score -997829.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -997844.812500 Penalty: 2991.404541
	Iteration 17Q: 3 clusters Score -997844.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -997855.312500 Penalty: 2991.404541
	Iteration 18Q: 3 clusters Score -997855.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -997867.312500 Penalty: 2991.404541
	Iteration 19Q: 3 clusters Score -997867.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -997872.437500 Penalty: 2991.404541
	Iteration 20F: 3 clusters Score -997872.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -997878.187500 Penalty: 2991.404541
	Iteration 21Q: 3 clusters Score -997878.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -997884.625000 Penalty: 2991.404541
	Iteration 22Q: 3 clusters Score -997884.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -997885.937500 Penalty: 2991.404541
	Iteration 23Q: 3 clusters Score -997885.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -997891.562500 Penalty: 2991.404541
	Iteration 24Q: 3 clusters Score -997891.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -997891.562500 Penalty: 2991.404541
	Iteration 25Q: 3 clusters Score -997891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -997895.562500 Penalty: 2991.404541
	Iteration 26Q: 3 clusters Score -997895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -997895.125000 Penalty: 2991.404541
	Iteration 27Q: 3 clusters Score -997895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -997894.062500 Penalty: 2991.404541
	Iteration 28Q: 3 clusters Score -997894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -997894.687500 Penalty: 2991.404541
	Iteration 29Q: 3 clusters Score -997894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -997895.437500 Penalty: 2991.404541
	Iteration 30Q: 3 clusters Score -997895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -997893.187500 Penalty: 2991.404541
	Iteration 31Q: 3 clusters Score -997893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -997894.312500 Penalty: 2991.404541
	Iteration 32Q: 3 clusters Score -997894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -997894.312500 Penalty: 2991.404541
	Iteration 33F: 3 clusters Score -997894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -143370.687500 Penalty: 1186.874512
	Iteration 0F: 2 clusters Score -143370.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141650.875000 Penalty: 2373.749023
	Iteration 0F: 3 clusters Score -141650.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142053.968750 Penalty: 2373.749023
	Iteration 1F: 3 clusters Score -142054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142152.765625 Penalty: 2373.749023
	Iteration 2F: 3 clusters Score -142152.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142203.828125 Penalty: 2373.749023
	Iteration 3Q: 3 clusters Score -142203.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142235.234375 Penalty: 2373.749023
	Iteration 4Q: 3 clusters Score -142235.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -142274.015625 Penalty: 2373.749023
	Iteration 5Q: 3 clusters Score -142274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142299.265625 Penalty: 2373.749023
	Iteration 6Q: 3 clusters Score -142299.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142324.031250 Penalty: 2373.749023
	Iteration 7Q: 3 clusters Score -142324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142353.937500 Penalty: 2373.749023
	Iteration 8Q: 3 clusters Score -142353.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142391.203125 Penalty: 2373.749023
	Iteration 9Q: 3 clusters Score -142391.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142423.593750 Penalty: 2373.749023
	Iteration 10Q: 3 clusters Score -142423.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142446.515625 Penalty: 2373.749023
	Iteration 11Q: 3 clusters Score -142446.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142464.453125 Penalty: 2373.749023
	Iteration 12Q: 3 clusters Score -142464.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142473.968750 Penalty: 2373.749023
	Iteration 13Q: 3 clusters Score -142474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142482.250000 Penalty: 2373.749023
	Iteration 14Q: 3 clusters Score -142482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142495.250000 Penalty: 2373.749023
	Iteration 15Q: 3 clusters Score -142495.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142502.671875 Penalty: 2373.749023
	Iteration 16Q: 3 clusters Score -142502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142506.468750 Penalty: 2373.749023
	Iteration 17Q: 3 clusters Score -142506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142510.968750 Penalty: 2373.749023
	Iteration 18Q: 3 clusters Score -142511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -142517.984375 Penalty: 2373.749023
	Iteration 19Q: 3 clusters Score -142518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -142521.875000 Penalty: 2373.749023
	Iteration 20F: 3 clusters Score -142521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -142522.546875 Penalty: 2373.749023
	Iteration 21Q: 3 clusters Score -142522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -142522.546875 Penalty: 2373.749023
	Iteration 22F: 3 clusters Score -142522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -530117.375000 Penalty: 1389.414185
	Iteration 0F: 2 clusters Score -530117.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -526019.312500 Penalty: 2778.828369
	Iteration 0F: 3 clusters Score -526019.3 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -527136.562500 Penalty: 2778.828369
	Iteration 1F: 3 clusters Score -527136.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -527300.062500 Penalty: 2778.828369
	Iteration 2F: 3 clusters Score -527300.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -527421.187500 Penalty: 2778.828369
	Iteration 3Q: 3 clusters Score -527421.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -527542.312500 Penalty: 2778.828369
	Iteration 4Q: 3 clusters Score -527542.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -527639.625000 Penalty: 2778.828369
	Iteration 5Q: 3 clusters Score -527639.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -527740.437500 Penalty: 2778.828369
	Iteration 6Q: 3 clusters Score -527740.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -527873.937500 Penalty: 2778.828369
	Iteration 7Q: 3 clusters Score -527873.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -528041.562500 Penalty: 2778.828369
	Iteration 8Q: 3 clusters Score -528041.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -528235.812500 Penalty: 2778.828369
	Iteration 9F: 3 clusters Score -528235.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -528435.437500 Penalty: 2778.828369
	Iteration 10Q: 3 clusters Score -528435.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -528630.687500 Penalty: 2778.828369
	Iteration 11Q: 3 clusters Score -528630.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -528779.875000 Penalty: 2778.828369
	Iteration 12Q: 3 clusters Score -528779.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -528913.625000 Penalty: 2778.828369
	Iteration 13Q: 3 clusters Score -528913.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -528998.187500 Penalty: 2778.828369
	Iteration 14Q: 3 clusters Score -528998.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -529056.312500 Penalty: 2778.828369
	Iteration 15Q: 3 clusters Score -529056.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -529091.812500 Penalty: 2778.828369
	Iteration 16Q: 3 clusters Score -529091.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -529118.000000 Penalty: 2778.828369
	Iteration 17Q: 3 clusters Score -529118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -529134.625000 Penalty: 2778.828369
	Iteration 18Q: 3 clusters Score -529134.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -529145.812500 Penalty: 2778.828369
	Iteration 19Q: 3 clusters Score -529145.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -529152.312500 Penalty: 2778.828369
	Iteration 20F: 3 clusters Score -529152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -529158.187500 Penalty: 2778.828369
	Iteration 21Q: 3 clusters Score -529158.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -529163.750000 Penalty: 2778.828369
	Iteration 22Q: 3 clusters Score -529163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -529170.750000 Penalty: 2778.828369
	Iteration 23Q: 3 clusters Score -529170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -529175.562500 Penalty: 2778.828369
	Iteration 24Q: 3 clusters Score -529175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -529179.187500 Penalty: 2778.828369
	Iteration 25Q: 3 clusters Score -529179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -529180.625000 Penalty: 2778.828369
	Iteration 26Q: 3 clusters Score -529180.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -529183.625000 Penalty: 2778.828369
	Iteration 27Q: 3 clusters Score -529183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -529185.500000 Penalty: 2778.828369
	Iteration 28Q: 3 clusters Score -529185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -529186.187500 Penalty: 2778.828369
	Iteration 29Q: 3 clusters Score -529186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -529187.937500 Penalty: 2778.828369
	Iteration 30Q: 3 clusters Score -529187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -529188.000000 Penalty: 2778.828369
	Iteration 31Q: 3 clusters Score -529188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -529190.187500 Penalty: 2778.828369
	Iteration 32Q: 3 clusters Score -529190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -529191.000000 Penalty: 2778.828369
	Iteration 33Q: 3 clusters Score -529191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -529191.875000 Penalty: 2778.828369
	Iteration 34Q: 3 clusters Score -529191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -529195.062500 Penalty: 2778.828369
	Iteration 35Q: 3 clusters Score -529195.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -529195.562500 Penalty: 2778.828369
	Iteration 36Q: 3 clusters Score -529195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -529197.875000 Penalty: 2778.828369
	Iteration 37Q: 3 clusters Score -529197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -529200.187500 Penalty: 2778.828369
	Iteration 38Q: 3 clusters Score -529200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -529200.562500 Penalty: 2778.828369
	Iteration 39Q: 3 clusters Score -529200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -529201.812500 Penalty: 2778.828369
	Iteration 40F: 3 clusters Score -529201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -529202.812500 Penalty: 2778.828369
	Iteration 41Q: 3 clusters Score -529202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -529204.312500 Penalty: 2778.828369
	Iteration 42Q: 3 clusters Score -529204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -529203.687500 Penalty: 2778.828369
	Iteration 43Q: 3 clusters Score -529203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -529204.250000 Penalty: 2778.828369
	Iteration 44Q: 3 clusters Score -529204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -529204.250000 Penalty: 2778.828369
	Iteration 45F: 3 clusters Score -529204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -1089383.875000 Penalty: 1505.457642
	Iteration 0F: 2 clusters Score -1089384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1081806.500000 Penalty: 3010.915283
	Iteration 0F: 3 clusters Score -1081806 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1084429.875000 Penalty: 3010.915283
	Iteration 1F: 3 clusters Score -1084430 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1084855.250000 Penalty: 3010.915283
	Iteration 2F: 3 clusters Score -1084855 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1085339.500000 Penalty: 3010.915283
	Iteration 3F: 3 clusters Score -1085340 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1085874.750000 Penalty: 3010.915283
	Iteration 4F: 3 clusters Score -1085875 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1086457.750000 Penalty: 3010.915283
	Iteration 5F: 3 clusters Score -1086458 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1087065.500000 Penalty: 3010.915283
	Iteration 6F: 3 clusters Score -1087066 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1087667.000000 Penalty: 3010.915283
	Iteration 7F: 3 clusters Score -1087667 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1088179.500000 Penalty: 3010.915283
	Iteration 8F: 3 clusters Score -1088180 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1088512.875000 Penalty: 3010.915283
	Iteration 9Q: 3 clusters Score -1088513 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1088708.250000 Penalty: 3010.915283
	Iteration 10Q: 3 clusters Score -1088708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1088849.750000 Penalty: 3010.915283
	Iteration 11Q: 3 clusters Score -1088850 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1088936.125000 Penalty: 3010.915283
	Iteration 12Q: 3 clusters Score -1088936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1089002.875000 Penalty: 3010.915283
	Iteration 13Q: 3 clusters Score -1089003 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1089061.250000 Penalty: 3010.915283
	Iteration 14Q: 3 clusters Score -1089061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1089097.375000 Penalty: 3010.915283
	Iteration 15Q: 3 clusters Score -1089097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1089136.125000 Penalty: 3010.915283
	Iteration 16Q: 3 clusters Score -1089136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1089161.875000 Penalty: 3010.915283
	Iteration 17Q: 3 clusters Score -1089162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1089189.250000 Penalty: 3010.915283
	Iteration 18Q: 3 clusters Score -1089189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1089215.625000 Penalty: 3010.915283
	Iteration 19Q: 3 clusters Score -1089216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1089236.625000 Penalty: 3010.915283
	Iteration 20F: 3 clusters Score -1089237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1089254.250000 Penalty: 3010.915283
	Iteration 21Q: 3 clusters Score -1089254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1089267.625000 Penalty: 3010.915283
	Iteration 22Q: 3 clusters Score -1089268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1089289.125000 Penalty: 3010.915283
	Iteration 23Q: 3 clusters Score -1089289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1089308.750000 Penalty: 3010.915283
	Iteration 24Q: 3 clusters Score -1089309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1089322.250000 Penalty: 3010.915283
	Iteration 25Q: 3 clusters Score -1089322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1089336.875000 Penalty: 3010.915283
	Iteration 26Q: 3 clusters Score -1089337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1089349.625000 Penalty: 3010.915283
	Iteration 27Q: 3 clusters Score -1089350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1089366.375000 Penalty: 3010.915283
	Iteration 28Q: 3 clusters Score -1089366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1089380.875000 Penalty: 3010.915283
	Iteration 29Q: 3 clusters Score -1089381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1089386.375000 Penalty: 3010.915283
	Iteration 30Q: 3 clusters Score -1089386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1089393.125000 Penalty: 3010.915283
	Iteration 31Q: 3 clusters Score -1089393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1089397.750000 Penalty: 3010.915283
	Iteration 32Q: 3 clusters Score -1089398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1089398.250000 Penalty: 3010.915283
	Iteration 33Q: 3 clusters Score -1089398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1089400.625000 Penalty: 3010.915283
	Iteration 34Q: 3 clusters Score -1089401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1089400.250000 Penalty: 3010.915283
	Iteration 35Q: 3 clusters Score -1089400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1089401.750000 Penalty: 3010.915283
	Iteration 36Q: 3 clusters Score -1089402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1089402.500000 Penalty: 3010.915283
	Iteration 37Q: 3 clusters Score -1089402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1089402.000000 Penalty: 3010.915283
	Iteration 38Q: 3 clusters Score -1089402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1089402.000000 Penalty: 3010.915283
	Iteration 39F: 3 clusters Score -1089402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 9034 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Entering Unmasked Estep 
Score: -54926940.000000 Penalty: 83849.054688
Splitting cluster 13 changes total score from -54925712.000000 to -54926940.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -762414.125000 Penalty: 1448.167358
	Iteration 0F: 2 clusters Score -762414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -756913.312500 Penalty: 2896.334717
	Iteration 0F: 3 clusters Score -756913.3 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -758595.625000 Penalty: 2896.334717
	Iteration 1F: 3 clusters Score -758595.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -758803.125000 Penalty: 2896.334717
	Iteration 2F: 3 clusters Score -758803.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -758946.625000 Penalty: 2896.334717
	Iteration 3Q: 3 clusters Score -758946.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -759057.687500 Penalty: 2896.334717
	Iteration 4Q: 3 clusters Score -759057.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -759159.250000 Penalty: 2896.334717
	Iteration 5Q: 3 clusters Score -759159.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -759240.875000 Penalty: 2896.334717
	Iteration 6Q: 3 clusters Score -759240.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -759307.187500 Penalty: 2896.334717
	Iteration 7Q: 3 clusters Score -759307.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -759371.187500 Penalty: 2896.334717
	Iteration 8Q: 3 clusters Score -759371.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -759421.000000 Penalty: 2896.334717
	Iteration 9Q: 3 clusters Score -759421 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -759463.062500 Penalty: 2896.334717
	Iteration 10Q: 3 clusters Score -759463.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -759506.250000 Penalty: 2896.334717
	Iteration 11Q: 3 clusters Score -759506.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -759545.000000 Penalty: 2896.334717
	Iteration 12Q: 3 clusters Score -759545 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -759586.625000 Penalty: 2896.334717
	Iteration 13Q: 3 clusters Score -759586.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -759631.500000 Penalty: 2896.334717
	Iteration 14Q: 3 clusters Score -759631.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -759678.562500 Penalty: 2896.334717
	Iteration 15Q: 3 clusters Score -759678.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -759716.687500 Penalty: 2896.334717
	Iteration 16Q: 3 clusters Score -759716.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -759753.625000 Penalty: 2896.334717
	Iteration 17Q: 3 clusters Score -759753.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -759797.187500 Penalty: 2896.334717
	Iteration 18Q: 3 clusters Score -759797.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -759848.500000 Penalty: 2896.334717
	Iteration 19Q: 3 clusters Score -759848.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -759900.500000 Penalty: 2896.334717
	Iteration 20F: 3 clusters Score -759900.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -759955.312500 Penalty: 2896.334717
	Iteration 21Q: 3 clusters Score -759955.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -760007.375000 Penalty: 2896.334717
	Iteration 22Q: 3 clusters Score -760007.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -760048.562500 Penalty: 2896.334717
	Iteration 23Q: 3 clusters Score -760048.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -760080.875000 Penalty: 2896.334717
	Iteration 24Q: 3 clusters Score -760080.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -760108.250000 Penalty: 2896.334717
	Iteration 25Q: 3 clusters Score -760108.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -760130.125000 Penalty: 2896.334717
	Iteration 26Q: 3 clusters Score -760130.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -760147.437500 Penalty: 2896.334717
	Iteration 27Q: 3 clusters Score -760147.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -760159.625000 Penalty: 2896.334717
	Iteration 28Q: 3 clusters Score -760159.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -760174.187500 Penalty: 2896.334717
	Iteration 29Q: 3 clusters Score -760174.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -760180.437500 Penalty: 2896.334717
	Iteration 30Q: 3 clusters Score -760180.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -760180.562500 Penalty: 2896.334717
	Iteration 31Q: 3 clusters Score -760180.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -760180.750000 Penalty: 2896.334717
	Iteration 32Q: 3 clusters Score -760180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -760181.125000 Penalty: 2896.334717
	Iteration 33Q: 3 clusters Score -760181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -760184.937500 Penalty: 2896.334717
	Iteration 34Q: 3 clusters Score -760184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -760189.312500 Penalty: 2896.334717
	Iteration 35Q: 3 clusters Score -760189.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -760190.562500 Penalty: 2896.334717
	Iteration 36Q: 3 clusters Score -760190.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -760195.000000 Penalty: 2896.334717
	Iteration 37Q: 3 clusters Score -760195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -760195.687500 Penalty: 2896.334717
	Iteration 38Q: 3 clusters Score -760195.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -760201.000000 Penalty: 2896.334717
	Iteration 39Q: 3 clusters Score -760201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -760205.687500 Penalty: 2896.334717
	Iteration 40F: 3 clusters Score -760205.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -760212.187500 Penalty: 2896.334717
	Iteration 41Q: 3 clusters Score -760212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -760219.437500 Penalty: 2896.334717
	Iteration 42Q: 3 clusters Score -760219.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -760226.937500 Penalty: 2896.334717
	Iteration 43Q: 3 clusters Score -760226.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -760234.687500 Penalty: 2896.334717
	Iteration 44Q: 3 clusters Score -760234.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -760241.875000 Penalty: 2896.334717
	Iteration 45Q: 3 clusters Score -760241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -760244.562500 Penalty: 2896.334717
	Iteration 46Q: 3 clusters Score -760244.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -760248.812500 Penalty: 2896.334717
	Iteration 47Q: 3 clusters Score -760248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -760256.750000 Penalty: 2896.334717
	Iteration 48Q: 3 clusters Score -760256.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -760262.187500 Penalty: 2896.334717
	Iteration 49Q: 3 clusters Score -760262.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -760267.437500 Penalty: 2896.334717
	Iteration 50Q: 3 clusters Score -760267.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -760272.625000 Penalty: 2896.334717
	Iteration 51Q: 3 clusters Score -760272.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -760277.437500 Penalty: 2896.334717
	Iteration 52Q: 3 clusters Score -760277.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -760282.312500 Penalty: 2896.334717
	Iteration 53Q: 3 clusters Score -760282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -760285.562500 Penalty: 2896.334717
	Iteration 54Q: 3 clusters Score -760285.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -760290.500000 Penalty: 2896.334717
	Iteration 55Q: 3 clusters Score -760290.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -760294.687500 Penalty: 2896.334717
	Iteration 56Q: 3 clusters Score -760294.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -760300.562500 Penalty: 2896.334717
	Iteration 57Q: 3 clusters Score -760300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -760302.500000 Penalty: 2896.334717
	Iteration 58Q: 3 clusters Score -760302.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -760306.250000 Penalty: 2896.334717
	Iteration 59Q: 3 clusters Score -760306.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -760312.125000 Penalty: 2896.334717
	Iteration 60F: 3 clusters Score -760312.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -760317.312500 Penalty: 2896.334717
	Iteration 61Q: 3 clusters Score -760317.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -760323.062500 Penalty: 2896.334717
	Iteration 62Q: 3 clusters Score -760323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -760327.812500 Penalty: 2896.334717
	Iteration 63Q: 3 clusters Score -760327.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -760337.437500 Penalty: 2896.334717
	Iteration 64Q: 3 clusters Score -760337.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -760346.000000 Penalty: 2896.334717
	Iteration 65Q: 3 clusters Score -760346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -760351.125000 Penalty: 2896.334717
	Iteration 66Q: 3 clusters Score -760351.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -760359.187500 Penalty: 2896.334717
	Iteration 67Q: 3 clusters Score -760359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -760368.687500 Penalty: 2896.334717
	Iteration 68Q: 3 clusters Score -760368.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -760376.500000 Penalty: 2896.334717
	Iteration 69Q: 3 clusters Score -760376.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -760390.312500 Penalty: 2896.334717
	Iteration 70Q: 3 clusters Score -760390.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -760400.625000 Penalty: 2896.334717
	Iteration 71Q: 3 clusters Score -760400.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -760410.187500 Penalty: 2896.334717
	Iteration 72Q: 3 clusters Score -760410.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -760421.187500 Penalty: 2896.334717
	Iteration 73Q: 3 clusters Score -760421.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -760432.687500 Penalty: 2896.334717
	Iteration 74Q: 3 clusters Score -760432.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -760440.500000 Penalty: 2896.334717
	Iteration 75Q: 3 clusters Score -760440.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -760451.187500 Penalty: 2896.334717
	Iteration 76Q: 3 clusters Score -760451.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -760459.562500 Penalty: 2896.334717
	Iteration 77Q: 3 clusters Score -760459.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -760469.937500 Penalty: 2896.334717
	Iteration 78Q: 3 clusters Score -760469.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -760485.187500 Penalty: 2896.334717
	Iteration 79Q: 3 clusters Score -760485.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -760497.062500 Penalty: 2896.334717
	Iteration 80F: 3 clusters Score -760497.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -760504.625000 Penalty: 2896.334717
	Iteration 81Q: 3 clusters Score -760504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -760507.562500 Penalty: 2896.334717
	Iteration 82Q: 3 clusters Score -760507.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -760514.687500 Penalty: 2896.334717
	Iteration 83Q: 3 clusters Score -760514.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -760526.812500 Penalty: 2896.334717
	Iteration 84Q: 3 clusters Score -760526.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -760534.500000 Penalty: 2896.334717
	Iteration 85Q: 3 clusters Score -760534.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -760543.437500 Penalty: 2896.334717
	Iteration 86Q: 3 clusters Score -760543.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -760552.625000 Penalty: 2896.334717
	Iteration 87Q: 3 clusters Score -760552.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -760562.500000 Penalty: 2896.334717
	Iteration 88Q: 3 clusters Score -760562.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -760568.812500 Penalty: 2896.334717
	Iteration 89Q: 3 clusters Score -760568.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -760578.250000 Penalty: 2896.334717
	Iteration 90Q: 3 clusters Score -760578.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -760588.062500 Penalty: 2896.334717
	Iteration 91Q: 3 clusters Score -760588.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -760596.125000 Penalty: 2896.334717
	Iteration 92Q: 3 clusters Score -760596.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -760605.625000 Penalty: 2896.334717
	Iteration 93Q: 3 clusters Score -760605.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -760617.000000 Penalty: 2896.334717
	Iteration 94Q: 3 clusters Score -760617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -760625.500000 Penalty: 2896.334717
	Iteration 95Q: 3 clusters Score -760625.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -760630.125000 Penalty: 2896.334717
	Iteration 96Q: 3 clusters Score -760630.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -760636.750000 Penalty: 2896.334717
	Iteration 97Q: 3 clusters Score -760636.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -760644.500000 Penalty: 2896.334717
	Iteration 98Q: 3 clusters Score -760644.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -760659.875000 Penalty: 2896.334717
	Iteration 99Q: 3 clusters Score -760659.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -760678.125000 Penalty: 2896.334717
	Iteration 100F: 3 clusters Score -760678.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -760701.687500 Penalty: 2896.334717
	Iteration 101Q: 3 clusters Score -760701.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -760722.937500 Penalty: 2896.334717
	Iteration 102Q: 3 clusters Score -760722.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -760746.000000 Penalty: 2896.334717
	Iteration 103Q: 3 clusters Score -760746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -760768.250000 Penalty: 2896.334717
	Iteration 104Q: 3 clusters Score -760768.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -760795.625000 Penalty: 2896.334717
	Iteration 105Q: 3 clusters Score -760795.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -760818.875000 Penalty: 2896.334717
	Iteration 106Q: 3 clusters Score -760818.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -760832.750000 Penalty: 2896.334717
	Iteration 107Q: 3 clusters Score -760832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -760847.875000 Penalty: 2896.334717
	Iteration 108Q: 3 clusters Score -760847.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -760866.875000 Penalty: 2896.334717
	Iteration 109Q: 3 clusters Score -760866.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -760893.875000 Penalty: 2896.334717
	Iteration 110Q: 3 clusters Score -760893.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -760918.562500 Penalty: 2896.334717
	Iteration 111Q: 3 clusters Score -760918.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -760937.250000 Penalty: 2896.334717
	Iteration 112Q: 3 clusters Score -760937.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -760955.750000 Penalty: 2896.334717
	Iteration 113Q: 3 clusters Score -760955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -760975.437500 Penalty: 2896.334717
	Iteration 114Q: 3 clusters Score -760975.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -760988.250000 Penalty: 2896.334717
	Iteration 115Q: 3 clusters Score -760988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -761004.250000 Penalty: 2896.334717
	Iteration 116Q: 3 clusters Score -761004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -761016.437500 Penalty: 2896.334717
	Iteration 117Q: 3 clusters Score -761016.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -761029.875000 Penalty: 2896.334717
	Iteration 118Q: 3 clusters Score -761029.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -761048.187500 Penalty: 2896.334717
	Iteration 119Q: 3 clusters Score -761048.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -761063.250000 Penalty: 2896.334717
	Iteration 120F: 3 clusters Score -761063.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -761073.250000 Penalty: 2896.334717
	Iteration 121Q: 3 clusters Score -761073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -761081.062500 Penalty: 2896.334717
	Iteration 122Q: 3 clusters Score -761081.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -761092.937500 Penalty: 2896.334717
	Iteration 123Q: 3 clusters Score -761092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -761102.500000 Penalty: 2896.334717
	Iteration 124Q: 3 clusters Score -761102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -761107.562500 Penalty: 2896.334717
	Iteration 125Q: 3 clusters Score -761107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -761109.000000 Penalty: 2896.334717
	Iteration 126Q: 3 clusters Score -761109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -761113.187500 Penalty: 2896.334717
	Iteration 127Q: 3 clusters Score -761113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -761115.625000 Penalty: 2896.334717
	Iteration 128Q: 3 clusters Score -761115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -761119.437500 Penalty: 2896.334717
	Iteration 129Q: 3 clusters Score -761119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -761123.000000 Penalty: 2896.334717
	Iteration 130Q: 3 clusters Score -761123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -761124.812500 Penalty: 2896.334717
	Iteration 131Q: 3 clusters Score -761124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -761126.562500 Penalty: 2896.334717
	Iteration 132Q: 3 clusters Score -761126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -761128.500000 Penalty: 2896.334717
	Iteration 133Q: 3 clusters Score -761128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -761129.812500 Penalty: 2896.334717
	Iteration 134Q: 3 clusters Score -761129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -761129.750000 Penalty: 2896.334717
	Iteration 135Q: 3 clusters Score -761129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -761129.750000 Penalty: 2896.334717
	Iteration 136F: 3 clusters Score -761129.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -434042.812500 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -434042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -430383.156250 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -430383.2 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -431450.062500 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -431450.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -431702.250000 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -431702.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -431892.031250 Penalty: 2738.648926
	Iteration 3F: 3 clusters Score -431892 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -432041.968750 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -432042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -432165.687500 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -432165.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -432281.031250 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -432281 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -432371.343750 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -432371.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -432462.906250 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -432462.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -432560.500000 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -432560.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -432648.656250 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -432648.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -432724.875000 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -432724.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -432791.593750 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -432791.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -432844.093750 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -432844.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -432876.000000 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -432876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -432902.593750 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -432902.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -432922.781250 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -432922.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -432934.781250 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -432934.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -432943.562500 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -432943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -432951.281250 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -432951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -432955.093750 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -432955.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -432959.000000 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -432959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -432960.218750 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -432960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -432961.687500 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -432961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -432961.718750 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -432961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -432961.718750 Penalty: 2738.648926
	Iteration 25F: 3 clusters Score -432961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Entering Unmasked Estep 
Score: -930900.687500 Penalty: 1483.607056
	Iteration 0F: 2 clusters Score -930900.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -924238.937500 Penalty: 2967.214111
	Iteration 0F: 3 clusters Score -924238.9 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -926419.375000 Penalty: 2967.214111
	Iteration 1F: 3 clusters Score -926419.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -926708.500000 Penalty: 2967.214111
	Iteration 2F: 3 clusters Score -926708.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -926990.125000 Penalty: 2967.214111
	Iteration 3F: 3 clusters Score -926990.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -927292.437500 Penalty: 2967.214111
	Iteration 4F: 3 clusters Score -927292.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -927596.375000 Penalty: 2967.214111
	Iteration 5F: 3 clusters Score -927596.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -927906.812500 Penalty: 2967.214111
	Iteration 6F: 3 clusters Score -927906.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -928228.437500 Penalty: 2967.214111
	Iteration 7Q: 3 clusters Score -928228.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -928601.125000 Penalty: 2967.214111
	Iteration 8Q: 3 clusters Score -928601.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -929006.750000 Penalty: 2967.214111
	Iteration 9Q: 3 clusters Score -929006.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -929365.812500 Penalty: 2967.214111
	Iteration 10Q: 3 clusters Score -929365.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -929671.250000 Penalty: 2967.214111
	Iteration 11Q: 3 clusters Score -929671.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -929844.500000 Penalty: 2967.214111
	Iteration 12Q: 3 clusters Score -929844.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -929975.125000 Penalty: 2967.214111
	Iteration 13Q: 3 clusters Score -929975.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -930030.812500 Penalty: 2967.214111
	Iteration 14Q: 3 clusters Score -930030.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -930062.875000 Penalty: 2967.214111
	Iteration 15Q: 3 clusters Score -930062.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -930082.000000 Penalty: 2967.214111
	Iteration 16Q: 3 clusters Score -930082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -930094.562500 Penalty: 2967.214111
	Iteration 17Q: 3 clusters Score -930094.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -930105.312500 Penalty: 2967.214111
	Iteration 18Q: 3 clusters Score -930105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -930105.812500 Penalty: 2967.214111
	Iteration 19Q: 3 clusters Score -930105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -930108.750000 Penalty: 2967.214111
	Iteration 20F: 3 clusters Score -930108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -930109.375000 Penalty: 2967.214111
	Iteration 21Q: 3 clusters Score -930109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -930110.750000 Penalty: 2967.214111
	Iteration 22Q: 3 clusters Score -930110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -930109.375000 Penalty: 2967.214111
	Iteration 23Q: 3 clusters Score -930109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -930110.375000 Penalty: 2967.214111
	Iteration 24Q: 3 clusters Score -930110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -930110.375000 Penalty: 2967.214111
	Iteration 25F: 3 clusters Score -930110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Entering Unmasked Estep 
Score: -4563180.000000 Penalty: 1736.760132
	Iteration 0F: 2 clusters Score -4563180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4533938.000000 Penalty: 3473.520264
	Iteration 0F: 3 clusters Score -4533938 nChanged 20501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4545941.500000 Penalty: 3473.520264
	Iteration 1F: 3 clusters Score -4545942 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4547024.000000 Penalty: 3473.520264
	Iteration 2F: 3 clusters Score -4547024 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4548303.500000 Penalty: 3473.520264
	Iteration 3F: 3 clusters Score -4548304 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4549625.000000 Penalty: 3473.520264
	Iteration 4F: 3 clusters Score -4549625 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4550778.000000 Penalty: 3473.520264
	Iteration 5F: 3 clusters Score -4550778 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4551697.500000 Penalty: 3473.520264
	Iteration 6F: 3 clusters Score -4551698 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4552450.500000 Penalty: 3473.520264
	Iteration 7Q: 3 clusters Score -4552450 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4552962.500000 Penalty: 3473.520264
	Iteration 8Q: 3 clusters Score -4552962 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4553361.500000 Penalty: 3473.520264
	Iteration 9Q: 3 clusters Score -4553362 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4553716.000000 Penalty: 3473.520264
	Iteration 10Q: 3 clusters Score -4553716 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4554119.500000 Penalty: 3473.520264
	Iteration 11Q: 3 clusters Score -4554120 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4554581.000000 Penalty: 3473.520264
	Iteration 12Q: 3 clusters Score -4554581 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4555060.000000 Penalty: 3473.520264
	Iteration 13Q: 3 clusters Score -4555060 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4555658.500000 Penalty: 3473.520264
	Iteration 14Q: 3 clusters Score -4555658 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4556466.000000 Penalty: 3473.520264
	Iteration 15Q: 3 clusters Score -4556466 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4557426.000000 Penalty: 3473.520264
	Iteration 16Q: 3 clusters Score -4557426 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -4558368.500000 Penalty: 3473.520264
	Iteration 17Q: 3 clusters Score -4558368 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -4559225.500000 Penalty: 3473.520264
	Iteration 18Q: 3 clusters Score -4559226 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4560028.500000 Penalty: 3473.520264
	Iteration 19Q: 3 clusters Score -4560028 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -4560674.000000 Penalty: 3473.520264
	Iteration 20F: 3 clusters Score -4560674 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4561081.000000 Penalty: 3473.520264
	Iteration 21Q: 3 clusters Score -4561081 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -4561328.500000 Penalty: 3473.520264
	Iteration 22Q: 3 clusters Score -4561328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4561440.000000 Penalty: 3473.520264
	Iteration 23Q: 3 clusters Score -4561440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -4561500.500000 Penalty: 3473.520264
	Iteration 24Q: 3 clusters Score -4561500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -4561545.000000 Penalty: 3473.520264
	Iteration 25Q: 3 clusters Score -4561545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -4561566.500000 Penalty: 3473.520264
	Iteration 26Q: 3 clusters Score -4561566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4561591.500000 Penalty: 3473.520264
	Iteration 27Q: 3 clusters Score -4561592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4561601.000000 Penalty: 3473.520264
	Iteration 28Q: 3 clusters Score -4561601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -4561607.500000 Penalty: 3473.520264
	Iteration 29Q: 3 clusters Score -4561608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -4561601.500000 Penalty: 3473.520264
	Iteration 30Q: 3 clusters Score -4561602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4561608.000000 Penalty: 3473.520264
	Iteration 31Q: 3 clusters Score -4561608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4561614.000000 Penalty: 3473.520264
	Iteration 32Q: 3 clusters Score -4561614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4561621.500000 Penalty: 3473.520264
	Iteration 33Q: 3 clusters Score -4561622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -4561620.000000 Penalty: 3473.520264
	Iteration 34Q: 3 clusters Score -4561620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4561619.500000 Penalty: 3473.520264
	Iteration 35Q: 3 clusters Score -4561620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4561625.000000 Penalty: 3473.520264
	Iteration 36Q: 3 clusters Score -4561625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4561621.500000 Penalty: 3473.520264
	Iteration 37Q: 3 clusters Score -4561622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4561625.500000 Penalty: 3473.520264
	Iteration 38Q: 3 clusters Score -4561626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4561627.000000 Penalty: 3473.520264
	Iteration 39Q: 3 clusters Score -4561627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4561626.500000 Penalty: 3473.520264
	Iteration 40F: 3 clusters Score -4561626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4561634.500000 Penalty: 3473.520264
	Iteration 41Q: 3 clusters Score -4561634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4561633.500000 Penalty: 3473.520264
	Iteration 42Q: 3 clusters Score -4561634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4561634.500000 Penalty: 3473.520264
	Iteration 43Q: 3 clusters Score -4561634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4561635.000000 Penalty: 3473.520264
	Iteration 44Q: 3 clusters Score -4561635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -4561635.000000 Penalty: 3473.520264
	Iteration 45F: 3 clusters Score -4561635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Entering Unmasked Estep 
Score: -7951059.500000 Penalty: 1824.383545
	Iteration 0F: 2 clusters Score -7951060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7901005.500000 Penalty: 3648.767090
	Iteration 0F: 3 clusters Score -7901006 nChanged 35616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7921519.000000 Penalty: 3648.767090
	Iteration 1F: 3 clusters Score -7921519 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -7922469.000000 Penalty: 3648.767090
	Iteration 2Q: 3 clusters Score -7922469 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -7923713.000000 Penalty: 3648.767090
	Iteration 3Q: 3 clusters Score -7923713 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -7925482.500000 Penalty: 3648.767090
	Iteration 4F: 3 clusters Score -7925482 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -7927972.500000 Penalty: 3648.767090
	Iteration 5F: 3 clusters Score -7927972 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -7931357.500000 Penalty: 3648.767090
	Iteration 6F: 3 clusters Score -7931358 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -7935539.500000 Penalty: 3648.767090
	Iteration 7F: 3 clusters Score -7935540 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -7939877.500000 Penalty: 3648.767090
	Iteration 8F: 3 clusters Score -7939878 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -7943531.500000 Penalty: 3648.767090
	Iteration 9F: 3 clusters Score -7943532 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -7946152.000000 Penalty: 3648.767090
	Iteration 10Q: 3 clusters Score -7946152 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -7947879.500000 Penalty: 3648.767090
	Iteration 11Q: 3 clusters Score -7947880 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -7948714.500000 Penalty: 3648.767090
	Iteration 12Q: 3 clusters Score -7948714 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -7949082.500000 Penalty: 3648.767090
	Iteration 13Q: 3 clusters Score -7949082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -7949268.000000 Penalty: 3648.767090
	Iteration 14Q: 3 clusters Score -7949268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -7949355.000000 Penalty: 3648.767090
	Iteration 15Q: 3 clusters Score -7949355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -7949391.000000 Penalty: 3648.767090
	Iteration 16Q: 3 clusters Score -7949391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -7949404.500000 Penalty: 3648.767090
	Iteration 17Q: 3 clusters Score -7949404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -7949413.000000 Penalty: 3648.767090
	Iteration 18Q: 3 clusters Score -7949413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -7949420.500000 Penalty: 3648.767090
	Iteration 19Q: 3 clusters Score -7949420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -7949418.500000 Penalty: 3648.767090
	Iteration 20F: 3 clusters Score -7949418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -7949428.000000 Penalty: 3648.767090
	Iteration 21Q: 3 clusters Score -7949428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -7949433.500000 Penalty: 3648.767090
	Iteration 22Q: 3 clusters Score -7949434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -7949438.500000 Penalty: 3648.767090
	Iteration 23Q: 3 clusters Score -7949438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -7949440.500000 Penalty: 3648.767090
	Iteration 24Q: 3 clusters Score -7949440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -7949443.500000 Penalty: 3648.767090
	Iteration 25Q: 3 clusters Score -7949444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -7949441.000000 Penalty: 3648.767090
	Iteration 26Q: 3 clusters Score -7949441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -7949438.000000 Penalty: 3648.767090
	Iteration 27Q: 3 clusters Score -7949438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -7949438.000000 Penalty: 3648.767090
	Iteration 28F: 3 clusters Score -7949438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -343057.093750 Penalty: 1326.455322
	Iteration 0F: 2 clusters Score -343057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -339979.000000 Penalty: 2652.910645
	Iteration 0F: 3 clusters Score -339979 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -340799.562500 Penalty: 2652.910645
	Iteration 1F: 3 clusters Score -340799.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -341025.156250 Penalty: 2652.910645
	Iteration 2F: 3 clusters Score -341025.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -341193.718750 Penalty: 2652.910645
	Iteration 3F: 3 clusters Score -341193.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -341342.875000 Penalty: 2652.910645
	Iteration 4F: 3 clusters Score -341342.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -341468.906250 Penalty: 2652.910645
	Iteration 5Q: 3 clusters Score -341468.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -341608.125000 Penalty: 2652.910645
	Iteration 6Q: 3 clusters Score -341608.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -341744.968750 Penalty: 2652.910645
	Iteration 7Q: 3 clusters Score -341745 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -341879.187500 Penalty: 2652.910645
	Iteration 8Q: 3 clusters Score -341879.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -342023.750000 Penalty: 2652.910645
	Iteration 9Q: 3 clusters Score -342023.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -342171.093750 Penalty: 2652.910645
	Iteration 10Q: 3 clusters Score -342171.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -342265.218750 Penalty: 2652.910645
	Iteration 11Q: 3 clusters Score -342265.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -342312.125000 Penalty: 2652.910645
	Iteration 12Q: 3 clusters Score -342312.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -342338.468750 Penalty: 2652.910645
	Iteration 13Q: 3 clusters Score -342338.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -342351.906250 Penalty: 2652.910645
	Iteration 14Q: 3 clusters Score -342351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -342356.843750 Penalty: 2652.910645
	Iteration 15Q: 3 clusters Score -342356.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -342360.625000 Penalty: 2652.910645
	Iteration 16Q: 3 clusters Score -342360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -342361.500000 Penalty: 2652.910645
	Iteration 17Q: 3 clusters Score -342361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -342363.093750 Penalty: 2652.910645
	Iteration 18Q: 3 clusters Score -342363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -342364.218750 Penalty: 2652.910645
	Iteration 19Q: 3 clusters Score -342364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -342365.687500 Penalty: 2652.910645
	Iteration 20F: 3 clusters Score -342365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -342365.718750 Penalty: 2652.910645
	Iteration 21Q: 3 clusters Score -342365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -342366.312500 Penalty: 2652.910645
	Iteration 22Q: 3 clusters Score -342366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -342366.375000 Penalty: 2652.910645
	Iteration 23Q: 3 clusters Score -342366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -342366.375000 Penalty: 2652.910645
	Iteration 24F: 3 clusters Score -342366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -761412.250000 Penalty: 1448.932251
	Iteration 0F: 2 clusters Score -761412.2 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 3744 members 
Entering Unmasked Estep 
Score: -755924.750000 Penalty: 2897.864502
	Iteration 0F: 3 clusters Score -755924.8 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -757618.812500 Penalty: 2897.864502
	Iteration 1F: 3 clusters Score -757618.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -757863.312500 Penalty: 2897.864502
	Iteration 2F: 3 clusters Score -757863.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -758129.812500 Penalty: 2897.864502
	Iteration 3F: 3 clusters Score -758129.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -758445.250000 Penalty: 2897.864502
	Iteration 4F: 3 clusters Score -758445.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -758826.375000 Penalty: 2897.864502
	Iteration 5F: 3 clusters Score -758826.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -759275.187500 Penalty: 2897.864502
	Iteration 6F: 3 clusters Score -759275.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -759846.312500 Penalty: 2897.864502
	Iteration 7F: 3 clusters Score -759846.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -760399.437500 Penalty: 2897.864502
	Iteration 8F: 3 clusters Score -760399.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -760792.500000 Penalty: 2897.864502
	Iteration 9F: 3 clusters Score -760792.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -761094.125000 Penalty: 2897.864502
	Iteration 10Q: 3 clusters Score -761094.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -761259.375000 Penalty: 2897.864502
	Iteration 11Q: 3 clusters Score -761259.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -761328.500000 Penalty: 2897.864502
	Iteration 12Q: 3 clusters Score -761328.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -761383.500000 Penalty: 2897.864502
	Iteration 13Q: 3 clusters Score -761383.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -761416.187500 Penalty: 2897.864502
	Iteration 14Q: 3 clusters Score -761416.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -761440.062500 Penalty: 2897.864502
	Iteration 15Q: 3 clusters Score -761440.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -761456.187500 Penalty: 2897.864502
	Iteration 16Q: 3 clusters Score -761456.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -761471.312500 Penalty: 2897.864502
	Iteration 17Q: 3 clusters Score -761471.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -761489.500000 Penalty: 2897.864502
	Iteration 18Q: 3 clusters Score -761489.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -761497.437500 Penalty: 2897.864502
	Iteration 19Q: 3 clusters Score -761497.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -761506.375000 Penalty: 2897.864502
	Iteration 20F: 3 clusters Score -761506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -761509.437500 Penalty: 2897.864502
	Iteration 21Q: 3 clusters Score -761509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -761511.000000 Penalty: 2897.864502
	Iteration 22Q: 3 clusters Score -761511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -761513.000000 Penalty: 2897.864502
	Iteration 23Q: 3 clusters Score -761513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -761512.625000 Penalty: 2897.864502
	Iteration 24Q: 3 clusters Score -761512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -761515.312500 Penalty: 2897.864502
	Iteration 25Q: 3 clusters Score -761515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -761514.437500 Penalty: 2897.864502
	Iteration 26Q: 3 clusters Score -761514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -761515.875000 Penalty: 2897.864502
	Iteration 27Q: 3 clusters Score -761515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -761516.625000 Penalty: 2897.864502
	Iteration 28Q: 3 clusters Score -761516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -761516.625000 Penalty: 2897.864502
	Iteration 29F: 3 clusters Score -761516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 9034 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Entering Unmasked Estep 
Score: -54926320.000000 Penalty: 85999.031250
Splitting cluster 20 changes total score from -54925712.000000 to -54926320.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -229979.984375 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -229980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -227663.796875 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -227663.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -228200.250000 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -228200.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -228363.296875 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -228363.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228500.953125 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -228501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -228620.406250 Penalty: 2524.085449
	Iteration 4Q: 3 clusters Score -228620.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -228724.765625 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -228724.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -228824.000000 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -228824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -228946.671875 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -228946.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -229073.203125 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -229073.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229197.937500 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -229197.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -229291.218750 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -229291.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -229364.312500 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -229364.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229436.515625 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -229436.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -229497.484375 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -229497.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -229532.281250 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -229532.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -229553.375000 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -229553.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -229570.218750 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -229570.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229581.718750 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -229581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229587.203125 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -229587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -229588.937500 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -229588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -229590.031250 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -229590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -229590.093750 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -229590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -229590.093750 Penalty: 2524.085449
	Iteration 22F: 3 clusters Score -229590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -919802.375000 Penalty: 1480.171875
	Iteration 0F: 2 clusters Score -919802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -913186.250000 Penalty: 2960.343750
	Iteration 0F: 3 clusters Score -913186.2 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -915314.562500 Penalty: 2960.343750
	Iteration 1F: 3 clusters Score -915314.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -915623.437500 Penalty: 2960.343750
	Iteration 2F: 3 clusters Score -915623.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -915961.375000 Penalty: 2960.343750
	Iteration 3F: 3 clusters Score -915961.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -916488.687500 Penalty: 2960.343750
	Iteration 4F: 3 clusters Score -916488.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -917212.812500 Penalty: 2960.343750
	Iteration 5F: 3 clusters Score -917212.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -918037.500000 Penalty: 2960.343750
	Iteration 6F: 3 clusters Score -918037.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -918624.125000 Penalty: 2960.343750
	Iteration 7F: 3 clusters Score -918624.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -919065.000000 Penalty: 2960.343750
	Iteration 8F: 3 clusters Score -919065 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -919371.625000 Penalty: 2960.343750
	Iteration 9Q: 3 clusters Score -919371.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -919504.937500 Penalty: 2960.343750
	Iteration 10Q: 3 clusters Score -919504.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -919569.375000 Penalty: 2960.343750
	Iteration 11Q: 3 clusters Score -919569.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -919601.812500 Penalty: 2960.343750
	Iteration 12Q: 3 clusters Score -919601.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -919616.625000 Penalty: 2960.343750
	Iteration 13Q: 3 clusters Score -919616.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -919630.312500 Penalty: 2960.343750
	Iteration 14Q: 3 clusters Score -919630.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -919641.937500 Penalty: 2960.343750
	Iteration 15Q: 3 clusters Score -919641.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -919661.687500 Penalty: 2960.343750
	Iteration 16Q: 3 clusters Score -919661.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -919672.125000 Penalty: 2960.343750
	Iteration 17Q: 3 clusters Score -919672.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -919675.937500 Penalty: 2960.343750
	Iteration 18Q: 3 clusters Score -919675.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -919680.312500 Penalty: 2960.343750
	Iteration 19Q: 3 clusters Score -919680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -919686.062500 Penalty: 2960.343750
	Iteration 20F: 3 clusters Score -919686.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -919689.250000 Penalty: 2960.343750
	Iteration 21Q: 3 clusters Score -919689.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -919693.562500 Penalty: 2960.343750
	Iteration 22Q: 3 clusters Score -919693.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -919698.500000 Penalty: 2960.343750
	Iteration 23Q: 3 clusters Score -919698.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -919704.562500 Penalty: 2960.343750
	Iteration 24Q: 3 clusters Score -919704.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -919710.437500 Penalty: 2960.343750
	Iteration 25Q: 3 clusters Score -919710.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -919715.312500 Penalty: 2960.343750
	Iteration 26Q: 3 clusters Score -919715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -919720.625000 Penalty: 2960.343750
	Iteration 27Q: 3 clusters Score -919720.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -919725.812500 Penalty: 2960.343750
	Iteration 28Q: 3 clusters Score -919725.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -919728.375000 Penalty: 2960.343750
	Iteration 29Q: 3 clusters Score -919728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -919732.812500 Penalty: 2960.343750
	Iteration 30Q: 3 clusters Score -919732.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -919738.062500 Penalty: 2960.343750
	Iteration 31Q: 3 clusters Score -919738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -919742.375000 Penalty: 2960.343750
	Iteration 32Q: 3 clusters Score -919742.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -919744.000000 Penalty: 2960.343750
	Iteration 33Q: 3 clusters Score -919744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -919748.375000 Penalty: 2960.343750
	Iteration 34Q: 3 clusters Score -919748.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -919754.812500 Penalty: 2960.343750
	Iteration 35Q: 3 clusters Score -919754.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -919757.750000 Penalty: 2960.343750
	Iteration 36Q: 3 clusters Score -919757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -919757.500000 Penalty: 2960.343750
	Iteration 37Q: 3 clusters Score -919757.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -919761.187500 Penalty: 2960.343750
	Iteration 38Q: 3 clusters Score -919761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -919766.812500 Penalty: 2960.343750
	Iteration 39Q: 3 clusters Score -919766.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -919773.625000 Penalty: 2960.343750
	Iteration 40F: 3 clusters Score -919773.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -919781.562500 Penalty: 2960.343750
	Iteration 41Q: 3 clusters Score -919781.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -919790.687500 Penalty: 2960.343750
	Iteration 42Q: 3 clusters Score -919790.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -919797.937500 Penalty: 2960.343750
	Iteration 43Q: 3 clusters Score -919797.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -919805.937500 Penalty: 2960.343750
	Iteration 44Q: 3 clusters Score -919805.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -919812.687500 Penalty: 2960.343750
	Iteration 45Q: 3 clusters Score -919812.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -919826.562500 Penalty: 2960.343750
	Iteration 46Q: 3 clusters Score -919826.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -919835.312500 Penalty: 2960.343750
	Iteration 47Q: 3 clusters Score -919835.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -919846.687500 Penalty: 2960.343750
	Iteration 48Q: 3 clusters Score -919846.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -919864.500000 Penalty: 2960.343750
	Iteration 49Q: 3 clusters Score -919864.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -919888.375000 Penalty: 2960.343750
	Iteration 50Q: 3 clusters Score -919888.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -919917.875000 Penalty: 2960.343750
	Iteration 51Q: 3 clusters Score -919917.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -919943.437500 Penalty: 2960.343750
	Iteration 52Q: 3 clusters Score -919943.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -919976.062500 Penalty: 2960.343750
	Iteration 53Q: 3 clusters Score -919976.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -920001.562500 Penalty: 2960.343750
	Iteration 54Q: 3 clusters Score -920001.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -920023.437500 Penalty: 2960.343750
	Iteration 55Q: 3 clusters Score -920023.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -920037.125000 Penalty: 2960.343750
	Iteration 56Q: 3 clusters Score -920037.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -920052.687500 Penalty: 2960.343750
	Iteration 57Q: 3 clusters Score -920052.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -920061.812500 Penalty: 2960.343750
	Iteration 58Q: 3 clusters Score -920061.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -920066.000000 Penalty: 2960.343750
	Iteration 59Q: 3 clusters Score -920066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -920071.562500 Penalty: 2960.343750
	Iteration 60F: 3 clusters Score -920071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -920073.437500 Penalty: 2960.343750
	Iteration 61Q: 3 clusters Score -920073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -920073.562500 Penalty: 2960.343750
	Iteration 62Q: 3 clusters Score -920073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -920072.937500 Penalty: 2960.343750
	Iteration 63Q: 3 clusters Score -920072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -920073.750000 Penalty: 2960.343750
	Iteration 64Q: 3 clusters Score -920073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -920076.937500 Penalty: 2960.343750
	Iteration 65Q: 3 clusters Score -920076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -920078.125000 Penalty: 2960.343750
	Iteration 66Q: 3 clusters Score -920078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -920078.125000 Penalty: 2960.343750
	Iteration 67F: 3 clusters Score -920078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1576 members 
Entering Unmasked Estep 
Score: -54926004.000000 Penalty: 88149.007812
Splitting cluster 22 changes total score from -54925712.000000 to -54926004.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -339023.906250 Penalty: 1324.591553
	Iteration 0F: 2 clusters Score -339023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -336020.156250 Penalty: 2649.183105
	Iteration 0F: 3 clusters Score -336020.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -336869.843750 Penalty: 2649.183105
	Iteration 1F: 3 clusters Score -336869.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -337065.312500 Penalty: 2649.183105
	Iteration 2F: 3 clusters Score -337065.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -337200.000000 Penalty: 2649.183105
	Iteration 3F: 3 clusters Score -337200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -337307.218750 Penalty: 2649.183105
	Iteration 4Q: 3 clusters Score -337307.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -337397.781250 Penalty: 2649.183105
	Iteration 5Q: 3 clusters Score -337397.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -337479.750000 Penalty: 2649.183105
	Iteration 6Q: 3 clusters Score -337479.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -337556.531250 Penalty: 2649.183105
	Iteration 7Q: 3 clusters Score -337556.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -337626.281250 Penalty: 2649.183105
	Iteration 8Q: 3 clusters Score -337626.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -337696.156250 Penalty: 2649.183105
	Iteration 9Q: 3 clusters Score -337696.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -337756.750000 Penalty: 2649.183105
	Iteration 10Q: 3 clusters Score -337756.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -337824.375000 Penalty: 2649.183105
	Iteration 11Q: 3 clusters Score -337824.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -337926.625000 Penalty: 2649.183105
	Iteration 12Q: 3 clusters Score -337926.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -338041.781250 Penalty: 2649.183105
	Iteration 13Q: 3 clusters Score -338041.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -338213.312500 Penalty: 2649.183105
	Iteration 14Q: 3 clusters Score -338213.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -338422.125000 Penalty: 2649.183105
	Iteration 15F: 3 clusters Score -338422.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -338632.187500 Penalty: 2649.183105
	Iteration 16F: 3 clusters Score -338632.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -338832.093750 Penalty: 2649.183105
	Iteration 17F: 3 clusters Score -338832.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -338971.125000 Penalty: 2649.183105
	Iteration 18Q: 3 clusters Score -338971.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -339069.125000 Penalty: 2649.183105
	Iteration 19Q: 3 clusters Score -339069.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -339136.843750 Penalty: 2649.183105
	Iteration 20F: 3 clusters Score -339136.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -339170.156250 Penalty: 2649.183105
	Iteration 21Q: 3 clusters Score -339170.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -339204.031250 Penalty: 2649.183105
	Iteration 22Q: 3 clusters Score -339204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -339234.812500 Penalty: 2649.183105
	Iteration 23Q: 3 clusters Score -339234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -339256.906250 Penalty: 2649.183105
	Iteration 24Q: 3 clusters Score -339256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -339267.437500 Penalty: 2649.183105
	Iteration 25Q: 3 clusters Score -339267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -339270.843750 Penalty: 2649.183105
	Iteration 26Q: 3 clusters Score -339270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -339274.406250 Penalty: 2649.183105
	Iteration 27Q: 3 clusters Score -339274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -339275.406250 Penalty: 2649.183105
	Iteration 28Q: 3 clusters Score -339275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -339275.656250 Penalty: 2649.183105
	Iteration 29Q: 3 clusters Score -339275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -339275.781250 Penalty: 2649.183105
	Iteration 30Q: 3 clusters Score -339275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -339275.781250 Penalty: 2649.183105
	Iteration 31F: 3 clusters Score -339275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1576 members 
Mstep: Class 42 contains 874 members 
Entering Unmasked Estep 
Score: -54925432.000000 Penalty: 90298.984375
Splitting cluster 23 changes total score from -54925712.000000 to -54925432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -171269.171875 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -171269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -169219.765625 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -169219.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -170036.265625 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -170036.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -170359.671875 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -170359.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170550.812500 Penalty: 2484.131836
	Iteration 3F: 3 clusters Score -170550.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170659.406250 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -170659.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -170749.625000 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -170749.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -170795.125000 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -170795.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -170841.984375 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -170842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -170878.140625 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -170878.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -170900.593750 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -170900.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -170921.234375 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -170921.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -170940.484375 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -170940.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -170952.718750 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -170952.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170963.718750 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -170963.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -170972.453125 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -170972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170976.250000 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -170976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170979.000000 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -170979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170982.406250 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -170982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170985.296875 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -170985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -170986.625000 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -170986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -170988.046875 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -170988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170988.187500 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -170988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170988.671875 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -170988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170988.671875 Penalty: 2484.131836
	Iteration 23F: 3 clusters Score -170988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -238958.562500 Penalty: 1267.593140
	Iteration 0F: 2 clusters Score -238958.6 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 1217 members 
Entering Unmasked Estep 
Score: -236619.484375 Penalty: 2535.186279
	Iteration 0F: 3 clusters Score -236619.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -237150.156250 Penalty: 2535.186279
	Iteration 1F: 3 clusters Score -237150.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -237276.796875 Penalty: 2535.186279
	Iteration 2F: 3 clusters Score -237276.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237355.734375 Penalty: 2535.186279
	Iteration 3Q: 3 clusters Score -237355.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237411.984375 Penalty: 2535.186279
	Iteration 4Q: 3 clusters Score -237412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -237474.140625 Penalty: 2535.186279
	Iteration 5Q: 3 clusters Score -237474.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237546.078125 Penalty: 2535.186279
	Iteration 6Q: 3 clusters Score -237546.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -237624.406250 Penalty: 2535.186279
	Iteration 7Q: 3 clusters Score -237624.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -237694.421875 Penalty: 2535.186279
	Iteration 8Q: 3 clusters Score -237694.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237757.656250 Penalty: 2535.186279
	Iteration 9Q: 3 clusters Score -237757.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237818.609375 Penalty: 2535.186279
	Iteration 10Q: 3 clusters Score -237818.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -237872.468750 Penalty: 2535.186279
	Iteration 11Q: 3 clusters Score -237872.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -237922.406250 Penalty: 2535.186279
	Iteration 12Q: 3 clusters Score -237922.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -237975.187500 Penalty: 2535.186279
	Iteration 13Q: 3 clusters Score -237975.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -238027.140625 Penalty: 2535.186279
	Iteration 14Q: 3 clusters Score -238027.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -238076.062500 Penalty: 2535.186279
	Iteration 15Q: 3 clusters Score -238076.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -238113.453125 Penalty: 2535.186279
	Iteration 16Q: 3 clusters Score -238113.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -238160.781250 Penalty: 2535.186279
	Iteration 17Q: 3 clusters Score -238160.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -238206.812500 Penalty: 2535.186279
	Iteration 18Q: 3 clusters Score -238206.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -238283.250000 Penalty: 2535.186279
	Iteration 19Q: 3 clusters Score -238283.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -238339.265625 Penalty: 2535.186279
	Iteration 20F: 3 clusters Score -238339.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -238385.734375 Penalty: 2535.186279
	Iteration 21Q: 3 clusters Score -238385.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238434.640625 Penalty: 2535.186279
	Iteration 22Q: 3 clusters Score -238434.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -238497.484375 Penalty: 2535.186279
	Iteration 23Q: 3 clusters Score -238497.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -238525.687500 Penalty: 2535.186279
	Iteration 24Q: 3 clusters Score -238525.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -238540.234375 Penalty: 2535.186279
	Iteration 25Q: 3 clusters Score -238540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -238545.203125 Penalty: 2535.186279
	Iteration 26Q: 3 clusters Score -238545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238550.203125 Penalty: 2535.186279
	Iteration 27Q: 3 clusters Score -238550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -238556.343750 Penalty: 2535.186279
	Iteration 28Q: 3 clusters Score -238556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -238562.187500 Penalty: 2535.186279
	Iteration 29Q: 3 clusters Score -238562.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -238572.703125 Penalty: 2535.186279
	Iteration 30Q: 3 clusters Score -238572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -238581.671875 Penalty: 2535.186279
	Iteration 31Q: 3 clusters Score -238581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -238585.703125 Penalty: 2535.186279
	Iteration 32Q: 3 clusters Score -238585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -238586.875000 Penalty: 2535.186279
	Iteration 33Q: 3 clusters Score -238586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -238589.093750 Penalty: 2535.186279
	Iteration 34Q: 3 clusters Score -238589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -238590.671875 Penalty: 2535.186279
	Iteration 35Q: 3 clusters Score -238590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -238591.375000 Penalty: 2535.186279
	Iteration 36Q: 3 clusters Score -238591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -238591.375000 Penalty: 2535.186279
	Iteration 37F: 3 clusters Score -238591.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -499585.250000 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -499585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -495643.375000 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -495643.4 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -496745.406250 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -496745.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -496928.843750 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -496928.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -497033.718750 Penalty: 2764.887207
	Iteration 3Q: 3 clusters Score -497033.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -497117.250000 Penalty: 2764.887207
	Iteration 4Q: 3 clusters Score -497117.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -497192.062500 Penalty: 2764.887207
	Iteration 5Q: 3 clusters Score -497192.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -497251.781250 Penalty: 2764.887207
	Iteration 6Q: 3 clusters Score -497251.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -497296.000000 Penalty: 2764.887207
	Iteration 7Q: 3 clusters Score -497296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -497332.875000 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -497332.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -497379.687500 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -497379.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -497437.000000 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -497437 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -497500.406250 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -497500.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -497561.093750 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -497561.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -497621.500000 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -497621.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -497685.781250 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -497685.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -497753.687500 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -497753.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -497830.562500 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -497830.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -497906.093750 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -497906.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -497963.031250 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -497963 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -498020.218750 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -498020.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -498060.375000 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -498060.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -498090.437500 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -498090.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -498118.468750 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -498118.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -498146.562500 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -498146.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -498170.062500 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -498170.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -498198.093750 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -498198.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -498230.812500 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -498230.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -498256.437500 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -498256.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -498283.937500 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -498283.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -498304.531250 Penalty: 2764.887207
	Iteration 29Q: 3 clusters Score -498304.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -498314.250000 Penalty: 2764.887207
	Iteration 30Q: 3 clusters Score -498314.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -498320.625000 Penalty: 2764.887207
	Iteration 31Q: 3 clusters Score -498320.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -498326.812500 Penalty: 2764.887207
	Iteration 32Q: 3 clusters Score -498326.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -498332.875000 Penalty: 2764.887207
	Iteration 33Q: 3 clusters Score -498332.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -498339.937500 Penalty: 2764.887207
	Iteration 34Q: 3 clusters Score -498339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -498352.375000 Penalty: 2764.887207
	Iteration 35Q: 3 clusters Score -498352.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -498361.312500 Penalty: 2764.887207
	Iteration 36Q: 3 clusters Score -498361.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -498367.312500 Penalty: 2764.887207
	Iteration 37Q: 3 clusters Score -498367.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -498372.218750 Penalty: 2764.887207
	Iteration 38Q: 3 clusters Score -498372.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -498379.437500 Penalty: 2764.887207
	Iteration 39Q: 3 clusters Score -498379.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -498382.593750 Penalty: 2764.887207
	Iteration 40F: 3 clusters Score -498382.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -498385.468750 Penalty: 2764.887207
	Iteration 41Q: 3 clusters Score -498385.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -498391.062500 Penalty: 2764.887207
	Iteration 42Q: 3 clusters Score -498391.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -498395.937500 Penalty: 2764.887207
	Iteration 43Q: 3 clusters Score -498395.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -498401.625000 Penalty: 2764.887207
	Iteration 44Q: 3 clusters Score -498401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -498404.187500 Penalty: 2764.887207
	Iteration 45Q: 3 clusters Score -498404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -498408.562500 Penalty: 2764.887207
	Iteration 46Q: 3 clusters Score -498408.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -498410.187500 Penalty: 2764.887207
	Iteration 47Q: 3 clusters Score -498410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -498412.625000 Penalty: 2764.887207
	Iteration 48Q: 3 clusters Score -498412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -498415.750000 Penalty: 2764.887207
	Iteration 49Q: 3 clusters Score -498415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -498416.875000 Penalty: 2764.887207
	Iteration 50Q: 3 clusters Score -498416.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -498418.812500 Penalty: 2764.887207
	Iteration 51Q: 3 clusters Score -498418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -498421.000000 Penalty: 2764.887207
	Iteration 52Q: 3 clusters Score -498421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -498422.781250 Penalty: 2764.887207
	Iteration 53Q: 3 clusters Score -498422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -498423.031250 Penalty: 2764.887207
	Iteration 54Q: 3 clusters Score -498423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -498422.937500 Penalty: 2764.887207
	Iteration 55Q: 3 clusters Score -498422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -498423.593750 Penalty: 2764.887207
	Iteration 56Q: 3 clusters Score -498423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -498423.687500 Penalty: 2764.887207
	Iteration 57Q: 3 clusters Score -498423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -498423.687500 Penalty: 2764.887207
	Iteration 58F: 3 clusters Score -498423.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -294813.281250 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -294813.3 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 1562 members 
Entering Unmasked Estep 
Score: -292134.000000 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -292134 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -292921.406250 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -292921.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -293284.687500 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -293284.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293723.906250 Penalty: 2608.611572
	Iteration 3F: 3 clusters Score -293723.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -294082.531250 Penalty: 2608.611572
	Iteration 4F: 3 clusters Score -294082.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -294362.500000 Penalty: 2608.611572
	Iteration 5F: 3 clusters Score -294362.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -294555.593750 Penalty: 2608.611572
	Iteration 6F: 3 clusters Score -294555.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -294670.218750 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -294670.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -294734.281250 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -294734.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -294768.281250 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -294768.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -294787.031250 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -294787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -294804.625000 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -294804.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -294815.031250 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -294815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -294820.718750 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -294820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -294828.343750 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -294828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -294834.531250 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -294834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -294838.062500 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -294838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -294843.843750 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -294843.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -294849.437500 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -294849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -294851.312500 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -294851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -294851.750000 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -294851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -294852.593750 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -294852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -294852.593750 Penalty: 2608.611572
	Iteration 22F: 3 clusters Score -294852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1576 members 
Mstep: Class 42 contains 698 members 
Entering Unmasked Estep 
Score: -54925120.000000 Penalty: 90298.984375
Splitting cluster 27 changes total score from -54925712.000000 to -54925120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (30384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Entering Unmasked Estep 
Score: -3077012.000000 Penalty: 1677.271606
	Iteration 0F: 2 clusters Score -3077012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3056538.000000 Penalty: 3354.543213
	Iteration 0F: 3 clusters Score -3056538 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3064468.250000 Penalty: 3354.543213
	Iteration 1F: 3 clusters Score -3064468 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3064842.750000 Penalty: 3354.543213
	Iteration 2Q: 3 clusters Score -3064843 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3065275.000000 Penalty: 3354.543213
	Iteration 3Q: 3 clusters Score -3065275 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3065712.000000 Penalty: 3354.543213
	Iteration 4Q: 3 clusters Score -3065712 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3066197.500000 Penalty: 3354.543213
	Iteration 5Q: 3 clusters Score -3066198 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3066786.250000 Penalty: 3354.543213
	Iteration 6Q: 3 clusters Score -3066786 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3067364.000000 Penalty: 3354.543213
	Iteration 7Q: 3 clusters Score -3067364 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3067899.250000 Penalty: 3354.543213
	Iteration 8Q: 3 clusters Score -3067899 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3068376.750000 Penalty: 3354.543213
	Iteration 9Q: 3 clusters Score -3068377 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3068789.000000 Penalty: 3354.543213
	Iteration 10Q: 3 clusters Score -3068789 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3069127.500000 Penalty: 3354.543213
	Iteration 11Q: 3 clusters Score -3069128 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3069394.500000 Penalty: 3354.543213
	Iteration 12Q: 3 clusters Score -3069394 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3069614.250000 Penalty: 3354.543213
	Iteration 13Q: 3 clusters Score -3069614 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3069825.750000 Penalty: 3354.543213
	Iteration 14Q: 3 clusters Score -3069826 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3070026.750000 Penalty: 3354.543213
	Iteration 15Q: 3 clusters Score -3070027 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3070250.000000 Penalty: 3354.543213
	Iteration 16Q: 3 clusters Score -3070250 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3070546.750000 Penalty: 3354.543213
	Iteration 17Q: 3 clusters Score -3070547 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3070893.250000 Penalty: 3354.543213
	Iteration 18Q: 3 clusters Score -3070893 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3071381.750000 Penalty: 3354.543213
	Iteration 19Q: 3 clusters Score -3071382 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3071905.500000 Penalty: 3354.543213
	Iteration 20F: 3 clusters Score -3071906 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3072381.250000 Penalty: 3354.543213
	Iteration 21Q: 3 clusters Score -3072381 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3072836.750000 Penalty: 3354.543213
	Iteration 22Q: 3 clusters Score -3072837 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3073206.500000 Penalty: 3354.543213
	Iteration 23Q: 3 clusters Score -3073206 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3073500.750000 Penalty: 3354.543213
	Iteration 24Q: 3 clusters Score -3073501 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3073750.750000 Penalty: 3354.543213
	Iteration 25Q: 3 clusters Score -3073751 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3073999.000000 Penalty: 3354.543213
	Iteration 26Q: 3 clusters Score -3073999 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3074267.750000 Penalty: 3354.543213
	Iteration 27Q: 3 clusters Score -3074268 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3074521.250000 Penalty: 3354.543213
	Iteration 28Q: 3 clusters Score -3074521 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3074724.250000 Penalty: 3354.543213
	Iteration 29Q: 3 clusters Score -3074724 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3074896.250000 Penalty: 3354.543213
	Iteration 30Q: 3 clusters Score -3074896 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3075070.000000 Penalty: 3354.543213
	Iteration 31Q: 3 clusters Score -3075070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3075206.000000 Penalty: 3354.543213
	Iteration 32Q: 3 clusters Score -3075206 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3075315.000000 Penalty: 3354.543213
	Iteration 33Q: 3 clusters Score -3075315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3075375.250000 Penalty: 3354.543213
	Iteration 34Q: 3 clusters Score -3075375 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3075427.500000 Penalty: 3354.543213
	Iteration 35Q: 3 clusters Score -3075428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3075464.000000 Penalty: 3354.543213
	Iteration 36Q: 3 clusters Score -3075464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3075491.750000 Penalty: 3354.543213
	Iteration 37Q: 3 clusters Score -3075492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3075514.750000 Penalty: 3354.543213
	Iteration 38Q: 3 clusters Score -3075515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3075525.750000 Penalty: 3354.543213
	Iteration 39Q: 3 clusters Score -3075526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3075535.750000 Penalty: 3354.543213
	Iteration 40F: 3 clusters Score -3075536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3075555.750000 Penalty: 3354.543213
	Iteration 41Q: 3 clusters Score -3075556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3075564.500000 Penalty: 3354.543213
	Iteration 42Q: 3 clusters Score -3075564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3075566.500000 Penalty: 3354.543213
	Iteration 43Q: 3 clusters Score -3075566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3075570.750000 Penalty: 3354.543213
	Iteration 44Q: 3 clusters Score -3075571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3075573.000000 Penalty: 3354.543213
	Iteration 45Q: 3 clusters Score -3075573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3075581.750000 Penalty: 3354.543213
	Iteration 46Q: 3 clusters Score -3075582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3075583.250000 Penalty: 3354.543213
	Iteration 47Q: 3 clusters Score -3075583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3075589.500000 Penalty: 3354.543213
	Iteration 48Q: 3 clusters Score -3075590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3075595.000000 Penalty: 3354.543213
	Iteration 49Q: 3 clusters Score -3075595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3075594.750000 Penalty: 3354.543213
	Iteration 50Q: 3 clusters Score -3075595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3075604.000000 Penalty: 3354.543213
	Iteration 51Q: 3 clusters Score -3075604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3075603.750000 Penalty: 3354.543213
	Iteration 52Q: 3 clusters Score -3075604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3075606.500000 Penalty: 3354.543213
	Iteration 53Q: 3 clusters Score -3075606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3075610.000000 Penalty: 3354.543213
	Iteration 54Q: 3 clusters Score -3075610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3075607.500000 Penalty: 3354.543213
	Iteration 55Q: 3 clusters Score -3075608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3075606.000000 Penalty: 3354.543213
	Iteration 56Q: 3 clusters Score -3075606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3075605.750000 Penalty: 3354.543213
	Iteration 57Q: 3 clusters Score -3075606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3075606.250000 Penalty: 3354.543213
	Iteration 58Q: 3 clusters Score -3075606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3075606.250000 Penalty: 3354.543213
	Iteration 59F: 3 clusters Score -3075606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -341690.000000 Penalty: 1323.037964
	Iteration 0F: 2 clusters Score -341690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -338746.562500 Penalty: 2646.075928
	Iteration 0F: 3 clusters Score -338746.6 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -339469.187500 Penalty: 2646.075928
	Iteration 1F: 3 clusters Score -339469.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -339667.062500 Penalty: 2646.075928
	Iteration 2F: 3 clusters Score -339667.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -339877.750000 Penalty: 2646.075928
	Iteration 3F: 3 clusters Score -339877.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -340121.781250 Penalty: 2646.075928
	Iteration 4F: 3 clusters Score -340121.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -340350.468750 Penalty: 2646.075928
	Iteration 5F: 3 clusters Score -340350.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -340558.968750 Penalty: 2646.075928
	Iteration 6F: 3 clusters Score -340559 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -340814.031250 Penalty: 2646.075928
	Iteration 7F: 3 clusters Score -340814 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -341002.750000 Penalty: 2646.075928
	Iteration 8F: 3 clusters Score -341002.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -341147.468750 Penalty: 2646.075928
	Iteration 9Q: 3 clusters Score -341147.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -341310.312500 Penalty: 2646.075928
	Iteration 10Q: 3 clusters Score -341310.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -341538.843750 Penalty: 2646.075928
	Iteration 11Q: 3 clusters Score -341538.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -341776.375000 Penalty: 2646.075928
	Iteration 12Q: 3 clusters Score -341776.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -341882.812500 Penalty: 2646.075928
	Iteration 13Q: 3 clusters Score -341882.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -341902.656250 Penalty: 2646.075928
	Iteration 14Q: 3 clusters Score -341902.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -341914.062500 Penalty: 2646.075928
	Iteration 15Q: 3 clusters Score -341914.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -341922.656250 Penalty: 2646.075928
	Iteration 16Q: 3 clusters Score -341922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -341928.187500 Penalty: 2646.075928
	Iteration 17Q: 3 clusters Score -341928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -341930.406250 Penalty: 2646.075928
	Iteration 18Q: 3 clusters Score -341930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -341931.093750 Penalty: 2646.075928
	Iteration 19Q: 3 clusters Score -341931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -341933.343750 Penalty: 2646.075928
	Iteration 20F: 3 clusters Score -341933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -341935.187500 Penalty: 2646.075928
	Iteration 21Q: 3 clusters Score -341935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -341935.562500 Penalty: 2646.075928
	Iteration 22Q: 3 clusters Score -341935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -341935.562500 Penalty: 2646.075928
	Iteration 23F: 3 clusters Score -341935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 1821 members 
Mstep: Class 30 contains 29947 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1576 members 
Mstep: Class 42 contains 1614 members 
Entering Unmasked Estep 
Score: -54925436.000000 Penalty: 90298.984375
Splitting cluster 29 changes total score from -54925712.000000 to -54925436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (29947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Entering Unmasked Estep 
Score: -3011733.750000 Penalty: 1674.917480
	Iteration 0F: 2 clusters Score -3011734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2991636.250000 Penalty: 3349.834961
	Iteration 0F: 3 clusters Score -2991636 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2999570.250000 Penalty: 3349.834961
	Iteration 1F: 3 clusters Score -2999570 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3000273.750000 Penalty: 3349.834961
	Iteration 2F: 3 clusters Score -3000274 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3001211.000000 Penalty: 3349.834961
	Iteration 3F: 3 clusters Score -3001211 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3002601.750000 Penalty: 3349.834961
	Iteration 4F: 3 clusters Score -3002602 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3004446.500000 Penalty: 3349.834961
	Iteration 5F: 3 clusters Score -3004446 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3006668.750000 Penalty: 3349.834961
	Iteration 6F: 3 clusters Score -3006669 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3008740.500000 Penalty: 3349.834961
	Iteration 7F: 3 clusters Score -3008740 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3010225.500000 Penalty: 3349.834961
	Iteration 8F: 3 clusters Score -3010226 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3011129.000000 Penalty: 3349.834961
	Iteration 9Q: 3 clusters Score -3011129 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3011570.750000 Penalty: 3349.834961
	Iteration 10Q: 3 clusters Score -3011571 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3011837.250000 Penalty: 3349.834961
	Iteration 11Q: 3 clusters Score -3011837 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3011958.750000 Penalty: 3349.834961
	Iteration 12Q: 3 clusters Score -3011959 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3012001.500000 Penalty: 3349.834961
	Iteration 13Q: 3 clusters Score -3012002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3012025.750000 Penalty: 3349.834961
	Iteration 14Q: 3 clusters Score -3012026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3012033.250000 Penalty: 3349.834961
	Iteration 15Q: 3 clusters Score -3012033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3012043.500000 Penalty: 3349.834961
	Iteration 16Q: 3 clusters Score -3012044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3012035.250000 Penalty: 3349.834961
	Iteration 17Q: 3 clusters Score -3012035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3012051.250000 Penalty: 3349.834961
	Iteration 18Q: 3 clusters Score -3012051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3012061.250000 Penalty: 3349.834961
	Iteration 19Q: 3 clusters Score -3012061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3012073.000000 Penalty: 3349.834961
	Iteration 20F: 3 clusters Score -3012073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3012073.000000 Penalty: 3349.834961
	Iteration 21Q: 3 clusters Score -3012073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3012076.250000 Penalty: 3349.834961
	Iteration 22Q: 3 clusters Score -3012076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3012074.000000 Penalty: 3349.834961
	Iteration 23Q: 3 clusters Score -3012074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3012075.500000 Penalty: 3349.834961
	Iteration 24Q: 3 clusters Score -3012076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3012077.000000 Penalty: 3349.834961
	Iteration 25Q: 3 clusters Score -3012077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3012069.750000 Penalty: 3349.834961
	Iteration 26Q: 3 clusters Score -3012070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3012073.000000 Penalty: 3349.834961
	Iteration 27Q: 3 clusters Score -3012073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3012081.250000 Penalty: 3349.834961
	Iteration 28Q: 3 clusters Score -3012081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3012081.250000 Penalty: 3349.834961
	Iteration 29F: 3 clusters Score -3012081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 24288 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 7834 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1576 members 
Mstep: Class 42 contains 5659 members 
Entering Unmasked Estep 
Score: -54926076.000000 Penalty: 90298.984375
Splitting cluster 30 changes total score from -54925712.000000 to -54926076.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -553168.750000 Penalty: 1395.856445
	Iteration 0F: 2 clusters Score -553168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -548917.750000 Penalty: 2791.712891
	Iteration 0F: 3 clusters Score -548917.8 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -550262.062500 Penalty: 2791.712891
	Iteration 1F: 3 clusters Score -550262.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -550537.562500 Penalty: 2791.712891
	Iteration 2F: 3 clusters Score -550537.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -550777.812500 Penalty: 2791.712891
	Iteration 3F: 3 clusters Score -550777.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -551038.312500 Penalty: 2791.712891
	Iteration 4F: 3 clusters Score -551038.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -551253.250000 Penalty: 2791.712891
	Iteration 5F: 3 clusters Score -551253.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -551456.812500 Penalty: 2791.712891
	Iteration 6Q: 3 clusters Score -551456.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -551630.875000 Penalty: 2791.712891
	Iteration 7Q: 3 clusters Score -551630.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -551735.062500 Penalty: 2791.712891
	Iteration 8Q: 3 clusters Score -551735.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -551820.125000 Penalty: 2791.712891
	Iteration 9Q: 3 clusters Score -551820.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -551899.312500 Penalty: 2791.712891
	Iteration 10Q: 3 clusters Score -551899.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -551986.687500 Penalty: 2791.712891
	Iteration 11Q: 3 clusters Score -551986.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -552077.875000 Penalty: 2791.712891
	Iteration 12Q: 3 clusters Score -552077.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -552170.250000 Penalty: 2791.712891
	Iteration 13Q: 3 clusters Score -552170.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -552258.562500 Penalty: 2791.712891
	Iteration 14Q: 3 clusters Score -552258.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -552318.437500 Penalty: 2791.712891
	Iteration 15Q: 3 clusters Score -552318.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -552370.937500 Penalty: 2791.712891
	Iteration 16Q: 3 clusters Score -552370.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -552432.312500 Penalty: 2791.712891
	Iteration 17Q: 3 clusters Score -552432.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -552475.437500 Penalty: 2791.712891
	Iteration 18Q: 3 clusters Score -552475.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -552499.375000 Penalty: 2791.712891
	Iteration 19Q: 3 clusters Score -552499.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -552519.500000 Penalty: 2791.712891
	Iteration 20F: 3 clusters Score -552519.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -552532.062500 Penalty: 2791.712891
	Iteration 21Q: 3 clusters Score -552532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -552536.000000 Penalty: 2791.712891
	Iteration 22Q: 3 clusters Score -552536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -552538.250000 Penalty: 2791.712891
	Iteration 23Q: 3 clusters Score -552538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -552540.000000 Penalty: 2791.712891
	Iteration 24Q: 3 clusters Score -552540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -552541.750000 Penalty: 2791.712891
	Iteration 25Q: 3 clusters Score -552541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -552542.062500 Penalty: 2791.712891
	Iteration 26Q: 3 clusters Score -552542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -552542.125000 Penalty: 2791.712891
	Iteration 27Q: 3 clusters Score -552542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -552542.125000 Penalty: 2791.712891
	Iteration 28Q: 3 clusters Score -552542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -552542.125000 Penalty: 2791.712891
	Iteration 29Q: 3 clusters Score -552542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -552542.125000 Penalty: 2791.712891
	Iteration 30F: 3 clusters Score -552542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Entering Unmasked Estep 
Score: -597018.750000 Penalty: 1416.330566
	Iteration 0F: 2 clusters Score -597018.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -592344.875000 Penalty: 2832.661133
	Iteration 0F: 3 clusters Score -592344.9 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -593852.625000 Penalty: 2832.661133
	Iteration 1F: 3 clusters Score -593852.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -594090.000000 Penalty: 2832.661133
	Iteration 2F: 3 clusters Score -594090 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -594271.750000 Penalty: 2832.661133
	Iteration 3F: 3 clusters Score -594271.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -594428.562500 Penalty: 2832.661133
	Iteration 4Q: 3 clusters Score -594428.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -594565.312500 Penalty: 2832.661133
	Iteration 5Q: 3 clusters Score -594565.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -594706.375000 Penalty: 2832.661133
	Iteration 6Q: 3 clusters Score -594706.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -594833.312500 Penalty: 2832.661133
	Iteration 7Q: 3 clusters Score -594833.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -594949.937500 Penalty: 2832.661133
	Iteration 8Q: 3 clusters Score -594949.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -595048.437500 Penalty: 2832.661133
	Iteration 9Q: 3 clusters Score -595048.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -595168.437500 Penalty: 2832.661133
	Iteration 10Q: 3 clusters Score -595168.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -595273.625000 Penalty: 2832.661133
	Iteration 11Q: 3 clusters Score -595273.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -595373.437500 Penalty: 2832.661133
	Iteration 12Q: 3 clusters Score -595373.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -595431.312500 Penalty: 2832.661133
	Iteration 13Q: 3 clusters Score -595431.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -595470.750000 Penalty: 2832.661133
	Iteration 14Q: 3 clusters Score -595470.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -595495.500000 Penalty: 2832.661133
	Iteration 15Q: 3 clusters Score -595495.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -595514.437500 Penalty: 2832.661133
	Iteration 16Q: 3 clusters Score -595514.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -595529.312500 Penalty: 2832.661133
	Iteration 17Q: 3 clusters Score -595529.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -595538.437500 Penalty: 2832.661133
	Iteration 18Q: 3 clusters Score -595538.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -595546.000000 Penalty: 2832.661133
	Iteration 19Q: 3 clusters Score -595546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -595549.000000 Penalty: 2832.661133
	Iteration 20F: 3 clusters Score -595549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -595551.875000 Penalty: 2832.661133
	Iteration 21Q: 3 clusters Score -595551.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -595556.812500 Penalty: 2832.661133
	Iteration 22Q: 3 clusters Score -595556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -595559.187500 Penalty: 2832.661133
	Iteration 23Q: 3 clusters Score -595559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -595562.937500 Penalty: 2832.661133
	Iteration 24Q: 3 clusters Score -595562.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -595566.312500 Penalty: 2832.661133
	Iteration 25Q: 3 clusters Score -595566.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -595569.687500 Penalty: 2832.661133
	Iteration 26Q: 3 clusters Score -595569.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -595572.875000 Penalty: 2832.661133
	Iteration 27Q: 3 clusters Score -595572.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -595576.000000 Penalty: 2832.661133
	Iteration 28Q: 3 clusters Score -595576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -595577.687500 Penalty: 2832.661133
	Iteration 29Q: 3 clusters Score -595577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -595579.250000 Penalty: 2832.661133
	Iteration 30Q: 3 clusters Score -595579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -595579.875000 Penalty: 2832.661133
	Iteration 31Q: 3 clusters Score -595579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -595582.312500 Penalty: 2832.661133
	Iteration 32Q: 3 clusters Score -595582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -595584.125000 Penalty: 2832.661133
	Iteration 33Q: 3 clusters Score -595584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -595584.250000 Penalty: 2832.661133
	Iteration 34Q: 3 clusters Score -595584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -595584.187500 Penalty: 2832.661133
	Iteration 35Q: 3 clusters Score -595584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -595584.562500 Penalty: 2832.661133
	Iteration 36Q: 3 clusters Score -595584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -595587.062500 Penalty: 2832.661133
	Iteration 37Q: 3 clusters Score -595587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -595588.500000 Penalty: 2832.661133
	Iteration 38Q: 3 clusters Score -595588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -595591.812500 Penalty: 2832.661133
	Iteration 39Q: 3 clusters Score -595591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -595590.437500 Penalty: 2832.661133
	Iteration 40F: 3 clusters Score -595590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -595592.500000 Penalty: 2832.661133
	Iteration 41Q: 3 clusters Score -595592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -595594.187500 Penalty: 2832.661133
	Iteration 42Q: 3 clusters Score -595594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -595598.125000 Penalty: 2832.661133
	Iteration 43Q: 3 clusters Score -595598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -595598.937500 Penalty: 2832.661133
	Iteration 44Q: 3 clusters Score -595598.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -595602.687500 Penalty: 2832.661133
	Iteration 45Q: 3 clusters Score -595602.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -595607.500000 Penalty: 2832.661133
	Iteration 46Q: 3 clusters Score -595607.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -595609.937500 Penalty: 2832.661133
	Iteration 47Q: 3 clusters Score -595609.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -595614.187500 Penalty: 2832.661133
	Iteration 48Q: 3 clusters Score -595614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -595616.750000 Penalty: 2832.661133
	Iteration 49Q: 3 clusters Score -595616.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -595621.500000 Penalty: 2832.661133
	Iteration 50Q: 3 clusters Score -595621.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -595624.687500 Penalty: 2832.661133
	Iteration 51Q: 3 clusters Score -595624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -595628.375000 Penalty: 2832.661133
	Iteration 52Q: 3 clusters Score -595628.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -595634.312500 Penalty: 2832.661133
	Iteration 53Q: 3 clusters Score -595634.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -595639.875000 Penalty: 2832.661133
	Iteration 54Q: 3 clusters Score -595639.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595643.250000 Penalty: 2832.661133
	Iteration 55Q: 3 clusters Score -595643.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -595648.000000 Penalty: 2832.661133
	Iteration 56Q: 3 clusters Score -595648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -595651.187500 Penalty: 2832.661133
	Iteration 57Q: 3 clusters Score -595651.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -595661.125000 Penalty: 2832.661133
	Iteration 58Q: 3 clusters Score -595661.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -595667.937500 Penalty: 2832.661133
	Iteration 59Q: 3 clusters Score -595667.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -595675.562500 Penalty: 2832.661133
	Iteration 60F: 3 clusters Score -595675.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -595679.437500 Penalty: 2832.661133
	Iteration 61Q: 3 clusters Score -595679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -595687.187500 Penalty: 2832.661133
	Iteration 62Q: 3 clusters Score -595687.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -595696.062500 Penalty: 2832.661133
	Iteration 63Q: 3 clusters Score -595696.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -595707.875000 Penalty: 2832.661133
	Iteration 64Q: 3 clusters Score -595707.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -595722.687500 Penalty: 2832.661133
	Iteration 65Q: 3 clusters Score -595722.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -595739.312500 Penalty: 2832.661133
	Iteration 66Q: 3 clusters Score -595739.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -595759.625000 Penalty: 2832.661133
	Iteration 67Q: 3 clusters Score -595759.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -595773.437500 Penalty: 2832.661133
	Iteration 68Q: 3 clusters Score -595773.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -595784.687500 Penalty: 2832.661133
	Iteration 69Q: 3 clusters Score -595784.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -595792.687500 Penalty: 2832.661133
	Iteration 70Q: 3 clusters Score -595792.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -595800.687500 Penalty: 2832.661133
	Iteration 71Q: 3 clusters Score -595800.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -595811.437500 Penalty: 2832.661133
	Iteration 72Q: 3 clusters Score -595811.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -595822.187500 Penalty: 2832.661133
	Iteration 73Q: 3 clusters Score -595822.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -595835.062500 Penalty: 2832.661133
	Iteration 74Q: 3 clusters Score -595835.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -595845.750000 Penalty: 2832.661133
	Iteration 75Q: 3 clusters Score -595845.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -595852.687500 Penalty: 2832.661133
	Iteration 76Q: 3 clusters Score -595852.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -595859.125000 Penalty: 2832.661133
	Iteration 77Q: 3 clusters Score -595859.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -595867.437500 Penalty: 2832.661133
	Iteration 78Q: 3 clusters Score -595867.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -595873.375000 Penalty: 2832.661133
	Iteration 79Q: 3 clusters Score -595873.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -595878.062500 Penalty: 2832.661133
	Iteration 80F: 3 clusters Score -595878.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -595883.000000 Penalty: 2832.661133
	Iteration 81Q: 3 clusters Score -595883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -595883.937500 Penalty: 2832.661133
	Iteration 82Q: 3 clusters Score -595883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -595886.375000 Penalty: 2832.661133
	Iteration 83Q: 3 clusters Score -595886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -595889.062500 Penalty: 2832.661133
	Iteration 84Q: 3 clusters Score -595889.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -595892.500000 Penalty: 2832.661133
	Iteration 85Q: 3 clusters Score -595892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -595897.375000 Penalty: 2832.661133
	Iteration 86Q: 3 clusters Score -595897.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -595901.437500 Penalty: 2832.661133
	Iteration 87Q: 3 clusters Score -595901.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -595904.937500 Penalty: 2832.661133
	Iteration 88Q: 3 clusters Score -595904.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -595910.000000 Penalty: 2832.661133
	Iteration 89Q: 3 clusters Score -595910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -595912.437500 Penalty: 2832.661133
	Iteration 90Q: 3 clusters Score -595912.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -595914.562500 Penalty: 2832.661133
	Iteration 91Q: 3 clusters Score -595914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -595914.375000 Penalty: 2832.661133
	Iteration 92Q: 3 clusters Score -595914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -595914.625000 Penalty: 2832.661133
	Iteration 93Q: 3 clusters Score -595914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -595916.312500 Penalty: 2832.661133
	Iteration 94Q: 3 clusters Score -595916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -595915.812500 Penalty: 2832.661133
	Iteration 95Q: 3 clusters Score -595915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -595915.937500 Penalty: 2832.661133
	Iteration 96Q: 3 clusters Score -595915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -595915.875000 Penalty: 2832.661133
	Iteration 97Q: 3 clusters Score -595915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -595917.187500 Penalty: 2832.661133
	Iteration 98Q: 3 clusters Score -595917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -595916.312500 Penalty: 2832.661133
	Iteration 99Q: 3 clusters Score -595916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -595920.250000 Penalty: 2832.661133
	Iteration 100F: 3 clusters Score -595920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -595920.375000 Penalty: 2832.661133
	Iteration 101Q: 3 clusters Score -595920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -595920.687500 Penalty: 2832.661133
	Iteration 102Q: 3 clusters Score -595920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -595920.687500 Penalty: 2832.661133
	Iteration 103F: 3 clusters Score -595920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -322542.968750 Penalty: 1318.480469
	Iteration 0F: 2 clusters Score -322543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -319606.968750 Penalty: 2636.960938
	Iteration 0F: 3 clusters Score -319607 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -320282.750000 Penalty: 2636.960938
	Iteration 1F: 3 clusters Score -320282.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -320476.625000 Penalty: 2636.960938
	Iteration 2F: 3 clusters Score -320476.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -320676.218750 Penalty: 2636.960938
	Iteration 3F: 3 clusters Score -320676.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -320899.781250 Penalty: 2636.960938
	Iteration 4F: 3 clusters Score -320899.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -321064.406250 Penalty: 2636.960938
	Iteration 5F: 3 clusters Score -321064.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -321233.562500 Penalty: 2636.960938
	Iteration 6Q: 3 clusters Score -321233.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -321370.125000 Penalty: 2636.960938
	Iteration 7Q: 3 clusters Score -321370.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -321469.250000 Penalty: 2636.960938
	Iteration 8Q: 3 clusters Score -321469.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321540.687500 Penalty: 2636.960938
	Iteration 9Q: 3 clusters Score -321540.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -321609.375000 Penalty: 2636.960938
	Iteration 10Q: 3 clusters Score -321609.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -321676.625000 Penalty: 2636.960938
	Iteration 11Q: 3 clusters Score -321676.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321727.218750 Penalty: 2636.960938
	Iteration 12Q: 3 clusters Score -321727.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -321765.343750 Penalty: 2636.960938
	Iteration 13Q: 3 clusters Score -321765.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -321786.593750 Penalty: 2636.960938
	Iteration 14Q: 3 clusters Score -321786.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -321799.843750 Penalty: 2636.960938
	Iteration 15Q: 3 clusters Score -321799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -321805.718750 Penalty: 2636.960938
	Iteration 16Q: 3 clusters Score -321805.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321809.593750 Penalty: 2636.960938
	Iteration 17Q: 3 clusters Score -321809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -321811.343750 Penalty: 2636.960938
	Iteration 18Q: 3 clusters Score -321811.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -321813.687500 Penalty: 2636.960938
	Iteration 19Q: 3 clusters Score -321813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -321817.468750 Penalty: 2636.960938
	Iteration 20F: 3 clusters Score -321817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -321819.625000 Penalty: 2636.960938
	Iteration 21Q: 3 clusters Score -321819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -321823.437500 Penalty: 2636.960938
	Iteration 22Q: 3 clusters Score -321823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -321827.687500 Penalty: 2636.960938
	Iteration 23Q: 3 clusters Score -321827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -321829.250000 Penalty: 2636.960938
	Iteration 24Q: 3 clusters Score -321829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -321830.406250 Penalty: 2636.960938
	Iteration 25Q: 3 clusters Score -321830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -321831.531250 Penalty: 2636.960938
	Iteration 26Q: 3 clusters Score -321831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -321831.906250 Penalty: 2636.960938
	Iteration 27Q: 3 clusters Score -321831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -321837.281250 Penalty: 2636.960938
	Iteration 28Q: 3 clusters Score -321837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -321844.312500 Penalty: 2636.960938
	Iteration 29Q: 3 clusters Score -321844.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -321851.218750 Penalty: 2636.960938
	Iteration 30Q: 3 clusters Score -321851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -321857.468750 Penalty: 2636.960938
	Iteration 31Q: 3 clusters Score -321857.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -321864.031250 Penalty: 2636.960938
	Iteration 32Q: 3 clusters Score -321864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -321871.343750 Penalty: 2636.960938
	Iteration 33Q: 3 clusters Score -321871.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -321877.312500 Penalty: 2636.960938
	Iteration 34Q: 3 clusters Score -321877.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -321882.531250 Penalty: 2636.960938
	Iteration 35Q: 3 clusters Score -321882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -321885.843750 Penalty: 2636.960938
	Iteration 36Q: 3 clusters Score -321885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -321888.906250 Penalty: 2636.960938
	Iteration 37Q: 3 clusters Score -321888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321892.312500 Penalty: 2636.960938
	Iteration 38Q: 3 clusters Score -321892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -321898.093750 Penalty: 2636.960938
	Iteration 39Q: 3 clusters Score -321898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -321900.500000 Penalty: 2636.960938
	Iteration 40F: 3 clusters Score -321900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -321903.812500 Penalty: 2636.960938
	Iteration 41Q: 3 clusters Score -321903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -321908.875000 Penalty: 2636.960938
	Iteration 42Q: 3 clusters Score -321908.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -321912.968750 Penalty: 2636.960938
	Iteration 43Q: 3 clusters Score -321913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -321917.968750 Penalty: 2636.960938
	Iteration 44Q: 3 clusters Score -321918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -321926.750000 Penalty: 2636.960938
	Iteration 45Q: 3 clusters Score -321926.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -321934.843750 Penalty: 2636.960938
	Iteration 46Q: 3 clusters Score -321934.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -321941.812500 Penalty: 2636.960938
	Iteration 47Q: 3 clusters Score -321941.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321952.062500 Penalty: 2636.960938
	Iteration 48Q: 3 clusters Score -321952.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321959.656250 Penalty: 2636.960938
	Iteration 49Q: 3 clusters Score -321959.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -321970.750000 Penalty: 2636.960938
	Iteration 50Q: 3 clusters Score -321970.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -321982.687500 Penalty: 2636.960938
	Iteration 51Q: 3 clusters Score -321982.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -321990.125000 Penalty: 2636.960938
	Iteration 52Q: 3 clusters Score -321990.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321993.906250 Penalty: 2636.960938
	Iteration 53Q: 3 clusters Score -321993.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321998.437500 Penalty: 2636.960938
	Iteration 54Q: 3 clusters Score -321998.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -322002.281250 Penalty: 2636.960938
	Iteration 55Q: 3 clusters Score -322002.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -322005.750000 Penalty: 2636.960938
	Iteration 56Q: 3 clusters Score -322005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -322008.812500 Penalty: 2636.960938
	Iteration 57Q: 3 clusters Score -322008.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -322012.000000 Penalty: 2636.960938
	Iteration 58Q: 3 clusters Score -322012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -322015.468750 Penalty: 2636.960938
	Iteration 59Q: 3 clusters Score -322015.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -322018.531250 Penalty: 2636.960938
	Iteration 60F: 3 clusters Score -322018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -322020.937500 Penalty: 2636.960938
	Iteration 61Q: 3 clusters Score -322020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -322022.875000 Penalty: 2636.960938
	Iteration 62Q: 3 clusters Score -322022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322023.875000 Penalty: 2636.960938
	Iteration 63Q: 3 clusters Score -322023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -322024.156250 Penalty: 2636.960938
	Iteration 64Q: 3 clusters Score -322024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322027.093750 Penalty: 2636.960938
	Iteration 65Q: 3 clusters Score -322027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -322029.031250 Penalty: 2636.960938
	Iteration 66Q: 3 clusters Score -322029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -322032.312500 Penalty: 2636.960938
	Iteration 67Q: 3 clusters Score -322032.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -322039.375000 Penalty: 2636.960938
	Iteration 68Q: 3 clusters Score -322039.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -322045.000000 Penalty: 2636.960938
	Iteration 69Q: 3 clusters Score -322045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -322049.312500 Penalty: 2636.960938
	Iteration 70Q: 3 clusters Score -322049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -322052.000000 Penalty: 2636.960938
	Iteration 71Q: 3 clusters Score -322052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -322056.218750 Penalty: 2636.960938
	Iteration 72Q: 3 clusters Score -322056.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -322060.218750 Penalty: 2636.960938
	Iteration 73Q: 3 clusters Score -322060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -322067.250000 Penalty: 2636.960938
	Iteration 74Q: 3 clusters Score -322067.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -322072.093750 Penalty: 2636.960938
	Iteration 75Q: 3 clusters Score -322072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -322074.187500 Penalty: 2636.960938
	Iteration 76Q: 3 clusters Score -322074.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322077.562500 Penalty: 2636.960938
	Iteration 77Q: 3 clusters Score -322077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -322081.062500 Penalty: 2636.960938
	Iteration 78Q: 3 clusters Score -322081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322084.593750 Penalty: 2636.960938
	Iteration 79Q: 3 clusters Score -322084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -322088.375000 Penalty: 2636.960938
	Iteration 80F: 3 clusters Score -322088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -322093.593750 Penalty: 2636.960938
	Iteration 81Q: 3 clusters Score -322093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -322099.062500 Penalty: 2636.960938
	Iteration 82Q: 3 clusters Score -322099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -322103.812500 Penalty: 2636.960938
	Iteration 83Q: 3 clusters Score -322103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -322109.031250 Penalty: 2636.960938
	Iteration 84Q: 3 clusters Score -322109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322113.500000 Penalty: 2636.960938
	Iteration 85Q: 3 clusters Score -322113.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322116.750000 Penalty: 2636.960938
	Iteration 86Q: 3 clusters Score -322116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -322120.218750 Penalty: 2636.960938
	Iteration 87Q: 3 clusters Score -322120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322125.875000 Penalty: 2636.960938
	Iteration 88Q: 3 clusters Score -322125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -322130.812500 Penalty: 2636.960938
	Iteration 89Q: 3 clusters Score -322130.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -322136.218750 Penalty: 2636.960938
	Iteration 90Q: 3 clusters Score -322136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -322141.812500 Penalty: 2636.960938
	Iteration 91Q: 3 clusters Score -322141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -322145.562500 Penalty: 2636.960938
	Iteration 92Q: 3 clusters Score -322145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -322149.937500 Penalty: 2636.960938
	Iteration 93Q: 3 clusters Score -322149.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -322153.687500 Penalty: 2636.960938
	Iteration 94Q: 3 clusters Score -322153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -322156.812500 Penalty: 2636.960938
	Iteration 95Q: 3 clusters Score -322156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -322160.468750 Penalty: 2636.960938
	Iteration 96Q: 3 clusters Score -322160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -322160.656250 Penalty: 2636.960938
	Iteration 97Q: 3 clusters Score -322160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -322161.250000 Penalty: 2636.960938
	Iteration 98Q: 3 clusters Score -322161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -322162.031250 Penalty: 2636.960938
	Iteration 99Q: 3 clusters Score -322162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -322164.125000 Penalty: 2636.960938
	Iteration 100F: 3 clusters Score -322164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -322166.906250 Penalty: 2636.960938
	Iteration 101Q: 3 clusters Score -322166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -322169.156250 Penalty: 2636.960938
	Iteration 102Q: 3 clusters Score -322169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -322172.218750 Penalty: 2636.960938
	Iteration 103Q: 3 clusters Score -322172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -322175.968750 Penalty: 2636.960938
	Iteration 104Q: 3 clusters Score -322176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -322181.593750 Penalty: 2636.960938
	Iteration 105Q: 3 clusters Score -322181.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -322186.187500 Penalty: 2636.960938
	Iteration 106Q: 3 clusters Score -322186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -322189.187500 Penalty: 2636.960938
	Iteration 107Q: 3 clusters Score -322189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -322192.093750 Penalty: 2636.960938
	Iteration 108Q: 3 clusters Score -322192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -322198.156250 Penalty: 2636.960938
	Iteration 109Q: 3 clusters Score -322198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -322203.531250 Penalty: 2636.960938
	Iteration 110Q: 3 clusters Score -322203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -322207.812500 Penalty: 2636.960938
	Iteration 111Q: 3 clusters Score -322207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -322210.281250 Penalty: 2636.960938
	Iteration 112Q: 3 clusters Score -322210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -322211.375000 Penalty: 2636.960938
	Iteration 113Q: 3 clusters Score -322211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -322211.375000 Penalty: 2636.960938
	Iteration 114Q: 3 clusters Score -322211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -322211.437500 Penalty: 2636.960938
	Iteration 115Q: 3 clusters Score -322211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -322212.468750 Penalty: 2636.960938
	Iteration 116Q: 3 clusters Score -322212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -322213.187500 Penalty: 2636.960938
	Iteration 117Q: 3 clusters Score -322213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -322215.843750 Penalty: 2636.960938
	Iteration 118Q: 3 clusters Score -322215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -322217.687500 Penalty: 2636.960938
	Iteration 119Q: 3 clusters Score -322217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -322217.968750 Penalty: 2636.960938
	Iteration 120F: 3 clusters Score -322218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -322220.000000 Penalty: 2636.960938
	Iteration 121Q: 3 clusters Score -322220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -322219.500000 Penalty: 2636.960938
	Iteration 122Q: 3 clusters Score -322219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -322220.000000 Penalty: 2636.960938
	Iteration 123Q: 3 clusters Score -322220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -322221.218750 Penalty: 2636.960938
	Iteration 124Q: 3 clusters Score -322221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -322222.468750 Penalty: 2636.960938
	Iteration 125Q: 3 clusters Score -322222.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -322225.968750 Penalty: 2636.960938
	Iteration 126Q: 3 clusters Score -322226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -322228.500000 Penalty: 2636.960938
	Iteration 127Q: 3 clusters Score -322228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -322231.500000 Penalty: 2636.960938
	Iteration 128Q: 3 clusters Score -322231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -322232.968750 Penalty: 2636.960938
	Iteration 129Q: 3 clusters Score -322233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322233.562500 Penalty: 2636.960938
	Iteration 130Q: 3 clusters Score -322233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -322234.500000 Penalty: 2636.960938
	Iteration 131Q: 3 clusters Score -322234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -322235.718750 Penalty: 2636.960938
	Iteration 132Q: 3 clusters Score -322235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -322236.625000 Penalty: 2636.960938
	Iteration 133Q: 3 clusters Score -322236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -322238.281250 Penalty: 2636.960938
	Iteration 134Q: 3 clusters Score -322238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -322240.031250 Penalty: 2636.960938
	Iteration 135Q: 3 clusters Score -322240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -322242.250000 Penalty: 2636.960938
	Iteration 136Q: 3 clusters Score -322242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -322245.125000 Penalty: 2636.960938
	Iteration 137Q: 3 clusters Score -322245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -322245.406250 Penalty: 2636.960938
	Iteration 138Q: 3 clusters Score -322245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -322246.812500 Penalty: 2636.960938
	Iteration 139Q: 3 clusters Score -322246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -322246.437500 Penalty: 2636.960938
	Iteration 140F: 3 clusters Score -322246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -55289.015625 Penalty: 1036.218140
	Iteration 0F: 2 clusters Score -55289.02 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 296 members 
Entering Unmasked Estep 
Score: -54170.078125 Penalty: 2072.436279
	Iteration 0F: 3 clusters Score -54170.08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54337.914062 Penalty: 2072.436279
	Iteration 1F: 3 clusters Score -54337.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54391.781250 Penalty: 2072.436279
	Iteration 2F: 3 clusters Score -54391.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54496.183594 Penalty: 2072.436279
	Iteration 3F: 3 clusters Score -54496.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54607.593750 Penalty: 2072.436279
	Iteration 4F: 3 clusters Score -54607.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54714.589844 Penalty: 2072.436279
	Iteration 5F: 3 clusters Score -54714.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -54787.484375 Penalty: 2072.436279
	Iteration 6Q: 3 clusters Score -54787.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54854.039062 Penalty: 2072.436279
	Iteration 7Q: 3 clusters Score -54854.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -54870.769531 Penalty: 2072.436279
	Iteration 8Q: 3 clusters Score -54870.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54908.976562 Penalty: 2072.436279
	Iteration 9Q: 3 clusters Score -54908.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54919.242188 Penalty: 2072.436279
	Iteration 10Q: 3 clusters Score -54919.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54919.242188 Penalty: 2072.436279
	Iteration 11F: 3 clusters Score -54919.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -489684.718750 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -489684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -485853.656250 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -485853.7 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -486875.687500 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -486875.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -487019.343750 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -487019.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487132.718750 Penalty: 2757.786377
	Iteration 3Q: 3 clusters Score -487132.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -487226.937500 Penalty: 2757.786377
	Iteration 4Q: 3 clusters Score -487226.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -487302.531250 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -487302.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -487383.343750 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -487383.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -487477.062500 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -487477.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -487573.093750 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -487573.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -487678.468750 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -487678.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -487799.875000 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -487799.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -487900.437500 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -487900.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -487994.281250 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -487994.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -488068.656250 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -488068.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -488143.281250 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -488143.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -488197.218750 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -488197.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -488241.437500 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -488241.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -488294.343750 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -488294.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -488345.437500 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -488345.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -488388.062500 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -488388.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -488424.687500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -488424.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -488456.656250 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -488456.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -488509.843750 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -488509.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -488571.656250 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -488571.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -488641.000000 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -488641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -488713.281250 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -488713.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -488795.031250 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -488795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -488857.000000 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -488857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -488906.500000 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -488906.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -488947.562500 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -488947.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -488969.875000 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -488969.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -488982.250000 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -488982.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -488988.906250 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -488988.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -488995.718750 Penalty: 2757.786377
	Iteration 33Q: 3 clusters Score -488995.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -488999.781250 Penalty: 2757.786377
	Iteration 34Q: 3 clusters Score -488999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -489003.906250 Penalty: 2757.786377
	Iteration 35Q: 3 clusters Score -489003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -489004.906250 Penalty: 2757.786377
	Iteration 36Q: 3 clusters Score -489004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -489007.343750 Penalty: 2757.786377
	Iteration 37Q: 3 clusters Score -489007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -489008.937500 Penalty: 2757.786377
	Iteration 38Q: 3 clusters Score -489008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -489009.593750 Penalty: 2757.786377
	Iteration 39Q: 3 clusters Score -489009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -489009.812500 Penalty: 2757.786377
	Iteration 40F: 3 clusters Score -489009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -489009.906250 Penalty: 2757.786377
	Iteration 41Q: 3 clusters Score -489009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -489012.093750 Penalty: 2757.786377
	Iteration 42Q: 3 clusters Score -489012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -489013.562500 Penalty: 2757.786377
	Iteration 43Q: 3 clusters Score -489013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -489015.093750 Penalty: 2757.786377
	Iteration 44Q: 3 clusters Score -489015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -489016.031250 Penalty: 2757.786377
	Iteration 45Q: 3 clusters Score -489016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -489017.062500 Penalty: 2757.786377
	Iteration 46Q: 3 clusters Score -489017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -489017.906250 Penalty: 2757.786377
	Iteration 47Q: 3 clusters Score -489017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -489017.875000 Penalty: 2757.786377
	Iteration 48Q: 3 clusters Score -489017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -489017.875000 Penalty: 2757.786377
	Iteration 49F: 3 clusters Score -489017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Entering Unmasked Estep 
Score: -765796.625000 Penalty: 1457.012085
	Iteration 0F: 2 clusters Score -765796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -760057.062500 Penalty: 2914.024170
	Iteration 0F: 3 clusters Score -760057.1 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -761965.250000 Penalty: 2914.024170
	Iteration 1F: 3 clusters Score -761965.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -762300.375000 Penalty: 2914.024170
	Iteration 2F: 3 clusters Score -762300.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -762630.875000 Penalty: 2914.024170
	Iteration 3F: 3 clusters Score -762630.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -762976.125000 Penalty: 2914.024170
	Iteration 4F: 3 clusters Score -762976.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -763348.875000 Penalty: 2914.024170
	Iteration 5F: 3 clusters Score -763348.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -763728.500000 Penalty: 2914.024170
	Iteration 6F: 3 clusters Score -763728.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -764057.500000 Penalty: 2914.024170
	Iteration 7F: 3 clusters Score -764057.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -764295.250000 Penalty: 2914.024170
	Iteration 8Q: 3 clusters Score -764295.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -764463.187500 Penalty: 2914.024170
	Iteration 9Q: 3 clusters Score -764463.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -764597.062500 Penalty: 2914.024170
	Iteration 10Q: 3 clusters Score -764597.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -764692.625000 Penalty: 2914.024170
	Iteration 11Q: 3 clusters Score -764692.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -764760.437500 Penalty: 2914.024170
	Iteration 12Q: 3 clusters Score -764760.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -764801.750000 Penalty: 2914.024170
	Iteration 13Q: 3 clusters Score -764801.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -764847.187500 Penalty: 2914.024170
	Iteration 14Q: 3 clusters Score -764847.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -764904.562500 Penalty: 2914.024170
	Iteration 15Q: 3 clusters Score -764904.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -764987.312500 Penalty: 2914.024170
	Iteration 16Q: 3 clusters Score -764987.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -765074.062500 Penalty: 2914.024170
	Iteration 17Q: 3 clusters Score -765074.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -765151.937500 Penalty: 2914.024170
	Iteration 18Q: 3 clusters Score -765151.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -765222.500000 Penalty: 2914.024170
	Iteration 19Q: 3 clusters Score -765222.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -765292.375000 Penalty: 2914.024170
	Iteration 20F: 3 clusters Score -765292.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -765337.125000 Penalty: 2914.024170
	Iteration 21Q: 3 clusters Score -765337.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -765368.500000 Penalty: 2914.024170
	Iteration 22Q: 3 clusters Score -765368.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -765386.875000 Penalty: 2914.024170
	Iteration 23Q: 3 clusters Score -765386.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -765404.625000 Penalty: 2914.024170
	Iteration 24Q: 3 clusters Score -765404.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -765419.250000 Penalty: 2914.024170
	Iteration 25Q: 3 clusters Score -765419.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -765431.812500 Penalty: 2914.024170
	Iteration 26Q: 3 clusters Score -765431.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -765452.687500 Penalty: 2914.024170
	Iteration 27Q: 3 clusters Score -765452.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -765470.250000 Penalty: 2914.024170
	Iteration 28Q: 3 clusters Score -765470.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -765483.312500 Penalty: 2914.024170
	Iteration 29Q: 3 clusters Score -765483.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -765500.937500 Penalty: 2914.024170
	Iteration 30Q: 3 clusters Score -765500.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -765520.937500 Penalty: 2914.024170
	Iteration 31Q: 3 clusters Score -765520.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -765544.750000 Penalty: 2914.024170
	Iteration 32Q: 3 clusters Score -765544.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -765563.125000 Penalty: 2914.024170
	Iteration 33Q: 3 clusters Score -765563.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -765586.750000 Penalty: 2914.024170
	Iteration 34Q: 3 clusters Score -765586.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -765601.312500 Penalty: 2914.024170
	Iteration 35Q: 3 clusters Score -765601.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -765613.750000 Penalty: 2914.024170
	Iteration 36Q: 3 clusters Score -765613.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -765638.312500 Penalty: 2914.024170
	Iteration 37Q: 3 clusters Score -765638.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -765662.312500 Penalty: 2914.024170
	Iteration 38Q: 3 clusters Score -765662.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -765696.750000 Penalty: 2914.024170
	Iteration 39Q: 3 clusters Score -765696.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -765750.187500 Penalty: 2914.024170
	Iteration 40F: 3 clusters Score -765750.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -765816.500000 Penalty: 2914.024170
	Iteration 41Q: 3 clusters Score -765816.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -765902.125000 Penalty: 2914.024170
	Iteration 42Q: 3 clusters Score -765902.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -765980.687500 Penalty: 2914.024170
	Iteration 43Q: 3 clusters Score -765980.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -766067.125000 Penalty: 2914.024170
	Iteration 44Q: 3 clusters Score -766067.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -766157.437500 Penalty: 2914.024170
	Iteration 45Q: 3 clusters Score -766157.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -766244.125000 Penalty: 2914.024170
	Iteration 46Q: 3 clusters Score -766244.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -766317.812500 Penalty: 2914.024170
	Iteration 47Q: 3 clusters Score -766317.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -766371.562500 Penalty: 2914.024170
	Iteration 48Q: 3 clusters Score -766371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -766404.562500 Penalty: 2914.024170
	Iteration 49Q: 3 clusters Score -766404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -766423.375000 Penalty: 2914.024170
	Iteration 50Q: 3 clusters Score -766423.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -766437.000000 Penalty: 2914.024170
	Iteration 51Q: 3 clusters Score -766437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -766448.437500 Penalty: 2914.024170
	Iteration 52Q: 3 clusters Score -766448.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -766456.312500 Penalty: 2914.024170
	Iteration 53Q: 3 clusters Score -766456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -766459.062500 Penalty: 2914.024170
	Iteration 54Q: 3 clusters Score -766459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -766460.000000 Penalty: 2914.024170
	Iteration 55Q: 3 clusters Score -766460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -766459.687500 Penalty: 2914.024170
	Iteration 56Q: 3 clusters Score -766459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -766459.687500 Penalty: 2914.024170
	Iteration 57F: 3 clusters Score -766459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 24288 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 6377 members 
Mstep: Class 37 contains 5455 members 
Mstep: Class 38 contains 23151 members 
Mstep: Class 39 contains 1900 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1576 members 
Mstep: Class 42 contains 5659 members 
Mstep: Class 43 contains 1457 members 
Entering Unmasked Estep 
Score: -54926108.000000 Penalty: 92448.960938
Splitting cluster 36 changes total score from -54925712.000000 to -54926108.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (5455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Entering Unmasked Estep 
Score: -466358.437500 Penalty: 1398.196777
	Iteration 0F: 2 clusters Score -466358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -462181.156250 Penalty: 2796.393555
	Iteration 0F: 3 clusters Score -462181.2 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -463694.187500 Penalty: 2796.393555
	Iteration 1F: 3 clusters Score -463694.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -464207.062500 Penalty: 2796.393555
	Iteration 2F: 3 clusters Score -464207.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -464643.031250 Penalty: 2796.393555
	Iteration 3F: 3 clusters Score -464643 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -464990.500000 Penalty: 2796.393555
	Iteration 4F: 3 clusters Score -464990.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -465230.687500 Penalty: 2796.393555
	Iteration 5F: 3 clusters Score -465230.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -465395.343750 Penalty: 2796.393555
	Iteration 6Q: 3 clusters Score -465395.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -465495.437500 Penalty: 2796.393555
	Iteration 7Q: 3 clusters Score -465495.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -465566.125000 Penalty: 2796.393555
	Iteration 8Q: 3 clusters Score -465566.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -465630.125000 Penalty: 2796.393555
	Iteration 9Q: 3 clusters Score -465630.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -465679.312500 Penalty: 2796.393555
	Iteration 10Q: 3 clusters Score -465679.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -465719.468750 Penalty: 2796.393555
	Iteration 11Q: 3 clusters Score -465719.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -465763.843750 Penalty: 2796.393555
	Iteration 12Q: 3 clusters Score -465763.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -465807.000000 Penalty: 2796.393555
	Iteration 13Q: 3 clusters Score -465807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -465864.750000 Penalty: 2796.393555
	Iteration 14Q: 3 clusters Score -465864.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -465910.468750 Penalty: 2796.393555
	Iteration 15Q: 3 clusters Score -465910.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -465935.968750 Penalty: 2796.393555
	Iteration 16Q: 3 clusters Score -465936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -465950.937500 Penalty: 2796.393555
	Iteration 17Q: 3 clusters Score -465950.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -465964.375000 Penalty: 2796.393555
	Iteration 18Q: 3 clusters Score -465964.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -465974.281250 Penalty: 2796.393555
	Iteration 19Q: 3 clusters Score -465974.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -465985.562500 Penalty: 2796.393555
	Iteration 20F: 3 clusters Score -465985.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -465994.750000 Penalty: 2796.393555
	Iteration 21Q: 3 clusters Score -465994.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -465999.593750 Penalty: 2796.393555
	Iteration 22Q: 3 clusters Score -465999.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -466009.218750 Penalty: 2796.393555
	Iteration 23Q: 3 clusters Score -466009.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -466019.218750 Penalty: 2796.393555
	Iteration 24Q: 3 clusters Score -466019.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -466024.812500 Penalty: 2796.393555
	Iteration 25Q: 3 clusters Score -466024.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -466028.687500 Penalty: 2796.393555
	Iteration 26Q: 3 clusters Score -466028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -466033.781250 Penalty: 2796.393555
	Iteration 27Q: 3 clusters Score -466033.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -466035.968750 Penalty: 2796.393555
	Iteration 28Q: 3 clusters Score -466036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -466039.843750 Penalty: 2796.393555
	Iteration 29Q: 3 clusters Score -466039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -466039.718750 Penalty: 2796.393555
	Iteration 30Q: 3 clusters Score -466039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -466040.687500 Penalty: 2796.393555
	Iteration 31Q: 3 clusters Score -466040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -466042.218750 Penalty: 2796.393555
	Iteration 32Q: 3 clusters Score -466042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -466043.468750 Penalty: 2796.393555
	Iteration 33Q: 3 clusters Score -466043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -466043.843750 Penalty: 2796.393555
	Iteration 34Q: 3 clusters Score -466043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -466044.312500 Penalty: 2796.393555
	Iteration 35Q: 3 clusters Score -466044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -466044.062500 Penalty: 2796.393555
	Iteration 36Q: 3 clusters Score -466044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -466044.781250 Penalty: 2796.393555
	Iteration 37Q: 3 clusters Score -466044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -466046.187500 Penalty: 2796.393555
	Iteration 38Q: 3 clusters Score -466046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -466045.093750 Penalty: 2796.393555
	Iteration 39Q: 3 clusters Score -466045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -466045.843750 Penalty: 2796.393555
	Iteration 40F: 3 clusters Score -466045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 21567 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113796 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 4567 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 75130 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 30384 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 24288 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 6377 members 
Mstep: Class 37 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54928552.000000 Penalty: 92448.960938
Iteration 79Q: 44 clusters Score -5.492855e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 9637 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 21591 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113813 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 9630 members 
Mstep: Class 10 contains 10013 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 7440 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 75132 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 2090 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 5073 members 
Mstep: Class 27 contains 3084 members 
Mstep: Class 28 contains 30725 members 
Mstep: Class 29 contains 3451 members 
Mstep: Class 30 contains 24438 members 
Mstep: Class 31 contains 5551 members 
Mstep: Class 32 contains 6110 members 
Mstep: Class 33 contains 3409 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4736 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 5467 members 
Mstep: Class 38 contains 22571 members 
Mstep: Class 39 contains 1736 members 
Mstep: Class 40 contains 5661 members 
Mstep: Class 41 contains 1533 members 
Mstep: Class 42 contains 5530 members 
Mstep: Class 43 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54930636.000000 Penalty: 92448.960938
Iteration 80F: 44 clusters Score -5.493064e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 9623 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 21596 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 113818 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 9642 members 
Mstep: Class 10 contains 9975 members 
Mstep: Class 11 contains 1475 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 8488 members 
Mstep: Class 14 contains 7411 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 43774 members 
Mstep: Class 18 contains 75129 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 2090 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 3100 members 
Mstep: Class 28 contains 30692 members 
Mstep: Class 29 contains 3417 members 
Mstep: Class 30 contains 24439 members 
Mstep: Class 31 contains 5643 members 
Mstep: Class 32 contains 6111 members 
Mstep: Class 33 contains 3420 members 
Mstep: Class 34 contains 594 members 
Mstep: Class 35 contains 4671 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 5414 members 
Mstep: Class 38 contains 22661 members 
Mstep: Class 39 contains 1704 members 
Mstep: Class 40 contains 5845 members 
Mstep: Class 41 contains 1629 members 
Mstep: Class 42 contains 5643 members 
Mstep: Class 43 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54931720.000000 Penalty: 92448.960938
Iteration 81Q: 44 clusters Score -5.493172e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 21605 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113840 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 9964 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 8418 members 
Mstep: Class 14 contains 7394 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 9034 members 
Mstep: Class 17 contains 43659 members 
Mstep: Class 18 contains 75123 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 7411 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 2091 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 5040 members 
Mstep: Class 27 contains 3111 members 
Mstep: Class 28 contains 30725 members 
Mstep: Class 29 contains 3394 members 
Mstep: Class 30 contains 24401 members 
Mstep: Class 31 contains 5722 members 
Mstep: Class 32 contains 6120 members 
Mstep: Class 33 contains 3442 members 
Mstep: Class 34 contains 588 members 
Mstep: Class 35 contains 4613 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 5383 members 
Mstep: Class 38 contains 22662 members 
Mstep: Class 39 contains 1670 members 
Mstep: Class 40 contains 5929 members 
Mstep: Class 41 contains 1668 members 
Mstep: Class 42 contains 5742 members 
Mstep: Class 43 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932064.000000 Penalty: 92448.960938
Iteration 82Q: 44 clusters Score -5.493206e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 9571 members 
Mstep: Class 3 contains 8164 members 
Mstep: Class 4 contains 21610 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113866 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 8374 members 
Mstep: Class 14 contains 7398 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 8964 members 
Mstep: Class 17 contains 43574 members 
Mstep: Class 18 contains 75120 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 1615 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 7412 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2089 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 3116 members 
Mstep: Class 28 contains 30753 members 
Mstep: Class 29 contains 3373 members 
Mstep: Class 30 contains 24354 members 
Mstep: Class 31 contains 5790 members 
Mstep: Class 32 contains 6129 members 
Mstep: Class 33 contains 3467 members 
Mstep: Class 34 contains 579 members 
Mstep: Class 35 contains 4566 members 
Mstep: Class 36 contains 6382 members 
Mstep: Class 37 contains 5375 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1635 members 
Mstep: Class 40 contains 6009 members 
Mstep: Class 41 contains 1681 members 
Mstep: Class 42 contains 5846 members 
Mstep: Class 43 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932396.000000 Penalty: 92448.960938
Iteration 83Q: 44 clusters Score -5.49324e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 9518 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 21608 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113903 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 9800 members 
Mstep: Class 10 contains 9956 members 
Mstep: Class 11 contains 1393 members 
Mstep: Class 12 contains 5135 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 17 contains 43518 members 
Mstep: Class 18 contains 75118 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2091 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 5065 members 
Mstep: Class 27 contains 3118 members 
Mstep: Class 28 contains 30744 members 
Mstep: Class 29 contains 3356 members 
Mstep: Class 30 contains 24323 members 
Mstep: Class 31 contains 5863 members 
Mstep: Class 32 contains 6135 members 
Mstep: Class 33 contains 3480 members 
Mstep: Class 34 contains 578 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6393 members 
Mstep: Class 37 contains 5372 members 
Mstep: Class 38 contains 22615 members 
Mstep: Class 39 contains 1604 members 
Mstep: Class 40 contains 6070 members 
Mstep: Class 41 contains 1697 members 
Mstep: Class 42 contains 5941 members 
Mstep: Class 43 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932512.000000 Penalty: 92448.960938
Iteration 84Q: 44 clusters Score -5.493251e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 8150 members 
Mstep: Class 4 contains 21617 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113923 members 
Mstep: Class 8 contains 2028 members 
Mstep: Class 9 contains 9852 members 
Mstep: Class 10 contains 9950 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 8288 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 43482 members 
Mstep: Class 18 contains 75112 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 2091 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 5078 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 30729 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 24289 members 
Mstep: Class 31 contains 5908 members 
Mstep: Class 32 contains 6138 members 
Mstep: Class 33 contains 3489 members 
Mstep: Class 34 contains 575 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 5372 members 
Mstep: Class 38 contains 22591 members 
Mstep: Class 39 contains 1575 members 
Mstep: Class 40 contains 6123 members 
Mstep: Class 41 contains 1707 members 
Mstep: Class 42 contains 6031 members 
Mstep: Class 43 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932636.000000 Penalty: 92448.960938
Iteration 85Q: 44 clusters Score -5.493264e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 9454 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 4 contains 21622 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113946 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 9966 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 5141 members 
Mstep: Class 13 contains 8259 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 4668 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 43451 members 
Mstep: Class 18 contains 75107 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 7453 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 2095 members 
Mstep: Class 25 contains 2448 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 3118 members 
Mstep: Class 28 contains 30705 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 24237 members 
Mstep: Class 31 contains 5954 members 
Mstep: Class 32 contains 6140 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 575 members 
Mstep: Class 35 contains 4448 members 
Mstep: Class 36 contains 6410 members 
Mstep: Class 37 contains 5372 members 
Mstep: Class 38 contains 22572 members 
Mstep: Class 39 contains 1556 members 
Mstep: Class 40 contains 6162 members 
Mstep: Class 41 contains 1718 members 
Mstep: Class 42 contains 6117 members 
Mstep: Class 43 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932828.000000 Penalty: 92448.960938
Iteration 86Q: 44 clusters Score -5.493283e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 21627 members 
Mstep: Class 5 contains 4008 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 113962 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 9917 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 43432 members 
Mstep: Class 18 contains 75102 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 7477 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 2097 members 
Mstep: Class 25 contains 2451 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 3119 members 
Mstep: Class 28 contains 30697 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 24147 members 
Mstep: Class 31 contains 5991 members 
Mstep: Class 32 contains 6145 members 
Mstep: Class 33 contains 3506 members 
Mstep: Class 34 contains 575 members 
Mstep: Class 35 contains 4414 members 
Mstep: Class 36 contains 6413 members 
Mstep: Class 37 contains 5367 members 
Mstep: Class 38 contains 22556 members 
Mstep: Class 39 contains 1535 members 
Mstep: Class 40 contains 6200 members 
Mstep: Class 41 contains 1723 members 
Mstep: Class 42 contains 6211 members 
Mstep: Class 43 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932716.000000 Penalty: 92448.960938
Iteration 87Q: 44 clusters Score -5.493272e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 8127 members 
Mstep: Class 4 contains 21636 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 113977 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 9955 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 8211 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 43422 members 
Mstep: Class 18 contains 75096 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 7503 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 2101 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 5112 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30678 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 24054 members 
Mstep: Class 31 contains 6009 members 
Mstep: Class 32 contains 6147 members 
Mstep: Class 33 contains 3512 members 
Mstep: Class 34 contains 574 members 
Mstep: Class 35 contains 4379 members 
Mstep: Class 36 contains 6418 members 
Mstep: Class 37 contains 5359 members 
Mstep: Class 38 contains 22540 members 
Mstep: Class 39 contains 1519 members 
Mstep: Class 40 contains 6229 members 
Mstep: Class 41 contains 1727 members 
Mstep: Class 42 contains 6311 members 
Mstep: Class 43 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932836.000000 Penalty: 92448.960938
Iteration 88Q: 44 clusters Score -5.493284e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 8121 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 113989 members 
Mstep: Class 8 contains 2016 members 
Mstep: Class 9 contains 9971 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 5147 members 
Mstep: Class 13 contains 8185 members 
Mstep: Class 14 contains 7357 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 43409 members 
Mstep: Class 18 contains 75093 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 3467 members 
Mstep: Class 24 contains 2101 members 
Mstep: Class 25 contains 2451 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30655 members 
Mstep: Class 29 contains 3285 members 
Mstep: Class 30 contains 23960 members 
Mstep: Class 31 contains 6039 members 
Mstep: Class 32 contains 6152 members 
Mstep: Class 33 contains 3525 members 
Mstep: Class 34 contains 573 members 
Mstep: Class 35 contains 4346 members 
Mstep: Class 36 contains 6420 members 
Mstep: Class 37 contains 5357 members 
Mstep: Class 38 contains 22529 members 
Mstep: Class 39 contains 1510 members 
Mstep: Class 40 contains 6256 members 
Mstep: Class 41 contains 1735 members 
Mstep: Class 42 contains 6401 members 
Mstep: Class 43 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54932932.000000 Penalty: 92448.960938
Iteration 89Q: 44 clusters Score -5.493293e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 113995 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 9983 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 8164 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 4697 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 43404 members 
Mstep: Class 18 contains 75090 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 7546 members 
Mstep: Class 23 contains 3466 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5137 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30622 members 
Mstep: Class 29 contains 3275 members 
Mstep: Class 30 contains 23866 members 
Mstep: Class 31 contains 6075 members 
Mstep: Class 32 contains 6158 members 
Mstep: Class 33 contains 3534 members 
Mstep: Class 34 contains 573 members 
Mstep: Class 35 contains 4326 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5350 members 
Mstep: Class 38 contains 22524 members 
Mstep: Class 39 contains 1501 members 
Mstep: Class 40 contains 6276 members 
Mstep: Class 41 contains 1742 members 
Mstep: Class 42 contains 6482 members 
Mstep: Class 43 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933004.000000 Penalty: 92448.960938
Iteration 90Q: 44 clusters Score -5.4933e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 21660 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114000 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 9991 members 
Mstep: Class 10 contains 10007 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 8143 members 
Mstep: Class 14 contains 7348 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 8734 members 
Mstep: Class 17 contains 43398 members 
Mstep: Class 18 contains 75087 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 7564 members 
Mstep: Class 23 contains 3466 members 
Mstep: Class 24 contains 2111 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30606 members 
Mstep: Class 29 contains 3267 members 
Mstep: Class 30 contains 23769 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 6161 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 572 members 
Mstep: Class 35 contains 4313 members 
Mstep: Class 36 contains 6416 members 
Mstep: Class 37 contains 5340 members 
Mstep: Class 38 contains 22526 members 
Mstep: Class 39 contains 1494 members 
Mstep: Class 40 contains 6292 members 
Mstep: Class 41 contains 1752 members 
Mstep: Class 42 contains 6565 members 
Mstep: Class 43 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933032.000000 Penalty: 92448.960938
Iteration 91Q: 44 clusters Score -5.493303e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 9368 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114005 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 9999 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 8118 members 
Mstep: Class 14 contains 7343 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 43389 members 
Mstep: Class 18 contains 75084 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 7580 members 
Mstep: Class 23 contains 3466 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5144 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30592 members 
Mstep: Class 29 contains 3257 members 
Mstep: Class 30 contains 23711 members 
Mstep: Class 31 contains 6140 members 
Mstep: Class 32 contains 6162 members 
Mstep: Class 33 contains 3559 members 
Mstep: Class 34 contains 572 members 
Mstep: Class 35 contains 4295 members 
Mstep: Class 36 contains 6418 members 
Mstep: Class 37 contains 5334 members 
Mstep: Class 38 contains 22530 members 
Mstep: Class 39 contains 1496 members 
Mstep: Class 40 contains 6313 members 
Mstep: Class 41 contains 1765 members 
Mstep: Class 42 contains 6629 members 
Mstep: Class 43 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933044.000000 Penalty: 92448.960938
Iteration 92Q: 44 clusters Score -5.493304e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 21664 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114009 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 10002 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 5147 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 43381 members 
Mstep: Class 18 contains 75083 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7608 members 
Mstep: Class 23 contains 3465 members 
Mstep: Class 24 contains 2120 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30578 members 
Mstep: Class 29 contains 3243 members 
Mstep: Class 30 contains 23647 members 
Mstep: Class 31 contains 6165 members 
Mstep: Class 32 contains 6163 members 
Mstep: Class 33 contains 3565 members 
Mstep: Class 34 contains 572 members 
Mstep: Class 35 contains 4278 members 
Mstep: Class 36 contains 6416 members 
Mstep: Class 37 contains 5335 members 
Mstep: Class 38 contains 22532 members 
Mstep: Class 39 contains 1497 members 
Mstep: Class 40 contains 6327 members 
Mstep: Class 41 contains 1773 members 
Mstep: Class 42 contains 6689 members 
Mstep: Class 43 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933152.000000 Penalty: 92448.960938
Iteration 93Q: 44 clusters Score -5.493315e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 9366 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114013 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 8055 members 
Mstep: Class 14 contains 7351 members 
Mstep: Class 15 contains 4719 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 43376 members 
Mstep: Class 18 contains 75080 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7643 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5167 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30553 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 23580 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 6164 members 
Mstep: Class 33 contains 3567 members 
Mstep: Class 34 contains 571 members 
Mstep: Class 35 contains 4263 members 
Mstep: Class 36 contains 6416 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 22536 members 
Mstep: Class 39 contains 1495 members 
Mstep: Class 40 contains 6346 members 
Mstep: Class 41 contains 1780 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933188.000000 Penalty: 92448.960938
Iteration 94Q: 44 clusters Score -5.493319e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 9363 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114016 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 9997 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 4723 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 43370 members 
Mstep: Class 18 contains 75079 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7675 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 30531 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 23499 members 
Mstep: Class 31 contains 6204 members 
Mstep: Class 32 contains 6165 members 
Mstep: Class 33 contains 3571 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 4245 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 22543 members 
Mstep: Class 39 contains 1493 members 
Mstep: Class 40 contains 6358 members 
Mstep: Class 41 contains 1787 members 
Mstep: Class 42 contains 6779 members 
Mstep: Class 43 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933384.000000 Penalty: 92448.960938
Iteration 95Q: 44 clusters Score -5.493338e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 9351 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114020 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 10012 members 
Mstep: Class 10 contains 9994 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 8032 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 4728 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 43367 members 
Mstep: Class 18 contains 75082 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7700 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30506 members 
Mstep: Class 29 contains 3210 members 
Mstep: Class 30 contains 23431 members 
Mstep: Class 31 contains 6213 members 
Mstep: Class 32 contains 6163 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 4235 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 22542 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 6378 members 
Mstep: Class 41 contains 1791 members 
Mstep: Class 42 contains 6845 members 
Mstep: Class 43 contains 2145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933512.000000 Penalty: 92448.960938
Iteration 96Q: 44 clusters Score -5.493351e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 21664 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114026 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 8021 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 43362 members 
Mstep: Class 18 contains 75080 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30483 members 
Mstep: Class 29 contains 3207 members 
Mstep: Class 30 contains 23372 members 
Mstep: Class 31 contains 6221 members 
Mstep: Class 32 contains 6165 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 4228 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22543 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 6392 members 
Mstep: Class 41 contains 1799 members 
Mstep: Class 42 contains 6908 members 
Mstep: Class 43 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933396.000000 Penalty: 92448.960938
Iteration 97Q: 44 clusters Score -5.49334e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3988 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114031 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 9999 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 7350 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 43359 members 
Mstep: Class 18 contains 75079 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30465 members 
Mstep: Class 29 contains 3203 members 
Mstep: Class 30 contains 23302 members 
Mstep: Class 31 contains 6230 members 
Mstep: Class 32 contains 6169 members 
Mstep: Class 33 contains 3576 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 4213 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22545 members 
Mstep: Class 39 contains 1490 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 6964 members 
Mstep: Class 43 contains 2167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933444.000000 Penalty: 92448.960938
Iteration 98Q: 44 clusters Score -5.493344e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 9328 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3988 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114036 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10011 members 
Mstep: Class 10 contains 9999 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 7347 members 
Mstep: Class 15 contains 4733 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75081 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 7754 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30452 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 23247 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 6169 members 
Mstep: Class 33 contains 3582 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 4197 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 22546 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1821 members 
Mstep: Class 42 contains 7023 members 
Mstep: Class 43 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933652.000000 Penalty: 92448.960938
Iteration 99Q: 44 clusters Score -5.493365e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 9326 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114039 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10011 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 5153 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 14 contains 7345 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75079 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7762 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30437 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 23193 members 
Mstep: Class 31 contains 6239 members 
Mstep: Class 32 contains 6172 members 
Mstep: Class 33 contains 3583 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 22548 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6416 members 
Mstep: Class 41 contains 1830 members 
Mstep: Class 42 contains 7069 members 
Mstep: Class 43 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933676.000000 Penalty: 92448.960938
Iteration 100F: 44 clusters Score -5.493368e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 9320 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21664 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114044 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10013 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 1104 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 7343 members 
Mstep: Class 15 contains 4740 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75077 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7784 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5172 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30427 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 23132 members 
Mstep: Class 31 contains 6244 members 
Mstep: Class 32 contains 6176 members 
Mstep: Class 33 contains 3583 members 
Mstep: Class 34 contains 571 members 
Mstep: Class 35 contains 4169 members 
Mstep: Class 36 contains 6418 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22546 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 6431 members 
Mstep: Class 41 contains 1834 members 
Mstep: Class 42 contains 7115 members 
Mstep: Class 43 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54933836.000000 Penalty: 92448.960938
Iteration 101Q: 44 clusters Score -5.493384e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114048 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 9984 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 14 contains 7343 members 
Mstep: Class 15 contains 4744 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 43355 members 
Mstep: Class 18 contains 75080 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2392 members 
Mstep: Class 22 contains 7799 members 
Mstep: Class 23 contains 3461 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30412 members 
Mstep: Class 29 contains 3169 members 
Mstep: Class 30 contains 23078 members 
Mstep: Class 31 contains 6250 members 
Mstep: Class 32 contains 6176 members 
Mstep: Class 33 contains 3584 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 4164 members 
Mstep: Class 36 contains 6419 members 
Mstep: Class 37 contains 5317 members 
Mstep: Class 38 contains 22548 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 6448 members 
Mstep: Class 41 contains 1843 members 
Mstep: Class 42 contains 7161 members 
Mstep: Class 43 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934076.000000 Penalty: 92448.960938
Iteration 102Q: 44 clusters Score -5.493408e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 9320 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114051 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9983 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 7344 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75080 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 3458 members 
Mstep: Class 24 contains 2129 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 30402 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 23013 members 
Mstep: Class 31 contains 6250 members 
Mstep: Class 32 contains 6176 members 
Mstep: Class 33 contains 3586 members 
Mstep: Class 34 contains 560 members 
Mstep: Class 35 contains 4155 members 
Mstep: Class 36 contains 6421 members 
Mstep: Class 37 contains 5316 members 
Mstep: Class 38 contains 22549 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 1846 members 
Mstep: Class 42 contains 7220 members 
Mstep: Class 43 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934388.000000 Penalty: 92448.960938
Iteration 103Q: 44 clusters Score -5.493439e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 21657 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114055 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9983 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 8000 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 43356 members 
Mstep: Class 18 contains 75079 members 
Mstep: Class 19 contains 3410 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5173 members 
Mstep: Class 27 contains 3127 members 
Mstep: Class 28 contains 30387 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 22960 members 
Mstep: Class 31 contains 6250 members 
Mstep: Class 32 contains 6177 members 
Mstep: Class 33 contains 3586 members 
Mstep: Class 34 contains 559 members 
Mstep: Class 35 contains 4139 members 
Mstep: Class 36 contains 6424 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 22549 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6470 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 7279 members 
Mstep: Class 43 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934496.000000 Penalty: 92448.960938
Iteration 104Q: 44 clusters Score -5.49345e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 21653 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114058 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 7996 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75078 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 7836 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 3127 members 
Mstep: Class 28 contains 30371 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 22918 members 
Mstep: Class 31 contains 6256 members 
Mstep: Class 32 contains 6177 members 
Mstep: Class 33 contains 3588 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 4126 members 
Mstep: Class 36 contains 6426 members 
Mstep: Class 37 contains 5317 members 
Mstep: Class 38 contains 22548 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6479 members 
Mstep: Class 41 contains 1859 members 
Mstep: Class 42 contains 7325 members 
Mstep: Class 43 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934624.000000 Penalty: 92448.960938
Iteration 105Q: 44 clusters Score -5.493462e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21651 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114062 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 7994 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43359 members 
Mstep: Class 18 contains 75079 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 7845 members 
Mstep: Class 23 contains 3440 members 
Mstep: Class 24 contains 2133 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 3126 members 
Mstep: Class 28 contains 30363 members 
Mstep: Class 29 contains 3068 members 
Mstep: Class 30 contains 22882 members 
Mstep: Class 31 contains 6257 members 
Mstep: Class 32 contains 6177 members 
Mstep: Class 33 contains 3589 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 4117 members 
Mstep: Class 36 contains 6427 members 
Mstep: Class 37 contains 5312 members 
Mstep: Class 38 contains 22550 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6481 members 
Mstep: Class 41 contains 1864 members 
Mstep: Class 42 contains 7366 members 
Mstep: Class 43 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934632.000000 Penalty: 92448.960938
Iteration 106Q: 44 clusters Score -5.493463e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 9318 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21650 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114063 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 7992 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75077 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 7851 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2135 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 30355 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 22845 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 6180 members 
Mstep: Class 33 contains 3591 members 
Mstep: Class 34 contains 556 members 
Mstep: Class 35 contains 4104 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 5311 members 
Mstep: Class 38 contains 22551 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6486 members 
Mstep: Class 41 contains 1871 members 
Mstep: Class 42 contains 7402 members 
Mstep: Class 43 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934668.000000 Penalty: 92448.960938
Iteration 107Q: 44 clusters Score -5.493467e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 9308 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 21650 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114063 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 14 contains 7343 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 43361 members 
Mstep: Class 18 contains 75074 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 7863 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 30350 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 22816 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 6185 members 
Mstep: Class 33 contains 3594 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4092 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 5309 members 
Mstep: Class 38 contains 22548 members 
Mstep: Class 39 contains 1489 members 
Mstep: Class 40 contains 6490 members 
Mstep: Class 41 contains 1874 members 
Mstep: Class 42 contains 7440 members 
Mstep: Class 43 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934608.000000 Penalty: 92448.960938
Iteration 108Q: 44 clusters Score -5.493461e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 9308 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21649 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114065 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 7989 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 43360 members 
Mstep: Class 18 contains 75071 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 7876 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2137 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5163 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30345 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 22778 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 6187 members 
Mstep: Class 33 contains 3596 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4091 members 
Mstep: Class 36 contains 6429 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22546 members 
Mstep: Class 39 contains 1488 members 
Mstep: Class 40 contains 6493 members 
Mstep: Class 41 contains 1875 members 
Mstep: Class 42 contains 7469 members 
Mstep: Class 43 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934616.000000 Penalty: 92448.960938
Iteration 109Q: 44 clusters Score -5.493462e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 9309 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21647 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114072 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 7983 members 
Mstep: Class 14 contains 7340 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 43359 members 
Mstep: Class 18 contains 75071 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 7886 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2137 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 30332 members 
Mstep: Class 29 contains 2998 members 
Mstep: Class 30 contains 22750 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 6187 members 
Mstep: Class 33 contains 3596 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4083 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 22547 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6502 members 
Mstep: Class 41 contains 1876 members 
Mstep: Class 42 contains 7498 members 
Mstep: Class 43 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934628.000000 Penalty: 92448.960938
Iteration 110Q: 44 clusters Score -5.493463e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114073 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 10007 members 
Mstep: Class 10 contains 9973 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 7978 members 
Mstep: Class 14 contains 7340 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75071 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 7890 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 3119 members 
Mstep: Class 28 contains 30321 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 22715 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 6189 members 
Mstep: Class 33 contains 3595 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4079 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 5315 members 
Mstep: Class 38 contains 22551 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6508 members 
Mstep: Class 41 contains 1879 members 
Mstep: Class 42 contains 7528 members 
Mstep: Class 43 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934700.000000 Penalty: 92448.960938
Iteration 111Q: 44 clusters Score -5.49347e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114073 members 
Mstep: Class 8 contains 2007 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5165 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75070 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 7901 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 3119 members 
Mstep: Class 28 contains 30311 members 
Mstep: Class 29 contains 2985 members 
Mstep: Class 30 contains 22676 members 
Mstep: Class 31 contains 6289 members 
Mstep: Class 32 contains 6190 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4075 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22556 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6511 members 
Mstep: Class 41 contains 1880 members 
Mstep: Class 42 contains 7553 members 
Mstep: Class 43 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934724.000000 Penalty: 92448.960938
Iteration 112Q: 44 clusters Score -5.493472e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 8090 members 
Mstep: Class 4 contains 21643 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114073 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9971 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 7965 members 
Mstep: Class 14 contains 7339 members 
Mstep: Class 15 contains 4770 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75070 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 7919 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 3120 members 
Mstep: Class 28 contains 30305 members 
Mstep: Class 29 contains 2978 members 
Mstep: Class 30 contains 22632 members 
Mstep: Class 31 contains 6298 members 
Mstep: Class 32 contains 6190 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4068 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22556 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6515 members 
Mstep: Class 41 contains 1882 members 
Mstep: Class 42 contains 7578 members 
Mstep: Class 43 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934724.000000 Penalty: 92448.960938
Iteration 113Q: 44 clusters Score -5.493472e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 21646 members 
Mstep: Class 5 contains 3988 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114072 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 9970 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 7961 members 
Mstep: Class 14 contains 7336 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43359 members 
Mstep: Class 18 contains 75070 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5166 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 30299 members 
Mstep: Class 29 contains 2974 members 
Mstep: Class 30 contains 22609 members 
Mstep: Class 31 contains 6302 members 
Mstep: Class 32 contains 6191 members 
Mstep: Class 33 contains 3601 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4064 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22554 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6522 members 
Mstep: Class 41 contains 1883 members 
Mstep: Class 42 contains 7597 members 
Mstep: Class 43 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934752.000000 Penalty: 92448.960938
Iteration 114Q: 44 clusters Score -5.493475e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 9293 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114072 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 9967 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 7956 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 8644 members 
Mstep: Class 17 contains 43359 members 
Mstep: Class 18 contains 75071 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 7938 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5169 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 30291 members 
Mstep: Class 29 contains 2968 members 
Mstep: Class 30 contains 22591 members 
Mstep: Class 31 contains 6309 members 
Mstep: Class 32 contains 6192 members 
Mstep: Class 33 contains 3602 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4066 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 22551 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6534 members 
Mstep: Class 41 contains 1885 members 
Mstep: Class 42 contains 7613 members 
Mstep: Class 43 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934784.000000 Penalty: 92448.960938
Iteration 115Q: 44 clusters Score -5.493478e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114074 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9965 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 7948 members 
Mstep: Class 14 contains 7332 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 30285 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 22562 members 
Mstep: Class 31 contains 6311 members 
Mstep: Class 32 contains 6195 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4061 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 5316 members 
Mstep: Class 38 contains 22549 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6546 members 
Mstep: Class 41 contains 1887 members 
Mstep: Class 42 contains 7632 members 
Mstep: Class 43 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934876.000000 Penalty: 92448.960938
Iteration 116Q: 44 clusters Score -5.493488e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 8084 members 
Mstep: Class 4 contains 21644 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114074 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10011 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5167 members 
Mstep: Class 13 contains 7938 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43356 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 7968 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5166 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30268 members 
Mstep: Class 29 contains 2964 members 
Mstep: Class 30 contains 22536 members 
Mstep: Class 31 contains 6310 members 
Mstep: Class 32 contains 6196 members 
Mstep: Class 33 contains 3606 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4058 members 
Mstep: Class 36 contains 6429 members 
Mstep: Class 37 contains 5316 members 
Mstep: Class 38 contains 22550 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6563 members 
Mstep: Class 41 contains 1888 members 
Mstep: Class 42 contains 7659 members 
Mstep: Class 43 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934868.000000 Penalty: 92448.960938
Iteration 117Q: 44 clusters Score -5.493487e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 21643 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114075 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10014 members 
Mstep: Class 10 contains 9953 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5169 members 
Mstep: Class 13 contains 7931 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7981 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5166 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30254 members 
Mstep: Class 29 contains 2959 members 
Mstep: Class 30 contains 22501 members 
Mstep: Class 31 contains 6307 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3610 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4054 members 
Mstep: Class 36 contains 6429 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 22553 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6573 members 
Mstep: Class 41 contains 1891 members 
Mstep: Class 42 contains 7688 members 
Mstep: Class 43 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934876.000000 Penalty: 92448.960938
Iteration 118Q: 44 clusters Score -5.493488e+07 nChanged 147
Entering ConstructFrom: 
Score: -54934876.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (60347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Entering Unmasked Estep 
Score: -6240129.500000 Penalty: 1788.778320
	Iteration 0F: 2 clusters Score -6240130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -6199693.000000 Penalty: 3577.556641
	Iteration 0F: 3 clusters Score -6199693 nChanged 28609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -6215911.500000 Penalty: 3577.556641
	Iteration 1F: 3 clusters Score -6215912 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -6216280.000000 Penalty: 3577.556641
	Iteration 2Q: 3 clusters Score -6216280 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -6216603.000000 Penalty: 3577.556641
	Iteration 3Q: 3 clusters Score -6216603 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6216933.500000 Penalty: 3577.556641
	Iteration 4Q: 3 clusters Score -6216934 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -6217246.000000 Penalty: 3577.556641
	Iteration 5Q: 3 clusters Score -6217246 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6217680.500000 Penalty: 3577.556641
	Iteration 6Q: 3 clusters Score -6217680 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6218206.000000 Penalty: 3577.556641
	Iteration 7Q: 3 clusters Score -6218206 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6218897.000000 Penalty: 3577.556641
	Iteration 8Q: 3 clusters Score -6218897 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -6219969.000000 Penalty: 3577.556641
	Iteration 9Q: 3 clusters Score -6219969 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -6221552.000000 Penalty: 3577.556641
	Iteration 10Q: 3 clusters Score -6221552 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6223846.000000 Penalty: 3577.556641
	Iteration 11F: 3 clusters Score -6223846 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -6226421.500000 Penalty: 3577.556641
	Iteration 12F: 3 clusters Score -6226422 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -6229150.000000 Penalty: 3577.556641
	Iteration 13F: 3 clusters Score -6229150 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6231366.500000 Penalty: 3577.556641
	Iteration 14Q: 3 clusters Score -6231366 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -6233079.500000 Penalty: 3577.556641
	Iteration 15Q: 3 clusters Score -6233080 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -6234468.500000 Penalty: 3577.556641
	Iteration 16Q: 3 clusters Score -6234468 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6235599.000000 Penalty: 3577.556641
	Iteration 17Q: 3 clusters Score -6235599 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6236522.500000 Penalty: 3577.556641
	Iteration 18Q: 3 clusters Score -6236522 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6237225.000000 Penalty: 3577.556641
	Iteration 19Q: 3 clusters Score -6237225 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6237754.000000 Penalty: 3577.556641
	Iteration 20F: 3 clusters Score -6237754 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6238132.500000 Penalty: 3577.556641
	Iteration 21Q: 3 clusters Score -6238132 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6238380.000000 Penalty: 3577.556641
	Iteration 22Q: 3 clusters Score -6238380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6238541.500000 Penalty: 3577.556641
	Iteration 23Q: 3 clusters Score -6238542 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6238677.000000 Penalty: 3577.556641
	Iteration 24Q: 3 clusters Score -6238677 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6238808.500000 Penalty: 3577.556641
	Iteration 25Q: 3 clusters Score -6238808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6238896.500000 Penalty: 3577.556641
	Iteration 26Q: 3 clusters Score -6238896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6238954.000000 Penalty: 3577.556641
	Iteration 27Q: 3 clusters Score -6238954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6238992.500000 Penalty: 3577.556641
	Iteration 28Q: 3 clusters Score -6238992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6239046.000000 Penalty: 3577.556641
	Iteration 29Q: 3 clusters Score -6239046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6239075.500000 Penalty: 3577.556641
	Iteration 30Q: 3 clusters Score -6239076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6239098.500000 Penalty: 3577.556641
	Iteration 31Q: 3 clusters Score -6239098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6239114.000000 Penalty: 3577.556641
	Iteration 32Q: 3 clusters Score -6239114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6239139.000000 Penalty: 3577.556641
	Iteration 33Q: 3 clusters Score -6239139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6239151.000000 Penalty: 3577.556641
	Iteration 34Q: 3 clusters Score -6239151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6239173.000000 Penalty: 3577.556641
	Iteration 35Q: 3 clusters Score -6239173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6239185.500000 Penalty: 3577.556641
	Iteration 36Q: 3 clusters Score -6239186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6239208.000000 Penalty: 3577.556641
	Iteration 37Q: 3 clusters Score -6239208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6239209.500000 Penalty: 3577.556641
	Iteration 38Q: 3 clusters Score -6239210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6239222.000000 Penalty: 3577.556641
	Iteration 39Q: 3 clusters Score -6239222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6239286.500000 Penalty: 3577.556641
	Iteration 40F: 3 clusters Score -6239286 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6239368.000000 Penalty: 3577.556641
	Iteration 41Q: 3 clusters Score -6239368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6239428.500000 Penalty: 3577.556641
	Iteration 42Q: 3 clusters Score -6239428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6239495.500000 Penalty: 3577.556641
	Iteration 43Q: 3 clusters Score -6239496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6239574.500000 Penalty: 3577.556641
	Iteration 44Q: 3 clusters Score -6239574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6239639.000000 Penalty: 3577.556641
	Iteration 45Q: 3 clusters Score -6239639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6239728.000000 Penalty: 3577.556641
	Iteration 46Q: 3 clusters Score -6239728 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6239791.500000 Penalty: 3577.556641
	Iteration 47Q: 3 clusters Score -6239792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6239853.500000 Penalty: 3577.556641
	Iteration 48Q: 3 clusters Score -6239854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6239906.500000 Penalty: 3577.556641
	Iteration 49Q: 3 clusters Score -6239906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6239973.000000 Penalty: 3577.556641
	Iteration 50Q: 3 clusters Score -6239973 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6240018.500000 Penalty: 3577.556641
	Iteration 51Q: 3 clusters Score -6240018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6240039.000000 Penalty: 3577.556641
	Iteration 52Q: 3 clusters Score -6240039 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -6240067.500000 Penalty: 3577.556641
	Iteration 53Q: 3 clusters Score -6240068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6240092.500000 Penalty: 3577.556641
	Iteration 54Q: 3 clusters Score -6240092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6240108.000000 Penalty: 3577.556641
	Iteration 55Q: 3 clusters Score -6240108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6240133.000000 Penalty: 3577.556641
	Iteration 56Q: 3 clusters Score -6240133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6240144.500000 Penalty: 3577.556641
	Iteration 57Q: 3 clusters Score -6240144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6240146.000000 Penalty: 3577.556641
	Iteration 58Q: 3 clusters Score -6240146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6240143.500000 Penalty: 3577.556641
	Iteration 59Q: 3 clusters Score -6240144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6240181.000000 Penalty: 3577.556641
	Iteration 60F: 3 clusters Score -6240181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6240196.000000 Penalty: 3577.556641
	Iteration 61Q: 3 clusters Score -6240196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6240216.000000 Penalty: 3577.556641
	Iteration 62Q: 3 clusters Score -6240216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -6240231.500000 Penalty: 3577.556641
	Iteration 63Q: 3 clusters Score -6240232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6240241.500000 Penalty: 3577.556641
	Iteration 64Q: 3 clusters Score -6240242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6240242.500000 Penalty: 3577.556641
	Iteration 65Q: 3 clusters Score -6240242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6240236.500000 Penalty: 3577.556641
	Iteration 66Q: 3 clusters Score -6240236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6240250.500000 Penalty: 3577.556641
	Iteration 67Q: 3 clusters Score -6240250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -6240251.000000 Penalty: 3577.556641
	Iteration 68Q: 3 clusters Score -6240251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6240251.500000 Penalty: 3577.556641
	Iteration 69Q: 3 clusters Score -6240252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6240252.500000 Penalty: 3577.556641
	Iteration 70Q: 3 clusters Score -6240252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6240251.500000 Penalty: 3577.556641
	Iteration 71Q: 3 clusters Score -6240252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6240251.500000 Penalty: 3577.556641
	Iteration 72Q: 3 clusters Score -6240252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6240252.500000 Penalty: 3577.556641
	Iteration 73Q: 3 clusters Score -6240252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6240259.000000 Penalty: 3577.556641
	Iteration 74Q: 3 clusters Score -6240259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6240264.500000 Penalty: 3577.556641
	Iteration 75Q: 3 clusters Score -6240264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6240261.000000 Penalty: 3577.556641
	Iteration 76Q: 3 clusters Score -6240261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6240262.500000 Penalty: 3577.556641
	Iteration 77Q: 3 clusters Score -6240262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6240261.500000 Penalty: 3577.556641
	Iteration 78Q: 3 clusters Score -6240262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6240262.000000 Penalty: 3577.556641
	Iteration 79Q: 3 clusters Score -6240262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6240263.500000 Penalty: 3577.556641
	Iteration 80F: 3 clusters Score -6240264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6240263.500000 Penalty: 3577.556641
	Iteration 81Q: 3 clusters Score -6240264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6240264.500000 Penalty: 3577.556641
	Iteration 82Q: 3 clusters Score -6240264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6240264.000000 Penalty: 3577.556641
	Iteration 83Q: 3 clusters Score -6240264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6240261.000000 Penalty: 3577.556641
	Iteration 84Q: 3 clusters Score -6240261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6240260.500000 Penalty: 3577.556641
	Iteration 85Q: 3 clusters Score -6240260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6240265.000000 Penalty: 3577.556641
	Iteration 86Q: 3 clusters Score -6240265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6240262.500000 Penalty: 3577.556641
	Iteration 87Q: 3 clusters Score -6240262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6240255.000000 Penalty: 3577.556641
	Iteration 88Q: 3 clusters Score -6240255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6240253.500000 Penalty: 3577.556641
	Iteration 89Q: 3 clusters Score -6240254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6240257.000000 Penalty: 3577.556641
	Iteration 90Q: 3 clusters Score -6240257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6240256.500000 Penalty: 3577.556641
	Iteration 91Q: 3 clusters Score -6240256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -6240256.000000 Penalty: 3577.556641
	Iteration 92Q: 3 clusters Score -6240256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6240256.000000 Penalty: 3577.556641
	Iteration 93Q: 3 clusters Score -6240256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6240254.000000 Penalty: 3577.556641
	Iteration 94Q: 3 clusters Score -6240254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6240254.000000 Penalty: 3577.556641
	Iteration 95Q: 3 clusters Score -6240254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6240254.000000 Penalty: 3577.556641
	Iteration 96F: 3 clusters Score -6240254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114077 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6594 members 
Mstep: Class 41 contains 1894 members 
Mstep: Class 42 contains 7710 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 3921 members 
Entering Unmasked Estep 
Score: -54934580.000000 Penalty: 94598.937500
Splitting cluster 1 changes total score from -54934876.000000 to -54934580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Entering Unmasked Estep 
Score: -848915.125000 Penalty: 1484.292358
	Iteration 0F: 2 clusters Score -848915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -842305.312500 Penalty: 2968.584717
	Iteration 0F: 3 clusters Score -842305.3 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -844495.937500 Penalty: 2968.584717
	Iteration 1F: 3 clusters Score -844495.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -844881.312500 Penalty: 2968.584717
	Iteration 2F: 3 clusters Score -844881.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -845202.312500 Penalty: 2968.584717
	Iteration 3F: 3 clusters Score -845202.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -845517.000000 Penalty: 2968.584717
	Iteration 4F: 3 clusters Score -845517 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -845778.000000 Penalty: 2968.584717
	Iteration 5Q: 3 clusters Score -845778 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -846036.500000 Penalty: 2968.584717
	Iteration 6Q: 3 clusters Score -846036.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -846269.875000 Penalty: 2968.584717
	Iteration 7Q: 3 clusters Score -846269.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -846466.250000 Penalty: 2968.584717
	Iteration 8Q: 3 clusters Score -846466.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -846642.437500 Penalty: 2968.584717
	Iteration 9Q: 3 clusters Score -846642.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -846803.812500 Penalty: 2968.584717
	Iteration 10Q: 3 clusters Score -846803.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -846930.187500 Penalty: 2968.584717
	Iteration 11Q: 3 clusters Score -846930.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -847031.437500 Penalty: 2968.584717
	Iteration 12Q: 3 clusters Score -847031.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -847102.125000 Penalty: 2968.584717
	Iteration 13Q: 3 clusters Score -847102.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -847153.062500 Penalty: 2968.584717
	Iteration 14Q: 3 clusters Score -847153.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -847188.062500 Penalty: 2968.584717
	Iteration 15Q: 3 clusters Score -847188.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -847215.250000 Penalty: 2968.584717
	Iteration 16Q: 3 clusters Score -847215.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -847239.375000 Penalty: 2968.584717
	Iteration 17Q: 3 clusters Score -847239.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -847259.562500 Penalty: 2968.584717
	Iteration 18Q: 3 clusters Score -847259.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -847274.937500 Penalty: 2968.584717
	Iteration 19Q: 3 clusters Score -847274.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -847290.000000 Penalty: 2968.584717
	Iteration 20F: 3 clusters Score -847290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -847299.437500 Penalty: 2968.584717
	Iteration 21Q: 3 clusters Score -847299.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -847313.875000 Penalty: 2968.584717
	Iteration 22Q: 3 clusters Score -847313.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -847323.250000 Penalty: 2968.584717
	Iteration 23Q: 3 clusters Score -847323.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -847333.937500 Penalty: 2968.584717
	Iteration 24Q: 3 clusters Score -847333.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -847342.500000 Penalty: 2968.584717
	Iteration 25Q: 3 clusters Score -847342.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -847355.562500 Penalty: 2968.584717
	Iteration 26Q: 3 clusters Score -847355.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -847370.625000 Penalty: 2968.584717
	Iteration 27Q: 3 clusters Score -847370.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -847390.750000 Penalty: 2968.584717
	Iteration 28Q: 3 clusters Score -847390.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -847399.937500 Penalty: 2968.584717
	Iteration 29Q: 3 clusters Score -847399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -847412.250000 Penalty: 2968.584717
	Iteration 30Q: 3 clusters Score -847412.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -847419.250000 Penalty: 2968.584717
	Iteration 31Q: 3 clusters Score -847419.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -847433.875000 Penalty: 2968.584717
	Iteration 32Q: 3 clusters Score -847433.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -847446.750000 Penalty: 2968.584717
	Iteration 33Q: 3 clusters Score -847446.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -847462.062500 Penalty: 2968.584717
	Iteration 34Q: 3 clusters Score -847462.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -847481.250000 Penalty: 2968.584717
	Iteration 35Q: 3 clusters Score -847481.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -847494.187500 Penalty: 2968.584717
	Iteration 36Q: 3 clusters Score -847494.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -847508.562500 Penalty: 2968.584717
	Iteration 37Q: 3 clusters Score -847508.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -847515.687500 Penalty: 2968.584717
	Iteration 38Q: 3 clusters Score -847515.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -847527.937500 Penalty: 2968.584717
	Iteration 39Q: 3 clusters Score -847527.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -847538.625000 Penalty: 2968.584717
	Iteration 40F: 3 clusters Score -847538.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -847552.000000 Penalty: 2968.584717
	Iteration 41Q: 3 clusters Score -847552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -847562.250000 Penalty: 2968.584717
	Iteration 42Q: 3 clusters Score -847562.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -847569.000000 Penalty: 2968.584717
	Iteration 43Q: 3 clusters Score -847569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -847577.875000 Penalty: 2968.584717
	Iteration 44Q: 3 clusters Score -847577.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -847588.000000 Penalty: 2968.584717
	Iteration 45Q: 3 clusters Score -847588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -847593.937500 Penalty: 2968.584717
	Iteration 46Q: 3 clusters Score -847593.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -847603.437500 Penalty: 2968.584717
	Iteration 47Q: 3 clusters Score -847603.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -847615.812500 Penalty: 2968.584717
	Iteration 48Q: 3 clusters Score -847615.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -847628.625000 Penalty: 2968.584717
	Iteration 49Q: 3 clusters Score -847628.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -847640.875000 Penalty: 2968.584717
	Iteration 50Q: 3 clusters Score -847640.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -847650.062500 Penalty: 2968.584717
	Iteration 51Q: 3 clusters Score -847650.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -847663.250000 Penalty: 2968.584717
	Iteration 52Q: 3 clusters Score -847663.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -847671.500000 Penalty: 2968.584717
	Iteration 53Q: 3 clusters Score -847671.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -847678.125000 Penalty: 2968.584717
	Iteration 54Q: 3 clusters Score -847678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -847684.062500 Penalty: 2968.584717
	Iteration 55Q: 3 clusters Score -847684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -847692.500000 Penalty: 2968.584717
	Iteration 56Q: 3 clusters Score -847692.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -847699.187500 Penalty: 2968.584717
	Iteration 57Q: 3 clusters Score -847699.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -847705.062500 Penalty: 2968.584717
	Iteration 58Q: 3 clusters Score -847705.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -847710.062500 Penalty: 2968.584717
	Iteration 59Q: 3 clusters Score -847710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -847713.500000 Penalty: 2968.584717
	Iteration 60F: 3 clusters Score -847713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -847717.562500 Penalty: 2968.584717
	Iteration 61Q: 3 clusters Score -847717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -847727.062500 Penalty: 2968.584717
	Iteration 62Q: 3 clusters Score -847727.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -847732.000000 Penalty: 2968.584717
	Iteration 63Q: 3 clusters Score -847732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -847737.437500 Penalty: 2968.584717
	Iteration 64Q: 3 clusters Score -847737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -847743.187500 Penalty: 2968.584717
	Iteration 65Q: 3 clusters Score -847743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -847746.625000 Penalty: 2968.584717
	Iteration 66Q: 3 clusters Score -847746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -847750.750000 Penalty: 2968.584717
	Iteration 67Q: 3 clusters Score -847750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -847753.625000 Penalty: 2968.584717
	Iteration 68Q: 3 clusters Score -847753.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -847757.187500 Penalty: 2968.584717
	Iteration 69Q: 3 clusters Score -847757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -847757.062500 Penalty: 2968.584717
	Iteration 70Q: 3 clusters Score -847757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -847763.062500 Penalty: 2968.584717
	Iteration 71Q: 3 clusters Score -847763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -847763.750000 Penalty: 2968.584717
	Iteration 72Q: 3 clusters Score -847763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -847769.687500 Penalty: 2968.584717
	Iteration 73Q: 3 clusters Score -847769.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -847773.750000 Penalty: 2968.584717
	Iteration 74Q: 3 clusters Score -847773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -847778.937500 Penalty: 2968.584717
	Iteration 75Q: 3 clusters Score -847778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -847782.875000 Penalty: 2968.584717
	Iteration 76Q: 3 clusters Score -847782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -847788.562500 Penalty: 2968.584717
	Iteration 77Q: 3 clusters Score -847788.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -847791.437500 Penalty: 2968.584717
	Iteration 78Q: 3 clusters Score -847791.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -847799.125000 Penalty: 2968.584717
	Iteration 79Q: 3 clusters Score -847799.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -847806.937500 Penalty: 2968.584717
	Iteration 80F: 3 clusters Score -847806.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -847813.250000 Penalty: 2968.584717
	Iteration 81Q: 3 clusters Score -847813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -847816.375000 Penalty: 2968.584717
	Iteration 82Q: 3 clusters Score -847816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -847822.250000 Penalty: 2968.584717
	Iteration 83Q: 3 clusters Score -847822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -847824.062500 Penalty: 2968.584717
	Iteration 84Q: 3 clusters Score -847824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -847828.500000 Penalty: 2968.584717
	Iteration 85Q: 3 clusters Score -847828.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -847835.062500 Penalty: 2968.584717
	Iteration 86Q: 3 clusters Score -847835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -847842.500000 Penalty: 2968.584717
	Iteration 87Q: 3 clusters Score -847842.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -847849.937500 Penalty: 2968.584717
	Iteration 88Q: 3 clusters Score -847849.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -847859.187500 Penalty: 2968.584717
	Iteration 89Q: 3 clusters Score -847859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -847864.500000 Penalty: 2968.584717
	Iteration 90Q: 3 clusters Score -847864.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -847871.125000 Penalty: 2968.584717
	Iteration 91Q: 3 clusters Score -847871.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -847875.125000 Penalty: 2968.584717
	Iteration 92Q: 3 clusters Score -847875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -847883.187500 Penalty: 2968.584717
	Iteration 93Q: 3 clusters Score -847883.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -847891.187500 Penalty: 2968.584717
	Iteration 94Q: 3 clusters Score -847891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -847897.187500 Penalty: 2968.584717
	Iteration 95Q: 3 clusters Score -847897.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -847901.125000 Penalty: 2968.584717
	Iteration 96Q: 3 clusters Score -847901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -847908.562500 Penalty: 2968.584717
	Iteration 97Q: 3 clusters Score -847908.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -847912.250000 Penalty: 2968.584717
	Iteration 98Q: 3 clusters Score -847912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -847921.187500 Penalty: 2968.584717
	Iteration 99Q: 3 clusters Score -847921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -847927.812500 Penalty: 2968.584717
	Iteration 100F: 3 clusters Score -847927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -847935.687500 Penalty: 2968.584717
	Iteration 101Q: 3 clusters Score -847935.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -847941.187500 Penalty: 2968.584717
	Iteration 102Q: 3 clusters Score -847941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -847944.750000 Penalty: 2968.584717
	Iteration 103Q: 3 clusters Score -847944.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -847944.687500 Penalty: 2968.584717
	Iteration 104Q: 3 clusters Score -847944.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -847949.375000 Penalty: 2968.584717
	Iteration 105Q: 3 clusters Score -847949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -847953.750000 Penalty: 2968.584717
	Iteration 106Q: 3 clusters Score -847953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -847954.125000 Penalty: 2968.584717
	Iteration 107Q: 3 clusters Score -847954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -847954.812500 Penalty: 2968.584717
	Iteration 108Q: 3 clusters Score -847954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -847954.812500 Penalty: 2968.584717
	Iteration 109Q: 3 clusters Score -847954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -847955.250000 Penalty: 2968.584717
	Iteration 110Q: 3 clusters Score -847955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -847957.750000 Penalty: 2968.584717
	Iteration 111Q: 3 clusters Score -847957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -847958.250000 Penalty: 2968.584717
	Iteration 112Q: 3 clusters Score -847958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -847958.937500 Penalty: 2968.584717
	Iteration 113Q: 3 clusters Score -847958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -847962.000000 Penalty: 2968.584717
	Iteration 114Q: 3 clusters Score -847962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -847965.000000 Penalty: 2968.584717
	Iteration 115Q: 3 clusters Score -847965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -847968.875000 Penalty: 2968.584717
	Iteration 116Q: 3 clusters Score -847968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -847971.125000 Penalty: 2968.584717
	Iteration 117Q: 3 clusters Score -847971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -847970.812500 Penalty: 2968.584717
	Iteration 118Q: 3 clusters Score -847970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -847972.875000 Penalty: 2968.584717
	Iteration 119Q: 3 clusters Score -847972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -847976.375000 Penalty: 2968.584717
	Iteration 120F: 3 clusters Score -847976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -847978.125000 Penalty: 2968.584717
	Iteration 121Q: 3 clusters Score -847978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -847978.625000 Penalty: 2968.584717
	Iteration 122Q: 3 clusters Score -847978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -847978.937500 Penalty: 2968.584717
	Iteration 123Q: 3 clusters Score -847978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -847980.125000 Penalty: 2968.584717
	Iteration 124Q: 3 clusters Score -847980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -847980.750000 Penalty: 2968.584717
	Iteration 125Q: 3 clusters Score -847980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -847980.125000 Penalty: 2968.584717
	Iteration 126Q: 3 clusters Score -847980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -847981.500000 Penalty: 2968.584717
	Iteration 127Q: 3 clusters Score -847981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -847981.187500 Penalty: 2968.584717
	Iteration 128Q: 3 clusters Score -847981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -847980.812500 Penalty: 2968.584717
	Iteration 129Q: 3 clusters Score -847980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -847981.625000 Penalty: 2968.584717
	Iteration 130Q: 3 clusters Score -847981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -847981.625000 Penalty: 2968.584717
	Iteration 131F: 3 clusters Score -847981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Entering Unmasked Estep 
Score: -800920.250000 Penalty: 1462.036499
	Iteration 0F: 2 clusters Score -800920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -795054.562500 Penalty: 2924.072998
	Iteration 0F: 3 clusters Score -795054.6 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -797020.125000 Penalty: 2924.072998
	Iteration 1F: 3 clusters Score -797020.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -797321.312500 Penalty: 2924.072998
	Iteration 2F: 3 clusters Score -797321.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -797590.125000 Penalty: 2924.072998
	Iteration 3F: 3 clusters Score -797590.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -797838.437500 Penalty: 2924.072998
	Iteration 4F: 3 clusters Score -797838.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -798107.437500 Penalty: 2924.072998
	Iteration 5F: 3 clusters Score -798107.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -798422.812500 Penalty: 2924.072998
	Iteration 6F: 3 clusters Score -798422.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -798772.250000 Penalty: 2924.072998
	Iteration 7F: 3 clusters Score -798772.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -799030.812500 Penalty: 2924.072998
	Iteration 8Q: 3 clusters Score -799030.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -799211.437500 Penalty: 2924.072998
	Iteration 9Q: 3 clusters Score -799211.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -799330.062500 Penalty: 2924.072998
	Iteration 10Q: 3 clusters Score -799330.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -799425.312500 Penalty: 2924.072998
	Iteration 11Q: 3 clusters Score -799425.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -799509.375000 Penalty: 2924.072998
	Iteration 12Q: 3 clusters Score -799509.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -799593.687500 Penalty: 2924.072998
	Iteration 13Q: 3 clusters Score -799593.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -799671.437500 Penalty: 2924.072998
	Iteration 14Q: 3 clusters Score -799671.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -799728.625000 Penalty: 2924.072998
	Iteration 15Q: 3 clusters Score -799728.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -799783.562500 Penalty: 2924.072998
	Iteration 16Q: 3 clusters Score -799783.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -799820.187500 Penalty: 2924.072998
	Iteration 17Q: 3 clusters Score -799820.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -799855.125000 Penalty: 2924.072998
	Iteration 18Q: 3 clusters Score -799855.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -799884.937500 Penalty: 2924.072998
	Iteration 19Q: 3 clusters Score -799884.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -799902.500000 Penalty: 2924.072998
	Iteration 20F: 3 clusters Score -799902.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -799908.187500 Penalty: 2924.072998
	Iteration 21Q: 3 clusters Score -799908.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -799916.125000 Penalty: 2924.072998
	Iteration 22Q: 3 clusters Score -799916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -799920.062500 Penalty: 2924.072998
	Iteration 23Q: 3 clusters Score -799920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -799923.875000 Penalty: 2924.072998
	Iteration 24Q: 3 clusters Score -799923.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -799929.312500 Penalty: 2924.072998
	Iteration 25Q: 3 clusters Score -799929.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -799935.437500 Penalty: 2924.072998
	Iteration 26Q: 3 clusters Score -799935.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -799940.125000 Penalty: 2924.072998
	Iteration 27Q: 3 clusters Score -799940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -799945.562500 Penalty: 2924.072998
	Iteration 28Q: 3 clusters Score -799945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -799947.125000 Penalty: 2924.072998
	Iteration 29Q: 3 clusters Score -799947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -799948.625000 Penalty: 2924.072998
	Iteration 30Q: 3 clusters Score -799948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -799948.187500 Penalty: 2924.072998
	Iteration 31Q: 3 clusters Score -799948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -799949.000000 Penalty: 2924.072998
	Iteration 32Q: 3 clusters Score -799949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -799949.000000 Penalty: 2924.072998
	Iteration 33F: 3 clusters Score -799949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Entering Unmasked Estep 
Score: -2020976.625000 Penalty: 1622.123535
	Iteration 0F: 2 clusters Score -2020977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2006347.250000 Penalty: 3244.247070
	Iteration 0F: 3 clusters Score -2006347 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2013046.125000 Penalty: 3244.247070
	Iteration 1F: 3 clusters Score -2013046 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2014444.125000 Penalty: 3244.247070
	Iteration 2F: 3 clusters Score -2014444 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2015889.000000 Penalty: 3244.247070
	Iteration 3F: 3 clusters Score -2015889 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2017251.250000 Penalty: 3244.247070
	Iteration 4F: 3 clusters Score -2017251 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2018341.375000 Penalty: 3244.247070
	Iteration 5F: 3 clusters Score -2018341 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2019234.000000 Penalty: 3244.247070
	Iteration 6Q: 3 clusters Score -2019234 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2019777.250000 Penalty: 3244.247070
	Iteration 7Q: 3 clusters Score -2019777 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2020164.250000 Penalty: 3244.247070
	Iteration 8Q: 3 clusters Score -2020164 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2020424.875000 Penalty: 3244.247070
	Iteration 9Q: 3 clusters Score -2020425 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2020575.375000 Penalty: 3244.247070
	Iteration 10Q: 3 clusters Score -2020575 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2020671.500000 Penalty: 3244.247070
	Iteration 11Q: 3 clusters Score -2020672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2020740.125000 Penalty: 3244.247070
	Iteration 12Q: 3 clusters Score -2020740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2020762.000000 Penalty: 3244.247070
	Iteration 13Q: 3 clusters Score -2020762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2020786.000000 Penalty: 3244.247070
	Iteration 14Q: 3 clusters Score -2020786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2020793.125000 Penalty: 3244.247070
	Iteration 15Q: 3 clusters Score -2020793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2020800.875000 Penalty: 3244.247070
	Iteration 16Q: 3 clusters Score -2020801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2020811.125000 Penalty: 3244.247070
	Iteration 17Q: 3 clusters Score -2020811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2020810.375000 Penalty: 3244.247070
	Iteration 18Q: 3 clusters Score -2020810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2020815.750000 Penalty: 3244.247070
	Iteration 19Q: 3 clusters Score -2020816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2020816.250000 Penalty: 3244.247070
	Iteration 20F: 3 clusters Score -2020816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2020817.375000 Penalty: 3244.247070
	Iteration 21Q: 3 clusters Score -2020817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2020817.750000 Penalty: 3244.247070
	Iteration 22Q: 3 clusters Score -2020818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2020818.375000 Penalty: 3244.247070
	Iteration 23Q: 3 clusters Score -2020818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2020825.625000 Penalty: 3244.247070
	Iteration 24Q: 3 clusters Score -2020826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2020825.000000 Penalty: 3244.247070
	Iteration 25Q: 3 clusters Score -2020825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2020828.875000 Penalty: 3244.247070
	Iteration 26Q: 3 clusters Score -2020829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2020831.375000 Penalty: 3244.247070
	Iteration 27Q: 3 clusters Score -2020831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2020834.125000 Penalty: 3244.247070
	Iteration 28Q: 3 clusters Score -2020834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2020837.125000 Penalty: 3244.247070
	Iteration 29Q: 3 clusters Score -2020837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2020842.750000 Penalty: 3244.247070
	Iteration 30Q: 3 clusters Score -2020843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2020843.125000 Penalty: 3244.247070
	Iteration 31Q: 3 clusters Score -2020843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2020850.875000 Penalty: 3244.247070
	Iteration 32Q: 3 clusters Score -2020851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2020848.375000 Penalty: 3244.247070
	Iteration 33Q: 3 clusters Score -2020848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2020852.250000 Penalty: 3244.247070
	Iteration 34Q: 3 clusters Score -2020852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2020853.250000 Penalty: 3244.247070
	Iteration 35Q: 3 clusters Score -2020853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2020854.375000 Penalty: 3244.247070
	Iteration 36Q: 3 clusters Score -2020854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2020854.625000 Penalty: 3244.247070
	Iteration 37Q: 3 clusters Score -2020855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2020854.625000 Penalty: 3244.247070
	Iteration 38F: 3 clusters Score -2020855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -391305.843750 Penalty: 1347.457764
	Iteration 0F: 2 clusters Score -391305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -388028.687500 Penalty: 2694.915527
	Iteration 0F: 3 clusters Score -388028.7 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -389111.562500 Penalty: 2694.915527
	Iteration 1F: 3 clusters Score -389111.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -389515.281250 Penalty: 2694.915527
	Iteration 2F: 3 clusters Score -389515.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -389948.718750 Penalty: 2694.915527
	Iteration 3F: 3 clusters Score -389948.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -390518.812500 Penalty: 2694.915527
	Iteration 4F: 3 clusters Score -390518.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -391098.593750 Penalty: 2694.915527
	Iteration 5F: 3 clusters Score -391098.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -391594.250000 Penalty: 2694.915527
	Iteration 6F: 3 clusters Score -391594.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -391856.781250 Penalty: 2694.915527
	Iteration 7Q: 3 clusters Score -391856.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -391944.875000 Penalty: 2694.915527
	Iteration 8Q: 3 clusters Score -391944.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -391983.250000 Penalty: 2694.915527
	Iteration 9Q: 3 clusters Score -391983.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -391999.718750 Penalty: 2694.915527
	Iteration 10Q: 3 clusters Score -391999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -392009.562500 Penalty: 2694.915527
	Iteration 11Q: 3 clusters Score -392009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -392013.375000 Penalty: 2694.915527
	Iteration 12Q: 3 clusters Score -392013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -392017.218750 Penalty: 2694.915527
	Iteration 13Q: 3 clusters Score -392017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -392020.500000 Penalty: 2694.915527
	Iteration 14Q: 3 clusters Score -392020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -392021.312500 Penalty: 2694.915527
	Iteration 15Q: 3 clusters Score -392021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -392022.062500 Penalty: 2694.915527
	Iteration 16Q: 3 clusters Score -392022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -392022.718750 Penalty: 2694.915527
	Iteration 17Q: 3 clusters Score -392022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -392022.750000 Penalty: 2694.915527
	Iteration 18Q: 3 clusters Score -392022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -392022.843750 Penalty: 2694.915527
	Iteration 19Q: 3 clusters Score -392022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -392022.843750 Penalty: 2694.915527
	Iteration 20F: 3 clusters Score -392022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 1807 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114077 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6594 members 
Mstep: Class 41 contains 1894 members 
Mstep: Class 42 contains 7710 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 2185 members 
Entering Unmasked Estep 
Score: -54934860.000000 Penalty: 94598.937500
Splitting cluster 5 changes total score from -54934876.000000 to -54934860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -170689.500000 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -170689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168759.187500 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -168759.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -169174.750000 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -169174.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -169390.000000 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -169390 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -169574.187500 Penalty: 2431.505615
	Iteration 3F: 3 clusters Score -169574.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -169712.109375 Penalty: 2431.505615
	Iteration 4F: 3 clusters Score -169712.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -169803.562500 Penalty: 2431.505615
	Iteration 5F: 3 clusters Score -169803.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -169870.593750 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -169870.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169921.187500 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -169921.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -169974.718750 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -169974.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -170021.500000 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -170021.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170064.687500 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -170064.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170108.562500 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -170108.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -170143.328125 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -170143.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -170174.046875 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -170174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -170213.328125 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -170213.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -170257.187500 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -170257.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -170283.125000 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -170283.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -170308.078125 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -170308.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -170338.250000 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -170338.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170368.531250 Penalty: 2431.505615
	Iteration 19Q: 3 clusters Score -170368.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170401.171875 Penalty: 2431.505615
	Iteration 20F: 3 clusters Score -170401.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170432.812500 Penalty: 2431.505615
	Iteration 21Q: 3 clusters Score -170432.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170459.500000 Penalty: 2431.505615
	Iteration 22Q: 3 clusters Score -170459.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -170477.359375 Penalty: 2431.505615
	Iteration 23Q: 3 clusters Score -170477.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -170483.625000 Penalty: 2431.505615
	Iteration 24Q: 3 clusters Score -170483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170486.625000 Penalty: 2431.505615
	Iteration 25Q: 3 clusters Score -170486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170488.625000 Penalty: 2431.505615
	Iteration 26Q: 3 clusters Score -170488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170489.734375 Penalty: 2431.505615
	Iteration 27Q: 3 clusters Score -170489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170490.453125 Penalty: 2431.505615
	Iteration 28Q: 3 clusters Score -170490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -170490.953125 Penalty: 2431.505615
	Iteration 29Q: 3 clusters Score -170491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170491.921875 Penalty: 2431.505615
	Iteration 30Q: 3 clusters Score -170491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170492.328125 Penalty: 2431.505615
	Iteration 31Q: 3 clusters Score -170492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170492.890625 Penalty: 2431.505615
	Iteration 32Q: 3 clusters Score -170492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170493.750000 Penalty: 2431.505615
	Iteration 33Q: 3 clusters Score -170493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -170494.421875 Penalty: 2431.505615
	Iteration 34Q: 3 clusters Score -170494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170498.453125 Penalty: 2431.505615
	Iteration 35Q: 3 clusters Score -170498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170499.203125 Penalty: 2431.505615
	Iteration 36Q: 3 clusters Score -170499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -170499.203125 Penalty: 2431.505615
	Iteration 37F: 3 clusters Score -170499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Entering Unmasked Estep 
Score: -11642462.000000 Penalty: 1892.252075
	Iteration 0F: 2 clusters Score -1.164246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -11567425.000000 Penalty: 3784.504150
	Iteration 0F: 3 clusters Score -1.156742e+07 nChanged 54850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -11599946.000000 Penalty: 3784.504150
	Iteration 1F: 3 clusters Score -1.159995e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -11601380.000000 Penalty: 3784.504150
	Iteration 2Q: 3 clusters Score -1.160138e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -11603123.000000 Penalty: 3784.504150
	Iteration 3Q: 3 clusters Score -1.160312e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -11605528.000000 Penalty: 3784.504150
	Iteration 4Q: 3 clusters Score -1.160553e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -11608210.000000 Penalty: 3784.504150
	Iteration 5F: 3 clusters Score -1.160821e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -11611120.000000 Penalty: 3784.504150
	Iteration 6F: 3 clusters Score -1.161112e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -11613380.000000 Penalty: 3784.504150
	Iteration 7F: 3 clusters Score -1.161338e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -11615103.000000 Penalty: 3784.504150
	Iteration 8Q: 3 clusters Score -1.16151e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -11616238.000000 Penalty: 3784.504150
	Iteration 9Q: 3 clusters Score -1.161624e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -11617092.000000 Penalty: 3784.504150
	Iteration 10Q: 3 clusters Score -1.161709e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -11617787.000000 Penalty: 3784.504150
	Iteration 11Q: 3 clusters Score -1.161779e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -11618612.000000 Penalty: 3784.504150
	Iteration 12Q: 3 clusters Score -1.161861e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -11619406.000000 Penalty: 3784.504150
	Iteration 13Q: 3 clusters Score -1.161941e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -11620738.000000 Penalty: 3784.504150
	Iteration 14Q: 3 clusters Score -1.162074e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -11622604.000000 Penalty: 3784.504150
	Iteration 15Q: 3 clusters Score -1.16226e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -11624807.000000 Penalty: 3784.504150
	Iteration 16Q: 3 clusters Score -1.162481e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -11627602.000000 Penalty: 3784.504150
	Iteration 17Q: 3 clusters Score -1.16276e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -11630567.000000 Penalty: 3784.504150
	Iteration 18Q: 3 clusters Score -1.163057e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -11633039.000000 Penalty: 3784.504150
	Iteration 19Q: 3 clusters Score -1.163304e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -11634832.000000 Penalty: 3784.504150
	Iteration 20F: 3 clusters Score -1.163483e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -11636042.000000 Penalty: 3784.504150
	Iteration 21Q: 3 clusters Score -1.163604e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -11636987.000000 Penalty: 3784.504150
	Iteration 22Q: 3 clusters Score -1.163699e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103918 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -11637670.000000 Penalty: 3784.504150
	Iteration 23Q: 3 clusters Score -1.163767e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -11638114.000000 Penalty: 3784.504150
	Iteration 24Q: 3 clusters Score -1.163811e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -11638460.000000 Penalty: 3784.504150
	Iteration 25Q: 3 clusters Score -1.163846e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -11638752.000000 Penalty: 3784.504150
	Iteration 26Q: 3 clusters Score -1.163875e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107864 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -11638958.000000 Penalty: 3784.504150
	Iteration 27Q: 3 clusters Score -1.163896e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -11639147.000000 Penalty: 3784.504150
	Iteration 28Q: 3 clusters Score -1.163915e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -11639367.000000 Penalty: 3784.504150
	Iteration 29Q: 3 clusters Score -1.163937e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -11639548.000000 Penalty: 3784.504150
	Iteration 30Q: 3 clusters Score -1.163955e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -11639697.000000 Penalty: 3784.504150
	Iteration 31Q: 3 clusters Score -1.16397e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -11639856.000000 Penalty: 3784.504150
	Iteration 32Q: 3 clusters Score -1.163986e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11639972.000000 Penalty: 3784.504150
	Iteration 33Q: 3 clusters Score -1.163997e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -11640081.000000 Penalty: 3784.504150
	Iteration 34Q: 3 clusters Score -1.164008e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -11640200.000000 Penalty: 3784.504150
	Iteration 35Q: 3 clusters Score -1.16402e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11640304.000000 Penalty: 3784.504150
	Iteration 36Q: 3 clusters Score -1.16403e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11640400.000000 Penalty: 3784.504150
	Iteration 37Q: 3 clusters Score -1.16404e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11640486.000000 Penalty: 3784.504150
	Iteration 38Q: 3 clusters Score -1.164049e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -11640516.000000 Penalty: 3784.504150
	Iteration 39Q: 3 clusters Score -1.164052e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11640552.000000 Penalty: 3784.504150
	Iteration 40F: 3 clusters Score -1.164055e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11640585.000000 Penalty: 3784.504150
	Iteration 41Q: 3 clusters Score -1.164058e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11640619.000000 Penalty: 3784.504150
	Iteration 42Q: 3 clusters Score -1.164062e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11640675.000000 Penalty: 3784.504150
	Iteration 43Q: 3 clusters Score -1.164068e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11640715.000000 Penalty: 3784.504150
	Iteration 44Q: 3 clusters Score -1.164072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11640745.000000 Penalty: 3784.504150
	Iteration 45Q: 3 clusters Score -1.164074e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11640763.000000 Penalty: 3784.504150
	Iteration 46Q: 3 clusters Score -1.164076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112986 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11640758.000000 Penalty: 3784.504150
	Iteration 47Q: 3 clusters Score -1.164076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11640762.000000 Penalty: 3784.504150
	Iteration 48Q: 3 clusters Score -1.164076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113032 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11640775.000000 Penalty: 3784.504150
	Iteration 49Q: 3 clusters Score -1.164078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11640794.000000 Penalty: 3784.504150
	Iteration 50Q: 3 clusters Score -1.164079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11640803.000000 Penalty: 3784.504150
	Iteration 51Q: 3 clusters Score -1.16408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11640804.000000 Penalty: 3784.504150
	Iteration 52Q: 3 clusters Score -1.16408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11640825.000000 Penalty: 3784.504150
	Iteration 53Q: 3 clusters Score -1.164082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11640845.000000 Penalty: 3784.504150
	Iteration 54Q: 3 clusters Score -1.164084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11640837.000000 Penalty: 3784.504150
	Iteration 55Q: 3 clusters Score -1.164084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11640843.000000 Penalty: 3784.504150
	Iteration 56Q: 3 clusters Score -1.164084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -11640864.000000 Penalty: 3784.504150
	Iteration 57Q: 3 clusters Score -1.164086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11640861.000000 Penalty: 3784.504150
	Iteration 58Q: 3 clusters Score -1.164086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11640856.000000 Penalty: 3784.504150
	Iteration 59Q: 3 clusters Score -1.164086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11640856.000000 Penalty: 3784.504150
	Iteration 60F: 3 clusters Score -1.164086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11640855.000000 Penalty: 3784.504150
	Iteration 61Q: 3 clusters Score -1.164086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113206 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11640869.000000 Penalty: 3784.504150
	Iteration 62Q: 3 clusters Score -1.164087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11640865.000000 Penalty: 3784.504150
	Iteration 63Q: 3 clusters Score -1.164086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11640863.000000 Penalty: 3784.504150
	Iteration 64Q: 3 clusters Score -1.164086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11640867.000000 Penalty: 3784.504150
	Iteration 65Q: 3 clusters Score -1.164087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113231 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11640862.000000 Penalty: 3784.504150
	Iteration 66Q: 3 clusters Score -1.164086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113237 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11640868.000000 Penalty: 3784.504150
	Iteration 67Q: 3 clusters Score -1.164087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11640874.000000 Penalty: 3784.504150
	Iteration 68Q: 3 clusters Score -1.164087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11640880.000000 Penalty: 3784.504150
	Iteration 69Q: 3 clusters Score -1.164088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11640884.000000 Penalty: 3784.504150
	Iteration 70Q: 3 clusters Score -1.164088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11640885.000000 Penalty: 3784.504150
	Iteration 71Q: 3 clusters Score -1.164088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11640885.000000 Penalty: 3784.504150
	Iteration 72F: 3 clusters Score -1.164088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -197767.656250 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -197767.7 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 983 members 
Entering Unmasked Estep 
Score: -195678.359375 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -195678.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -196132.828125 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -196132.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196252.671875 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -196252.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196333.765625 Penalty: 2471.266846
	Iteration 3F: 3 clusters Score -196333.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -196382.421875 Penalty: 2471.266846
	Iteration 4Q: 3 clusters Score -196382.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -196413.640625 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -196413.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196434.984375 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -196435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -196449.593750 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -196449.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -196454.875000 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -196454.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -196463.375000 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -196463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -196468.343750 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -196468.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -196477.265625 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -196477.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -196485.656250 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -196485.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -196493.953125 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -196494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -196504.609375 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -196504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -196510.500000 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -196510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -196513.531250 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -196513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -196515.015625 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -196515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -196515.187500 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -196515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -196515.343750 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -196515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196515.796875 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -196515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -196516.234375 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -196516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -196516.109375 Penalty: 2471.266846
	Iteration 22Q: 3 clusters Score -196516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -196516.109375 Penalty: 2471.266846
	Iteration 23F: 3 clusters Score -196516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Entering Unmasked Estep 
Score: -1022023.375000 Penalty: 1496.940063
	Iteration 0F: 2 clusters Score -1022023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1014961.687500 Penalty: 2993.880127
	Iteration 0F: 3 clusters Score -1014962 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1017112.250000 Penalty: 2993.880127
	Iteration 1F: 3 clusters Score -1017112 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1017421.812500 Penalty: 2993.880127
	Iteration 2F: 3 clusters Score -1017422 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1017686.812500 Penalty: 2993.880127
	Iteration 3F: 3 clusters Score -1017687 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1017943.875000 Penalty: 2993.880127
	Iteration 4Q: 3 clusters Score -1017944 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1018219.000000 Penalty: 2993.880127
	Iteration 5F: 3 clusters Score -1018219 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1018499.750000 Penalty: 2993.880127
	Iteration 6Q: 3 clusters Score -1018500 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1018796.375000 Penalty: 2993.880127
	Iteration 7Q: 3 clusters Score -1018796 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1019108.062500 Penalty: 2993.880127
	Iteration 8Q: 3 clusters Score -1019108 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1019386.562500 Penalty: 2993.880127
	Iteration 9Q: 3 clusters Score -1019387 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1019618.125000 Penalty: 2993.880127
	Iteration 10Q: 3 clusters Score -1019618 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1019827.437500 Penalty: 2993.880127
	Iteration 11Q: 3 clusters Score -1019827 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1020019.187500 Penalty: 2993.880127
	Iteration 12Q: 3 clusters Score -1020019 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1020194.500000 Penalty: 2993.880127
	Iteration 13Q: 3 clusters Score -1020194 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1020320.687500 Penalty: 2993.880127
	Iteration 14Q: 3 clusters Score -1020321 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1020420.562500 Penalty: 2993.880127
	Iteration 15Q: 3 clusters Score -1020421 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1020519.062500 Penalty: 2993.880127
	Iteration 16Q: 3 clusters Score -1020519 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1020594.375000 Penalty: 2993.880127
	Iteration 17Q: 3 clusters Score -1020594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1020642.812500 Penalty: 2993.880127
	Iteration 18Q: 3 clusters Score -1020643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1020677.562500 Penalty: 2993.880127
	Iteration 19Q: 3 clusters Score -1020678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1020699.000000 Penalty: 2993.880127
	Iteration 20F: 3 clusters Score -1020699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1020710.312500 Penalty: 2993.880127
	Iteration 21Q: 3 clusters Score -1020710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1020720.562500 Penalty: 2993.880127
	Iteration 22Q: 3 clusters Score -1020721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1020731.125000 Penalty: 2993.880127
	Iteration 23Q: 3 clusters Score -1020731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1020734.875000 Penalty: 2993.880127
	Iteration 24Q: 3 clusters Score -1020735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1020740.750000 Penalty: 2993.880127
	Iteration 25Q: 3 clusters Score -1020741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1020741.812500 Penalty: 2993.880127
	Iteration 26Q: 3 clusters Score -1020742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1020744.625000 Penalty: 2993.880127
	Iteration 27Q: 3 clusters Score -1020745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1020748.250000 Penalty: 2993.880127
	Iteration 28Q: 3 clusters Score -1020748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1020749.875000 Penalty: 2993.880127
	Iteration 29Q: 3 clusters Score -1020750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1020751.437500 Penalty: 2993.880127
	Iteration 30Q: 3 clusters Score -1020751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1020758.312500 Penalty: 2993.880127
	Iteration 31Q: 3 clusters Score -1020758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1020761.875000 Penalty: 2993.880127
	Iteration 32Q: 3 clusters Score -1020762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1020767.875000 Penalty: 2993.880127
	Iteration 33Q: 3 clusters Score -1020768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1020769.750000 Penalty: 2993.880127
	Iteration 34Q: 3 clusters Score -1020770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1020772.687500 Penalty: 2993.880127
	Iteration 35Q: 3 clusters Score -1020773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1020776.375000 Penalty: 2993.880127
	Iteration 36Q: 3 clusters Score -1020776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1020780.937500 Penalty: 2993.880127
	Iteration 37Q: 3 clusters Score -1020781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1020781.500000 Penalty: 2993.880127
	Iteration 38Q: 3 clusters Score -1020782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1020784.250000 Penalty: 2993.880127
	Iteration 39Q: 3 clusters Score -1020784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1020786.000000 Penalty: 2993.880127
	Iteration 40F: 3 clusters Score -1020786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Entering Unmasked Estep 
Score: -998605.250000 Penalty: 1495.816772
	Iteration 0F: 2 clusters Score -998605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -991384.312500 Penalty: 2991.633545
	Iteration 0F: 3 clusters Score -991384.3 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -993962.937500 Penalty: 2991.633545
	Iteration 1F: 3 clusters Score -993962.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -994302.500000 Penalty: 2991.633545
	Iteration 2F: 3 clusters Score -994302.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -994628.000000 Penalty: 2991.633545
	Iteration 3F: 3 clusters Score -994628 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -994964.125000 Penalty: 2991.633545
	Iteration 4F: 3 clusters Score -994964.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -995273.750000 Penalty: 2991.633545
	Iteration 5F: 3 clusters Score -995273.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -995576.437500 Penalty: 2991.633545
	Iteration 6Q: 3 clusters Score -995576.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -995818.250000 Penalty: 2991.633545
	Iteration 7Q: 3 clusters Score -995818.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -996080.062500 Penalty: 2991.633545
	Iteration 8Q: 3 clusters Score -996080.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -996330.062500 Penalty: 2991.633545
	Iteration 9Q: 3 clusters Score -996330.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -996545.875000 Penalty: 2991.633545
	Iteration 10Q: 3 clusters Score -996545.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -996742.625000 Penalty: 2991.633545
	Iteration 11Q: 3 clusters Score -996742.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -996912.562500 Penalty: 2991.633545
	Iteration 12Q: 3 clusters Score -996912.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -997062.687500 Penalty: 2991.633545
	Iteration 13Q: 3 clusters Score -997062.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -997191.750000 Penalty: 2991.633545
	Iteration 14Q: 3 clusters Score -997191.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -997268.250000 Penalty: 2991.633545
	Iteration 15Q: 3 clusters Score -997268.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -997312.062500 Penalty: 2991.633545
	Iteration 16Q: 3 clusters Score -997312.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -997347.812500 Penalty: 2991.633545
	Iteration 17Q: 3 clusters Score -997347.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -997382.125000 Penalty: 2991.633545
	Iteration 18Q: 3 clusters Score -997382.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -997412.062500 Penalty: 2991.633545
	Iteration 19Q: 3 clusters Score -997412.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -997434.500000 Penalty: 2991.633545
	Iteration 20F: 3 clusters Score -997434.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -997453.437500 Penalty: 2991.633545
	Iteration 21Q: 3 clusters Score -997453.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -997473.375000 Penalty: 2991.633545
	Iteration 22Q: 3 clusters Score -997473.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -997482.625000 Penalty: 2991.633545
	Iteration 23Q: 3 clusters Score -997482.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -997495.812500 Penalty: 2991.633545
	Iteration 24Q: 3 clusters Score -997495.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -997516.437500 Penalty: 2991.633545
	Iteration 25Q: 3 clusters Score -997516.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -997525.812500 Penalty: 2991.633545
	Iteration 26Q: 3 clusters Score -997525.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -997540.375000 Penalty: 2991.633545
	Iteration 27Q: 3 clusters Score -997540.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -997553.687500 Penalty: 2991.633545
	Iteration 28Q: 3 clusters Score -997553.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -997566.312500 Penalty: 2991.633545
	Iteration 29Q: 3 clusters Score -997566.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -997577.937500 Penalty: 2991.633545
	Iteration 30Q: 3 clusters Score -997577.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -997592.437500 Penalty: 2991.633545
	Iteration 31Q: 3 clusters Score -997592.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -997607.937500 Penalty: 2991.633545
	Iteration 32Q: 3 clusters Score -997607.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -997626.687500 Penalty: 2991.633545
	Iteration 33Q: 3 clusters Score -997626.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -997640.625000 Penalty: 2991.633545
	Iteration 34Q: 3 clusters Score -997640.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -997659.437500 Penalty: 2991.633545
	Iteration 35Q: 3 clusters Score -997659.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -997678.875000 Penalty: 2991.633545
	Iteration 36Q: 3 clusters Score -997678.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -997694.937500 Penalty: 2991.633545
	Iteration 37Q: 3 clusters Score -997694.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -997711.437500 Penalty: 2991.633545
	Iteration 38Q: 3 clusters Score -997711.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -997730.125000 Penalty: 2991.633545
	Iteration 39Q: 3 clusters Score -997730.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -997751.687500 Penalty: 2991.633545
	Iteration 40F: 3 clusters Score -997751.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -997770.000000 Penalty: 2991.633545
	Iteration 41Q: 3 clusters Score -997770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -997790.625000 Penalty: 2991.633545
	Iteration 42Q: 3 clusters Score -997790.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -997809.125000 Penalty: 2991.633545
	Iteration 43Q: 3 clusters Score -997809.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -997839.562500 Penalty: 2991.633545
	Iteration 44Q: 3 clusters Score -997839.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -997870.375000 Penalty: 2991.633545
	Iteration 45Q: 3 clusters Score -997870.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -997919.250000 Penalty: 2991.633545
	Iteration 46Q: 3 clusters Score -997919.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -997962.062500 Penalty: 2991.633545
	Iteration 47Q: 3 clusters Score -997962.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -997993.875000 Penalty: 2991.633545
	Iteration 48Q: 3 clusters Score -997993.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -998024.812500 Penalty: 2991.633545
	Iteration 49Q: 3 clusters Score -998024.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -998059.500000 Penalty: 2991.633545
	Iteration 50Q: 3 clusters Score -998059.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -998090.750000 Penalty: 2991.633545
	Iteration 51Q: 3 clusters Score -998090.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -998113.937500 Penalty: 2991.633545
	Iteration 52Q: 3 clusters Score -998113.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -998130.187500 Penalty: 2991.633545
	Iteration 53Q: 3 clusters Score -998130.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -998141.687500 Penalty: 2991.633545
	Iteration 54Q: 3 clusters Score -998141.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -998158.187500 Penalty: 2991.633545
	Iteration 55Q: 3 clusters Score -998158.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -998170.187500 Penalty: 2991.633545
	Iteration 56Q: 3 clusters Score -998170.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -998177.000000 Penalty: 2991.633545
	Iteration 57Q: 3 clusters Score -998177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -998181.062500 Penalty: 2991.633545
	Iteration 58Q: 3 clusters Score -998181.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -998191.375000 Penalty: 2991.633545
	Iteration 59Q: 3 clusters Score -998191.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -998205.562500 Penalty: 2991.633545
	Iteration 60F: 3 clusters Score -998205.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -998215.812500 Penalty: 2991.633545
	Iteration 61Q: 3 clusters Score -998215.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -998226.625000 Penalty: 2991.633545
	Iteration 62Q: 3 clusters Score -998226.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -998233.937500 Penalty: 2991.633545
	Iteration 63Q: 3 clusters Score -998233.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -998246.812500 Penalty: 2991.633545
	Iteration 64Q: 3 clusters Score -998246.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -998256.312500 Penalty: 2991.633545
	Iteration 65Q: 3 clusters Score -998256.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -998265.125000 Penalty: 2991.633545
	Iteration 66Q: 3 clusters Score -998265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -998272.375000 Penalty: 2991.633545
	Iteration 67Q: 3 clusters Score -998272.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -998276.750000 Penalty: 2991.633545
	Iteration 68Q: 3 clusters Score -998276.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -998279.000000 Penalty: 2991.633545
	Iteration 69Q: 3 clusters Score -998279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -998281.000000 Penalty: 2991.633545
	Iteration 70Q: 3 clusters Score -998281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -998279.687500 Penalty: 2991.633545
	Iteration 71Q: 3 clusters Score -998279.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -998288.062500 Penalty: 2991.633545
	Iteration 72Q: 3 clusters Score -998288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -998289.375000 Penalty: 2991.633545
	Iteration 73Q: 3 clusters Score -998289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -998288.937500 Penalty: 2991.633545
	Iteration 74Q: 3 clusters Score -998288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -998290.312500 Penalty: 2991.633545
	Iteration 75Q: 3 clusters Score -998290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -998291.937500 Penalty: 2991.633545
	Iteration 76Q: 3 clusters Score -998291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -998294.062500 Penalty: 2991.633545
	Iteration 77Q: 3 clusters Score -998294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -998293.375000 Penalty: 2991.633545
	Iteration 78Q: 3 clusters Score -998293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -998294.000000 Penalty: 2991.633545
	Iteration 79Q: 3 clusters Score -998294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -998295.625000 Penalty: 2991.633545
	Iteration 80F: 3 clusters Score -998295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -998298.187500 Penalty: 2991.633545
	Iteration 81Q: 3 clusters Score -998298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -998298.687500 Penalty: 2991.633545
	Iteration 82Q: 3 clusters Score -998298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -998297.250000 Penalty: 2991.633545
	Iteration 83Q: 3 clusters Score -998297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -998298.312500 Penalty: 2991.633545
	Iteration 84Q: 3 clusters Score -998298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -998298.437500 Penalty: 2991.633545
	Iteration 85Q: 3 clusters Score -998298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -998298.687500 Penalty: 2991.633545
	Iteration 86Q: 3 clusters Score -998298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -998299.375000 Penalty: 2991.633545
	Iteration 87Q: 3 clusters Score -998299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -998300.062500 Penalty: 2991.633545
	Iteration 88Q: 3 clusters Score -998300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -998300.062500 Penalty: 2991.633545
	Iteration 89F: 3 clusters Score -998300.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -97295.304688 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -97295.3 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 528 members 
Entering Unmasked Estep 
Score: -95835.578125 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -95835.58 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96073.375000 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -96073.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -96157.375000 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -96157.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -96190.234375 Penalty: 2248.575928
	Iteration 3Q: 3 clusters Score -96190.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96211.468750 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -96211.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -96222.578125 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -96222.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -96231.812500 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -96231.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96246.773438 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -96246.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96256.023438 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -96256.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96259.664062 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -96259.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96261.515625 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -96261.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96265.125000 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -96265.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96267.585938 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -96267.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96270.156250 Penalty: 2248.575928
	Iteration 13Q: 3 clusters Score -96270.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -96271.398438 Penalty: 2248.575928
	Iteration 14Q: 3 clusters Score -96271.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96272.203125 Penalty: 2248.575928
	Iteration 15Q: 3 clusters Score -96272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96272.203125 Penalty: 2248.575928
	Iteration 16F: 3 clusters Score -96272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -530350.375000 Penalty: 1389.508423
	Iteration 0F: 2 clusters Score -530350.4 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 2620 members 
Entering Unmasked Estep 
Score: -526247.062500 Penalty: 2779.016846
	Iteration 0F: 3 clusters Score -526247.1 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -527357.812500 Penalty: 2779.016846
	Iteration 1F: 3 clusters Score -527357.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -527527.562500 Penalty: 2779.016846
	Iteration 2F: 3 clusters Score -527527.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -527639.687500 Penalty: 2779.016846
	Iteration 3Q: 3 clusters Score -527639.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -527739.187500 Penalty: 2779.016846
	Iteration 4Q: 3 clusters Score -527739.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -527835.250000 Penalty: 2779.016846
	Iteration 5Q: 3 clusters Score -527835.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -527920.750000 Penalty: 2779.016846
	Iteration 6Q: 3 clusters Score -527920.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -528017.312500 Penalty: 2779.016846
	Iteration 7Q: 3 clusters Score -528017.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -528132.875000 Penalty: 2779.016846
	Iteration 8Q: 3 clusters Score -528132.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -528258.312500 Penalty: 2779.016846
	Iteration 9Q: 3 clusters Score -528258.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -528404.187500 Penalty: 2779.016846
	Iteration 10Q: 3 clusters Score -528404.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -528560.750000 Penalty: 2779.016846
	Iteration 11Q: 3 clusters Score -528560.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -528710.562500 Penalty: 2779.016846
	Iteration 12Q: 3 clusters Score -528710.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -528846.000000 Penalty: 2779.016846
	Iteration 13Q: 3 clusters Score -528846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -528945.625000 Penalty: 2779.016846
	Iteration 14Q: 3 clusters Score -528945.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -529018.125000 Penalty: 2779.016846
	Iteration 15Q: 3 clusters Score -529018.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -529060.312500 Penalty: 2779.016846
	Iteration 16Q: 3 clusters Score -529060.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -529096.875000 Penalty: 2779.016846
	Iteration 17Q: 3 clusters Score -529096.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -529118.687500 Penalty: 2779.016846
	Iteration 18Q: 3 clusters Score -529118.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -529133.875000 Penalty: 2779.016846
	Iteration 19Q: 3 clusters Score -529133.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -529149.125000 Penalty: 2779.016846
	Iteration 20F: 3 clusters Score -529149.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -529157.750000 Penalty: 2779.016846
	Iteration 21Q: 3 clusters Score -529157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -529164.312500 Penalty: 2779.016846
	Iteration 22Q: 3 clusters Score -529164.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -529167.937500 Penalty: 2779.016846
	Iteration 23Q: 3 clusters Score -529167.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -529171.875000 Penalty: 2779.016846
	Iteration 24Q: 3 clusters Score -529171.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -529173.125000 Penalty: 2779.016846
	Iteration 25Q: 3 clusters Score -529173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -529174.250000 Penalty: 2779.016846
	Iteration 26Q: 3 clusters Score -529174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -529175.562500 Penalty: 2779.016846
	Iteration 27Q: 3 clusters Score -529175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -529176.937500 Penalty: 2779.016846
	Iteration 28Q: 3 clusters Score -529176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -529177.937500 Penalty: 2779.016846
	Iteration 29Q: 3 clusters Score -529177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -529177.312500 Penalty: 2779.016846
	Iteration 30Q: 3 clusters Score -529177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -529178.500000 Penalty: 2779.016846
	Iteration 31Q: 3 clusters Score -529178.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -529178.312500 Penalty: 2779.016846
	Iteration 32Q: 3 clusters Score -529178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -529179.437500 Penalty: 2779.016846
	Iteration 33Q: 3 clusters Score -529179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -529181.125000 Penalty: 2779.016846
	Iteration 34Q: 3 clusters Score -529181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -529181.625000 Penalty: 2779.016846
	Iteration 35Q: 3 clusters Score -529181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -529182.312500 Penalty: 2779.016846
	Iteration 36Q: 3 clusters Score -529182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -529182.812500 Penalty: 2779.016846
	Iteration 37Q: 3 clusters Score -529182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -529182.562500 Penalty: 2779.016846
	Iteration 38Q: 3 clusters Score -529182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -529182.562500 Penalty: 2779.016846
	Iteration 39F: 3 clusters Score -529182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -824171.750000 Penalty: 1458.909302
	Iteration 0F: 2 clusters Score -824171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -818383.750000 Penalty: 2917.818604
	Iteration 0F: 3 clusters Score -818383.8 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -820131.312500 Penalty: 2917.818604
	Iteration 1F: 3 clusters Score -820131.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -820364.625000 Penalty: 2917.818604
	Iteration 2F: 3 clusters Score -820364.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -820543.187500 Penalty: 2917.818604
	Iteration 3F: 3 clusters Score -820543.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -820710.812500 Penalty: 2917.818604
	Iteration 4Q: 3 clusters Score -820710.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -820879.937500 Penalty: 2917.818604
	Iteration 5Q: 3 clusters Score -820879.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -821077.062500 Penalty: 2917.818604
	Iteration 6Q: 3 clusters Score -821077.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -821302.625000 Penalty: 2917.818604
	Iteration 7Q: 3 clusters Score -821302.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -821557.187500 Penalty: 2917.818604
	Iteration 8Q: 3 clusters Score -821557.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -821814.750000 Penalty: 2917.818604
	Iteration 9Q: 3 clusters Score -821814.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -822052.687500 Penalty: 2917.818604
	Iteration 10Q: 3 clusters Score -822052.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -822257.250000 Penalty: 2917.818604
	Iteration 11Q: 3 clusters Score -822257.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -822435.750000 Penalty: 2917.818604
	Iteration 12Q: 3 clusters Score -822435.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -822572.312500 Penalty: 2917.818604
	Iteration 13Q: 3 clusters Score -822572.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -822661.875000 Penalty: 2917.818604
	Iteration 14Q: 3 clusters Score -822661.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -822735.187500 Penalty: 2917.818604
	Iteration 15Q: 3 clusters Score -822735.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -822790.750000 Penalty: 2917.818604
	Iteration 16Q: 3 clusters Score -822790.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -822823.875000 Penalty: 2917.818604
	Iteration 17Q: 3 clusters Score -822823.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -822846.687500 Penalty: 2917.818604
	Iteration 18Q: 3 clusters Score -822846.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -822864.875000 Penalty: 2917.818604
	Iteration 19Q: 3 clusters Score -822864.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -822873.375000 Penalty: 2917.818604
	Iteration 20F: 3 clusters Score -822873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -822887.062500 Penalty: 2917.818604
	Iteration 21Q: 3 clusters Score -822887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -822895.437500 Penalty: 2917.818604
	Iteration 22Q: 3 clusters Score -822895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -822901.562500 Penalty: 2917.818604
	Iteration 23Q: 3 clusters Score -822901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -822906.750000 Penalty: 2917.818604
	Iteration 24Q: 3 clusters Score -822906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -822916.562500 Penalty: 2917.818604
	Iteration 25Q: 3 clusters Score -822916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -822922.750000 Penalty: 2917.818604
	Iteration 26Q: 3 clusters Score -822922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -822924.250000 Penalty: 2917.818604
	Iteration 27Q: 3 clusters Score -822924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -822925.000000 Penalty: 2917.818604
	Iteration 28Q: 3 clusters Score -822925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -822928.250000 Penalty: 2917.818604
	Iteration 29Q: 3 clusters Score -822928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -822935.812500 Penalty: 2917.818604
	Iteration 30Q: 3 clusters Score -822935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -822937.562500 Penalty: 2917.818604
	Iteration 31Q: 3 clusters Score -822937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -822939.937500 Penalty: 2917.818604
	Iteration 32Q: 3 clusters Score -822939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -822942.750000 Penalty: 2917.818604
	Iteration 33Q: 3 clusters Score -822942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -822945.437500 Penalty: 2917.818604
	Iteration 34Q: 3 clusters Score -822945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -822945.312500 Penalty: 2917.818604
	Iteration 35Q: 3 clusters Score -822945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -822945.312500 Penalty: 2917.818604
	Iteration 36F: 3 clusters Score -822945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -753418.187500 Penalty: 1446.184082
	Iteration 0F: 2 clusters Score -753418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -747958.687500 Penalty: 2892.368164
	Iteration 0F: 3 clusters Score -747958.7 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -749556.000000 Penalty: 2892.368164
	Iteration 1F: 3 clusters Score -749556 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -749741.875000 Penalty: 2892.368164
	Iteration 2F: 3 clusters Score -749741.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -749882.625000 Penalty: 2892.368164
	Iteration 3Q: 3 clusters Score -749882.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -750005.750000 Penalty: 2892.368164
	Iteration 4Q: 3 clusters Score -750005.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -750113.250000 Penalty: 2892.368164
	Iteration 5Q: 3 clusters Score -750113.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -750199.687500 Penalty: 2892.368164
	Iteration 6Q: 3 clusters Score -750199.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -750289.625000 Penalty: 2892.368164
	Iteration 7Q: 3 clusters Score -750289.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -750387.625000 Penalty: 2892.368164
	Iteration 8Q: 3 clusters Score -750387.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -750495.750000 Penalty: 2892.368164
	Iteration 9Q: 3 clusters Score -750495.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -750630.375000 Penalty: 2892.368164
	Iteration 10Q: 3 clusters Score -750630.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -750786.250000 Penalty: 2892.368164
	Iteration 11Q: 3 clusters Score -750786.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -750931.062500 Penalty: 2892.368164
	Iteration 12Q: 3 clusters Score -750931.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -751083.812500 Penalty: 2892.368164
	Iteration 13Q: 3 clusters Score -751083.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -751275.812500 Penalty: 2892.368164
	Iteration 14Q: 3 clusters Score -751275.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -751446.125000 Penalty: 2892.368164
	Iteration 15Q: 3 clusters Score -751446.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -751610.187500 Penalty: 2892.368164
	Iteration 16Q: 3 clusters Score -751610.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -751745.250000 Penalty: 2892.368164
	Iteration 17Q: 3 clusters Score -751745.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -751838.500000 Penalty: 2892.368164
	Iteration 18Q: 3 clusters Score -751838.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -751910.812500 Penalty: 2892.368164
	Iteration 19Q: 3 clusters Score -751910.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -751975.500000 Penalty: 2892.368164
	Iteration 20F: 3 clusters Score -751975.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -752019.812500 Penalty: 2892.368164
	Iteration 21Q: 3 clusters Score -752019.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -752048.500000 Penalty: 2892.368164
	Iteration 22Q: 3 clusters Score -752048.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -752083.812500 Penalty: 2892.368164
	Iteration 23Q: 3 clusters Score -752083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -752108.250000 Penalty: 2892.368164
	Iteration 24Q: 3 clusters Score -752108.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -752121.125000 Penalty: 2892.368164
	Iteration 25Q: 3 clusters Score -752121.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -752131.812500 Penalty: 2892.368164
	Iteration 26Q: 3 clusters Score -752131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -752140.375000 Penalty: 2892.368164
	Iteration 27Q: 3 clusters Score -752140.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -752146.500000 Penalty: 2892.368164
	Iteration 28Q: 3 clusters Score -752146.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -752155.500000 Penalty: 2892.368164
	Iteration 29Q: 3 clusters Score -752155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -752162.812500 Penalty: 2892.368164
	Iteration 30Q: 3 clusters Score -752162.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -752164.687500 Penalty: 2892.368164
	Iteration 31Q: 3 clusters Score -752164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -752164.687500 Penalty: 2892.368164
	Iteration 32F: 3 clusters Score -752164.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -455158.187500 Penalty: 1377.003662
	Iteration 0F: 2 clusters Score -455158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -451353.312500 Penalty: 2754.007324
	Iteration 0F: 3 clusters Score -451353.3 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -452485.125000 Penalty: 2754.007324
	Iteration 1F: 3 clusters Score -452485.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -452770.500000 Penalty: 2754.007324
	Iteration 2F: 3 clusters Score -452770.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -452999.312500 Penalty: 2754.007324
	Iteration 3F: 3 clusters Score -452999.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -453214.093750 Penalty: 2754.007324
	Iteration 4F: 3 clusters Score -453214.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -453421.781250 Penalty: 2754.007324
	Iteration 5F: 3 clusters Score -453421.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -453619.937500 Penalty: 2754.007324
	Iteration 6F: 3 clusters Score -453619.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -453792.343750 Penalty: 2754.007324
	Iteration 7Q: 3 clusters Score -453792.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -453920.625000 Penalty: 2754.007324
	Iteration 8Q: 3 clusters Score -453920.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -454019.875000 Penalty: 2754.007324
	Iteration 9Q: 3 clusters Score -454019.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -454089.843750 Penalty: 2754.007324
	Iteration 10Q: 3 clusters Score -454089.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -454146.937500 Penalty: 2754.007324
	Iteration 11Q: 3 clusters Score -454146.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -454187.218750 Penalty: 2754.007324
	Iteration 12Q: 3 clusters Score -454187.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -454216.468750 Penalty: 2754.007324
	Iteration 13Q: 3 clusters Score -454216.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -454243.875000 Penalty: 2754.007324
	Iteration 14Q: 3 clusters Score -454243.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -454264.812500 Penalty: 2754.007324
	Iteration 15Q: 3 clusters Score -454264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -454284.281250 Penalty: 2754.007324
	Iteration 16Q: 3 clusters Score -454284.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -454302.093750 Penalty: 2754.007324
	Iteration 17Q: 3 clusters Score -454302.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -454309.687500 Penalty: 2754.007324
	Iteration 18Q: 3 clusters Score -454309.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -454319.656250 Penalty: 2754.007324
	Iteration 19Q: 3 clusters Score -454319.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -454329.750000 Penalty: 2754.007324
	Iteration 20F: 3 clusters Score -454329.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -454341.718750 Penalty: 2754.007324
	Iteration 21Q: 3 clusters Score -454341.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -454348.406250 Penalty: 2754.007324
	Iteration 22Q: 3 clusters Score -454348.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -454353.000000 Penalty: 2754.007324
	Iteration 23Q: 3 clusters Score -454353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -454362.656250 Penalty: 2754.007324
	Iteration 24Q: 3 clusters Score -454362.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -454368.843750 Penalty: 2754.007324
	Iteration 25Q: 3 clusters Score -454368.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -454373.593750 Penalty: 2754.007324
	Iteration 26Q: 3 clusters Score -454373.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -454377.312500 Penalty: 2754.007324
	Iteration 27Q: 3 clusters Score -454377.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -454379.343750 Penalty: 2754.007324
	Iteration 28Q: 3 clusters Score -454379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -454381.312500 Penalty: 2754.007324
	Iteration 29Q: 3 clusters Score -454381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -454382.031250 Penalty: 2754.007324
	Iteration 30Q: 3 clusters Score -454382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -454384.125000 Penalty: 2754.007324
	Iteration 31Q: 3 clusters Score -454384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -454385.593750 Penalty: 2754.007324
	Iteration 32Q: 3 clusters Score -454385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -454388.218750 Penalty: 2754.007324
	Iteration 33Q: 3 clusters Score -454388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -454392.375000 Penalty: 2754.007324
	Iteration 34Q: 3 clusters Score -454392.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -454395.500000 Penalty: 2754.007324
	Iteration 35Q: 3 clusters Score -454395.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -454396.843750 Penalty: 2754.007324
	Iteration 36Q: 3 clusters Score -454396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -454398.125000 Penalty: 2754.007324
	Iteration 37Q: 3 clusters Score -454398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -454397.781250 Penalty: 2754.007324
	Iteration 38Q: 3 clusters Score -454397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -454398.500000 Penalty: 2754.007324
	Iteration 39Q: 3 clusters Score -454398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -454398.500000 Penalty: 2754.007324
	Iteration 40F: 3 clusters Score -454398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -874326.250000 Penalty: 1473.151245
	Iteration 0F: 2 clusters Score -874326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -867955.312500 Penalty: 2946.302490
	Iteration 0F: 3 clusters Score -867955.3 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -869959.687500 Penalty: 2946.302490
	Iteration 1F: 3 clusters Score -869959.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -870201.625000 Penalty: 2946.302490
	Iteration 2F: 3 clusters Score -870201.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -870381.187500 Penalty: 2946.302490
	Iteration 3F: 3 clusters Score -870381.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -870539.687500 Penalty: 2946.302490
	Iteration 4Q: 3 clusters Score -870539.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -870679.875000 Penalty: 2946.302490
	Iteration 5Q: 3 clusters Score -870679.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -870810.187500 Penalty: 2946.302490
	Iteration 6Q: 3 clusters Score -870810.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -870972.125000 Penalty: 2946.302490
	Iteration 7Q: 3 clusters Score -870972.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -871129.812500 Penalty: 2946.302490
	Iteration 8Q: 3 clusters Score -871129.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -871280.812500 Penalty: 2946.302490
	Iteration 9Q: 3 clusters Score -871280.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -871437.312500 Penalty: 2946.302490
	Iteration 10Q: 3 clusters Score -871437.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -871610.875000 Penalty: 2946.302490
	Iteration 11Q: 3 clusters Score -871610.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -871805.937500 Penalty: 2946.302490
	Iteration 12Q: 3 clusters Score -871805.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -872016.562500 Penalty: 2946.302490
	Iteration 13Q: 3 clusters Score -872016.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -872208.250000 Penalty: 2946.302490
	Iteration 14Q: 3 clusters Score -872208.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -872391.375000 Penalty: 2946.302490
	Iteration 15Q: 3 clusters Score -872391.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -872551.187500 Penalty: 2946.302490
	Iteration 16Q: 3 clusters Score -872551.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -872686.187500 Penalty: 2946.302490
	Iteration 17Q: 3 clusters Score -872686.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -872800.375000 Penalty: 2946.302490
	Iteration 18Q: 3 clusters Score -872800.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -872864.562500 Penalty: 2946.302490
	Iteration 19Q: 3 clusters Score -872864.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -872921.937500 Penalty: 2946.302490
	Iteration 20F: 3 clusters Score -872921.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -872968.625000 Penalty: 2946.302490
	Iteration 21Q: 3 clusters Score -872968.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -872987.000000 Penalty: 2946.302490
	Iteration 22Q: 3 clusters Score -872987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -873004.812500 Penalty: 2946.302490
	Iteration 23Q: 3 clusters Score -873004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -873013.625000 Penalty: 2946.302490
	Iteration 24Q: 3 clusters Score -873013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -873019.625000 Penalty: 2946.302490
	Iteration 25Q: 3 clusters Score -873019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -873025.312500 Penalty: 2946.302490
	Iteration 26Q: 3 clusters Score -873025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -873030.312500 Penalty: 2946.302490
	Iteration 27Q: 3 clusters Score -873030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -873032.125000 Penalty: 2946.302490
	Iteration 28Q: 3 clusters Score -873032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -873033.812500 Penalty: 2946.302490
	Iteration 29Q: 3 clusters Score -873033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -873034.562500 Penalty: 2946.302490
	Iteration 30Q: 3 clusters Score -873034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -873034.312500 Penalty: 2946.302490
	Iteration 31Q: 3 clusters Score -873034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -873036.625000 Penalty: 2946.302490
	Iteration 32Q: 3 clusters Score -873036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -873037.375000 Penalty: 2946.302490
	Iteration 33Q: 3 clusters Score -873037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -873037.562500 Penalty: 2946.302490
	Iteration 34Q: 3 clusters Score -873037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -873037.750000 Penalty: 2946.302490
	Iteration 35Q: 3 clusters Score -873037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -873037.750000 Penalty: 2946.302490
	Iteration 36F: 3 clusters Score -873037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Entering Unmasked Estep 
Score: -4516904.500000 Penalty: 1735.048828
	Iteration 0F: 2 clusters Score -4516904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4488008.000000 Penalty: 3470.097656
	Iteration 0F: 3 clusters Score -4488008 nChanged 20150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4499073.000000 Penalty: 3470.097656
	Iteration 1F: 3 clusters Score -4499073 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4499463.000000 Penalty: 3470.097656
	Iteration 2Q: 3 clusters Score -4499463 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4499872.000000 Penalty: 3470.097656
	Iteration 3Q: 3 clusters Score -4499872 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4500280.000000 Penalty: 3470.097656
	Iteration 4Q: 3 clusters Score -4500280 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4500657.000000 Penalty: 3470.097656
	Iteration 5Q: 3 clusters Score -4500657 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4501150.500000 Penalty: 3470.097656
	Iteration 6Q: 3 clusters Score -4501150 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4501835.500000 Penalty: 3470.097656
	Iteration 7Q: 3 clusters Score -4501836 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4502826.000000 Penalty: 3470.097656
	Iteration 8Q: 3 clusters Score -4502826 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4504213.000000 Penalty: 3470.097656
	Iteration 9F: 3 clusters Score -4504213 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4506049.000000 Penalty: 3470.097656
	Iteration 10F: 3 clusters Score -4506049 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4508079.500000 Penalty: 3470.097656
	Iteration 11F: 3 clusters Score -4508080 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -4509840.500000 Penalty: 3470.097656
	Iteration 12F: 3 clusters Score -4509840 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4511077.500000 Penalty: 3470.097656
	Iteration 13Q: 3 clusters Score -4511078 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4511796.500000 Penalty: 3470.097656
	Iteration 14Q: 3 clusters Score -4511796 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -4512302.000000 Penalty: 3470.097656
	Iteration 15Q: 3 clusters Score -4512302 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -4512682.500000 Penalty: 3470.097656
	Iteration 16Q: 3 clusters Score -4512682 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4512973.500000 Penalty: 3470.097656
	Iteration 17Q: 3 clusters Score -4512974 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4513232.000000 Penalty: 3470.097656
	Iteration 18Q: 3 clusters Score -4513232 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4513448.500000 Penalty: 3470.097656
	Iteration 19Q: 3 clusters Score -4513448 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -4513645.000000 Penalty: 3470.097656
	Iteration 20F: 3 clusters Score -4513645 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4513823.500000 Penalty: 3470.097656
	Iteration 21Q: 3 clusters Score -4513824 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4513977.000000 Penalty: 3470.097656
	Iteration 22Q: 3 clusters Score -4513977 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4514104.500000 Penalty: 3470.097656
	Iteration 23Q: 3 clusters Score -4514104 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4514197.000000 Penalty: 3470.097656
	Iteration 24Q: 3 clusters Score -4514197 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4514311.000000 Penalty: 3470.097656
	Iteration 25Q: 3 clusters Score -4514311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4514415.000000 Penalty: 3470.097656
	Iteration 26Q: 3 clusters Score -4514415 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4514499.500000 Penalty: 3470.097656
	Iteration 27Q: 3 clusters Score -4514500 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4514555.500000 Penalty: 3470.097656
	Iteration 28Q: 3 clusters Score -4514556 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4514625.500000 Penalty: 3470.097656
	Iteration 29Q: 3 clusters Score -4514626 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4514709.000000 Penalty: 3470.097656
	Iteration 30Q: 3 clusters Score -4514709 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4514765.500000 Penalty: 3470.097656
	Iteration 31Q: 3 clusters Score -4514766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4514815.000000 Penalty: 3470.097656
	Iteration 32Q: 3 clusters Score -4514815 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4514882.000000 Penalty: 3470.097656
	Iteration 33Q: 3 clusters Score -4514882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4514915.500000 Penalty: 3470.097656
	Iteration 34Q: 3 clusters Score -4514916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4514963.000000 Penalty: 3470.097656
	Iteration 35Q: 3 clusters Score -4514963 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4515025.000000 Penalty: 3470.097656
	Iteration 36Q: 3 clusters Score -4515025 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4515064.500000 Penalty: 3470.097656
	Iteration 37Q: 3 clusters Score -4515064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4515094.500000 Penalty: 3470.097656
	Iteration 38Q: 3 clusters Score -4515094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4515137.000000 Penalty: 3470.097656
	Iteration 39Q: 3 clusters Score -4515137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4515172.000000 Penalty: 3470.097656
	Iteration 40F: 3 clusters Score -4515172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4515200.500000 Penalty: 3470.097656
	Iteration 41Q: 3 clusters Score -4515200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4515223.000000 Penalty: 3470.097656
	Iteration 42Q: 3 clusters Score -4515223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4515231.500000 Penalty: 3470.097656
	Iteration 43Q: 3 clusters Score -4515232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4515240.000000 Penalty: 3470.097656
	Iteration 44Q: 3 clusters Score -4515240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4515250.000000 Penalty: 3470.097656
	Iteration 45Q: 3 clusters Score -4515250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4515254.500000 Penalty: 3470.097656
	Iteration 46Q: 3 clusters Score -4515254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4515265.000000 Penalty: 3470.097656
	Iteration 47Q: 3 clusters Score -4515265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4515277.000000 Penalty: 3470.097656
	Iteration 48Q: 3 clusters Score -4515277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4515279.500000 Penalty: 3470.097656
	Iteration 49Q: 3 clusters Score -4515280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4515297.500000 Penalty: 3470.097656
	Iteration 50Q: 3 clusters Score -4515298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4515313.500000 Penalty: 3470.097656
	Iteration 51Q: 3 clusters Score -4515314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4515318.500000 Penalty: 3470.097656
	Iteration 52Q: 3 clusters Score -4515318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4515334.000000 Penalty: 3470.097656
	Iteration 53Q: 3 clusters Score -4515334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4515332.500000 Penalty: 3470.097656
	Iteration 54Q: 3 clusters Score -4515332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4515340.500000 Penalty: 3470.097656
	Iteration 55Q: 3 clusters Score -4515340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4515348.500000 Penalty: 3470.097656
	Iteration 56Q: 3 clusters Score -4515348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4515352.000000 Penalty: 3470.097656
	Iteration 57Q: 3 clusters Score -4515352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4515348.500000 Penalty: 3470.097656
	Iteration 58Q: 3 clusters Score -4515348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4515354.000000 Penalty: 3470.097656
	Iteration 59Q: 3 clusters Score -4515354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4515354.000000 Penalty: 3470.097656
	Iteration 60F: 3 clusters Score -4515354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4515361.500000 Penalty: 3470.097656
	Iteration 61Q: 3 clusters Score -4515362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4515367.500000 Penalty: 3470.097656
	Iteration 62Q: 3 clusters Score -4515368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4515377.000000 Penalty: 3470.097656
	Iteration 63Q: 3 clusters Score -4515377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4515380.000000 Penalty: 3470.097656
	Iteration 64Q: 3 clusters Score -4515380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4515385.000000 Penalty: 3470.097656
	Iteration 65Q: 3 clusters Score -4515385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4515385.000000 Penalty: 3470.097656
	Iteration 66Q: 3 clusters Score -4515385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4515393.000000 Penalty: 3470.097656
	Iteration 67Q: 3 clusters Score -4515393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4515398.500000 Penalty: 3470.097656
	Iteration 68Q: 3 clusters Score -4515398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4515404.000000 Penalty: 3470.097656
	Iteration 69Q: 3 clusters Score -4515404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4515402.000000 Penalty: 3470.097656
	Iteration 70Q: 3 clusters Score -4515402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4515407.500000 Penalty: 3470.097656
	Iteration 71Q: 3 clusters Score -4515408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4515405.500000 Penalty: 3470.097656
	Iteration 72Q: 3 clusters Score -4515406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4515411.000000 Penalty: 3470.097656
	Iteration 73Q: 3 clusters Score -4515411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4515413.000000 Penalty: 3470.097656
	Iteration 74Q: 3 clusters Score -4515413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4515409.000000 Penalty: 3470.097656
	Iteration 75Q: 3 clusters Score -4515409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4515411.500000 Penalty: 3470.097656
	Iteration 76Q: 3 clusters Score -4515412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4515411.500000 Penalty: 3470.097656
	Iteration 77F: 3 clusters Score -4515412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Entering Unmasked Estep 
Score: -7944689.500000 Penalty: 1824.244995
	Iteration 0F: 2 clusters Score -7944690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -7894709.000000 Penalty: 3648.489990
	Iteration 0F: 3 clusters Score -7894709 nChanged 35680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7915274.500000 Penalty: 3648.489990
	Iteration 1F: 3 clusters Score -7915274 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -7916057.000000 Penalty: 3648.489990
	Iteration 2Q: 3 clusters Score -7916057 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7916831.000000 Penalty: 3648.489990
	Iteration 3Q: 3 clusters Score -7916831 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -7917689.500000 Penalty: 3648.489990
	Iteration 4Q: 3 clusters Score -7917690 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -7918729.000000 Penalty: 3648.489990
	Iteration 5Q: 3 clusters Score -7918729 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -7919896.000000 Penalty: 3648.489990
	Iteration 6Q: 3 clusters Score -7919896 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -7921300.500000 Penalty: 3648.489990
	Iteration 7Q: 3 clusters Score -7921300 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -7922960.000000 Penalty: 3648.489990
	Iteration 8Q: 3 clusters Score -7922960 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -7924680.500000 Penalty: 3648.489990
	Iteration 9Q: 3 clusters Score -7924680 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7926593.500000 Penalty: 3648.489990
	Iteration 10F: 3 clusters Score -7926594 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -7928705.500000 Penalty: 3648.489990
	Iteration 11F: 3 clusters Score -7928706 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -7931000.000000 Penalty: 3648.489990
	Iteration 12F: 3 clusters Score -7931000 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -7933459.500000 Penalty: 3648.489990
	Iteration 13Q: 3 clusters Score -7933460 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -7936153.500000 Penalty: 3648.489990
	Iteration 14Q: 3 clusters Score -7936154 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -7938783.000000 Penalty: 3648.489990
	Iteration 15Q: 3 clusters Score -7938783 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -7941015.500000 Penalty: 3648.489990
	Iteration 16Q: 3 clusters Score -7941016 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -7942244.000000 Penalty: 3648.489990
	Iteration 17Q: 3 clusters Score -7942244 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -7942729.500000 Penalty: 3648.489990
	Iteration 18Q: 3 clusters Score -7942730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -7942910.000000 Penalty: 3648.489990
	Iteration 19Q: 3 clusters Score -7942910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -7942987.500000 Penalty: 3648.489990
	Iteration 20F: 3 clusters Score -7942988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -7943036.000000 Penalty: 3648.489990
	Iteration 21Q: 3 clusters Score -7943036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -7943065.000000 Penalty: 3648.489990
	Iteration 22Q: 3 clusters Score -7943065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -7943068.000000 Penalty: 3648.489990
	Iteration 23Q: 3 clusters Score -7943068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -7943079.500000 Penalty: 3648.489990
	Iteration 24Q: 3 clusters Score -7943080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -7943094.000000 Penalty: 3648.489990
	Iteration 25Q: 3 clusters Score -7943094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -7943091.000000 Penalty: 3648.489990
	Iteration 26Q: 3 clusters Score -7943091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -7943101.000000 Penalty: 3648.489990
	Iteration 27Q: 3 clusters Score -7943101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -7943111.500000 Penalty: 3648.489990
	Iteration 28Q: 3 clusters Score -7943112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -7943113.000000 Penalty: 3648.489990
	Iteration 29Q: 3 clusters Score -7943113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -7943120.000000 Penalty: 3648.489990
	Iteration 30Q: 3 clusters Score -7943120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -7943122.500000 Penalty: 3648.489990
	Iteration 31Q: 3 clusters Score -7943122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -7943122.500000 Penalty: 3648.489990
	Iteration 32F: 3 clusters Score -7943122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Entering Unmasked Estep 
Score: -330662.906250 Penalty: 1320.415039
	Iteration 0F: 2 clusters Score -330662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -327705.031250 Penalty: 2640.830078
	Iteration 0F: 3 clusters Score -327705 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -328477.968750 Penalty: 2640.830078
	Iteration 1F: 3 clusters Score -328478 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -328650.968750 Penalty: 2640.830078
	Iteration 2F: 3 clusters Score -328651 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -328780.062500 Penalty: 2640.830078
	Iteration 3F: 3 clusters Score -328780.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -328880.843750 Penalty: 2640.830078
	Iteration 4Q: 3 clusters Score -328880.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -328969.468750 Penalty: 2640.830078
	Iteration 5Q: 3 clusters Score -328969.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -329056.437500 Penalty: 2640.830078
	Iteration 6Q: 3 clusters Score -329056.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -329173.156250 Penalty: 2640.830078
	Iteration 7Q: 3 clusters Score -329173.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -329281.468750 Penalty: 2640.830078
	Iteration 8Q: 3 clusters Score -329281.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -329373.093750 Penalty: 2640.830078
	Iteration 9Q: 3 clusters Score -329373.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -329460.843750 Penalty: 2640.830078
	Iteration 10Q: 3 clusters Score -329460.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -329544.218750 Penalty: 2640.830078
	Iteration 11Q: 3 clusters Score -329544.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -329610.750000 Penalty: 2640.830078
	Iteration 12Q: 3 clusters Score -329610.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -329659.468750 Penalty: 2640.830078
	Iteration 13Q: 3 clusters Score -329659.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -329688.218750 Penalty: 2640.830078
	Iteration 14Q: 3 clusters Score -329688.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -329712.906250 Penalty: 2640.830078
	Iteration 15Q: 3 clusters Score -329712.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -329741.406250 Penalty: 2640.830078
	Iteration 16Q: 3 clusters Score -329741.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -329762.937500 Penalty: 2640.830078
	Iteration 17Q: 3 clusters Score -329762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -329789.750000 Penalty: 2640.830078
	Iteration 18Q: 3 clusters Score -329789.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -329817.375000 Penalty: 2640.830078
	Iteration 19Q: 3 clusters Score -329817.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -329846.468750 Penalty: 2640.830078
	Iteration 20F: 3 clusters Score -329846.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -329871.968750 Penalty: 2640.830078
	Iteration 21Q: 3 clusters Score -329872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -329892.187500 Penalty: 2640.830078
	Iteration 22Q: 3 clusters Score -329892.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -329902.968750 Penalty: 2640.830078
	Iteration 23Q: 3 clusters Score -329903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -329912.625000 Penalty: 2640.830078
	Iteration 24Q: 3 clusters Score -329912.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -329918.062500 Penalty: 2640.830078
	Iteration 25Q: 3 clusters Score -329918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -329922.062500 Penalty: 2640.830078
	Iteration 26Q: 3 clusters Score -329922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -329924.718750 Penalty: 2640.830078
	Iteration 27Q: 3 clusters Score -329924.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -329929.906250 Penalty: 2640.830078
	Iteration 28Q: 3 clusters Score -329929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -329936.937500 Penalty: 2640.830078
	Iteration 29Q: 3 clusters Score -329936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -329944.812500 Penalty: 2640.830078
	Iteration 30Q: 3 clusters Score -329944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -329951.500000 Penalty: 2640.830078
	Iteration 31Q: 3 clusters Score -329951.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -329956.812500 Penalty: 2640.830078
	Iteration 32Q: 3 clusters Score -329956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -329960.343750 Penalty: 2640.830078
	Iteration 33Q: 3 clusters Score -329960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -329962.343750 Penalty: 2640.830078
	Iteration 34Q: 3 clusters Score -329962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -329963.343750 Penalty: 2640.830078
	Iteration 35Q: 3 clusters Score -329963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -329964.187500 Penalty: 2640.830078
	Iteration 36Q: 3 clusters Score -329964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -329964.187500 Penalty: 2640.830078
	Iteration 37F: 3 clusters Score -329964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -166100.796875 Penalty: 1201.804688
	Iteration 0F: 2 clusters Score -166100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -164272.578125 Penalty: 2403.609375
	Iteration 0F: 3 clusters Score -164272.6 nChanged 539
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: -164617.656250 Penalty: 2403.609375
	Iteration 1F: 3 clusters Score -164617.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -164677.843750 Penalty: 2403.609375
	Iteration 2F: 3 clusters Score -164677.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164713.781250 Penalty: 2403.609375
	Iteration 3Q: 3 clusters Score -164713.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164744.796875 Penalty: 2403.609375
	Iteration 4Q: 3 clusters Score -164744.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -164769.171875 Penalty: 2403.609375
	Iteration 5Q: 3 clusters Score -164769.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -164795.906250 Penalty: 2403.609375
	Iteration 6Q: 3 clusters Score -164795.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -164821.062500 Penalty: 2403.609375
	Iteration 7Q: 3 clusters Score -164821.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -164857.562500 Penalty: 2403.609375
	Iteration 8Q: 3 clusters Score -164857.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164890.859375 Penalty: 2403.609375
	Iteration 9Q: 3 clusters Score -164890.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -164923.484375 Penalty: 2403.609375
	Iteration 10Q: 3 clusters Score -164923.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164953.406250 Penalty: 2403.609375
	Iteration 11Q: 3 clusters Score -164953.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -164976.703125 Penalty: 2403.609375
	Iteration 12Q: 3 clusters Score -164976.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -164998.812500 Penalty: 2403.609375
	Iteration 13Q: 3 clusters Score -164998.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -165015.390625 Penalty: 2403.609375
	Iteration 14Q: 3 clusters Score -165015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -165025.093750 Penalty: 2403.609375
	Iteration 15Q: 3 clusters Score -165025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -165034.515625 Penalty: 2403.609375
	Iteration 16Q: 3 clusters Score -165034.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -165043.265625 Penalty: 2403.609375
	Iteration 17Q: 3 clusters Score -165043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -165048.656250 Penalty: 2403.609375
	Iteration 18Q: 3 clusters Score -165048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -165054.406250 Penalty: 2403.609375
	Iteration 19Q: 3 clusters Score -165054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -165062.250000 Penalty: 2403.609375
	Iteration 20F: 3 clusters Score -165062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -165068.859375 Penalty: 2403.609375
	Iteration 21Q: 3 clusters Score -165068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -165075.687500 Penalty: 2403.609375
	Iteration 22Q: 3 clusters Score -165075.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -165083.609375 Penalty: 2403.609375
	Iteration 23Q: 3 clusters Score -165083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -165097.218750 Penalty: 2403.609375
	Iteration 24Q: 3 clusters Score -165097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -165104.531250 Penalty: 2403.609375
	Iteration 25Q: 3 clusters Score -165104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -165108.937500 Penalty: 2403.609375
	Iteration 26Q: 3 clusters Score -165108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -165111.375000 Penalty: 2403.609375
	Iteration 27Q: 3 clusters Score -165111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -165113.031250 Penalty: 2403.609375
	Iteration 28Q: 3 clusters Score -165113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -165113.578125 Penalty: 2403.609375
	Iteration 29Q: 3 clusters Score -165113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -165113.578125 Penalty: 2403.609375
	Iteration 30F: 3 clusters Score -165113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -234795.703125 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -234795.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232483.125000 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -232483.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233092.468750 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -233092.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233284.484375 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -233284.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233424.906250 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -233424.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -233531.406250 Penalty: 2530.899170
	Iteration 4F: 3 clusters Score -233531.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233613.828125 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -233613.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -233691.015625 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -233691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233768.546875 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -233768.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -233841.546875 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -233841.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -233925.656250 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -233925.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -233999.593750 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -233999.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -234078.593750 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -234078.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -234169.843750 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -234169.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234242.953125 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -234243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -234312.921875 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -234312.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234351.484375 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -234351.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -234366.921875 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -234366.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -234376.281250 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -234376.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -234385.125000 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -234385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -234388.234375 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -234388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -234391.890625 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -234391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -234396.671875 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -234396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -234400.359375 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -234400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234402.218750 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -234402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -234402.890625 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -234402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234403.859375 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -234403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234403.828125 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -234403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234403.828125 Penalty: 2530.899170
	Iteration 27F: 3 clusters Score -234403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Entering Unmasked Estep 
Score: -821534.562500 Penalty: 1460.358643
	Iteration 0F: 2 clusters Score -821534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -815641.062500 Penalty: 2920.717285
	Iteration 0F: 3 clusters Score -815641.1 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -817448.000000 Penalty: 2920.717285
	Iteration 1F: 3 clusters Score -817448 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -817668.625000 Penalty: 2920.717285
	Iteration 2F: 3 clusters Score -817668.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -817832.312500 Penalty: 2920.717285
	Iteration 3Q: 3 clusters Score -817832.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -817969.750000 Penalty: 2920.717285
	Iteration 4Q: 3 clusters Score -817969.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -818127.562500 Penalty: 2920.717285
	Iteration 5Q: 3 clusters Score -818127.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -818321.750000 Penalty: 2920.717285
	Iteration 6Q: 3 clusters Score -818321.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -818518.937500 Penalty: 2920.717285
	Iteration 7Q: 3 clusters Score -818518.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -818697.437500 Penalty: 2920.717285
	Iteration 8Q: 3 clusters Score -818697.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -818841.250000 Penalty: 2920.717285
	Iteration 9Q: 3 clusters Score -818841.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -818981.187500 Penalty: 2920.717285
	Iteration 10Q: 3 clusters Score -818981.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -819095.812500 Penalty: 2920.717285
	Iteration 11Q: 3 clusters Score -819095.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -819173.625000 Penalty: 2920.717285
	Iteration 12Q: 3 clusters Score -819173.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -819228.312500 Penalty: 2920.717285
	Iteration 13Q: 3 clusters Score -819228.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -819284.687500 Penalty: 2920.717285
	Iteration 14Q: 3 clusters Score -819284.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -819327.500000 Penalty: 2920.717285
	Iteration 15Q: 3 clusters Score -819327.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -819367.062500 Penalty: 2920.717285
	Iteration 16Q: 3 clusters Score -819367.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -819410.312500 Penalty: 2920.717285
	Iteration 17Q: 3 clusters Score -819410.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -819435.812500 Penalty: 2920.717285
	Iteration 18Q: 3 clusters Score -819435.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -819461.812500 Penalty: 2920.717285
	Iteration 19Q: 3 clusters Score -819461.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -819480.312500 Penalty: 2920.717285
	Iteration 20F: 3 clusters Score -819480.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -819510.937500 Penalty: 2920.717285
	Iteration 21Q: 3 clusters Score -819510.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -819536.000000 Penalty: 2920.717285
	Iteration 22Q: 3 clusters Score -819536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -819564.562500 Penalty: 2920.717285
	Iteration 23Q: 3 clusters Score -819564.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -819588.812500 Penalty: 2920.717285
	Iteration 24Q: 3 clusters Score -819588.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -819610.187500 Penalty: 2920.717285
	Iteration 25Q: 3 clusters Score -819610.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -819637.687500 Penalty: 2920.717285
	Iteration 26Q: 3 clusters Score -819637.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -819660.812500 Penalty: 2920.717285
	Iteration 27Q: 3 clusters Score -819660.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -819684.875000 Penalty: 2920.717285
	Iteration 28Q: 3 clusters Score -819684.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -819707.875000 Penalty: 2920.717285
	Iteration 29Q: 3 clusters Score -819707.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -819731.375000 Penalty: 2920.717285
	Iteration 30Q: 3 clusters Score -819731.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -819752.125000 Penalty: 2920.717285
	Iteration 31Q: 3 clusters Score -819752.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -819769.875000 Penalty: 2920.717285
	Iteration 32Q: 3 clusters Score -819769.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -819786.562500 Penalty: 2920.717285
	Iteration 33Q: 3 clusters Score -819786.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -819806.625000 Penalty: 2920.717285
	Iteration 34Q: 3 clusters Score -819806.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -819822.687500 Penalty: 2920.717285
	Iteration 35Q: 3 clusters Score -819822.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -819838.812500 Penalty: 2920.717285
	Iteration 36Q: 3 clusters Score -819838.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -819854.625000 Penalty: 2920.717285
	Iteration 37Q: 3 clusters Score -819854.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -819864.500000 Penalty: 2920.717285
	Iteration 38Q: 3 clusters Score -819864.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -819880.937500 Penalty: 2920.717285
	Iteration 39Q: 3 clusters Score -819880.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -819892.937500 Penalty: 2920.717285
	Iteration 40F: 3 clusters Score -819892.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -819907.875000 Penalty: 2920.717285
	Iteration 41Q: 3 clusters Score -819907.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -819921.625000 Penalty: 2920.717285
	Iteration 42Q: 3 clusters Score -819921.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -819937.812500 Penalty: 2920.717285
	Iteration 43Q: 3 clusters Score -819937.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -819950.812500 Penalty: 2920.717285
	Iteration 44Q: 3 clusters Score -819950.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -819964.250000 Penalty: 2920.717285
	Iteration 45Q: 3 clusters Score -819964.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -819976.250000 Penalty: 2920.717285
	Iteration 46Q: 3 clusters Score -819976.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -819998.812500 Penalty: 2920.717285
	Iteration 47Q: 3 clusters Score -819998.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -820027.750000 Penalty: 2920.717285
	Iteration 48Q: 3 clusters Score -820027.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -820050.375000 Penalty: 2920.717285
	Iteration 49Q: 3 clusters Score -820050.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -820079.000000 Penalty: 2920.717285
	Iteration 50Q: 3 clusters Score -820079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -820103.000000 Penalty: 2920.717285
	Iteration 51Q: 3 clusters Score -820103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -820124.312500 Penalty: 2920.717285
	Iteration 52Q: 3 clusters Score -820124.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -820149.500000 Penalty: 2920.717285
	Iteration 53Q: 3 clusters Score -820149.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -820166.937500 Penalty: 2920.717285
	Iteration 54Q: 3 clusters Score -820166.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -820185.437500 Penalty: 2920.717285
	Iteration 55Q: 3 clusters Score -820185.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -820203.062500 Penalty: 2920.717285
	Iteration 56Q: 3 clusters Score -820203.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -820215.437500 Penalty: 2920.717285
	Iteration 57Q: 3 clusters Score -820215.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -820226.500000 Penalty: 2920.717285
	Iteration 58Q: 3 clusters Score -820226.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -820237.500000 Penalty: 2920.717285
	Iteration 59Q: 3 clusters Score -820237.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -820246.375000 Penalty: 2920.717285
	Iteration 60F: 3 clusters Score -820246.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -820259.125000 Penalty: 2920.717285
	Iteration 61Q: 3 clusters Score -820259.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -820264.687500 Penalty: 2920.717285
	Iteration 62Q: 3 clusters Score -820264.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -820273.000000 Penalty: 2920.717285
	Iteration 63Q: 3 clusters Score -820273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -820276.437500 Penalty: 2920.717285
	Iteration 64Q: 3 clusters Score -820276.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -820284.062500 Penalty: 2920.717285
	Iteration 65Q: 3 clusters Score -820284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -820287.375000 Penalty: 2920.717285
	Iteration 66Q: 3 clusters Score -820287.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -820296.625000 Penalty: 2920.717285
	Iteration 67Q: 3 clusters Score -820296.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -820303.000000 Penalty: 2920.717285
	Iteration 68Q: 3 clusters Score -820303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -820309.312500 Penalty: 2920.717285
	Iteration 69Q: 3 clusters Score -820309.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -820313.250000 Penalty: 2920.717285
	Iteration 70Q: 3 clusters Score -820313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -820314.687500 Penalty: 2920.717285
	Iteration 71Q: 3 clusters Score -820314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -820318.875000 Penalty: 2920.717285
	Iteration 72Q: 3 clusters Score -820318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -820321.000000 Penalty: 2920.717285
	Iteration 73Q: 3 clusters Score -820321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -820324.062500 Penalty: 2920.717285
	Iteration 74Q: 3 clusters Score -820324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -820326.375000 Penalty: 2920.717285
	Iteration 75Q: 3 clusters Score -820326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -820329.500000 Penalty: 2920.717285
	Iteration 76Q: 3 clusters Score -820329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -820331.062500 Penalty: 2920.717285
	Iteration 77Q: 3 clusters Score -820331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -820331.812500 Penalty: 2920.717285
	Iteration 78Q: 3 clusters Score -820331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -820334.937500 Penalty: 2920.717285
	Iteration 79Q: 3 clusters Score -820334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -820336.375000 Penalty: 2920.717285
	Iteration 80F: 3 clusters Score -820336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -820338.437500 Penalty: 2920.717285
	Iteration 81Q: 3 clusters Score -820338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -820341.500000 Penalty: 2920.717285
	Iteration 82Q: 3 clusters Score -820341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -820340.562500 Penalty: 2920.717285
	Iteration 83Q: 3 clusters Score -820340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -820343.625000 Penalty: 2920.717285
	Iteration 84Q: 3 clusters Score -820343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -820345.687500 Penalty: 2920.717285
	Iteration 85Q: 3 clusters Score -820345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -820348.312500 Penalty: 2920.717285
	Iteration 86Q: 3 clusters Score -820348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -820348.875000 Penalty: 2920.717285
	Iteration 87Q: 3 clusters Score -820348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -820347.875000 Penalty: 2920.717285
	Iteration 88Q: 3 clusters Score -820347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -820347.875000 Penalty: 2920.717285
	Iteration 89F: 3 clusters Score -820347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -335868.406250 Penalty: 1322.990723
	Iteration 0F: 2 clusters Score -335868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -332910.093750 Penalty: 2645.981445
	Iteration 0F: 3 clusters Score -332910.1 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -333615.750000 Penalty: 2645.981445
	Iteration 1F: 3 clusters Score -333615.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -333748.031250 Penalty: 2645.981445
	Iteration 2F: 3 clusters Score -333748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -333861.312500 Penalty: 2645.981445
	Iteration 3F: 3 clusters Score -333861.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -333944.500000 Penalty: 2645.981445
	Iteration 4Q: 3 clusters Score -333944.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -334002.125000 Penalty: 2645.981445
	Iteration 5Q: 3 clusters Score -334002.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -334076.937500 Penalty: 2645.981445
	Iteration 6Q: 3 clusters Score -334076.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -334149.406250 Penalty: 2645.981445
	Iteration 7Q: 3 clusters Score -334149.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -334216.031250 Penalty: 2645.981445
	Iteration 8Q: 3 clusters Score -334216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -334273.156250 Penalty: 2645.981445
	Iteration 9Q: 3 clusters Score -334273.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -334329.718750 Penalty: 2645.981445
	Iteration 10Q: 3 clusters Score -334329.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -334380.031250 Penalty: 2645.981445
	Iteration 11Q: 3 clusters Score -334380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -334431.468750 Penalty: 2645.981445
	Iteration 12Q: 3 clusters Score -334431.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -334479.812500 Penalty: 2645.981445
	Iteration 13Q: 3 clusters Score -334479.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -334538.593750 Penalty: 2645.981445
	Iteration 14Q: 3 clusters Score -334538.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -334592.562500 Penalty: 2645.981445
	Iteration 15Q: 3 clusters Score -334592.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -334649.250000 Penalty: 2645.981445
	Iteration 16Q: 3 clusters Score -334649.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -334713.031250 Penalty: 2645.981445
	Iteration 17Q: 3 clusters Score -334713 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -334782.500000 Penalty: 2645.981445
	Iteration 18Q: 3 clusters Score -334782.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -334871.750000 Penalty: 2645.981445
	Iteration 19Q: 3 clusters Score -334871.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -334981.468750 Penalty: 2645.981445
	Iteration 20F: 3 clusters Score -334981.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -335136.687500 Penalty: 2645.981445
	Iteration 21Q: 3 clusters Score -335136.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -335322.968750 Penalty: 2645.981445
	Iteration 22Q: 3 clusters Score -335323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -335529.343750 Penalty: 2645.981445
	Iteration 23Q: 3 clusters Score -335529.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -335639.250000 Penalty: 2645.981445
	Iteration 24Q: 3 clusters Score -335639.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -335714.937500 Penalty: 2645.981445
	Iteration 25Q: 3 clusters Score -335714.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -335801.687500 Penalty: 2645.981445
	Iteration 26Q: 3 clusters Score -335801.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -335876.000000 Penalty: 2645.981445
	Iteration 27Q: 3 clusters Score -335876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -335910.375000 Penalty: 2645.981445
	Iteration 28Q: 3 clusters Score -335910.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -335942.750000 Penalty: 2645.981445
	Iteration 29Q: 3 clusters Score -335942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -335972.562500 Penalty: 2645.981445
	Iteration 30Q: 3 clusters Score -335972.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -336012.468750 Penalty: 2645.981445
	Iteration 31Q: 3 clusters Score -336012.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -336049.281250 Penalty: 2645.981445
	Iteration 32Q: 3 clusters Score -336049.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -336078.687500 Penalty: 2645.981445
	Iteration 33Q: 3 clusters Score -336078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -336095.687500 Penalty: 2645.981445
	Iteration 34Q: 3 clusters Score -336095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -336102.343750 Penalty: 2645.981445
	Iteration 35Q: 3 clusters Score -336102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -336103.656250 Penalty: 2645.981445
	Iteration 36Q: 3 clusters Score -336103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -336103.593750 Penalty: 2645.981445
	Iteration 37Q: 3 clusters Score -336103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -336103.593750 Penalty: 2645.981445
	Iteration 38F: 3 clusters Score -336103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114077 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6594 members 
Mstep: Class 41 contains 1894 members 
Mstep: Class 42 contains 7710 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 2588 members 
Entering Unmasked Estep 
Score: -54934292.000000 Penalty: 94598.937500
Splitting cluster 23 changes total score from -54934876.000000 to -54934292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -175956.734375 Penalty: 1246.292969
	Iteration 0F: 2 clusters Score -175956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173914.296875 Penalty: 2492.585938
	Iteration 0F: 3 clusters Score -173914.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174574.875000 Penalty: 2492.585938
	Iteration 1F: 3 clusters Score -174574.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -174830.921875 Penalty: 2492.585938
	Iteration 2F: 3 clusters Score -174830.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -175076.000000 Penalty: 2492.585938
	Iteration 3F: 3 clusters Score -175076 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -175322.062500 Penalty: 2492.585938
	Iteration 4F: 3 clusters Score -175322.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -175505.843750 Penalty: 2492.585938
	Iteration 5F: 3 clusters Score -175505.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -175674.593750 Penalty: 2492.585938
	Iteration 6F: 3 clusters Score -175674.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175820.234375 Penalty: 2492.585938
	Iteration 7Q: 3 clusters Score -175820.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175920.296875 Penalty: 2492.585938
	Iteration 8Q: 3 clusters Score -175920.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -175988.546875 Penalty: 2492.585938
	Iteration 9Q: 3 clusters Score -175988.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176031.578125 Penalty: 2492.585938
	Iteration 10Q: 3 clusters Score -176031.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176068.640625 Penalty: 2492.585938
	Iteration 11Q: 3 clusters Score -176068.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -176115.515625 Penalty: 2492.585938
	Iteration 12Q: 3 clusters Score -176115.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -176154.718750 Penalty: 2492.585938
	Iteration 13Q: 3 clusters Score -176154.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -176195.109375 Penalty: 2492.585938
	Iteration 14Q: 3 clusters Score -176195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -176231.656250 Penalty: 2492.585938
	Iteration 15Q: 3 clusters Score -176231.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -176253.046875 Penalty: 2492.585938
	Iteration 16Q: 3 clusters Score -176253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -176264.625000 Penalty: 2492.585938
	Iteration 17Q: 3 clusters Score -176264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -176269.828125 Penalty: 2492.585938
	Iteration 18Q: 3 clusters Score -176269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -176272.406250 Penalty: 2492.585938
	Iteration 19Q: 3 clusters Score -176272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -176277.937500 Penalty: 2492.585938
	Iteration 20F: 3 clusters Score -176277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -176290.812500 Penalty: 2492.585938
	Iteration 21Q: 3 clusters Score -176290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176322.656250 Penalty: 2492.585938
	Iteration 22Q: 3 clusters Score -176322.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -176330.750000 Penalty: 2492.585938
	Iteration 23Q: 3 clusters Score -176330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -176336.328125 Penalty: 2492.585938
	Iteration 24Q: 3 clusters Score -176336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176343.593750 Penalty: 2492.585938
	Iteration 25Q: 3 clusters Score -176343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -176344.968750 Penalty: 2492.585938
	Iteration 26Q: 3 clusters Score -176345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -176347.109375 Penalty: 2492.585938
	Iteration 27Q: 3 clusters Score -176347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -176350.281250 Penalty: 2492.585938
	Iteration 28Q: 3 clusters Score -176350.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -176353.078125 Penalty: 2492.585938
	Iteration 29Q: 3 clusters Score -176353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -176355.015625 Penalty: 2492.585938
	Iteration 30Q: 3 clusters Score -176355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176356.843750 Penalty: 2492.585938
	Iteration 31Q: 3 clusters Score -176356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -176357.343750 Penalty: 2492.585938
	Iteration 32Q: 3 clusters Score -176357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -176357.343750 Penalty: 2492.585938
	Iteration 33F: 3 clusters Score -176357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114077 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6594 members 
Mstep: Class 41 contains 1894 members 
Mstep: Class 42 contains 7710 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 684 members 
Entering Unmasked Estep 
Score: -54934436.000000 Penalty: 94598.937500
Splitting cluster 24 changes total score from -54934876.000000 to -54934436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -239914.218750 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -239914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -237616.875000 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -237616.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -238186.062500 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -238186.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -238313.625000 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -238313.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -238376.546875 Penalty: 2536.514404
	Iteration 3Q: 3 clusters Score -238376.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -238416.531250 Penalty: 2536.514404
	Iteration 4Q: 3 clusters Score -238416.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -238444.359375 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -238444.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -238466.687500 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -238466.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -238491.265625 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -238491.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238511.875000 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -238511.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -238536.187500 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -238536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238558.265625 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -238558.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238593.296875 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -238593.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238633.687500 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -238633.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -238668.312500 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -238668.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -238709.546875 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -238709.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -238762.703125 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -238762.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -238828.859375 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -238828.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -238934.093750 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -238934.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239092.093750 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -239092.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239248.890625 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -239248.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239375.671875 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -239375.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -239487.312500 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -239487.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -239540.718750 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -239540.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -239562.640625 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -239562.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239576.515625 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -239576.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -239588.375000 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -239588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -239598.156250 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -239598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -239603.546875 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -239603.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -239608.078125 Penalty: 2536.514404
	Iteration 28Q: 3 clusters Score -239608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -239609.406250 Penalty: 2536.514404
	Iteration 29Q: 3 clusters Score -239609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239610.703125 Penalty: 2536.514404
	Iteration 30Q: 3 clusters Score -239610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -239611.859375 Penalty: 2536.514404
	Iteration 31Q: 3 clusters Score -239611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -239613.046875 Penalty: 2536.514404
	Iteration 32Q: 3 clusters Score -239613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -239614.171875 Penalty: 2536.514404
	Iteration 33Q: 3 clusters Score -239614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239615.515625 Penalty: 2536.514404
	Iteration 34Q: 3 clusters Score -239615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -239617.343750 Penalty: 2536.514404
	Iteration 35Q: 3 clusters Score -239617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -239619.953125 Penalty: 2536.514404
	Iteration 36Q: 3 clusters Score -239620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -239623.734375 Penalty: 2536.514404
	Iteration 37Q: 3 clusters Score -239623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -239625.531250 Penalty: 2536.514404
	Iteration 38Q: 3 clusters Score -239625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -239628.453125 Penalty: 2536.514404
	Iteration 39Q: 3 clusters Score -239628.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239635.437500 Penalty: 2536.514404
	Iteration 40F: 3 clusters Score -239635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -239644.062500 Penalty: 2536.514404
	Iteration 41Q: 3 clusters Score -239644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239652.234375 Penalty: 2536.514404
	Iteration 42Q: 3 clusters Score -239652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -239661.375000 Penalty: 2536.514404
	Iteration 43Q: 3 clusters Score -239661.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -239668.234375 Penalty: 2536.514404
	Iteration 44Q: 3 clusters Score -239668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -239671.937500 Penalty: 2536.514404
	Iteration 45Q: 3 clusters Score -239671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -239673.796875 Penalty: 2536.514404
	Iteration 46Q: 3 clusters Score -239673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -239673.796875 Penalty: 2536.514404
	Iteration 47F: 3 clusters Score -239673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -522290.968750 Penalty: 1389.414185
	Iteration 0F: 2 clusters Score -522291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -518232.406250 Penalty: 2778.828369
	Iteration 0F: 3 clusters Score -518232.4 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -519393.187500 Penalty: 2778.828369
	Iteration 1F: 3 clusters Score -519393.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -519594.875000 Penalty: 2778.828369
	Iteration 2F: 3 clusters Score -519594.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -519733.687500 Penalty: 2778.828369
	Iteration 3F: 3 clusters Score -519733.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -519832.156250 Penalty: 2778.828369
	Iteration 4Q: 3 clusters Score -519832.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -519906.781250 Penalty: 2778.828369
	Iteration 5Q: 3 clusters Score -519906.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -519958.281250 Penalty: 2778.828369
	Iteration 6Q: 3 clusters Score -519958.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -519999.343750 Penalty: 2778.828369
	Iteration 7Q: 3 clusters Score -519999.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -520035.812500 Penalty: 2778.828369
	Iteration 8Q: 3 clusters Score -520035.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -520073.500000 Penalty: 2778.828369
	Iteration 9Q: 3 clusters Score -520073.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -520111.218750 Penalty: 2778.828369
	Iteration 10Q: 3 clusters Score -520111.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -520143.250000 Penalty: 2778.828369
	Iteration 11Q: 3 clusters Score -520143.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520181.000000 Penalty: 2778.828369
	Iteration 12Q: 3 clusters Score -520181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -520220.031250 Penalty: 2778.828369
	Iteration 13Q: 3 clusters Score -520220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -520264.625000 Penalty: 2778.828369
	Iteration 14Q: 3 clusters Score -520264.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -520309.500000 Penalty: 2778.828369
	Iteration 15Q: 3 clusters Score -520309.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -520345.281250 Penalty: 2778.828369
	Iteration 16Q: 3 clusters Score -520345.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -520378.812500 Penalty: 2778.828369
	Iteration 17Q: 3 clusters Score -520378.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -520417.031250 Penalty: 2778.828369
	Iteration 18Q: 3 clusters Score -520417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -520450.906250 Penalty: 2778.828369
	Iteration 19Q: 3 clusters Score -520450.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -520482.000000 Penalty: 2778.828369
	Iteration 20F: 3 clusters Score -520482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -520514.125000 Penalty: 2778.828369
	Iteration 21Q: 3 clusters Score -520514.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -520551.031250 Penalty: 2778.828369
	Iteration 22Q: 3 clusters Score -520551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -520580.625000 Penalty: 2778.828369
	Iteration 23Q: 3 clusters Score -520580.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -520596.531250 Penalty: 2778.828369
	Iteration 24Q: 3 clusters Score -520596.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -520614.156250 Penalty: 2778.828369
	Iteration 25Q: 3 clusters Score -520614.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -520630.531250 Penalty: 2778.828369
	Iteration 26Q: 3 clusters Score -520630.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -520638.906250 Penalty: 2778.828369
	Iteration 27Q: 3 clusters Score -520638.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -520650.062500 Penalty: 2778.828369
	Iteration 28Q: 3 clusters Score -520650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -520659.187500 Penalty: 2778.828369
	Iteration 29Q: 3 clusters Score -520659.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -520665.687500 Penalty: 2778.828369
	Iteration 30Q: 3 clusters Score -520665.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -520673.406250 Penalty: 2778.828369
	Iteration 31Q: 3 clusters Score -520673.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -520677.687500 Penalty: 2778.828369
	Iteration 32Q: 3 clusters Score -520677.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -520684.343750 Penalty: 2778.828369
	Iteration 33Q: 3 clusters Score -520684.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -520689.906250 Penalty: 2778.828369
	Iteration 34Q: 3 clusters Score -520689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -520697.781250 Penalty: 2778.828369
	Iteration 35Q: 3 clusters Score -520697.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -520705.156250 Penalty: 2778.828369
	Iteration 36Q: 3 clusters Score -520705.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -520713.125000 Penalty: 2778.828369
	Iteration 37Q: 3 clusters Score -520713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -520721.218750 Penalty: 2778.828369
	Iteration 38Q: 3 clusters Score -520721.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -520725.781250 Penalty: 2778.828369
	Iteration 39Q: 3 clusters Score -520725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -520729.031250 Penalty: 2778.828369
	Iteration 40F: 3 clusters Score -520729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -520735.562500 Penalty: 2778.828369
	Iteration 41Q: 3 clusters Score -520735.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -520742.531250 Penalty: 2778.828369
	Iteration 42Q: 3 clusters Score -520742.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -520746.906250 Penalty: 2778.828369
	Iteration 43Q: 3 clusters Score -520746.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -520753.156250 Penalty: 2778.828369
	Iteration 44Q: 3 clusters Score -520753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -520757.750000 Penalty: 2778.828369
	Iteration 45Q: 3 clusters Score -520757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -520763.687500 Penalty: 2778.828369
	Iteration 46Q: 3 clusters Score -520763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -520767.312500 Penalty: 2778.828369
	Iteration 47Q: 3 clusters Score -520767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -520771.343750 Penalty: 2778.828369
	Iteration 48Q: 3 clusters Score -520771.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -520778.562500 Penalty: 2778.828369
	Iteration 49Q: 3 clusters Score -520778.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -520782.906250 Penalty: 2778.828369
	Iteration 50Q: 3 clusters Score -520782.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -520788.312500 Penalty: 2778.828369
	Iteration 51Q: 3 clusters Score -520788.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -520794.187500 Penalty: 2778.828369
	Iteration 52Q: 3 clusters Score -520794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -520801.250000 Penalty: 2778.828369
	Iteration 53Q: 3 clusters Score -520801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -520804.375000 Penalty: 2778.828369
	Iteration 54Q: 3 clusters Score -520804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -520808.343750 Penalty: 2778.828369
	Iteration 55Q: 3 clusters Score -520808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -520812.250000 Penalty: 2778.828369
	Iteration 56Q: 3 clusters Score -520812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -520814.875000 Penalty: 2778.828369
	Iteration 57Q: 3 clusters Score -520814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -520818.218750 Penalty: 2778.828369
	Iteration 58Q: 3 clusters Score -520818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -520820.218750 Penalty: 2778.828369
	Iteration 59Q: 3 clusters Score -520820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -520823.687500 Penalty: 2778.828369
	Iteration 60F: 3 clusters Score -520823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -520825.281250 Penalty: 2778.828369
	Iteration 61Q: 3 clusters Score -520825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -520826.593750 Penalty: 2778.828369
	Iteration 62Q: 3 clusters Score -520826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -520828.375000 Penalty: 2778.828369
	Iteration 63Q: 3 clusters Score -520828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -520829.718750 Penalty: 2778.828369
	Iteration 64Q: 3 clusters Score -520829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -520830.875000 Penalty: 2778.828369
	Iteration 65Q: 3 clusters Score -520830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -520831.125000 Penalty: 2778.828369
	Iteration 66Q: 3 clusters Score -520831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -520831.500000 Penalty: 2778.828369
	Iteration 67Q: 3 clusters Score -520831.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -520831.500000 Penalty: 2778.828369
	Iteration 68F: 3 clusters Score -520831.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Entering Unmasked Estep 
Score: -300606.937500 Penalty: 1307.460205
	Iteration 0F: 2 clusters Score -300606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -297875.968750 Penalty: 2614.920410
	Iteration 0F: 3 clusters Score -297876 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -298800.687500 Penalty: 2614.920410
	Iteration 1F: 3 clusters Score -298800.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -299189.562500 Penalty: 2614.920410
	Iteration 2F: 3 clusters Score -299189.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -299623.750000 Penalty: 2614.920410
	Iteration 3F: 3 clusters Score -299623.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -299983.968750 Penalty: 2614.920410
	Iteration 4F: 3 clusters Score -299984 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -300210.875000 Penalty: 2614.920410
	Iteration 5F: 3 clusters Score -300210.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -300339.968750 Penalty: 2614.920410
	Iteration 6Q: 3 clusters Score -300340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -300441.437500 Penalty: 2614.920410
	Iteration 7Q: 3 clusters Score -300441.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -300510.218750 Penalty: 2614.920410
	Iteration 8Q: 3 clusters Score -300510.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -300568.500000 Penalty: 2614.920410
	Iteration 9Q: 3 clusters Score -300568.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -300615.843750 Penalty: 2614.920410
	Iteration 10Q: 3 clusters Score -300615.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -300653.500000 Penalty: 2614.920410
	Iteration 11Q: 3 clusters Score -300653.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -300692.531250 Penalty: 2614.920410
	Iteration 12Q: 3 clusters Score -300692.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -300718.093750 Penalty: 2614.920410
	Iteration 13Q: 3 clusters Score -300718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -300731.937500 Penalty: 2614.920410
	Iteration 14Q: 3 clusters Score -300731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -300743.781250 Penalty: 2614.920410
	Iteration 15Q: 3 clusters Score -300743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -300750.375000 Penalty: 2614.920410
	Iteration 16Q: 3 clusters Score -300750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -300755.343750 Penalty: 2614.920410
	Iteration 17Q: 3 clusters Score -300755.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -300757.218750 Penalty: 2614.920410
	Iteration 18Q: 3 clusters Score -300757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -300757.843750 Penalty: 2614.920410
	Iteration 19Q: 3 clusters Score -300757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -300759.468750 Penalty: 2614.920410
	Iteration 20F: 3 clusters Score -300759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -300759.312500 Penalty: 2614.920410
	Iteration 21Q: 3 clusters Score -300759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -300760.000000 Penalty: 2614.920410
	Iteration 22Q: 3 clusters Score -300760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -300760.000000 Penalty: 2614.920410
	Iteration 23F: 3 clusters Score -300760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114077 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 546 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6594 members 
Mstep: Class 41 contains 1894 members 
Mstep: Class 42 contains 7710 members 
Mstep: Class 43 contains 2622 members 
Mstep: Class 44 contains 2575 members 
Entering Unmasked Estep 
Score: -54934228.000000 Penalty: 94598.937500
Splitting cluster 27 changes total score from -54934876.000000 to -54934228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (30242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Entering Unmasked Estep 
Score: -3061171.750000 Penalty: 1676.510376
	Iteration 0F: 2 clusters Score -3061172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3040737.750000 Penalty: 3353.020752
	Iteration 0F: 3 clusters Score -3040738 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3048745.250000 Penalty: 3353.020752
	Iteration 1F: 3 clusters Score -3048745 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3049248.000000 Penalty: 3353.020752
	Iteration 2Q: 3 clusters Score -3049248 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3049826.250000 Penalty: 3353.020752
	Iteration 3Q: 3 clusters Score -3049826 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3050620.500000 Penalty: 3353.020752
	Iteration 4Q: 3 clusters Score -3050620 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3051610.500000 Penalty: 3353.020752
	Iteration 5F: 3 clusters Score -3051610 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3052882.500000 Penalty: 3353.020752
	Iteration 6F: 3 clusters Score -3052882 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3054423.500000 Penalty: 3353.020752
	Iteration 7F: 3 clusters Score -3054424 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3056015.500000 Penalty: 3353.020752
	Iteration 8F: 3 clusters Score -3056016 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3057490.250000 Penalty: 3353.020752
	Iteration 9F: 3 clusters Score -3057490 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3058665.500000 Penalty: 3353.020752
	Iteration 10Q: 3 clusters Score -3058666 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3059474.500000 Penalty: 3353.020752
	Iteration 11Q: 3 clusters Score -3059474 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3059980.250000 Penalty: 3353.020752
	Iteration 12Q: 3 clusters Score -3059980 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3060276.000000 Penalty: 3353.020752
	Iteration 13Q: 3 clusters Score -3060276 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3060493.250000 Penalty: 3353.020752
	Iteration 14Q: 3 clusters Score -3060493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3060637.750000 Penalty: 3353.020752
	Iteration 15Q: 3 clusters Score -3060638 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -3060724.250000 Penalty: 3353.020752
	Iteration 16Q: 3 clusters Score -3060724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3060771.250000 Penalty: 3353.020752
	Iteration 17Q: 3 clusters Score -3060771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -3060798.750000 Penalty: 3353.020752
	Iteration 18Q: 3 clusters Score -3060799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3060815.750000 Penalty: 3353.020752
	Iteration 19Q: 3 clusters Score -3060816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3060829.750000 Penalty: 3353.020752
	Iteration 20F: 3 clusters Score -3060830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3060842.500000 Penalty: 3353.020752
	Iteration 21Q: 3 clusters Score -3060842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3060858.750000 Penalty: 3353.020752
	Iteration 22Q: 3 clusters Score -3060859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3060861.250000 Penalty: 3353.020752
	Iteration 23Q: 3 clusters Score -3060861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3060865.750000 Penalty: 3353.020752
	Iteration 24Q: 3 clusters Score -3060866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3060872.250000 Penalty: 3353.020752
	Iteration 25Q: 3 clusters Score -3060872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3060868.000000 Penalty: 3353.020752
	Iteration 26Q: 3 clusters Score -3060868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3060872.000000 Penalty: 3353.020752
	Iteration 27Q: 3 clusters Score -3060872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3060875.750000 Penalty: 3353.020752
	Iteration 28Q: 3 clusters Score -3060876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3060873.500000 Penalty: 3353.020752
	Iteration 29Q: 3 clusters Score -3060874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3060876.250000 Penalty: 3353.020752
	Iteration 30Q: 3 clusters Score -3060876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3060881.750000 Penalty: 3353.020752
	Iteration 31Q: 3 clusters Score -3060882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3060880.250000 Penalty: 3353.020752
	Iteration 32Q: 3 clusters Score -3060880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3060883.750000 Penalty: 3353.020752
	Iteration 33Q: 3 clusters Score -3060884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3060881.000000 Penalty: 3353.020752
	Iteration 34Q: 3 clusters Score -3060881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3060881.000000 Penalty: 3353.020752
	Iteration 35Q: 3 clusters Score -3060881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3060887.750000 Penalty: 3353.020752
	Iteration 36Q: 3 clusters Score -3060888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3060889.250000 Penalty: 3353.020752
	Iteration 37Q: 3 clusters Score -3060889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3060891.000000 Penalty: 3353.020752
	Iteration 38Q: 3 clusters Score -3060891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -3060891.000000 Penalty: 3353.020752
	Iteration 39F: 3 clusters Score -3060891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -294587.843750 Penalty: 1298.523682
	Iteration 0F: 2 clusters Score -294587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -291894.375000 Penalty: 2597.047363
	Iteration 0F: 3 clusters Score -291894.4 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -292589.687500 Penalty: 2597.047363
	Iteration 1F: 3 clusters Score -292589.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -292753.406250 Penalty: 2597.047363
	Iteration 2F: 3 clusters Score -292753.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -292869.906250 Penalty: 2597.047363
	Iteration 3F: 3 clusters Score -292869.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -292972.843750 Penalty: 2597.047363
	Iteration 4Q: 3 clusters Score -292972.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -293070.406250 Penalty: 2597.047363
	Iteration 5Q: 3 clusters Score -293070.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -293164.593750 Penalty: 2597.047363
	Iteration 6Q: 3 clusters Score -293164.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -293249.375000 Penalty: 2597.047363
	Iteration 7Q: 3 clusters Score -293249.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -293333.718750 Penalty: 2597.047363
	Iteration 8Q: 3 clusters Score -293333.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -293395.125000 Penalty: 2597.047363
	Iteration 9Q: 3 clusters Score -293395.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -293443.625000 Penalty: 2597.047363
	Iteration 10Q: 3 clusters Score -293443.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -293492.562500 Penalty: 2597.047363
	Iteration 11Q: 3 clusters Score -293492.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -293538.125000 Penalty: 2597.047363
	Iteration 12Q: 3 clusters Score -293538.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -293596.281250 Penalty: 2597.047363
	Iteration 13Q: 3 clusters Score -293596.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -293686.000000 Penalty: 2597.047363
	Iteration 14Q: 3 clusters Score -293686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -293800.312500 Penalty: 2597.047363
	Iteration 15Q: 3 clusters Score -293800.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -293958.187500 Penalty: 2597.047363
	Iteration 16Q: 3 clusters Score -293958.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -294146.437500 Penalty: 2597.047363
	Iteration 17Q: 3 clusters Score -294146.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -294222.125000 Penalty: 2597.047363
	Iteration 18Q: 3 clusters Score -294222.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -294256.406250 Penalty: 2597.047363
	Iteration 19Q: 3 clusters Score -294256.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -294274.125000 Penalty: 2597.047363
	Iteration 20F: 3 clusters Score -294274.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -294285.187500 Penalty: 2597.047363
	Iteration 21Q: 3 clusters Score -294285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -294295.406250 Penalty: 2597.047363
	Iteration 22Q: 3 clusters Score -294295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -294302.062500 Penalty: 2597.047363
	Iteration 23Q: 3 clusters Score -294302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -294307.406250 Penalty: 2597.047363
	Iteration 24Q: 3 clusters Score -294307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -294310.218750 Penalty: 2597.047363
	Iteration 25Q: 3 clusters Score -294310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -294313.281250 Penalty: 2597.047363
	Iteration 26Q: 3 clusters Score -294313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -294314.687500 Penalty: 2597.047363
	Iteration 27Q: 3 clusters Score -294314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -294314.937500 Penalty: 2597.047363
	Iteration 28Q: 3 clusters Score -294314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -294315.531250 Penalty: 2597.047363
	Iteration 29Q: 3 clusters Score -294315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -294316.656250 Penalty: 2597.047363
	Iteration 30Q: 3 clusters Score -294316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -294316.781250 Penalty: 2597.047363
	Iteration 31Q: 3 clusters Score -294316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -294317.093750 Penalty: 2597.047363
	Iteration 32Q: 3 clusters Score -294317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -294317.906250 Penalty: 2597.047363
	Iteration 33Q: 3 clusters Score -294317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -294319.468750 Penalty: 2597.047363
	Iteration 34Q: 3 clusters Score -294319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -294321.468750 Penalty: 2597.047363
	Iteration 35Q: 3 clusters Score -294321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -294323.593750 Penalty: 2597.047363
	Iteration 36Q: 3 clusters Score -294323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -294326.312500 Penalty: 2597.047363
	Iteration 37Q: 3 clusters Score -294326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -294326.312500 Penalty: 2597.047363
	Iteration 38F: 3 clusters Score -294326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Entering Unmasked Estep 
Score: -2268357.500000 Penalty: 1628.246826
	Iteration 0F: 2 clusters Score -2268358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2253036.750000 Penalty: 3256.493652
	Iteration 0F: 3 clusters Score -2253037 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2258784.500000 Penalty: 3256.493652
	Iteration 1F: 3 clusters Score -2258784 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2259350.500000 Penalty: 3256.493652
	Iteration 2F: 3 clusters Score -2259350 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2259996.250000 Penalty: 3256.493652
	Iteration 3F: 3 clusters Score -2259996 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2260763.000000 Penalty: 3256.493652
	Iteration 4F: 3 clusters Score -2260763 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2261716.500000 Penalty: 3256.493652
	Iteration 5F: 3 clusters Score -2261716 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2262711.750000 Penalty: 3256.493652
	Iteration 6F: 3 clusters Score -2262712 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2263666.500000 Penalty: 3256.493652
	Iteration 7F: 3 clusters Score -2263666 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2264536.500000 Penalty: 3256.493652
	Iteration 8Q: 3 clusters Score -2264536 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2265258.250000 Penalty: 3256.493652
	Iteration 9Q: 3 clusters Score -2265258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2265780.250000 Penalty: 3256.493652
	Iteration 10Q: 3 clusters Score -2265780 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2266122.000000 Penalty: 3256.493652
	Iteration 11Q: 3 clusters Score -2266122 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2266381.000000 Penalty: 3256.493652
	Iteration 12Q: 3 clusters Score -2266381 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2266593.500000 Penalty: 3256.493652
	Iteration 13Q: 3 clusters Score -2266594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2266765.500000 Penalty: 3256.493652
	Iteration 14Q: 3 clusters Score -2266766 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2266857.000000 Penalty: 3256.493652
	Iteration 15Q: 3 clusters Score -2266857 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2266918.750000 Penalty: 3256.493652
	Iteration 16Q: 3 clusters Score -2266919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2266950.000000 Penalty: 3256.493652
	Iteration 17Q: 3 clusters Score -2266950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2266972.750000 Penalty: 3256.493652
	Iteration 18Q: 3 clusters Score -2266973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2266989.000000 Penalty: 3256.493652
	Iteration 19Q: 3 clusters Score -2266989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2267007.250000 Penalty: 3256.493652
	Iteration 20F: 3 clusters Score -2267007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2267013.500000 Penalty: 3256.493652
	Iteration 21Q: 3 clusters Score -2267014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2267017.500000 Penalty: 3256.493652
	Iteration 22Q: 3 clusters Score -2267018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2267020.500000 Penalty: 3256.493652
	Iteration 23Q: 3 clusters Score -2267020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2267030.250000 Penalty: 3256.493652
	Iteration 24Q: 3 clusters Score -2267030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2267037.250000 Penalty: 3256.493652
	Iteration 25Q: 3 clusters Score -2267037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2267041.250000 Penalty: 3256.493652
	Iteration 26Q: 3 clusters Score -2267041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2267044.750000 Penalty: 3256.493652
	Iteration 27Q: 3 clusters Score -2267045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2267044.000000 Penalty: 3256.493652
	Iteration 28Q: 3 clusters Score -2267044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2267044.250000 Penalty: 3256.493652
	Iteration 29Q: 3 clusters Score -2267044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2267045.750000 Penalty: 3256.493652
	Iteration 30Q: 3 clusters Score -2267046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2267044.750000 Penalty: 3256.493652
	Iteration 31Q: 3 clusters Score -2267045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2267044.750000 Penalty: 3256.493652
	Iteration 32F: 3 clusters Score -2267045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -646922.625000 Penalty: 1421.728394
	Iteration 0F: 2 clusters Score -646922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -642126.000000 Penalty: 2843.456787
	Iteration 0F: 3 clusters Score -642126 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -643607.062500 Penalty: 2843.456787
	Iteration 1F: 3 clusters Score -643607.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -643883.375000 Penalty: 2843.456787
	Iteration 2F: 3 clusters Score -643883.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -644084.812500 Penalty: 2843.456787
	Iteration 3F: 3 clusters Score -644084.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -644237.125000 Penalty: 2843.456787
	Iteration 4Q: 3 clusters Score -644237.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -644360.437500 Penalty: 2843.456787
	Iteration 5Q: 3 clusters Score -644360.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -644473.062500 Penalty: 2843.456787
	Iteration 6Q: 3 clusters Score -644473.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -644549.625000 Penalty: 2843.456787
	Iteration 7Q: 3 clusters Score -644549.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -644609.062500 Penalty: 2843.456787
	Iteration 8Q: 3 clusters Score -644609.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -644683.437500 Penalty: 2843.456787
	Iteration 9Q: 3 clusters Score -644683.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -644754.625000 Penalty: 2843.456787
	Iteration 10Q: 3 clusters Score -644754.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -644818.125000 Penalty: 2843.456787
	Iteration 11Q: 3 clusters Score -644818.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -644875.500000 Penalty: 2843.456787
	Iteration 12Q: 3 clusters Score -644875.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -644923.812500 Penalty: 2843.456787
	Iteration 13Q: 3 clusters Score -644923.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -644969.250000 Penalty: 2843.456787
	Iteration 14Q: 3 clusters Score -644969.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -645025.500000 Penalty: 2843.456787
	Iteration 15Q: 3 clusters Score -645025.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -645090.500000 Penalty: 2843.456787
	Iteration 16Q: 3 clusters Score -645090.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -645151.250000 Penalty: 2843.456787
	Iteration 17Q: 3 clusters Score -645151.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -645225.125000 Penalty: 2843.456787
	Iteration 18Q: 3 clusters Score -645225.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -645307.437500 Penalty: 2843.456787
	Iteration 19Q: 3 clusters Score -645307.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -645364.375000 Penalty: 2843.456787
	Iteration 20F: 3 clusters Score -645364.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -645407.562500 Penalty: 2843.456787
	Iteration 21Q: 3 clusters Score -645407.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -645439.000000 Penalty: 2843.456787
	Iteration 22Q: 3 clusters Score -645439 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -645473.687500 Penalty: 2843.456787
	Iteration 23Q: 3 clusters Score -645473.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -645501.000000 Penalty: 2843.456787
	Iteration 24Q: 3 clusters Score -645501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -645523.125000 Penalty: 2843.456787
	Iteration 25Q: 3 clusters Score -645523.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -645550.375000 Penalty: 2843.456787
	Iteration 26Q: 3 clusters Score -645550.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -645585.000000 Penalty: 2843.456787
	Iteration 27Q: 3 clusters Score -645585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -645615.250000 Penalty: 2843.456787
	Iteration 28Q: 3 clusters Score -645615.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -645640.125000 Penalty: 2843.456787
	Iteration 29Q: 3 clusters Score -645640.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -645663.000000 Penalty: 2843.456787
	Iteration 30Q: 3 clusters Score -645663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -645673.562500 Penalty: 2843.456787
	Iteration 31Q: 3 clusters Score -645673.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -645679.312500 Penalty: 2843.456787
	Iteration 32Q: 3 clusters Score -645679.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -645687.625000 Penalty: 2843.456787
	Iteration 33Q: 3 clusters Score -645687.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -645693.687500 Penalty: 2843.456787
	Iteration 34Q: 3 clusters Score -645693.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -645701.750000 Penalty: 2843.456787
	Iteration 35Q: 3 clusters Score -645701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -645706.375000 Penalty: 2843.456787
	Iteration 36Q: 3 clusters Score -645706.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -645707.937500 Penalty: 2843.456787
	Iteration 37Q: 3 clusters Score -645707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -645711.937500 Penalty: 2843.456787
	Iteration 38Q: 3 clusters Score -645711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -645714.062500 Penalty: 2843.456787
	Iteration 39Q: 3 clusters Score -645714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -645714.125000 Penalty: 2843.456787
	Iteration 40F: 3 clusters Score -645714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -645714.875000 Penalty: 2843.456787
	Iteration 41Q: 3 clusters Score -645714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -645715.687500 Penalty: 2843.456787
	Iteration 42Q: 3 clusters Score -645715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -645715.687500 Penalty: 2843.456787
	Iteration 43Q: 3 clusters Score -645715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -645716.125000 Penalty: 2843.456787
	Iteration 44Q: 3 clusters Score -645716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -645716.125000 Penalty: 2843.456787
	Iteration 45F: 3 clusters Score -645716.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -606758.125000 Penalty: 1418.947144
	Iteration 0F: 2 clusters Score -606758.1 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 3146 members 
Entering Unmasked Estep 
Score: -602024.250000 Penalty: 2837.894287
	Iteration 0F: 3 clusters Score -602024.2 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -603331.375000 Penalty: 2837.894287
	Iteration 1F: 3 clusters Score -603331.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -603584.937500 Penalty: 2837.894287
	Iteration 2F: 3 clusters Score -603584.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -603838.562500 Penalty: 2837.894287
	Iteration 3F: 3 clusters Score -603838.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -604095.562500 Penalty: 2837.894287
	Iteration 4F: 3 clusters Score -604095.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -604351.812500 Penalty: 2837.894287
	Iteration 5F: 3 clusters Score -604351.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -604570.000000 Penalty: 2837.894287
	Iteration 6F: 3 clusters Score -604570 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -604764.125000 Penalty: 2837.894287
	Iteration 7Q: 3 clusters Score -604764.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -604930.187500 Penalty: 2837.894287
	Iteration 8Q: 3 clusters Score -604930.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -605055.250000 Penalty: 2837.894287
	Iteration 9Q: 3 clusters Score -605055.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -605151.812500 Penalty: 2837.894287
	Iteration 10Q: 3 clusters Score -605151.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -605227.812500 Penalty: 2837.894287
	Iteration 11Q: 3 clusters Score -605227.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -605270.437500 Penalty: 2837.894287
	Iteration 12Q: 3 clusters Score -605270.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -605302.562500 Penalty: 2837.894287
	Iteration 13Q: 3 clusters Score -605302.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -605326.562500 Penalty: 2837.894287
	Iteration 14Q: 3 clusters Score -605326.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -605341.500000 Penalty: 2837.894287
	Iteration 15Q: 3 clusters Score -605341.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -605354.062500 Penalty: 2837.894287
	Iteration 16Q: 3 clusters Score -605354.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -605367.000000 Penalty: 2837.894287
	Iteration 17Q: 3 clusters Score -605367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -605373.875000 Penalty: 2837.894287
	Iteration 18Q: 3 clusters Score -605373.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -605379.437500 Penalty: 2837.894287
	Iteration 19Q: 3 clusters Score -605379.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -605381.062500 Penalty: 2837.894287
	Iteration 20F: 3 clusters Score -605381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -605384.625000 Penalty: 2837.894287
	Iteration 21Q: 3 clusters Score -605384.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -605390.000000 Penalty: 2837.894287
	Iteration 22Q: 3 clusters Score -605390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -605393.937500 Penalty: 2837.894287
	Iteration 23Q: 3 clusters Score -605393.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -605396.750000 Penalty: 2837.894287
	Iteration 24Q: 3 clusters Score -605396.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -605402.937500 Penalty: 2837.894287
	Iteration 25Q: 3 clusters Score -605402.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -605407.500000 Penalty: 2837.894287
	Iteration 26Q: 3 clusters Score -605407.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -605414.375000 Penalty: 2837.894287
	Iteration 27Q: 3 clusters Score -605414.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -605423.875000 Penalty: 2837.894287
	Iteration 28Q: 3 clusters Score -605423.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -605428.937500 Penalty: 2837.894287
	Iteration 29Q: 3 clusters Score -605428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -605435.937500 Penalty: 2837.894287
	Iteration 30Q: 3 clusters Score -605435.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -605446.562500 Penalty: 2837.894287
	Iteration 31Q: 3 clusters Score -605446.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -605462.875000 Penalty: 2837.894287
	Iteration 32Q: 3 clusters Score -605462.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -605469.812500 Penalty: 2837.894287
	Iteration 33Q: 3 clusters Score -605469.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -605476.875000 Penalty: 2837.894287
	Iteration 34Q: 3 clusters Score -605476.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -605483.562500 Penalty: 2837.894287
	Iteration 35Q: 3 clusters Score -605483.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -605490.062500 Penalty: 2837.894287
	Iteration 36Q: 3 clusters Score -605490.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -605494.750000 Penalty: 2837.894287
	Iteration 37Q: 3 clusters Score -605494.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -605500.000000 Penalty: 2837.894287
	Iteration 38Q: 3 clusters Score -605500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -605505.437500 Penalty: 2837.894287
	Iteration 39Q: 3 clusters Score -605505.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -605510.125000 Penalty: 2837.894287
	Iteration 40F: 3 clusters Score -605510.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -605516.500000 Penalty: 2837.894287
	Iteration 41Q: 3 clusters Score -605516.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -605522.562500 Penalty: 2837.894287
	Iteration 42Q: 3 clusters Score -605522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -605527.312500 Penalty: 2837.894287
	Iteration 43Q: 3 clusters Score -605527.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -605534.000000 Penalty: 2837.894287
	Iteration 44Q: 3 clusters Score -605534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -605542.750000 Penalty: 2837.894287
	Iteration 45Q: 3 clusters Score -605542.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -605549.125000 Penalty: 2837.894287
	Iteration 46Q: 3 clusters Score -605549.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -605558.062500 Penalty: 2837.894287
	Iteration 47Q: 3 clusters Score -605558.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -605568.250000 Penalty: 2837.894287
	Iteration 48Q: 3 clusters Score -605568.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -605578.687500 Penalty: 2837.894287
	Iteration 49Q: 3 clusters Score -605578.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -605591.875000 Penalty: 2837.894287
	Iteration 50Q: 3 clusters Score -605591.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -605605.312500 Penalty: 2837.894287
	Iteration 51Q: 3 clusters Score -605605.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -605623.750000 Penalty: 2837.894287
	Iteration 52Q: 3 clusters Score -605623.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -605640.562500 Penalty: 2837.894287
	Iteration 53Q: 3 clusters Score -605640.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -605660.562500 Penalty: 2837.894287
	Iteration 54Q: 3 clusters Score -605660.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -605680.812500 Penalty: 2837.894287
	Iteration 55Q: 3 clusters Score -605680.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -605702.375000 Penalty: 2837.894287
	Iteration 56Q: 3 clusters Score -605702.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -605716.250000 Penalty: 2837.894287
	Iteration 57Q: 3 clusters Score -605716.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -605728.937500 Penalty: 2837.894287
	Iteration 58Q: 3 clusters Score -605728.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -605739.937500 Penalty: 2837.894287
	Iteration 59Q: 3 clusters Score -605739.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -605750.375000 Penalty: 2837.894287
	Iteration 60F: 3 clusters Score -605750.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -605761.500000 Penalty: 2837.894287
	Iteration 61Q: 3 clusters Score -605761.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -605768.875000 Penalty: 2837.894287
	Iteration 62Q: 3 clusters Score -605768.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -605777.125000 Penalty: 2837.894287
	Iteration 63Q: 3 clusters Score -605777.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -605787.000000 Penalty: 2837.894287
	Iteration 64Q: 3 clusters Score -605787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -605801.125000 Penalty: 2837.894287
	Iteration 65Q: 3 clusters Score -605801.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -605811.250000 Penalty: 2837.894287
	Iteration 66Q: 3 clusters Score -605811.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -605821.500000 Penalty: 2837.894287
	Iteration 67Q: 3 clusters Score -605821.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -605833.312500 Penalty: 2837.894287
	Iteration 68Q: 3 clusters Score -605833.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -605843.437500 Penalty: 2837.894287
	Iteration 69Q: 3 clusters Score -605843.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -605850.812500 Penalty: 2837.894287
	Iteration 70Q: 3 clusters Score -605850.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -605857.500000 Penalty: 2837.894287
	Iteration 71Q: 3 clusters Score -605857.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -605864.812500 Penalty: 2837.894287
	Iteration 72Q: 3 clusters Score -605864.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -605873.250000 Penalty: 2837.894287
	Iteration 73Q: 3 clusters Score -605873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -605878.687500 Penalty: 2837.894287
	Iteration 74Q: 3 clusters Score -605878.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -605882.937500 Penalty: 2837.894287
	Iteration 75Q: 3 clusters Score -605882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -605888.000000 Penalty: 2837.894287
	Iteration 76Q: 3 clusters Score -605888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -605893.187500 Penalty: 2837.894287
	Iteration 77Q: 3 clusters Score -605893.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -605901.250000 Penalty: 2837.894287
	Iteration 78Q: 3 clusters Score -605901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -605907.062500 Penalty: 2837.894287
	Iteration 79Q: 3 clusters Score -605907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -605911.875000 Penalty: 2837.894287
	Iteration 80F: 3 clusters Score -605911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -605916.125000 Penalty: 2837.894287
	Iteration 81Q: 3 clusters Score -605916.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -605918.875000 Penalty: 2837.894287
	Iteration 82Q: 3 clusters Score -605918.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -605921.500000 Penalty: 2837.894287
	Iteration 83Q: 3 clusters Score -605921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -605924.875000 Penalty: 2837.894287
	Iteration 84Q: 3 clusters Score -605924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -605929.437500 Penalty: 2837.894287
	Iteration 85Q: 3 clusters Score -605929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -605938.000000 Penalty: 2837.894287
	Iteration 86Q: 3 clusters Score -605938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -605941.437500 Penalty: 2837.894287
	Iteration 87Q: 3 clusters Score -605941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -605943.562500 Penalty: 2837.894287
	Iteration 88Q: 3 clusters Score -605943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -605946.500000 Penalty: 2837.894287
	Iteration 89Q: 3 clusters Score -605946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -605948.687500 Penalty: 2837.894287
	Iteration 90Q: 3 clusters Score -605948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -605951.500000 Penalty: 2837.894287
	Iteration 91Q: 3 clusters Score -605951.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -605954.437500 Penalty: 2837.894287
	Iteration 92Q: 3 clusters Score -605954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -605956.250000 Penalty: 2837.894287
	Iteration 93Q: 3 clusters Score -605956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -605960.875000 Penalty: 2837.894287
	Iteration 94Q: 3 clusters Score -605960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -605964.062500 Penalty: 2837.894287
	Iteration 95Q: 3 clusters Score -605964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -605966.687500 Penalty: 2837.894287
	Iteration 96Q: 3 clusters Score -605966.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -605970.500000 Penalty: 2837.894287
	Iteration 97Q: 3 clusters Score -605970.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -605977.750000 Penalty: 2837.894287
	Iteration 98Q: 3 clusters Score -605977.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -605984.625000 Penalty: 2837.894287
	Iteration 99Q: 3 clusters Score -605984.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -605994.937500 Penalty: 2837.894287
	Iteration 100F: 3 clusters Score -605994.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -606011.125000 Penalty: 2837.894287
	Iteration 101Q: 3 clusters Score -606011.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -606025.625000 Penalty: 2837.894287
	Iteration 102Q: 3 clusters Score -606025.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -606042.187500 Penalty: 2837.894287
	Iteration 103Q: 3 clusters Score -606042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -606062.187500 Penalty: 2837.894287
	Iteration 104Q: 3 clusters Score -606062.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -606078.375000 Penalty: 2837.894287
	Iteration 105Q: 3 clusters Score -606078.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -606091.937500 Penalty: 2837.894287
	Iteration 106Q: 3 clusters Score -606091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -606106.125000 Penalty: 2837.894287
	Iteration 107Q: 3 clusters Score -606106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -606115.437500 Penalty: 2837.894287
	Iteration 108Q: 3 clusters Score -606115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -606118.687500 Penalty: 2837.894287
	Iteration 109Q: 3 clusters Score -606118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -606121.250000 Penalty: 2837.894287
	Iteration 110Q: 3 clusters Score -606121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -606124.125000 Penalty: 2837.894287
	Iteration 111Q: 3 clusters Score -606124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -606126.562500 Penalty: 2837.894287
	Iteration 112Q: 3 clusters Score -606126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -606127.437500 Penalty: 2837.894287
	Iteration 113Q: 3 clusters Score -606127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -606127.000000 Penalty: 2837.894287
	Iteration 114Q: 3 clusters Score -606127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -606128.000000 Penalty: 2837.894287
	Iteration 115Q: 3 clusters Score -606128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -606128.125000 Penalty: 2837.894287
	Iteration 116Q: 3 clusters Score -606128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -606127.937500 Penalty: 2837.894287
	Iteration 117Q: 3 clusters Score -606127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -606127.937500 Penalty: 2837.894287
	Iteration 118F: 3 clusters Score -606127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -348602.156250 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -348602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -345471.000000 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -345471 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -346339.906250 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -346339.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -346641.718750 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -346641.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -346941.062500 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -346941.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -347235.375000 Penalty: 2662.585449
	Iteration 4F: 3 clusters Score -347235.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -347479.781250 Penalty: 2662.585449
	Iteration 5F: 3 clusters Score -347479.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -347654.375000 Penalty: 2662.585449
	Iteration 6F: 3 clusters Score -347654.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -347778.500000 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -347778.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -347847.218750 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -347847.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -347887.687500 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -347887.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -347915.062500 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -347915.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -347937.906250 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -347937.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -347951.968750 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -347952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -347962.593750 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -347962.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -347972.875000 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -347972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -347980.062500 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -347980.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -347989.906250 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -347989.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -348002.531250 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -348002.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -348015.562500 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -348015.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -348034.500000 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -348034.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -348049.250000 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -348049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -348062.437500 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -348062.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -348073.468750 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -348073.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -348084.468750 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -348084.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -348092.718750 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -348092.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -348098.968750 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -348099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -348106.750000 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -348106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -348116.812500 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -348116.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -348130.687500 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -348130.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -348140.531250 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -348140.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -348149.250000 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -348149.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -348156.656250 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -348156.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -348163.906250 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -348163.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348172.937500 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -348172.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -348180.843750 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -348180.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -348189.343750 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -348189.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -348194.625000 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -348194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -348201.750000 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -348201.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -348212.781250 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -348212.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -348222.968750 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -348223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -348237.437500 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -348237.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -348252.593750 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -348252.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -348266.281250 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -348266.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -348282.562500 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -348282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -348294.468750 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -348294.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -348303.187500 Penalty: 2662.585449
	Iteration 45Q: 3 clusters Score -348303.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -348306.781250 Penalty: 2662.585449
	Iteration 46Q: 3 clusters Score -348306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -348310.062500 Penalty: 2662.585449
	Iteration 47Q: 3 clusters Score -348310.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -348314.781250 Penalty: 2662.585449
	Iteration 48Q: 3 clusters Score -348314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -348317.656250 Penalty: 2662.585449
	Iteration 49Q: 3 clusters Score -348317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -348320.250000 Penalty: 2662.585449
	Iteration 50Q: 3 clusters Score -348320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -348323.031250 Penalty: 2662.585449
	Iteration 51Q: 3 clusters Score -348323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -348327.875000 Penalty: 2662.585449
	Iteration 52Q: 3 clusters Score -348327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -348330.812500 Penalty: 2662.585449
	Iteration 53Q: 3 clusters Score -348330.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -348335.218750 Penalty: 2662.585449
	Iteration 54Q: 3 clusters Score -348335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -348339.312500 Penalty: 2662.585449
	Iteration 55Q: 3 clusters Score -348339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -348342.281250 Penalty: 2662.585449
	Iteration 56Q: 3 clusters Score -348342.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -348347.000000 Penalty: 2662.585449
	Iteration 57Q: 3 clusters Score -348347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -348351.312500 Penalty: 2662.585449
	Iteration 58Q: 3 clusters Score -348351.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -348354.437500 Penalty: 2662.585449
	Iteration 59Q: 3 clusters Score -348354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -348357.406250 Penalty: 2662.585449
	Iteration 60F: 3 clusters Score -348357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -348358.718750 Penalty: 2662.585449
	Iteration 61Q: 3 clusters Score -348358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -348360.750000 Penalty: 2662.585449
	Iteration 62Q: 3 clusters Score -348360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -348360.750000 Penalty: 2662.585449
	Iteration 63F: 3 clusters Score -348360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51420.296875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -51420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50398.414062 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -50398.41 nChanged 154
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: -50577.453125 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -50577.45 nChanged 38
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: -50620.328125 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -50620.33 nChanged 20
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: -50652.015625 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -50652.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50666.214844 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -50666.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50678.183594 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -50678.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50699.234375 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -50699.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50707.421875 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -50707.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50713.250000 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -50713.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50717.324219 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -50717.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50719.218750 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -50719.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50720.691406 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -50720.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50721.941406 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -50721.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50721.941406 Penalty: 2053.078613
	Iteration 13F: 3 clusters Score -50721.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -408239.468750 Penalty: 1349.721436
	Iteration 0F: 2 clusters Score -408239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -404828.562500 Penalty: 2699.442871
	Iteration 0F: 3 clusters Score -404828.6 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -405706.906250 Penalty: 2699.442871
	Iteration 1F: 3 clusters Score -405706.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -405858.218750 Penalty: 2699.442871
	Iteration 2F: 3 clusters Score -405858.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -405963.781250 Penalty: 2699.442871
	Iteration 3Q: 3 clusters Score -405963.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -406054.937500 Penalty: 2699.442871
	Iteration 4Q: 3 clusters Score -406054.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -406141.781250 Penalty: 2699.442871
	Iteration 5Q: 3 clusters Score -406141.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -406227.187500 Penalty: 2699.442871
	Iteration 6Q: 3 clusters Score -406227.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -406290.062500 Penalty: 2699.442871
	Iteration 7Q: 3 clusters Score -406290.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -406352.562500 Penalty: 2699.442871
	Iteration 8Q: 3 clusters Score -406352.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -406399.812500 Penalty: 2699.442871
	Iteration 9Q: 3 clusters Score -406399.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406453.687500 Penalty: 2699.442871
	Iteration 10Q: 3 clusters Score -406453.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -406515.750000 Penalty: 2699.442871
	Iteration 11Q: 3 clusters Score -406515.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -406572.781250 Penalty: 2699.442871
	Iteration 12Q: 3 clusters Score -406572.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -406628.718750 Penalty: 2699.442871
	Iteration 13Q: 3 clusters Score -406628.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -406684.000000 Penalty: 2699.442871
	Iteration 14Q: 3 clusters Score -406684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -406732.625000 Penalty: 2699.442871
	Iteration 15Q: 3 clusters Score -406732.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -406780.000000 Penalty: 2699.442871
	Iteration 16Q: 3 clusters Score -406780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -406818.156250 Penalty: 2699.442871
	Iteration 17Q: 3 clusters Score -406818.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -406855.656250 Penalty: 2699.442871
	Iteration 18Q: 3 clusters Score -406855.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -406896.750000 Penalty: 2699.442871
	Iteration 19Q: 3 clusters Score -406896.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -406931.031250 Penalty: 2699.442871
	Iteration 20F: 3 clusters Score -406931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -406969.187500 Penalty: 2699.442871
	Iteration 21Q: 3 clusters Score -406969.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -407017.187500 Penalty: 2699.442871
	Iteration 22Q: 3 clusters Score -407017.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -407076.687500 Penalty: 2699.442871
	Iteration 23Q: 3 clusters Score -407076.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -407129.000000 Penalty: 2699.442871
	Iteration 24Q: 3 clusters Score -407129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -407170.625000 Penalty: 2699.442871
	Iteration 25Q: 3 clusters Score -407170.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -407194.250000 Penalty: 2699.442871
	Iteration 26Q: 3 clusters Score -407194.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -407206.437500 Penalty: 2699.442871
	Iteration 27Q: 3 clusters Score -407206.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -407221.031250 Penalty: 2699.442871
	Iteration 28Q: 3 clusters Score -407221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -407233.093750 Penalty: 2699.442871
	Iteration 29Q: 3 clusters Score -407233.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -407244.843750 Penalty: 2699.442871
	Iteration 30Q: 3 clusters Score -407244.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -407256.437500 Penalty: 2699.442871
	Iteration 31Q: 3 clusters Score -407256.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -407264.343750 Penalty: 2699.442871
	Iteration 32Q: 3 clusters Score -407264.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -407273.156250 Penalty: 2699.442871
	Iteration 33Q: 3 clusters Score -407273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -407282.625000 Penalty: 2699.442871
	Iteration 34Q: 3 clusters Score -407282.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -407295.437500 Penalty: 2699.442871
	Iteration 35Q: 3 clusters Score -407295.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -407306.500000 Penalty: 2699.442871
	Iteration 36Q: 3 clusters Score -407306.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -407317.843750 Penalty: 2699.442871
	Iteration 37Q: 3 clusters Score -407317.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -407324.343750 Penalty: 2699.442871
	Iteration 38Q: 3 clusters Score -407324.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407331.500000 Penalty: 2699.442871
	Iteration 39Q: 3 clusters Score -407331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -407338.250000 Penalty: 2699.442871
	Iteration 40F: 3 clusters Score -407338.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -407345.750000 Penalty: 2699.442871
	Iteration 41Q: 3 clusters Score -407345.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -407354.406250 Penalty: 2699.442871
	Iteration 42Q: 3 clusters Score -407354.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -407358.875000 Penalty: 2699.442871
	Iteration 43Q: 3 clusters Score -407358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -407362.125000 Penalty: 2699.442871
	Iteration 44Q: 3 clusters Score -407362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -407365.906250 Penalty: 2699.442871
	Iteration 45Q: 3 clusters Score -407365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -407369.875000 Penalty: 2699.442871
	Iteration 46Q: 3 clusters Score -407369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -407373.156250 Penalty: 2699.442871
	Iteration 47Q: 3 clusters Score -407373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -407375.437500 Penalty: 2699.442871
	Iteration 48Q: 3 clusters Score -407375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -407378.750000 Penalty: 2699.442871
	Iteration 49Q: 3 clusters Score -407378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -407384.343750 Penalty: 2699.442871
	Iteration 50Q: 3 clusters Score -407384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -407391.187500 Penalty: 2699.442871
	Iteration 51Q: 3 clusters Score -407391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -407397.125000 Penalty: 2699.442871
	Iteration 52Q: 3 clusters Score -407397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -407400.406250 Penalty: 2699.442871
	Iteration 53Q: 3 clusters Score -407400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -407402.906250 Penalty: 2699.442871
	Iteration 54Q: 3 clusters Score -407402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -407404.718750 Penalty: 2699.442871
	Iteration 55Q: 3 clusters Score -407404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -407406.593750 Penalty: 2699.442871
	Iteration 56Q: 3 clusters Score -407406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -407407.500000 Penalty: 2699.442871
	Iteration 57Q: 3 clusters Score -407407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -407408.312500 Penalty: 2699.442871
	Iteration 58Q: 3 clusters Score -407408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -407410.906250 Penalty: 2699.442871
	Iteration 59Q: 3 clusters Score -407410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -407412.531250 Penalty: 2699.442871
	Iteration 60F: 3 clusters Score -407412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -407413.906250 Penalty: 2699.442871
	Iteration 61Q: 3 clusters Score -407413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -407415.875000 Penalty: 2699.442871
	Iteration 62Q: 3 clusters Score -407415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -407418.406250 Penalty: 2699.442871
	Iteration 63Q: 3 clusters Score -407418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -407421.812500 Penalty: 2699.442871
	Iteration 64Q: 3 clusters Score -407421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -407425.531250 Penalty: 2699.442871
	Iteration 65Q: 3 clusters Score -407425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -407426.593750 Penalty: 2699.442871
	Iteration 66Q: 3 clusters Score -407426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -407426.187500 Penalty: 2699.442871
	Iteration 67Q: 3 clusters Score -407426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -407427.937500 Penalty: 2699.442871
	Iteration 68Q: 3 clusters Score -407427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -407429.812500 Penalty: 2699.442871
	Iteration 69Q: 3 clusters Score -407429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -407430.656250 Penalty: 2699.442871
	Iteration 70Q: 3 clusters Score -407430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -407431.562500 Penalty: 2699.442871
	Iteration 71Q: 3 clusters Score -407431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -407431.687500 Penalty: 2699.442871
	Iteration 72Q: 3 clusters Score -407431.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -407432.968750 Penalty: 2699.442871
	Iteration 73Q: 3 clusters Score -407433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -407433.281250 Penalty: 2699.442871
	Iteration 74Q: 3 clusters Score -407433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -407433.281250 Penalty: 2699.442871
	Iteration 75Q: 3 clusters Score -407433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -407433.500000 Penalty: 2699.442871
	Iteration 76Q: 3 clusters Score -407433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -407434.062500 Penalty: 2699.442871
	Iteration 77Q: 3 clusters Score -407434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -407434.656250 Penalty: 2699.442871
	Iteration 78Q: 3 clusters Score -407434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -407435.843750 Penalty: 2699.442871
	Iteration 79Q: 3 clusters Score -407435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -407436.468750 Penalty: 2699.442871
	Iteration 80F: 3 clusters Score -407436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -407436.875000 Penalty: 2699.442871
	Iteration 81Q: 3 clusters Score -407436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -407436.875000 Penalty: 2699.442871
	Iteration 82F: 3 clusters Score -407436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -632857.437500 Penalty: 1424.943970
	Iteration 0F: 2 clusters Score -632857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -627983.250000 Penalty: 2849.887939
	Iteration 0F: 3 clusters Score -627983.2 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -629622.437500 Penalty: 2849.887939
	Iteration 1F: 3 clusters Score -629622.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -629964.187500 Penalty: 2849.887939
	Iteration 2F: 3 clusters Score -629964.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -630232.562500 Penalty: 2849.887939
	Iteration 3F: 3 clusters Score -630232.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -630486.312500 Penalty: 2849.887939
	Iteration 4F: 3 clusters Score -630486.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -630699.062500 Penalty: 2849.887939
	Iteration 5F: 3 clusters Score -630699.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -630847.250000 Penalty: 2849.887939
	Iteration 6Q: 3 clusters Score -630847.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -630973.750000 Penalty: 2849.887939
	Iteration 7Q: 3 clusters Score -630973.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -631076.312500 Penalty: 2849.887939
	Iteration 8Q: 3 clusters Score -631076.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -631159.812500 Penalty: 2849.887939
	Iteration 9Q: 3 clusters Score -631159.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -631212.750000 Penalty: 2849.887939
	Iteration 10Q: 3 clusters Score -631212.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -631250.312500 Penalty: 2849.887939
	Iteration 11Q: 3 clusters Score -631250.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -631281.375000 Penalty: 2849.887939
	Iteration 12Q: 3 clusters Score -631281.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -631308.625000 Penalty: 2849.887939
	Iteration 13Q: 3 clusters Score -631308.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -631340.312500 Penalty: 2849.887939
	Iteration 14Q: 3 clusters Score -631340.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -631373.437500 Penalty: 2849.887939
	Iteration 15Q: 3 clusters Score -631373.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -631414.062500 Penalty: 2849.887939
	Iteration 16Q: 3 clusters Score -631414.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -631454.187500 Penalty: 2849.887939
	Iteration 17Q: 3 clusters Score -631454.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -631507.000000 Penalty: 2849.887939
	Iteration 18Q: 3 clusters Score -631507 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -631571.812500 Penalty: 2849.887939
	Iteration 19Q: 3 clusters Score -631571.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -631646.812500 Penalty: 2849.887939
	Iteration 20F: 3 clusters Score -631646.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -631718.812500 Penalty: 2849.887939
	Iteration 21Q: 3 clusters Score -631718.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -631783.937500 Penalty: 2849.887939
	Iteration 22Q: 3 clusters Score -631783.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -631843.687500 Penalty: 2849.887939
	Iteration 23Q: 3 clusters Score -631843.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -631889.312500 Penalty: 2849.887939
	Iteration 24Q: 3 clusters Score -631889.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -631912.250000 Penalty: 2849.887939
	Iteration 25Q: 3 clusters Score -631912.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -631928.875000 Penalty: 2849.887939
	Iteration 26Q: 3 clusters Score -631928.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -631937.125000 Penalty: 2849.887939
	Iteration 27Q: 3 clusters Score -631937.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -631944.375000 Penalty: 2849.887939
	Iteration 28Q: 3 clusters Score -631944.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -631947.937500 Penalty: 2849.887939
	Iteration 29Q: 3 clusters Score -631947.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -631952.875000 Penalty: 2849.887939
	Iteration 30Q: 3 clusters Score -631952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -631954.312500 Penalty: 2849.887939
	Iteration 31Q: 3 clusters Score -631954.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -631957.562500 Penalty: 2849.887939
	Iteration 32Q: 3 clusters Score -631957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -631962.562500 Penalty: 2849.887939
	Iteration 33Q: 3 clusters Score -631962.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -631964.875000 Penalty: 2849.887939
	Iteration 34Q: 3 clusters Score -631964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -631968.625000 Penalty: 2849.887939
	Iteration 35Q: 3 clusters Score -631968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -631972.312500 Penalty: 2849.887939
	Iteration 36Q: 3 clusters Score -631972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -631973.750000 Penalty: 2849.887939
	Iteration 37Q: 3 clusters Score -631973.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -631974.562500 Penalty: 2849.887939
	Iteration 38Q: 3 clusters Score -631974.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -631976.875000 Penalty: 2849.887939
	Iteration 39Q: 3 clusters Score -631976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -631979.062500 Penalty: 2849.887939
	Iteration 40F: 3 clusters Score -631979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -631980.250000 Penalty: 2849.887939
	Iteration 41Q: 3 clusters Score -631980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -631980.625000 Penalty: 2849.887939
	Iteration 42Q: 3 clusters Score -631980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -631980.625000 Penalty: 2849.887939
	Iteration 43Q: 3 clusters Score -631980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -631982.000000 Penalty: 2849.887939
	Iteration 44Q: 3 clusters Score -631982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -631985.437500 Penalty: 2849.887939
	Iteration 45Q: 3 clusters Score -631985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -631985.812500 Penalty: 2849.887939
	Iteration 46Q: 3 clusters Score -631985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -631986.125000 Penalty: 2849.887939
	Iteration 47Q: 3 clusters Score -631986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -631986.562500 Penalty: 2849.887939
	Iteration 48Q: 3 clusters Score -631986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -631988.125000 Penalty: 2849.887939
	Iteration 49Q: 3 clusters Score -631988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -631990.500000 Penalty: 2849.887939
	Iteration 50Q: 3 clusters Score -631990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -631990.687500 Penalty: 2849.887939
	Iteration 51Q: 3 clusters Score -631990.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -631993.312500 Penalty: 2849.887939
	Iteration 52Q: 3 clusters Score -631993.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -631994.875000 Penalty: 2849.887939
	Iteration 53Q: 3 clusters Score -631994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -631999.000000 Penalty: 2849.887939
	Iteration 54Q: 3 clusters Score -631999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -632000.375000 Penalty: 2849.887939
	Iteration 55Q: 3 clusters Score -632000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -632001.687500 Penalty: 2849.887939
	Iteration 56Q: 3 clusters Score -632001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -632002.750000 Penalty: 2849.887939
	Iteration 57Q: 3 clusters Score -632002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -632003.625000 Penalty: 2849.887939
	Iteration 58Q: 3 clusters Score -632003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -632004.000000 Penalty: 2849.887939
	Iteration 59Q: 3 clusters Score -632004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -632004.875000 Penalty: 2849.887939
	Iteration 60F: 3 clusters Score -632004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -632006.312500 Penalty: 2849.887939
	Iteration 61Q: 3 clusters Score -632006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -632007.437500 Penalty: 2849.887939
	Iteration 62Q: 3 clusters Score -632007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -632007.312500 Penalty: 2849.887939
	Iteration 63Q: 3 clusters Score -632007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -632007.437500 Penalty: 2849.887939
	Iteration 64Q: 3 clusters Score -632007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -632007.062500 Penalty: 2849.887939
	Iteration 65Q: 3 clusters Score -632007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -632007.062500 Penalty: 2849.887939
	Iteration 66F: 3 clusters Score -632007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -454565.718750 Penalty: 1393.910767
	Iteration 0F: 2 clusters Score -454565.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -450363.656250 Penalty: 2787.821533
	Iteration 0F: 3 clusters Score -450363.7 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -451772.656250 Penalty: 2787.821533
	Iteration 1F: 3 clusters Score -451772.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -452250.000000 Penalty: 2787.821533
	Iteration 2F: 3 clusters Score -452250 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -452679.218750 Penalty: 2787.821533
	Iteration 3F: 3 clusters Score -452679.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -453073.875000 Penalty: 2787.821533
	Iteration 4F: 3 clusters Score -453073.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -453400.687500 Penalty: 2787.821533
	Iteration 5F: 3 clusters Score -453400.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -453602.281250 Penalty: 2787.821533
	Iteration 6F: 3 clusters Score -453602.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -453728.218750 Penalty: 2787.821533
	Iteration 7Q: 3 clusters Score -453728.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -453803.468750 Penalty: 2787.821533
	Iteration 8Q: 3 clusters Score -453803.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -453865.000000 Penalty: 2787.821533
	Iteration 9Q: 3 clusters Score -453865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -453930.218750 Penalty: 2787.821533
	Iteration 10Q: 3 clusters Score -453930.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -453983.937500 Penalty: 2787.821533
	Iteration 11Q: 3 clusters Score -453983.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -454032.968750 Penalty: 2787.821533
	Iteration 12Q: 3 clusters Score -454033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -454076.406250 Penalty: 2787.821533
	Iteration 13Q: 3 clusters Score -454076.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -454113.281250 Penalty: 2787.821533
	Iteration 14Q: 3 clusters Score -454113.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -454156.312500 Penalty: 2787.821533
	Iteration 15Q: 3 clusters Score -454156.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -454191.843750 Penalty: 2787.821533
	Iteration 16Q: 3 clusters Score -454191.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -454238.968750 Penalty: 2787.821533
	Iteration 17Q: 3 clusters Score -454239 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -454270.156250 Penalty: 2787.821533
	Iteration 18Q: 3 clusters Score -454270.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -454291.625000 Penalty: 2787.821533
	Iteration 19Q: 3 clusters Score -454291.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -454310.281250 Penalty: 2787.821533
	Iteration 20F: 3 clusters Score -454310.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -454332.562500 Penalty: 2787.821533
	Iteration 21Q: 3 clusters Score -454332.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -454349.812500 Penalty: 2787.821533
	Iteration 22Q: 3 clusters Score -454349.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -454365.406250 Penalty: 2787.821533
	Iteration 23Q: 3 clusters Score -454365.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -454377.500000 Penalty: 2787.821533
	Iteration 24Q: 3 clusters Score -454377.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -454384.687500 Penalty: 2787.821533
	Iteration 25Q: 3 clusters Score -454384.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -454389.562500 Penalty: 2787.821533
	Iteration 26Q: 3 clusters Score -454389.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -454396.156250 Penalty: 2787.821533
	Iteration 27Q: 3 clusters Score -454396.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -454403.656250 Penalty: 2787.821533
	Iteration 28Q: 3 clusters Score -454403.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -454408.750000 Penalty: 2787.821533
	Iteration 29Q: 3 clusters Score -454408.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -454410.625000 Penalty: 2787.821533
	Iteration 30Q: 3 clusters Score -454410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -454414.843750 Penalty: 2787.821533
	Iteration 31Q: 3 clusters Score -454414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -454417.000000 Penalty: 2787.821533
	Iteration 32Q: 3 clusters Score -454417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -454418.343750 Penalty: 2787.821533
	Iteration 33Q: 3 clusters Score -454418.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -454422.375000 Penalty: 2787.821533
	Iteration 34Q: 3 clusters Score -454422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -454424.000000 Penalty: 2787.821533
	Iteration 35Q: 3 clusters Score -454424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -454427.218750 Penalty: 2787.821533
	Iteration 36Q: 3 clusters Score -454427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -454427.875000 Penalty: 2787.821533
	Iteration 37Q: 3 clusters Score -454427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -454429.375000 Penalty: 2787.821533
	Iteration 38Q: 3 clusters Score -454429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -454433.593750 Penalty: 2787.821533
	Iteration 39Q: 3 clusters Score -454433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -454435.968750 Penalty: 2787.821533
	Iteration 40F: 3 clusters Score -454436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -454436.156250 Penalty: 2787.821533
	Iteration 41Q: 3 clusters Score -454436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -454438.937500 Penalty: 2787.821533
	Iteration 42Q: 3 clusters Score -454438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -454443.093750 Penalty: 2787.821533
	Iteration 43Q: 3 clusters Score -454443.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -454446.625000 Penalty: 2787.821533
	Iteration 44Q: 3 clusters Score -454446.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -454450.250000 Penalty: 2787.821533
	Iteration 45Q: 3 clusters Score -454450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -454451.250000 Penalty: 2787.821533
	Iteration 46Q: 3 clusters Score -454451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -454451.875000 Penalty: 2787.821533
	Iteration 47Q: 3 clusters Score -454451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -454452.093750 Penalty: 2787.821533
	Iteration 48Q: 3 clusters Score -454452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -454452.093750 Penalty: 2787.821533
	Iteration 49Q: 3 clusters Score -454452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -454452.093750 Penalty: 2787.821533
	Iteration 50F: 3 clusters Score -454452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Entering Unmasked Estep 
Score: -2310455.250000 Penalty: 1628.831543
	Iteration 0F: 2 clusters Score -2310455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2295347.500000 Penalty: 3257.663086
	Iteration 0F: 3 clusters Score -2295348 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2301131.250000 Penalty: 3257.663086
	Iteration 1F: 3 clusters Score -2301131 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2301841.250000 Penalty: 3257.663086
	Iteration 2F: 3 clusters Score -2301841 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2302582.500000 Penalty: 3257.663086
	Iteration 3F: 3 clusters Score -2302582 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2303416.500000 Penalty: 3257.663086
	Iteration 4F: 3 clusters Score -2303416 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2304258.750000 Penalty: 3257.663086
	Iteration 5F: 3 clusters Score -2304259 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2305008.500000 Penalty: 3257.663086
	Iteration 6F: 3 clusters Score -2305008 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2305571.500000 Penalty: 3257.663086
	Iteration 7F: 3 clusters Score -2305572 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2306007.250000 Penalty: 3257.663086
	Iteration 8Q: 3 clusters Score -2306007 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2306335.250000 Penalty: 3257.663086
	Iteration 9Q: 3 clusters Score -2306335 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2306590.750000 Penalty: 3257.663086
	Iteration 10Q: 3 clusters Score -2306591 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2306828.750000 Penalty: 3257.663086
	Iteration 11Q: 3 clusters Score -2306829 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2307056.500000 Penalty: 3257.663086
	Iteration 12Q: 3 clusters Score -2307056 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2307272.500000 Penalty: 3257.663086
	Iteration 13Q: 3 clusters Score -2307272 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2307487.000000 Penalty: 3257.663086
	Iteration 14Q: 3 clusters Score -2307487 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2307704.500000 Penalty: 3257.663086
	Iteration 15Q: 3 clusters Score -2307704 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2307889.500000 Penalty: 3257.663086
	Iteration 16Q: 3 clusters Score -2307890 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2308062.000000 Penalty: 3257.663086
	Iteration 17Q: 3 clusters Score -2308062 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2308232.250000 Penalty: 3257.663086
	Iteration 18Q: 3 clusters Score -2308232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2308395.750000 Penalty: 3257.663086
	Iteration 19Q: 3 clusters Score -2308396 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2308587.250000 Penalty: 3257.663086
	Iteration 20F: 3 clusters Score -2308587 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2308760.500000 Penalty: 3257.663086
	Iteration 21Q: 3 clusters Score -2308760 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2308944.500000 Penalty: 3257.663086
	Iteration 22Q: 3 clusters Score -2308944 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2309060.500000 Penalty: 3257.663086
	Iteration 23Q: 3 clusters Score -2309060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2309134.250000 Penalty: 3257.663086
	Iteration 24Q: 3 clusters Score -2309134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2309178.500000 Penalty: 3257.663086
	Iteration 25Q: 3 clusters Score -2309178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2309198.250000 Penalty: 3257.663086
	Iteration 26Q: 3 clusters Score -2309198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2309216.250000 Penalty: 3257.663086
	Iteration 27Q: 3 clusters Score -2309216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2309225.250000 Penalty: 3257.663086
	Iteration 28Q: 3 clusters Score -2309225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2309235.750000 Penalty: 3257.663086
	Iteration 29Q: 3 clusters Score -2309236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2309244.000000 Penalty: 3257.663086
	Iteration 30Q: 3 clusters Score -2309244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2309245.500000 Penalty: 3257.663086
	Iteration 31Q: 3 clusters Score -2309246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2309248.250000 Penalty: 3257.663086
	Iteration 32Q: 3 clusters Score -2309248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2309251.250000 Penalty: 3257.663086
	Iteration 33Q: 3 clusters Score -2309251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2309261.500000 Penalty: 3257.663086
	Iteration 34Q: 3 clusters Score -2309262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2309259.500000 Penalty: 3257.663086
	Iteration 35Q: 3 clusters Score -2309260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2309261.000000 Penalty: 3257.663086
	Iteration 36Q: 3 clusters Score -2309261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2309266.500000 Penalty: 3257.663086
	Iteration 37Q: 3 clusters Score -2309266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2309266.000000 Penalty: 3257.663086
	Iteration 38Q: 3 clusters Score -2309266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2309269.750000 Penalty: 3257.663086
	Iteration 39Q: 3 clusters Score -2309270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2309268.500000 Penalty: 3257.663086
	Iteration 40F: 3 clusters Score -2309268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2309271.500000 Penalty: 3257.663086
	Iteration 41Q: 3 clusters Score -2309272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2309270.000000 Penalty: 3257.663086
	Iteration 42Q: 3 clusters Score -2309270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2309271.000000 Penalty: 3257.663086
	Iteration 43Q: 3 clusters Score -2309271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2309269.000000 Penalty: 3257.663086
	Iteration 44Q: 3 clusters Score -2309269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2309272.750000 Penalty: 3257.663086
	Iteration 45Q: 3 clusters Score -2309273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2309273.000000 Penalty: 3257.663086
	Iteration 46Q: 3 clusters Score -2309273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2309276.750000 Penalty: 3257.663086
	Iteration 47Q: 3 clusters Score -2309277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2309278.000000 Penalty: 3257.663086
	Iteration 48Q: 3 clusters Score -2309278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2309275.750000 Penalty: 3257.663086
	Iteration 49Q: 3 clusters Score -2309276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2309276.750000 Penalty: 3257.663086
	Iteration 50Q: 3 clusters Score -2309277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2309276.750000 Penalty: 3257.663086
	Iteration 51F: 3 clusters Score -2309277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -154758.484375 Penalty: 1186.765137
	Iteration 0F: 2 clusters Score -154758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152988.187500 Penalty: 2373.530273
	Iteration 0F: 3 clusters Score -152988.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153304.500000 Penalty: 2373.530273
	Iteration 1F: 3 clusters Score -153304.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153382.828125 Penalty: 2373.530273
	Iteration 2F: 3 clusters Score -153382.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -153412.312500 Penalty: 2373.530273
	Iteration 3Q: 3 clusters Score -153412.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -153435.796875 Penalty: 2373.530273
	Iteration 4Q: 3 clusters Score -153435.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153452.156250 Penalty: 2373.530273
	Iteration 5Q: 3 clusters Score -153452.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153463.859375 Penalty: 2373.530273
	Iteration 6Q: 3 clusters Score -153463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153468.390625 Penalty: 2373.530273
	Iteration 7Q: 3 clusters Score -153468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153469.718750 Penalty: 2373.530273
	Iteration 8Q: 3 clusters Score -153469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153471.484375 Penalty: 2373.530273
	Iteration 9Q: 3 clusters Score -153471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153472.468750 Penalty: 2373.530273
	Iteration 10Q: 3 clusters Score -153472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153474.015625 Penalty: 2373.530273
	Iteration 11Q: 3 clusters Score -153474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153474.484375 Penalty: 2373.530273
	Iteration 12Q: 3 clusters Score -153474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153474.906250 Penalty: 2373.530273
	Iteration 13Q: 3 clusters Score -153474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153475.046875 Penalty: 2373.530273
	Iteration 14Q: 3 clusters Score -153475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -153475.046875 Penalty: 2373.530273
	Iteration 15F: 3 clusters Score -153475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -680292.500000 Penalty: 1429.011353
	Iteration 0F: 2 clusters Score -680292.5 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 3265 members 
Entering Unmasked Estep 
Score: -675251.062500 Penalty: 2858.022705
	Iteration 0F: 3 clusters Score -675251.1 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -676725.937500 Penalty: 2858.022705
	Iteration 1F: 3 clusters Score -676725.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -676919.875000 Penalty: 2858.022705
	Iteration 2F: 3 clusters Score -676919.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -677062.125000 Penalty: 2858.022705
	Iteration 3Q: 3 clusters Score -677062.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -677176.250000 Penalty: 2858.022705
	Iteration 4Q: 3 clusters Score -677176.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -677290.000000 Penalty: 2858.022705
	Iteration 5Q: 3 clusters Score -677290 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -677402.187500 Penalty: 2858.022705
	Iteration 6Q: 3 clusters Score -677402.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -677524.187500 Penalty: 2858.022705
	Iteration 7Q: 3 clusters Score -677524.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -677650.625000 Penalty: 2858.022705
	Iteration 8Q: 3 clusters Score -677650.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -677785.812500 Penalty: 2858.022705
	Iteration 9Q: 3 clusters Score -677785.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -677939.312500 Penalty: 2858.022705
	Iteration 10Q: 3 clusters Score -677939.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -678082.750000 Penalty: 2858.022705
	Iteration 11Q: 3 clusters Score -678082.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -678238.062500 Penalty: 2858.022705
	Iteration 12Q: 3 clusters Score -678238.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -678378.312500 Penalty: 2858.022705
	Iteration 13Q: 3 clusters Score -678378.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -678490.750000 Penalty: 2858.022705
	Iteration 14Q: 3 clusters Score -678490.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -678595.812500 Penalty: 2858.022705
	Iteration 15Q: 3 clusters Score -678595.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -678674.437500 Penalty: 2858.022705
	Iteration 16Q: 3 clusters Score -678674.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -678724.000000 Penalty: 2858.022705
	Iteration 17Q: 3 clusters Score -678724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -678766.187500 Penalty: 2858.022705
	Iteration 18Q: 3 clusters Score -678766.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -678809.750000 Penalty: 2858.022705
	Iteration 19Q: 3 clusters Score -678809.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -678869.562500 Penalty: 2858.022705
	Iteration 20F: 3 clusters Score -678869.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -678935.375000 Penalty: 2858.022705
	Iteration 21Q: 3 clusters Score -678935.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -678991.875000 Penalty: 2858.022705
	Iteration 22Q: 3 clusters Score -678991.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -679035.312500 Penalty: 2858.022705
	Iteration 23Q: 3 clusters Score -679035.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -679087.375000 Penalty: 2858.022705
	Iteration 24Q: 3 clusters Score -679087.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -679135.625000 Penalty: 2858.022705
	Iteration 25Q: 3 clusters Score -679135.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -679177.312500 Penalty: 2858.022705
	Iteration 26Q: 3 clusters Score -679177.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -679210.375000 Penalty: 2858.022705
	Iteration 27Q: 3 clusters Score -679210.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -679224.437500 Penalty: 2858.022705
	Iteration 28Q: 3 clusters Score -679224.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -679237.187500 Penalty: 2858.022705
	Iteration 29Q: 3 clusters Score -679237.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -679243.250000 Penalty: 2858.022705
	Iteration 30Q: 3 clusters Score -679243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -679244.937500 Penalty: 2858.022705
	Iteration 31Q: 3 clusters Score -679244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -679248.125000 Penalty: 2858.022705
	Iteration 32Q: 3 clusters Score -679248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -679249.750000 Penalty: 2858.022705
	Iteration 33Q: 3 clusters Score -679249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -679251.000000 Penalty: 2858.022705
	Iteration 34Q: 3 clusters Score -679251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -679252.625000 Penalty: 2858.022705
	Iteration 35Q: 3 clusters Score -679252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -679254.000000 Penalty: 2858.022705
	Iteration 36Q: 3 clusters Score -679254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -679253.875000 Penalty: 2858.022705
	Iteration 37Q: 3 clusters Score -679253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -679253.000000 Penalty: 2858.022705
	Iteration 38Q: 3 clusters Score -679253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -679253.000000 Penalty: 2858.022705
	Iteration 39Q: 3 clusters Score -679253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -679254.312500 Penalty: 2858.022705
	Iteration 40F: 3 clusters Score -679254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -679254.625000 Penalty: 2858.022705
	Iteration 41Q: 3 clusters Score -679254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -679254.625000 Penalty: 2858.022705
	Iteration 42F: 3 clusters Score -679254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -192181.796875 Penalty: 1226.297485
	Iteration 0F: 2 clusters Score -192181.8 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 957 members 
Entering Unmasked Estep 
Score: -190179.375000 Penalty: 2452.594971
	Iteration 0F: 3 clusters Score -190179.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -190575.015625 Penalty: 2452.594971
	Iteration 1F: 3 clusters Score -190575 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -190650.250000 Penalty: 2452.594971
	Iteration 2F: 3 clusters Score -190650.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190702.218750 Penalty: 2452.594971
	Iteration 3Q: 3 clusters Score -190702.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -190738.640625 Penalty: 2452.594971
	Iteration 4Q: 3 clusters Score -190738.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -190763.984375 Penalty: 2452.594971
	Iteration 5Q: 3 clusters Score -190764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -190783.156250 Penalty: 2452.594971
	Iteration 6Q: 3 clusters Score -190783.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190800.031250 Penalty: 2452.594971
	Iteration 7Q: 3 clusters Score -190800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -190813.546875 Penalty: 2452.594971
	Iteration 8Q: 3 clusters Score -190813.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -190831.296875 Penalty: 2452.594971
	Iteration 9Q: 3 clusters Score -190831.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190846.750000 Penalty: 2452.594971
	Iteration 10Q: 3 clusters Score -190846.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -190856.828125 Penalty: 2452.594971
	Iteration 11Q: 3 clusters Score -190856.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -190861.312500 Penalty: 2452.594971
	Iteration 12Q: 3 clusters Score -190861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -190865.281250 Penalty: 2452.594971
	Iteration 13Q: 3 clusters Score -190865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -190872.703125 Penalty: 2452.594971
	Iteration 14Q: 3 clusters Score -190872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -190876.859375 Penalty: 2452.594971
	Iteration 15Q: 3 clusters Score -190876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190879.781250 Penalty: 2452.594971
	Iteration 16Q: 3 clusters Score -190879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -190881.937500 Penalty: 2452.594971
	Iteration 17Q: 3 clusters Score -190881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -190882.781250 Penalty: 2452.594971
	Iteration 18Q: 3 clusters Score -190882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -190883.125000 Penalty: 2452.594971
	Iteration 19Q: 3 clusters Score -190883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -190884.031250 Penalty: 2452.594971
	Iteration 20F: 3 clusters Score -190884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -190885.625000 Penalty: 2452.594971
	Iteration 21Q: 3 clusters Score -190885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -190885.953125 Penalty: 2452.594971
	Iteration 22Q: 3 clusters Score -190886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -190887.593750 Penalty: 2452.594971
	Iteration 23Q: 3 clusters Score -190887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -190888.578125 Penalty: 2452.594971
	Iteration 24Q: 3 clusters Score -190888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -190891.921875 Penalty: 2452.594971
	Iteration 25Q: 3 clusters Score -190891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -190893.984375 Penalty: 2452.594971
	Iteration 26Q: 3 clusters Score -190894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -190896.781250 Penalty: 2452.594971
	Iteration 27Q: 3 clusters Score -190896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -190899.906250 Penalty: 2452.594971
	Iteration 28Q: 3 clusters Score -190899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -190901.406250 Penalty: 2452.594971
	Iteration 29Q: 3 clusters Score -190901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -190901.734375 Penalty: 2452.594971
	Iteration 30Q: 3 clusters Score -190901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -190901.843750 Penalty: 2452.594971
	Iteration 31Q: 3 clusters Score -190901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -190902.406250 Penalty: 2452.594971
	Iteration 32Q: 3 clusters Score -190902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -190902.406250 Penalty: 2452.594971
	Iteration 33F: 3 clusters Score -190902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -785634.375000 Penalty: 1454.419434
	Iteration 0F: 2 clusters Score -785634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -779912.812500 Penalty: 2908.838867
	Iteration 0F: 3 clusters Score -779912.8 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -781702.062500 Penalty: 2908.838867
	Iteration 1F: 3 clusters Score -781702.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -781995.187500 Penalty: 2908.838867
	Iteration 2F: 3 clusters Score -781995.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -782275.125000 Penalty: 2908.838867
	Iteration 3F: 3 clusters Score -782275.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -782533.062500 Penalty: 2908.838867
	Iteration 4F: 3 clusters Score -782533.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -782827.437500 Penalty: 2908.838867
	Iteration 5F: 3 clusters Score -782827.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -783125.062500 Penalty: 2908.838867
	Iteration 6F: 3 clusters Score -783125.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -783463.875000 Penalty: 2908.838867
	Iteration 7F: 3 clusters Score -783463.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -783762.562500 Penalty: 2908.838867
	Iteration 8Q: 3 clusters Score -783762.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -783995.062500 Penalty: 2908.838867
	Iteration 9Q: 3 clusters Score -783995.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -784152.125000 Penalty: 2908.838867
	Iteration 10Q: 3 clusters Score -784152.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -784263.437500 Penalty: 2908.838867
	Iteration 11Q: 3 clusters Score -784263.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -784370.687500 Penalty: 2908.838867
	Iteration 12Q: 3 clusters Score -784370.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -784454.125000 Penalty: 2908.838867
	Iteration 13Q: 3 clusters Score -784454.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -784508.250000 Penalty: 2908.838867
	Iteration 14Q: 3 clusters Score -784508.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -784537.125000 Penalty: 2908.838867
	Iteration 15Q: 3 clusters Score -784537.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -784560.812500 Penalty: 2908.838867
	Iteration 16Q: 3 clusters Score -784560.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -784578.125000 Penalty: 2908.838867
	Iteration 17Q: 3 clusters Score -784578.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -784591.000000 Penalty: 2908.838867
	Iteration 18Q: 3 clusters Score -784591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -784604.250000 Penalty: 2908.838867
	Iteration 19Q: 3 clusters Score -784604.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -784614.062500 Penalty: 2908.838867
	Iteration 20F: 3 clusters Score -784614.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -784618.312500 Penalty: 2908.838867
	Iteration 21Q: 3 clusters Score -784618.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -784624.312500 Penalty: 2908.838867
	Iteration 22Q: 3 clusters Score -784624.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -784629.437500 Penalty: 2908.838867
	Iteration 23Q: 3 clusters Score -784629.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -784633.375000 Penalty: 2908.838867
	Iteration 24Q: 3 clusters Score -784633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -784641.437500 Penalty: 2908.838867
	Iteration 25Q: 3 clusters Score -784641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -784650.812500 Penalty: 2908.838867
	Iteration 26Q: 3 clusters Score -784650.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -784656.437500 Penalty: 2908.838867
	Iteration 27Q: 3 clusters Score -784656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -784664.625000 Penalty: 2908.838867
	Iteration 28Q: 3 clusters Score -784664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -784669.562500 Penalty: 2908.838867
	Iteration 29Q: 3 clusters Score -784669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -784676.250000 Penalty: 2908.838867
	Iteration 30Q: 3 clusters Score -784676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -784678.687500 Penalty: 2908.838867
	Iteration 31Q: 3 clusters Score -784678.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -784681.437500 Penalty: 2908.838867
	Iteration 32Q: 3 clusters Score -784681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -784684.000000 Penalty: 2908.838867
	Iteration 33Q: 3 clusters Score -784684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -784688.750000 Penalty: 2908.838867
	Iteration 34Q: 3 clusters Score -784688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -784690.250000 Penalty: 2908.838867
	Iteration 35Q: 3 clusters Score -784690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -784691.500000 Penalty: 2908.838867
	Iteration 36Q: 3 clusters Score -784691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -784691.500000 Penalty: 2908.838867
	Iteration 37F: 3 clusters Score -784691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -258249.234375 Penalty: 1279.150024
	Iteration 0F: 2 clusters Score -258249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -255730.750000 Penalty: 2558.300049
	Iteration 0F: 3 clusters Score -255730.8 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -256334.281250 Penalty: 2558.300049
	Iteration 1F: 3 clusters Score -256334.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -256488.656250 Penalty: 2558.300049
	Iteration 2F: 3 clusters Score -256488.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -256611.750000 Penalty: 2558.300049
	Iteration 3F: 3 clusters Score -256611.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -256704.312500 Penalty: 2558.300049
	Iteration 4Q: 3 clusters Score -256704.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -256774.000000 Penalty: 2558.300049
	Iteration 5Q: 3 clusters Score -256774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -256827.437500 Penalty: 2558.300049
	Iteration 6Q: 3 clusters Score -256827.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -256877.500000 Penalty: 2558.300049
	Iteration 7Q: 3 clusters Score -256877.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -256943.640625 Penalty: 2558.300049
	Iteration 8Q: 3 clusters Score -256943.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -257005.718750 Penalty: 2558.300049
	Iteration 9Q: 3 clusters Score -257005.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -257070.859375 Penalty: 2558.300049
	Iteration 10Q: 3 clusters Score -257070.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -257125.171875 Penalty: 2558.300049
	Iteration 11Q: 3 clusters Score -257125.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -257164.703125 Penalty: 2558.300049
	Iteration 12Q: 3 clusters Score -257164.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -257197.343750 Penalty: 2558.300049
	Iteration 13Q: 3 clusters Score -257197.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -257221.312500 Penalty: 2558.300049
	Iteration 14Q: 3 clusters Score -257221.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -257240.703125 Penalty: 2558.300049
	Iteration 15Q: 3 clusters Score -257240.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -257257.609375 Penalty: 2558.300049
	Iteration 16Q: 3 clusters Score -257257.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -257269.046875 Penalty: 2558.300049
	Iteration 17Q: 3 clusters Score -257269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -257278.265625 Penalty: 2558.300049
	Iteration 18Q: 3 clusters Score -257278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -257286.421875 Penalty: 2558.300049
	Iteration 19Q: 3 clusters Score -257286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -257292.578125 Penalty: 2558.300049
	Iteration 20F: 3 clusters Score -257292.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -257304.906250 Penalty: 2558.300049
	Iteration 21Q: 3 clusters Score -257304.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -257313.656250 Penalty: 2558.300049
	Iteration 22Q: 3 clusters Score -257313.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -257319.984375 Penalty: 2558.300049
	Iteration 23Q: 3 clusters Score -257320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -257325.328125 Penalty: 2558.300049
	Iteration 24Q: 3 clusters Score -257325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -257330.500000 Penalty: 2558.300049
	Iteration 25Q: 3 clusters Score -257330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -257335.390625 Penalty: 2558.300049
	Iteration 26Q: 3 clusters Score -257335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -257339.125000 Penalty: 2558.300049
	Iteration 27Q: 3 clusters Score -257339.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -257343.796875 Penalty: 2558.300049
	Iteration 28Q: 3 clusters Score -257343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -257347.546875 Penalty: 2558.300049
	Iteration 29Q: 3 clusters Score -257347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -257350.078125 Penalty: 2558.300049
	Iteration 30Q: 3 clusters Score -257350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -257351.078125 Penalty: 2558.300049
	Iteration 31Q: 3 clusters Score -257351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -257352.109375 Penalty: 2558.300049
	Iteration 32Q: 3 clusters Score -257352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -257352.359375 Penalty: 2558.300049
	Iteration 33Q: 3 clusters Score -257352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -257353.375000 Penalty: 2558.300049
	Iteration 34Q: 3 clusters Score -257353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -257353.375000 Penalty: 2558.300049
	Iteration 35F: 3 clusters Score -257353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114077 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9947 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3121 members 
Mstep: Class 28 contains 30242 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 22471 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6594 members 
Mstep: Class 41 contains 1894 members 
Mstep: Class 42 contains 7710 members 
Mstep: Class 43 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934920.000000 Penalty: 92448.960938
Iteration 119Q: 44 clusters Score -5.493492e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 9260 members 
Mstep: Class 3 contains 8080 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114078 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10016 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7921 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8015 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3122 members 
Mstep: Class 28 contains 30222 members 
Mstep: Class 29 contains 2951 members 
Mstep: Class 30 contains 22441 members 
Mstep: Class 31 contains 6301 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 5314 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1485 members 
Mstep: Class 40 contains 6624 members 
Mstep: Class 41 contains 1899 members 
Mstep: Class 42 contains 7730 members 
Mstep: Class 43 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934900.000000 Penalty: 92448.960938
Iteration 120F: 44 clusters Score -5.49349e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 21639 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114080 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 7914 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3371 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8033 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3123 members 
Mstep: Class 28 contains 30200 members 
Mstep: Class 29 contains 2945 members 
Mstep: Class 30 contains 22417 members 
Mstep: Class 31 contains 6301 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 5315 members 
Mstep: Class 38 contains 22553 members 
Mstep: Class 39 contains 1484 members 
Mstep: Class 40 contains 6657 members 
Mstep: Class 41 contains 1900 members 
Mstep: Class 42 contains 7744 members 
Mstep: Class 43 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934960.000000 Penalty: 92448.960938
Iteration 121Q: 44 clusters Score -5.493496e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 8066 members 
Mstep: Class 4 contains 21639 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114081 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 5173 members 
Mstep: Class 13 contains 7907 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 43356 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 30185 members 
Mstep: Class 29 contains 2944 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4034 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 5317 members 
Mstep: Class 38 contains 22551 members 
Mstep: Class 39 contains 1481 members 
Mstep: Class 40 contains 6693 members 
Mstep: Class 41 contains 1900 members 
Mstep: Class 42 contains 7755 members 
Mstep: Class 43 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934940.000000 Penalty: 92448.960938
Iteration 122Q: 44 clusters Score -5.493494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 9260 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 21642 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114082 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10026 members 
Mstep: Class 10 contains 9912 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 7900 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 4803 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8065 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 30169 members 
Mstep: Class 29 contains 2943 members 
Mstep: Class 30 contains 22380 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 6199 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 6433 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22548 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6717 members 
Mstep: Class 41 contains 1900 members 
Mstep: Class 42 contains 7770 members 
Mstep: Class 43 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934980.000000 Penalty: 92448.960938
Iteration 123Q: 44 clusters Score -5.493498e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 4 contains 21647 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114086 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10029 members 
Mstep: Class 10 contains 9906 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 7892 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4807 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 30143 members 
Mstep: Class 29 contains 2944 members 
Mstep: Class 30 contains 22357 members 
Mstep: Class 31 contains 6308 members 
Mstep: Class 32 contains 6200 members 
Mstep: Class 33 contains 3616 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 6435 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6745 members 
Mstep: Class 41 contains 1900 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934984.000000 Penalty: 92448.960938
Iteration 124Q: 44 clusters Score -5.493498e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 8055 members 
Mstep: Class 4 contains 21646 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114094 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43356 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8088 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 3127 members 
Mstep: Class 28 contains 30113 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 22336 members 
Mstep: Class 31 contains 6312 members 
Mstep: Class 32 contains 6200 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4020 members 
Mstep: Class 36 contains 6436 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22552 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6784 members 
Mstep: Class 41 contains 1900 members 
Mstep: Class 42 contains 7797 members 
Mstep: Class 43 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935088.000000 Penalty: 92448.960938
Iteration 125Q: 44 clusters Score -5.493509e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 9250 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 21646 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114095 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 3129 members 
Mstep: Class 28 contains 30090 members 
Mstep: Class 29 contains 2945 members 
Mstep: Class 30 contains 22324 members 
Mstep: Class 31 contains 6315 members 
Mstep: Class 32 contains 6200 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4018 members 
Mstep: Class 36 contains 6438 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22554 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6827 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 7806 members 
Mstep: Class 43 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54934992.000000 Penalty: 92448.960938
Iteration 126Q: 44 clusters Score -5.493499e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 21641 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114102 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10037 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 7889 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8096 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 3129 members 
Mstep: Class 28 contains 30072 members 
Mstep: Class 29 contains 2943 members 
Mstep: Class 30 contains 22303 members 
Mstep: Class 31 contains 6317 members 
Mstep: Class 32 contains 6200 members 
Mstep: Class 33 contains 3624 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4014 members 
Mstep: Class 36 contains 6439 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22556 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6864 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 7823 members 
Mstep: Class 43 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935036.000000 Penalty: 92448.960938
Iteration 127Q: 44 clusters Score -5.493504e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 9249 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 21638 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114110 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10041 members 
Mstep: Class 10 contains 9843 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7889 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 30051 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 22280 members 
Mstep: Class 31 contains 6322 members 
Mstep: Class 32 contains 6201 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 6440 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 22554 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6898 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 7837 members 
Mstep: Class 43 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935052.000000 Penalty: 92448.960938
Iteration 128Q: 44 clusters Score -5.493505e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 21638 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114112 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10042 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4831 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43358 members 
Mstep: Class 18 contains 75069 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8102 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5157 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 30036 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 6328 members 
Mstep: Class 32 contains 6201 members 
Mstep: Class 33 contains 3631 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 4006 members 
Mstep: Class 36 contains 6441 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22555 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6929 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 7848 members 
Mstep: Class 43 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935096.000000 Penalty: 92448.960938
Iteration 129Q: 44 clusters Score -5.49351e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 9239 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 21639 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114114 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10045 members 
Mstep: Class 10 contains 9823 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7888 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4837 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43360 members 
Mstep: Class 18 contains 75069 members 
Mstep: Class 19 contains 3320 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8106 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 30014 members 
Mstep: Class 29 contains 2940 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 6335 members 
Mstep: Class 32 contains 6202 members 
Mstep: Class 33 contains 3633 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 6441 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22559 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6962 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 7854 members 
Mstep: Class 43 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935200.000000 Penalty: 92448.960938
Iteration 130Q: 44 clusters Score -5.49352e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 8041 members 
Mstep: Class 4 contains 21642 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114114 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7886 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4838 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3319 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8116 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 3131 members 
Mstep: Class 28 contains 29990 members 
Mstep: Class 29 contains 2940 members 
Mstep: Class 30 contains 22222 members 
Mstep: Class 31 contains 6340 members 
Mstep: Class 32 contains 6202 members 
Mstep: Class 33 contains 3639 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3993 members 
Mstep: Class 36 contains 6442 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22558 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 6990 members 
Mstep: Class 41 contains 1904 members 
Mstep: Class 42 contains 7859 members 
Mstep: Class 43 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935212.000000 Penalty: 92448.960938
Iteration 131Q: 44 clusters Score -5.493521e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 8040 members 
Mstep: Class 4 contains 21647 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114112 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 9787 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7882 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43352 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3321 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8121 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 3133 members 
Mstep: Class 28 contains 29971 members 
Mstep: Class 29 contains 2939 members 
Mstep: Class 30 contains 22213 members 
Mstep: Class 31 contains 6343 members 
Mstep: Class 32 contains 6203 members 
Mstep: Class 33 contains 3643 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 6443 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22560 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7024 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7865 members 
Mstep: Class 43 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935232.000000 Penalty: 92448.960938
Iteration 132Q: 44 clusters Score -5.493523e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 21648 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114114 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10055 members 
Mstep: Class 10 contains 9761 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 13 contains 7878 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4847 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 43347 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8131 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 3136 members 
Mstep: Class 28 contains 29954 members 
Mstep: Class 29 contains 2939 members 
Mstep: Class 30 contains 22200 members 
Mstep: Class 31 contains 6351 members 
Mstep: Class 32 contains 6203 members 
Mstep: Class 33 contains 3647 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 6444 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22559 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7061 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7867 members 
Mstep: Class 43 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935264.000000 Penalty: 92448.960938
Iteration 133Q: 44 clusters Score -5.493526e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 21649 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114118 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10056 members 
Mstep: Class 10 contains 9735 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7874 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 8653 members 
Mstep: Class 17 contains 43345 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8141 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 3137 members 
Mstep: Class 28 contains 29942 members 
Mstep: Class 29 contains 2937 members 
Mstep: Class 30 contains 22185 members 
Mstep: Class 31 contains 6354 members 
Mstep: Class 32 contains 6203 members 
Mstep: Class 33 contains 3652 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3978 members 
Mstep: Class 36 contains 6446 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7102 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 7871 members 
Mstep: Class 43 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935340.000000 Penalty: 92448.960938
Iteration 134Q: 44 clusters Score -5.493534e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 21649 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114119 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 4848 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 43344 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3307 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8148 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 3139 members 
Mstep: Class 28 contains 29928 members 
Mstep: Class 29 contains 2936 members 
Mstep: Class 30 contains 22172 members 
Mstep: Class 31 contains 6358 members 
Mstep: Class 32 contains 6204 members 
Mstep: Class 33 contains 3656 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3970 members 
Mstep: Class 36 contains 6448 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22565 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7138 members 
Mstep: Class 41 contains 1908 members 
Mstep: Class 42 contains 7874 members 
Mstep: Class 43 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935392.000000 Penalty: 92448.960938
Iteration 135Q: 44 clusters Score -5.493539e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 9228 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 21649 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114119 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 8657 members 
Mstep: Class 17 contains 43341 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 8152 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 5169 members 
Mstep: Class 27 contains 3141 members 
Mstep: Class 28 contains 29902 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 22162 members 
Mstep: Class 31 contains 6363 members 
Mstep: Class 32 contains 6204 members 
Mstep: Class 33 contains 3658 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3963 members 
Mstep: Class 36 contains 6449 members 
Mstep: Class 37 contains 5318 members 
Mstep: Class 38 contains 22564 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7192 members 
Mstep: Class 41 contains 1910 members 
Mstep: Class 42 contains 7877 members 
Mstep: Class 43 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935344.000000 Penalty: 92448.960938
Iteration 136Q: 44 clusters Score -5.493534e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 9220 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 21656 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 114120 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10073 members 
Mstep: Class 10 contains 9651 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7860 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 43339 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8154 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 3142 members 
Mstep: Class 28 contains 29874 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22156 members 
Mstep: Class 31 contains 6365 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3658 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3963 members 
Mstep: Class 36 contains 6448 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22565 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7240 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 7881 members 
Mstep: Class 43 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935320.000000 Penalty: 92448.960938
Iteration 137Q: 44 clusters Score -5.493532e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 9220 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114119 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 7852 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 43336 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8158 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2457 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 3144 members 
Mstep: Class 28 contains 29859 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 22151 members 
Mstep: Class 31 contains 6365 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3662 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3963 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22565 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7269 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 7889 members 
Mstep: Class 43 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935376.000000 Penalty: 92448.960938
Iteration 138Q: 44 clusters Score -5.493538e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 21663 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114122 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 7848 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 4857 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8161 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2458 members 
Mstep: Class 26 contains 5184 members 
Mstep: Class 27 contains 3145 members 
Mstep: Class 28 contains 29834 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22139 members 
Mstep: Class 31 contains 6367 members 
Mstep: Class 32 contains 6204 members 
Mstep: Class 33 contains 3667 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3962 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 22566 members 
Mstep: Class 39 contains 1476 members 
Mstep: Class 40 contains 7305 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 7899 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935352.000000 Penalty: 92448.960938
Iteration 139Q: 44 clusters Score -5.493535e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9221 members 
Mstep: Class 3 contains 8041 members 
Mstep: Class 4 contains 21663 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114122 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 7841 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 43329 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8169 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2459 members 
Mstep: Class 26 contains 5186 members 
Mstep: Class 27 contains 3146 members 
Mstep: Class 28 contains 29816 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22119 members 
Mstep: Class 31 contains 6370 members 
Mstep: Class 32 contains 6204 members 
Mstep: Class 33 contains 3670 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3964 members 
Mstep: Class 36 contains 6446 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22567 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7342 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 7906 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935308.000000 Penalty: 92448.960938
Iteration 140F: 44 clusters Score -5.493531e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9219 members 
Mstep: Class 3 contains 8043 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114125 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5190 members 
Mstep: Class 13 contains 7839 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 43329 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8174 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 2460 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29802 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22107 members 
Mstep: Class 31 contains 6368 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3671 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3962 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 22569 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7373 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 7913 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935400.000000 Penalty: 92448.960938
Iteration 141Q: 44 clusters Score -5.49354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9221 members 
Mstep: Class 3 contains 8045 members 
Mstep: Class 4 contains 21663 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114126 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 9519 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43329 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8177 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 5197 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29792 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22094 members 
Mstep: Class 31 contains 6365 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3673 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3963 members 
Mstep: Class 36 contains 6446 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22573 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7398 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 7917 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935380.000000 Penalty: 92448.960938
Iteration 142Q: 44 clusters Score -5.493538e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 21660 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114125 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 14 contains 7320 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43330 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8179 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 5197 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29782 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22086 members 
Mstep: Class 31 contains 6367 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3674 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3963 members 
Mstep: Class 36 contains 6446 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22575 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7430 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 7922 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935344.000000 Penalty: 92448.960938
Iteration 143Q: 44 clusters Score -5.493534e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9215 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43330 members 
Mstep: Class 18 contains 75068 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8180 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 5196 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29767 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22083 members 
Mstep: Class 31 contains 6368 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3676 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3961 members 
Mstep: Class 36 contains 6446 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22577 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7462 members 
Mstep: Class 41 contains 1917 members 
Mstep: Class 42 contains 7926 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935428.000000 Penalty: 92448.960938
Iteration 144Q: 44 clusters Score -5.493543e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10084 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 43329 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8182 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5194 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 29752 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22079 members 
Mstep: Class 31 contains 6372 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3679 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3959 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22579 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7494 members 
Mstep: Class 41 contains 1919 members 
Mstep: Class 42 contains 7930 members 
Mstep: Class 43 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935344.000000 Penalty: 92448.960938
Iteration 145Q: 44 clusters Score -5.493534e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114124 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10086 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 7838 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 43328 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8184 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5193 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 29736 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 22080 members 
Mstep: Class 31 contains 6374 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22581 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7517 members 
Mstep: Class 41 contains 1922 members 
Mstep: Class 42 contains 7933 members 
Mstep: Class 43 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935412.000000 Penalty: 92448.960938
Iteration 146Q: 44 clusters Score -5.493541e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 7837 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43326 members 
Mstep: Class 18 contains 75067 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8186 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5191 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 29725 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 22083 members 
Mstep: Class 31 contains 6374 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3682 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22578 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7538 members 
Mstep: Class 41 contains 1925 members 
Mstep: Class 42 contains 7935 members 
Mstep: Class 43 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935420.000000 Penalty: 92448.960938
Iteration 147Q: 44 clusters Score -5.493542e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 7835 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43325 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 29718 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 22083 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3684 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22577 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7546 members 
Mstep: Class 41 contains 1928 members 
Mstep: Class 42 contains 7936 members 
Mstep: Class 43 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935412.000000 Penalty: 92448.960938
Iteration 148Q: 44 clusters Score -5.493541e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 7835 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43325 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8191 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 29716 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 22076 members 
Mstep: Class 31 contains 6378 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3685 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3948 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22577 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7554 members 
Mstep: Class 41 contains 1929 members 
Mstep: Class 42 contains 7940 members 
Mstep: Class 43 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 149Q: 44 clusters Score -5.493547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9207 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9365 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 7835 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 43324 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8191 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29713 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 22070 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 6204 members 
Mstep: Class 33 contains 3686 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3946 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22578 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7568 members 
Mstep: Class 41 contains 1931 members 
Mstep: Class 42 contains 7943 members 
Mstep: Class 43 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 150Q: 44 clusters Score -5.493547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 8071 members 
Mstep: Class 4 contains 21671 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114122 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9348 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 7834 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43324 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8192 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5185 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29707 members 
Mstep: Class 29 contains 2925 members 
Mstep: Class 30 contains 22066 members 
Mstep: Class 31 contains 6382 members 
Mstep: Class 32 contains 6205 members 
Mstep: Class 33 contains 3687 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22580 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7579 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 7946 members 
Mstep: Class 43 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935416.000000 Penalty: 92448.960938
Iteration 151Q: 44 clusters Score -5.493542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 21672 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114122 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 7833 members 
Mstep: Class 14 contains 7319 members 
Mstep: Class 15 contains 4862 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43321 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8193 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29704 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22066 members 
Mstep: Class 31 contains 6384 members 
Mstep: Class 32 contains 6206 members 
Mstep: Class 33 contains 3688 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3948 members 
Mstep: Class 36 contains 6449 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 22581 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7590 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 7947 members 
Mstep: Class 43 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935428.000000 Penalty: 92448.960938
Iteration 152Q: 44 clusters Score -5.493543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 8072 members 
Mstep: Class 4 contains 21672 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114120 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43320 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8194 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29697 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22063 members 
Mstep: Class 31 contains 6386 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3690 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3948 members 
Mstep: Class 36 contains 6449 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7597 members 
Mstep: Class 41 contains 1944 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935440.000000 Penalty: 92448.960938
Iteration 153Q: 44 clusters Score -5.493544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 8078 members 
Mstep: Class 4 contains 21673 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114120 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43320 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8198 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29694 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22061 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3691 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22582 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7605 members 
Mstep: Class 41 contains 1949 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935496.000000 Penalty: 92448.960938
Iteration 154Q: 44 clusters Score -5.49355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9201 members 
Mstep: Class 3 contains 8085 members 
Mstep: Class 4 contains 21674 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114121 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4865 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43320 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8204 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29693 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22057 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3691 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22582 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7608 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935540.000000 Penalty: 92448.960938
Iteration 155Q: 44 clusters Score -5.493554e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 8090 members 
Mstep: Class 4 contains 21672 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114123 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43320 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8210 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29696 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22052 members 
Mstep: Class 31 contains 6387 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3692 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 6452 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22584 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7611 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 7952 members 
Mstep: Class 43 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935480.000000 Penalty: 92448.960938
Iteration 156Q: 44 clusters Score -5.493548e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9191 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114125 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9251 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4869 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43320 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8217 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 3149 members 
Mstep: Class 28 contains 29690 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22047 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3695 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6457 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22584 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7625 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935436.000000 Penalty: 92448.960938
Iteration 157Q: 44 clusters Score -5.493544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9186 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3987 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5179 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29686 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22041 members 
Mstep: Class 31 contains 6388 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3697 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3950 members 
Mstep: Class 36 contains 6460 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7639 members 
Mstep: Class 41 contains 1964 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 158Q: 44 clusters Score -5.493547e+07 nChanged 62
Entering ConstructFrom: 
Score: -54935468.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (60304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Entering Unmasked Estep 
Score: -6235784.500000 Penalty: 1788.662476
	Iteration 0F: 2 clusters Score -6235784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -6195422.000000 Penalty: 3577.324951
	Iteration 0F: 3 clusters Score -6195422 nChanged 28491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -6211617.500000 Penalty: 3577.324951
	Iteration 1F: 3 clusters Score -6211618 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -6212124.000000 Penalty: 3577.324951
	Iteration 2Q: 3 clusters Score -6212124 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6213097.000000 Penalty: 3577.324951
	Iteration 3Q: 3 clusters Score -6213097 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -6214629.500000 Penalty: 3577.324951
	Iteration 4F: 3 clusters Score -6214630 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -6217029.500000 Penalty: 3577.324951
	Iteration 5F: 3 clusters Score -6217030 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -6220169.500000 Penalty: 3577.324951
	Iteration 6F: 3 clusters Score -6220170 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -6223284.000000 Penalty: 3577.324951
	Iteration 7F: 3 clusters Score -6223284 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -6226058.000000 Penalty: 3577.324951
	Iteration 8F: 3 clusters Score -6226058 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -6228428.000000 Penalty: 3577.324951
	Iteration 9F: 3 clusters Score -6228428 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -6230548.000000 Penalty: 3577.324951
	Iteration 10Q: 3 clusters Score -6230548 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -6232550.500000 Penalty: 3577.324951
	Iteration 11Q: 3 clusters Score -6232550 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6234317.500000 Penalty: 3577.324951
	Iteration 12Q: 3 clusters Score -6234318 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -6235302.000000 Penalty: 3577.324951
	Iteration 13Q: 3 clusters Score -6235302 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6235690.500000 Penalty: 3577.324951
	Iteration 14Q: 3 clusters Score -6235690 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6235793.500000 Penalty: 3577.324951
	Iteration 15Q: 3 clusters Score -6235794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6235846.500000 Penalty: 3577.324951
	Iteration 16Q: 3 clusters Score -6235846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6235870.500000 Penalty: 3577.324951
	Iteration 17Q: 3 clusters Score -6235870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6235899.000000 Penalty: 3577.324951
	Iteration 18Q: 3 clusters Score -6235899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -6235907.500000 Penalty: 3577.324951
	Iteration 19Q: 3 clusters Score -6235908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6235904.000000 Penalty: 3577.324951
	Iteration 20F: 3 clusters Score -6235904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6235914.500000 Penalty: 3577.324951
	Iteration 21Q: 3 clusters Score -6235914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6235912.500000 Penalty: 3577.324951
	Iteration 22Q: 3 clusters Score -6235912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -6235914.500000 Penalty: 3577.324951
	Iteration 23Q: 3 clusters Score -6235914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6235912.000000 Penalty: 3577.324951
	Iteration 24Q: 3 clusters Score -6235912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6235908.000000 Penalty: 3577.324951
	Iteration 25Q: 3 clusters Score -6235908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6235909.000000 Penalty: 3577.324951
	Iteration 26Q: 3 clusters Score -6235909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6235912.500000 Penalty: 3577.324951
	Iteration 27Q: 3 clusters Score -6235912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6235914.500000 Penalty: 3577.324951
	Iteration 28Q: 3 clusters Score -6235914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6235915.000000 Penalty: 3577.324951
	Iteration 29Q: 3 clusters Score -6235915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6235916.500000 Penalty: 3577.324951
	Iteration 30Q: 3 clusters Score -6235916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6235916.500000 Penalty: 3577.324951
	Iteration 31F: 3 clusters Score -6235916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29679 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22038 members 
Mstep: Class 31 contains 6390 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3698 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2637 members 
Mstep: Class 44 contains 4187 members 
Entering Unmasked Estep 
Score: -54935040.000000 Penalty: 94598.937500
Splitting cluster 1 changes total score from -54935468.000000 to -54935040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Entering Unmasked Estep 
Score: -840984.500000 Penalty: 1482.759521
	Iteration 0F: 2 clusters Score -840984.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -834419.125000 Penalty: 2965.519043
	Iteration 0F: 3 clusters Score -834419.1 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -836706.625000 Penalty: 2965.519043
	Iteration 1F: 3 clusters Score -836706.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -836994.750000 Penalty: 2965.519043
	Iteration 2F: 3 clusters Score -836994.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -837219.000000 Penalty: 2965.519043
	Iteration 3F: 3 clusters Score -837219 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -837408.625000 Penalty: 2965.519043
	Iteration 4Q: 3 clusters Score -837408.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -837595.062500 Penalty: 2965.519043
	Iteration 5Q: 3 clusters Score -837595.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -837759.937500 Penalty: 2965.519043
	Iteration 6Q: 3 clusters Score -837759.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -837913.000000 Penalty: 2965.519043
	Iteration 7Q: 3 clusters Score -837913 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -838070.875000 Penalty: 2965.519043
	Iteration 8Q: 3 clusters Score -838070.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -838236.187500 Penalty: 2965.519043
	Iteration 9Q: 3 clusters Score -838236.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -838414.437500 Penalty: 2965.519043
	Iteration 10Q: 3 clusters Score -838414.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -838592.062500 Penalty: 2965.519043
	Iteration 11Q: 3 clusters Score -838592.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -838732.250000 Penalty: 2965.519043
	Iteration 12Q: 3 clusters Score -838732.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -838845.312500 Penalty: 2965.519043
	Iteration 13Q: 3 clusters Score -838845.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -838944.937500 Penalty: 2965.519043
	Iteration 14Q: 3 clusters Score -838944.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -839028.687500 Penalty: 2965.519043
	Iteration 15Q: 3 clusters Score -839028.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -839113.375000 Penalty: 2965.519043
	Iteration 16Q: 3 clusters Score -839113.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -839187.000000 Penalty: 2965.519043
	Iteration 17Q: 3 clusters Score -839187 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -839266.312500 Penalty: 2965.519043
	Iteration 18Q: 3 clusters Score -839266.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -839338.687500 Penalty: 2965.519043
	Iteration 19Q: 3 clusters Score -839338.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -839398.875000 Penalty: 2965.519043
	Iteration 20F: 3 clusters Score -839398.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -839438.000000 Penalty: 2965.519043
	Iteration 21Q: 3 clusters Score -839438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -839479.437500 Penalty: 2965.519043
	Iteration 22Q: 3 clusters Score -839479.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -839514.312500 Penalty: 2965.519043
	Iteration 23Q: 3 clusters Score -839514.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -839551.500000 Penalty: 2965.519043
	Iteration 24Q: 3 clusters Score -839551.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -839571.937500 Penalty: 2965.519043
	Iteration 25Q: 3 clusters Score -839571.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -839598.437500 Penalty: 2965.519043
	Iteration 26Q: 3 clusters Score -839598.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -839631.125000 Penalty: 2965.519043
	Iteration 27Q: 3 clusters Score -839631.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -839658.062500 Penalty: 2965.519043
	Iteration 28Q: 3 clusters Score -839658.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -839687.812500 Penalty: 2965.519043
	Iteration 29Q: 3 clusters Score -839687.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -839720.812500 Penalty: 2965.519043
	Iteration 30Q: 3 clusters Score -839720.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -839747.000000 Penalty: 2965.519043
	Iteration 31Q: 3 clusters Score -839747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -839772.875000 Penalty: 2965.519043
	Iteration 32Q: 3 clusters Score -839772.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -839800.000000 Penalty: 2965.519043
	Iteration 33Q: 3 clusters Score -839800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -839833.625000 Penalty: 2965.519043
	Iteration 34Q: 3 clusters Score -839833.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -839863.062500 Penalty: 2965.519043
	Iteration 35Q: 3 clusters Score -839863.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -839884.500000 Penalty: 2965.519043
	Iteration 36Q: 3 clusters Score -839884.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -839897.500000 Penalty: 2965.519043
	Iteration 37Q: 3 clusters Score -839897.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -839908.937500 Penalty: 2965.519043
	Iteration 38Q: 3 clusters Score -839908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -839914.562500 Penalty: 2965.519043
	Iteration 39Q: 3 clusters Score -839914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -839917.312500 Penalty: 2965.519043
	Iteration 40F: 3 clusters Score -839917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -839920.812500 Penalty: 2965.519043
	Iteration 41Q: 3 clusters Score -839920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -839926.250000 Penalty: 2965.519043
	Iteration 42Q: 3 clusters Score -839926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -839928.000000 Penalty: 2965.519043
	Iteration 43Q: 3 clusters Score -839928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -839929.500000 Penalty: 2965.519043
	Iteration 44Q: 3 clusters Score -839929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -839930.125000 Penalty: 2965.519043
	Iteration 45Q: 3 clusters Score -839930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -839930.312500 Penalty: 2965.519043
	Iteration 46Q: 3 clusters Score -839930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -839929.937500 Penalty: 2965.519043
	Iteration 47Q: 3 clusters Score -839929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -839930.375000 Penalty: 2965.519043
	Iteration 48Q: 3 clusters Score -839930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -839930.375000 Penalty: 2965.519043
	Iteration 49F: 3 clusters Score -839930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Entering Unmasked Estep 
Score: -803146.000000 Penalty: 1462.478271
	Iteration 0F: 2 clusters Score -803146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -797328.312500 Penalty: 2924.956543
	Iteration 0F: 3 clusters Score -797328.3 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -799314.750000 Penalty: 2924.956543
	Iteration 1F: 3 clusters Score -799314.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -799646.062500 Penalty: 2924.956543
	Iteration 2F: 3 clusters Score -799646.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -799957.625000 Penalty: 2924.956543
	Iteration 3F: 3 clusters Score -799957.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -800309.187500 Penalty: 2924.956543
	Iteration 4F: 3 clusters Score -800309.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -800682.250000 Penalty: 2924.956543
	Iteration 5F: 3 clusters Score -800682.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -801058.812500 Penalty: 2924.956543
	Iteration 6F: 3 clusters Score -801058.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -801327.125000 Penalty: 2924.956543
	Iteration 7Q: 3 clusters Score -801327.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -801480.812500 Penalty: 2924.956543
	Iteration 8Q: 3 clusters Score -801480.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -801565.437500 Penalty: 2924.956543
	Iteration 9Q: 3 clusters Score -801565.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -801632.187500 Penalty: 2924.956543
	Iteration 10Q: 3 clusters Score -801632.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -801671.750000 Penalty: 2924.956543
	Iteration 11Q: 3 clusters Score -801671.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -801704.500000 Penalty: 2924.956543
	Iteration 12Q: 3 clusters Score -801704.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -801736.187500 Penalty: 2924.956543
	Iteration 13Q: 3 clusters Score -801736.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -801759.625000 Penalty: 2924.956543
	Iteration 14Q: 3 clusters Score -801759.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -801781.062500 Penalty: 2924.956543
	Iteration 15Q: 3 clusters Score -801781.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -801805.437500 Penalty: 2924.956543
	Iteration 16Q: 3 clusters Score -801805.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -801822.500000 Penalty: 2924.956543
	Iteration 17Q: 3 clusters Score -801822.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -801847.687500 Penalty: 2924.956543
	Iteration 18Q: 3 clusters Score -801847.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -801862.125000 Penalty: 2924.956543
	Iteration 19Q: 3 clusters Score -801862.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -801876.500000 Penalty: 2924.956543
	Iteration 20F: 3 clusters Score -801876.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -801893.062500 Penalty: 2924.956543
	Iteration 21Q: 3 clusters Score -801893.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -801903.125000 Penalty: 2924.956543
	Iteration 22Q: 3 clusters Score -801903.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -801917.375000 Penalty: 2924.956543
	Iteration 23Q: 3 clusters Score -801917.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -801932.000000 Penalty: 2924.956543
	Iteration 24Q: 3 clusters Score -801932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -801940.687500 Penalty: 2924.956543
	Iteration 25Q: 3 clusters Score -801940.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -801951.875000 Penalty: 2924.956543
	Iteration 26Q: 3 clusters Score -801951.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -801961.812500 Penalty: 2924.956543
	Iteration 27Q: 3 clusters Score -801961.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -801966.312500 Penalty: 2924.956543
	Iteration 28Q: 3 clusters Score -801966.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -801970.937500 Penalty: 2924.956543
	Iteration 29Q: 3 clusters Score -801970.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -801976.687500 Penalty: 2924.956543
	Iteration 30Q: 3 clusters Score -801976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -801978.375000 Penalty: 2924.956543
	Iteration 31Q: 3 clusters Score -801978.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -801980.750000 Penalty: 2924.956543
	Iteration 32Q: 3 clusters Score -801980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -801983.312500 Penalty: 2924.956543
	Iteration 33Q: 3 clusters Score -801983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -801985.375000 Penalty: 2924.956543
	Iteration 34Q: 3 clusters Score -801985.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -801987.000000 Penalty: 2924.956543
	Iteration 35Q: 3 clusters Score -801987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -801988.187500 Penalty: 2924.956543
	Iteration 36Q: 3 clusters Score -801988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -801988.750000 Penalty: 2924.956543
	Iteration 37Q: 3 clusters Score -801988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -801990.187500 Penalty: 2924.956543
	Iteration 38Q: 3 clusters Score -801990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -801994.125000 Penalty: 2924.956543
	Iteration 39Q: 3 clusters Score -801994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -801992.437500 Penalty: 2924.956543
	Iteration 40F: 3 clusters Score -801992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -801995.312500 Penalty: 2924.956543
	Iteration 41Q: 3 clusters Score -801995.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -801996.250000 Penalty: 2924.956543
	Iteration 42Q: 3 clusters Score -801996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -801996.875000 Penalty: 2924.956543
	Iteration 43Q: 3 clusters Score -801996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -801996.937500 Penalty: 2924.956543
	Iteration 44Q: 3 clusters Score -801996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -801996.562500 Penalty: 2924.956543
	Iteration 45Q: 3 clusters Score -801996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -801998.812500 Penalty: 2924.956543
	Iteration 46Q: 3 clusters Score -801998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -801999.125000 Penalty: 2924.956543
	Iteration 47Q: 3 clusters Score -801999.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -802001.500000 Penalty: 2924.956543
	Iteration 48Q: 3 clusters Score -802001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -802002.812500 Penalty: 2924.956543
	Iteration 49Q: 3 clusters Score -802002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -802004.125000 Penalty: 2924.956543
	Iteration 50Q: 3 clusters Score -802004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -802007.062500 Penalty: 2924.956543
	Iteration 51Q: 3 clusters Score -802007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -802005.812500 Penalty: 2924.956543
	Iteration 52Q: 3 clusters Score -802005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -802007.187500 Penalty: 2924.956543
	Iteration 53Q: 3 clusters Score -802007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -802006.562500 Penalty: 2924.956543
	Iteration 54Q: 3 clusters Score -802006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -802008.812500 Penalty: 2924.956543
	Iteration 55Q: 3 clusters Score -802008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -802012.187500 Penalty: 2924.956543
	Iteration 56Q: 3 clusters Score -802012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -802013.062500 Penalty: 2924.956543
	Iteration 57Q: 3 clusters Score -802013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -802014.875000 Penalty: 2924.956543
	Iteration 58Q: 3 clusters Score -802014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -802016.125000 Penalty: 2924.956543
	Iteration 59Q: 3 clusters Score -802016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -802013.937500 Penalty: 2924.956543
	Iteration 60F: 3 clusters Score -802013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -802014.750000 Penalty: 2924.956543
	Iteration 61Q: 3 clusters Score -802014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -802016.187500 Penalty: 2924.956543
	Iteration 62Q: 3 clusters Score -802016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -802016.437500 Penalty: 2924.956543
	Iteration 63Q: 3 clusters Score -802016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -802016.437500 Penalty: 2924.956543
	Iteration 64F: 3 clusters Score -802016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Entering Unmasked Estep 
Score: -2023719.625000 Penalty: 1622.348755
	Iteration 0F: 2 clusters Score -2023720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2008968.375000 Penalty: 3244.697510
	Iteration 0F: 3 clusters Score -2008968 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2014609.625000 Penalty: 3244.697510
	Iteration 1F: 3 clusters Score -2014610 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2015453.250000 Penalty: 3244.697510
	Iteration 2F: 3 clusters Score -2015453 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2016331.125000 Penalty: 3244.697510
	Iteration 3F: 3 clusters Score -2016331 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2017252.750000 Penalty: 3244.697510
	Iteration 4F: 3 clusters Score -2017253 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2018135.875000 Penalty: 3244.697510
	Iteration 5F: 3 clusters Score -2018136 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2018825.750000 Penalty: 3244.697510
	Iteration 6F: 3 clusters Score -2018826 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2019394.375000 Penalty: 3244.697510
	Iteration 7Q: 3 clusters Score -2019394 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2019851.625000 Penalty: 3244.697510
	Iteration 8Q: 3 clusters Score -2019852 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2020234.500000 Penalty: 3244.697510
	Iteration 9Q: 3 clusters Score -2020234 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2020626.125000 Penalty: 3244.697510
	Iteration 10Q: 3 clusters Score -2020626 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2021078.125000 Penalty: 3244.697510
	Iteration 11Q: 3 clusters Score -2021078 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2021612.500000 Penalty: 3244.697510
	Iteration 12Q: 3 clusters Score -2021612 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2022148.125000 Penalty: 3244.697510
	Iteration 13Q: 3 clusters Score -2022148 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2022614.625000 Penalty: 3244.697510
	Iteration 14Q: 3 clusters Score -2022615 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2022905.875000 Penalty: 3244.697510
	Iteration 15Q: 3 clusters Score -2022906 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2023132.875000 Penalty: 3244.697510
	Iteration 16Q: 3 clusters Score -2023133 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2023235.875000 Penalty: 3244.697510
	Iteration 17Q: 3 clusters Score -2023236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2023312.875000 Penalty: 3244.697510
	Iteration 18Q: 3 clusters Score -2023313 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2023384.375000 Penalty: 3244.697510
	Iteration 19Q: 3 clusters Score -2023384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2023435.125000 Penalty: 3244.697510
	Iteration 20F: 3 clusters Score -2023435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2023463.750000 Penalty: 3244.697510
	Iteration 21Q: 3 clusters Score -2023464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2023486.000000 Penalty: 3244.697510
	Iteration 22Q: 3 clusters Score -2023486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2023507.250000 Penalty: 3244.697510
	Iteration 23Q: 3 clusters Score -2023507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2023517.375000 Penalty: 3244.697510
	Iteration 24Q: 3 clusters Score -2023517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2023528.500000 Penalty: 3244.697510
	Iteration 25Q: 3 clusters Score -2023528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2023533.250000 Penalty: 3244.697510
	Iteration 26Q: 3 clusters Score -2023533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2023537.875000 Penalty: 3244.697510
	Iteration 27Q: 3 clusters Score -2023538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2023550.000000 Penalty: 3244.697510
	Iteration 28Q: 3 clusters Score -2023550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2023554.875000 Penalty: 3244.697510
	Iteration 29Q: 3 clusters Score -2023555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2023551.500000 Penalty: 3244.697510
	Iteration 30Q: 3 clusters Score -2023552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2023552.750000 Penalty: 3244.697510
	Iteration 31Q: 3 clusters Score -2023553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2023555.125000 Penalty: 3244.697510
	Iteration 32Q: 3 clusters Score -2023555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2023558.125000 Penalty: 3244.697510
	Iteration 33Q: 3 clusters Score -2023558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2023555.375000 Penalty: 3244.697510
	Iteration 34Q: 3 clusters Score -2023555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2023556.250000 Penalty: 3244.697510
	Iteration 35Q: 3 clusters Score -2023556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2023557.125000 Penalty: 3244.697510
	Iteration 36Q: 3 clusters Score -2023557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2023556.250000 Penalty: 3244.697510
	Iteration 37Q: 3 clusters Score -2023556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2023557.000000 Penalty: 3244.697510
	Iteration 38Q: 3 clusters Score -2023557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2023559.875000 Penalty: 3244.697510
	Iteration 39Q: 3 clusters Score -2023560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2023559.375000 Penalty: 3244.697510
	Iteration 40F: 3 clusters Score -2023559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2023560.000000 Penalty: 3244.697510
	Iteration 41Q: 3 clusters Score -2023560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2023560.000000 Penalty: 3244.697510
	Iteration 42F: 3 clusters Score -2023560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -390674.468750 Penalty: 1347.213379
	Iteration 0F: 2 clusters Score -390674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -387351.312500 Penalty: 2694.426758
	Iteration 0F: 3 clusters Score -387351.3 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -388332.781250 Penalty: 2694.426758
	Iteration 1F: 3 clusters Score -388332.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -388603.125000 Penalty: 2694.426758
	Iteration 2F: 3 clusters Score -388603.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -388914.312500 Penalty: 2694.426758
	Iteration 3F: 3 clusters Score -388914.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -389338.843750 Penalty: 2694.426758
	Iteration 4F: 3 clusters Score -389338.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -389933.843750 Penalty: 2694.426758
	Iteration 5F: 3 clusters Score -389933.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -390487.375000 Penalty: 2694.426758
	Iteration 6F: 3 clusters Score -390487.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -390931.812500 Penalty: 2694.426758
	Iteration 7F: 3 clusters Score -390931.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -391143.750000 Penalty: 2694.426758
	Iteration 8Q: 3 clusters Score -391143.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -391267.375000 Penalty: 2694.426758
	Iteration 9Q: 3 clusters Score -391267.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -391310.406250 Penalty: 2694.426758
	Iteration 10Q: 3 clusters Score -391310.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -391326.531250 Penalty: 2694.426758
	Iteration 11Q: 3 clusters Score -391326.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -391346.531250 Penalty: 2694.426758
	Iteration 12Q: 3 clusters Score -391346.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -391363.656250 Penalty: 2694.426758
	Iteration 13Q: 3 clusters Score -391363.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -391370.250000 Penalty: 2694.426758
	Iteration 14Q: 3 clusters Score -391370.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -391376.031250 Penalty: 2694.426758
	Iteration 15Q: 3 clusters Score -391376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -391381.812500 Penalty: 2694.426758
	Iteration 16Q: 3 clusters Score -391381.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -391385.406250 Penalty: 2694.426758
	Iteration 17Q: 3 clusters Score -391385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -391386.093750 Penalty: 2694.426758
	Iteration 18Q: 3 clusters Score -391386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -391386.125000 Penalty: 2694.426758
	Iteration 19Q: 3 clusters Score -391386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -391387.593750 Penalty: 2694.426758
	Iteration 20F: 3 clusters Score -391387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -391387.843750 Penalty: 2694.426758
	Iteration 21Q: 3 clusters Score -391387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -391389.281250 Penalty: 2694.426758
	Iteration 22Q: 3 clusters Score -391389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -391389.281250 Penalty: 2694.426758
	Iteration 23F: 3 clusters Score -391389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29679 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22038 members 
Mstep: Class 31 contains 6390 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3698 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2637 members 
Mstep: Class 44 contains 1726 members 
Entering Unmasked Estep 
Score: -54935328.000000 Penalty: 94598.937500
Splitting cluster 5 changes total score from -54935468.000000 to -54935328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -170597.875000 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -170597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168673.578125 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -168673.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -169189.765625 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -169189.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -169407.437500 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -169407.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -169568.312500 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -169568.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -169655.546875 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -169655.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -169705.968750 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -169706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -169738.781250 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -169738.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169760.156250 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -169760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -169775.375000 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -169775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169788.656250 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -169788.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169801.546875 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -169801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -169815.703125 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -169815.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -169828.203125 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -169828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -169840.453125 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -169840.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -169854.843750 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -169854.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -169875.046875 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -169875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169890.500000 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -169890.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -169902.812500 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -169902.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -169910.312500 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -169910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -169919.421875 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -169919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -169942.750000 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -169942.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -169982.796875 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -169982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -169996.000000 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -169996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -170016.468750 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -170016.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -170043.281250 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -170043.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -170086.890625 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -170086.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -170197.000000 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -170197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170262.796875 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -170262.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170285.656250 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -170285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170296.375000 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -170296.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -170312.031250 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -170312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170326.125000 Penalty: 2431.322510
	Iteration 31Q: 3 clusters Score -170326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170332.218750 Penalty: 2431.322510
	Iteration 32Q: 3 clusters Score -170332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170336.656250 Penalty: 2431.322510
	Iteration 33Q: 3 clusters Score -170336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170338.859375 Penalty: 2431.322510
	Iteration 34Q: 3 clusters Score -170338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170340.234375 Penalty: 2431.322510
	Iteration 35Q: 3 clusters Score -170340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -170342.953125 Penalty: 2431.322510
	Iteration 36Q: 3 clusters Score -170343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170344.765625 Penalty: 2431.322510
	Iteration 37Q: 3 clusters Score -170344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170344.765625 Penalty: 2431.322510
	Iteration 38F: 3 clusters Score -170344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Entering Unmasked Estep 
Score: -11647485.000000 Penalty: 1892.323364
	Iteration 0F: 2 clusters Score -1.164748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -11572363.000000 Penalty: 3784.646729
	Iteration 0F: 3 clusters Score -1.157236e+07 nChanged 54662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -11605079.000000 Penalty: 3784.646729
	Iteration 1F: 3 clusters Score -1.160508e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -11605959.000000 Penalty: 3784.646729
	Iteration 2Q: 3 clusters Score -1.160596e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -11607128.000000 Penalty: 3784.646729
	Iteration 3Q: 3 clusters Score -1.160713e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -11608944.000000 Penalty: 3784.646729
	Iteration 4Q: 3 clusters Score -1.160894e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -11611516.000000 Penalty: 3784.646729
	Iteration 5Q: 3 clusters Score -1.161152e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -11615499.000000 Penalty: 3784.646729
	Iteration 6F: 3 clusters Score -1.16155e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -11620574.000000 Penalty: 3784.646729
	Iteration 7F: 3 clusters Score -1.162057e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -11626216.000000 Penalty: 3784.646729
	Iteration 8F: 3 clusters Score -1.162622e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -11631156.000000 Penalty: 3784.646729
	Iteration 9F: 3 clusters Score -1.163116e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -11634523.000000 Penalty: 3784.646729
	Iteration 10Q: 3 clusters Score -1.163452e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -11636579.000000 Penalty: 3784.646729
	Iteration 11Q: 3 clusters Score -1.163658e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -11638001.000000 Penalty: 3784.646729
	Iteration 12Q: 3 clusters Score -1.1638e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -11639149.000000 Penalty: 3784.646729
	Iteration 13Q: 3 clusters Score -1.163915e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -11640021.000000 Penalty: 3784.646729
	Iteration 14Q: 3 clusters Score -1.164002e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -11640731.000000 Penalty: 3784.646729
	Iteration 15Q: 3 clusters Score -1.164073e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -11641363.000000 Penalty: 3784.646729
	Iteration 16Q: 3 clusters Score -1.164136e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -11641957.000000 Penalty: 3784.646729
	Iteration 17Q: 3 clusters Score -1.164196e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -11642290.000000 Penalty: 3784.646729
	Iteration 18Q: 3 clusters Score -1.164229e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -11642588.000000 Penalty: 3784.646729
	Iteration 19Q: 3 clusters Score -1.164259e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -11642749.000000 Penalty: 3784.646729
	Iteration 20F: 3 clusters Score -1.164275e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -11642854.000000 Penalty: 3784.646729
	Iteration 21Q: 3 clusters Score -1.164285e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -11642941.000000 Penalty: 3784.646729
	Iteration 22Q: 3 clusters Score -1.164294e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 98729 members 
Entering Unmasked Estep 
Score: -11642996.000000 Penalty: 3784.646729
	Iteration 23Q: 3 clusters Score -1.1643e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -11643043.000000 Penalty: 3784.646729
	Iteration 24Q: 3 clusters Score -1.164304e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -11643105.000000 Penalty: 3784.646729
	Iteration 25Q: 3 clusters Score -1.16431e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -11643149.000000 Penalty: 3784.646729
	Iteration 26Q: 3 clusters Score -1.164315e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -11643205.000000 Penalty: 3784.646729
	Iteration 27Q: 3 clusters Score -1.16432e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -11643273.000000 Penalty: 3784.646729
	Iteration 28Q: 3 clusters Score -1.164327e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -11643285.000000 Penalty: 3784.646729
	Iteration 29Q: 3 clusters Score -1.164328e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 101078 members 
Entering Unmasked Estep 
Score: -11643316.000000 Penalty: 3784.646729
	Iteration 30Q: 3 clusters Score -1.164332e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -11643317.000000 Penalty: 3784.646729
	Iteration 31Q: 3 clusters Score -1.164332e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -11643358.000000 Penalty: 3784.646729
	Iteration 32Q: 3 clusters Score -1.164336e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -11643407.000000 Penalty: 3784.646729
	Iteration 33Q: 3 clusters Score -1.164341e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -11643469.000000 Penalty: 3784.646729
	Iteration 34Q: 3 clusters Score -1.164347e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -11643570.000000 Penalty: 3784.646729
	Iteration 35Q: 3 clusters Score -1.164357e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -11643714.000000 Penalty: 3784.646729
	Iteration 36Q: 3 clusters Score -1.164371e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -11643853.000000 Penalty: 3784.646729
	Iteration 37Q: 3 clusters Score -1.164385e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -11644064.000000 Penalty: 3784.646729
	Iteration 38Q: 3 clusters Score -1.164406e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -11644363.000000 Penalty: 3784.646729
	Iteration 39Q: 3 clusters Score -1.164436e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -11644780.000000 Penalty: 3784.646729
	Iteration 40F: 3 clusters Score -1.164478e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -11645160.000000 Penalty: 3784.646729
	Iteration 41Q: 3 clusters Score -1.164516e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -11645457.000000 Penalty: 3784.646729
	Iteration 42Q: 3 clusters Score -1.164546e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -11645630.000000 Penalty: 3784.646729
	Iteration 43Q: 3 clusters Score -1.164563e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -11645724.000000 Penalty: 3784.646729
	Iteration 44Q: 3 clusters Score -1.164572e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -11645790.000000 Penalty: 3784.646729
	Iteration 45Q: 3 clusters Score -1.164579e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -11645856.000000 Penalty: 3784.646729
	Iteration 46Q: 3 clusters Score -1.164586e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -11645874.000000 Penalty: 3784.646729
	Iteration 47Q: 3 clusters Score -1.164587e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 106383 members 
Entering Unmasked Estep 
Score: -11645910.000000 Penalty: 3784.646729
	Iteration 48Q: 3 clusters Score -1.164591e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -11645938.000000 Penalty: 3784.646729
	Iteration 49Q: 3 clusters Score -1.164594e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -11645981.000000 Penalty: 3784.646729
	Iteration 50Q: 3 clusters Score -1.164598e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -11646000.000000 Penalty: 3784.646729
	Iteration 51Q: 3 clusters Score -1.1646e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -11645997.000000 Penalty: 3784.646729
	Iteration 52Q: 3 clusters Score -1.1646e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -11646010.000000 Penalty: 3784.646729
	Iteration 53Q: 3 clusters Score -1.164601e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -11646026.000000 Penalty: 3784.646729
	Iteration 54Q: 3 clusters Score -1.164603e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -11646041.000000 Penalty: 3784.646729
	Iteration 55Q: 3 clusters Score -1.164604e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -11646049.000000 Penalty: 3784.646729
	Iteration 56Q: 3 clusters Score -1.164605e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -11646052.000000 Penalty: 3784.646729
	Iteration 57Q: 3 clusters Score -1.164605e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 106706 members 
Entering Unmasked Estep 
Score: -11646101.000000 Penalty: 3784.646729
	Iteration 58Q: 3 clusters Score -1.16461e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -11646116.000000 Penalty: 3784.646729
	Iteration 59Q: 3 clusters Score -1.164612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -11646128.000000 Penalty: 3784.646729
	Iteration 60F: 3 clusters Score -1.164613e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -11646124.000000 Penalty: 3784.646729
	Iteration 61Q: 3 clusters Score -1.164612e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -11646132.000000 Penalty: 3784.646729
	Iteration 62Q: 3 clusters Score -1.164613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -11646141.000000 Penalty: 3784.646729
	Iteration 63Q: 3 clusters Score -1.164614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -11646145.000000 Penalty: 3784.646729
	Iteration 64Q: 3 clusters Score -1.164614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -11646138.000000 Penalty: 3784.646729
	Iteration 65Q: 3 clusters Score -1.164614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -11646144.000000 Penalty: 3784.646729
	Iteration 66Q: 3 clusters Score -1.164614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -11646152.000000 Penalty: 3784.646729
	Iteration 67Q: 3 clusters Score -1.164615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -11646150.000000 Penalty: 3784.646729
	Iteration 68Q: 3 clusters Score -1.164615e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -11646149.000000 Penalty: 3784.646729
	Iteration 69Q: 3 clusters Score -1.164615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -11646149.000000 Penalty: 3784.646729
	Iteration 70Q: 3 clusters Score -1.164615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -11646145.000000 Penalty: 3784.646729
	Iteration 71Q: 3 clusters Score -1.164614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -11646151.000000 Penalty: 3784.646729
	Iteration 72Q: 3 clusters Score -1.164615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -11646159.000000 Penalty: 3784.646729
	Iteration 73Q: 3 clusters Score -1.164616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 107200 members 
Entering Unmasked Estep 
Score: -11646149.000000 Penalty: 3784.646729
	Iteration 74Q: 3 clusters Score -1.164615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
Score: -11646152.000000 Penalty: 3784.646729
	Iteration 75Q: 3 clusters Score -1.164615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -11646145.000000 Penalty: 3784.646729
	Iteration 76Q: 3 clusters Score -1.164614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -11646151.000000 Penalty: 3784.646729
	Iteration 77Q: 3 clusters Score -1.164615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -11646154.000000 Penalty: 3784.646729
	Iteration 78Q: 3 clusters Score -1.164615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -11646151.000000 Penalty: 3784.646729
	Iteration 79Q: 3 clusters Score -1.164615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -11646144.000000 Penalty: 3784.646729
	Iteration 80F: 3 clusters Score -1.164614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -11646149.000000 Penalty: 3784.646729
	Iteration 81Q: 3 clusters Score -1.164615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -11646145.000000 Penalty: 3784.646729
	Iteration 82Q: 3 clusters Score -1.164614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -11646145.000000 Penalty: 3784.646729
	Iteration 83F: 3 clusters Score -1.164614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -197687.281250 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -197687.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195596.625000 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -195596.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196029.484375 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -196029.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -196133.843750 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -196133.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -196204.593750 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -196204.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -196243.859375 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -196243.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -196277.546875 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -196277.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -196308.359375 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -196308.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196348.562500 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -196348.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196387.312500 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -196387.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196429.625000 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -196429.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -196473.328125 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -196473.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -196518.484375 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -196518.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -196551.843750 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -196551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -196580.062500 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -196580.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196608.312500 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -196608.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196636.015625 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -196636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196652.812500 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -196652.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -196666.203125 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -196666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -196673.468750 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -196673.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -196682.546875 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -196682.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -196692.000000 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -196692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -196699.171875 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -196699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -196704.937500 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -196704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -196707.125000 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -196707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -196708.921875 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -196708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -196712.125000 Penalty: 2471.104736
	Iteration 25Q: 3 clusters Score -196712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -196715.203125 Penalty: 2471.104736
	Iteration 26Q: 3 clusters Score -196715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -196718.468750 Penalty: 2471.104736
	Iteration 27Q: 3 clusters Score -196718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -196718.796875 Penalty: 2471.104736
	Iteration 28Q: 3 clusters Score -196718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -196718.796875 Penalty: 2471.104736
	Iteration 29F: 3 clusters Score -196718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -1029523.187500 Penalty: 1498.152466
	Iteration 0F: 2 clusters Score -1029523 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 5042 members 
Entering Unmasked Estep 
Score: -1022266.000000 Penalty: 2996.304932
	Iteration 0F: 3 clusters Score -1022266 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1024760.812500 Penalty: 2996.304932
	Iteration 1F: 3 clusters Score -1024761 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1025056.250000 Penalty: 2996.304932
	Iteration 2F: 3 clusters Score -1025056 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1025301.812500 Penalty: 2996.304932
	Iteration 3F: 3 clusters Score -1025302 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1025483.125000 Penalty: 2996.304932
	Iteration 4Q: 3 clusters Score -1025483 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1025626.062500 Penalty: 2996.304932
	Iteration 5Q: 3 clusters Score -1025626 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1025753.375000 Penalty: 2996.304932
	Iteration 6Q: 3 clusters Score -1025753 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1025894.125000 Penalty: 2996.304932
	Iteration 7Q: 3 clusters Score -1025894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1026036.937500 Penalty: 2996.304932
	Iteration 8Q: 3 clusters Score -1026037 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1026204.812500 Penalty: 2996.304932
	Iteration 9Q: 3 clusters Score -1026205 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1026373.125000 Penalty: 2996.304932
	Iteration 10Q: 3 clusters Score -1026373 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1026550.875000 Penalty: 2996.304932
	Iteration 11Q: 3 clusters Score -1026551 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1026708.500000 Penalty: 2996.304932
	Iteration 12Q: 3 clusters Score -1026708 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1026837.187500 Penalty: 2996.304932
	Iteration 13Q: 3 clusters Score -1026837 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1026933.812500 Penalty: 2996.304932
	Iteration 14Q: 3 clusters Score -1026934 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1027017.437500 Penalty: 2996.304932
	Iteration 15Q: 3 clusters Score -1027017 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1027108.562500 Penalty: 2996.304932
	Iteration 16Q: 3 clusters Score -1027109 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1027194.875000 Penalty: 2996.304932
	Iteration 17Q: 3 clusters Score -1027195 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1027259.187500 Penalty: 2996.304932
	Iteration 18Q: 3 clusters Score -1027259 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1027313.937500 Penalty: 2996.304932
	Iteration 19Q: 3 clusters Score -1027314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1027354.750000 Penalty: 2996.304932
	Iteration 20F: 3 clusters Score -1027355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1027375.125000 Penalty: 2996.304932
	Iteration 21Q: 3 clusters Score -1027375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1027396.312500 Penalty: 2996.304932
	Iteration 22Q: 3 clusters Score -1027396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1027417.000000 Penalty: 2996.304932
	Iteration 23Q: 3 clusters Score -1027417 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1027434.687500 Penalty: 2996.304932
	Iteration 24Q: 3 clusters Score -1027435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1027456.687500 Penalty: 2996.304932
	Iteration 25Q: 3 clusters Score -1027457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1027472.625000 Penalty: 2996.304932
	Iteration 26Q: 3 clusters Score -1027473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1027486.625000 Penalty: 2996.304932
	Iteration 27Q: 3 clusters Score -1027487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1027503.437500 Penalty: 2996.304932
	Iteration 28Q: 3 clusters Score -1027503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1027519.000000 Penalty: 2996.304932
	Iteration 29Q: 3 clusters Score -1027519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1027532.812500 Penalty: 2996.304932
	Iteration 30Q: 3 clusters Score -1027533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1027542.375000 Penalty: 2996.304932
	Iteration 31Q: 3 clusters Score -1027542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1027557.937500 Penalty: 2996.304932
	Iteration 32Q: 3 clusters Score -1027558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1027568.312500 Penalty: 2996.304932
	Iteration 33Q: 3 clusters Score -1027568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1027583.187500 Penalty: 2996.304932
	Iteration 34Q: 3 clusters Score -1027583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1027595.875000 Penalty: 2996.304932
	Iteration 35Q: 3 clusters Score -1027596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1027610.625000 Penalty: 2996.304932
	Iteration 36Q: 3 clusters Score -1027611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1027631.687500 Penalty: 2996.304932
	Iteration 37Q: 3 clusters Score -1027632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1027646.187500 Penalty: 2996.304932
	Iteration 38Q: 3 clusters Score -1027646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1027660.812500 Penalty: 2996.304932
	Iteration 39Q: 3 clusters Score -1027661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1027673.062500 Penalty: 2996.304932
	Iteration 40F: 3 clusters Score -1027673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1027687.062500 Penalty: 2996.304932
	Iteration 41Q: 3 clusters Score -1027687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1027701.062500 Penalty: 2996.304932
	Iteration 42Q: 3 clusters Score -1027701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1027709.937500 Penalty: 2996.304932
	Iteration 43Q: 3 clusters Score -1027710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1027721.250000 Penalty: 2996.304932
	Iteration 44Q: 3 clusters Score -1027721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1027733.812500 Penalty: 2996.304932
	Iteration 45Q: 3 clusters Score -1027734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1027748.875000 Penalty: 2996.304932
	Iteration 46Q: 3 clusters Score -1027749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1027768.375000 Penalty: 2996.304932
	Iteration 47Q: 3 clusters Score -1027768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1027789.437500 Penalty: 2996.304932
	Iteration 48Q: 3 clusters Score -1027789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1027806.187500 Penalty: 2996.304932
	Iteration 49Q: 3 clusters Score -1027806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1027825.875000 Penalty: 2996.304932
	Iteration 50Q: 3 clusters Score -1027826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1027842.187500 Penalty: 2996.304932
	Iteration 51Q: 3 clusters Score -1027842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1027856.812500 Penalty: 2996.304932
	Iteration 52Q: 3 clusters Score -1027857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1027868.312500 Penalty: 2996.304932
	Iteration 53Q: 3 clusters Score -1027868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1027880.812500 Penalty: 2996.304932
	Iteration 54Q: 3 clusters Score -1027881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1027895.937500 Penalty: 2996.304932
	Iteration 55Q: 3 clusters Score -1027896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1027907.812500 Penalty: 2996.304932
	Iteration 56Q: 3 clusters Score -1027908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1027919.875000 Penalty: 2996.304932
	Iteration 57Q: 3 clusters Score -1027920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1027933.937500 Penalty: 2996.304932
	Iteration 58Q: 3 clusters Score -1027934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1027953.250000 Penalty: 2996.304932
	Iteration 59Q: 3 clusters Score -1027953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1027978.562500 Penalty: 2996.304932
	Iteration 60F: 3 clusters Score -1027979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1028005.312500 Penalty: 2996.304932
	Iteration 61Q: 3 clusters Score -1028005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1028036.250000 Penalty: 2996.304932
	Iteration 62Q: 3 clusters Score -1028036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1028065.062500 Penalty: 2996.304932
	Iteration 63Q: 3 clusters Score -1028065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1028096.625000 Penalty: 2996.304932
	Iteration 64Q: 3 clusters Score -1028097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1028112.500000 Penalty: 2996.304932
	Iteration 65Q: 3 clusters Score -1028112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1028125.062500 Penalty: 2996.304932
	Iteration 66Q: 3 clusters Score -1028125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1028136.500000 Penalty: 2996.304932
	Iteration 67Q: 3 clusters Score -1028136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1028146.500000 Penalty: 2996.304932
	Iteration 68Q: 3 clusters Score -1028146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1028152.875000 Penalty: 2996.304932
	Iteration 69Q: 3 clusters Score -1028153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1028158.625000 Penalty: 2996.304932
	Iteration 70Q: 3 clusters Score -1028159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1028163.187500 Penalty: 2996.304932
	Iteration 71Q: 3 clusters Score -1028163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1028167.125000 Penalty: 2996.304932
	Iteration 72Q: 3 clusters Score -1028167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1028170.625000 Penalty: 2996.304932
	Iteration 73Q: 3 clusters Score -1028171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1028171.687500 Penalty: 2996.304932
	Iteration 74Q: 3 clusters Score -1028172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1028172.250000 Penalty: 2996.304932
	Iteration 75Q: 3 clusters Score -1028172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1028172.812500 Penalty: 2996.304932
	Iteration 76Q: 3 clusters Score -1028173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1028174.000000 Penalty: 2996.304932
	Iteration 77Q: 3 clusters Score -1028174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1028178.062500 Penalty: 2996.304932
	Iteration 78Q: 3 clusters Score -1028178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1028181.937500 Penalty: 2996.304932
	Iteration 79Q: 3 clusters Score -1028182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1028183.687500 Penalty: 2996.304932
	Iteration 80F: 3 clusters Score -1028184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1028184.000000 Penalty: 2996.304932
	Iteration 81Q: 3 clusters Score -1028184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1028186.625000 Penalty: 2996.304932
	Iteration 82Q: 3 clusters Score -1028187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1028192.937500 Penalty: 2996.304932
	Iteration 83Q: 3 clusters Score -1028193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1028200.062500 Penalty: 2996.304932
	Iteration 84Q: 3 clusters Score -1028200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1028201.125000 Penalty: 2996.304932
	Iteration 85Q: 3 clusters Score -1028201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1028205.312500 Penalty: 2996.304932
	Iteration 86Q: 3 clusters Score -1028205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1028205.625000 Penalty: 2996.304932
	Iteration 87Q: 3 clusters Score -1028206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1028208.062500 Penalty: 2996.304932
	Iteration 88Q: 3 clusters Score -1028208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1028206.875000 Penalty: 2996.304932
	Iteration 89Q: 3 clusters Score -1028207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1028211.250000 Penalty: 2996.304932
	Iteration 90Q: 3 clusters Score -1028211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1028215.375000 Penalty: 2996.304932
	Iteration 91Q: 3 clusters Score -1028215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1028220.687500 Penalty: 2996.304932
	Iteration 92Q: 3 clusters Score -1028221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1028223.312500 Penalty: 2996.304932
	Iteration 93Q: 3 clusters Score -1028223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1028228.312500 Penalty: 2996.304932
	Iteration 94Q: 3 clusters Score -1028228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1028230.562500 Penalty: 2996.304932
	Iteration 95Q: 3 clusters Score -1028231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1028234.812500 Penalty: 2996.304932
	Iteration 96Q: 3 clusters Score -1028235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1028238.875000 Penalty: 2996.304932
	Iteration 97Q: 3 clusters Score -1028239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1028242.937500 Penalty: 2996.304932
	Iteration 98Q: 3 clusters Score -1028243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1028246.437500 Penalty: 2996.304932
	Iteration 99Q: 3 clusters Score -1028246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1028250.250000 Penalty: 2996.304932
	Iteration 100F: 3 clusters Score -1028250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1028250.375000 Penalty: 2996.304932
	Iteration 101Q: 3 clusters Score -1028250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1028251.562500 Penalty: 2996.304932
	Iteration 102Q: 3 clusters Score -1028252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1028251.687500 Penalty: 2996.304932
	Iteration 103Q: 3 clusters Score -1028252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1028251.875000 Penalty: 2996.304932
	Iteration 104Q: 3 clusters Score -1028252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1028252.500000 Penalty: 2996.304932
	Iteration 105Q: 3 clusters Score -1028252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1028251.875000 Penalty: 2996.304932
	Iteration 106Q: 3 clusters Score -1028252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1028254.000000 Penalty: 2996.304932
	Iteration 107Q: 3 clusters Score -1028254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1028253.500000 Penalty: 2996.304932
	Iteration 108Q: 3 clusters Score -1028254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1028254.437500 Penalty: 2996.304932
	Iteration 109Q: 3 clusters Score -1028254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1028254.437500 Penalty: 2996.304932
	Iteration 110F: 3 clusters Score -1028254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Entering Unmasked Estep 
Score: -924778.937500 Penalty: 1483.466064
	Iteration 0F: 2 clusters Score -924778.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -918096.687500 Penalty: 2966.932129
	Iteration 0F: 3 clusters Score -918096.7 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -920273.000000 Penalty: 2966.932129
	Iteration 1F: 3 clusters Score -920273 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -920600.812500 Penalty: 2966.932129
	Iteration 2F: 3 clusters Score -920600.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -920875.937500 Penalty: 2966.932129
	Iteration 3F: 3 clusters Score -920875.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -921096.000000 Penalty: 2966.932129
	Iteration 4F: 3 clusters Score -921096 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -921247.375000 Penalty: 2966.932129
	Iteration 5Q: 3 clusters Score -921247.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -921367.500000 Penalty: 2966.932129
	Iteration 6Q: 3 clusters Score -921367.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -921469.687500 Penalty: 2966.932129
	Iteration 7Q: 3 clusters Score -921469.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -921570.625000 Penalty: 2966.932129
	Iteration 8Q: 3 clusters Score -921570.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -921692.125000 Penalty: 2966.932129
	Iteration 9Q: 3 clusters Score -921692.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -921827.250000 Penalty: 2966.932129
	Iteration 10Q: 3 clusters Score -921827.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -921977.875000 Penalty: 2966.932129
	Iteration 11Q: 3 clusters Score -921977.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -922131.875000 Penalty: 2966.932129
	Iteration 12Q: 3 clusters Score -922131.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -922263.250000 Penalty: 2966.932129
	Iteration 13Q: 3 clusters Score -922263.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -922394.437500 Penalty: 2966.932129
	Iteration 14Q: 3 clusters Score -922394.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -922538.812500 Penalty: 2966.932129
	Iteration 15Q: 3 clusters Score -922538.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -922724.812500 Penalty: 2966.932129
	Iteration 16Q: 3 clusters Score -922724.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -922944.500000 Penalty: 2966.932129
	Iteration 17Q: 3 clusters Score -922944.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -923171.937500 Penalty: 2966.932129
	Iteration 18Q: 3 clusters Score -923171.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -923383.687500 Penalty: 2966.932129
	Iteration 19Q: 3 clusters Score -923383.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -923619.375000 Penalty: 2966.932129
	Iteration 20F: 3 clusters Score -923619.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -923802.750000 Penalty: 2966.932129
	Iteration 21Q: 3 clusters Score -923802.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -923940.500000 Penalty: 2966.932129
	Iteration 22Q: 3 clusters Score -923940.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -924036.937500 Penalty: 2966.932129
	Iteration 23Q: 3 clusters Score -924036.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -924094.812500 Penalty: 2966.932129
	Iteration 24Q: 3 clusters Score -924094.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -924141.250000 Penalty: 2966.932129
	Iteration 25Q: 3 clusters Score -924141.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -924181.000000 Penalty: 2966.932129
	Iteration 26Q: 3 clusters Score -924181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -924226.125000 Penalty: 2966.932129
	Iteration 27Q: 3 clusters Score -924226.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -924259.062500 Penalty: 2966.932129
	Iteration 28Q: 3 clusters Score -924259.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -924279.250000 Penalty: 2966.932129
	Iteration 29Q: 3 clusters Score -924279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -924295.250000 Penalty: 2966.932129
	Iteration 30Q: 3 clusters Score -924295.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -924309.625000 Penalty: 2966.932129
	Iteration 31Q: 3 clusters Score -924309.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -924318.187500 Penalty: 2966.932129
	Iteration 32Q: 3 clusters Score -924318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -924320.187500 Penalty: 2966.932129
	Iteration 33Q: 3 clusters Score -924320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -924325.375000 Penalty: 2966.932129
	Iteration 34Q: 3 clusters Score -924325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -924324.875000 Penalty: 2966.932129
	Iteration 35Q: 3 clusters Score -924324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -924326.812500 Penalty: 2966.932129
	Iteration 36Q: 3 clusters Score -924326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -924329.625000 Penalty: 2966.932129
	Iteration 37Q: 3 clusters Score -924329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -924329.312500 Penalty: 2966.932129
	Iteration 38Q: 3 clusters Score -924329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -924332.500000 Penalty: 2966.932129
	Iteration 39Q: 3 clusters Score -924332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -924336.875000 Penalty: 2966.932129
	Iteration 40F: 3 clusters Score -924336.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -924337.250000 Penalty: 2966.932129
	Iteration 41Q: 3 clusters Score -924337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -924338.250000 Penalty: 2966.932129
	Iteration 42Q: 3 clusters Score -924338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -924340.562500 Penalty: 2966.932129
	Iteration 43Q: 3 clusters Score -924340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -924339.312500 Penalty: 2966.932129
	Iteration 44Q: 3 clusters Score -924339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -924340.312500 Penalty: 2966.932129
	Iteration 45Q: 3 clusters Score -924340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -924340.187500 Penalty: 2966.932129
	Iteration 46Q: 3 clusters Score -924340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -924339.437500 Penalty: 2966.932129
	Iteration 47Q: 3 clusters Score -924339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -924342.687500 Penalty: 2966.932129
	Iteration 48Q: 3 clusters Score -924342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -924342.562500 Penalty: 2966.932129
	Iteration 49Q: 3 clusters Score -924342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -924342.562500 Penalty: 2966.932129
	Iteration 50F: 3 clusters Score -924342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -97391.164062 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -97391.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95933.703125 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -95933.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96168.476562 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -96168.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -96264.156250 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -96264.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -96307.460938 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -96307.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96345.804688 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -96345.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96365.164062 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -96365.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -96380.992188 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -96380.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96392.078125 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -96392.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96397.890625 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -96397.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -96401.085938 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -96401.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -96402.765625 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -96402.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -96405.312500 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -96405.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96408.500000 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -96408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -96413.523438 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -96413.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96418.375000 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -96418.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -96424.453125 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -96424.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96435.359375 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -96435.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -96438.617188 Penalty: 2248.897217
	Iteration 17Q: 3 clusters Score -96438.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96445.710938 Penalty: 2248.897217
	Iteration 18Q: 3 clusters Score -96445.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96450.257812 Penalty: 2248.897217
	Iteration 19Q: 3 clusters Score -96450.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96453.789062 Penalty: 2248.897217
	Iteration 20F: 3 clusters Score -96453.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -96458.867188 Penalty: 2248.897217
	Iteration 21Q: 3 clusters Score -96458.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96463.921875 Penalty: 2248.897217
	Iteration 22Q: 3 clusters Score -96463.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96469.210938 Penalty: 2248.897217
	Iteration 23Q: 3 clusters Score -96469.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96469.890625 Penalty: 2248.897217
	Iteration 24Q: 3 clusters Score -96469.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96469.890625 Penalty: 2248.897217
	Iteration 25F: 3 clusters Score -96469.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Entering Unmasked Estep 
Score: -533470.875000 Penalty: 1390.448486
	Iteration 0F: 2 clusters Score -533470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -529417.812500 Penalty: 2780.896973
	Iteration 0F: 3 clusters Score -529417.8 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -530524.812500 Penalty: 2780.896973
	Iteration 1F: 3 clusters Score -530524.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -530744.312500 Penalty: 2780.896973
	Iteration 2F: 3 clusters Score -530744.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -530916.312500 Penalty: 2780.896973
	Iteration 3F: 3 clusters Score -530916.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -531059.187500 Penalty: 2780.896973
	Iteration 4Q: 3 clusters Score -531059.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -531183.375000 Penalty: 2780.896973
	Iteration 5Q: 3 clusters Score -531183.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -531283.625000 Penalty: 2780.896973
	Iteration 6Q: 3 clusters Score -531283.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -531371.562500 Penalty: 2780.896973
	Iteration 7Q: 3 clusters Score -531371.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -531468.812500 Penalty: 2780.896973
	Iteration 8Q: 3 clusters Score -531468.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -531553.000000 Penalty: 2780.896973
	Iteration 9Q: 3 clusters Score -531553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -531636.687500 Penalty: 2780.896973
	Iteration 10Q: 3 clusters Score -531636.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -531721.812500 Penalty: 2780.896973
	Iteration 11Q: 3 clusters Score -531721.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -531811.062500 Penalty: 2780.896973
	Iteration 12Q: 3 clusters Score -531811.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -531886.062500 Penalty: 2780.896973
	Iteration 13Q: 3 clusters Score -531886.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -531941.437500 Penalty: 2780.896973
	Iteration 14Q: 3 clusters Score -531941.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -531990.062500 Penalty: 2780.896973
	Iteration 15Q: 3 clusters Score -531990.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -532032.437500 Penalty: 2780.896973
	Iteration 16Q: 3 clusters Score -532032.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -532063.000000 Penalty: 2780.896973
	Iteration 17Q: 3 clusters Score -532063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -532094.000000 Penalty: 2780.896973
	Iteration 18Q: 3 clusters Score -532094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -532123.875000 Penalty: 2780.896973
	Iteration 19Q: 3 clusters Score -532123.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -532142.500000 Penalty: 2780.896973
	Iteration 20F: 3 clusters Score -532142.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -532160.937500 Penalty: 2780.896973
	Iteration 21Q: 3 clusters Score -532160.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -532176.750000 Penalty: 2780.896973
	Iteration 22Q: 3 clusters Score -532176.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -532190.375000 Penalty: 2780.896973
	Iteration 23Q: 3 clusters Score -532190.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -532201.312500 Penalty: 2780.896973
	Iteration 24Q: 3 clusters Score -532201.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -532211.875000 Penalty: 2780.896973
	Iteration 25Q: 3 clusters Score -532211.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -532215.875000 Penalty: 2780.896973
	Iteration 26Q: 3 clusters Score -532215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -532220.000000 Penalty: 2780.896973
	Iteration 27Q: 3 clusters Score -532220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -532221.687500 Penalty: 2780.896973
	Iteration 28Q: 3 clusters Score -532221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -532223.625000 Penalty: 2780.896973
	Iteration 29Q: 3 clusters Score -532223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -532224.000000 Penalty: 2780.896973
	Iteration 30Q: 3 clusters Score -532224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -532225.312500 Penalty: 2780.896973
	Iteration 31Q: 3 clusters Score -532225.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -532225.812500 Penalty: 2780.896973
	Iteration 32Q: 3 clusters Score -532225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -532227.250000 Penalty: 2780.896973
	Iteration 33Q: 3 clusters Score -532227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -532228.437500 Penalty: 2780.896973
	Iteration 34Q: 3 clusters Score -532228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -532228.500000 Penalty: 2780.896973
	Iteration 35Q: 3 clusters Score -532228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -532229.312500 Penalty: 2780.896973
	Iteration 36Q: 3 clusters Score -532229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -532229.125000 Penalty: 2780.896973
	Iteration 37Q: 3 clusters Score -532229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -532229.625000 Penalty: 2780.896973
	Iteration 38Q: 3 clusters Score -532229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -532229.562500 Penalty: 2780.896973
	Iteration 39Q: 3 clusters Score -532229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -532229.875000 Penalty: 2780.896973
	Iteration 40F: 3 clusters Score -532229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -532230.875000 Penalty: 2780.896973
	Iteration 41Q: 3 clusters Score -532230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -532232.562500 Penalty: 2780.896973
	Iteration 42Q: 3 clusters Score -532232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -532235.000000 Penalty: 2780.896973
	Iteration 43Q: 3 clusters Score -532235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -532235.687500 Penalty: 2780.896973
	Iteration 44Q: 3 clusters Score -532235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -532236.687500 Penalty: 2780.896973
	Iteration 45Q: 3 clusters Score -532236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -532237.437500 Penalty: 2780.896973
	Iteration 46Q: 3 clusters Score -532237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -532238.062500 Penalty: 2780.896973
	Iteration 47Q: 3 clusters Score -532238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -532238.062500 Penalty: 2780.896973
	Iteration 48F: 3 clusters Score -532238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -814515.750000 Penalty: 1456.929077
	Iteration 0F: 2 clusters Score -814515.8 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 3874 members 
Entering Unmasked Estep 
Score: -808723.562500 Penalty: 2913.858154
	Iteration 0F: 3 clusters Score -808723.6 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -810514.187500 Penalty: 2913.858154
	Iteration 1F: 3 clusters Score -810514.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -810710.312500 Penalty: 2913.858154
	Iteration 2F: 3 clusters Score -810710.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -810842.000000 Penalty: 2913.858154
	Iteration 3Q: 3 clusters Score -810842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -810937.812500 Penalty: 2913.858154
	Iteration 4Q: 3 clusters Score -810937.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -811007.375000 Penalty: 2913.858154
	Iteration 5Q: 3 clusters Score -811007.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -811064.187500 Penalty: 2913.858154
	Iteration 6Q: 3 clusters Score -811064.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -811109.562500 Penalty: 2913.858154
	Iteration 7Q: 3 clusters Score -811109.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -811158.875000 Penalty: 2913.858154
	Iteration 8Q: 3 clusters Score -811158.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -811204.125000 Penalty: 2913.858154
	Iteration 9Q: 3 clusters Score -811204.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -811253.125000 Penalty: 2913.858154
	Iteration 10Q: 3 clusters Score -811253.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -811303.000000 Penalty: 2913.858154
	Iteration 11Q: 3 clusters Score -811303 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -811373.375000 Penalty: 2913.858154
	Iteration 12Q: 3 clusters Score -811373.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -811471.312500 Penalty: 2913.858154
	Iteration 13Q: 3 clusters Score -811471.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -811588.000000 Penalty: 2913.858154
	Iteration 14Q: 3 clusters Score -811588 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -811733.750000 Penalty: 2913.858154
	Iteration 15Q: 3 clusters Score -811733.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -811893.250000 Penalty: 2913.858154
	Iteration 16Q: 3 clusters Score -811893.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -812066.250000 Penalty: 2913.858154
	Iteration 17Q: 3 clusters Score -812066.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -812261.062500 Penalty: 2913.858154
	Iteration 18Q: 3 clusters Score -812261.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -812449.062500 Penalty: 2913.858154
	Iteration 19Q: 3 clusters Score -812449.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -812592.562500 Penalty: 2913.858154
	Iteration 20F: 3 clusters Score -812592.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -812726.000000 Penalty: 2913.858154
	Iteration 21Q: 3 clusters Score -812726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -812847.750000 Penalty: 2913.858154
	Iteration 22Q: 3 clusters Score -812847.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -812934.312500 Penalty: 2913.858154
	Iteration 23Q: 3 clusters Score -812934.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -813003.000000 Penalty: 2913.858154
	Iteration 24Q: 3 clusters Score -813003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -813051.875000 Penalty: 2913.858154
	Iteration 25Q: 3 clusters Score -813051.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -813095.125000 Penalty: 2913.858154
	Iteration 26Q: 3 clusters Score -813095.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -813129.187500 Penalty: 2913.858154
	Iteration 27Q: 3 clusters Score -813129.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -813155.312500 Penalty: 2913.858154
	Iteration 28Q: 3 clusters Score -813155.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -813181.562500 Penalty: 2913.858154
	Iteration 29Q: 3 clusters Score -813181.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -813206.437500 Penalty: 2913.858154
	Iteration 30Q: 3 clusters Score -813206.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -813224.375000 Penalty: 2913.858154
	Iteration 31Q: 3 clusters Score -813224.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -813238.312500 Penalty: 2913.858154
	Iteration 32Q: 3 clusters Score -813238.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -813241.750000 Penalty: 2913.858154
	Iteration 33Q: 3 clusters Score -813241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -813245.937500 Penalty: 2913.858154
	Iteration 34Q: 3 clusters Score -813245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -813251.937500 Penalty: 2913.858154
	Iteration 35Q: 3 clusters Score -813251.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -813258.937500 Penalty: 2913.858154
	Iteration 36Q: 3 clusters Score -813258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -813261.875000 Penalty: 2913.858154
	Iteration 37Q: 3 clusters Score -813261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -813264.500000 Penalty: 2913.858154
	Iteration 38Q: 3 clusters Score -813264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -813265.875000 Penalty: 2913.858154
	Iteration 39Q: 3 clusters Score -813265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -813267.687500 Penalty: 2913.858154
	Iteration 40F: 3 clusters Score -813267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -813268.000000 Penalty: 2913.858154
	Iteration 41Q: 3 clusters Score -813268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -813270.625000 Penalty: 2913.858154
	Iteration 42Q: 3 clusters Score -813270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -813275.437500 Penalty: 2913.858154
	Iteration 43Q: 3 clusters Score -813275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -813280.500000 Penalty: 2913.858154
	Iteration 44Q: 3 clusters Score -813280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -813282.812500 Penalty: 2913.858154
	Iteration 45Q: 3 clusters Score -813282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -813282.750000 Penalty: 2913.858154
	Iteration 46Q: 3 clusters Score -813282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -813284.875000 Penalty: 2913.858154
	Iteration 47Q: 3 clusters Score -813284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -813284.375000 Penalty: 2913.858154
	Iteration 48Q: 3 clusters Score -813284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -813286.187500 Penalty: 2913.858154
	Iteration 49Q: 3 clusters Score -813286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -813287.375000 Penalty: 2913.858154
	Iteration 50Q: 3 clusters Score -813287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -813288.062500 Penalty: 2913.858154
	Iteration 51Q: 3 clusters Score -813288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -813289.500000 Penalty: 2913.858154
	Iteration 52Q: 3 clusters Score -813289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -813292.125000 Penalty: 2913.858154
	Iteration 53Q: 3 clusters Score -813292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -813293.937500 Penalty: 2913.858154
	Iteration 54Q: 3 clusters Score -813293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -813295.312500 Penalty: 2913.858154
	Iteration 55Q: 3 clusters Score -813295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -813296.875000 Penalty: 2913.858154
	Iteration 56Q: 3 clusters Score -813296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -813299.312500 Penalty: 2913.858154
	Iteration 57Q: 3 clusters Score -813299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -813299.125000 Penalty: 2913.858154
	Iteration 58Q: 3 clusters Score -813299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -813299.125000 Penalty: 2913.858154
	Iteration 59F: 3 clusters Score -813299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -752180.812500 Penalty: 1445.917847
	Iteration 0F: 2 clusters Score -752180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -746758.562500 Penalty: 2891.835693
	Iteration 0F: 3 clusters Score -746758.6 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -748303.875000 Penalty: 2891.835693
	Iteration 1F: 3 clusters Score -748303.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -748507.937500 Penalty: 2891.835693
	Iteration 2F: 3 clusters Score -748507.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -748663.000000 Penalty: 2891.835693
	Iteration 3F: 3 clusters Score -748663 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -748770.500000 Penalty: 2891.835693
	Iteration 4Q: 3 clusters Score -748770.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -748859.625000 Penalty: 2891.835693
	Iteration 5Q: 3 clusters Score -748859.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -748925.250000 Penalty: 2891.835693
	Iteration 6Q: 3 clusters Score -748925.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -748976.437500 Penalty: 2891.835693
	Iteration 7Q: 3 clusters Score -748976.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -749025.000000 Penalty: 2891.835693
	Iteration 8Q: 3 clusters Score -749025 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -749077.812500 Penalty: 2891.835693
	Iteration 9Q: 3 clusters Score -749077.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -749129.875000 Penalty: 2891.835693
	Iteration 10Q: 3 clusters Score -749129.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -749181.312500 Penalty: 2891.835693
	Iteration 11Q: 3 clusters Score -749181.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -749246.125000 Penalty: 2891.835693
	Iteration 12Q: 3 clusters Score -749246.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -749310.375000 Penalty: 2891.835693
	Iteration 13Q: 3 clusters Score -749310.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -749397.125000 Penalty: 2891.835693
	Iteration 14Q: 3 clusters Score -749397.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -749498.062500 Penalty: 2891.835693
	Iteration 15Q: 3 clusters Score -749498.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -749601.812500 Penalty: 2891.835693
	Iteration 16Q: 3 clusters Score -749601.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -749715.375000 Penalty: 2891.835693
	Iteration 17Q: 3 clusters Score -749715.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -749849.000000 Penalty: 2891.835693
	Iteration 18Q: 3 clusters Score -749849 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -750021.125000 Penalty: 2891.835693
	Iteration 19Q: 3 clusters Score -750021.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -750239.625000 Penalty: 2891.835693
	Iteration 20F: 3 clusters Score -750239.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -750447.875000 Penalty: 2891.835693
	Iteration 21Q: 3 clusters Score -750447.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -750585.625000 Penalty: 2891.835693
	Iteration 22Q: 3 clusters Score -750585.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -750680.000000 Penalty: 2891.835693
	Iteration 23Q: 3 clusters Score -750680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -750754.750000 Penalty: 2891.835693
	Iteration 24Q: 3 clusters Score -750754.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -750802.250000 Penalty: 2891.835693
	Iteration 25Q: 3 clusters Score -750802.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -750851.187500 Penalty: 2891.835693
	Iteration 26Q: 3 clusters Score -750851.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -750885.437500 Penalty: 2891.835693
	Iteration 27Q: 3 clusters Score -750885.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -750902.437500 Penalty: 2891.835693
	Iteration 28Q: 3 clusters Score -750902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -750924.937500 Penalty: 2891.835693
	Iteration 29Q: 3 clusters Score -750924.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -750942.875000 Penalty: 2891.835693
	Iteration 30Q: 3 clusters Score -750942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -750950.750000 Penalty: 2891.835693
	Iteration 31Q: 3 clusters Score -750950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -750953.187500 Penalty: 2891.835693
	Iteration 32Q: 3 clusters Score -750953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -750954.312500 Penalty: 2891.835693
	Iteration 33Q: 3 clusters Score -750954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -750954.750000 Penalty: 2891.835693
	Iteration 34Q: 3 clusters Score -750954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -750954.750000 Penalty: 2891.835693
	Iteration 35F: 3 clusters Score -750954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Entering Unmasked Estep 
Score: -463091.218750 Penalty: 1379.829712
	Iteration 0F: 2 clusters Score -463091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -459264.781250 Penalty: 2759.659424
	Iteration 0F: 3 clusters Score -459264.8 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -460459.031250 Penalty: 2759.659424
	Iteration 1F: 3 clusters Score -460459 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -460787.875000 Penalty: 2759.659424
	Iteration 2F: 3 clusters Score -460787.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -461035.500000 Penalty: 2759.659424
	Iteration 3F: 3 clusters Score -461035.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -461268.187500 Penalty: 2759.659424
	Iteration 4F: 3 clusters Score -461268.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -461482.437500 Penalty: 2759.659424
	Iteration 5F: 3 clusters Score -461482.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -461690.031250 Penalty: 2759.659424
	Iteration 6F: 3 clusters Score -461690 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -461846.875000 Penalty: 2759.659424
	Iteration 7Q: 3 clusters Score -461846.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -461960.500000 Penalty: 2759.659424
	Iteration 8Q: 3 clusters Score -461960.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -462058.156250 Penalty: 2759.659424
	Iteration 9Q: 3 clusters Score -462058.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -462142.906250 Penalty: 2759.659424
	Iteration 10Q: 3 clusters Score -462142.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -462237.750000 Penalty: 2759.659424
	Iteration 11Q: 3 clusters Score -462237.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -462337.156250 Penalty: 2759.659424
	Iteration 12Q: 3 clusters Score -462337.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -462418.468750 Penalty: 2759.659424
	Iteration 13Q: 3 clusters Score -462418.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -462464.187500 Penalty: 2759.659424
	Iteration 14Q: 3 clusters Score -462464.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -462502.593750 Penalty: 2759.659424
	Iteration 15Q: 3 clusters Score -462502.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -462540.312500 Penalty: 2759.659424
	Iteration 16Q: 3 clusters Score -462540.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -462568.156250 Penalty: 2759.659424
	Iteration 17Q: 3 clusters Score -462568.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -462589.218750 Penalty: 2759.659424
	Iteration 18Q: 3 clusters Score -462589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -462604.250000 Penalty: 2759.659424
	Iteration 19Q: 3 clusters Score -462604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -462617.593750 Penalty: 2759.659424
	Iteration 20F: 3 clusters Score -462617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -462626.093750 Penalty: 2759.659424
	Iteration 21Q: 3 clusters Score -462626.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -462632.718750 Penalty: 2759.659424
	Iteration 22Q: 3 clusters Score -462632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -462637.562500 Penalty: 2759.659424
	Iteration 23Q: 3 clusters Score -462637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -462637.437500 Penalty: 2759.659424
	Iteration 24Q: 3 clusters Score -462637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -462639.343750 Penalty: 2759.659424
	Iteration 25Q: 3 clusters Score -462639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -462639.000000 Penalty: 2759.659424
	Iteration 26Q: 3 clusters Score -462639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -462639.000000 Penalty: 2759.659424
	Iteration 27F: 3 clusters Score -462639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Entering Unmasked Estep 
Score: -873875.000000 Penalty: 1473.057373
	Iteration 0F: 2 clusters Score -873875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -867526.625000 Penalty: 2946.114746
	Iteration 0F: 3 clusters Score -867526.6 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -869642.312500 Penalty: 2946.114746
	Iteration 1F: 3 clusters Score -869642.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -869925.375000 Penalty: 2946.114746
	Iteration 2F: 3 clusters Score -869925.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -870182.750000 Penalty: 2946.114746
	Iteration 3F: 3 clusters Score -870182.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -870432.062500 Penalty: 2946.114746
	Iteration 4Q: 3 clusters Score -870432.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -870667.875000 Penalty: 2946.114746
	Iteration 5Q: 3 clusters Score -870667.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -870896.750000 Penalty: 2946.114746
	Iteration 6Q: 3 clusters Score -870896.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -871124.125000 Penalty: 2946.114746
	Iteration 7Q: 3 clusters Score -871124.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -871446.562500 Penalty: 2946.114746
	Iteration 8Q: 3 clusters Score -871446.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -871812.625000 Penalty: 2946.114746
	Iteration 9Q: 3 clusters Score -871812.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -872140.500000 Penalty: 2946.114746
	Iteration 10Q: 3 clusters Score -872140.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -872405.500000 Penalty: 2946.114746
	Iteration 11Q: 3 clusters Score -872405.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -872597.562500 Penalty: 2946.114746
	Iteration 12Q: 3 clusters Score -872597.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -872749.000000 Penalty: 2946.114746
	Iteration 13Q: 3 clusters Score -872749 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -872886.562500 Penalty: 2946.114746
	Iteration 14Q: 3 clusters Score -872886.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -872984.250000 Penalty: 2946.114746
	Iteration 15Q: 3 clusters Score -872984.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -873056.937500 Penalty: 2946.114746
	Iteration 16Q: 3 clusters Score -873056.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -873100.750000 Penalty: 2946.114746
	Iteration 17Q: 3 clusters Score -873100.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -873123.312500 Penalty: 2946.114746
	Iteration 18Q: 3 clusters Score -873123.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -873135.625000 Penalty: 2946.114746
	Iteration 19Q: 3 clusters Score -873135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -873139.500000 Penalty: 2946.114746
	Iteration 20F: 3 clusters Score -873139.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -873142.125000 Penalty: 2946.114746
	Iteration 21Q: 3 clusters Score -873142.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -873145.937500 Penalty: 2946.114746
	Iteration 22Q: 3 clusters Score -873145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -873147.500000 Penalty: 2946.114746
	Iteration 23Q: 3 clusters Score -873147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -873147.500000 Penalty: 2946.114746
	Iteration 24Q: 3 clusters Score -873147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -873147.500000 Penalty: 2946.114746
	Iteration 25F: 3 clusters Score -873147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Entering Unmasked Estep 
Score: -4513109.000000 Penalty: 1734.906372
	Iteration 0F: 2 clusters Score -4513109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4484124.000000 Penalty: 3469.812744
	Iteration 0F: 3 clusters Score -4484124 nChanged 20278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -4495318.500000 Penalty: 3469.812744
	Iteration 1F: 3 clusters Score -4495318 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4495660.500000 Penalty: 3469.812744
	Iteration 2Q: 3 clusters Score -4495660 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4495947.500000 Penalty: 3469.812744
	Iteration 3Q: 3 clusters Score -4495948 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4496196.000000 Penalty: 3469.812744
	Iteration 4Q: 3 clusters Score -4496196 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4496392.000000 Penalty: 3469.812744
	Iteration 5Q: 3 clusters Score -4496392 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4496643.000000 Penalty: 3469.812744
	Iteration 6Q: 3 clusters Score -4496643 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4496834.500000 Penalty: 3469.812744
	Iteration 7Q: 3 clusters Score -4496834 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4497037.000000 Penalty: 3469.812744
	Iteration 8Q: 3 clusters Score -4497037 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4497216.000000 Penalty: 3469.812744
	Iteration 9Q: 3 clusters Score -4497216 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4497418.000000 Penalty: 3469.812744
	Iteration 10Q: 3 clusters Score -4497418 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -4497660.000000 Penalty: 3469.812744
	Iteration 11Q: 3 clusters Score -4497660 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4497989.500000 Penalty: 3469.812744
	Iteration 12Q: 3 clusters Score -4497990 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4498320.000000 Penalty: 3469.812744
	Iteration 13Q: 3 clusters Score -4498320 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4498872.000000 Penalty: 3469.812744
	Iteration 14Q: 3 clusters Score -4498872 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4499698.500000 Penalty: 3469.812744
	Iteration 15Q: 3 clusters Score -4499698 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -4500828.000000 Penalty: 3469.812744
	Iteration 16Q: 3 clusters Score -4500828 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -4502128.500000 Penalty: 3469.812744
	Iteration 17Q: 3 clusters Score -4502128 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4503095.000000 Penalty: 3469.812744
	Iteration 18Q: 3 clusters Score -4503095 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4503617.500000 Penalty: 3469.812744
	Iteration 19Q: 3 clusters Score -4503618 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4503877.500000 Penalty: 3469.812744
	Iteration 20F: 3 clusters Score -4503878 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4504032.000000 Penalty: 3469.812744
	Iteration 21Q: 3 clusters Score -4504032 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -4504148.000000 Penalty: 3469.812744
	Iteration 22Q: 3 clusters Score -4504148 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4504247.000000 Penalty: 3469.812744
	Iteration 23Q: 3 clusters Score -4504247 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -4504397.500000 Penalty: 3469.812744
	Iteration 24Q: 3 clusters Score -4504398 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4504537.500000 Penalty: 3469.812744
	Iteration 25Q: 3 clusters Score -4504538 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -4504694.000000 Penalty: 3469.812744
	Iteration 26Q: 3 clusters Score -4504694 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4504868.500000 Penalty: 3469.812744
	Iteration 27Q: 3 clusters Score -4504868 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4505037.500000 Penalty: 3469.812744
	Iteration 28Q: 3 clusters Score -4505038 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4505232.500000 Penalty: 3469.812744
	Iteration 29Q: 3 clusters Score -4505232 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4505496.000000 Penalty: 3469.812744
	Iteration 30Q: 3 clusters Score -4505496 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4505801.000000 Penalty: 3469.812744
	Iteration 31Q: 3 clusters Score -4505801 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4506198.000000 Penalty: 3469.812744
	Iteration 32Q: 3 clusters Score -4506198 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4506557.000000 Penalty: 3469.812744
	Iteration 33Q: 3 clusters Score -4506557 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4506984.000000 Penalty: 3469.812744
	Iteration 34Q: 3 clusters Score -4506984 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4507433.500000 Penalty: 3469.812744
	Iteration 35Q: 3 clusters Score -4507434 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -4507909.000000 Penalty: 3469.812744
	Iteration 36Q: 3 clusters Score -4507909 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4508447.000000 Penalty: 3469.812744
	Iteration 37Q: 3 clusters Score -4508447 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4508968.500000 Penalty: 3469.812744
	Iteration 38Q: 3 clusters Score -4508968 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4509446.000000 Penalty: 3469.812744
	Iteration 39Q: 3 clusters Score -4509446 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4509890.500000 Penalty: 3469.812744
	Iteration 40F: 3 clusters Score -4509890 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4510332.000000 Penalty: 3469.812744
	Iteration 41Q: 3 clusters Score -4510332 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -4510714.000000 Penalty: 3469.812744
	Iteration 42Q: 3 clusters Score -4510714 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -4511017.500000 Penalty: 3469.812744
	Iteration 43Q: 3 clusters Score -4511018 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -4511213.000000 Penalty: 3469.812744
	Iteration 44Q: 3 clusters Score -4511213 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -4511374.000000 Penalty: 3469.812744
	Iteration 45Q: 3 clusters Score -4511374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -4511446.000000 Penalty: 3469.812744
	Iteration 46Q: 3 clusters Score -4511446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -4511484.000000 Penalty: 3469.812744
	Iteration 47Q: 3 clusters Score -4511484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -4511513.500000 Penalty: 3469.812744
	Iteration 48Q: 3 clusters Score -4511514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -4511535.500000 Penalty: 3469.812744
	Iteration 49Q: 3 clusters Score -4511536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -4511554.000000 Penalty: 3469.812744
	Iteration 50Q: 3 clusters Score -4511554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -4511566.500000 Penalty: 3469.812744
	Iteration 51Q: 3 clusters Score -4511566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -4511576.000000 Penalty: 3469.812744
	Iteration 52Q: 3 clusters Score -4511576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -4511578.000000 Penalty: 3469.812744
	Iteration 53Q: 3 clusters Score -4511578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -4511579.000000 Penalty: 3469.812744
	Iteration 54Q: 3 clusters Score -4511579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -4511577.000000 Penalty: 3469.812744
	Iteration 55Q: 3 clusters Score -4511577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -4511578.500000 Penalty: 3469.812744
	Iteration 56Q: 3 clusters Score -4511578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -4511583.000000 Penalty: 3469.812744
	Iteration 57Q: 3 clusters Score -4511583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4511583.500000 Penalty: 3469.812744
	Iteration 58Q: 3 clusters Score -4511584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4511583.500000 Penalty: 3469.812744
	Iteration 59F: 3 clusters Score -4511584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Entering Unmasked Estep 
Score: -7944488.500000 Penalty: 1824.240601
	Iteration 0F: 2 clusters Score -7944488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -7894279.000000 Penalty: 3648.481201
	Iteration 0F: 3 clusters Score -7894279 nChanged 35638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7914682.500000 Penalty: 3648.481201
	Iteration 1F: 3 clusters Score -7914682 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -7915391.500000 Penalty: 3648.481201
	Iteration 2Q: 3 clusters Score -7915392 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -7916633.000000 Penalty: 3648.481201
	Iteration 3Q: 3 clusters Score -7916633 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -7918984.500000 Penalty: 3648.481201
	Iteration 4F: 3 clusters Score -7918984 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -7922779.000000 Penalty: 3648.481201
	Iteration 5F: 3 clusters Score -7922779 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -7928194.500000 Penalty: 3648.481201
	Iteration 6F: 3 clusters Score -7928194 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -7934117.500000 Penalty: 3648.481201
	Iteration 7F: 3 clusters Score -7934118 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -7938593.500000 Penalty: 3648.481201
	Iteration 8F: 3 clusters Score -7938594 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -7940990.000000 Penalty: 3648.481201
	Iteration 9Q: 3 clusters Score -7940990 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -7941960.500000 Penalty: 3648.481201
	Iteration 10Q: 3 clusters Score -7941960 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -7942429.500000 Penalty: 3648.481201
	Iteration 11Q: 3 clusters Score -7942430 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -7942706.000000 Penalty: 3648.481201
	Iteration 12Q: 3 clusters Score -7942706 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -7942902.500000 Penalty: 3648.481201
	Iteration 13Q: 3 clusters Score -7942902 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -7942995.000000 Penalty: 3648.481201
	Iteration 14Q: 3 clusters Score -7942995 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -7943077.000000 Penalty: 3648.481201
	Iteration 15Q: 3 clusters Score -7943077 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -7943149.500000 Penalty: 3648.481201
	Iteration 16Q: 3 clusters Score -7943150 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -7943188.500000 Penalty: 3648.481201
	Iteration 17Q: 3 clusters Score -7943188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -7943244.500000 Penalty: 3648.481201
	Iteration 18Q: 3 clusters Score -7943244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -7943279.000000 Penalty: 3648.481201
	Iteration 19Q: 3 clusters Score -7943279 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -7943327.000000 Penalty: 3648.481201
	Iteration 20F: 3 clusters Score -7943327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -7943331.000000 Penalty: 3648.481201
	Iteration 21Q: 3 clusters Score -7943331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -7943330.000000 Penalty: 3648.481201
	Iteration 22Q: 3 clusters Score -7943330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -7943349.000000 Penalty: 3648.481201
	Iteration 23Q: 3 clusters Score -7943349 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -7943362.500000 Penalty: 3648.481201
	Iteration 24Q: 3 clusters Score -7943362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -7943387.000000 Penalty: 3648.481201
	Iteration 25Q: 3 clusters Score -7943387 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -7943409.500000 Penalty: 3648.481201
	Iteration 26Q: 3 clusters Score -7943410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -7943426.500000 Penalty: 3648.481201
	Iteration 27Q: 3 clusters Score -7943426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -7943428.500000 Penalty: 3648.481201
	Iteration 28Q: 3 clusters Score -7943428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -7943448.000000 Penalty: 3648.481201
	Iteration 29Q: 3 clusters Score -7943448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -7943466.000000 Penalty: 3648.481201
	Iteration 30Q: 3 clusters Score -7943466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -7943474.000000 Penalty: 3648.481201
	Iteration 31Q: 3 clusters Score -7943474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -7943487.000000 Penalty: 3648.481201
	Iteration 32Q: 3 clusters Score -7943487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -7943484.500000 Penalty: 3648.481201
	Iteration 33Q: 3 clusters Score -7943484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -7943483.000000 Penalty: 3648.481201
	Iteration 34Q: 3 clusters Score -7943483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -7943480.500000 Penalty: 3648.481201
	Iteration 35Q: 3 clusters Score -7943480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -7943480.000000 Penalty: 3648.481201
	Iteration 36Q: 3 clusters Score -7943480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -7943466.000000 Penalty: 3648.481201
	Iteration 37Q: 3 clusters Score -7943466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -7943472.500000 Penalty: 3648.481201
	Iteration 38Q: 3 clusters Score -7943472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -7943484.000000 Penalty: 3648.481201
	Iteration 39Q: 3 clusters Score -7943484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -7943490.500000 Penalty: 3648.481201
	Iteration 40F: 3 clusters Score -7943490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -7943495.000000 Penalty: 3648.481201
	Iteration 41Q: 3 clusters Score -7943495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -7943493.000000 Penalty: 3648.481201
	Iteration 42Q: 3 clusters Score -7943493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -7943505.500000 Penalty: 3648.481201
	Iteration 43Q: 3 clusters Score -7943506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -7943507.000000 Penalty: 3648.481201
	Iteration 44Q: 3 clusters Score -7943507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -7943510.500000 Penalty: 3648.481201
	Iteration 45Q: 3 clusters Score -7943510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -7943510.500000 Penalty: 3648.481201
	Iteration 46Q: 3 clusters Score -7943510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -7943504.500000 Penalty: 3648.481201
	Iteration 47Q: 3 clusters Score -7943504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -7943512.000000 Penalty: 3648.481201
	Iteration 48Q: 3 clusters Score -7943512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -7943510.000000 Penalty: 3648.481201
	Iteration 49Q: 3 clusters Score -7943510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -7943509.500000 Penalty: 3648.481201
	Iteration 50Q: 3 clusters Score -7943510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -7943499.000000 Penalty: 3648.481201
	Iteration 51Q: 3 clusters Score -7943499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -7943506.000000 Penalty: 3648.481201
	Iteration 52Q: 3 clusters Score -7943506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -7943512.000000 Penalty: 3648.481201
	Iteration 53Q: 3 clusters Score -7943512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -7943514.500000 Penalty: 3648.481201
	Iteration 54Q: 3 clusters Score -7943514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -7943517.000000 Penalty: 3648.481201
	Iteration 55Q: 3 clusters Score -7943517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -7943517.000000 Penalty: 3648.481201
	Iteration 56Q: 3 clusters Score -7943517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -7943511.000000 Penalty: 3648.481201
	Iteration 57Q: 3 clusters Score -7943511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -7943506.500000 Penalty: 3648.481201
	Iteration 58Q: 3 clusters Score -7943506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -7943504.000000 Penalty: 3648.481201
	Iteration 59Q: 3 clusters Score -7943504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -7943504.000000 Penalty: 3648.481201
	Iteration 60F: 3 clusters Score -7943504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -321896.375000 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -321896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -318979.875000 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -318979.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -319742.281250 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -319742.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -319909.656250 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -319909.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -320021.250000 Penalty: 2631.762451
	Iteration 3Q: 3 clusters Score -320021.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -320109.687500 Penalty: 2631.762451
	Iteration 4Q: 3 clusters Score -320109.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -320200.500000 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -320200.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320293.843750 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -320293.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -320389.562500 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -320389.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -320484.968750 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -320485 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -320568.906250 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -320568.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -320644.687500 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -320644.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -320713.906250 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -320713.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -320783.062500 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -320783.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320844.843750 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -320844.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -320893.593750 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -320893.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -320940.312500 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -320940.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -320984.781250 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -320984.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -321026.437500 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -321026.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -321057.187500 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -321057.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -321077.156250 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -321077.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321094.031250 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -321094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -321108.625000 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -321108.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -321127.062500 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -321127.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -321141.218750 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -321141.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -321156.531250 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -321156.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -321165.750000 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -321165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -321169.687500 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -321169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -321171.781250 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -321171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -321174.156250 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -321174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -321174.031250 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -321174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -321174.031250 Penalty: 2631.762451
	Iteration 30F: 3 clusters Score -321174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -167799.562500 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -167799.6 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 822 members 
Entering Unmasked Estep 
Score: -165934.796875 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -165934.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166296.812500 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -166296.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166373.421875 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -166373.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -166415.546875 Penalty: 2406.983398
	Iteration 3Q: 3 clusters Score -166415.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166441.921875 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -166441.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166462.109375 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -166462.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166479.812500 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -166479.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166491.375000 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -166491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166498.125000 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -166498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166501.406250 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -166501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166507.781250 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -166507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166514.406250 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -166514.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166520.515625 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -166520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -166528.093750 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -166528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166531.875000 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -166531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166533.796875 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -166533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166536.484375 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -166536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166537.390625 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -166537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166540.562500 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -166540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166543.796875 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -166543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166545.593750 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -166545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166550.156250 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -166550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -166553.546875 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -166553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -166556.390625 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -166556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166559.531250 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -166559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166560.109375 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -166560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166562.843750 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -166562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166563.531250 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -166563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166563.531250 Penalty: 2406.983398
	Iteration 28F: 3 clusters Score -166563.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -234817.687500 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -234817.7 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 1227 members 
Entering Unmasked Estep 
Score: -232526.984375 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -232527 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233245.921875 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -233245.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -233488.046875 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -233488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -233687.500000 Penalty: 2530.899170
	Iteration 3F: 3 clusters Score -233687.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -233836.031250 Penalty: 2530.899170
	Iteration 4F: 3 clusters Score -233836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -233929.531250 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -233929.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -233990.765625 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -233990.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234037.187500 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -234037.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -234070.921875 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -234070.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234102.343750 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -234102.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234130.250000 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -234130.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234148.171875 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -234148.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234169.031250 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -234169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234191.562500 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -234191.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234216.296875 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -234216.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -234237.140625 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -234237.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -234252.046875 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -234252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -234259.828125 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -234259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -234270.734375 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -234270.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -234277.296875 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -234277.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -234283.406250 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -234283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -234289.218750 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -234289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -234293.187500 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -234293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -234296.984375 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -234297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -234299.953125 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -234300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -234301.796875 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -234301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -234303.265625 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -234303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -234304.296875 Penalty: 2530.899170
	Iteration 27Q: 3 clusters Score -234304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234305.484375 Penalty: 2530.899170
	Iteration 28Q: 3 clusters Score -234305.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234305.484375 Penalty: 2530.899170
	Iteration 29F: 3 clusters Score -234305.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Entering Unmasked Estep 
Score: -845088.937500 Penalty: 1464.985962
	Iteration 0F: 2 clusters Score -845088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -839005.812500 Penalty: 2929.971924
	Iteration 0F: 3 clusters Score -839005.8 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -840898.750000 Penalty: 2929.971924
	Iteration 1F: 3 clusters Score -840898.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -841108.250000 Penalty: 2929.971924
	Iteration 2F: 3 clusters Score -841108.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -841286.562500 Penalty: 2929.971924
	Iteration 3Q: 3 clusters Score -841286.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -841444.375000 Penalty: 2929.971924
	Iteration 4Q: 3 clusters Score -841444.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -841596.437500 Penalty: 2929.971924
	Iteration 5Q: 3 clusters Score -841596.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -841751.812500 Penalty: 2929.971924
	Iteration 6Q: 3 clusters Score -841751.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -841889.000000 Penalty: 2929.971924
	Iteration 7Q: 3 clusters Score -841889 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -842025.062500 Penalty: 2929.971924
	Iteration 8Q: 3 clusters Score -842025.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -842168.875000 Penalty: 2929.971924
	Iteration 9Q: 3 clusters Score -842168.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -842318.187500 Penalty: 2929.971924
	Iteration 10Q: 3 clusters Score -842318.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -842480.500000 Penalty: 2929.971924
	Iteration 11Q: 3 clusters Score -842480.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -842661.687500 Penalty: 2929.971924
	Iteration 12Q: 3 clusters Score -842661.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -842874.437500 Penalty: 2929.971924
	Iteration 13Q: 3 clusters Score -842874.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -843056.562500 Penalty: 2929.971924
	Iteration 14Q: 3 clusters Score -843056.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -843217.625000 Penalty: 2929.971924
	Iteration 15Q: 3 clusters Score -843217.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -843364.750000 Penalty: 2929.971924
	Iteration 16Q: 3 clusters Score -843364.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -843474.875000 Penalty: 2929.971924
	Iteration 17Q: 3 clusters Score -843474.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -843576.187500 Penalty: 2929.971924
	Iteration 18Q: 3 clusters Score -843576.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -843667.625000 Penalty: 2929.971924
	Iteration 19Q: 3 clusters Score -843667.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -843745.625000 Penalty: 2929.971924
	Iteration 20F: 3 clusters Score -843745.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -843796.687500 Penalty: 2929.971924
	Iteration 21Q: 3 clusters Score -843796.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -843831.312500 Penalty: 2929.971924
	Iteration 22Q: 3 clusters Score -843831.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -843860.750000 Penalty: 2929.971924
	Iteration 23Q: 3 clusters Score -843860.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -843892.187500 Penalty: 2929.971924
	Iteration 24Q: 3 clusters Score -843892.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -843916.125000 Penalty: 2929.971924
	Iteration 25Q: 3 clusters Score -843916.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -843937.500000 Penalty: 2929.971924
	Iteration 26Q: 3 clusters Score -843937.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -843947.062500 Penalty: 2929.971924
	Iteration 27Q: 3 clusters Score -843947.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -843958.500000 Penalty: 2929.971924
	Iteration 28Q: 3 clusters Score -843958.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -843966.437500 Penalty: 2929.971924
	Iteration 29Q: 3 clusters Score -843966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -843973.875000 Penalty: 2929.971924
	Iteration 30Q: 3 clusters Score -843973.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -843979.125000 Penalty: 2929.971924
	Iteration 31Q: 3 clusters Score -843979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -843981.625000 Penalty: 2929.971924
	Iteration 32Q: 3 clusters Score -843981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -843983.500000 Penalty: 2929.971924
	Iteration 33Q: 3 clusters Score -843983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -843984.562500 Penalty: 2929.971924
	Iteration 34Q: 3 clusters Score -843984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -843985.500000 Penalty: 2929.971924
	Iteration 35Q: 3 clusters Score -843985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -843988.812500 Penalty: 2929.971924
	Iteration 36Q: 3 clusters Score -843988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -843990.562500 Penalty: 2929.971924
	Iteration 37Q: 3 clusters Score -843990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -843992.875000 Penalty: 2929.971924
	Iteration 38Q: 3 clusters Score -843992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -843996.562500 Penalty: 2929.971924
	Iteration 39Q: 3 clusters Score -843996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -843996.187500 Penalty: 2929.971924
	Iteration 40F: 3 clusters Score -843996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -843998.812500 Penalty: 2929.971924
	Iteration 41Q: 3 clusters Score -843998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -843999.625000 Penalty: 2929.971924
	Iteration 42Q: 3 clusters Score -843999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -843999.625000 Penalty: 2929.971924
	Iteration 43Q: 3 clusters Score -843999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -844001.062500 Penalty: 2929.971924
	Iteration 44Q: 3 clusters Score -844001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -844001.062500 Penalty: 2929.971924
	Iteration 45Q: 3 clusters Score -844001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -844002.625000 Penalty: 2929.971924
	Iteration 46Q: 3 clusters Score -844002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -844003.187500 Penalty: 2929.971924
	Iteration 47Q: 3 clusters Score -844003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -844002.875000 Penalty: 2929.971924
	Iteration 48Q: 3 clusters Score -844002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -844002.562500 Penalty: 2929.971924
	Iteration 49Q: 3 clusters Score -844002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -844005.812500 Penalty: 2929.971924
	Iteration 50Q: 3 clusters Score -844005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -844005.812500 Penalty: 2929.971924
	Iteration 51Q: 3 clusters Score -844005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -844006.000000 Penalty: 2929.971924
	Iteration 52Q: 3 clusters Score -844006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -844005.687500 Penalty: 2929.971924
	Iteration 53Q: 3 clusters Score -844005.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -844005.687500 Penalty: 2929.971924
	Iteration 54F: 3 clusters Score -844005.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -335683.906250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -335683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -332684.718750 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -332684.7 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -333467.718750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -333467.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -333645.000000 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -333645 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -333753.187500 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -333753.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -333828.500000 Penalty: 2645.791992
	Iteration 4Q: 3 clusters Score -333828.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -333903.281250 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -333903.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -333964.687500 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -333964.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -334021.593750 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -334021.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -334067.125000 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -334067.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -334111.062500 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -334111.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -334153.750000 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -334153.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -334197.562500 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -334197.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -334240.531250 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -334240.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -334286.406250 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -334286.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -334329.375000 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -334329.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -334365.687500 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -334365.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -334408.718750 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -334408.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -334456.093750 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -334456.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -334496.593750 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -334496.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -334534.656250 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -334534.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -334575.312500 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -334575.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -334630.187500 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -334630.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -334691.218750 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -334691.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -334755.656250 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -334755.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -334811.937500 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -334811.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -334877.375000 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -334877.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -334935.250000 Penalty: 2645.791992
	Iteration 26Q: 3 clusters Score -334935.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -334995.312500 Penalty: 2645.791992
	Iteration 27Q: 3 clusters Score -334995.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -335086.562500 Penalty: 2645.791992
	Iteration 28Q: 3 clusters Score -335086.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -335237.031250 Penalty: 2645.791992
	Iteration 29Q: 3 clusters Score -335237 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -335455.437500 Penalty: 2645.791992
	Iteration 30Q: 3 clusters Score -335455.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -335700.843750 Penalty: 2645.791992
	Iteration 31Q: 3 clusters Score -335700.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -335847.843750 Penalty: 2645.791992
	Iteration 32Q: 3 clusters Score -335847.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -335895.468750 Penalty: 2645.791992
	Iteration 33Q: 3 clusters Score -335895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -335910.125000 Penalty: 2645.791992
	Iteration 34Q: 3 clusters Score -335910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -335915.500000 Penalty: 2645.791992
	Iteration 35Q: 3 clusters Score -335915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -335922.218750 Penalty: 2645.791992
	Iteration 36Q: 3 clusters Score -335922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -335922.812500 Penalty: 2645.791992
	Iteration 37Q: 3 clusters Score -335922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -335922.812500 Penalty: 2645.791992
	Iteration 38F: 3 clusters Score -335922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 831 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29679 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22038 members 
Mstep: Class 31 contains 6390 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3698 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2637 members 
Mstep: Class 44 contains 2601 members 
Entering Unmasked Estep 
Score: -54934932.000000 Penalty: 94598.937500
Splitting cluster 23 changes total score from -54935468.000000 to -54934932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -176392.062500 Penalty: 1246.671875
	Iteration 0F: 2 clusters Score -176392.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -174386.531250 Penalty: 2493.343750
	Iteration 0F: 3 clusters Score -174386.5 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175443.609375 Penalty: 2493.343750
	Iteration 1F: 3 clusters Score -175443.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -175869.125000 Penalty: 2493.343750
	Iteration 2F: 3 clusters Score -175869.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -176078.437500 Penalty: 2493.343750
	Iteration 3F: 3 clusters Score -176078.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -176213.656250 Penalty: 2493.343750
	Iteration 4Q: 3 clusters Score -176213.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -176299.593750 Penalty: 2493.343750
	Iteration 5Q: 3 clusters Score -176299.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -176347.171875 Penalty: 2493.343750
	Iteration 6Q: 3 clusters Score -176347.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -176366.343750 Penalty: 2493.343750
	Iteration 7Q: 3 clusters Score -176366.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -176384.812500 Penalty: 2493.343750
	Iteration 8Q: 3 clusters Score -176384.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -176399.906250 Penalty: 2493.343750
	Iteration 9Q: 3 clusters Score -176399.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -176417.234375 Penalty: 2493.343750
	Iteration 10Q: 3 clusters Score -176417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -176429.343750 Penalty: 2493.343750
	Iteration 11Q: 3 clusters Score -176429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -176439.015625 Penalty: 2493.343750
	Iteration 12Q: 3 clusters Score -176439 nChanged 10
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: -176444.484375 Penalty: 2493.343750
	Iteration 13Q: 3 clusters Score -176444.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -176446.296875 Penalty: 2493.343750
	Iteration 14Q: 3 clusters Score -176446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -176449.765625 Penalty: 2493.343750
	Iteration 15Q: 3 clusters Score -176449.8 nChanged 4
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: -176453.390625 Penalty: 2493.343750
	Iteration 16Q: 3 clusters Score -176453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -176454.468750 Penalty: 2493.343750
	Iteration 17Q: 3 clusters Score -176454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -176455.796875 Penalty: 2493.343750
	Iteration 18Q: 3 clusters Score -176455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -176456.562500 Penalty: 2493.343750
	Iteration 19Q: 3 clusters Score -176456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -176459.312500 Penalty: 2493.343750
	Iteration 20F: 3 clusters Score -176459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -176459.984375 Penalty: 2493.343750
	Iteration 21Q: 3 clusters Score -176460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -176460.250000 Penalty: 2493.343750
	Iteration 22Q: 3 clusters Score -176460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -176460.250000 Penalty: 2493.343750
	Iteration 23F: 3 clusters Score -176460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 583 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29679 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22038 members 
Mstep: Class 31 contains 6390 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3698 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2637 members 
Mstep: Class 44 contains 1564 members 
Entering Unmasked Estep 
Score: -54934664.000000 Penalty: 94598.937500
Splitting cluster 24 changes total score from -54935468.000000 to -54934664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -241737.750000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -241737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -239350.187500 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -239350.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239922.140625 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -239922.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -240073.187500 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -240073.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -240194.000000 Penalty: 2539.022949
	Iteration 3F: 3 clusters Score -240194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240279.984375 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -240280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240353.484375 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -240353.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -240417.546875 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -240417.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -240494.015625 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -240494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -240586.687500 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -240586.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -240701.906250 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -240701.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -240822.906250 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -240822.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -240980.140625 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -240980.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -241162.625000 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -241162.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -241320.875000 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -241320.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -241416.859375 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -241416.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -241466.734375 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -241466.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -241490.781250 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -241490.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -241502.484375 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -241502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -241512.328125 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -241512.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -241520.093750 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -241520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -241523.546875 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -241523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -241525.359375 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -241525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -241528.140625 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -241528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -241532.890625 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -241532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -241537.968750 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -241538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -241543.578125 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -241543.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -241547.640625 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -241547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -241553.296875 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -241553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241561.875000 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -241561.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -241575.015625 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -241575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -241584.578125 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -241584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -241600.421875 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -241600.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -241610.281250 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -241610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -241615.390625 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -241615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -241619.140625 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -241619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -241623.406250 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -241623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241624.000000 Penalty: 2539.022949
	Iteration 36Q: 3 clusters Score -241624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -241625.062500 Penalty: 2539.022949
	Iteration 37Q: 3 clusters Score -241625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241625.921875 Penalty: 2539.022949
	Iteration 38Q: 3 clusters Score -241625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -241626.671875 Penalty: 2539.022949
	Iteration 39Q: 3 clusters Score -241626.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241626.937500 Penalty: 2539.022949
	Iteration 40F: 3 clusters Score -241626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241627.734375 Penalty: 2539.022949
	Iteration 41Q: 3 clusters Score -241627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -241627.812500 Penalty: 2539.022949
	Iteration 42Q: 3 clusters Score -241627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -241627.812500 Penalty: 2539.022949
	Iteration 43F: 3 clusters Score -241627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -523199.062500 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -523199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -519067.718750 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -519067.7 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -520138.406250 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -520138.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -520312.875000 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -520312.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -520420.875000 Penalty: 2779.330811
	Iteration 3Q: 3 clusters Score -520420.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -520501.562500 Penalty: 2779.330811
	Iteration 4Q: 3 clusters Score -520501.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -520593.375000 Penalty: 2779.330811
	Iteration 5Q: 3 clusters Score -520593.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -520667.468750 Penalty: 2779.330811
	Iteration 6Q: 3 clusters Score -520667.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -520732.125000 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -520732.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -520804.375000 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -520804.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -520880.187500 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -520880.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -520939.437500 Penalty: 2779.330811
	Iteration 10Q: 3 clusters Score -520939.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -520997.781250 Penalty: 2779.330811
	Iteration 11Q: 3 clusters Score -520997.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -521057.031250 Penalty: 2779.330811
	Iteration 12Q: 3 clusters Score -521057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -521127.687500 Penalty: 2779.330811
	Iteration 13Q: 3 clusters Score -521127.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -521190.375000 Penalty: 2779.330811
	Iteration 14Q: 3 clusters Score -521190.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -521241.781250 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -521241.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -521292.312500 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -521292.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -521346.625000 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -521346.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -521405.906250 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -521405.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -521458.875000 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -521458.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -521506.250000 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -521506.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -521548.437500 Penalty: 2779.330811
	Iteration 21Q: 3 clusters Score -521548.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -521584.781250 Penalty: 2779.330811
	Iteration 22Q: 3 clusters Score -521584.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -521611.656250 Penalty: 2779.330811
	Iteration 23Q: 3 clusters Score -521611.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -521652.062500 Penalty: 2779.330811
	Iteration 24Q: 3 clusters Score -521652.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -521684.187500 Penalty: 2779.330811
	Iteration 25Q: 3 clusters Score -521684.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -521718.062500 Penalty: 2779.330811
	Iteration 26Q: 3 clusters Score -521718.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -521753.093750 Penalty: 2779.330811
	Iteration 27Q: 3 clusters Score -521753.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -521782.625000 Penalty: 2779.330811
	Iteration 28Q: 3 clusters Score -521782.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -521821.968750 Penalty: 2779.330811
	Iteration 29Q: 3 clusters Score -521822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -521857.375000 Penalty: 2779.330811
	Iteration 30Q: 3 clusters Score -521857.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -521880.031250 Penalty: 2779.330811
	Iteration 31Q: 3 clusters Score -521880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -521898.906250 Penalty: 2779.330811
	Iteration 32Q: 3 clusters Score -521898.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -521915.937500 Penalty: 2779.330811
	Iteration 33Q: 3 clusters Score -521915.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -521931.937500 Penalty: 2779.330811
	Iteration 34Q: 3 clusters Score -521931.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -521951.375000 Penalty: 2779.330811
	Iteration 35Q: 3 clusters Score -521951.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -521966.000000 Penalty: 2779.330811
	Iteration 36Q: 3 clusters Score -521966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -521977.406250 Penalty: 2779.330811
	Iteration 37Q: 3 clusters Score -521977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -521980.125000 Penalty: 2779.330811
	Iteration 38Q: 3 clusters Score -521980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -521984.312500 Penalty: 2779.330811
	Iteration 39Q: 3 clusters Score -521984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -521986.468750 Penalty: 2779.330811
	Iteration 40F: 3 clusters Score -521986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -521990.375000 Penalty: 2779.330811
	Iteration 41Q: 3 clusters Score -521990.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -521991.687500 Penalty: 2779.330811
	Iteration 42Q: 3 clusters Score -521991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -521994.968750 Penalty: 2779.330811
	Iteration 43Q: 3 clusters Score -521995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -521997.437500 Penalty: 2779.330811
	Iteration 44Q: 3 clusters Score -521997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -521999.125000 Penalty: 2779.330811
	Iteration 45Q: 3 clusters Score -521999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -521999.343750 Penalty: 2779.330811
	Iteration 46Q: 3 clusters Score -521999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -522000.843750 Penalty: 2779.330811
	Iteration 47Q: 3 clusters Score -522000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -522001.125000 Penalty: 2779.330811
	Iteration 48Q: 3 clusters Score -522001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -522003.031250 Penalty: 2779.330811
	Iteration 49Q: 3 clusters Score -522003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -522004.375000 Penalty: 2779.330811
	Iteration 50Q: 3 clusters Score -522004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -522004.156250 Penalty: 2779.330811
	Iteration 51Q: 3 clusters Score -522004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -522004.281250 Penalty: 2779.330811
	Iteration 52Q: 3 clusters Score -522004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -522006.093750 Penalty: 2779.330811
	Iteration 53Q: 3 clusters Score -522006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -522007.281250 Penalty: 2779.330811
	Iteration 54Q: 3 clusters Score -522007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -522007.875000 Penalty: 2779.330811
	Iteration 55Q: 3 clusters Score -522007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -522008.343750 Penalty: 2779.330811
	Iteration 56Q: 3 clusters Score -522008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -522007.968750 Penalty: 2779.330811
	Iteration 57Q: 3 clusters Score -522008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -522008.531250 Penalty: 2779.330811
	Iteration 58Q: 3 clusters Score -522008.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -522009.906250 Penalty: 2779.330811
	Iteration 59Q: 3 clusters Score -522009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -522010.156250 Penalty: 2779.330811
	Iteration 60F: 3 clusters Score -522010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -522009.687500 Penalty: 2779.330811
	Iteration 61Q: 3 clusters Score -522009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -522010.093750 Penalty: 2779.330811
	Iteration 62Q: 3 clusters Score -522010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -522010.781250 Penalty: 2779.330811
	Iteration 63Q: 3 clusters Score -522010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -522011.187500 Penalty: 2779.330811
	Iteration 64Q: 3 clusters Score -522011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -522011.187500 Penalty: 2779.330811
	Iteration 65F: 3 clusters Score -522011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -303243.343750 Penalty: 1308.859863
	Iteration 0F: 2 clusters Score -303243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -300412.687500 Penalty: 2617.719727
	Iteration 0F: 3 clusters Score -300412.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -301220.968750 Penalty: 2617.719727
	Iteration 1F: 3 clusters Score -301221 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -301464.906250 Penalty: 2617.719727
	Iteration 2F: 3 clusters Score -301464.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -301629.218750 Penalty: 2617.719727
	Iteration 3F: 3 clusters Score -301629.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -301728.843750 Penalty: 2617.719727
	Iteration 4Q: 3 clusters Score -301728.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -301815.218750 Penalty: 2617.719727
	Iteration 5Q: 3 clusters Score -301815.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -301892.125000 Penalty: 2617.719727
	Iteration 6Q: 3 clusters Score -301892.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -301960.687500 Penalty: 2617.719727
	Iteration 7Q: 3 clusters Score -301960.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -302026.125000 Penalty: 2617.719727
	Iteration 8Q: 3 clusters Score -302026.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -302092.281250 Penalty: 2617.719727
	Iteration 9Q: 3 clusters Score -302092.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -302186.968750 Penalty: 2617.719727
	Iteration 10Q: 3 clusters Score -302187 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -302295.843750 Penalty: 2617.719727
	Iteration 11Q: 3 clusters Score -302295.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -302428.937500 Penalty: 2617.719727
	Iteration 12Q: 3 clusters Score -302428.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -302580.906250 Penalty: 2617.719727
	Iteration 13Q: 3 clusters Score -302580.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -302710.218750 Penalty: 2617.719727
	Iteration 14Q: 3 clusters Score -302710.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -302784.031250 Penalty: 2617.719727
	Iteration 15Q: 3 clusters Score -302784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -302817.781250 Penalty: 2617.719727
	Iteration 16Q: 3 clusters Score -302817.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -302844.406250 Penalty: 2617.719727
	Iteration 17Q: 3 clusters Score -302844.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -302858.875000 Penalty: 2617.719727
	Iteration 18Q: 3 clusters Score -302858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -302867.406250 Penalty: 2617.719727
	Iteration 19Q: 3 clusters Score -302867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -302870.781250 Penalty: 2617.719727
	Iteration 20F: 3 clusters Score -302870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -302872.781250 Penalty: 2617.719727
	Iteration 21Q: 3 clusters Score -302872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -302874.468750 Penalty: 2617.719727
	Iteration 22Q: 3 clusters Score -302874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -302875.781250 Penalty: 2617.719727
	Iteration 23Q: 3 clusters Score -302875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -302876.500000 Penalty: 2617.719727
	Iteration 24Q: 3 clusters Score -302876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -302877.968750 Penalty: 2617.719727
	Iteration 25Q: 3 clusters Score -302878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302879.937500 Penalty: 2617.719727
	Iteration 26Q: 3 clusters Score -302879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -302881.687500 Penalty: 2617.719727
	Iteration 27Q: 3 clusters Score -302881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -302883.437500 Penalty: 2617.719727
	Iteration 28Q: 3 clusters Score -302883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302884.375000 Penalty: 2617.719727
	Iteration 29Q: 3 clusters Score -302884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -302884.906250 Penalty: 2617.719727
	Iteration 30Q: 3 clusters Score -302884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -302884.906250 Penalty: 2617.719727
	Iteration 31F: 3 clusters Score -302884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Entering Unmasked Estep 
Score: -3004431.000000 Penalty: 1673.456665
	Iteration 0F: 2 clusters Score -3004431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2984610.000000 Penalty: 3346.913330
	Iteration 0F: 3 clusters Score -2984610 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2992284.000000 Penalty: 3346.913330
	Iteration 1F: 3 clusters Score -2992284 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2992895.500000 Penalty: 3346.913330
	Iteration 2F: 3 clusters Score -2992896 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2993668.250000 Penalty: 3346.913330
	Iteration 3F: 3 clusters Score -2993668 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2994566.750000 Penalty: 3346.913330
	Iteration 4F: 3 clusters Score -2994567 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2995600.500000 Penalty: 3346.913330
	Iteration 5F: 3 clusters Score -2995600 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2996614.250000 Penalty: 3346.913330
	Iteration 6F: 3 clusters Score -2996614 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2997583.500000 Penalty: 3346.913330
	Iteration 7F: 3 clusters Score -2997584 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2998538.750000 Penalty: 3346.913330
	Iteration 8F: 3 clusters Score -2998539 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -2999408.000000 Penalty: 3346.913330
	Iteration 9Q: 3 clusters Score -2999408 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3000269.000000 Penalty: 3346.913330
	Iteration 10Q: 3 clusters Score -3000269 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3001048.500000 Penalty: 3346.913330
	Iteration 11Q: 3 clusters Score -3001048 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3001708.000000 Penalty: 3346.913330
	Iteration 12Q: 3 clusters Score -3001708 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3002212.000000 Penalty: 3346.913330
	Iteration 13Q: 3 clusters Score -3002212 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3002518.000000 Penalty: 3346.913330
	Iteration 14Q: 3 clusters Score -3002518 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3002689.250000 Penalty: 3346.913330
	Iteration 15Q: 3 clusters Score -3002689 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3002821.750000 Penalty: 3346.913330
	Iteration 16Q: 3 clusters Score -3002822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3002896.250000 Penalty: 3346.913330
	Iteration 17Q: 3 clusters Score -3002896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3002933.250000 Penalty: 3346.913330
	Iteration 18Q: 3 clusters Score -3002933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3002957.750000 Penalty: 3346.913330
	Iteration 19Q: 3 clusters Score -3002958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3002961.750000 Penalty: 3346.913330
	Iteration 20F: 3 clusters Score -3002962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3002972.250000 Penalty: 3346.913330
	Iteration 21Q: 3 clusters Score -3002972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3002973.000000 Penalty: 3346.913330
	Iteration 22Q: 3 clusters Score -3002973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3002979.000000 Penalty: 3346.913330
	Iteration 23Q: 3 clusters Score -3002979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3002985.500000 Penalty: 3346.913330
	Iteration 24Q: 3 clusters Score -3002986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3002990.000000 Penalty: 3346.913330
	Iteration 25Q: 3 clusters Score -3002990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3002995.750000 Penalty: 3346.913330
	Iteration 26Q: 3 clusters Score -3002996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -3003000.500000 Penalty: 3346.913330
	Iteration 27Q: 3 clusters Score -3003000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3003008.250000 Penalty: 3346.913330
	Iteration 28Q: 3 clusters Score -3003008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3003014.000000 Penalty: 3346.913330
	Iteration 29Q: 3 clusters Score -3003014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3003017.750000 Penalty: 3346.913330
	Iteration 30Q: 3 clusters Score -3003018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3003018.500000 Penalty: 3346.913330
	Iteration 31Q: 3 clusters Score -3003018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3003023.000000 Penalty: 3346.913330
	Iteration 32Q: 3 clusters Score -3003023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3003023.000000 Penalty: 3346.913330
	Iteration 33F: 3 clusters Score -3003023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -292010.250000 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -292010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -289330.406250 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -289330.4 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -290000.812500 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -290000.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -290117.156250 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -290117.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -290188.500000 Penalty: 2594.063232
	Iteration 3Q: 3 clusters Score -290188.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -290245.093750 Penalty: 2594.063232
	Iteration 4Q: 3 clusters Score -290245.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -290301.375000 Penalty: 2594.063232
	Iteration 5Q: 3 clusters Score -290301.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -290343.437500 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -290343.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -290382.156250 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -290382.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -290415.281250 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -290415.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -290447.750000 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -290447.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -290494.937500 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -290494.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -290536.281250 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -290536.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -290591.562500 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -290591.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -290667.437500 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -290667.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -290763.906250 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -290763.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -290863.625000 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -290863.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -290985.562500 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -290985.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -291169.562500 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -291169.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -291392.906250 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -291392.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -291549.062500 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -291549.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -291631.343750 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -291631.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -291678.750000 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -291678.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -291704.718750 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -291704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -291716.968750 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -291717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -291726.843750 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -291726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -291731.968750 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -291732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -291735.281250 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -291735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -291736.250000 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -291736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -291736.250000 Penalty: 2594.063232
	Iteration 28F: 3 clusters Score -291736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Entering Unmasked Estep 
Score: -2224965.750000 Penalty: 1625.085083
	Iteration 0F: 2 clusters Score -2224966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2210076.500000 Penalty: 3250.170166
	Iteration 0F: 3 clusters Score -2210076 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2215759.000000 Penalty: 3250.170166
	Iteration 1F: 3 clusters Score -2215759 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2216280.500000 Penalty: 3250.170166
	Iteration 2F: 3 clusters Score -2216280 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2216812.750000 Penalty: 3250.170166
	Iteration 3F: 3 clusters Score -2216813 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2217303.750000 Penalty: 3250.170166
	Iteration 4F: 3 clusters Score -2217304 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2217847.750000 Penalty: 3250.170166
	Iteration 5Q: 3 clusters Score -2217848 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2218483.250000 Penalty: 3250.170166
	Iteration 6Q: 3 clusters Score -2218483 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2219227.500000 Penalty: 3250.170166
	Iteration 7F: 3 clusters Score -2219228 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2219991.500000 Penalty: 3250.170166
	Iteration 8F: 3 clusters Score -2219992 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2220669.000000 Penalty: 3250.170166
	Iteration 9Q: 3 clusters Score -2220669 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2221191.500000 Penalty: 3250.170166
	Iteration 10Q: 3 clusters Score -2221192 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2221530.250000 Penalty: 3250.170166
	Iteration 11Q: 3 clusters Score -2221530 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2221758.250000 Penalty: 3250.170166
	Iteration 12Q: 3 clusters Score -2221758 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2221947.250000 Penalty: 3250.170166
	Iteration 13Q: 3 clusters Score -2221947 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2222109.750000 Penalty: 3250.170166
	Iteration 14Q: 3 clusters Score -2222110 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2222257.750000 Penalty: 3250.170166
	Iteration 15Q: 3 clusters Score -2222258 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2222403.000000 Penalty: 3250.170166
	Iteration 16Q: 3 clusters Score -2222403 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2222519.500000 Penalty: 3250.170166
	Iteration 17Q: 3 clusters Score -2222520 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2222615.250000 Penalty: 3250.170166
	Iteration 18Q: 3 clusters Score -2222615 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2222691.500000 Penalty: 3250.170166
	Iteration 19Q: 3 clusters Score -2222692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2222758.000000 Penalty: 3250.170166
	Iteration 20F: 3 clusters Score -2222758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2222815.250000 Penalty: 3250.170166
	Iteration 21Q: 3 clusters Score -2222815 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2222881.250000 Penalty: 3250.170166
	Iteration 22Q: 3 clusters Score -2222881 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2222941.000000 Penalty: 3250.170166
	Iteration 23Q: 3 clusters Score -2222941 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2223001.250000 Penalty: 3250.170166
	Iteration 24Q: 3 clusters Score -2223001 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2223056.250000 Penalty: 3250.170166
	Iteration 25Q: 3 clusters Score -2223056 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2223101.250000 Penalty: 3250.170166
	Iteration 26Q: 3 clusters Score -2223101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2223148.000000 Penalty: 3250.170166
	Iteration 27Q: 3 clusters Score -2223148 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2223196.750000 Penalty: 3250.170166
	Iteration 28Q: 3 clusters Score -2223197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2223232.500000 Penalty: 3250.170166
	Iteration 29Q: 3 clusters Score -2223232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2223281.750000 Penalty: 3250.170166
	Iteration 30Q: 3 clusters Score -2223282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2223313.500000 Penalty: 3250.170166
	Iteration 31Q: 3 clusters Score -2223314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2223344.500000 Penalty: 3250.170166
	Iteration 32Q: 3 clusters Score -2223344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2223366.000000 Penalty: 3250.170166
	Iteration 33Q: 3 clusters Score -2223366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2223386.250000 Penalty: 3250.170166
	Iteration 34Q: 3 clusters Score -2223386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2223410.750000 Penalty: 3250.170166
	Iteration 35Q: 3 clusters Score -2223411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2223428.000000 Penalty: 3250.170166
	Iteration 36Q: 3 clusters Score -2223428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2223448.500000 Penalty: 3250.170166
	Iteration 37Q: 3 clusters Score -2223448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2223475.250000 Penalty: 3250.170166
	Iteration 38Q: 3 clusters Score -2223475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2223493.000000 Penalty: 3250.170166
	Iteration 39Q: 3 clusters Score -2223493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2223514.250000 Penalty: 3250.170166
	Iteration 40F: 3 clusters Score -2223514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2223531.750000 Penalty: 3250.170166
	Iteration 41Q: 3 clusters Score -2223532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2223552.250000 Penalty: 3250.170166
	Iteration 42Q: 3 clusters Score -2223552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2223564.250000 Penalty: 3250.170166
	Iteration 43Q: 3 clusters Score -2223564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2223582.500000 Penalty: 3250.170166
	Iteration 44Q: 3 clusters Score -2223582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2223590.750000 Penalty: 3250.170166
	Iteration 45Q: 3 clusters Score -2223591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2223603.000000 Penalty: 3250.170166
	Iteration 46Q: 3 clusters Score -2223603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2223607.750000 Penalty: 3250.170166
	Iteration 47Q: 3 clusters Score -2223608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2223609.500000 Penalty: 3250.170166
	Iteration 48Q: 3 clusters Score -2223610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2223614.500000 Penalty: 3250.170166
	Iteration 49Q: 3 clusters Score -2223614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2223617.250000 Penalty: 3250.170166
	Iteration 50Q: 3 clusters Score -2223617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2223617.750000 Penalty: 3250.170166
	Iteration 51Q: 3 clusters Score -2223618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2223626.500000 Penalty: 3250.170166
	Iteration 52Q: 3 clusters Score -2223626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2223630.500000 Penalty: 3250.170166
	Iteration 53Q: 3 clusters Score -2223630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2223632.250000 Penalty: 3250.170166
	Iteration 54Q: 3 clusters Score -2223632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2223633.750000 Penalty: 3250.170166
	Iteration 55Q: 3 clusters Score -2223634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2223635.500000 Penalty: 3250.170166
	Iteration 56Q: 3 clusters Score -2223636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2223637.750000 Penalty: 3250.170166
	Iteration 57Q: 3 clusters Score -2223638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2223639.250000 Penalty: 3250.170166
	Iteration 58Q: 3 clusters Score -2223639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2223638.000000 Penalty: 3250.170166
	Iteration 59Q: 3 clusters Score -2223638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2223639.250000 Penalty: 3250.170166
	Iteration 60F: 3 clusters Score -2223639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -655294.937500 Penalty: 1423.904541
	Iteration 0F: 2 clusters Score -655294.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -650420.250000 Penalty: 2847.809082
	Iteration 0F: 3 clusters Score -650420.2 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -651831.750000 Penalty: 2847.809082
	Iteration 1F: 3 clusters Score -651831.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -652087.937500 Penalty: 2847.809082
	Iteration 2F: 3 clusters Score -652087.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -652349.500000 Penalty: 2847.809082
	Iteration 3F: 3 clusters Score -652349.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -652616.562500 Penalty: 2847.809082
	Iteration 4F: 3 clusters Score -652616.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -652866.812500 Penalty: 2847.809082
	Iteration 5F: 3 clusters Score -652866.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -653128.250000 Penalty: 2847.809082
	Iteration 6F: 3 clusters Score -653128.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -653424.937500 Penalty: 2847.809082
	Iteration 7F: 3 clusters Score -653424.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -653692.500000 Penalty: 2847.809082
	Iteration 8F: 3 clusters Score -653692.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -653900.875000 Penalty: 2847.809082
	Iteration 9Q: 3 clusters Score -653900.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -654042.187500 Penalty: 2847.809082
	Iteration 10Q: 3 clusters Score -654042.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -654160.937500 Penalty: 2847.809082
	Iteration 11Q: 3 clusters Score -654160.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -654247.625000 Penalty: 2847.809082
	Iteration 12Q: 3 clusters Score -654247.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -654322.125000 Penalty: 2847.809082
	Iteration 13Q: 3 clusters Score -654322.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -654373.250000 Penalty: 2847.809082
	Iteration 14Q: 3 clusters Score -654373.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -654409.312500 Penalty: 2847.809082
	Iteration 15Q: 3 clusters Score -654409.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -654440.875000 Penalty: 2847.809082
	Iteration 16Q: 3 clusters Score -654440.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -654481.187500 Penalty: 2847.809082
	Iteration 17Q: 3 clusters Score -654481.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -654507.500000 Penalty: 2847.809082
	Iteration 18Q: 3 clusters Score -654507.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -654529.125000 Penalty: 2847.809082
	Iteration 19Q: 3 clusters Score -654529.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -654554.687500 Penalty: 2847.809082
	Iteration 20F: 3 clusters Score -654554.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -654578.937500 Penalty: 2847.809082
	Iteration 21Q: 3 clusters Score -654578.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -654597.687500 Penalty: 2847.809082
	Iteration 22Q: 3 clusters Score -654597.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -654604.875000 Penalty: 2847.809082
	Iteration 23Q: 3 clusters Score -654604.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -654610.750000 Penalty: 2847.809082
	Iteration 24Q: 3 clusters Score -654610.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -654619.562500 Penalty: 2847.809082
	Iteration 25Q: 3 clusters Score -654619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -654622.062500 Penalty: 2847.809082
	Iteration 26Q: 3 clusters Score -654622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -654626.875000 Penalty: 2847.809082
	Iteration 27Q: 3 clusters Score -654626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -654630.312500 Penalty: 2847.809082
	Iteration 28Q: 3 clusters Score -654630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -654633.375000 Penalty: 2847.809082
	Iteration 29Q: 3 clusters Score -654633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -654639.062500 Penalty: 2847.809082
	Iteration 30Q: 3 clusters Score -654639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -654641.562500 Penalty: 2847.809082
	Iteration 31Q: 3 clusters Score -654641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -654644.750000 Penalty: 2847.809082
	Iteration 32Q: 3 clusters Score -654644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -654648.937500 Penalty: 2847.809082
	Iteration 33Q: 3 clusters Score -654648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -654648.000000 Penalty: 2847.809082
	Iteration 34Q: 3 clusters Score -654648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -654652.250000 Penalty: 2847.809082
	Iteration 35Q: 3 clusters Score -654652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -654654.187500 Penalty: 2847.809082
	Iteration 36Q: 3 clusters Score -654654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -654654.375000 Penalty: 2847.809082
	Iteration 37Q: 3 clusters Score -654654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -654655.625000 Penalty: 2847.809082
	Iteration 38Q: 3 clusters Score -654655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -654656.000000 Penalty: 2847.809082
	Iteration 39Q: 3 clusters Score -654656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -654656.250000 Penalty: 2847.809082
	Iteration 40F: 3 clusters Score -654656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -607650.875000 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -607650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -602941.625000 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -602941.6 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -604430.937500 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -604430.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -604705.500000 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -604705.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -604969.062500 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -604969.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -605195.500000 Penalty: 2838.365723
	Iteration 4F: 3 clusters Score -605195.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -605392.875000 Penalty: 2838.365723
	Iteration 5F: 3 clusters Score -605392.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -605545.750000 Penalty: 2838.365723
	Iteration 6Q: 3 clusters Score -605545.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -605654.000000 Penalty: 2838.365723
	Iteration 7Q: 3 clusters Score -605654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -605751.562500 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -605751.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -605833.375000 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -605833.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -605931.437500 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -605931.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -606046.125000 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -606046.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -606163.437500 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -606163.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -606256.687500 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -606256.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -606333.500000 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -606333.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -606389.437500 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -606389.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -606423.375000 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -606423.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -606449.500000 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -606449.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -606470.625000 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -606470.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -606492.187500 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -606492.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -606511.500000 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -606511.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -606530.500000 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -606530.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -606544.187500 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -606544.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -606559.125000 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -606559.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -606584.687500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -606584.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -606624.062500 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -606624.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -606676.750000 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -606676.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -606713.500000 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -606713.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -606733.687500 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -606733.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -606748.875000 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -606748.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -606758.250000 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -606758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -606762.062500 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -606762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -606766.562500 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -606766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -606768.187500 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -606768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -606771.750000 Penalty: 2838.365723
	Iteration 34Q: 3 clusters Score -606771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -606773.562500 Penalty: 2838.365723
	Iteration 35Q: 3 clusters Score -606773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -606775.937500 Penalty: 2838.365723
	Iteration 36Q: 3 clusters Score -606775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -606779.437500 Penalty: 2838.365723
	Iteration 37Q: 3 clusters Score -606779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -606783.625000 Penalty: 2838.365723
	Iteration 38Q: 3 clusters Score -606783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -606784.812500 Penalty: 2838.365723
	Iteration 39Q: 3 clusters Score -606784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -606785.562500 Penalty: 2838.365723
	Iteration 40F: 3 clusters Score -606785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -606786.187500 Penalty: 2838.365723
	Iteration 41Q: 3 clusters Score -606786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -606785.937500 Penalty: 2838.365723
	Iteration 42Q: 3 clusters Score -606785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -606785.937500 Penalty: 2838.365723
	Iteration 43F: 3 clusters Score -606785.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -356744.312500 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -356744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -353587.843750 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -353587.8 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -354413.781250 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -354413.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -354632.531250 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -354632.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -354858.343750 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -354858.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -355151.937500 Penalty: 2670.052979
	Iteration 4F: 3 clusters Score -355151.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -355502.875000 Penalty: 2670.052979
	Iteration 5F: 3 clusters Score -355502.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -355755.937500 Penalty: 2670.052979
	Iteration 6F: 3 clusters Score -355755.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -355903.437500 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -355903.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -355979.906250 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -355979.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -356024.437500 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -356024.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -356057.718750 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -356057.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -356080.125000 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -356080.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -356104.281250 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -356104.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -356134.718750 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -356134.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -356154.437500 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -356154.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -356182.687500 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -356182.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -356205.343750 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -356205.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -356222.593750 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -356222.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -356234.500000 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -356234.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -356248.718750 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -356248.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -356258.968750 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -356259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -356268.750000 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -356268.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -356279.625000 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -356279.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -356292.343750 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -356292.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -356304.656250 Penalty: 2670.052979
	Iteration 24Q: 3 clusters Score -356304.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -356315.218750 Penalty: 2670.052979
	Iteration 25Q: 3 clusters Score -356315.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -356323.281250 Penalty: 2670.052979
	Iteration 26Q: 3 clusters Score -356323.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -356330.687500 Penalty: 2670.052979
	Iteration 27Q: 3 clusters Score -356330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -356337.187500 Penalty: 2670.052979
	Iteration 28Q: 3 clusters Score -356337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -356344.406250 Penalty: 2670.052979
	Iteration 29Q: 3 clusters Score -356344.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -356348.375000 Penalty: 2670.052979
	Iteration 30Q: 3 clusters Score -356348.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -356354.187500 Penalty: 2670.052979
	Iteration 31Q: 3 clusters Score -356354.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -356362.312500 Penalty: 2670.052979
	Iteration 32Q: 3 clusters Score -356362.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -356370.031250 Penalty: 2670.052979
	Iteration 33Q: 3 clusters Score -356370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -356377.375000 Penalty: 2670.052979
	Iteration 34Q: 3 clusters Score -356377.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -356386.468750 Penalty: 2670.052979
	Iteration 35Q: 3 clusters Score -356386.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -356396.281250 Penalty: 2670.052979
	Iteration 36Q: 3 clusters Score -356396.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356400.937500 Penalty: 2670.052979
	Iteration 37Q: 3 clusters Score -356400.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -356406.750000 Penalty: 2670.052979
	Iteration 38Q: 3 clusters Score -356406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -356415.218750 Penalty: 2670.052979
	Iteration 39Q: 3 clusters Score -356415.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -356424.656250 Penalty: 2670.052979
	Iteration 40F: 3 clusters Score -356424.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -356432.843750 Penalty: 2670.052979
	Iteration 41Q: 3 clusters Score -356432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -356438.312500 Penalty: 2670.052979
	Iteration 42Q: 3 clusters Score -356438.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -356441.375000 Penalty: 2670.052979
	Iteration 43Q: 3 clusters Score -356441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -356445.656250 Penalty: 2670.052979
	Iteration 44Q: 3 clusters Score -356445.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -356448.343750 Penalty: 2670.052979
	Iteration 45Q: 3 clusters Score -356448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -356451.093750 Penalty: 2670.052979
	Iteration 46Q: 3 clusters Score -356451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -356451.437500 Penalty: 2670.052979
	Iteration 47Q: 3 clusters Score -356451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -356452.968750 Penalty: 2670.052979
	Iteration 48Q: 3 clusters Score -356453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -356453.875000 Penalty: 2670.052979
	Iteration 49Q: 3 clusters Score -356453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -356453.656250 Penalty: 2670.052979
	Iteration 50Q: 3 clusters Score -356453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -356455.187500 Penalty: 2670.052979
	Iteration 51Q: 3 clusters Score -356455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -356455.906250 Penalty: 2670.052979
	Iteration 52Q: 3 clusters Score -356455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -356456.437500 Penalty: 2670.052979
	Iteration 53Q: 3 clusters Score -356456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -356457.468750 Penalty: 2670.052979
	Iteration 54Q: 3 clusters Score -356457.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -356459.406250 Penalty: 2670.052979
	Iteration 55Q: 3 clusters Score -356459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -356460.843750 Penalty: 2670.052979
	Iteration 56Q: 3 clusters Score -356460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -356463.406250 Penalty: 2670.052979
	Iteration 57Q: 3 clusters Score -356463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -356463.468750 Penalty: 2670.052979
	Iteration 58Q: 3 clusters Score -356463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -356463.468750 Penalty: 2670.052979
	Iteration 59Q: 3 clusters Score -356463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356464.906250 Penalty: 2670.052979
	Iteration 60F: 3 clusters Score -356464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -356465.937500 Penalty: 2670.052979
	Iteration 61Q: 3 clusters Score -356465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -356466.750000 Penalty: 2670.052979
	Iteration 62Q: 3 clusters Score -356466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -356467.187500 Penalty: 2670.052979
	Iteration 63Q: 3 clusters Score -356467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -356468.781250 Penalty: 2670.052979
	Iteration 64Q: 3 clusters Score -356468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -356470.250000 Penalty: 2670.052979
	Iteration 65Q: 3 clusters Score -356470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -356472.156250 Penalty: 2670.052979
	Iteration 66Q: 3 clusters Score -356472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -356473.562500 Penalty: 2670.052979
	Iteration 67Q: 3 clusters Score -356473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -356473.156250 Penalty: 2670.052979
	Iteration 68Q: 3 clusters Score -356473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -356474.718750 Penalty: 2670.052979
	Iteration 69Q: 3 clusters Score -356474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -356475.000000 Penalty: 2670.052979
	Iteration 70Q: 3 clusters Score -356475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -356477.562500 Penalty: 2670.052979
	Iteration 71Q: 3 clusters Score -356477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -356481.281250 Penalty: 2670.052979
	Iteration 72Q: 3 clusters Score -356481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -356484.531250 Penalty: 2670.052979
	Iteration 73Q: 3 clusters Score -356484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -356486.093750 Penalty: 2670.052979
	Iteration 74Q: 3 clusters Score -356486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -356486.906250 Penalty: 2670.052979
	Iteration 75Q: 3 clusters Score -356486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -356487.718750 Penalty: 2670.052979
	Iteration 76Q: 3 clusters Score -356487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -356490.312500 Penalty: 2670.052979
	Iteration 77Q: 3 clusters Score -356490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -356490.937500 Penalty: 2670.052979
	Iteration 78Q: 3 clusters Score -356490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -356492.343750 Penalty: 2670.052979
	Iteration 79Q: 3 clusters Score -356492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -356492.812500 Penalty: 2670.052979
	Iteration 80F: 3 clusters Score -356492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51420.296875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -51420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50379.273438 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -50379.27 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50560.753906 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -50560.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50626.683594 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -50626.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50661.554688 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -50661.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50723.425781 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -50723.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50780.906250 Penalty: 2053.078613
	Iteration 5F: 3 clusters Score -50780.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50829.039062 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -50829.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50893.242188 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -50893.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50972.746094 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -50972.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -51029.589844 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -51029.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -51057.589844 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -51057.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -51080.136719 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -51080.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -51082.562500 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -51082.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -51084.468750 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -51084.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -51084.468750 Penalty: 2053.078613
	Iteration 14F: 3 clusters Score -51084.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -398148.375000 Penalty: 1345.697876
	Iteration 0F: 2 clusters Score -398148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -394840.281250 Penalty: 2691.395752
	Iteration 0F: 3 clusters Score -394840.3 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -395737.312500 Penalty: 2691.395752
	Iteration 1F: 3 clusters Score -395737.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -395929.375000 Penalty: 2691.395752
	Iteration 2F: 3 clusters Score -395929.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -396074.218750 Penalty: 2691.395752
	Iteration 3F: 3 clusters Score -396074.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -396187.375000 Penalty: 2691.395752
	Iteration 4Q: 3 clusters Score -396187.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -396298.656250 Penalty: 2691.395752
	Iteration 5Q: 3 clusters Score -396298.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -396394.500000 Penalty: 2691.395752
	Iteration 6Q: 3 clusters Score -396394.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -396485.343750 Penalty: 2691.395752
	Iteration 7Q: 3 clusters Score -396485.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -396562.781250 Penalty: 2691.395752
	Iteration 8Q: 3 clusters Score -396562.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -396635.437500 Penalty: 2691.395752
	Iteration 9Q: 3 clusters Score -396635.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -396713.375000 Penalty: 2691.395752
	Iteration 10Q: 3 clusters Score -396713.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -396765.937500 Penalty: 2691.395752
	Iteration 11Q: 3 clusters Score -396765.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -396825.593750 Penalty: 2691.395752
	Iteration 12Q: 3 clusters Score -396825.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -396873.750000 Penalty: 2691.395752
	Iteration 13Q: 3 clusters Score -396873.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -396910.968750 Penalty: 2691.395752
	Iteration 14Q: 3 clusters Score -396911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -396939.593750 Penalty: 2691.395752
	Iteration 15Q: 3 clusters Score -396939.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -396964.937500 Penalty: 2691.395752
	Iteration 16Q: 3 clusters Score -396964.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -396987.593750 Penalty: 2691.395752
	Iteration 17Q: 3 clusters Score -396987.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -397001.812500 Penalty: 2691.395752
	Iteration 18Q: 3 clusters Score -397001.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -397010.875000 Penalty: 2691.395752
	Iteration 19Q: 3 clusters Score -397010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -397018.906250 Penalty: 2691.395752
	Iteration 20F: 3 clusters Score -397018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -397023.937500 Penalty: 2691.395752
	Iteration 21Q: 3 clusters Score -397023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -397028.062500 Penalty: 2691.395752
	Iteration 22Q: 3 clusters Score -397028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -397031.937500 Penalty: 2691.395752
	Iteration 23Q: 3 clusters Score -397031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -397033.906250 Penalty: 2691.395752
	Iteration 24Q: 3 clusters Score -397033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -397038.937500 Penalty: 2691.395752
	Iteration 25Q: 3 clusters Score -397038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -397041.437500 Penalty: 2691.395752
	Iteration 26Q: 3 clusters Score -397041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -397043.875000 Penalty: 2691.395752
	Iteration 27Q: 3 clusters Score -397043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -397046.781250 Penalty: 2691.395752
	Iteration 28Q: 3 clusters Score -397046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -397050.375000 Penalty: 2691.395752
	Iteration 29Q: 3 clusters Score -397050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -397051.156250 Penalty: 2691.395752
	Iteration 30Q: 3 clusters Score -397051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -397051.812500 Penalty: 2691.395752
	Iteration 31Q: 3 clusters Score -397051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -397051.812500 Penalty: 2691.395752
	Iteration 32F: 3 clusters Score -397051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Entering Unmasked Estep 
Score: -636049.437500 Penalty: 1425.750366
	Iteration 0F: 2 clusters Score -636049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -631133.937500 Penalty: 2851.500732
	Iteration 0F: 3 clusters Score -631133.9 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -632547.000000 Penalty: 2851.500732
	Iteration 1F: 3 clusters Score -632547 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -632803.375000 Penalty: 2851.500732
	Iteration 2F: 3 clusters Score -632803.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -633039.500000 Penalty: 2851.500732
	Iteration 3F: 3 clusters Score -633039.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -633265.500000 Penalty: 2851.500732
	Iteration 4F: 3 clusters Score -633265.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -633487.187500 Penalty: 2851.500732
	Iteration 5F: 3 clusters Score -633487.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -633698.312500 Penalty: 2851.500732
	Iteration 6Q: 3 clusters Score -633698.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -633938.687500 Penalty: 2851.500732
	Iteration 7F: 3 clusters Score -633938.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -634190.562500 Penalty: 2851.500732
	Iteration 8Q: 3 clusters Score -634190.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -634388.500000 Penalty: 2851.500732
	Iteration 9Q: 3 clusters Score -634388.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -634525.812500 Penalty: 2851.500732
	Iteration 10Q: 3 clusters Score -634525.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -634614.375000 Penalty: 2851.500732
	Iteration 11Q: 3 clusters Score -634614.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -634672.437500 Penalty: 2851.500732
	Iteration 12Q: 3 clusters Score -634672.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -634708.312500 Penalty: 2851.500732
	Iteration 13Q: 3 clusters Score -634708.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -634741.500000 Penalty: 2851.500732
	Iteration 14Q: 3 clusters Score -634741.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -634762.437500 Penalty: 2851.500732
	Iteration 15Q: 3 clusters Score -634762.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -634781.250000 Penalty: 2851.500732
	Iteration 16Q: 3 clusters Score -634781.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -634793.312500 Penalty: 2851.500732
	Iteration 17Q: 3 clusters Score -634793.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -634804.500000 Penalty: 2851.500732
	Iteration 18Q: 3 clusters Score -634804.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -634817.250000 Penalty: 2851.500732
	Iteration 19Q: 3 clusters Score -634817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -634834.625000 Penalty: 2851.500732
	Iteration 20F: 3 clusters Score -634834.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -634848.187500 Penalty: 2851.500732
	Iteration 21Q: 3 clusters Score -634848.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -634860.687500 Penalty: 2851.500732
	Iteration 22Q: 3 clusters Score -634860.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -634875.625000 Penalty: 2851.500732
	Iteration 23Q: 3 clusters Score -634875.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -634887.687500 Penalty: 2851.500732
	Iteration 24Q: 3 clusters Score -634887.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -634894.187500 Penalty: 2851.500732
	Iteration 25Q: 3 clusters Score -634894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -634897.375000 Penalty: 2851.500732
	Iteration 26Q: 3 clusters Score -634897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -634900.812500 Penalty: 2851.500732
	Iteration 27Q: 3 clusters Score -634900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -634903.250000 Penalty: 2851.500732
	Iteration 28Q: 3 clusters Score -634903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -634906.312500 Penalty: 2851.500732
	Iteration 29Q: 3 clusters Score -634906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -634908.937500 Penalty: 2851.500732
	Iteration 30Q: 3 clusters Score -634908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -634914.375000 Penalty: 2851.500732
	Iteration 31Q: 3 clusters Score -634914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -634920.250000 Penalty: 2851.500732
	Iteration 32Q: 3 clusters Score -634920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -634921.812500 Penalty: 2851.500732
	Iteration 33Q: 3 clusters Score -634921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -634921.000000 Penalty: 2851.500732
	Iteration 34Q: 3 clusters Score -634921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -634922.500000 Penalty: 2851.500732
	Iteration 35Q: 3 clusters Score -634922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -634923.187500 Penalty: 2851.500732
	Iteration 36Q: 3 clusters Score -634923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -634924.125000 Penalty: 2851.500732
	Iteration 37Q: 3 clusters Score -634924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -634925.312500 Penalty: 2851.500732
	Iteration 38Q: 3 clusters Score -634925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -634926.000000 Penalty: 2851.500732
	Iteration 39Q: 3 clusters Score -634926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -634926.250000 Penalty: 2851.500732
	Iteration 40F: 3 clusters Score -634926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -455737.062500 Penalty: 1394.307739
	Iteration 0F: 2 clusters Score -455737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -451663.062500 Penalty: 2788.615479
	Iteration 0F: 3 clusters Score -451663.1 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -453617.812500 Penalty: 2788.615479
	Iteration 1F: 3 clusters Score -453617.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -454222.156250 Penalty: 2788.615479
	Iteration 2F: 3 clusters Score -454222.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -454620.250000 Penalty: 2788.615479
	Iteration 3F: 3 clusters Score -454620.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -454866.468750 Penalty: 2788.615479
	Iteration 4F: 3 clusters Score -454866.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -455037.312500 Penalty: 2788.615479
	Iteration 5Q: 3 clusters Score -455037.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -455119.718750 Penalty: 2788.615479
	Iteration 6Q: 3 clusters Score -455119.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -455173.187500 Penalty: 2788.615479
	Iteration 7Q: 3 clusters Score -455173.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -455219.031250 Penalty: 2788.615479
	Iteration 8Q: 3 clusters Score -455219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -455261.156250 Penalty: 2788.615479
	Iteration 9Q: 3 clusters Score -455261.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -455301.187500 Penalty: 2788.615479
	Iteration 10Q: 3 clusters Score -455301.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -455334.375000 Penalty: 2788.615479
	Iteration 11Q: 3 clusters Score -455334.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -455357.437500 Penalty: 2788.615479
	Iteration 12Q: 3 clusters Score -455357.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -455376.000000 Penalty: 2788.615479
	Iteration 13Q: 3 clusters Score -455376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -455396.531250 Penalty: 2788.615479
	Iteration 14Q: 3 clusters Score -455396.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -455416.593750 Penalty: 2788.615479
	Iteration 15Q: 3 clusters Score -455416.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -455430.812500 Penalty: 2788.615479
	Iteration 16Q: 3 clusters Score -455430.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -455445.218750 Penalty: 2788.615479
	Iteration 17Q: 3 clusters Score -455445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -455454.531250 Penalty: 2788.615479
	Iteration 18Q: 3 clusters Score -455454.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -455461.093750 Penalty: 2788.615479
	Iteration 19Q: 3 clusters Score -455461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -455471.343750 Penalty: 2788.615479
	Iteration 20F: 3 clusters Score -455471.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -455481.593750 Penalty: 2788.615479
	Iteration 21Q: 3 clusters Score -455481.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -455491.343750 Penalty: 2788.615479
	Iteration 22Q: 3 clusters Score -455491.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -455507.031250 Penalty: 2788.615479
	Iteration 23Q: 3 clusters Score -455507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -455520.718750 Penalty: 2788.615479
	Iteration 24Q: 3 clusters Score -455520.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -455535.812500 Penalty: 2788.615479
	Iteration 25Q: 3 clusters Score -455535.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -455547.750000 Penalty: 2788.615479
	Iteration 26Q: 3 clusters Score -455547.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -455560.156250 Penalty: 2788.615479
	Iteration 27Q: 3 clusters Score -455560.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -455570.468750 Penalty: 2788.615479
	Iteration 28Q: 3 clusters Score -455570.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -455578.531250 Penalty: 2788.615479
	Iteration 29Q: 3 clusters Score -455578.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -455583.000000 Penalty: 2788.615479
	Iteration 30Q: 3 clusters Score -455583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -455584.625000 Penalty: 2788.615479
	Iteration 31Q: 3 clusters Score -455584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -455585.875000 Penalty: 2788.615479
	Iteration 32Q: 3 clusters Score -455585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -455586.468750 Penalty: 2788.615479
	Iteration 33Q: 3 clusters Score -455586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -455586.781250 Penalty: 2788.615479
	Iteration 34Q: 3 clusters Score -455586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -455588.093750 Penalty: 2788.615479
	Iteration 35Q: 3 clusters Score -455588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -455588.718750 Penalty: 2788.615479
	Iteration 36Q: 3 clusters Score -455588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -455589.375000 Penalty: 2788.615479
	Iteration 37Q: 3 clusters Score -455589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -455590.843750 Penalty: 2788.615479
	Iteration 38Q: 3 clusters Score -455590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -455592.312500 Penalty: 2788.615479
	Iteration 39Q: 3 clusters Score -455592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -455593.656250 Penalty: 2788.615479
	Iteration 40F: 3 clusters Score -455593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -455593.250000 Penalty: 2788.615479
	Iteration 41Q: 3 clusters Score -455593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -455592.968750 Penalty: 2788.615479
	Iteration 42Q: 3 clusters Score -455593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -455592.968750 Penalty: 2788.615479
	Iteration 43F: 3 clusters Score -455593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Entering Unmasked Estep 
Score: -2313682.250000 Penalty: 1629.054810
	Iteration 0F: 2 clusters Score -2313682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2298297.000000 Penalty: 3258.109619
	Iteration 0F: 3 clusters Score -2298297 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2304118.000000 Penalty: 3258.109619
	Iteration 1F: 3 clusters Score -2304118 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2304625.250000 Penalty: 3258.109619
	Iteration 2F: 3 clusters Score -2304625 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2305162.000000 Penalty: 3258.109619
	Iteration 3Q: 3 clusters Score -2305162 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2305855.000000 Penalty: 3258.109619
	Iteration 4F: 3 clusters Score -2305855 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2306748.750000 Penalty: 3258.109619
	Iteration 5F: 3 clusters Score -2306749 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2307676.500000 Penalty: 3258.109619
	Iteration 6F: 3 clusters Score -2307676 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2308578.000000 Penalty: 3258.109619
	Iteration 7F: 3 clusters Score -2308578 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2309380.500000 Penalty: 3258.109619
	Iteration 8F: 3 clusters Score -2309380 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2309984.250000 Penalty: 3258.109619
	Iteration 9Q: 3 clusters Score -2309984 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2310404.250000 Penalty: 3258.109619
	Iteration 10Q: 3 clusters Score -2310404 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2310664.250000 Penalty: 3258.109619
	Iteration 11Q: 3 clusters Score -2310664 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2310823.250000 Penalty: 3258.109619
	Iteration 12Q: 3 clusters Score -2310823 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2310931.000000 Penalty: 3258.109619
	Iteration 13Q: 3 clusters Score -2310931 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2311022.750000 Penalty: 3258.109619
	Iteration 14Q: 3 clusters Score -2311023 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2311104.000000 Penalty: 3258.109619
	Iteration 15Q: 3 clusters Score -2311104 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2311218.750000 Penalty: 3258.109619
	Iteration 16Q: 3 clusters Score -2311219 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2311314.250000 Penalty: 3258.109619
	Iteration 17Q: 3 clusters Score -2311314 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2311401.250000 Penalty: 3258.109619
	Iteration 18Q: 3 clusters Score -2311401 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2311515.500000 Penalty: 3258.109619
	Iteration 19Q: 3 clusters Score -2311516 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2311599.000000 Penalty: 3258.109619
	Iteration 20F: 3 clusters Score -2311599 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2311673.250000 Penalty: 3258.109619
	Iteration 21Q: 3 clusters Score -2311673 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2311750.250000 Penalty: 3258.109619
	Iteration 22Q: 3 clusters Score -2311750 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2311828.250000 Penalty: 3258.109619
	Iteration 23Q: 3 clusters Score -2311828 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2311900.500000 Penalty: 3258.109619
	Iteration 24Q: 3 clusters Score -2311900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2311998.750000 Penalty: 3258.109619
	Iteration 25Q: 3 clusters Score -2311999 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2312077.750000 Penalty: 3258.109619
	Iteration 26Q: 3 clusters Score -2312078 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2312130.500000 Penalty: 3258.109619
	Iteration 27Q: 3 clusters Score -2312130 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2312175.750000 Penalty: 3258.109619
	Iteration 28Q: 3 clusters Score -2312176 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2312207.250000 Penalty: 3258.109619
	Iteration 29Q: 3 clusters Score -2312207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2312232.750000 Penalty: 3258.109619
	Iteration 30Q: 3 clusters Score -2312233 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2312259.250000 Penalty: 3258.109619
	Iteration 31Q: 3 clusters Score -2312259 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2312290.500000 Penalty: 3258.109619
	Iteration 32Q: 3 clusters Score -2312290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2312302.250000 Penalty: 3258.109619
	Iteration 33Q: 3 clusters Score -2312302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2312312.000000 Penalty: 3258.109619
	Iteration 34Q: 3 clusters Score -2312312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2312332.750000 Penalty: 3258.109619
	Iteration 35Q: 3 clusters Score -2312333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2312341.500000 Penalty: 3258.109619
	Iteration 36Q: 3 clusters Score -2312342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2312338.500000 Penalty: 3258.109619
	Iteration 37Q: 3 clusters Score -2312338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2312349.500000 Penalty: 3258.109619
	Iteration 38Q: 3 clusters Score -2312350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2312360.500000 Penalty: 3258.109619
	Iteration 39Q: 3 clusters Score -2312360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2312393.250000 Penalty: 3258.109619
	Iteration 40F: 3 clusters Score -2312393 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2312417.500000 Penalty: 3258.109619
	Iteration 41Q: 3 clusters Score -2312418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2312430.000000 Penalty: 3258.109619
	Iteration 42Q: 3 clusters Score -2312430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2312453.000000 Penalty: 3258.109619
	Iteration 43Q: 3 clusters Score -2312453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2312461.750000 Penalty: 3258.109619
	Iteration 44Q: 3 clusters Score -2312462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2312470.000000 Penalty: 3258.109619
	Iteration 45Q: 3 clusters Score -2312470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2312476.500000 Penalty: 3258.109619
	Iteration 46Q: 3 clusters Score -2312476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2312485.500000 Penalty: 3258.109619
	Iteration 47Q: 3 clusters Score -2312486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2312494.500000 Penalty: 3258.109619
	Iteration 48Q: 3 clusters Score -2312494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2312507.250000 Penalty: 3258.109619
	Iteration 49Q: 3 clusters Score -2312507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2312509.750000 Penalty: 3258.109619
	Iteration 50Q: 3 clusters Score -2312510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2312511.250000 Penalty: 3258.109619
	Iteration 51Q: 3 clusters Score -2312511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2312513.500000 Penalty: 3258.109619
	Iteration 52Q: 3 clusters Score -2312514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2312515.250000 Penalty: 3258.109619
	Iteration 53Q: 3 clusters Score -2312515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2312515.750000 Penalty: 3258.109619
	Iteration 54Q: 3 clusters Score -2312516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2312518.500000 Penalty: 3258.109619
	Iteration 55Q: 3 clusters Score -2312518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2312518.500000 Penalty: 3258.109619
	Iteration 56Q: 3 clusters Score -2312518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2312519.750000 Penalty: 3258.109619
	Iteration 57Q: 3 clusters Score -2312520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2312523.250000 Penalty: 3258.109619
	Iteration 58Q: 3 clusters Score -2312523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2312527.250000 Penalty: 3258.109619
	Iteration 59Q: 3 clusters Score -2312527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2312528.500000 Penalty: 3258.109619
	Iteration 60F: 3 clusters Score -2312528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2312524.500000 Penalty: 3258.109619
	Iteration 61Q: 3 clusters Score -2312524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2312524.750000 Penalty: 3258.109619
	Iteration 62Q: 3 clusters Score -2312525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2312527.250000 Penalty: 3258.109619
	Iteration 63Q: 3 clusters Score -2312527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2312527.750000 Penalty: 3258.109619
	Iteration 64Q: 3 clusters Score -2312528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2312529.000000 Penalty: 3258.109619
	Iteration 65Q: 3 clusters Score -2312529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2312531.000000 Penalty: 3258.109619
	Iteration 66Q: 3 clusters Score -2312531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2312537.000000 Penalty: 3258.109619
	Iteration 67Q: 3 clusters Score -2312537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2312534.500000 Penalty: 3258.109619
	Iteration 68Q: 3 clusters Score -2312534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2312536.250000 Penalty: 3258.109619
	Iteration 69Q: 3 clusters Score -2312536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2312538.750000 Penalty: 3258.109619
	Iteration 70Q: 3 clusters Score -2312539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2312535.000000 Penalty: 3258.109619
	Iteration 71Q: 3 clusters Score -2312535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2312531.250000 Penalty: 3258.109619
	Iteration 72Q: 3 clusters Score -2312531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2312530.750000 Penalty: 3258.109619
	Iteration 73Q: 3 clusters Score -2312531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2312531.250000 Penalty: 3258.109619
	Iteration 74Q: 3 clusters Score -2312531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2312532.000000 Penalty: 3258.109619
	Iteration 75Q: 3 clusters Score -2312532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2312532.500000 Penalty: 3258.109619
	Iteration 76Q: 3 clusters Score -2312532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2312530.250000 Penalty: 3258.109619
	Iteration 77Q: 3 clusters Score -2312530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2312530.500000 Penalty: 3258.109619
	Iteration 78Q: 3 clusters Score -2312530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2312531.000000 Penalty: 3258.109619
	Iteration 79Q: 3 clusters Score -2312531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2312532.000000 Penalty: 3258.109619
	Iteration 80F: 3 clusters Score -2312532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2312534.250000 Penalty: 3258.109619
	Iteration 81Q: 3 clusters Score -2312534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2312529.500000 Penalty: 3258.109619
	Iteration 82Q: 3 clusters Score -2312530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2312532.250000 Penalty: 3258.109619
	Iteration 83Q: 3 clusters Score -2312532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2312533.000000 Penalty: 3258.109619
	Iteration 84Q: 3 clusters Score -2312533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2312536.750000 Penalty: 3258.109619
	Iteration 85Q: 3 clusters Score -2312537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2312539.000000 Penalty: 3258.109619
	Iteration 86Q: 3 clusters Score -2312539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2312534.750000 Penalty: 3258.109619
	Iteration 87Q: 3 clusters Score -2312535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2312538.750000 Penalty: 3258.109619
	Iteration 88Q: 3 clusters Score -2312539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2312539.750000 Penalty: 3258.109619
	Iteration 89Q: 3 clusters Score -2312540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2312540.750000 Penalty: 3258.109619
	Iteration 90Q: 3 clusters Score -2312541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2312543.500000 Penalty: 3258.109619
	Iteration 91Q: 3 clusters Score -2312544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2312543.750000 Penalty: 3258.109619
	Iteration 92Q: 3 clusters Score -2312544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2312541.750000 Penalty: 3258.109619
	Iteration 93Q: 3 clusters Score -2312542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2312540.500000 Penalty: 3258.109619
	Iteration 94Q: 3 clusters Score -2312540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2312542.500000 Penalty: 3258.109619
	Iteration 95Q: 3 clusters Score -2312542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2312541.250000 Penalty: 3258.109619
	Iteration 96Q: 3 clusters Score -2312541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2312542.000000 Penalty: 3258.109619
	Iteration 97Q: 3 clusters Score -2312542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2312543.000000 Penalty: 3258.109619
	Iteration 98Q: 3 clusters Score -2312543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2312545.250000 Penalty: 3258.109619
	Iteration 99Q: 3 clusters Score -2312545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2312546.000000 Penalty: 3258.109619
	Iteration 100F: 3 clusters Score -2312546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -154028.406250 Penalty: 1185.997314
	Iteration 0F: 2 clusters Score -154028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152261.984375 Penalty: 2371.994629
	Iteration 0F: 3 clusters Score -152262 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152575.734375 Penalty: 2371.994629
	Iteration 1F: 3 clusters Score -152575.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152664.187500 Penalty: 2371.994629
	Iteration 2F: 3 clusters Score -152664.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152703.281250 Penalty: 2371.994629
	Iteration 3Q: 3 clusters Score -152703.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152733.453125 Penalty: 2371.994629
	Iteration 4Q: 3 clusters Score -152733.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152764.375000 Penalty: 2371.994629
	Iteration 5Q: 3 clusters Score -152764.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152782.125000 Penalty: 2371.994629
	Iteration 6Q: 3 clusters Score -152782.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152794.328125 Penalty: 2371.994629
	Iteration 7Q: 3 clusters Score -152794.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152803.218750 Penalty: 2371.994629
	Iteration 8Q: 3 clusters Score -152803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152809.328125 Penalty: 2371.994629
	Iteration 9Q: 3 clusters Score -152809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152812.640625 Penalty: 2371.994629
	Iteration 10Q: 3 clusters Score -152812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152817.562500 Penalty: 2371.994629
	Iteration 11Q: 3 clusters Score -152817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -152820.687500 Penalty: 2371.994629
	Iteration 12Q: 3 clusters Score -152820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152824.625000 Penalty: 2371.994629
	Iteration 13Q: 3 clusters Score -152824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152831.500000 Penalty: 2371.994629
	Iteration 14Q: 3 clusters Score -152831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152835.734375 Penalty: 2371.994629
	Iteration 15Q: 3 clusters Score -152835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152839.265625 Penalty: 2371.994629
	Iteration 16Q: 3 clusters Score -152839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152839.265625 Penalty: 2371.994629
	Iteration 17F: 3 clusters Score -152839.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Entering Unmasked Estep 
Score: -788628.375000 Penalty: 1453.213623
	Iteration 0F: 2 clusters Score -788628.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -782909.125000 Penalty: 2906.427246
	Iteration 0F: 3 clusters Score -782909.1 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -784581.437500 Penalty: 2906.427246
	Iteration 1F: 3 clusters Score -784581.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -784795.125000 Penalty: 2906.427246
	Iteration 2F: 3 clusters Score -784795.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -784954.437500 Penalty: 2906.427246
	Iteration 3F: 3 clusters Score -784954.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -785050.750000 Penalty: 2906.427246
	Iteration 4Q: 3 clusters Score -785050.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -785133.750000 Penalty: 2906.427246
	Iteration 5Q: 3 clusters Score -785133.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -785207.250000 Penalty: 2906.427246
	Iteration 6Q: 3 clusters Score -785207.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -785273.125000 Penalty: 2906.427246
	Iteration 7Q: 3 clusters Score -785273.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -785323.500000 Penalty: 2906.427246
	Iteration 8Q: 3 clusters Score -785323.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -785381.062500 Penalty: 2906.427246
	Iteration 9Q: 3 clusters Score -785381.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -785451.375000 Penalty: 2906.427246
	Iteration 10Q: 3 clusters Score -785451.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -785527.562500 Penalty: 2906.427246
	Iteration 11Q: 3 clusters Score -785527.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -785618.875000 Penalty: 2906.427246
	Iteration 12Q: 3 clusters Score -785618.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -785723.312500 Penalty: 2906.427246
	Iteration 13Q: 3 clusters Score -785723.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -785840.750000 Penalty: 2906.427246
	Iteration 14Q: 3 clusters Score -785840.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -785970.187500 Penalty: 2906.427246
	Iteration 15Q: 3 clusters Score -785970.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -786108.625000 Penalty: 2906.427246
	Iteration 16Q: 3 clusters Score -786108.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -786249.562500 Penalty: 2906.427246
	Iteration 17Q: 3 clusters Score -786249.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -786370.875000 Penalty: 2906.427246
	Iteration 18Q: 3 clusters Score -786370.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -786476.437500 Penalty: 2906.427246
	Iteration 19Q: 3 clusters Score -786476.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -786542.312500 Penalty: 2906.427246
	Iteration 20F: 3 clusters Score -786542.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -786601.312500 Penalty: 2906.427246
	Iteration 21Q: 3 clusters Score -786601.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -786658.125000 Penalty: 2906.427246
	Iteration 22Q: 3 clusters Score -786658.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -786708.375000 Penalty: 2906.427246
	Iteration 23Q: 3 clusters Score -786708.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -786746.437500 Penalty: 2906.427246
	Iteration 24Q: 3 clusters Score -786746.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -786771.875000 Penalty: 2906.427246
	Iteration 25Q: 3 clusters Score -786771.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -786795.125000 Penalty: 2906.427246
	Iteration 26Q: 3 clusters Score -786795.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -786807.312500 Penalty: 2906.427246
	Iteration 27Q: 3 clusters Score -786807.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -786820.125000 Penalty: 2906.427246
	Iteration 28Q: 3 clusters Score -786820.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -786837.562500 Penalty: 2906.427246
	Iteration 29Q: 3 clusters Score -786837.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -786853.125000 Penalty: 2906.427246
	Iteration 30Q: 3 clusters Score -786853.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -786862.375000 Penalty: 2906.427246
	Iteration 31Q: 3 clusters Score -786862.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -786877.937500 Penalty: 2906.427246
	Iteration 32Q: 3 clusters Score -786877.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -786886.312500 Penalty: 2906.427246
	Iteration 33Q: 3 clusters Score -786886.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -786896.375000 Penalty: 2906.427246
	Iteration 34Q: 3 clusters Score -786896.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -786903.250000 Penalty: 2906.427246
	Iteration 35Q: 3 clusters Score -786903.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -786914.750000 Penalty: 2906.427246
	Iteration 36Q: 3 clusters Score -786914.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -786930.125000 Penalty: 2906.427246
	Iteration 37Q: 3 clusters Score -786930.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -786945.250000 Penalty: 2906.427246
	Iteration 38Q: 3 clusters Score -786945.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -786963.062500 Penalty: 2906.427246
	Iteration 39Q: 3 clusters Score -786963.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -786981.000000 Penalty: 2906.427246
	Iteration 40F: 3 clusters Score -786981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -787000.625000 Penalty: 2906.427246
	Iteration 41Q: 3 clusters Score -787000.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -787027.062500 Penalty: 2906.427246
	Iteration 42Q: 3 clusters Score -787027.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -787054.937500 Penalty: 2906.427246
	Iteration 43Q: 3 clusters Score -787054.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -787086.187500 Penalty: 2906.427246
	Iteration 44Q: 3 clusters Score -787086.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -787124.437500 Penalty: 2906.427246
	Iteration 45Q: 3 clusters Score -787124.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -787145.750000 Penalty: 2906.427246
	Iteration 46Q: 3 clusters Score -787145.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -787162.375000 Penalty: 2906.427246
	Iteration 47Q: 3 clusters Score -787162.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -787177.375000 Penalty: 2906.427246
	Iteration 48Q: 3 clusters Score -787177.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -787189.937500 Penalty: 2906.427246
	Iteration 49Q: 3 clusters Score -787189.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -787199.687500 Penalty: 2906.427246
	Iteration 50Q: 3 clusters Score -787199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -787204.812500 Penalty: 2906.427246
	Iteration 51Q: 3 clusters Score -787204.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -787211.750000 Penalty: 2906.427246
	Iteration 52Q: 3 clusters Score -787211.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -787219.437500 Penalty: 2906.427246
	Iteration 53Q: 3 clusters Score -787219.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -787224.625000 Penalty: 2906.427246
	Iteration 54Q: 3 clusters Score -787224.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -787230.000000 Penalty: 2906.427246
	Iteration 55Q: 3 clusters Score -787230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -787233.812500 Penalty: 2906.427246
	Iteration 56Q: 3 clusters Score -787233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -787238.812500 Penalty: 2906.427246
	Iteration 57Q: 3 clusters Score -787238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -787241.500000 Penalty: 2906.427246
	Iteration 58Q: 3 clusters Score -787241.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -787244.500000 Penalty: 2906.427246
	Iteration 59Q: 3 clusters Score -787244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -787248.500000 Penalty: 2906.427246
	Iteration 60F: 3 clusters Score -787248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -787250.125000 Penalty: 2906.427246
	Iteration 61Q: 3 clusters Score -787250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -787253.125000 Penalty: 2906.427246
	Iteration 62Q: 3 clusters Score -787253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -787255.375000 Penalty: 2906.427246
	Iteration 63Q: 3 clusters Score -787255.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -787261.437500 Penalty: 2906.427246
	Iteration 64Q: 3 clusters Score -787261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -787264.937500 Penalty: 2906.427246
	Iteration 65Q: 3 clusters Score -787264.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -787269.187500 Penalty: 2906.427246
	Iteration 66Q: 3 clusters Score -787269.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -787273.187500 Penalty: 2906.427246
	Iteration 67Q: 3 clusters Score -787273.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -787277.375000 Penalty: 2906.427246
	Iteration 68Q: 3 clusters Score -787277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -787281.187500 Penalty: 2906.427246
	Iteration 69Q: 3 clusters Score -787281.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -787290.625000 Penalty: 2906.427246
	Iteration 70Q: 3 clusters Score -787290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -787296.812500 Penalty: 2906.427246
	Iteration 71Q: 3 clusters Score -787296.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -787302.500000 Penalty: 2906.427246
	Iteration 72Q: 3 clusters Score -787302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -787304.812500 Penalty: 2906.427246
	Iteration 73Q: 3 clusters Score -787304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -787306.500000 Penalty: 2906.427246
	Iteration 74Q: 3 clusters Score -787306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -787307.937500 Penalty: 2906.427246
	Iteration 75Q: 3 clusters Score -787307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -787308.562500 Penalty: 2906.427246
	Iteration 76Q: 3 clusters Score -787308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -787308.562500 Penalty: 2906.427246
	Iteration 77Q: 3 clusters Score -787308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -787308.062500 Penalty: 2906.427246
	Iteration 78Q: 3 clusters Score -787308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -787308.062500 Penalty: 2906.427246
	Iteration 79F: 3 clusters Score -787308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -199280.718750 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -199280.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -197195.046875 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -197195 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -197642.312500 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -197642.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197744.390625 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -197744.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -197800.515625 Penalty: 2464.555420
	Iteration 3Q: 3 clusters Score -197800.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197822.468750 Penalty: 2464.555420
	Iteration 4Q: 3 clusters Score -197822.5 nChanged 33
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: -197836.968750 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -197837 nChanged 16
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: -197844.890625 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -197844.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -197853.000000 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -197853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -197860.375000 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -197860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -197865.218750 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -197865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -197869.140625 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -197869.1 nChanged 7
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: -197871.984375 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -197872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -197876.953125 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -197877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197880.640625 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -197880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -197884.031250 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -197884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -197886.484375 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -197886.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197888.906250 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -197888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197889.703125 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -197889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197890.312500 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -197890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197890.921875 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -197890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197891.640625 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -197891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -197891.734375 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -197891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -197891.953125 Penalty: 2464.555420
	Iteration 22Q: 3 clusters Score -197892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197892.296875 Penalty: 2464.555420
	Iteration 23Q: 3 clusters Score -197892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197892.296875 Penalty: 2464.555420
	Iteration 24F: 3 clusters Score -197892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -810558.375000 Penalty: 1459.502808
	Iteration 0F: 2 clusters Score -810558.4 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 3999 members 
Entering Unmasked Estep 
Score: -804689.625000 Penalty: 2919.005615
	Iteration 0F: 3 clusters Score -804689.6 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -806634.000000 Penalty: 2919.005615
	Iteration 1F: 3 clusters Score -806634 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -806952.000000 Penalty: 2919.005615
	Iteration 2F: 3 clusters Score -806952 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -807206.562500 Penalty: 2919.005615
	Iteration 3F: 3 clusters Score -807206.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -807461.312500 Penalty: 2919.005615
	Iteration 4F: 3 clusters Score -807461.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -807711.500000 Penalty: 2919.005615
	Iteration 5F: 3 clusters Score -807711.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -807974.687500 Penalty: 2919.005615
	Iteration 6F: 3 clusters Score -807974.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -808228.187500 Penalty: 2919.005615
	Iteration 7Q: 3 clusters Score -808228.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -808470.000000 Penalty: 2919.005615
	Iteration 8Q: 3 clusters Score -808470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -808707.250000 Penalty: 2919.005615
	Iteration 9Q: 3 clusters Score -808707.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -808896.250000 Penalty: 2919.005615
	Iteration 10Q: 3 clusters Score -808896.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -809030.875000 Penalty: 2919.005615
	Iteration 11Q: 3 clusters Score -809030.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -809122.312500 Penalty: 2919.005615
	Iteration 12Q: 3 clusters Score -809122.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -809194.375000 Penalty: 2919.005615
	Iteration 13Q: 3 clusters Score -809194.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -809262.250000 Penalty: 2919.005615
	Iteration 14Q: 3 clusters Score -809262.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -809315.062500 Penalty: 2919.005615
	Iteration 15Q: 3 clusters Score -809315.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -809363.812500 Penalty: 2919.005615
	Iteration 16Q: 3 clusters Score -809363.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -809410.125000 Penalty: 2919.005615
	Iteration 17Q: 3 clusters Score -809410.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -809456.187500 Penalty: 2919.005615
	Iteration 18Q: 3 clusters Score -809456.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -809476.687500 Penalty: 2919.005615
	Iteration 19Q: 3 clusters Score -809476.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -809489.750000 Penalty: 2919.005615
	Iteration 20F: 3 clusters Score -809489.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -809497.437500 Penalty: 2919.005615
	Iteration 21Q: 3 clusters Score -809497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -809507.375000 Penalty: 2919.005615
	Iteration 22Q: 3 clusters Score -809507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -809513.125000 Penalty: 2919.005615
	Iteration 23Q: 3 clusters Score -809513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -809520.375000 Penalty: 2919.005615
	Iteration 24Q: 3 clusters Score -809520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -809529.562500 Penalty: 2919.005615
	Iteration 25Q: 3 clusters Score -809529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -809539.062500 Penalty: 2919.005615
	Iteration 26Q: 3 clusters Score -809539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -809542.562500 Penalty: 2919.005615
	Iteration 27Q: 3 clusters Score -809542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -809544.500000 Penalty: 2919.005615
	Iteration 28Q: 3 clusters Score -809544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -809549.437500 Penalty: 2919.005615
	Iteration 29Q: 3 clusters Score -809549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -809551.562500 Penalty: 2919.005615
	Iteration 30Q: 3 clusters Score -809551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -809552.125000 Penalty: 2919.005615
	Iteration 31Q: 3 clusters Score -809552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -809555.375000 Penalty: 2919.005615
	Iteration 32Q: 3 clusters Score -809555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -809555.375000 Penalty: 2919.005615
	Iteration 33F: 3 clusters Score -809555.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -259817.968750 Penalty: 1280.077026
	Iteration 0F: 2 clusters Score -259818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -257285.937500 Penalty: 2560.154053
	Iteration 0F: 3 clusters Score -257285.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -257895.484375 Penalty: 2560.154053
	Iteration 1F: 3 clusters Score -257895.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -258099.109375 Penalty: 2560.154053
	Iteration 2F: 3 clusters Score -258099.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -258261.984375 Penalty: 2560.154053
	Iteration 3F: 3 clusters Score -258262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -258393.484375 Penalty: 2560.154053
	Iteration 4F: 3 clusters Score -258393.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258476.500000 Penalty: 2560.154053
	Iteration 5Q: 3 clusters Score -258476.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -258548.765625 Penalty: 2560.154053
	Iteration 6Q: 3 clusters Score -258548.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -258615.359375 Penalty: 2560.154053
	Iteration 7Q: 3 clusters Score -258615.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -258658.203125 Penalty: 2560.154053
	Iteration 8Q: 3 clusters Score -258658.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -258689.593750 Penalty: 2560.154053
	Iteration 9Q: 3 clusters Score -258689.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -258716.265625 Penalty: 2560.154053
	Iteration 10Q: 3 clusters Score -258716.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -258743.609375 Penalty: 2560.154053
	Iteration 11Q: 3 clusters Score -258743.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -258769.140625 Penalty: 2560.154053
	Iteration 12Q: 3 clusters Score -258769.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -258792.984375 Penalty: 2560.154053
	Iteration 13Q: 3 clusters Score -258793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -258807.406250 Penalty: 2560.154053
	Iteration 14Q: 3 clusters Score -258807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -258818.906250 Penalty: 2560.154053
	Iteration 15Q: 3 clusters Score -258818.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -258826.578125 Penalty: 2560.154053
	Iteration 16Q: 3 clusters Score -258826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -258829.703125 Penalty: 2560.154053
	Iteration 17Q: 3 clusters Score -258829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -258832.921875 Penalty: 2560.154053
	Iteration 18Q: 3 clusters Score -258832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -258836.593750 Penalty: 2560.154053
	Iteration 19Q: 3 clusters Score -258836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -258839.968750 Penalty: 2560.154053
	Iteration 20F: 3 clusters Score -258840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -258843.609375 Penalty: 2560.154053
	Iteration 21Q: 3 clusters Score -258843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -258846.921875 Penalty: 2560.154053
	Iteration 22Q: 3 clusters Score -258846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -258850.484375 Penalty: 2560.154053
	Iteration 23Q: 3 clusters Score -258850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -258855.718750 Penalty: 2560.154053
	Iteration 24Q: 3 clusters Score -258855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258861.312500 Penalty: 2560.154053
	Iteration 25Q: 3 clusters Score -258861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -258867.171875 Penalty: 2560.154053
	Iteration 26Q: 3 clusters Score -258867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -258872.718750 Penalty: 2560.154053
	Iteration 27Q: 3 clusters Score -258872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -258878.625000 Penalty: 2560.154053
	Iteration 28Q: 3 clusters Score -258878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -258882.265625 Penalty: 2560.154053
	Iteration 29Q: 3 clusters Score -258882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -258884.281250 Penalty: 2560.154053
	Iteration 30Q: 3 clusters Score -258884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -258887.156250 Penalty: 2560.154053
	Iteration 31Q: 3 clusters Score -258887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -258888.109375 Penalty: 2560.154053
	Iteration 32Q: 3 clusters Score -258888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -258889.437500 Penalty: 2560.154053
	Iteration 33Q: 3 clusters Score -258889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -258891.171875 Penalty: 2560.154053
	Iteration 34Q: 3 clusters Score -258891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -258892.437500 Penalty: 2560.154053
	Iteration 35Q: 3 clusters Score -258892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -258892.437500 Penalty: 2560.154053
	Iteration 36F: 3 clusters Score -258892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43319 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29679 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22038 members 
Mstep: Class 31 contains 6390 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3698 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3949 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22583 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 159Q: 44 clusters Score -5.493547e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9170 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 21672 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 9206 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 4874 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43318 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3286 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29676 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 6391 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3701 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3948 members 
Mstep: Class 36 contains 6464 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22587 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7666 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7956 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935560.000000 Penalty: 92448.960938
Iteration 160F: 44 clusters Score -5.493556e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114127 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 4880 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 43318 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8235 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29672 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 22027 members 
Mstep: Class 31 contains 6393 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3704 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22589 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7681 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 7956 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 92448.960938
Iteration 161Q: 44 clusters Score -5.493551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114128 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 9177 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7312 members 
Mstep: Class 15 contains 4883 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43317 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3283 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8240 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29669 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22021 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3706 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 6463 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22590 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7692 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 162Q: 44 clusters Score -5.493551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 21670 members 
Mstep: Class 5 contains 3986 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114130 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 4884 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43315 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8248 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29667 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22015 members 
Mstep: Class 31 contains 6399 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3707 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3946 members 
Mstep: Class 36 contains 6464 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22593 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7700 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935572.000000 Penalty: 92448.960938
Iteration 163Q: 44 clusters Score -5.493557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114130 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 9156 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43315 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8252 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5176 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29661 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22012 members 
Mstep: Class 31 contains 6405 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3708 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3945 members 
Mstep: Class 36 contains 6465 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22594 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7715 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 7956 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 164Q: 44 clusters Score -5.493551e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114130 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43315 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8254 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29651 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22008 members 
Mstep: Class 31 contains 6408 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3712 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3944 members 
Mstep: Class 36 contains 6466 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22596 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7723 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 7957 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935456.000000 Penalty: 92448.960938
Iteration 165Q: 44 clusters Score -5.493546e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 21664 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114131 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43315 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8257 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5174 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29645 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 22007 members 
Mstep: Class 31 contains 6411 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3715 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3944 members 
Mstep: Class 36 contains 6468 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22595 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7733 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 7957 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935504.000000 Penalty: 92448.960938
Iteration 166Q: 44 clusters Score -5.49355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114134 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9137 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 7306 members 
Mstep: Class 15 contains 4889 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 43311 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29641 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 22004 members 
Mstep: Class 31 contains 6423 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3716 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5329 members 
Mstep: Class 38 contains 22595 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7739 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 7958 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935568.000000 Penalty: 92448.960938
Iteration 167Q: 44 clusters Score -5.493557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8107 members 
Mstep: Class 4 contains 21660 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114139 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 43307 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29640 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 22003 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3717 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 22595 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7743 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7959 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935500.000000 Penalty: 92448.960938
Iteration 168Q: 44 clusters Score -5.49355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114144 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9134 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43303 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29635 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 22004 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 22596 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7748 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7961 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935488.000000 Penalty: 92448.960938
Iteration 169Q: 44 clusters Score -5.493549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114147 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9131 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 7302 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8258 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5146 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29628 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 22005 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 22596 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7754 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7964 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935496.000000 Penalty: 92448.960938
Iteration 170Q: 44 clusters Score -5.49355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114147 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9129 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8258 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29621 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 22002 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5328 members 
Mstep: Class 38 contains 22595 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7762 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7968 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935524.000000 Penalty: 92448.960938
Iteration 171Q: 44 clusters Score -5.493552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114147 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9128 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7826 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8258 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29618 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 22003 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22595 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7764 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 172Q: 44 clusters Score -5.493551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114147 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 9126 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8258 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29613 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 22003 members 
Mstep: Class 31 contains 6461 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22596 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7769 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935484.000000 Penalty: 92448.960938
Iteration 173Q: 44 clusters Score -5.493548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21659 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114149 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9124 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8260 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29611 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21998 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22596 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7773 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935492.000000 Penalty: 92448.960938
Iteration 174Q: 44 clusters Score -5.493549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29611 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21993 members 
Mstep: Class 31 contains 6477 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22597 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 175Q: 44 clusters Score -5.493551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5119 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29611 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21989 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7973 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 176Q: 44 clusters Score -5.493551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7825 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29611 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21986 members 
Mstep: Class 31 contains 6487 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1964 members 
Mstep: Class 42 contains 7974 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935484.000000 Penalty: 92448.960938
Iteration 177Q: 44 clusters Score -5.493548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7824 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29610 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21986 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 7975 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935484.000000 Penalty: 92448.960938
Iteration 178Q: 44 clusters Score -5.493548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7824 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29610 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 21986 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 7974 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 92448.960938
Iteration 179Q: 44 clusters Score -5.493551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9119 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7824 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29610 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 21985 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 7973 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935516.000000 Penalty: 92448.960938
Iteration 180F: 44 clusters Score -5.493552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7823 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29610 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 21983 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1969 members 
Mstep: Class 42 contains 7973 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 181Q: 44 clusters Score -5.493551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7823 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8265 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29610 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 21980 members 
Mstep: Class 31 contains 6523 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7773 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7974 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 92448.960938
Iteration 182Q: 44 clusters Score -5.493551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7823 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75064 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8270 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5080 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21977 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7976 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935504.000000 Penalty: 92448.960938
Iteration 183Q: 44 clusters Score -5.49355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7823 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5077 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21973 members 
Mstep: Class 31 contains 6529 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5326 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7980 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935492.000000 Penalty: 92448.960938
Iteration 184Q: 44 clusters Score -5.493549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7823 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21971 members 
Mstep: Class 31 contains 6531 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7983 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 92448.960938
Iteration 185Q: 44 clusters Score -5.493551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7822 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21969 members 
Mstep: Class 31 contains 6532 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7986 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935496.000000 Penalty: 92448.960938
Iteration 186Q: 44 clusters Score -5.49355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7821 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21966 members 
Mstep: Class 31 contains 6536 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7989 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935528.000000 Penalty: 92448.960938
Iteration 187Q: 44 clusters Score -5.493553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7819 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5066 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21966 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22599 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7991 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935516.000000 Penalty: 92448.960938
Iteration 188Q: 44 clusters Score -5.493552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7818 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5061 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21966 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7993 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935488.000000 Penalty: 92448.960938
Iteration 189Q: 44 clusters Score -5.493549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7816 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5056 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21965 members 
Mstep: Class 31 contains 6546 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7995 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935464.000000 Penalty: 92448.960938
Iteration 190Q: 44 clusters Score -5.493546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7816 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5052 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 21965 members 
Mstep: Class 31 contains 6549 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7995 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 191Q: 44 clusters Score -5.493547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7816 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5050 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21965 members 
Mstep: Class 31 contains 6552 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7995 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 192Q: 44 clusters Score -5.493547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7815 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5048 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21964 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7996 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935492.000000 Penalty: 92448.960938
Iteration 193Q: 44 clusters Score -5.493549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7998 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 92448.960938
Iteration 194Q: 44 clusters Score -5.493551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5043 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 6561 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7998 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935504.000000 Penalty: 92448.960938
Iteration 195Q: 44 clusters Score -5.49355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7998 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935516.000000 Penalty: 92448.960938
Iteration 196Q: 44 clusters Score -5.493552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7998 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935520.000000 Penalty: 92448.960938
Iteration 197Q: 44 clusters Score -5.493552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 6566 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7998 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935528.000000 Penalty: 92448.960938
Iteration 198Q: 44 clusters Score -5.493553e+07 nChanged 6
Entering ConstructFrom: 
Score: -54935528.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (60304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Entering Unmasked Estep 
Score: -6235779.000000 Penalty: 1788.662476
	Iteration 0F: 2 clusters Score -6235779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -6195576.000000 Penalty: 3577.324951
	Iteration 0F: 3 clusters Score -6195576 nChanged 28568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6211780.500000 Penalty: 3577.324951
	Iteration 1F: 3 clusters Score -6211780 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6212417.500000 Penalty: 3577.324951
	Iteration 2Q: 3 clusters Score -6212418 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -6213308.500000 Penalty: 3577.324951
	Iteration 3Q: 3 clusters Score -6213308 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6214737.500000 Penalty: 3577.324951
	Iteration 4Q: 3 clusters Score -6214738 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -6217066.000000 Penalty: 3577.324951
	Iteration 5F: 3 clusters Score -6217066 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -6220562.500000 Penalty: 3577.324951
	Iteration 6F: 3 clusters Score -6220562 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -6224778.500000 Penalty: 3577.324951
	Iteration 7F: 3 clusters Score -6224778 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6228765.500000 Penalty: 3577.324951
	Iteration 8F: 3 clusters Score -6228766 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -6231402.500000 Penalty: 3577.324951
	Iteration 9Q: 3 clusters Score -6231402 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -6232938.500000 Penalty: 3577.324951
	Iteration 10Q: 3 clusters Score -6232938 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -6233625.000000 Penalty: 3577.324951
	Iteration 11Q: 3 clusters Score -6233625 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -6233877.500000 Penalty: 3577.324951
	Iteration 12Q: 3 clusters Score -6233878 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -6234038.500000 Penalty: 3577.324951
	Iteration 13Q: 3 clusters Score -6234038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -6234138.500000 Penalty: 3577.324951
	Iteration 14Q: 3 clusters Score -6234138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -6234179.500000 Penalty: 3577.324951
	Iteration 15Q: 3 clusters Score -6234180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -6234199.000000 Penalty: 3577.324951
	Iteration 16Q: 3 clusters Score -6234199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -6234213.000000 Penalty: 3577.324951
	Iteration 17Q: 3 clusters Score -6234213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -6234218.500000 Penalty: 3577.324951
	Iteration 18Q: 3 clusters Score -6234218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -6234216.000000 Penalty: 3577.324951
	Iteration 19Q: 3 clusters Score -6234216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -6234223.500000 Penalty: 3577.324951
	Iteration 20F: 3 clusters Score -6234224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -6234223.000000 Penalty: 3577.324951
	Iteration 21Q: 3 clusters Score -6234223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -6234227.500000 Penalty: 3577.324951
	Iteration 22Q: 3 clusters Score -6234228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -6234230.500000 Penalty: 3577.324951
	Iteration 23Q: 3 clusters Score -6234230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -6234231.000000 Penalty: 3577.324951
	Iteration 24Q: 3 clusters Score -6234231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -6234231.000000 Penalty: 3577.324951
	Iteration 25F: 3 clusters Score -6234231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Entering Unmasked Estep 
Score: -838729.750000 Penalty: 1482.333984
	Iteration 0F: 2 clusters Score -838729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -832133.062500 Penalty: 2964.667969
	Iteration 0F: 3 clusters Score -832133.1 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -834417.312500 Penalty: 2964.667969
	Iteration 1F: 3 clusters Score -834417.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -834847.375000 Penalty: 2964.667969
	Iteration 2F: 3 clusters Score -834847.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -835192.500000 Penalty: 2964.667969
	Iteration 3F: 3 clusters Score -835192.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -835449.937500 Penalty: 2964.667969
	Iteration 4F: 3 clusters Score -835449.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -835679.000000 Penalty: 2964.667969
	Iteration 5Q: 3 clusters Score -835679 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -835920.875000 Penalty: 2964.667969
	Iteration 6Q: 3 clusters Score -835920.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -836173.187500 Penalty: 2964.667969
	Iteration 7Q: 3 clusters Score -836173.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -836384.875000 Penalty: 2964.667969
	Iteration 8Q: 3 clusters Score -836384.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -836562.187500 Penalty: 2964.667969
	Iteration 9Q: 3 clusters Score -836562.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -836695.750000 Penalty: 2964.667969
	Iteration 10Q: 3 clusters Score -836695.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -836790.500000 Penalty: 2964.667969
	Iteration 11Q: 3 clusters Score -836790.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -836855.125000 Penalty: 2964.667969
	Iteration 12Q: 3 clusters Score -836855.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -836911.250000 Penalty: 2964.667969
	Iteration 13Q: 3 clusters Score -836911.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -836952.312500 Penalty: 2964.667969
	Iteration 14Q: 3 clusters Score -836952.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -836980.500000 Penalty: 2964.667969
	Iteration 15Q: 3 clusters Score -836980.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -837004.625000 Penalty: 2964.667969
	Iteration 16Q: 3 clusters Score -837004.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -837020.125000 Penalty: 2964.667969
	Iteration 17Q: 3 clusters Score -837020.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -837031.500000 Penalty: 2964.667969
	Iteration 18Q: 3 clusters Score -837031.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -837040.000000 Penalty: 2964.667969
	Iteration 19Q: 3 clusters Score -837040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -837049.875000 Penalty: 2964.667969
	Iteration 20F: 3 clusters Score -837049.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -837062.375000 Penalty: 2964.667969
	Iteration 21Q: 3 clusters Score -837062.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -837068.500000 Penalty: 2964.667969
	Iteration 22Q: 3 clusters Score -837068.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -837072.375000 Penalty: 2964.667969
	Iteration 23Q: 3 clusters Score -837072.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -837082.250000 Penalty: 2964.667969
	Iteration 24Q: 3 clusters Score -837082.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -837089.375000 Penalty: 2964.667969
	Iteration 25Q: 3 clusters Score -837089.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -837097.125000 Penalty: 2964.667969
	Iteration 26Q: 3 clusters Score -837097.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -837102.875000 Penalty: 2964.667969
	Iteration 27Q: 3 clusters Score -837102.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -837106.000000 Penalty: 2964.667969
	Iteration 28Q: 3 clusters Score -837106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -837111.750000 Penalty: 2964.667969
	Iteration 29Q: 3 clusters Score -837111.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -837115.875000 Penalty: 2964.667969
	Iteration 30Q: 3 clusters Score -837115.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -837119.937500 Penalty: 2964.667969
	Iteration 31Q: 3 clusters Score -837119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -837122.250000 Penalty: 2964.667969
	Iteration 32Q: 3 clusters Score -837122.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -837128.062500 Penalty: 2964.667969
	Iteration 33Q: 3 clusters Score -837128.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -837127.375000 Penalty: 2964.667969
	Iteration 34Q: 3 clusters Score -837127.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -837128.812500 Penalty: 2964.667969
	Iteration 35Q: 3 clusters Score -837128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -837132.250000 Penalty: 2964.667969
	Iteration 36Q: 3 clusters Score -837132.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -837133.437500 Penalty: 2964.667969
	Iteration 37Q: 3 clusters Score -837133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -837133.312500 Penalty: 2964.667969
	Iteration 38Q: 3 clusters Score -837133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -837133.062500 Penalty: 2964.667969
	Iteration 39Q: 3 clusters Score -837133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -837133.562500 Penalty: 2964.667969
	Iteration 40F: 3 clusters Score -837133.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -837134.750000 Penalty: 2964.667969
	Iteration 41Q: 3 clusters Score -837134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -837138.437500 Penalty: 2964.667969
	Iteration 42Q: 3 clusters Score -837138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -837139.937500 Penalty: 2964.667969
	Iteration 43Q: 3 clusters Score -837139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -837139.937500 Penalty: 2964.667969
	Iteration 44Q: 3 clusters Score -837139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -837139.312500 Penalty: 2964.667969
	Iteration 45Q: 3 clusters Score -837139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -837138.750000 Penalty: 2964.667969
	Iteration 46Q: 3 clusters Score -837138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -837140.187500 Penalty: 2964.667969
	Iteration 47Q: 3 clusters Score -837140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -837140.187500 Penalty: 2964.667969
	Iteration 48Q: 3 clusters Score -837140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -837141.125000 Penalty: 2964.667969
	Iteration 49Q: 3 clusters Score -837141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -837143.562500 Penalty: 2964.667969
	Iteration 50Q: 3 clusters Score -837143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -837143.312500 Penalty: 2964.667969
	Iteration 51Q: 3 clusters Score -837143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -837143.312500 Penalty: 2964.667969
	Iteration 52F: 3 clusters Score -837143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -804247.312500 Penalty: 1462.698730
	Iteration 0F: 2 clusters Score -804247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -798305.000000 Penalty: 2925.397461
	Iteration 0F: 3 clusters Score -798305 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -800542.187500 Penalty: 2925.397461
	Iteration 1F: 3 clusters Score -800542.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -801105.562500 Penalty: 2925.397461
	Iteration 2F: 3 clusters Score -801105.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -801515.500000 Penalty: 2925.397461
	Iteration 3F: 3 clusters Score -801515.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -801824.875000 Penalty: 2925.397461
	Iteration 4F: 3 clusters Score -801824.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -802064.500000 Penalty: 2925.397461
	Iteration 5Q: 3 clusters Score -802064.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -802217.312500 Penalty: 2925.397461
	Iteration 6Q: 3 clusters Score -802217.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -802318.375000 Penalty: 2925.397461
	Iteration 7Q: 3 clusters Score -802318.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -802415.125000 Penalty: 2925.397461
	Iteration 8Q: 3 clusters Score -802415.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -802493.625000 Penalty: 2925.397461
	Iteration 9Q: 3 clusters Score -802493.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -802570.562500 Penalty: 2925.397461
	Iteration 10Q: 3 clusters Score -802570.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -802645.500000 Penalty: 2925.397461
	Iteration 11Q: 3 clusters Score -802645.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -802717.875000 Penalty: 2925.397461
	Iteration 12Q: 3 clusters Score -802717.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -802772.625000 Penalty: 2925.397461
	Iteration 13Q: 3 clusters Score -802772.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -802837.687500 Penalty: 2925.397461
	Iteration 14Q: 3 clusters Score -802837.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -802879.625000 Penalty: 2925.397461
	Iteration 15Q: 3 clusters Score -802879.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -802916.000000 Penalty: 2925.397461
	Iteration 16Q: 3 clusters Score -802916 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -802941.562500 Penalty: 2925.397461
	Iteration 17Q: 3 clusters Score -802941.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -802965.000000 Penalty: 2925.397461
	Iteration 18Q: 3 clusters Score -802965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -802985.250000 Penalty: 2925.397461
	Iteration 19Q: 3 clusters Score -802985.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -803014.500000 Penalty: 2925.397461
	Iteration 20F: 3 clusters Score -803014.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -803046.187500 Penalty: 2925.397461
	Iteration 21Q: 3 clusters Score -803046.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -803082.062500 Penalty: 2925.397461
	Iteration 22Q: 3 clusters Score -803082.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -803123.500000 Penalty: 2925.397461
	Iteration 23Q: 3 clusters Score -803123.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -803162.750000 Penalty: 2925.397461
	Iteration 24Q: 3 clusters Score -803162.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -803196.562500 Penalty: 2925.397461
	Iteration 25Q: 3 clusters Score -803196.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -803217.437500 Penalty: 2925.397461
	Iteration 26Q: 3 clusters Score -803217.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -803235.562500 Penalty: 2925.397461
	Iteration 27Q: 3 clusters Score -803235.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -803245.625000 Penalty: 2925.397461
	Iteration 28Q: 3 clusters Score -803245.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -803257.125000 Penalty: 2925.397461
	Iteration 29Q: 3 clusters Score -803257.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -803269.875000 Penalty: 2925.397461
	Iteration 30Q: 3 clusters Score -803269.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -803284.750000 Penalty: 2925.397461
	Iteration 31Q: 3 clusters Score -803284.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -803292.062500 Penalty: 2925.397461
	Iteration 32Q: 3 clusters Score -803292.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -803302.062500 Penalty: 2925.397461
	Iteration 33Q: 3 clusters Score -803302.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -803312.125000 Penalty: 2925.397461
	Iteration 34Q: 3 clusters Score -803312.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -803315.875000 Penalty: 2925.397461
	Iteration 35Q: 3 clusters Score -803315.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -803322.187500 Penalty: 2925.397461
	Iteration 36Q: 3 clusters Score -803322.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -803330.500000 Penalty: 2925.397461
	Iteration 37Q: 3 clusters Score -803330.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -803335.312500 Penalty: 2925.397461
	Iteration 38Q: 3 clusters Score -803335.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -803348.875000 Penalty: 2925.397461
	Iteration 39Q: 3 clusters Score -803348.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -803358.000000 Penalty: 2925.397461
	Iteration 40F: 3 clusters Score -803358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -803367.812500 Penalty: 2925.397461
	Iteration 41Q: 3 clusters Score -803367.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -803377.875000 Penalty: 2925.397461
	Iteration 42Q: 3 clusters Score -803377.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -803386.125000 Penalty: 2925.397461
	Iteration 43Q: 3 clusters Score -803386.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -803393.500000 Penalty: 2925.397461
	Iteration 44Q: 3 clusters Score -803393.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -803399.000000 Penalty: 2925.397461
	Iteration 45Q: 3 clusters Score -803399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -803403.375000 Penalty: 2925.397461
	Iteration 46Q: 3 clusters Score -803403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -803403.312500 Penalty: 2925.397461
	Iteration 47Q: 3 clusters Score -803403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -803408.250000 Penalty: 2925.397461
	Iteration 48Q: 3 clusters Score -803408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -803409.375000 Penalty: 2925.397461
	Iteration 49Q: 3 clusters Score -803409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -803408.375000 Penalty: 2925.397461
	Iteration 50Q: 3 clusters Score -803408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -803408.375000 Penalty: 2925.397461
	Iteration 51F: 3 clusters Score -803408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Entering Unmasked Estep 
Score: -2022575.625000 Penalty: 1622.258667
	Iteration 0F: 2 clusters Score -2022576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2007746.250000 Penalty: 3244.517334
	Iteration 0F: 3 clusters Score -2007746 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2013377.375000 Penalty: 3244.517334
	Iteration 1F: 3 clusters Score -2013377 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2014330.750000 Penalty: 3244.517334
	Iteration 2F: 3 clusters Score -2014331 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2015679.875000 Penalty: 3244.517334
	Iteration 3F: 3 clusters Score -2015680 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2017274.875000 Penalty: 3244.517334
	Iteration 4F: 3 clusters Score -2017275 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2018883.750000 Penalty: 3244.517334
	Iteration 5F: 3 clusters Score -2018884 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2020273.375000 Penalty: 3244.517334
	Iteration 6F: 3 clusters Score -2020273 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2021213.000000 Penalty: 3244.517334
	Iteration 7Q: 3 clusters Score -2021213 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2021709.125000 Penalty: 3244.517334
	Iteration 8Q: 3 clusters Score -2021709 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2021984.125000 Penalty: 3244.517334
	Iteration 9Q: 3 clusters Score -2021984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2022152.000000 Penalty: 3244.517334
	Iteration 10Q: 3 clusters Score -2022152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2022243.875000 Penalty: 3244.517334
	Iteration 11Q: 3 clusters Score -2022244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2022308.750000 Penalty: 3244.517334
	Iteration 12Q: 3 clusters Score -2022309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2022349.625000 Penalty: 3244.517334
	Iteration 13Q: 3 clusters Score -2022350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2022370.375000 Penalty: 3244.517334
	Iteration 14Q: 3 clusters Score -2022370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2022379.000000 Penalty: 3244.517334
	Iteration 15Q: 3 clusters Score -2022379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2022393.750000 Penalty: 3244.517334
	Iteration 16Q: 3 clusters Score -2022394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2022396.000000 Penalty: 3244.517334
	Iteration 17Q: 3 clusters Score -2022396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2022401.875000 Penalty: 3244.517334
	Iteration 18Q: 3 clusters Score -2022402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2022404.625000 Penalty: 3244.517334
	Iteration 19Q: 3 clusters Score -2022405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2022413.250000 Penalty: 3244.517334
	Iteration 20F: 3 clusters Score -2022413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2022417.375000 Penalty: 3244.517334
	Iteration 21Q: 3 clusters Score -2022417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2022420.375000 Penalty: 3244.517334
	Iteration 22Q: 3 clusters Score -2022420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2022424.875000 Penalty: 3244.517334
	Iteration 23Q: 3 clusters Score -2022425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2022430.875000 Penalty: 3244.517334
	Iteration 24Q: 3 clusters Score -2022431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2022432.625000 Penalty: 3244.517334
	Iteration 25Q: 3 clusters Score -2022433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2022432.750000 Penalty: 3244.517334
	Iteration 26Q: 3 clusters Score -2022433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2022435.000000 Penalty: 3244.517334
	Iteration 27Q: 3 clusters Score -2022435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2022440.750000 Penalty: 3244.517334
	Iteration 28Q: 3 clusters Score -2022441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2022443.625000 Penalty: 3244.517334
	Iteration 29Q: 3 clusters Score -2022444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2022443.125000 Penalty: 3244.517334
	Iteration 30Q: 3 clusters Score -2022443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2022445.000000 Penalty: 3244.517334
	Iteration 31Q: 3 clusters Score -2022445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2022448.625000 Penalty: 3244.517334
	Iteration 32Q: 3 clusters Score -2022449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2022445.250000 Penalty: 3244.517334
	Iteration 33Q: 3 clusters Score -2022445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2022447.875000 Penalty: 3244.517334
	Iteration 34Q: 3 clusters Score -2022448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2022452.000000 Penalty: 3244.517334
	Iteration 35Q: 3 clusters Score -2022452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2022450.125000 Penalty: 3244.517334
	Iteration 36Q: 3 clusters Score -2022450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2022451.125000 Penalty: 3244.517334
	Iteration 37Q: 3 clusters Score -2022451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2022452.000000 Penalty: 3244.517334
	Iteration 38Q: 3 clusters Score -2022452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2022452.000000 Penalty: 3244.517334
	Iteration 39F: 3 clusters Score -2022452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -389890.750000 Penalty: 1346.886841
	Iteration 0F: 2 clusters Score -389890.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -386576.062500 Penalty: 2693.773682
	Iteration 0F: 3 clusters Score -386576.1 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -387599.250000 Penalty: 2693.773682
	Iteration 1F: 3 clusters Score -387599.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -387888.718750 Penalty: 2693.773682
	Iteration 2F: 3 clusters Score -387888.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -388125.531250 Penalty: 2693.773682
	Iteration 3F: 3 clusters Score -388125.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -388341.687500 Penalty: 2693.773682
	Iteration 4F: 3 clusters Score -388341.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -388629.000000 Penalty: 2693.773682
	Iteration 5F: 3 clusters Score -388629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -388900.843750 Penalty: 2693.773682
	Iteration 6F: 3 clusters Score -388900.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -389037.406250 Penalty: 2693.773682
	Iteration 7Q: 3 clusters Score -389037.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -389118.750000 Penalty: 2693.773682
	Iteration 8Q: 3 clusters Score -389118.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -389159.625000 Penalty: 2693.773682
	Iteration 9Q: 3 clusters Score -389159.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -389193.906250 Penalty: 2693.773682
	Iteration 10Q: 3 clusters Score -389193.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -389227.718750 Penalty: 2693.773682
	Iteration 11Q: 3 clusters Score -389227.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -389253.656250 Penalty: 2693.773682
	Iteration 12Q: 3 clusters Score -389253.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -389279.531250 Penalty: 2693.773682
	Iteration 13Q: 3 clusters Score -389279.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -389308.937500 Penalty: 2693.773682
	Iteration 14Q: 3 clusters Score -389308.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -389339.031250 Penalty: 2693.773682
	Iteration 15Q: 3 clusters Score -389339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -389362.343750 Penalty: 2693.773682
	Iteration 16Q: 3 clusters Score -389362.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -389382.156250 Penalty: 2693.773682
	Iteration 17Q: 3 clusters Score -389382.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389414.656250 Penalty: 2693.773682
	Iteration 18Q: 3 clusters Score -389414.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -389458.406250 Penalty: 2693.773682
	Iteration 19Q: 3 clusters Score -389458.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -389531.625000 Penalty: 2693.773682
	Iteration 20F: 3 clusters Score -389531.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -389649.906250 Penalty: 2693.773682
	Iteration 21Q: 3 clusters Score -389649.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -389835.593750 Penalty: 2693.773682
	Iteration 22Q: 3 clusters Score -389835.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -390082.343750 Penalty: 2693.773682
	Iteration 23Q: 3 clusters Score -390082.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390317.468750 Penalty: 2693.773682
	Iteration 24Q: 3 clusters Score -390317.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -390493.375000 Penalty: 2693.773682
	Iteration 25Q: 3 clusters Score -390493.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -390563.656250 Penalty: 2693.773682
	Iteration 26Q: 3 clusters Score -390563.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -390587.125000 Penalty: 2693.773682
	Iteration 27Q: 3 clusters Score -390587.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -390593.000000 Penalty: 2693.773682
	Iteration 28Q: 3 clusters Score -390593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -390593.843750 Penalty: 2693.773682
	Iteration 29Q: 3 clusters Score -390593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -390595.187500 Penalty: 2693.773682
	Iteration 30Q: 3 clusters Score -390595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -390594.968750 Penalty: 2693.773682
	Iteration 31Q: 3 clusters Score -390595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -390594.968750 Penalty: 2693.773682
	Iteration 32F: 3 clusters Score -390595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Mstep: Class 44 contains 1762 members 
Entering Unmasked Estep 
Score: -54935420.000000 Penalty: 94598.937500
Splitting cluster 5 changes total score from -54935528.000000 to -54935420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -170597.875000 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -170597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168641.953125 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -168642 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169169.500000 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -169169.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169451.953125 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -169452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169650.875000 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -169650.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -169770.593750 Penalty: 2431.322510
	Iteration 4F: 3 clusters Score -169770.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169834.656250 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -169834.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -169883.265625 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -169883.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169914.750000 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -169914.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -169939.640625 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -169939.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -169952.218750 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -169952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169963.000000 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -169963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169965.078125 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -169965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169966.609375 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -169966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169970.562500 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -169970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169977.375000 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -169977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169981.187500 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -169981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169982.812500 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -169982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -169982.578125 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -169982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -169985.343750 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -169985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169990.437500 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -169990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -169995.484375 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -169995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -169997.765625 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -169997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -170002.750000 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -170002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -170006.546875 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -170006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -170009.515625 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -170009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170011.750000 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -170011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -170015.437500 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -170015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -170019.156250 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -170019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -170022.250000 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -170022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -170026.796875 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -170026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -170032.265625 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -170032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -170037.890625 Penalty: 2431.322510
	Iteration 31Q: 3 clusters Score -170037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -170038.718750 Penalty: 2431.322510
	Iteration 32Q: 3 clusters Score -170038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -170040.109375 Penalty: 2431.322510
	Iteration 33Q: 3 clusters Score -170040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -170041.312500 Penalty: 2431.322510
	Iteration 34Q: 3 clusters Score -170041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -170042.968750 Penalty: 2431.322510
	Iteration 35Q: 3 clusters Score -170043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -170044.765625 Penalty: 2431.322510
	Iteration 36Q: 3 clusters Score -170044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -170045.421875 Penalty: 2431.322510
	Iteration 37Q: 3 clusters Score -170045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -170046.093750 Penalty: 2431.322510
	Iteration 38Q: 3 clusters Score -170046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -170046.093750 Penalty: 2431.322510
	Iteration 39F: 3 clusters Score -170046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Entering Unmasked Estep 
Score: -11649762.000000 Penalty: 1892.356079
	Iteration 0F: 2 clusters Score -1.164976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -11574869.000000 Penalty: 3784.712158
	Iteration 0F: 3 clusters Score -1.157487e+07 nChanged 54731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -11606768.000000 Penalty: 3784.712158
	Iteration 1F: 3 clusters Score -1.160677e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -11607828.000000 Penalty: 3784.712158
	Iteration 2Q: 3 clusters Score -1.160783e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -11609338.000000 Penalty: 3784.712158
	Iteration 3Q: 3 clusters Score -1.160934e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -11611180.000000 Penalty: 3784.712158
	Iteration 4Q: 3 clusters Score -1.161118e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -11613542.000000 Penalty: 3784.712158
	Iteration 5Q: 3 clusters Score -1.161354e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -11616826.000000 Penalty: 3784.712158
	Iteration 6F: 3 clusters Score -1.161683e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -11620789.000000 Penalty: 3784.712158
	Iteration 7F: 3 clusters Score -1.162079e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -11625591.000000 Penalty: 3784.712158
	Iteration 8F: 3 clusters Score -1.162559e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -11630276.000000 Penalty: 3784.712158
	Iteration 9F: 3 clusters Score -1.163028e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -11633701.000000 Penalty: 3784.712158
	Iteration 10F: 3 clusters Score -1.16337e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -11635805.000000 Penalty: 3784.712158
	Iteration 11Q: 3 clusters Score -1.16358e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -11637234.000000 Penalty: 3784.712158
	Iteration 12Q: 3 clusters Score -1.163723e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -11638263.000000 Penalty: 3784.712158
	Iteration 13Q: 3 clusters Score -1.163826e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -11639282.000000 Penalty: 3784.712158
	Iteration 14Q: 3 clusters Score -1.163928e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -11640283.000000 Penalty: 3784.712158
	Iteration 15Q: 3 clusters Score -1.164028e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -11641259.000000 Penalty: 3784.712158
	Iteration 16Q: 3 clusters Score -1.164126e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -11642259.000000 Penalty: 3784.712158
	Iteration 17Q: 3 clusters Score -1.164226e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -11643261.000000 Penalty: 3784.712158
	Iteration 18Q: 3 clusters Score -1.164326e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -11644228.000000 Penalty: 3784.712158
	Iteration 19Q: 3 clusters Score -1.164423e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -11645022.000000 Penalty: 3784.712158
	Iteration 20F: 3 clusters Score -1.164502e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -11645671.000000 Penalty: 3784.712158
	Iteration 21Q: 3 clusters Score -1.164567e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -11646149.000000 Penalty: 3784.712158
	Iteration 22Q: 3 clusters Score -1.164615e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -11646467.000000 Penalty: 3784.712158
	Iteration 23Q: 3 clusters Score -1.164647e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -11646762.000000 Penalty: 3784.712158
	Iteration 24Q: 3 clusters Score -1.164676e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -11646948.000000 Penalty: 3784.712158
	Iteration 25Q: 3 clusters Score -1.164695e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -11647158.000000 Penalty: 3784.712158
	Iteration 26Q: 3 clusters Score -1.164716e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -11647355.000000 Penalty: 3784.712158
	Iteration 27Q: 3 clusters Score -1.164736e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -11647474.000000 Penalty: 3784.712158
	Iteration 28Q: 3 clusters Score -1.164747e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -11647638.000000 Penalty: 3784.712158
	Iteration 29Q: 3 clusters Score -1.164764e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -11647686.000000 Penalty: 3784.712158
	Iteration 30Q: 3 clusters Score -1.164769e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -11647809.000000 Penalty: 3784.712158
	Iteration 31Q: 3 clusters Score -1.164781e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -11647796.000000 Penalty: 3784.712158
	Iteration 32Q: 3 clusters Score -1.16478e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -11647881.000000 Penalty: 3784.712158
	Iteration 33Q: 3 clusters Score -1.164788e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -11647915.000000 Penalty: 3784.712158
	Iteration 34Q: 3 clusters Score -1.164792e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -11647960.000000 Penalty: 3784.712158
	Iteration 35Q: 3 clusters Score -1.164796e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -11648019.000000 Penalty: 3784.712158
	Iteration 36Q: 3 clusters Score -1.164802e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -11648036.000000 Penalty: 3784.712158
	Iteration 37Q: 3 clusters Score -1.164804e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -11648062.000000 Penalty: 3784.712158
	Iteration 38Q: 3 clusters Score -1.164806e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -11648102.000000 Penalty: 3784.712158
	Iteration 39Q: 3 clusters Score -1.16481e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -11648085.000000 Penalty: 3784.712158
	Iteration 40F: 3 clusters Score -1.164808e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -11648072.000000 Penalty: 3784.712158
	Iteration 41Q: 3 clusters Score -1.164807e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -11648089.000000 Penalty: 3784.712158
	Iteration 42Q: 3 clusters Score -1.164809e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95308 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -11648107.000000 Penalty: 3784.712158
	Iteration 43Q: 3 clusters Score -1.164811e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -11648124.000000 Penalty: 3784.712158
	Iteration 44Q: 3 clusters Score -1.164812e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -11648163.000000 Penalty: 3784.712158
	Iteration 45Q: 3 clusters Score -1.164816e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -11648184.000000 Penalty: 3784.712158
	Iteration 46Q: 3 clusters Score -1.164818e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96573 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -11648200.000000 Penalty: 3784.712158
	Iteration 47Q: 3 clusters Score -1.16482e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -11648224.000000 Penalty: 3784.712158
	Iteration 48Q: 3 clusters Score -1.164822e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -11648273.000000 Penalty: 3784.712158
	Iteration 49Q: 3 clusters Score -1.164827e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97378 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -11648316.000000 Penalty: 3784.712158
	Iteration 50Q: 3 clusters Score -1.164832e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -11648345.000000 Penalty: 3784.712158
	Iteration 51Q: 3 clusters Score -1.164834e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -11648377.000000 Penalty: 3784.712158
	Iteration 52Q: 3 clusters Score -1.164838e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -11648337.000000 Penalty: 3784.712158
	Iteration 53Q: 3 clusters Score -1.164834e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -11648327.000000 Penalty: 3784.712158
	Iteration 54Q: 3 clusters Score -1.164833e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -11648359.000000 Penalty: 3784.712158
	Iteration 55Q: 3 clusters Score -1.164836e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -11648387.000000 Penalty: 3784.712158
	Iteration 56Q: 3 clusters Score -1.164839e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -11648406.000000 Penalty: 3784.712158
	Iteration 57Q: 3 clusters Score -1.164841e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -11648410.000000 Penalty: 3784.712158
	Iteration 58Q: 3 clusters Score -1.164841e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -11648420.000000 Penalty: 3784.712158
	Iteration 59Q: 3 clusters Score -1.164842e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -11648424.000000 Penalty: 3784.712158
	Iteration 60F: 3 clusters Score -1.164842e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -11648467.000000 Penalty: 3784.712158
	Iteration 61Q: 3 clusters Score -1.164847e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -11648455.000000 Penalty: 3784.712158
	Iteration 62Q: 3 clusters Score -1.164846e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -11648458.000000 Penalty: 3784.712158
	Iteration 63Q: 3 clusters Score -1.164846e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -11648465.000000 Penalty: 3784.712158
	Iteration 64Q: 3 clusters Score -1.164846e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -11648483.000000 Penalty: 3784.712158
	Iteration 65Q: 3 clusters Score -1.164848e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -11648473.000000 Penalty: 3784.712158
	Iteration 66Q: 3 clusters Score -1.164847e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -11648438.000000 Penalty: 3784.712158
	Iteration 67Q: 3 clusters Score -1.164844e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -11648444.000000 Penalty: 3784.712158
	Iteration 68Q: 3 clusters Score -1.164844e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -11648436.000000 Penalty: 3784.712158
	Iteration 69Q: 3 clusters Score -1.164844e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -11648438.000000 Penalty: 3784.712158
	Iteration 70Q: 3 clusters Score -1.164844e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -11648414.000000 Penalty: 3784.712158
	Iteration 71Q: 3 clusters Score -1.164841e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -11648421.000000 Penalty: 3784.712158
	Iteration 72Q: 3 clusters Score -1.164842e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -11648424.000000 Penalty: 3784.712158
	Iteration 73Q: 3 clusters Score -1.164842e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -11648413.000000 Penalty: 3784.712158
	Iteration 74Q: 3 clusters Score -1.164841e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -11648431.000000 Penalty: 3784.712158
	Iteration 75Q: 3 clusters Score -1.164843e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -11648448.000000 Penalty: 3784.712158
	Iteration 76Q: 3 clusters Score -1.164845e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -11648461.000000 Penalty: 3784.712158
	Iteration 77Q: 3 clusters Score -1.164846e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -11648456.000000 Penalty: 3784.712158
	Iteration 78Q: 3 clusters Score -1.164846e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -11648462.000000 Penalty: 3784.712158
	Iteration 79Q: 3 clusters Score -1.164846e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -11648455.000000 Penalty: 3784.712158
	Iteration 80F: 3 clusters Score -1.164846e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -11648452.000000 Penalty: 3784.712158
	Iteration 81Q: 3 clusters Score -1.164845e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -11648457.000000 Penalty: 3784.712158
	Iteration 82Q: 3 clusters Score -1.164846e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -11648452.000000 Penalty: 3784.712158
	Iteration 83Q: 3 clusters Score -1.164845e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -11648452.000000 Penalty: 3784.712158
	Iteration 84Q: 3 clusters Score -1.164845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102355 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -11648477.000000 Penalty: 3784.712158
	Iteration 85Q: 3 clusters Score -1.164848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -11648481.000000 Penalty: 3784.712158
	Iteration 86Q: 3 clusters Score -1.164848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -11648473.000000 Penalty: 3784.712158
	Iteration 87Q: 3 clusters Score -1.164847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -11648467.000000 Penalty: 3784.712158
	Iteration 88Q: 3 clusters Score -1.164847e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -11648464.000000 Penalty: 3784.712158
	Iteration 89Q: 3 clusters Score -1.164846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -11648466.000000 Penalty: 3784.712158
	Iteration 90Q: 3 clusters Score -1.164847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -11648470.000000 Penalty: 3784.712158
	Iteration 91Q: 3 clusters Score -1.164847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -11648469.000000 Penalty: 3784.712158
	Iteration 92Q: 3 clusters Score -1.164847e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -11648457.000000 Penalty: 3784.712158
	Iteration 93Q: 3 clusters Score -1.164846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -11648453.000000 Penalty: 3784.712158
	Iteration 94Q: 3 clusters Score -1.164845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -11648467.000000 Penalty: 3784.712158
	Iteration 95Q: 3 clusters Score -1.164847e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -11648464.000000 Penalty: 3784.712158
	Iteration 96Q: 3 clusters Score -1.164846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -11648472.000000 Penalty: 3784.712158
	Iteration 97Q: 3 clusters Score -1.164847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -11648460.000000 Penalty: 3784.712158
	Iteration 98Q: 3 clusters Score -1.164846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -11648469.000000 Penalty: 3784.712158
	Iteration 99Q: 3 clusters Score -1.164847e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103034 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -11648478.000000 Penalty: 3784.712158
	Iteration 100F: 3 clusters Score -1.164848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -11648463.000000 Penalty: 3784.712158
	Iteration 101Q: 3 clusters Score -1.164846e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -11648453.000000 Penalty: 3784.712158
	Iteration 102Q: 3 clusters Score -1.164845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -11648444.000000 Penalty: 3784.712158
	Iteration 103Q: 3 clusters Score -1.164844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -11648450.000000 Penalty: 3784.712158
	Iteration 104Q: 3 clusters Score -1.164845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -11648450.000000 Penalty: 3784.712158
	Iteration 105Q: 3 clusters Score -1.164845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -11648446.000000 Penalty: 3784.712158
	Iteration 106Q: 3 clusters Score -1.164845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103258 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -11648427.000000 Penalty: 3784.712158
	Iteration 107Q: 3 clusters Score -1.164843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -11648441.000000 Penalty: 3784.712158
	Iteration 108Q: 3 clusters Score -1.164844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -11648437.000000 Penalty: 3784.712158
	Iteration 109Q: 3 clusters Score -1.164844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -11648434.000000 Penalty: 3784.712158
	Iteration 110Q: 3 clusters Score -1.164843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -11648440.000000 Penalty: 3784.712158
	Iteration 111Q: 3 clusters Score -1.164844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103382 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -11648424.000000 Penalty: 3784.712158
	Iteration 112Q: 3 clusters Score -1.164842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -11648433.000000 Penalty: 3784.712158
	Iteration 113Q: 3 clusters Score -1.164843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -11648431.000000 Penalty: 3784.712158
	Iteration 114Q: 3 clusters Score -1.164843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -11648440.000000 Penalty: 3784.712158
	Iteration 115Q: 3 clusters Score -1.164844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -11648441.000000 Penalty: 3784.712158
	Iteration 116Q: 3 clusters Score -1.164844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -11648432.000000 Penalty: 3784.712158
	Iteration 117Q: 3 clusters Score -1.164843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -11648431.000000 Penalty: 3784.712158
	Iteration 118Q: 3 clusters Score -1.164843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -11648442.000000 Penalty: 3784.712158
	Iteration 119Q: 3 clusters Score -1.164844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -11648442.000000 Penalty: 3784.712158
	Iteration 120F: 3 clusters Score -1.164844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -11648444.000000 Penalty: 3784.712158
	Iteration 121Q: 3 clusters Score -1.164844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -11648453.000000 Penalty: 3784.712158
	Iteration 122Q: 3 clusters Score -1.164845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -11648462.000000 Penalty: 3784.712158
	Iteration 123Q: 3 clusters Score -1.164846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -11648467.000000 Penalty: 3784.712158
	Iteration 124Q: 3 clusters Score -1.164847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -11648461.000000 Penalty: 3784.712158
	Iteration 125Q: 3 clusters Score -1.164846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -11648464.000000 Penalty: 3784.712158
	Iteration 126Q: 3 clusters Score -1.164846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -11648476.000000 Penalty: 3784.712158
	Iteration 127Q: 3 clusters Score -1.164848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -11648475.000000 Penalty: 3784.712158
	Iteration 128Q: 3 clusters Score -1.164848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -11648479.000000 Penalty: 3784.712158
	Iteration 129Q: 3 clusters Score -1.164848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -11648466.000000 Penalty: 3784.712158
	Iteration 130Q: 3 clusters Score -1.164847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103783 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11648461.000000 Penalty: 3784.712158
	Iteration 131Q: 3 clusters Score -1.164846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -11648473.000000 Penalty: 3784.712158
	Iteration 132Q: 3 clusters Score -1.164847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103829 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -11648467.000000 Penalty: 3784.712158
	Iteration 133Q: 3 clusters Score -1.164847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -11648467.000000 Penalty: 3784.712158
	Iteration 134Q: 3 clusters Score -1.164847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -11648470.000000 Penalty: 3784.712158
	Iteration 135Q: 3 clusters Score -1.164847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -11648472.000000 Penalty: 3784.712158
	Iteration 136Q: 3 clusters Score -1.164847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -11648463.000000 Penalty: 3784.712158
	Iteration 137Q: 3 clusters Score -1.164846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -11648473.000000 Penalty: 3784.712158
	Iteration 138Q: 3 clusters Score -1.164847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -11648464.000000 Penalty: 3784.712158
	Iteration 139Q: 3 clusters Score -1.164846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -11648472.000000 Penalty: 3784.712158
	Iteration 140F: 3 clusters Score -1.164847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -11648462.000000 Penalty: 3784.712158
	Iteration 141Q: 3 clusters Score -1.164846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -11648476.000000 Penalty: 3784.712158
	Iteration 142Q: 3 clusters Score -1.164848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -11648464.000000 Penalty: 3784.712158
	Iteration 143Q: 3 clusters Score -1.164846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -11648465.000000 Penalty: 3784.712158
	Iteration 144Q: 3 clusters Score -1.164846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -11648466.000000 Penalty: 3784.712158
	Iteration 145Q: 3 clusters Score -1.164847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -11648450.000000 Penalty: 3784.712158
	Iteration 146Q: 3 clusters Score -1.164845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104064 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -11648452.000000 Penalty: 3784.712158
	Iteration 147Q: 3 clusters Score -1.164845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -11648445.000000 Penalty: 3784.712158
	Iteration 148Q: 3 clusters Score -1.164844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -11648439.000000 Penalty: 3784.712158
	Iteration 149Q: 3 clusters Score -1.164844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -11648430.000000 Penalty: 3784.712158
	Iteration 150Q: 3 clusters Score -1.164843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -11648438.000000 Penalty: 3784.712158
	Iteration 151Q: 3 clusters Score -1.164844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104108 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -11648435.000000 Penalty: 3784.712158
	Iteration 152Q: 3 clusters Score -1.164844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104118 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -11648441.000000 Penalty: 3784.712158
	Iteration 153Q: 3 clusters Score -1.164844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -11648448.000000 Penalty: 3784.712158
	Iteration 154Q: 3 clusters Score -1.164845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -11648454.000000 Penalty: 3784.712158
	Iteration 155Q: 3 clusters Score -1.164845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -11648451.000000 Penalty: 3784.712158
	Iteration 156Q: 3 clusters Score -1.164845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -11648451.000000 Penalty: 3784.712158
	Iteration 157Q: 3 clusters Score -1.164845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -11648439.000000 Penalty: 3784.712158
	Iteration 158Q: 3 clusters Score -1.164844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -11648456.000000 Penalty: 3784.712158
	Iteration 159Q: 3 clusters Score -1.164846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -11648450.000000 Penalty: 3784.712158
	Iteration 160F: 3 clusters Score -1.164845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -11648466.000000 Penalty: 3784.712158
	Iteration 161Q: 3 clusters Score -1.164847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -11648478.000000 Penalty: 3784.712158
	Iteration 162Q: 3 clusters Score -1.164848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -11648462.000000 Penalty: 3784.712158
	Iteration 163Q: 3 clusters Score -1.164846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -11648463.000000 Penalty: 3784.712158
	Iteration 164Q: 3 clusters Score -1.164846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -11648461.000000 Penalty: 3784.712158
	Iteration 165Q: 3 clusters Score -1.164846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -11648460.000000 Penalty: 3784.712158
	Iteration 166Q: 3 clusters Score -1.164846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -11648481.000000 Penalty: 3784.712158
	Iteration 167Q: 3 clusters Score -1.164848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -11648480.000000 Penalty: 3784.712158
	Iteration 168Q: 3 clusters Score -1.164848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -11648472.000000 Penalty: 3784.712158
	Iteration 169Q: 3 clusters Score -1.164847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -11648470.000000 Penalty: 3784.712158
	Iteration 170Q: 3 clusters Score -1.164847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -11648452.000000 Penalty: 3784.712158
	Iteration 171Q: 3 clusters Score -1.164845e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -11648470.000000 Penalty: 3784.712158
	Iteration 172Q: 3 clusters Score -1.164847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104656 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -11648474.000000 Penalty: 3784.712158
	Iteration 173Q: 3 clusters Score -1.164847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -11648476.000000 Penalty: 3784.712158
	Iteration 174Q: 3 clusters Score -1.164848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -11648470.000000 Penalty: 3784.712158
	Iteration 175Q: 3 clusters Score -1.164847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -11648474.000000 Penalty: 3784.712158
	Iteration 176Q: 3 clusters Score -1.164847e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -11648488.000000 Penalty: 3784.712158
	Iteration 177Q: 3 clusters Score -1.164849e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -11648483.000000 Penalty: 3784.712158
	Iteration 178Q: 3 clusters Score -1.164848e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -11648493.000000 Penalty: 3784.712158
	Iteration 179Q: 3 clusters Score -1.164849e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -11648494.000000 Penalty: 3784.712158
	Iteration 180F: 3 clusters Score -1.164849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -11648496.000000 Penalty: 3784.712158
	Iteration 181Q: 3 clusters Score -1.16485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -11648480.000000 Penalty: 3784.712158
	Iteration 182Q: 3 clusters Score -1.164848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -11648487.000000 Penalty: 3784.712158
	Iteration 183Q: 3 clusters Score -1.164849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -11648495.000000 Penalty: 3784.712158
	Iteration 184Q: 3 clusters Score -1.16485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -11648500.000000 Penalty: 3784.712158
	Iteration 185Q: 3 clusters Score -1.16485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -11648491.000000 Penalty: 3784.712158
	Iteration 186Q: 3 clusters Score -1.164849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -11648489.000000 Penalty: 3784.712158
	Iteration 187Q: 3 clusters Score -1.164849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -11648490.000000 Penalty: 3784.712158
	Iteration 188Q: 3 clusters Score -1.164849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -11648509.000000 Penalty: 3784.712158
	Iteration 189Q: 3 clusters Score -1.164851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -11648494.000000 Penalty: 3784.712158
	Iteration 190Q: 3 clusters Score -1.164849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -11648494.000000 Penalty: 3784.712158
	Iteration 191Q: 3 clusters Score -1.164849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -11648487.000000 Penalty: 3784.712158
	Iteration 192Q: 3 clusters Score -1.164849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -11648478.000000 Penalty: 3784.712158
	Iteration 193Q: 3 clusters Score -1.164848e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -11648494.000000 Penalty: 3784.712158
	Iteration 194Q: 3 clusters Score -1.164849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -11648493.000000 Penalty: 3784.712158
	Iteration 195Q: 3 clusters Score -1.164849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -11648508.000000 Penalty: 3784.712158
	Iteration 196Q: 3 clusters Score -1.164851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -11648496.000000 Penalty: 3784.712158
	Iteration 197Q: 3 clusters Score -1.16485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -11648493.000000 Penalty: 3784.712158
	Iteration 198Q: 3 clusters Score -1.164849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -11648495.000000 Penalty: 3784.712158
	Iteration 199Q: 3 clusters Score -1.16485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -11648504.000000 Penalty: 3784.712158
	Iteration 200F: 3 clusters Score -1.16485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -11648501.000000 Penalty: 3784.712158
	Iteration 201Q: 3 clusters Score -1.16485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -11648508.000000 Penalty: 3784.712158
	Iteration 202Q: 3 clusters Score -1.164851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -11648511.000000 Penalty: 3784.712158
	Iteration 203Q: 3 clusters Score -1.164851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105472 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -11648518.000000 Penalty: 3784.712158
	Iteration 204Q: 3 clusters Score -1.164852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -11648512.000000 Penalty: 3784.712158
	Iteration 205Q: 3 clusters Score -1.164851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -11648522.000000 Penalty: 3784.712158
	Iteration 206Q: 3 clusters Score -1.164852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -11648526.000000 Penalty: 3784.712158
	Iteration 207Q: 3 clusters Score -1.164853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -11648538.000000 Penalty: 3784.712158
	Iteration 208Q: 3 clusters Score -1.164854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -11648541.000000 Penalty: 3784.712158
	Iteration 209Q: 3 clusters Score -1.164854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -11648541.000000 Penalty: 3784.712158
	Iteration 210Q: 3 clusters Score -1.164854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -11648525.000000 Penalty: 3784.712158
	Iteration 211Q: 3 clusters Score -1.164852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -11648523.000000 Penalty: 3784.712158
	Iteration 212Q: 3 clusters Score -1.164852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -11648523.000000 Penalty: 3784.712158
	Iteration 213Q: 3 clusters Score -1.164852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -11648524.000000 Penalty: 3784.712158
	Iteration 214Q: 3 clusters Score -1.164852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -11648514.000000 Penalty: 3784.712158
	Iteration 215Q: 3 clusters Score -1.164851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -11648508.000000 Penalty: 3784.712158
	Iteration 216Q: 3 clusters Score -1.164851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -11648505.000000 Penalty: 3784.712158
	Iteration 217Q: 3 clusters Score -1.16485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -11648512.000000 Penalty: 3784.712158
	Iteration 218Q: 3 clusters Score -1.164851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -11648507.000000 Penalty: 3784.712158
	Iteration 219Q: 3 clusters Score -1.164851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -11648515.000000 Penalty: 3784.712158
	Iteration 220F: 3 clusters Score -1.164852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -11648515.000000 Penalty: 3784.712158
	Iteration 221Q: 3 clusters Score -1.164852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -11648524.000000 Penalty: 3784.712158
	Iteration 222Q: 3 clusters Score -1.164852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -11648503.000000 Penalty: 3784.712158
	Iteration 223Q: 3 clusters Score -1.16485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -11648493.000000 Penalty: 3784.712158
	Iteration 224Q: 3 clusters Score -1.164849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -11648501.000000 Penalty: 3784.712158
	Iteration 225Q: 3 clusters Score -1.16485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -11648507.000000 Penalty: 3784.712158
	Iteration 226Q: 3 clusters Score -1.164851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -11648498.000000 Penalty: 3784.712158
	Iteration 227Q: 3 clusters Score -1.16485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -11648509.000000 Penalty: 3784.712158
	Iteration 228Q: 3 clusters Score -1.164851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -11648511.000000 Penalty: 3784.712158
	Iteration 229Q: 3 clusters Score -1.164851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105721 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -11648512.000000 Penalty: 3784.712158
	Iteration 230Q: 3 clusters Score -1.164851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -11648509.000000 Penalty: 3784.712158
	Iteration 231Q: 3 clusters Score -1.164851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -11648512.000000 Penalty: 3784.712158
	Iteration 232Q: 3 clusters Score -1.164851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -11648507.000000 Penalty: 3784.712158
	Iteration 233Q: 3 clusters Score -1.164851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105727 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -11648512.000000 Penalty: 3784.712158
	Iteration 234Q: 3 clusters Score -1.164851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -11648506.000000 Penalty: 3784.712158
	Iteration 235Q: 3 clusters Score -1.164851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -11648506.000000 Penalty: 3784.712158
	Iteration 236Q: 3 clusters Score -1.164851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -11648503.000000 Penalty: 3784.712158
	Iteration 237Q: 3 clusters Score -1.16485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -11648502.000000 Penalty: 3784.712158
	Iteration 238Q: 3 clusters Score -1.16485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -11648504.000000 Penalty: 3784.712158
	Iteration 239Q: 3 clusters Score -1.16485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -11648505.000000 Penalty: 3784.712158
	Iteration 240F: 3 clusters Score -1.16485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105747 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -11648508.000000 Penalty: 3784.712158
	Iteration 241Q: 3 clusters Score -1.164851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -11648511.000000 Penalty: 3784.712158
	Iteration 242Q: 3 clusters Score -1.164851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -11648511.000000 Penalty: 3784.712158
	Iteration 243F: 3 clusters Score -1.164851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -197687.281250 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -197687.3 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 1011 members 
Entering Unmasked Estep 
Score: -195619.203125 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -195619.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196067.453125 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -196067.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -196212.046875 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -196212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -196292.921875 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -196292.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196342.296875 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -196342.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -196375.984375 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -196376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -196399.812500 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -196399.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -196419.375000 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -196419.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -196439.031250 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -196439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -196465.406250 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -196465.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -196502.031250 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -196502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -196536.921875 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -196536.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -196560.406250 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -196560.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -196582.265625 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -196582.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -196597.062500 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -196597.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -196608.578125 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -196608.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -196622.875000 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -196622.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -196634.984375 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -196635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -196647.687500 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -196647.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -196658.109375 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -196658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -196667.250000 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -196667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -196677.984375 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -196678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -196685.359375 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -196685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -196689.343750 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -196689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -196695.375000 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -196695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -196698.984375 Penalty: 2471.104736
	Iteration 25Q: 3 clusters Score -196699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -196701.171875 Penalty: 2471.104736
	Iteration 26Q: 3 clusters Score -196701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -196703.812500 Penalty: 2471.104736
	Iteration 27Q: 3 clusters Score -196703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -196707.484375 Penalty: 2471.104736
	Iteration 28Q: 3 clusters Score -196707.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -196711.375000 Penalty: 2471.104736
	Iteration 29Q: 3 clusters Score -196711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -196714.546875 Penalty: 2471.104736
	Iteration 30Q: 3 clusters Score -196714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -196717.718750 Penalty: 2471.104736
	Iteration 31Q: 3 clusters Score -196717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -196720.359375 Penalty: 2471.104736
	Iteration 32Q: 3 clusters Score -196720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -196723.718750 Penalty: 2471.104736
	Iteration 33Q: 3 clusters Score -196723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -196727.046875 Penalty: 2471.104736
	Iteration 34Q: 3 clusters Score -196727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -196730.218750 Penalty: 2471.104736
	Iteration 35Q: 3 clusters Score -196730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -196734.031250 Penalty: 2471.104736
	Iteration 36Q: 3 clusters Score -196734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -196735.984375 Penalty: 2471.104736
	Iteration 37Q: 3 clusters Score -196736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -196738.937500 Penalty: 2471.104736
	Iteration 38Q: 3 clusters Score -196738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -196740.484375 Penalty: 2471.104736
	Iteration 39Q: 3 clusters Score -196740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -196740.484375 Penalty: 2471.104736
	Iteration 40F: 3 clusters Score -196740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Entering Unmasked Estep 
Score: -1030128.125000 Penalty: 1498.248901
	Iteration 0F: 2 clusters Score -1030128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1022943.000000 Penalty: 2996.497803
	Iteration 0F: 3 clusters Score -1022943 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1025413.750000 Penalty: 2996.497803
	Iteration 1F: 3 clusters Score -1025414 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1025718.937500 Penalty: 2996.497803
	Iteration 2F: 3 clusters Score -1025719 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1026055.875000 Penalty: 2996.497803
	Iteration 3F: 3 clusters Score -1026056 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1026405.187500 Penalty: 2996.497803
	Iteration 4F: 3 clusters Score -1026405 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1026778.500000 Penalty: 2996.497803
	Iteration 5F: 3 clusters Score -1026778 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1027126.250000 Penalty: 2996.497803
	Iteration 6F: 3 clusters Score -1027126 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1027391.812500 Penalty: 2996.497803
	Iteration 7Q: 3 clusters Score -1027392 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1027595.125000 Penalty: 2996.497803
	Iteration 8Q: 3 clusters Score -1027595 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1027733.687500 Penalty: 2996.497803
	Iteration 9Q: 3 clusters Score -1027734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1027811.125000 Penalty: 2996.497803
	Iteration 10Q: 3 clusters Score -1027811 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1027870.937500 Penalty: 2996.497803
	Iteration 11Q: 3 clusters Score -1027871 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1027902.562500 Penalty: 2996.497803
	Iteration 12Q: 3 clusters Score -1027903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1027941 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1027956 nChanged 58
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Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4144 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4099 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4052 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1028020 nChanged 60
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1028055 nChanged 52
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Mstep: Class 1 contains 3907 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1028066 nChanged 50
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Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1028079 nChanged 42
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Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1028085 nChanged 38
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Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1028093 nChanged 31
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Mstep: Class 1 contains 3773 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1028095 nChanged 27
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1028102 nChanged 27
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Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1028109 nChanged 28
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Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1028109 nChanged 23
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Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1028113 nChanged 26
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Mstep: Class 1 contains 3643 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1028120 nChanged 29
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Mstep: Class 1 contains 3618 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1028125 nChanged 39
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Mstep: Class 1 contains 3587 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1028130 nChanged 35
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Mstep: Class 1 contains 3558 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1028138 nChanged 30
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Mstep: Class 1 contains 3538 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1028144 nChanged 33
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Mstep: Class 1 contains 3511 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1028150 nChanged 37
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Mstep: Class 1 contains 3484 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1028158 nChanged 37
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Mstep: Class 1 contains 3451 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1028164 nChanged 39
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Mstep: Class 1 contains 3416 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1028174 nChanged 46
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Mstep: Class 1 contains 3370 members 
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	Iteration 44Q: 3 clusters Score -1028187 nChanged 58
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Mstep: Class 1 contains 3314 members 
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	Iteration 45Q: 3 clusters Score -1028204 nChanged 53
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Mstep: Class 1 contains 3265 members 
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	Iteration 46Q: 3 clusters Score -1028217 nChanged 43
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Mstep: Class 1 contains 3222 members 
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	Iteration 47Q: 3 clusters Score -1028230 nChanged 49
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Mstep: Class 1 contains 3177 members 
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	Iteration 48Q: 3 clusters Score -1028241 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3132 members 
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	Iteration 49Q: 3 clusters Score -1028252 nChanged 52
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Mstep: Class 1 contains 3084 members 
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	Iteration 50Q: 3 clusters Score -1028266 nChanged 42
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Mstep: Class 1 contains 3046 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1028278 nChanged 45
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Mstep: Class 1 contains 3007 members 
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	Iteration 52Q: 3 clusters Score -1028292 nChanged 47
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Mstep: Class 1 contains 2964 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1028302 nChanged 40
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Mstep: Class 1 contains 2932 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1028312 nChanged 43
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Mstep: Class 1 contains 2897 members 
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	Iteration 55Q: 3 clusters Score -1028320 nChanged 38
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Mstep: Class 1 contains 2863 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1028330 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1028336 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2799 members 
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	Iteration 58Q: 3 clusters Score -1028345 nChanged 28
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Mstep: Class 1 contains 2775 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1028349 nChanged 27
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Mstep: Class 1 contains 2752 members 
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	Iteration 60F: 3 clusters Score -1028356 nChanged 23
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Mstep: Class 1 contains 2733 members 
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	Iteration 61Q: 3 clusters Score -1028361 nChanged 26
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	Iteration 62Q: 3 clusters Score -1028368 nChanged 22
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Mstep: Class 1 contains 2699 members 
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	Iteration 63Q: 3 clusters Score -1028372 nChanged 21
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Mstep: Class 1 contains 2678 members 
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	Iteration 64Q: 3 clusters Score -1028375 nChanged 21
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Mstep: Class 1 contains 2661 members 
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	Iteration 65Q: 3 clusters Score -1028380 nChanged 22
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Mstep: Class 1 contains 2641 members 
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	Iteration 66Q: 3 clusters Score -1028381 nChanged 21
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	Iteration 67Q: 3 clusters Score -1028385 nChanged 28
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	Iteration 68Q: 3 clusters Score -1028396 nChanged 27
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	Iteration 69Q: 3 clusters Score -1028396 nChanged 24
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1028407 nChanged 19
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	Iteration 72Q: 3 clusters Score -1028411 nChanged 19
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	Iteration 73Q: 3 clusters Score -1028411 nChanged 17
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1028416 nChanged 23
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1028421 nChanged 22
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	Iteration 76Q: 3 clusters Score -1028423 nChanged 27
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Mstep: Class 1 contains 2424 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1028433 nChanged 31
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Mstep: Class 1 contains 2395 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1028443 nChanged 26
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1028447 nChanged 31
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1028457 nChanged 39
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	Iteration 81Q: 3 clusters Score -1028472 nChanged 36
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Mstep: Class 1 contains 2279 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1028480 nChanged 29
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1028488 nChanged 25
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1028501 nChanged 29
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Mstep: Class 1 contains 2208 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1028509 nChanged 24
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	Iteration 86Q: 3 clusters Score -1028508 nChanged 17
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Mstep: Class 1 contains 2179 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1028514 nChanged 16
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	Iteration 88Q: 3 clusters Score -1028518 nChanged 22
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1028523 nChanged 17
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	Iteration 90Q: 3 clusters Score -1028528 nChanged 19
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1028533 nChanged 24
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1028541 nChanged 40
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1028554 nChanged 36
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	Iteration 94Q: 3 clusters Score -1028567 nChanged 42
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1028577 nChanged 38
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1028589 nChanged 28
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1028596 nChanged 24
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	Iteration 98Q: 3 clusters Score -1028605 nChanged 24
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	Iteration 99Q: 3 clusters Score -1028611 nChanged 27
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1028617 nChanged 27
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1028624 nChanged 39
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1028638 nChanged 31
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1028648 nChanged 25
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	Iteration 104Q: 3 clusters Score -1028653 nChanged 20
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1028658 nChanged 29
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	Iteration 106Q: 3 clusters Score -1028666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1028673.687500 Penalty: 2996.497803
	Iteration 107Q: 3 clusters Score -1028674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1028681.000000 Penalty: 2996.497803
	Iteration 108Q: 3 clusters Score -1028681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1028688.000000 Penalty: 2996.497803
	Iteration 109Q: 3 clusters Score -1028688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1028694.250000 Penalty: 2996.497803
	Iteration 110Q: 3 clusters Score -1028694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1028701.125000 Penalty: 2996.497803
	Iteration 111Q: 3 clusters Score -1028701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1028705.312500 Penalty: 2996.497803
	Iteration 112Q: 3 clusters Score -1028705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1028710.500000 Penalty: 2996.497803
	Iteration 113Q: 3 clusters Score -1028710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1028715.875000 Penalty: 2996.497803
	Iteration 114Q: 3 clusters Score -1028716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1028725.937500 Penalty: 2996.497803
	Iteration 115Q: 3 clusters Score -1028726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1028731.687500 Penalty: 2996.497803
	Iteration 116Q: 3 clusters Score -1028732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1028735.875000 Penalty: 2996.497803
	Iteration 117Q: 3 clusters Score -1028736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1028740.687500 Penalty: 2996.497803
	Iteration 118Q: 3 clusters Score -1028741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1028742.062500 Penalty: 2996.497803
	Iteration 119Q: 3 clusters Score -1028742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1028744.125000 Penalty: 2996.497803
	Iteration 120F: 3 clusters Score -1028744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1028745.937500 Penalty: 2996.497803
	Iteration 121Q: 3 clusters Score -1028746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1028749.125000 Penalty: 2996.497803
	Iteration 122Q: 3 clusters Score -1028749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1028752.062500 Penalty: 2996.497803
	Iteration 123Q: 3 clusters Score -1028752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1028753.812500 Penalty: 2996.497803
	Iteration 124Q: 3 clusters Score -1028754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1028761.125000 Penalty: 2996.497803
	Iteration 125Q: 3 clusters Score -1028761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1028766.812500 Penalty: 2996.497803
	Iteration 126Q: 3 clusters Score -1028767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1028768.750000 Penalty: 2996.497803
	Iteration 127Q: 3 clusters Score -1028769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1028771.687500 Penalty: 2996.497803
	Iteration 128Q: 3 clusters Score -1028772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1028778.250000 Penalty: 2996.497803
	Iteration 129Q: 3 clusters Score -1028778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1028780.937500 Penalty: 2996.497803
	Iteration 130Q: 3 clusters Score -1028781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1028783.250000 Penalty: 2996.497803
	Iteration 131Q: 3 clusters Score -1028783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1028787.000000 Penalty: 2996.497803
	Iteration 132Q: 3 clusters Score -1028787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1028787.937500 Penalty: 2996.497803
	Iteration 133Q: 3 clusters Score -1028788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1028793.187500 Penalty: 2996.497803
	Iteration 134Q: 3 clusters Score -1028793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1028798.000000 Penalty: 2996.497803
	Iteration 135Q: 3 clusters Score -1028798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1028799.000000 Penalty: 2996.497803
	Iteration 136Q: 3 clusters Score -1028799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1028798.437500 Penalty: 2996.497803
	Iteration 137Q: 3 clusters Score -1028798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1028801.687500 Penalty: 2996.497803
	Iteration 138Q: 3 clusters Score -1028802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1028803.687500 Penalty: 2996.497803
	Iteration 139Q: 3 clusters Score -1028804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1028808.687500 Penalty: 2996.497803
	Iteration 140F: 3 clusters Score -1028809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1028810.875000 Penalty: 2996.497803
	Iteration 141Q: 3 clusters Score -1028811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1028813.375000 Penalty: 2996.497803
	Iteration 142Q: 3 clusters Score -1028813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1028818.437500 Penalty: 2996.497803
	Iteration 143Q: 3 clusters Score -1028818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1028820.625000 Penalty: 2996.497803
	Iteration 144Q: 3 clusters Score -1028821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1028821.187500 Penalty: 2996.497803
	Iteration 145Q: 3 clusters Score -1028821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1028819.875000 Penalty: 2996.497803
	Iteration 146Q: 3 clusters Score -1028820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1028822.375000 Penalty: 2996.497803
	Iteration 147Q: 3 clusters Score -1028822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1028823.562500 Penalty: 2996.497803
	Iteration 148Q: 3 clusters Score -1028824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1028827.312500 Penalty: 2996.497803
	Iteration 149Q: 3 clusters Score -1028827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1028828.437500 Penalty: 2996.497803
	Iteration 150Q: 3 clusters Score -1028828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1028828.187500 Penalty: 2996.497803
	Iteration 151Q: 3 clusters Score -1028828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1028828.937500 Penalty: 2996.497803
	Iteration 152Q: 3 clusters Score -1028829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1028828.937500 Penalty: 2996.497803
	Iteration 153F: 3 clusters Score -1028829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Entering Unmasked Estep 
Score: -914440.937500 Penalty: 1481.640259
	Iteration 0F: 2 clusters Score -914440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -907866.312500 Penalty: 2963.280518
	Iteration 0F: 3 clusters Score -907866.3 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -909804.062500 Penalty: 2963.280518
	Iteration 1F: 3 clusters Score -909804.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -910020.937500 Penalty: 2963.280518
	Iteration 2F: 3 clusters Score -910020.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -910186.250000 Penalty: 2963.280518
	Iteration 3Q: 3 clusters Score -910186.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -910323.000000 Penalty: 2963.280518
	Iteration 4Q: 3 clusters Score -910323 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -910424.750000 Penalty: 2963.280518
	Iteration 5Q: 3 clusters Score -910424.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -910516.062500 Penalty: 2963.280518
	Iteration 6Q: 3 clusters Score -910516.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -910598.562500 Penalty: 2963.280518
	Iteration 7Q: 3 clusters Score -910598.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -910667.875000 Penalty: 2963.280518
	Iteration 8Q: 3 clusters Score -910667.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -910746.875000 Penalty: 2963.280518
	Iteration 9Q: 3 clusters Score -910746.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -910816.875000 Penalty: 2963.280518
	Iteration 10Q: 3 clusters Score -910816.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -910902.875000 Penalty: 2963.280518
	Iteration 11Q: 3 clusters Score -910902.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -910988.250000 Penalty: 2963.280518
	Iteration 12Q: 3 clusters Score -910988.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -911068.437500 Penalty: 2963.280518
	Iteration 13Q: 3 clusters Score -911068.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -911161.062500 Penalty: 2963.280518
	Iteration 14Q: 3 clusters Score -911161.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -911289.500000 Penalty: 2963.280518
	Iteration 15Q: 3 clusters Score -911289.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -911435.375000 Penalty: 2963.280518
	Iteration 16Q: 3 clusters Score -911435.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -911608.437500 Penalty: 2963.280518
	Iteration 17Q: 3 clusters Score -911608.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -911795.875000 Penalty: 2963.280518
	Iteration 18Q: 3 clusters Score -911795.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -912030.187500 Penalty: 2963.280518
	Iteration 19Q: 3 clusters Score -912030.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -912265.312500 Penalty: 2963.280518
	Iteration 20F: 3 clusters Score -912265.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -912463.625000 Penalty: 2963.280518
	Iteration 21Q: 3 clusters Score -912463.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -912612.000000 Penalty: 2963.280518
	Iteration 22Q: 3 clusters Score -912612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -912761.312500 Penalty: 2963.280518
	Iteration 23Q: 3 clusters Score -912761.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -912884.500000 Penalty: 2963.280518
	Iteration 24Q: 3 clusters Score -912884.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -913013.000000 Penalty: 2963.280518
	Iteration 25Q: 3 clusters Score -913013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -913154.875000 Penalty: 2963.280518
	Iteration 26Q: 3 clusters Score -913154.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -913288.437500 Penalty: 2963.280518
	Iteration 27Q: 3 clusters Score -913288.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -913425.187500 Penalty: 2963.280518
	Iteration 28Q: 3 clusters Score -913425.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -913532.375000 Penalty: 2963.280518
	Iteration 29Q: 3 clusters Score -913532.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -913618.312500 Penalty: 2963.280518
	Iteration 30Q: 3 clusters Score -913618.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -913687.125000 Penalty: 2963.280518
	Iteration 31Q: 3 clusters Score -913687.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -913739.062500 Penalty: 2963.280518
	Iteration 32Q: 3 clusters Score -913739.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -913783.687500 Penalty: 2963.280518
	Iteration 33Q: 3 clusters Score -913783.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -913817.250000 Penalty: 2963.280518
	Iteration 34Q: 3 clusters Score -913817.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -913851.062500 Penalty: 2963.280518
	Iteration 35Q: 3 clusters Score -913851.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -913879.625000 Penalty: 2963.280518
	Iteration 36Q: 3 clusters Score -913879.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -913899.500000 Penalty: 2963.280518
	Iteration 37Q: 3 clusters Score -913899.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -913916.937500 Penalty: 2963.280518
	Iteration 38Q: 3 clusters Score -913916.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -913932.562500 Penalty: 2963.280518
	Iteration 39Q: 3 clusters Score -913932.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -913951.812500 Penalty: 2963.280518
	Iteration 40F: 3 clusters Score -913951.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -913962.500000 Penalty: 2963.280518
	Iteration 41Q: 3 clusters Score -913962.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -913968.750000 Penalty: 2963.280518
	Iteration 42Q: 3 clusters Score -913968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -913973.062500 Penalty: 2963.280518
	Iteration 43Q: 3 clusters Score -913973.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -913977.687500 Penalty: 2963.280518
	Iteration 44Q: 3 clusters Score -913977.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -913977.125000 Penalty: 2963.280518
	Iteration 45Q: 3 clusters Score -913977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -913978.062500 Penalty: 2963.280518
	Iteration 46Q: 3 clusters Score -913978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -913977.750000 Penalty: 2963.280518
	Iteration 47Q: 3 clusters Score -913977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -913979.562500 Penalty: 2963.280518
	Iteration 48Q: 3 clusters Score -913979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -913979.562500 Penalty: 2963.280518
	Iteration 49F: 3 clusters Score -913979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -97391.164062 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -97391.16 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 506 members 
Entering Unmasked Estep 
Score: -95967.664062 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -95967.66 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96268.429688 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -96268.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -96361.515625 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -96361.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96398.765625 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -96398.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96429.007812 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -96429.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96444.585938 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -96444.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96453.898438 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -96453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96462.554688 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -96462.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96468.906250 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -96468.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96471.507812 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -96471.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96473.976562 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -96473.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96476.867188 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -96476.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96477.460938 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -96477.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96479.281250 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -96479.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96480.804688 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -96480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96480.804688 Penalty: 2248.897217
	Iteration 15F: 3 clusters Score -96480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Entering Unmasked Estep 
Score: -533481.812500 Penalty: 1390.448486
	Iteration 0F: 2 clusters Score -533481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -529364.812500 Penalty: 2780.896973
	Iteration 0F: 3 clusters Score -529364.8 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -530614.187500 Penalty: 2780.896973
	Iteration 1F: 3 clusters Score -530614.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -530790.625000 Penalty: 2780.896973
	Iteration 2F: 3 clusters Score -530790.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -530900.625000 Penalty: 2780.896973
	Iteration 3Q: 3 clusters Score -530900.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -530987.875000 Penalty: 2780.896973
	Iteration 4Q: 3 clusters Score -530987.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -531077.500000 Penalty: 2780.896973
	Iteration 5Q: 3 clusters Score -531077.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -531192.062500 Penalty: 2780.896973
	Iteration 6Q: 3 clusters Score -531192.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -531314.500000 Penalty: 2780.896973
	Iteration 7Q: 3 clusters Score -531314.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -531437.562500 Penalty: 2780.896973
	Iteration 8Q: 3 clusters Score -531437.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -531567.875000 Penalty: 2780.896973
	Iteration 9Q: 3 clusters Score -531567.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -531690.437500 Penalty: 2780.896973
	Iteration 10Q: 3 clusters Score -531690.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -531802.875000 Penalty: 2780.896973
	Iteration 11Q: 3 clusters Score -531802.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -531911.500000 Penalty: 2780.896973
	Iteration 12Q: 3 clusters Score -531911.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -532019.875000 Penalty: 2780.896973
	Iteration 13Q: 3 clusters Score -532019.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -532101.062500 Penalty: 2780.896973
	Iteration 14Q: 3 clusters Score -532101.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -532155.937500 Penalty: 2780.896973
	Iteration 15Q: 3 clusters Score -532155.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -532203.187500 Penalty: 2780.896973
	Iteration 16Q: 3 clusters Score -532203.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -532236.125000 Penalty: 2780.896973
	Iteration 17Q: 3 clusters Score -532236.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -532265.687500 Penalty: 2780.896973
	Iteration 18Q: 3 clusters Score -532265.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -532292.437500 Penalty: 2780.896973
	Iteration 19Q: 3 clusters Score -532292.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -532317.812500 Penalty: 2780.896973
	Iteration 20F: 3 clusters Score -532317.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -532342.625000 Penalty: 2780.896973
	Iteration 21Q: 3 clusters Score -532342.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -532360.437500 Penalty: 2780.896973
	Iteration 22Q: 3 clusters Score -532360.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -532377.437500 Penalty: 2780.896973
	Iteration 23Q: 3 clusters Score -532377.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -532394.375000 Penalty: 2780.896973
	Iteration 24Q: 3 clusters Score -532394.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -532409.625000 Penalty: 2780.896973
	Iteration 25Q: 3 clusters Score -532409.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -532426.562500 Penalty: 2780.896973
	Iteration 26Q: 3 clusters Score -532426.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -532438.875000 Penalty: 2780.896973
	Iteration 27Q: 3 clusters Score -532438.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -532447.625000 Penalty: 2780.896973
	Iteration 28Q: 3 clusters Score -532447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -532449.750000 Penalty: 2780.896973
	Iteration 29Q: 3 clusters Score -532449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -532456.062500 Penalty: 2780.896973
	Iteration 30Q: 3 clusters Score -532456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -532460.562500 Penalty: 2780.896973
	Iteration 31Q: 3 clusters Score -532460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -532464.000000 Penalty: 2780.896973
	Iteration 32Q: 3 clusters Score -532464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -532468.625000 Penalty: 2780.896973
	Iteration 33Q: 3 clusters Score -532468.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -532474.312500 Penalty: 2780.896973
	Iteration 34Q: 3 clusters Score -532474.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -532478.312500 Penalty: 2780.896973
	Iteration 35Q: 3 clusters Score -532478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -532480.062500 Penalty: 2780.896973
	Iteration 36Q: 3 clusters Score -532480.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -532484.875000 Penalty: 2780.896973
	Iteration 37Q: 3 clusters Score -532484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -532486.437500 Penalty: 2780.896973
	Iteration 38Q: 3 clusters Score -532486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -532487.187500 Penalty: 2780.896973
	Iteration 39Q: 3 clusters Score -532487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -532488.250000 Penalty: 2780.896973
	Iteration 40F: 3 clusters Score -532488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -532488.312500 Penalty: 2780.896973
	Iteration 41Q: 3 clusters Score -532488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -532489.375000 Penalty: 2780.896973
	Iteration 42Q: 3 clusters Score -532489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -532491.375000 Penalty: 2780.896973
	Iteration 43Q: 3 clusters Score -532491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -532491.187500 Penalty: 2780.896973
	Iteration 44Q: 3 clusters Score -532491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -532491.187500 Penalty: 2780.896973
	Iteration 45F: 3 clusters Score -532491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Entering Unmasked Estep 
Score: -812898.937500 Penalty: 1456.596802
	Iteration 0F: 2 clusters Score -812898.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -807162.375000 Penalty: 2913.193604
	Iteration 0F: 3 clusters Score -807162.4 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -808855.375000 Penalty: 2913.193604
	Iteration 1F: 3 clusters Score -808855.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -809051.500000 Penalty: 2913.193604
	Iteration 2F: 3 clusters Score -809051.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -809184.437500 Penalty: 2913.193604
	Iteration 3Q: 3 clusters Score -809184.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -809302.062500 Penalty: 2913.193604
	Iteration 4Q: 3 clusters Score -809302.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -809409.437500 Penalty: 2913.193604
	Iteration 5Q: 3 clusters Score -809409.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -809543.437500 Penalty: 2913.193604
	Iteration 6Q: 3 clusters Score -809543.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -809724.250000 Penalty: 2913.193604
	Iteration 7Q: 3 clusters Score -809724.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -809960.562500 Penalty: 2913.193604
	Iteration 8Q: 3 clusters Score -809960.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -810257.125000 Penalty: 2913.193604
	Iteration 9F: 3 clusters Score -810257.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -810592.750000 Penalty: 2913.193604
	Iteration 10F: 3 clusters Score -810592.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -810898.000000 Penalty: 2913.193604
	Iteration 11F: 3 clusters Score -810898 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -811141.750000 Penalty: 2913.193604
	Iteration 12Q: 3 clusters Score -811141.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -811291.750000 Penalty: 2913.193604
	Iteration 13Q: 3 clusters Score -811291.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -811402.000000 Penalty: 2913.193604
	Iteration 14Q: 3 clusters Score -811402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -811471.000000 Penalty: 2913.193604
	Iteration 15Q: 3 clusters Score -811471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -811517.125000 Penalty: 2913.193604
	Iteration 16Q: 3 clusters Score -811517.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -811554.125000 Penalty: 2913.193604
	Iteration 17Q: 3 clusters Score -811554.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -811579.937500 Penalty: 2913.193604
	Iteration 18Q: 3 clusters Score -811579.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -811598.562500 Penalty: 2913.193604
	Iteration 19Q: 3 clusters Score -811598.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -811607.000000 Penalty: 2913.193604
	Iteration 20F: 3 clusters Score -811607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -811612.750000 Penalty: 2913.193604
	Iteration 21Q: 3 clusters Score -811612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -811621.062500 Penalty: 2913.193604
	Iteration 22Q: 3 clusters Score -811621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -811628.062500 Penalty: 2913.193604
	Iteration 23Q: 3 clusters Score -811628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -811630.312500 Penalty: 2913.193604
	Iteration 24Q: 3 clusters Score -811630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -811632.187500 Penalty: 2913.193604
	Iteration 25Q: 3 clusters Score -811632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -811637.250000 Penalty: 2913.193604
	Iteration 26Q: 3 clusters Score -811637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -811640.875000 Penalty: 2913.193604
	Iteration 27Q: 3 clusters Score -811640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -811649.125000 Penalty: 2913.193604
	Iteration 28Q: 3 clusters Score -811649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -811653.000000 Penalty: 2913.193604
	Iteration 29Q: 3 clusters Score -811653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -811660.312500 Penalty: 2913.193604
	Iteration 30Q: 3 clusters Score -811660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -811665.625000 Penalty: 2913.193604
	Iteration 31Q: 3 clusters Score -811665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -811665.937500 Penalty: 2913.193604
	Iteration 32Q: 3 clusters Score -811665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -811668.875000 Penalty: 2913.193604
	Iteration 33Q: 3 clusters Score -811668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -811668.875000 Penalty: 2913.193604
	Iteration 34F: 3 clusters Score -811668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -750799.937500 Penalty: 1445.606689
	Iteration 0F: 2 clusters Score -750799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -745283.750000 Penalty: 2891.213379
	Iteration 0F: 3 clusters Score -745283.8 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -746964.875000 Penalty: 2891.213379
	Iteration 1F: 3 clusters Score -746964.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -747137.312500 Penalty: 2891.213379
	Iteration 2F: 3 clusters Score -747137.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -747262.750000 Penalty: 2891.213379
	Iteration 3Q: 3 clusters Score -747262.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -747342.062500 Penalty: 2891.213379
	Iteration 4Q: 3 clusters Score -747342.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -747395.312500 Penalty: 2891.213379
	Iteration 5Q: 3 clusters Score -747395.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -747453.250000 Penalty: 2891.213379
	Iteration 6Q: 3 clusters Score -747453.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -747502.500000 Penalty: 2891.213379
	Iteration 7Q: 3 clusters Score -747502.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -747539.250000 Penalty: 2891.213379
	Iteration 8Q: 3 clusters Score -747539.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -747570.812500 Penalty: 2891.213379
	Iteration 9Q: 3 clusters Score -747570.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -747599.875000 Penalty: 2891.213379
	Iteration 10Q: 3 clusters Score -747599.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -747632.625000 Penalty: 2891.213379
	Iteration 11Q: 3 clusters Score -747632.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -747668.750000 Penalty: 2891.213379
	Iteration 12Q: 3 clusters Score -747668.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -747695.125000 Penalty: 2891.213379
	Iteration 13Q: 3 clusters Score -747695.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -747721.125000 Penalty: 2891.213379
	Iteration 14Q: 3 clusters Score -747721.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -747755.000000 Penalty: 2891.213379
	Iteration 15Q: 3 clusters Score -747755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -747792.125000 Penalty: 2891.213379
	Iteration 16Q: 3 clusters Score -747792.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -747831.000000 Penalty: 2891.213379
	Iteration 17Q: 3 clusters Score -747831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -747876.375000 Penalty: 2891.213379
	Iteration 18Q: 3 clusters Score -747876.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -747935.625000 Penalty: 2891.213379
	Iteration 19Q: 3 clusters Score -747935.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -748009.625000 Penalty: 2891.213379
	Iteration 20F: 3 clusters Score -748009.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -748087.000000 Penalty: 2891.213379
	Iteration 21Q: 3 clusters Score -748087 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -748178.000000 Penalty: 2891.213379
	Iteration 22Q: 3 clusters Score -748178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -748293.562500 Penalty: 2891.213379
	Iteration 23Q: 3 clusters Score -748293.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -748432.375000 Penalty: 2891.213379
	Iteration 24Q: 3 clusters Score -748432.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -748580.750000 Penalty: 2891.213379
	Iteration 25Q: 3 clusters Score -748580.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -748728.187500 Penalty: 2891.213379
	Iteration 26Q: 3 clusters Score -748728.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -748866.187500 Penalty: 2891.213379
	Iteration 27Q: 3 clusters Score -748866.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -748953.437500 Penalty: 2891.213379
	Iteration 28Q: 3 clusters Score -748953.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -749026.062500 Penalty: 2891.213379
	Iteration 29Q: 3 clusters Score -749026.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -749113.000000 Penalty: 2891.213379
	Iteration 30Q: 3 clusters Score -749113 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -749190.812500 Penalty: 2891.213379
	Iteration 31Q: 3 clusters Score -749190.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -749253.812500 Penalty: 2891.213379
	Iteration 32Q: 3 clusters Score -749253.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -749317.625000 Penalty: 2891.213379
	Iteration 33Q: 3 clusters Score -749317.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -749365.875000 Penalty: 2891.213379
	Iteration 34Q: 3 clusters Score -749365.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -749395.812500 Penalty: 2891.213379
	Iteration 35Q: 3 clusters Score -749395.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -749417.125000 Penalty: 2891.213379
	Iteration 36Q: 3 clusters Score -749417.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -749432.500000 Penalty: 2891.213379
	Iteration 37Q: 3 clusters Score -749432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -749455.187500 Penalty: 2891.213379
	Iteration 38Q: 3 clusters Score -749455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -749469.562500 Penalty: 2891.213379
	Iteration 39Q: 3 clusters Score -749469.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -749484.250000 Penalty: 2891.213379
	Iteration 40F: 3 clusters Score -749484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -749496.125000 Penalty: 2891.213379
	Iteration 41Q: 3 clusters Score -749496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -749504.562500 Penalty: 2891.213379
	Iteration 42Q: 3 clusters Score -749504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -749513.125000 Penalty: 2891.213379
	Iteration 43Q: 3 clusters Score -749513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -749524.250000 Penalty: 2891.213379
	Iteration 44Q: 3 clusters Score -749524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -749538.375000 Penalty: 2891.213379
	Iteration 45Q: 3 clusters Score -749538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -749551.250000 Penalty: 2891.213379
	Iteration 46Q: 3 clusters Score -749551.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -749561.000000 Penalty: 2891.213379
	Iteration 47Q: 3 clusters Score -749561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -749566.500000 Penalty: 2891.213379
	Iteration 48Q: 3 clusters Score -749566.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -749571.375000 Penalty: 2891.213379
	Iteration 49Q: 3 clusters Score -749571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -749578.062500 Penalty: 2891.213379
	Iteration 50Q: 3 clusters Score -749578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -749580.750000 Penalty: 2891.213379
	Iteration 51Q: 3 clusters Score -749580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -749584.062500 Penalty: 2891.213379
	Iteration 52Q: 3 clusters Score -749584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -749585.687500 Penalty: 2891.213379
	Iteration 53Q: 3 clusters Score -749585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -749589.375000 Penalty: 2891.213379
	Iteration 54Q: 3 clusters Score -749589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -749589.937500 Penalty: 2891.213379
	Iteration 55Q: 3 clusters Score -749589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -749591.312500 Penalty: 2891.213379
	Iteration 56Q: 3 clusters Score -749591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -749591.312500 Penalty: 2891.213379
	Iteration 57F: 3 clusters Score -749591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -464772.000000 Penalty: 1380.428955
	Iteration 0F: 2 clusters Score -464772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -460851.406250 Penalty: 2760.857910
	Iteration 0F: 3 clusters Score -460851.4 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -461976.375000 Penalty: 2760.857910
	Iteration 1F: 3 clusters Score -461976.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -462226.406250 Penalty: 2760.857910
	Iteration 2F: 3 clusters Score -462226.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -462417.906250 Penalty: 2760.857910
	Iteration 3F: 3 clusters Score -462417.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -462588.375000 Penalty: 2760.857910
	Iteration 4F: 3 clusters Score -462588.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -462750.343750 Penalty: 2760.857910
	Iteration 5Q: 3 clusters Score -462750.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -462902.281250 Penalty: 2760.857910
	Iteration 6Q: 3 clusters Score -462902.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -463057.968750 Penalty: 2760.857910
	Iteration 7Q: 3 clusters Score -463058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -463213.156250 Penalty: 2760.857910
	Iteration 8Q: 3 clusters Score -463213.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -463370.125000 Penalty: 2760.857910
	Iteration 9Q: 3 clusters Score -463370.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -463505.000000 Penalty: 2760.857910
	Iteration 10Q: 3 clusters Score -463505 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -463597.437500 Penalty: 2760.857910
	Iteration 11Q: 3 clusters Score -463597.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -463688.406250 Penalty: 2760.857910
	Iteration 12Q: 3 clusters Score -463688.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -463771.343750 Penalty: 2760.857910
	Iteration 13Q: 3 clusters Score -463771.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -463844.781250 Penalty: 2760.857910
	Iteration 14Q: 3 clusters Score -463844.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -463900.562500 Penalty: 2760.857910
	Iteration 15Q: 3 clusters Score -463900.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -463946.187500 Penalty: 2760.857910
	Iteration 16Q: 3 clusters Score -463946.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -463978.000000 Penalty: 2760.857910
	Iteration 17Q: 3 clusters Score -463978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -464004.437500 Penalty: 2760.857910
	Iteration 18Q: 3 clusters Score -464004.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -464022.593750 Penalty: 2760.857910
	Iteration 19Q: 3 clusters Score -464022.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -464039.812500 Penalty: 2760.857910
	Iteration 20F: 3 clusters Score -464039.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -464051.218750 Penalty: 2760.857910
	Iteration 21Q: 3 clusters Score -464051.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -464057.875000 Penalty: 2760.857910
	Iteration 22Q: 3 clusters Score -464057.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -464062.843750 Penalty: 2760.857910
	Iteration 23Q: 3 clusters Score -464062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -464066.406250 Penalty: 2760.857910
	Iteration 24Q: 3 clusters Score -464066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -464070.593750 Penalty: 2760.857910
	Iteration 25Q: 3 clusters Score -464070.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -464072.281250 Penalty: 2760.857910
	Iteration 26Q: 3 clusters Score -464072.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -464075.843750 Penalty: 2760.857910
	Iteration 27Q: 3 clusters Score -464075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -464078.937500 Penalty: 2760.857910
	Iteration 28Q: 3 clusters Score -464078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -464080.500000 Penalty: 2760.857910
	Iteration 29Q: 3 clusters Score -464080.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -464083.812500 Penalty: 2760.857910
	Iteration 30Q: 3 clusters Score -464083.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -464087.875000 Penalty: 2760.857910
	Iteration 31Q: 3 clusters Score -464087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -464091.093750 Penalty: 2760.857910
	Iteration 32Q: 3 clusters Score -464091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -464093.125000 Penalty: 2760.857910
	Iteration 33Q: 3 clusters Score -464093.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -464095.718750 Penalty: 2760.857910
	Iteration 34Q: 3 clusters Score -464095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -464097.812500 Penalty: 2760.857910
	Iteration 35Q: 3 clusters Score -464097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -464099.531250 Penalty: 2760.857910
	Iteration 36Q: 3 clusters Score -464099.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -464101.750000 Penalty: 2760.857910
	Iteration 37Q: 3 clusters Score -464101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -464103.406250 Penalty: 2760.857910
	Iteration 38Q: 3 clusters Score -464103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -464104.375000 Penalty: 2760.857910
	Iteration 39Q: 3 clusters Score -464104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -464104.406250 Penalty: 2760.857910
	Iteration 40F: 3 clusters Score -464104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -464105.531250 Penalty: 2760.857910
	Iteration 41Q: 3 clusters Score -464105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -464106.156250 Penalty: 2760.857910
	Iteration 42Q: 3 clusters Score -464106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -464106.593750 Penalty: 2760.857910
	Iteration 43Q: 3 clusters Score -464106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -464106.968750 Penalty: 2760.857910
	Iteration 44Q: 3 clusters Score -464107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -464106.968750 Penalty: 2760.857910
	Iteration 45F: 3 clusters Score -464107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -873955.437500 Penalty: 1473.076050
	Iteration 0F: 2 clusters Score -873955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -867601.937500 Penalty: 2946.152100
	Iteration 0F: 3 clusters Score -867601.9 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -869629.625000 Penalty: 2946.152100
	Iteration 1F: 3 clusters Score -869629.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -869883.875000 Penalty: 2946.152100
	Iteration 2F: 3 clusters Score -869883.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -870125.125000 Penalty: 2946.152100
	Iteration 3F: 3 clusters Score -870125.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -870364.562500 Penalty: 2946.152100
	Iteration 4F: 3 clusters Score -870364.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -870601.500000 Penalty: 2946.152100
	Iteration 5F: 3 clusters Score -870601.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -870810.625000 Penalty: 2946.152100
	Iteration 6Q: 3 clusters Score -870810.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -871021.312500 Penalty: 2946.152100
	Iteration 7Q: 3 clusters Score -871021.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -871235.875000 Penalty: 2946.152100
	Iteration 8Q: 3 clusters Score -871235.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -871485.000000 Penalty: 2946.152100
	Iteration 9Q: 3 clusters Score -871485 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -871707.000000 Penalty: 2946.152100
	Iteration 10Q: 3 clusters Score -871707 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -871911.687500 Penalty: 2946.152100
	Iteration 11Q: 3 clusters Score -871911.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -872074.750000 Penalty: 2946.152100
	Iteration 12Q: 3 clusters Score -872074.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -872195.187500 Penalty: 2946.152100
	Iteration 13Q: 3 clusters Score -872195.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -872293.375000 Penalty: 2946.152100
	Iteration 14Q: 3 clusters Score -872293.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -872375.062500 Penalty: 2946.152100
	Iteration 15Q: 3 clusters Score -872375.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -872434.187500 Penalty: 2946.152100
	Iteration 16Q: 3 clusters Score -872434.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -872498.062500 Penalty: 2946.152100
	Iteration 17Q: 3 clusters Score -872498.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -872540.687500 Penalty: 2946.152100
	Iteration 18Q: 3 clusters Score -872540.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -872577.375000 Penalty: 2946.152100
	Iteration 19Q: 3 clusters Score -872577.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -872597.125000 Penalty: 2946.152100
	Iteration 20F: 3 clusters Score -872597.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -872623.875000 Penalty: 2946.152100
	Iteration 21Q: 3 clusters Score -872623.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -872648.687500 Penalty: 2946.152100
	Iteration 22Q: 3 clusters Score -872648.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -872665.375000 Penalty: 2946.152100
	Iteration 23Q: 3 clusters Score -872665.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -872684.312500 Penalty: 2946.152100
	Iteration 24Q: 3 clusters Score -872684.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -872698.437500 Penalty: 2946.152100
	Iteration 25Q: 3 clusters Score -872698.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -872708.562500 Penalty: 2946.152100
	Iteration 26Q: 3 clusters Score -872708.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -872724.750000 Penalty: 2946.152100
	Iteration 27Q: 3 clusters Score -872724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -872734.062500 Penalty: 2946.152100
	Iteration 28Q: 3 clusters Score -872734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -872741.875000 Penalty: 2946.152100
	Iteration 29Q: 3 clusters Score -872741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -872745.812500 Penalty: 2946.152100
	Iteration 30Q: 3 clusters Score -872745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -872752.062500 Penalty: 2946.152100
	Iteration 31Q: 3 clusters Score -872752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -872754.062500 Penalty: 2946.152100
	Iteration 32Q: 3 clusters Score -872754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -872755.125000 Penalty: 2946.152100
	Iteration 33Q: 3 clusters Score -872755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -872758.687500 Penalty: 2946.152100
	Iteration 34Q: 3 clusters Score -872758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -872763.187500 Penalty: 2946.152100
	Iteration 35Q: 3 clusters Score -872763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -872764.250000 Penalty: 2946.152100
	Iteration 36Q: 3 clusters Score -872764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -872767.750000 Penalty: 2946.152100
	Iteration 37Q: 3 clusters Score -872767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -872773.500000 Penalty: 2946.152100
	Iteration 38Q: 3 clusters Score -872773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -872773.875000 Penalty: 2946.152100
	Iteration 39Q: 3 clusters Score -872773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -872774.937500 Penalty: 2946.152100
	Iteration 40F: 3 clusters Score -872774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -872776.062500 Penalty: 2946.152100
	Iteration 41Q: 3 clusters Score -872776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -872777.062500 Penalty: 2946.152100
	Iteration 42Q: 3 clusters Score -872777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -872777.062500 Penalty: 2946.152100
	Iteration 43F: 3 clusters Score -872777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Entering Unmasked Estep 
Score: -4511382.500000 Penalty: 1734.842529
	Iteration 0F: 2 clusters Score -4511382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4482444.500000 Penalty: 3469.685059
	Iteration 0F: 3 clusters Score -4482444 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -4493866.000000 Penalty: 3469.685059
	Iteration 1F: 3 clusters Score -4493866 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4494313.000000 Penalty: 3469.685059
	Iteration 2Q: 3 clusters Score -4494313 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4494745.000000 Penalty: 3469.685059
	Iteration 3Q: 3 clusters Score -4494745 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4495288.500000 Penalty: 3469.685059
	Iteration 4Q: 3 clusters Score -4495288 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4496028.000000 Penalty: 3469.685059
	Iteration 5Q: 3 clusters Score -4496028 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -4497029.000000 Penalty: 3469.685059
	Iteration 6Q: 3 clusters Score -4497029 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4498385.500000 Penalty: 3469.685059
	Iteration 7Q: 3 clusters Score -4498386 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4499888.000000 Penalty: 3469.685059
	Iteration 8F: 3 clusters Score -4499888 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4501504.500000 Penalty: 3469.685059
	Iteration 9F: 3 clusters Score -4501504 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4502860.000000 Penalty: 3469.685059
	Iteration 10Q: 3 clusters Score -4502860 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4503773.000000 Penalty: 3469.685059
	Iteration 11Q: 3 clusters Score -4503773 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4504407.000000 Penalty: 3469.685059
	Iteration 12Q: 3 clusters Score -4504407 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4504893.000000 Penalty: 3469.685059
	Iteration 13Q: 3 clusters Score -4504893 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4505333.000000 Penalty: 3469.685059
	Iteration 14Q: 3 clusters Score -4505333 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4505710.000000 Penalty: 3469.685059
	Iteration 15Q: 3 clusters Score -4505710 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4506123.000000 Penalty: 3469.685059
	Iteration 16Q: 3 clusters Score -4506123 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4506531.000000 Penalty: 3469.685059
	Iteration 17Q: 3 clusters Score -4506531 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -4506993.500000 Penalty: 3469.685059
	Iteration 18Q: 3 clusters Score -4506994 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4507517.500000 Penalty: 3469.685059
	Iteration 19Q: 3 clusters Score -4507518 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -4508048.500000 Penalty: 3469.685059
	Iteration 20F: 3 clusters Score -4508048 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4508496.500000 Penalty: 3469.685059
	Iteration 21Q: 3 clusters Score -4508496 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -4508935.000000 Penalty: 3469.685059
	Iteration 22Q: 3 clusters Score -4508935 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4509245.500000 Penalty: 3469.685059
	Iteration 23Q: 3 clusters Score -4509246 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -4509460.000000 Penalty: 3469.685059
	Iteration 24Q: 3 clusters Score -4509460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -4509597.500000 Penalty: 3469.685059
	Iteration 25Q: 3 clusters Score -4509598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -4509678.500000 Penalty: 3469.685059
	Iteration 26Q: 3 clusters Score -4509678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -4509727.500000 Penalty: 3469.685059
	Iteration 27Q: 3 clusters Score -4509728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -4509756.000000 Penalty: 3469.685059
	Iteration 28Q: 3 clusters Score -4509756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -4509782.000000 Penalty: 3469.685059
	Iteration 29Q: 3 clusters Score -4509782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -4509801.500000 Penalty: 3469.685059
	Iteration 30Q: 3 clusters Score -4509802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4509807.500000 Penalty: 3469.685059
	Iteration 31Q: 3 clusters Score -4509808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -4509823.500000 Penalty: 3469.685059
	Iteration 32Q: 3 clusters Score -4509824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -4509828.000000 Penalty: 3469.685059
	Iteration 33Q: 3 clusters Score -4509828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -4509840.500000 Penalty: 3469.685059
	Iteration 34Q: 3 clusters Score -4509840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -4509847.500000 Penalty: 3469.685059
	Iteration 35Q: 3 clusters Score -4509848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -4509846.500000 Penalty: 3469.685059
	Iteration 36Q: 3 clusters Score -4509846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4509853.000000 Penalty: 3469.685059
	Iteration 37Q: 3 clusters Score -4509853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -4509862.000000 Penalty: 3469.685059
	Iteration 38Q: 3 clusters Score -4509862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -4509864.500000 Penalty: 3469.685059
	Iteration 39Q: 3 clusters Score -4509864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -4509867.000000 Penalty: 3469.685059
	Iteration 40F: 3 clusters Score -4509867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -4509868.500000 Penalty: 3469.685059
	Iteration 41Q: 3 clusters Score -4509868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -4509867.500000 Penalty: 3469.685059
	Iteration 42Q: 3 clusters Score -4509868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -4509871.500000 Penalty: 3469.685059
	Iteration 43Q: 3 clusters Score -4509872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -4509875.500000 Penalty: 3469.685059
	Iteration 44Q: 3 clusters Score -4509876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4509880.500000 Penalty: 3469.685059
	Iteration 45Q: 3 clusters Score -4509880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4509880.500000 Penalty: 3469.685059
	Iteration 46F: 3 clusters Score -4509880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Entering Unmasked Estep 
Score: -7944591.500000 Penalty: 1824.242798
	Iteration 0F: 2 clusters Score -7944592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7894192.500000 Penalty: 3648.485596
	Iteration 0F: 3 clusters Score -7894192 nChanged 35774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7914956.500000 Penalty: 3648.485596
	Iteration 1F: 3 clusters Score -7914956 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7915536.500000 Penalty: 3648.485596
	Iteration 2Q: 3 clusters Score -7915536 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -7916158.500000 Penalty: 3648.485596
	Iteration 3Q: 3 clusters Score -7916158 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7917002.000000 Penalty: 3648.485596
	Iteration 4Q: 3 clusters Score -7917002 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -7918261.000000 Penalty: 3648.485596
	Iteration 5Q: 3 clusters Score -7918261 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -7920327.500000 Penalty: 3648.485596
	Iteration 6Q: 3 clusters Score -7920328 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -7923469.500000 Penalty: 3648.485596
	Iteration 7F: 3 clusters Score -7923470 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -7927309.000000 Penalty: 3648.485596
	Iteration 8F: 3 clusters Score -7927309 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -7931233.000000 Penalty: 3648.485596
	Iteration 9F: 3 clusters Score -7931233 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -7934484.500000 Penalty: 3648.485596
	Iteration 10F: 3 clusters Score -7934484 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -7936995.500000 Penalty: 3648.485596
	Iteration 11Q: 3 clusters Score -7936996 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -7938942.000000 Penalty: 3648.485596
	Iteration 12Q: 3 clusters Score -7938942 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -7940368.000000 Penalty: 3648.485596
	Iteration 13Q: 3 clusters Score -7940368 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -7941375.000000 Penalty: 3648.485596
	Iteration 14Q: 3 clusters Score -7941375 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -7942055.000000 Penalty: 3648.485596
	Iteration 15Q: 3 clusters Score -7942055 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -7942444.500000 Penalty: 3648.485596
	Iteration 16Q: 3 clusters Score -7942444 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -7942638.500000 Penalty: 3648.485596
	Iteration 17Q: 3 clusters Score -7942638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -7942756.500000 Penalty: 3648.485596
	Iteration 18Q: 3 clusters Score -7942756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -7942831.000000 Penalty: 3648.485596
	Iteration 19Q: 3 clusters Score -7942831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -7942890.500000 Penalty: 3648.485596
	Iteration 20F: 3 clusters Score -7942890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -7942943.000000 Penalty: 3648.485596
	Iteration 21Q: 3 clusters Score -7942943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -7942976.500000 Penalty: 3648.485596
	Iteration 22Q: 3 clusters Score -7942976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -7942989.000000 Penalty: 3648.485596
	Iteration 23Q: 3 clusters Score -7942989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -7942999.000000 Penalty: 3648.485596
	Iteration 24Q: 3 clusters Score -7942999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -7943008.000000 Penalty: 3648.485596
	Iteration 25Q: 3 clusters Score -7943008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -7943012.000000 Penalty: 3648.485596
	Iteration 26Q: 3 clusters Score -7943012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -7943015.500000 Penalty: 3648.485596
	Iteration 27Q: 3 clusters Score -7943016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -7943015.000000 Penalty: 3648.485596
	Iteration 28Q: 3 clusters Score -7943015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -7943013.500000 Penalty: 3648.485596
	Iteration 29Q: 3 clusters Score -7943014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -7943013.500000 Penalty: 3648.485596
	Iteration 30F: 3 clusters Score -7943014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -321409.718750 Penalty: 1315.633911
	Iteration 0F: 2 clusters Score -321409.7 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 1616 members 
Entering Unmasked Estep 
Score: -318511.031250 Penalty: 2631.267822
	Iteration 0F: 3 clusters Score -318511 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -319249.093750 Penalty: 2631.267822
	Iteration 1F: 3 clusters Score -319249.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -319428.906250 Penalty: 2631.267822
	Iteration 2F: 3 clusters Score -319428.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319577.968750 Penalty: 2631.267822
	Iteration 3F: 3 clusters Score -319578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319672.437500 Penalty: 2631.267822
	Iteration 4Q: 3 clusters Score -319672.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -319750.093750 Penalty: 2631.267822
	Iteration 5Q: 3 clusters Score -319750.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -319825.718750 Penalty: 2631.267822
	Iteration 6Q: 3 clusters Score -319825.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -319919.781250 Penalty: 2631.267822
	Iteration 7Q: 3 clusters Score -319919.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -320043.562500 Penalty: 2631.267822
	Iteration 8Q: 3 clusters Score -320043.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -320189.281250 Penalty: 2631.267822
	Iteration 9Q: 3 clusters Score -320189.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -320304.281250 Penalty: 2631.267822
	Iteration 10Q: 3 clusters Score -320304.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -320390.281250 Penalty: 2631.267822
	Iteration 11Q: 3 clusters Score -320390.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320471.031250 Penalty: 2631.267822
	Iteration 12Q: 3 clusters Score -320471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -320526.500000 Penalty: 2631.267822
	Iteration 13Q: 3 clusters Score -320526.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320568.156250 Penalty: 2631.267822
	Iteration 14Q: 3 clusters Score -320568.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -320597.718750 Penalty: 2631.267822
	Iteration 15Q: 3 clusters Score -320597.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -320612.625000 Penalty: 2631.267822
	Iteration 16Q: 3 clusters Score -320612.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -320625.156250 Penalty: 2631.267822
	Iteration 17Q: 3 clusters Score -320625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -320631.437500 Penalty: 2631.267822
	Iteration 18Q: 3 clusters Score -320631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -320637.656250 Penalty: 2631.267822
	Iteration 19Q: 3 clusters Score -320637.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -320641.312500 Penalty: 2631.267822
	Iteration 20F: 3 clusters Score -320641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -320643.406250 Penalty: 2631.267822
	Iteration 21Q: 3 clusters Score -320643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -320643.656250 Penalty: 2631.267822
	Iteration 22Q: 3 clusters Score -320643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320644.781250 Penalty: 2631.267822
	Iteration 23Q: 3 clusters Score -320644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -320644.781250 Penalty: 2631.267822
	Iteration 24F: 3 clusters Score -320644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -167703.671875 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -167703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165820.031250 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -165820 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166183.953125 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -166184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166274.265625 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -166274.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166327.859375 Penalty: 2406.786133
	Iteration 3Q: 3 clusters Score -166327.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166363.015625 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -166363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166386.468750 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -166386.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166408.500000 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -166408.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -166425.968750 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -166426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166434.515625 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -166434.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166440.109375 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -166440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -166446.234375 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -166446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166453.781250 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -166453.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -166457.609375 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -166457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166461.968750 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -166462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166462.562500 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -166462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -166463.000000 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -166463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -166463.000000 Penalty: 2406.786133
	Iteration 16F: 3 clusters Score -166463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -234918.468750 Penalty: 1265.516968
	Iteration 0F: 2 clusters Score -234918.5 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 1155 members 
Entering Unmasked Estep 
Score: -232598.718750 Penalty: 2531.033936
	Iteration 0F: 3 clusters Score -232598.7 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -233255.078125 Penalty: 2531.033936
	Iteration 1F: 3 clusters Score -233255.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -233505.796875 Penalty: 2531.033936
	Iteration 2F: 3 clusters Score -233505.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233723.078125 Penalty: 2531.033936
	Iteration 3F: 3 clusters Score -233723.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233892.906250 Penalty: 2531.033936
	Iteration 4F: 3 clusters Score -233892.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -234011.031250 Penalty: 2531.033936
	Iteration 5Q: 3 clusters Score -234011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234084.296875 Penalty: 2531.033936
	Iteration 6Q: 3 clusters Score -234084.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -234158.046875 Penalty: 2531.033936
	Iteration 7Q: 3 clusters Score -234158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -234215.171875 Penalty: 2531.033936
	Iteration 8Q: 3 clusters Score -234215.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -234250.828125 Penalty: 2531.033936
	Iteration 9Q: 3 clusters Score -234250.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234280.031250 Penalty: 2531.033936
	Iteration 10Q: 3 clusters Score -234280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -234306.562500 Penalty: 2531.033936
	Iteration 11Q: 3 clusters Score -234306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -234319.906250 Penalty: 2531.033936
	Iteration 12Q: 3 clusters Score -234319.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -234334.734375 Penalty: 2531.033936
	Iteration 13Q: 3 clusters Score -234334.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234346.734375 Penalty: 2531.033936
	Iteration 14Q: 3 clusters Score -234346.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234357.375000 Penalty: 2531.033936
	Iteration 15Q: 3 clusters Score -234357.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234365.375000 Penalty: 2531.033936
	Iteration 16Q: 3 clusters Score -234365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -234374.609375 Penalty: 2531.033936
	Iteration 17Q: 3 clusters Score -234374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234383.171875 Penalty: 2531.033936
	Iteration 18Q: 3 clusters Score -234383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234389.859375 Penalty: 2531.033936
	Iteration 19Q: 3 clusters Score -234389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -234400.093750 Penalty: 2531.033936
	Iteration 20F: 3 clusters Score -234400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234413.218750 Penalty: 2531.033936
	Iteration 21Q: 3 clusters Score -234413.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234427.390625 Penalty: 2531.033936
	Iteration 22Q: 3 clusters Score -234427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234435.765625 Penalty: 2531.033936
	Iteration 23Q: 3 clusters Score -234435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -234444.890625 Penalty: 2531.033936
	Iteration 24Q: 3 clusters Score -234444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234453.703125 Penalty: 2531.033936
	Iteration 25Q: 3 clusters Score -234453.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234462.859375 Penalty: 2531.033936
	Iteration 26Q: 3 clusters Score -234462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234481.875000 Penalty: 2531.033936
	Iteration 27Q: 3 clusters Score -234481.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -234503.812500 Penalty: 2531.033936
	Iteration 28Q: 3 clusters Score -234503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234512.781250 Penalty: 2531.033936
	Iteration 29Q: 3 clusters Score -234512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -234517.406250 Penalty: 2531.033936
	Iteration 30Q: 3 clusters Score -234517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -234517.593750 Penalty: 2531.033936
	Iteration 31Q: 3 clusters Score -234517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -234518.062500 Penalty: 2531.033936
	Iteration 32Q: 3 clusters Score -234518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -234518.062500 Penalty: 2531.033936
	Iteration 33F: 3 clusters Score -234518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Entering Unmasked Estep 
Score: -849704.000000 Penalty: 1465.852661
	Iteration 0F: 2 clusters Score -849704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -843714.937500 Penalty: 2931.705322
	Iteration 0F: 3 clusters Score -843714.9 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -845488.437500 Penalty: 2931.705322
	Iteration 1F: 3 clusters Score -845488.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -845675.187500 Penalty: 2931.705322
	Iteration 2F: 3 clusters Score -845675.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -845799.312500 Penalty: 2931.705322
	Iteration 3Q: 3 clusters Score -845799.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -845908.187500 Penalty: 2931.705322
	Iteration 4Q: 3 clusters Score -845908.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -846015.500000 Penalty: 2931.705322
	Iteration 5Q: 3 clusters Score -846015.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -846117.062500 Penalty: 2931.705322
	Iteration 6Q: 3 clusters Score -846117.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -846199.312500 Penalty: 2931.705322
	Iteration 7Q: 3 clusters Score -846199.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -846271.000000 Penalty: 2931.705322
	Iteration 8Q: 3 clusters Score -846271 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -846330.937500 Penalty: 2931.705322
	Iteration 9Q: 3 clusters Score -846330.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -846398.312500 Penalty: 2931.705322
	Iteration 10Q: 3 clusters Score -846398.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -846474.500000 Penalty: 2931.705322
	Iteration 11Q: 3 clusters Score -846474.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -846560.812500 Penalty: 2931.705322
	Iteration 12Q: 3 clusters Score -846560.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -846707.312500 Penalty: 2931.705322
	Iteration 13Q: 3 clusters Score -846707.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -846884.437500 Penalty: 2931.705322
	Iteration 14Q: 3 clusters Score -846884.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -847091.437500 Penalty: 2931.705322
	Iteration 15Q: 3 clusters Score -847091.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -847334.812500 Penalty: 2931.705322
	Iteration 16Q: 3 clusters Score -847334.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -847554.687500 Penalty: 2931.705322
	Iteration 17Q: 3 clusters Score -847554.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -847738.125000 Penalty: 2931.705322
	Iteration 18Q: 3 clusters Score -847738.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -847879.562500 Penalty: 2931.705322
	Iteration 19Q: 3 clusters Score -847879.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -847999.187500 Penalty: 2931.705322
	Iteration 20F: 3 clusters Score -847999.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -848085.937500 Penalty: 2931.705322
	Iteration 21Q: 3 clusters Score -848085.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -848164.687500 Penalty: 2931.705322
	Iteration 22Q: 3 clusters Score -848164.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -848237.375000 Penalty: 2931.705322
	Iteration 23Q: 3 clusters Score -848237.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -848292.875000 Penalty: 2931.705322
	Iteration 24Q: 3 clusters Score -848292.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -848334.187500 Penalty: 2931.705322
	Iteration 25Q: 3 clusters Score -848334.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -848378.500000 Penalty: 2931.705322
	Iteration 26Q: 3 clusters Score -848378.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -848412.250000 Penalty: 2931.705322
	Iteration 27Q: 3 clusters Score -848412.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -848436.750000 Penalty: 2931.705322
	Iteration 28Q: 3 clusters Score -848436.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -848460.812500 Penalty: 2931.705322
	Iteration 29Q: 3 clusters Score -848460.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -848484.562500 Penalty: 2931.705322
	Iteration 30Q: 3 clusters Score -848484.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -848522.937500 Penalty: 2931.705322
	Iteration 31Q: 3 clusters Score -848522.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -848551.250000 Penalty: 2931.705322
	Iteration 32Q: 3 clusters Score -848551.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -848567.625000 Penalty: 2931.705322
	Iteration 33Q: 3 clusters Score -848567.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -848580.812500 Penalty: 2931.705322
	Iteration 34Q: 3 clusters Score -848580.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -848585.437500 Penalty: 2931.705322
	Iteration 35Q: 3 clusters Score -848585.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -848590.750000 Penalty: 2931.705322
	Iteration 36Q: 3 clusters Score -848590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -848595.187500 Penalty: 2931.705322
	Iteration 37Q: 3 clusters Score -848595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -848599.437500 Penalty: 2931.705322
	Iteration 38Q: 3 clusters Score -848599.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -848602.625000 Penalty: 2931.705322
	Iteration 39Q: 3 clusters Score -848602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -848605.687500 Penalty: 2931.705322
	Iteration 40F: 3 clusters Score -848605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -848608.562500 Penalty: 2931.705322
	Iteration 41Q: 3 clusters Score -848608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -848611.187500 Penalty: 2931.705322
	Iteration 42Q: 3 clusters Score -848611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -848611.312500 Penalty: 2931.705322
	Iteration 43Q: 3 clusters Score -848611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -848613.312500 Penalty: 2931.705322
	Iteration 44Q: 3 clusters Score -848613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -848614.562500 Penalty: 2931.705322
	Iteration 45Q: 3 clusters Score -848614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -848615.000000 Penalty: 2931.705322
	Iteration 46Q: 3 clusters Score -848615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -848616.937500 Penalty: 2931.705322
	Iteration 47Q: 3 clusters Score -848616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -848617.187500 Penalty: 2931.705322
	Iteration 48Q: 3 clusters Score -848617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -848619.125000 Penalty: 2931.705322
	Iteration 49Q: 3 clusters Score -848619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -848618.312500 Penalty: 2931.705322
	Iteration 50Q: 3 clusters Score -848618.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -848618.312500 Penalty: 2931.705322
	Iteration 51F: 3 clusters Score -848618.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -335683.906250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -335683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -332690.937500 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -332690.9 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -333508.343750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -333508.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -333712.812500 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -333712.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -333893.156250 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -333893.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -334047.031250 Penalty: 2645.791992
	Iteration 4F: 3 clusters Score -334047 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -334186.312500 Penalty: 2645.791992
	Iteration 5F: 3 clusters Score -334186.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -334310.093750 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -334310.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -334440.375000 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -334440.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -334597.437500 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -334597.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -334813.500000 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -334813.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335096.031250 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -335096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -335470.937500 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -335470.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -335753.031250 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -335753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -335872.812500 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -335872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -335905.468750 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -335905.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -335919.000000 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -335919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -335921.687500 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -335921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -335922.468750 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -335922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -335922.781250 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -335922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -335922.781250 Penalty: 2645.791992
	Iteration 19F: 3 clusters Score -335922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Mstep: Class 44 contains 2600 members 
Entering Unmasked Estep 
Score: -54934944.000000 Penalty: 94598.937500
Splitting cluster 23 changes total score from -54935528.000000 to -54934944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -176222.625000 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -176222.6 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 1041 members 
Entering Unmasked Estep 
Score: -174070.593750 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -174070.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -174991.812500 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -174991.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -175488.500000 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -175488.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -175843.078125 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -175843.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -176091.375000 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -176091.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176290.343750 Penalty: 2493.040771
	Iteration 5F: 3 clusters Score -176290.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -176402.140625 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -176402.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -176465.453125 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -176465.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -176513.406250 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -176513.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -176541.718750 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -176541.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176557.312500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -176557.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176569.390625 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -176569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176575.921875 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -176575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -176578.578125 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -176578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176579.593750 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -176579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176580.421875 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -176580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -176581.671875 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -176581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176581.734375 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -176581.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176582.062500 Penalty: 2493.040771
	Iteration 18F: 3 clusters Score -176582.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -176585.171875 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -176585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176585.343750 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -176585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 1242 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Mstep: Class 44 contains 903 members 
Entering Unmasked Estep 
Score: -54934948.000000 Penalty: 94598.937500
Splitting cluster 24 changes total score from -54935528.000000 to -54934948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -241737.750000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -241737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -239325.671875 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -239325.7 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -239869.359375 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -239869.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -240056.484375 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -240056.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -240180.671875 Penalty: 2539.022949
	Iteration 3F: 3 clusters Score -240180.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -240261.703125 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -240261.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -240327.984375 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -240328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -240396.812500 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -240396.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -240485.953125 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -240486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -240550.687500 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -240550.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -240618.828125 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -240618.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -240679.671875 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -240679.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -240746.218750 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -240746.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -240803.546875 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -240803.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -240884.250000 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -240884.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -240954.984375 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -240955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -241014.187500 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -241014.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -241101.515625 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -241101.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -241206.406250 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -241206.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -241322.234375 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -241322.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -241385.296875 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -241385.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -241412.921875 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -241412.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -241427.796875 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -241427.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -241437.343750 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -241437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -241448.453125 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -241448.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241459.609375 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -241459.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -241470.468750 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -241470.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241480.171875 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -241480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -241487.671875 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -241487.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -241494.312500 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -241494.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -241499.406250 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -241499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -241501.453125 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -241501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -241502.203125 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -241502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -241503.156250 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -241503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -241504.093750 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -241504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -241504.171875 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -241504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -241504.671875 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -241504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -241504.671875 Penalty: 2539.022949
	Iteration 36F: 3 clusters Score -241504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -509225.437500 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -509225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -505247.937500 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -505247.9 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -506377.750000 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -506377.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -506572.218750 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -506572.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -506713.468750 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -506713.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -506827.187500 Penalty: 2770.548340
	Iteration 4Q: 3 clusters Score -506827.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -506945.750000 Penalty: 2770.548340
	Iteration 5Q: 3 clusters Score -506945.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -507073.937500 Penalty: 2770.548340
	Iteration 6Q: 3 clusters Score -507073.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -507179.000000 Penalty: 2770.548340
	Iteration 7Q: 3 clusters Score -507179 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -507285.312500 Penalty: 2770.548340
	Iteration 8Q: 3 clusters Score -507285.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -507400.406250 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -507400.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -507500.812500 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -507500.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -507585.875000 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -507585.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -507652.125000 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -507652.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -507707.187500 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -507707.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -507747.625000 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -507747.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -507785.062500 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -507785.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -507809.906250 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -507809.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -507827.812500 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -507827.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -507840.687500 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -507840.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -507857.500000 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -507857.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -507870.875000 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -507870.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -507880.250000 Penalty: 2770.548340
	Iteration 21Q: 3 clusters Score -507880.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -507887.531250 Penalty: 2770.548340
	Iteration 22Q: 3 clusters Score -507887.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -507893.375000 Penalty: 2770.548340
	Iteration 23Q: 3 clusters Score -507893.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -507898.500000 Penalty: 2770.548340
	Iteration 24Q: 3 clusters Score -507898.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -507904.031250 Penalty: 2770.548340
	Iteration 25Q: 3 clusters Score -507904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -507907.500000 Penalty: 2770.548340
	Iteration 26Q: 3 clusters Score -507907.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -507914.750000 Penalty: 2770.548340
	Iteration 27Q: 3 clusters Score -507914.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -507926.125000 Penalty: 2770.548340
	Iteration 28Q: 3 clusters Score -507926.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -507937.031250 Penalty: 2770.548340
	Iteration 29Q: 3 clusters Score -507937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -507948.125000 Penalty: 2770.548340
	Iteration 30Q: 3 clusters Score -507948.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -507957.593750 Penalty: 2770.548340
	Iteration 31Q: 3 clusters Score -507957.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -507965.062500 Penalty: 2770.548340
	Iteration 32Q: 3 clusters Score -507965.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -507974.500000 Penalty: 2770.548340
	Iteration 33Q: 3 clusters Score -507974.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -507983.531250 Penalty: 2770.548340
	Iteration 34Q: 3 clusters Score -507983.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -507991.687500 Penalty: 2770.548340
	Iteration 35Q: 3 clusters Score -507991.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -508004.125000 Penalty: 2770.548340
	Iteration 36Q: 3 clusters Score -508004.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -508014.468750 Penalty: 2770.548340
	Iteration 37Q: 3 clusters Score -508014.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -508019.531250 Penalty: 2770.548340
	Iteration 38Q: 3 clusters Score -508019.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -508026.625000 Penalty: 2770.548340
	Iteration 39Q: 3 clusters Score -508026.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -508034.562500 Penalty: 2770.548340
	Iteration 40F: 3 clusters Score -508034.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -508039.375000 Penalty: 2770.548340
	Iteration 41Q: 3 clusters Score -508039.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -508043.218750 Penalty: 2770.548340
	Iteration 42Q: 3 clusters Score -508043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -508046.625000 Penalty: 2770.548340
	Iteration 43Q: 3 clusters Score -508046.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -508050.281250 Penalty: 2770.548340
	Iteration 44Q: 3 clusters Score -508050.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -508057.937500 Penalty: 2770.548340
	Iteration 45Q: 3 clusters Score -508057.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -508063.687500 Penalty: 2770.548340
	Iteration 46Q: 3 clusters Score -508063.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -508070.687500 Penalty: 2770.548340
	Iteration 47Q: 3 clusters Score -508070.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -508077.812500 Penalty: 2770.548340
	Iteration 48Q: 3 clusters Score -508077.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -508088.156250 Penalty: 2770.548340
	Iteration 49Q: 3 clusters Score -508088.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -508102.343750 Penalty: 2770.548340
	Iteration 50Q: 3 clusters Score -508102.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -508111.281250 Penalty: 2770.548340
	Iteration 51Q: 3 clusters Score -508111.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -508121.156250 Penalty: 2770.548340
	Iteration 52Q: 3 clusters Score -508121.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -508129.750000 Penalty: 2770.548340
	Iteration 53Q: 3 clusters Score -508129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -508136.218750 Penalty: 2770.548340
	Iteration 54Q: 3 clusters Score -508136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -508138.843750 Penalty: 2770.548340
	Iteration 55Q: 3 clusters Score -508138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -508140.562500 Penalty: 2770.548340
	Iteration 56Q: 3 clusters Score -508140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -508142.531250 Penalty: 2770.548340
	Iteration 57Q: 3 clusters Score -508142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -508143.281250 Penalty: 2770.548340
	Iteration 58Q: 3 clusters Score -508143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -508146.281250 Penalty: 2770.548340
	Iteration 59Q: 3 clusters Score -508146.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -508146.937500 Penalty: 2770.548340
	Iteration 60F: 3 clusters Score -508146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -508147.375000 Penalty: 2770.548340
	Iteration 61Q: 3 clusters Score -508147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -508148.437500 Penalty: 2770.548340
	Iteration 62Q: 3 clusters Score -508148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -508149.468750 Penalty: 2770.548340
	Iteration 63Q: 3 clusters Score -508149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -508150.593750 Penalty: 2770.548340
	Iteration 64Q: 3 clusters Score -508150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -508151.156250 Penalty: 2770.548340
	Iteration 65Q: 3 clusters Score -508151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -508151.687500 Penalty: 2770.548340
	Iteration 66Q: 3 clusters Score -508151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -508153.656250 Penalty: 2770.548340
	Iteration 67Q: 3 clusters Score -508153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -508155.031250 Penalty: 2770.548340
	Iteration 68Q: 3 clusters Score -508155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -508155.781250 Penalty: 2770.548340
	Iteration 69Q: 3 clusters Score -508155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -508156.500000 Penalty: 2770.548340
	Iteration 70Q: 3 clusters Score -508156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -508156.656250 Penalty: 2770.548340
	Iteration 71Q: 3 clusters Score -508156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -508156.937500 Penalty: 2770.548340
	Iteration 72Q: 3 clusters Score -508156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -508156.937500 Penalty: 2770.548340
	Iteration 73F: 3 clusters Score -508156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -303143.187500 Penalty: 1308.808350
	Iteration 0F: 2 clusters Score -303143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -300301.125000 Penalty: 2617.616699
	Iteration 0F: 3 clusters Score -300301.1 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -301101.718750 Penalty: 2617.616699
	Iteration 1F: 3 clusters Score -301101.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -301406.656250 Penalty: 2617.616699
	Iteration 2F: 3 clusters Score -301406.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301708.343750 Penalty: 2617.616699
	Iteration 3F: 3 clusters Score -301708.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -301929.062500 Penalty: 2617.616699
	Iteration 4F: 3 clusters Score -301929.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -302068.437500 Penalty: 2617.616699
	Iteration 5F: 3 clusters Score -302068.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -302153.593750 Penalty: 2617.616699
	Iteration 6Q: 3 clusters Score -302153.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -302214.937500 Penalty: 2617.616699
	Iteration 7Q: 3 clusters Score -302214.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -302277.156250 Penalty: 2617.616699
	Iteration 8Q: 3 clusters Score -302277.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -302320.687500 Penalty: 2617.616699
	Iteration 9Q: 3 clusters Score -302320.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -302349.156250 Penalty: 2617.616699
	Iteration 10Q: 3 clusters Score -302349.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -302378.187500 Penalty: 2617.616699
	Iteration 11Q: 3 clusters Score -302378.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -302398.937500 Penalty: 2617.616699
	Iteration 12Q: 3 clusters Score -302398.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -302422.468750 Penalty: 2617.616699
	Iteration 13Q: 3 clusters Score -302422.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -302447.031250 Penalty: 2617.616699
	Iteration 14Q: 3 clusters Score -302447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -302473.718750 Penalty: 2617.616699
	Iteration 15Q: 3 clusters Score -302473.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -302519.125000 Penalty: 2617.616699
	Iteration 16Q: 3 clusters Score -302519.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -302579.031250 Penalty: 2617.616699
	Iteration 17Q: 3 clusters Score -302579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -302648.281250 Penalty: 2617.616699
	Iteration 18Q: 3 clusters Score -302648.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -302709.593750 Penalty: 2617.616699
	Iteration 19Q: 3 clusters Score -302709.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -302787.093750 Penalty: 2617.616699
	Iteration 20F: 3 clusters Score -302787.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -302925.468750 Penalty: 2617.616699
	Iteration 21Q: 3 clusters Score -302925.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -303023.343750 Penalty: 2617.616699
	Iteration 22Q: 3 clusters Score -303023.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -303079.875000 Penalty: 2617.616699
	Iteration 23Q: 3 clusters Score -303079.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -303118.562500 Penalty: 2617.616699
	Iteration 24Q: 3 clusters Score -303118.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -303153.125000 Penalty: 2617.616699
	Iteration 25Q: 3 clusters Score -303153.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -303181.468750 Penalty: 2617.616699
	Iteration 26Q: 3 clusters Score -303181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -303209.718750 Penalty: 2617.616699
	Iteration 27Q: 3 clusters Score -303209.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -303235.906250 Penalty: 2617.616699
	Iteration 28Q: 3 clusters Score -303235.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -303251.781250 Penalty: 2617.616699
	Iteration 29Q: 3 clusters Score -303251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -303261.093750 Penalty: 2617.616699
	Iteration 30Q: 3 clusters Score -303261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -303264.687500 Penalty: 2617.616699
	Iteration 31Q: 3 clusters Score -303264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -303270.593750 Penalty: 2617.616699
	Iteration 32Q: 3 clusters Score -303270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -303273.875000 Penalty: 2617.616699
	Iteration 33Q: 3 clusters Score -303273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -303276.531250 Penalty: 2617.616699
	Iteration 34Q: 3 clusters Score -303276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -303278.875000 Penalty: 2617.616699
	Iteration 35Q: 3 clusters Score -303278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -303281.406250 Penalty: 2617.616699
	Iteration 36Q: 3 clusters Score -303281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -303283.625000 Penalty: 2617.616699
	Iteration 37Q: 3 clusters Score -303283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -303286.375000 Penalty: 2617.616699
	Iteration 38Q: 3 clusters Score -303286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -303288.812500 Penalty: 2617.616699
	Iteration 39Q: 3 clusters Score -303288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -303288.812500 Penalty: 2617.616699
	Iteration 40F: 3 clusters Score -303288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Mstep: Class 44 contains 2596 members 
Entering Unmasked Estep 
Score: -54934828.000000 Penalty: 94598.937500
Splitting cluster 27 changes total score from -54935528.000000 to -54934828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (29609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Entering Unmasked Estep 
Score: -2997295.500000 Penalty: 1673.072998
	Iteration 0F: 2 clusters Score -2997296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2977350.500000 Penalty: 3346.145996
	Iteration 0F: 3 clusters Score -2977350 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2984769.250000 Penalty: 3346.145996
	Iteration 1F: 3 clusters Score -2984769 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2985093.250000 Penalty: 3346.145996
	Iteration 2Q: 3 clusters Score -2985093 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2985466.500000 Penalty: 3346.145996
	Iteration 3Q: 3 clusters Score -2985466 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2985981.250000 Penalty: 3346.145996
	Iteration 4Q: 3 clusters Score -2985981 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2986768.500000 Penalty: 3346.145996
	Iteration 5F: 3 clusters Score -2986768 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2987917.000000 Penalty: 3346.145996
	Iteration 6F: 3 clusters Score -2987917 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2989335.500000 Penalty: 3346.145996
	Iteration 7F: 3 clusters Score -2989336 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2990923.750000 Penalty: 3346.145996
	Iteration 8F: 3 clusters Score -2990924 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2992415.750000 Penalty: 3346.145996
	Iteration 9F: 3 clusters Score -2992416 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -2993586.250000 Penalty: 3346.145996
	Iteration 10Q: 3 clusters Score -2993586 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -2994464.250000 Penalty: 3346.145996
	Iteration 11Q: 3 clusters Score -2994464 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2995032.750000 Penalty: 3346.145996
	Iteration 12Q: 3 clusters Score -2995033 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -2995375.500000 Penalty: 3346.145996
	Iteration 13Q: 3 clusters Score -2995376 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -2995558.250000 Penalty: 3346.145996
	Iteration 14Q: 3 clusters Score -2995558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -2995653.250000 Penalty: 3346.145996
	Iteration 15Q: 3 clusters Score -2995653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -2995705.500000 Penalty: 3346.145996
	Iteration 16Q: 3 clusters Score -2995706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2995735.750000 Penalty: 3346.145996
	Iteration 17Q: 3 clusters Score -2995736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -2995746.500000 Penalty: 3346.145996
	Iteration 18Q: 3 clusters Score -2995746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -2995761.000000 Penalty: 3346.145996
	Iteration 19Q: 3 clusters Score -2995761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -2995766.250000 Penalty: 3346.145996
	Iteration 20F: 3 clusters Score -2995766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -2995766.000000 Penalty: 3346.145996
	Iteration 21Q: 3 clusters Score -2995766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -2995774.000000 Penalty: 3346.145996
	Iteration 22Q: 3 clusters Score -2995774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -2995776.000000 Penalty: 3346.145996
	Iteration 23Q: 3 clusters Score -2995776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -2995781.500000 Penalty: 3346.145996
	Iteration 24Q: 3 clusters Score -2995782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2995794.250000 Penalty: 3346.145996
	Iteration 25Q: 3 clusters Score -2995794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -2995797.750000 Penalty: 3346.145996
	Iteration 26Q: 3 clusters Score -2995798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2995803.750000 Penalty: 3346.145996
	Iteration 27Q: 3 clusters Score -2995804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -2995807.500000 Penalty: 3346.145996
	Iteration 28Q: 3 clusters Score -2995808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -2995809.500000 Penalty: 3346.145996
	Iteration 29Q: 3 clusters Score -2995810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -2995809.500000 Penalty: 3346.145996
	Iteration 30F: 3 clusters Score -2995810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -292210.593750 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -292210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -289518.312500 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -289518.3 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -290180.593750 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -290180.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -290315.968750 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -290316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290401.593750 Penalty: 2594.285156
	Iteration 3Q: 3 clusters Score -290401.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -290481.125000 Penalty: 2594.285156
	Iteration 4Q: 3 clusters Score -290481.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -290570.375000 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -290570.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -290657.187500 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -290657.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290766.781250 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -290766.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290868.906250 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -290868.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -290960.000000 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -290960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -291029.937500 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -291029.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -291077.343750 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -291077.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -291126.343750 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -291126.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -291172.250000 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -291172.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -291224.375000 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -291224.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -291297.406250 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -291297.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -291430.187500 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -291430.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -291609.250000 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -291609.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -291792.875000 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -291792.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -291873.500000 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -291873.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -291902.156250 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -291902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -291918.156250 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -291918.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -291933.687500 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -291933.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -291942.062500 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -291942.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -291947.843750 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -291947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -291952.218750 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -291952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -291955.562500 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -291955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -291955.906250 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -291955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -291956.093750 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -291956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -291956.468750 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -291956.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -291956.468750 Penalty: 2594.285156
	Iteration 30F: 3 clusters Score -291956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Entering Unmasked Estep 
Score: -2217061.250000 Penalty: 1624.508911
	Iteration 0F: 2 clusters Score -2217061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2202204.500000 Penalty: 3249.017822
	Iteration 0F: 3 clusters Score -2202204 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2207936.500000 Penalty: 3249.017822
	Iteration 1F: 3 clusters Score -2207936 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2208409.250000 Penalty: 3249.017822
	Iteration 2F: 3 clusters Score -2208409 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2208867.500000 Penalty: 3249.017822
	Iteration 3Q: 3 clusters Score -2208868 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2209277.000000 Penalty: 3249.017822
	Iteration 4Q: 3 clusters Score -2209277 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2209734.000000 Penalty: 3249.017822
	Iteration 5Q: 3 clusters Score -2209734 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2210235.000000 Penalty: 3249.017822
	Iteration 6Q: 3 clusters Score -2210235 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2210721.500000 Penalty: 3249.017822
	Iteration 7Q: 3 clusters Score -2210722 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2211176.250000 Penalty: 3249.017822
	Iteration 8Q: 3 clusters Score -2211176 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2211640.500000 Penalty: 3249.017822
	Iteration 9Q: 3 clusters Score -2211640 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2212166.000000 Penalty: 3249.017822
	Iteration 10Q: 3 clusters Score -2212166 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2212788.000000 Penalty: 3249.017822
	Iteration 11Q: 3 clusters Score -2212788 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2213487.750000 Penalty: 3249.017822
	Iteration 12Q: 3 clusters Score -2213488 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2214195.250000 Penalty: 3249.017822
	Iteration 13Q: 3 clusters Score -2214195 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2215011.000000 Penalty: 3249.017822
	Iteration 14Q: 3 clusters Score -2215011 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2215883.500000 Penalty: 3249.017822
	Iteration 15Q: 3 clusters Score -2215884 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2216434.000000 Penalty: 3249.017822
	Iteration 16Q: 3 clusters Score -2216434 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2216651.500000 Penalty: 3249.017822
	Iteration 17Q: 3 clusters Score -2216652 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2216774.000000 Penalty: 3249.017822
	Iteration 18Q: 3 clusters Score -2216774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2216839.750000 Penalty: 3249.017822
	Iteration 19Q: 3 clusters Score -2216840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2216877.500000 Penalty: 3249.017822
	Iteration 20F: 3 clusters Score -2216878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2216904.250000 Penalty: 3249.017822
	Iteration 21Q: 3 clusters Score -2216904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2216925.000000 Penalty: 3249.017822
	Iteration 22Q: 3 clusters Score -2216925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2216947.500000 Penalty: 3249.017822
	Iteration 23Q: 3 clusters Score -2216948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2216963.250000 Penalty: 3249.017822
	Iteration 24Q: 3 clusters Score -2216963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2216975.000000 Penalty: 3249.017822
	Iteration 25Q: 3 clusters Score -2216975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2216985.500000 Penalty: 3249.017822
	Iteration 26Q: 3 clusters Score -2216986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2216990.250000 Penalty: 3249.017822
	Iteration 27Q: 3 clusters Score -2216990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2217004.250000 Penalty: 3249.017822
	Iteration 28Q: 3 clusters Score -2217004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2217008.250000 Penalty: 3249.017822
	Iteration 29Q: 3 clusters Score -2217008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2217009.250000 Penalty: 3249.017822
	Iteration 30Q: 3 clusters Score -2217009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2217017.000000 Penalty: 3249.017822
	Iteration 31Q: 3 clusters Score -2217017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2217026.750000 Penalty: 3249.017822
	Iteration 32Q: 3 clusters Score -2217027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2217039.000000 Penalty: 3249.017822
	Iteration 33Q: 3 clusters Score -2217039 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2217048.000000 Penalty: 3249.017822
	Iteration 34Q: 3 clusters Score -2217048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2217060.500000 Penalty: 3249.017822
	Iteration 35Q: 3 clusters Score -2217060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2217077.250000 Penalty: 3249.017822
	Iteration 36Q: 3 clusters Score -2217077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2217093.750000 Penalty: 3249.017822
	Iteration 37Q: 3 clusters Score -2217094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2217099.250000 Penalty: 3249.017822
	Iteration 38Q: 3 clusters Score -2217099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2217115.500000 Penalty: 3249.017822
	Iteration 39Q: 3 clusters Score -2217116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2217132.250000 Penalty: 3249.017822
	Iteration 40F: 3 clusters Score -2217132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2217139.500000 Penalty: 3249.017822
	Iteration 41Q: 3 clusters Score -2217140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2217147.000000 Penalty: 3249.017822
	Iteration 42Q: 3 clusters Score -2217147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2217156.000000 Penalty: 3249.017822
	Iteration 43Q: 3 clusters Score -2217156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2217161.500000 Penalty: 3249.017822
	Iteration 44Q: 3 clusters Score -2217162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2217169.750000 Penalty: 3249.017822
	Iteration 45Q: 3 clusters Score -2217170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2217183.500000 Penalty: 3249.017822
	Iteration 46Q: 3 clusters Score -2217184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2217190.000000 Penalty: 3249.017822
	Iteration 47Q: 3 clusters Score -2217190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2217203.750000 Penalty: 3249.017822
	Iteration 48Q: 3 clusters Score -2217204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2217208.750000 Penalty: 3249.017822
	Iteration 49Q: 3 clusters Score -2217209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2217228.500000 Penalty: 3249.017822
	Iteration 50Q: 3 clusters Score -2217228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2217234.000000 Penalty: 3249.017822
	Iteration 51Q: 3 clusters Score -2217234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2217236.500000 Penalty: 3249.017822
	Iteration 52Q: 3 clusters Score -2217236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2217252.500000 Penalty: 3249.017822
	Iteration 53Q: 3 clusters Score -2217252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2217272.250000 Penalty: 3249.017822
	Iteration 54Q: 3 clusters Score -2217272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2217286.750000 Penalty: 3249.017822
	Iteration 55Q: 3 clusters Score -2217287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2217298.750000 Penalty: 3249.017822
	Iteration 56Q: 3 clusters Score -2217299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2217312.500000 Penalty: 3249.017822
	Iteration 57Q: 3 clusters Score -2217312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2217316.500000 Penalty: 3249.017822
	Iteration 58Q: 3 clusters Score -2217316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2217326.250000 Penalty: 3249.017822
	Iteration 59Q: 3 clusters Score -2217326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2217332.750000 Penalty: 3249.017822
	Iteration 60F: 3 clusters Score -2217333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2217336.250000 Penalty: 3249.017822
	Iteration 61Q: 3 clusters Score -2217336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2217344.750000 Penalty: 3249.017822
	Iteration 62Q: 3 clusters Score -2217345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2217349.000000 Penalty: 3249.017822
	Iteration 63Q: 3 clusters Score -2217349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2217350.750000 Penalty: 3249.017822
	Iteration 64Q: 3 clusters Score -2217351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2217357.500000 Penalty: 3249.017822
	Iteration 65Q: 3 clusters Score -2217358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2217364.000000 Penalty: 3249.017822
	Iteration 66Q: 3 clusters Score -2217364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2217369.250000 Penalty: 3249.017822
	Iteration 67Q: 3 clusters Score -2217369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2217371.250000 Penalty: 3249.017822
	Iteration 68Q: 3 clusters Score -2217371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2217374.000000 Penalty: 3249.017822
	Iteration 69Q: 3 clusters Score -2217374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2217386.250000 Penalty: 3249.017822
	Iteration 70Q: 3 clusters Score -2217386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2217397.750000 Penalty: 3249.017822
	Iteration 71Q: 3 clusters Score -2217398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2217402.500000 Penalty: 3249.017822
	Iteration 72Q: 3 clusters Score -2217402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2217407.250000 Penalty: 3249.017822
	Iteration 73Q: 3 clusters Score -2217407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2217417.750000 Penalty: 3249.017822
	Iteration 74Q: 3 clusters Score -2217418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2217419.750000 Penalty: 3249.017822
	Iteration 75Q: 3 clusters Score -2217420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2217430.500000 Penalty: 3249.017822
	Iteration 76Q: 3 clusters Score -2217430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2217435.000000 Penalty: 3249.017822
	Iteration 77Q: 3 clusters Score -2217435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2217439.500000 Penalty: 3249.017822
	Iteration 78Q: 3 clusters Score -2217440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2217452.500000 Penalty: 3249.017822
	Iteration 79Q: 3 clusters Score -2217452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2217460.500000 Penalty: 3249.017822
	Iteration 80F: 3 clusters Score -2217460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2217470.250000 Penalty: 3249.017822
	Iteration 81Q: 3 clusters Score -2217470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2217479.750000 Penalty: 3249.017822
	Iteration 82Q: 3 clusters Score -2217480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2217492.500000 Penalty: 3249.017822
	Iteration 83Q: 3 clusters Score -2217492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2217494.250000 Penalty: 3249.017822
	Iteration 84Q: 3 clusters Score -2217494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2217498.750000 Penalty: 3249.017822
	Iteration 85Q: 3 clusters Score -2217499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2217498.750000 Penalty: 3249.017822
	Iteration 86Q: 3 clusters Score -2217499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2217501.250000 Penalty: 3249.017822
	Iteration 87Q: 3 clusters Score -2217501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2217501.750000 Penalty: 3249.017822
	Iteration 88Q: 3 clusters Score -2217502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2217509.750000 Penalty: 3249.017822
	Iteration 89Q: 3 clusters Score -2217510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2217511.750000 Penalty: 3249.017822
	Iteration 90Q: 3 clusters Score -2217512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2217515.250000 Penalty: 3249.017822
	Iteration 91Q: 3 clusters Score -2217515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2217521.250000 Penalty: 3249.017822
	Iteration 92Q: 3 clusters Score -2217521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2217521.250000 Penalty: 3249.017822
	Iteration 93Q: 3 clusters Score -2217521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2217524.500000 Penalty: 3249.017822
	Iteration 94Q: 3 clusters Score -2217524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2217534.250000 Penalty: 3249.017822
	Iteration 95Q: 3 clusters Score -2217534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2217531.250000 Penalty: 3249.017822
	Iteration 96Q: 3 clusters Score -2217531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2217532.000000 Penalty: 3249.017822
	Iteration 97Q: 3 clusters Score -2217532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2217534.750000 Penalty: 3249.017822
	Iteration 98Q: 3 clusters Score -2217535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2217538.500000 Penalty: 3249.017822
	Iteration 99Q: 3 clusters Score -2217538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2217542.000000 Penalty: 3249.017822
	Iteration 100F: 3 clusters Score -2217542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2217540.750000 Penalty: 3249.017822
	Iteration 101Q: 3 clusters Score -2217541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2217544.750000 Penalty: 3249.017822
	Iteration 102Q: 3 clusters Score -2217545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2217541.750000 Penalty: 3249.017822
	Iteration 103Q: 3 clusters Score -2217542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2217542.250000 Penalty: 3249.017822
	Iteration 104Q: 3 clusters Score -2217542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2217547.250000 Penalty: 3249.017822
	Iteration 105Q: 3 clusters Score -2217547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2217546.250000 Penalty: 3249.017822
	Iteration 106Q: 3 clusters Score -2217546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2217544.750000 Penalty: 3249.017822
	Iteration 107Q: 3 clusters Score -2217545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2217548.500000 Penalty: 3249.017822
	Iteration 108Q: 3 clusters Score -2217548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2217548.750000 Penalty: 3249.017822
	Iteration 109Q: 3 clusters Score -2217549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2217545.000000 Penalty: 3249.017822
	Iteration 110Q: 3 clusters Score -2217545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2217546.500000 Penalty: 3249.017822
	Iteration 111Q: 3 clusters Score -2217546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2217544.000000 Penalty: 3249.017822
	Iteration 112Q: 3 clusters Score -2217544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2217548.500000 Penalty: 3249.017822
	Iteration 113Q: 3 clusters Score -2217548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2217553.500000 Penalty: 3249.017822
	Iteration 114Q: 3 clusters Score -2217554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2217552.500000 Penalty: 3249.017822
	Iteration 115Q: 3 clusters Score -2217552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2217561.500000 Penalty: 3249.017822
	Iteration 116Q: 3 clusters Score -2217562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2217567.000000 Penalty: 3249.017822
	Iteration 117Q: 3 clusters Score -2217567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2217579.000000 Penalty: 3249.017822
	Iteration 118Q: 3 clusters Score -2217579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2217598.500000 Penalty: 3249.017822
	Iteration 119Q: 3 clusters Score -2217598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2217596.750000 Penalty: 3249.017822
	Iteration 120F: 3 clusters Score -2217597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2217596.500000 Penalty: 3249.017822
	Iteration 121Q: 3 clusters Score -2217596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2217604.750000 Penalty: 3249.017822
	Iteration 122Q: 3 clusters Score -2217605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2217610.750000 Penalty: 3249.017822
	Iteration 123Q: 3 clusters Score -2217611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2217618.750000 Penalty: 3249.017822
	Iteration 124Q: 3 clusters Score -2217619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2217624.750000 Penalty: 3249.017822
	Iteration 125Q: 3 clusters Score -2217625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2217635.500000 Penalty: 3249.017822
	Iteration 126Q: 3 clusters Score -2217636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2217641.750000 Penalty: 3249.017822
	Iteration 127Q: 3 clusters Score -2217642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2217636.500000 Penalty: 3249.017822
	Iteration 128Q: 3 clusters Score -2217636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2217637.750000 Penalty: 3249.017822
	Iteration 129Q: 3 clusters Score -2217638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2217639.250000 Penalty: 3249.017822
	Iteration 130Q: 3 clusters Score -2217639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2217637.750000 Penalty: 3249.017822
	Iteration 131Q: 3 clusters Score -2217638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2217636.500000 Penalty: 3249.017822
	Iteration 132Q: 3 clusters Score -2217636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2217633.250000 Penalty: 3249.017822
	Iteration 133Q: 3 clusters Score -2217633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2217633.500000 Penalty: 3249.017822
	Iteration 134Q: 3 clusters Score -2217634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2217633.000000 Penalty: 3249.017822
	Iteration 135Q: 3 clusters Score -2217633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2217634.250000 Penalty: 3249.017822
	Iteration 136Q: 3 clusters Score -2217634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2217634.250000 Penalty: 3249.017822
	Iteration 137F: 3 clusters Score -2217634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 10047 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Mstep: Class 44 contains 11913 members 
Entering Unmasked Estep 
Score: -54935448.000000 Penalty: 94598.937500
Splitting cluster 30 changes total score from -54935528.000000 to -54935448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Entering Unmasked Estep 
Score: -673091.437500 Penalty: 1428.344482
	Iteration 0F: 2 clusters Score -673091.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -668082.187500 Penalty: 2856.688965
	Iteration 0F: 3 clusters Score -668082.2 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -669555.625000 Penalty: 2856.688965
	Iteration 1F: 3 clusters Score -669555.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -669859.187500 Penalty: 2856.688965
	Iteration 2F: 3 clusters Score -669859.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -670054.000000 Penalty: 2856.688965
	Iteration 3F: 3 clusters Score -670054 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -670182.062500 Penalty: 2856.688965
	Iteration 4Q: 3 clusters Score -670182.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -670285.562500 Penalty: 2856.688965
	Iteration 5Q: 3 clusters Score -670285.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -670388.250000 Penalty: 2856.688965
	Iteration 6Q: 3 clusters Score -670388.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -670504.937500 Penalty: 2856.688965
	Iteration 7Q: 3 clusters Score -670504.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -670671.125000 Penalty: 2856.688965
	Iteration 8Q: 3 clusters Score -670671.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -670919.812500 Penalty: 2856.688965
	Iteration 9Q: 3 clusters Score -670919.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -671244.875000 Penalty: 2856.688965
	Iteration 10F: 3 clusters Score -671244.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -671592.312500 Penalty: 2856.688965
	Iteration 11F: 3 clusters Score -671592.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -671835.562500 Penalty: 2856.688965
	Iteration 12Q: 3 clusters Score -671835.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -672003.750000 Penalty: 2856.688965
	Iteration 13Q: 3 clusters Score -672003.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -672125.062500 Penalty: 2856.688965
	Iteration 14Q: 3 clusters Score -672125.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -672203.625000 Penalty: 2856.688965
	Iteration 15Q: 3 clusters Score -672203.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -672253.437500 Penalty: 2856.688965
	Iteration 16Q: 3 clusters Score -672253.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -672284.437500 Penalty: 2856.688965
	Iteration 17Q: 3 clusters Score -672284.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -672311.687500 Penalty: 2856.688965
	Iteration 18Q: 3 clusters Score -672311.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -672334.500000 Penalty: 2856.688965
	Iteration 19Q: 3 clusters Score -672334.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -672352.750000 Penalty: 2856.688965
	Iteration 20F: 3 clusters Score -672352.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -672369.812500 Penalty: 2856.688965
	Iteration 21Q: 3 clusters Score -672369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -672380.937500 Penalty: 2856.688965
	Iteration 22Q: 3 clusters Score -672380.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -672386.375000 Penalty: 2856.688965
	Iteration 23Q: 3 clusters Score -672386.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -672393.000000 Penalty: 2856.688965
	Iteration 24Q: 3 clusters Score -672393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -672400.250000 Penalty: 2856.688965
	Iteration 25Q: 3 clusters Score -672400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -672408.000000 Penalty: 2856.688965
	Iteration 26Q: 3 clusters Score -672408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -672412.937500 Penalty: 2856.688965
	Iteration 27Q: 3 clusters Score -672412.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -672417.250000 Penalty: 2856.688965
	Iteration 28Q: 3 clusters Score -672417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -672419.937500 Penalty: 2856.688965
	Iteration 29Q: 3 clusters Score -672419.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -672424.875000 Penalty: 2856.688965
	Iteration 30Q: 3 clusters Score -672424.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -672432.312500 Penalty: 2856.688965
	Iteration 31Q: 3 clusters Score -672432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -672436.562500 Penalty: 2856.688965
	Iteration 32Q: 3 clusters Score -672436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -672441.062500 Penalty: 2856.688965
	Iteration 33Q: 3 clusters Score -672441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -672442.562500 Penalty: 2856.688965
	Iteration 34Q: 3 clusters Score -672442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -672445.250000 Penalty: 2856.688965
	Iteration 35Q: 3 clusters Score -672445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -672446.250000 Penalty: 2856.688965
	Iteration 36Q: 3 clusters Score -672446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -672449.875000 Penalty: 2856.688965
	Iteration 37Q: 3 clusters Score -672449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -672451.562500 Penalty: 2856.688965
	Iteration 38Q: 3 clusters Score -672451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -672452.687500 Penalty: 2856.688965
	Iteration 39Q: 3 clusters Score -672452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -672453.187500 Penalty: 2856.688965
	Iteration 40F: 3 clusters Score -672453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -672454.687500 Penalty: 2856.688965
	Iteration 41Q: 3 clusters Score -672454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -672453.875000 Penalty: 2856.688965
	Iteration 42Q: 3 clusters Score -672453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -672453.875000 Penalty: 2856.688965
	Iteration 43F: 3 clusters Score -672453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -607650.875000 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -607650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -602839.625000 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -602839.6 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -604369.187500 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -604369.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -604721.750000 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -604721.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -605039.062500 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -605039.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -605334.875000 Penalty: 2838.365723
	Iteration 4F: 3 clusters Score -605334.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -605566.312500 Penalty: 2838.365723
	Iteration 5F: 3 clusters Score -605566.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -605722.687500 Penalty: 2838.365723
	Iteration 6Q: 3 clusters Score -605722.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -605826.250000 Penalty: 2838.365723
	Iteration 7Q: 3 clusters Score -605826.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -605916.062500 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -605916.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -605989.312500 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -605989.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -606040.312500 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -606040.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -606080.187500 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -606080.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -606118.312500 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -606118.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -606160.375000 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -606160.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -606202.750000 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -606202.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -606242.562500 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -606242.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -606273.000000 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -606273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -606301.937500 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -606301.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -606332.187500 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -606332.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -606358.250000 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -606358.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -606379.250000 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -606379.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -606400.375000 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -606400.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -606432.062500 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -606432.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -606495.500000 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -606495.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -606557.062500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -606557.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -606613.000000 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -606613 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -606664.687500 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -606664.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -606699.187500 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -606699.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -606730.750000 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -606730.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -606749.625000 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -606749.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -606765.062500 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -606765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -606784.875000 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -606784.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -606804.875000 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -606804.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -606816.437500 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -606816.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -606823.500000 Penalty: 2838.365723
	Iteration 34Q: 3 clusters Score -606823.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -606832.687500 Penalty: 2838.365723
	Iteration 35Q: 3 clusters Score -606832.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -606840.625000 Penalty: 2838.365723
	Iteration 36Q: 3 clusters Score -606840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -606849.312500 Penalty: 2838.365723
	Iteration 37Q: 3 clusters Score -606849.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -606857.625000 Penalty: 2838.365723
	Iteration 38Q: 3 clusters Score -606857.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -606864.312500 Penalty: 2838.365723
	Iteration 39Q: 3 clusters Score -606864.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -606871.375000 Penalty: 2838.365723
	Iteration 40F: 3 clusters Score -606871.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -606880.000000 Penalty: 2838.365723
	Iteration 41Q: 3 clusters Score -606880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -606882.875000 Penalty: 2838.365723
	Iteration 42Q: 3 clusters Score -606882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -606888.687500 Penalty: 2838.365723
	Iteration 43Q: 3 clusters Score -606888.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -606895.312500 Penalty: 2838.365723
	Iteration 44Q: 3 clusters Score -606895.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -606903.562500 Penalty: 2838.365723
	Iteration 45Q: 3 clusters Score -606903.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -606909.687500 Penalty: 2838.365723
	Iteration 46Q: 3 clusters Score -606909.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -606911.937500 Penalty: 2838.365723
	Iteration 47Q: 3 clusters Score -606911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -606913.687500 Penalty: 2838.365723
	Iteration 48Q: 3 clusters Score -606913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -606916.187500 Penalty: 2838.365723
	Iteration 49Q: 3 clusters Score -606916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -606920.062500 Penalty: 2838.365723
	Iteration 50Q: 3 clusters Score -606920.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -606923.312500 Penalty: 2838.365723
	Iteration 51Q: 3 clusters Score -606923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -606925.812500 Penalty: 2838.365723
	Iteration 52Q: 3 clusters Score -606925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -606926.187500 Penalty: 2838.365723
	Iteration 53Q: 3 clusters Score -606926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -606927.062500 Penalty: 2838.365723
	Iteration 54Q: 3 clusters Score -606927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -606927.062500 Penalty: 2838.365723
	Iteration 55Q: 3 clusters Score -606927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -606926.875000 Penalty: 2838.365723
	Iteration 56Q: 3 clusters Score -606926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -606926.500000 Penalty: 2838.365723
	Iteration 57Q: 3 clusters Score -606926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -606926.500000 Penalty: 2838.365723
	Iteration 58F: 3 clusters Score -606926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -358635.750000 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -358635.8 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 1836 members 
Entering Unmasked Estep 
Score: -355534.937500 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -355534.9 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -356429.906250 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -356429.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -356746.812500 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -356746.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -357091.718750 Penalty: 2671.805908
	Iteration 3F: 3 clusters Score -357091.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -357387.093750 Penalty: 2671.805908
	Iteration 4F: 3 clusters Score -357387.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -357600.343750 Penalty: 2671.805908
	Iteration 5F: 3 clusters Score -357600.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -357753.281250 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -357753.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -357842.625000 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -357842.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -357896.875000 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -357896.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -357927.843750 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -357927.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -357943.000000 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -357943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -357948.625000 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -357948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357951.718750 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -357951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -357952.375000 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -357952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -357953.812500 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -357953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -357954.625000 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -357954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -357954.937500 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -357954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -357955.531250 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -357955.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -357955.531250 Penalty: 2671.805908
	Iteration 18F: 3 clusters Score -357955.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51420.296875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -51420.3 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 298 members 
Entering Unmasked Estep 
Score: -50392.902344 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -50392.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50564.703125 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -50564.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50618.140625 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -50618.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50652.972656 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -50652.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50671.093750 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -50671.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50680.242188 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -50680.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50687.707031 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -50687.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50693.503906 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -50693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50694.210938 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -50694.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50694.718750 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -50694.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50694.718750 Penalty: 2053.078613
	Iteration 10F: 3 clusters Score -50694.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -397439.031250 Penalty: 1345.409668
	Iteration 0F: 2 clusters Score -397439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -394113.593750 Penalty: 2690.819336
	Iteration 0F: 3 clusters Score -394113.6 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -395054.625000 Penalty: 2690.819336
	Iteration 1F: 3 clusters Score -395054.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -395301.750000 Penalty: 2690.819336
	Iteration 2F: 3 clusters Score -395301.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -395513.500000 Penalty: 2690.819336
	Iteration 3F: 3 clusters Score -395513.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -395745.218750 Penalty: 2690.819336
	Iteration 4F: 3 clusters Score -395745.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -395937.718750 Penalty: 2690.819336
	Iteration 5F: 3 clusters Score -395937.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396072.281250 Penalty: 2690.819336
	Iteration 6Q: 3 clusters Score -396072.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -396175.187500 Penalty: 2690.819336
	Iteration 7Q: 3 clusters Score -396175.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -396239.937500 Penalty: 2690.819336
	Iteration 8Q: 3 clusters Score -396239.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -396290.750000 Penalty: 2690.819336
	Iteration 9Q: 3 clusters Score -396290.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -396327.125000 Penalty: 2690.819336
	Iteration 10Q: 3 clusters Score -396327.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -396358.812500 Penalty: 2690.819336
	Iteration 11Q: 3 clusters Score -396358.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -396384.281250 Penalty: 2690.819336
	Iteration 12Q: 3 clusters Score -396384.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -396410.062500 Penalty: 2690.819336
	Iteration 13Q: 3 clusters Score -396410.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -396438.437500 Penalty: 2690.819336
	Iteration 14Q: 3 clusters Score -396438.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -396469.562500 Penalty: 2690.819336
	Iteration 15Q: 3 clusters Score -396469.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -396496.906250 Penalty: 2690.819336
	Iteration 16Q: 3 clusters Score -396496.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -396526.656250 Penalty: 2690.819336
	Iteration 17Q: 3 clusters Score -396526.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -396551.093750 Penalty: 2690.819336
	Iteration 18Q: 3 clusters Score -396551.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -396577.750000 Penalty: 2690.819336
	Iteration 19Q: 3 clusters Score -396577.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -396597.531250 Penalty: 2690.819336
	Iteration 20F: 3 clusters Score -396597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -396612.437500 Penalty: 2690.819336
	Iteration 21Q: 3 clusters Score -396612.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -396620.625000 Penalty: 2690.819336
	Iteration 22Q: 3 clusters Score -396620.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -396630.187500 Penalty: 2690.819336
	Iteration 23Q: 3 clusters Score -396630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -396637.812500 Penalty: 2690.819336
	Iteration 24Q: 3 clusters Score -396637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -396644.000000 Penalty: 2690.819336
	Iteration 25Q: 3 clusters Score -396644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -396649.062500 Penalty: 2690.819336
	Iteration 26Q: 3 clusters Score -396649.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -396652.031250 Penalty: 2690.819336
	Iteration 27Q: 3 clusters Score -396652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -396657.750000 Penalty: 2690.819336
	Iteration 28Q: 3 clusters Score -396657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -396660.218750 Penalty: 2690.819336
	Iteration 29Q: 3 clusters Score -396660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -396662.875000 Penalty: 2690.819336
	Iteration 30Q: 3 clusters Score -396662.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -396665.031250 Penalty: 2690.819336
	Iteration 31Q: 3 clusters Score -396665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396665.937500 Penalty: 2690.819336
	Iteration 32Q: 3 clusters Score -396665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396667.968750 Penalty: 2690.819336
	Iteration 33Q: 3 clusters Score -396668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -396668.187500 Penalty: 2690.819336
	Iteration 34Q: 3 clusters Score -396668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -396668.875000 Penalty: 2690.819336
	Iteration 35Q: 3 clusters Score -396668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -396671.687500 Penalty: 2690.819336
	Iteration 36Q: 3 clusters Score -396671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -396671.687500 Penalty: 2690.819336
	Iteration 37Q: 3 clusters Score -396671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -396671.687500 Penalty: 2690.819336
	Iteration 38F: 3 clusters Score -396671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -636738.625000 Penalty: 1425.926270
	Iteration 0F: 2 clusters Score -636738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -631901.625000 Penalty: 2851.852539
	Iteration 0F: 3 clusters Score -631901.6 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -633281.687500 Penalty: 2851.852539
	Iteration 1F: 3 clusters Score -633281.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -633474.062500 Penalty: 2851.852539
	Iteration 2F: 3 clusters Score -633474.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -633616.500000 Penalty: 2851.852539
	Iteration 3Q: 3 clusters Score -633616.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -633744.375000 Penalty: 2851.852539
	Iteration 4Q: 3 clusters Score -633744.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -633872.750000 Penalty: 2851.852539
	Iteration 5Q: 3 clusters Score -633872.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -634028.625000 Penalty: 2851.852539
	Iteration 6Q: 3 clusters Score -634028.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -634245.125000 Penalty: 2851.852539
	Iteration 7Q: 3 clusters Score -634245.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -634542.750000 Penalty: 2851.852539
	Iteration 8F: 3 clusters Score -634542.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -634901.562500 Penalty: 2851.852539
	Iteration 9F: 3 clusters Score -634901.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -635248.687500 Penalty: 2851.852539
	Iteration 10F: 3 clusters Score -635248.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -635450.937500 Penalty: 2851.852539
	Iteration 11Q: 3 clusters Score -635450.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -635566.500000 Penalty: 2851.852539
	Iteration 12Q: 3 clusters Score -635566.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -635661.125000 Penalty: 2851.852539
	Iteration 13Q: 3 clusters Score -635661.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -635770.125000 Penalty: 2851.852539
	Iteration 14Q: 3 clusters Score -635770.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -635915.812500 Penalty: 2851.852539
	Iteration 15Q: 3 clusters Score -635915.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -636123.375000 Penalty: 2851.852539
	Iteration 16Q: 3 clusters Score -636123.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -636353.187500 Penalty: 2851.852539
	Iteration 17Q: 3 clusters Score -636353.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -636509.500000 Penalty: 2851.852539
	Iteration 18Q: 3 clusters Score -636509.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -636630.187500 Penalty: 2851.852539
	Iteration 19Q: 3 clusters Score -636630.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -636703.500000 Penalty: 2851.852539
	Iteration 20F: 3 clusters Score -636703.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -636766.750000 Penalty: 2851.852539
	Iteration 21Q: 3 clusters Score -636766.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -636853.312500 Penalty: 2851.852539
	Iteration 22Q: 3 clusters Score -636853.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -636945.687500 Penalty: 2851.852539
	Iteration 23Q: 3 clusters Score -636945.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -637024.562500 Penalty: 2851.852539
	Iteration 24Q: 3 clusters Score -637024.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -637052.750000 Penalty: 2851.852539
	Iteration 25Q: 3 clusters Score -637052.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -637059.500000 Penalty: 2851.852539
	Iteration 26Q: 3 clusters Score -637059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -637060.812500 Penalty: 2851.852539
	Iteration 27Q: 3 clusters Score -637060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -637060.812500 Penalty: 2851.852539
	Iteration 28F: 3 clusters Score -637060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 1765 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Mstep: Class 44 contains 4705 members 
Entering Unmasked Estep 
Score: -54935080.000000 Penalty: 94598.937500
Splitting cluster 36 changes total score from -54935528.000000 to -54935080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -455640.343750 Penalty: 1394.277222
	Iteration 0F: 2 clusters Score -455640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -451575.218750 Penalty: 2788.554443
	Iteration 0F: 3 clusters Score -451575.2 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -453259.968750 Penalty: 2788.554443
	Iteration 1F: 3 clusters Score -453260 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -453824.500000 Penalty: 2788.554443
	Iteration 2F: 3 clusters Score -453824.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -454238.031250 Penalty: 2788.554443
	Iteration 3F: 3 clusters Score -454238 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -454554.437500 Penalty: 2788.554443
	Iteration 4F: 3 clusters Score -454554.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -454787.468750 Penalty: 2788.554443
	Iteration 5Q: 3 clusters Score -454787.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -454940.281250 Penalty: 2788.554443
	Iteration 6Q: 3 clusters Score -454940.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -455031.343750 Penalty: 2788.554443
	Iteration 7Q: 3 clusters Score -455031.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -455102.312500 Penalty: 2788.554443
	Iteration 8Q: 3 clusters Score -455102.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -455151.656250 Penalty: 2788.554443
	Iteration 9Q: 3 clusters Score -455151.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -455192.281250 Penalty: 2788.554443
	Iteration 10Q: 3 clusters Score -455192.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -455219.718750 Penalty: 2788.554443
	Iteration 11Q: 3 clusters Score -455219.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -455239.781250 Penalty: 2788.554443
	Iteration 12Q: 3 clusters Score -455239.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -455260.062500 Penalty: 2788.554443
	Iteration 13Q: 3 clusters Score -455260.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -455273.031250 Penalty: 2788.554443
	Iteration 14Q: 3 clusters Score -455273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -455286.062500 Penalty: 2788.554443
	Iteration 15Q: 3 clusters Score -455286.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -455307.187500 Penalty: 2788.554443
	Iteration 16Q: 3 clusters Score -455307.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -455332.843750 Penalty: 2788.554443
	Iteration 17Q: 3 clusters Score -455332.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -455366.593750 Penalty: 2788.554443
	Iteration 18Q: 3 clusters Score -455366.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -455387.531250 Penalty: 2788.554443
	Iteration 19Q: 3 clusters Score -455387.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -455395.625000 Penalty: 2788.554443
	Iteration 20F: 3 clusters Score -455395.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -455403.843750 Penalty: 2788.554443
	Iteration 21Q: 3 clusters Score -455403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -455408.281250 Penalty: 2788.554443
	Iteration 22Q: 3 clusters Score -455408.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -455412.968750 Penalty: 2788.554443
	Iteration 23Q: 3 clusters Score -455413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -455414.531250 Penalty: 2788.554443
	Iteration 24Q: 3 clusters Score -455414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -455416.125000 Penalty: 2788.554443
	Iteration 25Q: 3 clusters Score -455416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -455417.343750 Penalty: 2788.554443
	Iteration 26Q: 3 clusters Score -455417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -455418.750000 Penalty: 2788.554443
	Iteration 27Q: 3 clusters Score -455418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -455420.000000 Penalty: 2788.554443
	Iteration 28Q: 3 clusters Score -455420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -455419.500000 Penalty: 2788.554443
	Iteration 29Q: 3 clusters Score -455419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -455419.500000 Penalty: 2788.554443
	Iteration 30F: 3 clusters Score -455419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Entering Unmasked Estep 
Score: -2315406.500000 Penalty: 1629.177124
	Iteration 0F: 2 clusters Score -2315406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2300108.250000 Penalty: 3258.354248
	Iteration 0F: 3 clusters Score -2300108 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2306016.750000 Penalty: 3258.354248
	Iteration 1F: 3 clusters Score -2306017 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2306453.000000 Penalty: 3258.354248
	Iteration 2F: 3 clusters Score -2306453 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2306860.250000 Penalty: 3258.354248
	Iteration 3Q: 3 clusters Score -2306860 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2307273.250000 Penalty: 3258.354248
	Iteration 4Q: 3 clusters Score -2307273 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2307708.500000 Penalty: 3258.354248
	Iteration 5Q: 3 clusters Score -2307708 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2308201.250000 Penalty: 3258.354248
	Iteration 6Q: 3 clusters Score -2308201 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2308760.750000 Penalty: 3258.354248
	Iteration 7Q: 3 clusters Score -2308761 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2309298.250000 Penalty: 3258.354248
	Iteration 8Q: 3 clusters Score -2309298 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2309788.250000 Penalty: 3258.354248
	Iteration 9Q: 3 clusters Score -2309788 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2310271.250000 Penalty: 3258.354248
	Iteration 10Q: 3 clusters Score -2310271 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2310760.500000 Penalty: 3258.354248
	Iteration 11Q: 3 clusters Score -2310760 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2311206.000000 Penalty: 3258.354248
	Iteration 12Q: 3 clusters Score -2311206 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2311626.750000 Penalty: 3258.354248
	Iteration 13Q: 3 clusters Score -2311627 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2312012.000000 Penalty: 3258.354248
	Iteration 14Q: 3 clusters Score -2312012 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2312413.500000 Penalty: 3258.354248
	Iteration 15Q: 3 clusters Score -2312414 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2312818.500000 Penalty: 3258.354248
	Iteration 16Q: 3 clusters Score -2312818 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2313136.250000 Penalty: 3258.354248
	Iteration 17Q: 3 clusters Score -2313136 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2313374.500000 Penalty: 3258.354248
	Iteration 18Q: 3 clusters Score -2313374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2313540.000000 Penalty: 3258.354248
	Iteration 19Q: 3 clusters Score -2313540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2313661.000000 Penalty: 3258.354248
	Iteration 20F: 3 clusters Score -2313661 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2313766.500000 Penalty: 3258.354248
	Iteration 21Q: 3 clusters Score -2313766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2313854.000000 Penalty: 3258.354248
	Iteration 22Q: 3 clusters Score -2313854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2313909.750000 Penalty: 3258.354248
	Iteration 23Q: 3 clusters Score -2313910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2313944.000000 Penalty: 3258.354248
	Iteration 24Q: 3 clusters Score -2313944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2313969.000000 Penalty: 3258.354248
	Iteration 25Q: 3 clusters Score -2313969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2313986.750000 Penalty: 3258.354248
	Iteration 26Q: 3 clusters Score -2313987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2314035.750000 Penalty: 3258.354248
	Iteration 27Q: 3 clusters Score -2314036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2314083.250000 Penalty: 3258.354248
	Iteration 28Q: 3 clusters Score -2314083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2314111.250000 Penalty: 3258.354248
	Iteration 29Q: 3 clusters Score -2314111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2314151.250000 Penalty: 3258.354248
	Iteration 30Q: 3 clusters Score -2314151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2314181.750000 Penalty: 3258.354248
	Iteration 31Q: 3 clusters Score -2314182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2314196.000000 Penalty: 3258.354248
	Iteration 32Q: 3 clusters Score -2314196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2314205.250000 Penalty: 3258.354248
	Iteration 33Q: 3 clusters Score -2314205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2314215.500000 Penalty: 3258.354248
	Iteration 34Q: 3 clusters Score -2314216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2314223.750000 Penalty: 3258.354248
	Iteration 35Q: 3 clusters Score -2314224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2314229.500000 Penalty: 3258.354248
	Iteration 36Q: 3 clusters Score -2314230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2314228.500000 Penalty: 3258.354248
	Iteration 37Q: 3 clusters Score -2314228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2314236.750000 Penalty: 3258.354248
	Iteration 38Q: 3 clusters Score -2314237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2314243.250000 Penalty: 3258.354248
	Iteration 39Q: 3 clusters Score -2314243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2314246.250000 Penalty: 3258.354248
	Iteration 40F: 3 clusters Score -2314246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2314248.250000 Penalty: 3258.354248
	Iteration 41Q: 3 clusters Score -2314248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2314252.250000 Penalty: 3258.354248
	Iteration 42Q: 3 clusters Score -2314252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2314255.750000 Penalty: 3258.354248
	Iteration 43Q: 3 clusters Score -2314256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2314255.250000 Penalty: 3258.354248
	Iteration 44Q: 3 clusters Score -2314255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2314254.500000 Penalty: 3258.354248
	Iteration 45Q: 3 clusters Score -2314254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2314257.250000 Penalty: 3258.354248
	Iteration 46Q: 3 clusters Score -2314257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2314260.750000 Penalty: 3258.354248
	Iteration 47Q: 3 clusters Score -2314261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2314266.000000 Penalty: 3258.354248
	Iteration 48Q: 3 clusters Score -2314266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2314265.000000 Penalty: 3258.354248
	Iteration 49Q: 3 clusters Score -2314265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2314266.500000 Penalty: 3258.354248
	Iteration 50Q: 3 clusters Score -2314266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2314267.500000 Penalty: 3258.354248
	Iteration 51Q: 3 clusters Score -2314268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2314267.500000 Penalty: 3258.354248
	Iteration 52F: 3 clusters Score -2314268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -154141.656250 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -154141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152379.843750 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -152379.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152710.359375 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -152710.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152793.515625 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -152793.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152831.906250 Penalty: 2372.214355
	Iteration 3Q: 3 clusters Score -152831.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152852.000000 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -152852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152862.234375 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -152862.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152867.609375 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -152867.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152873.875000 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -152873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152879.187500 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -152879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152882.812500 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -152882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152886.640625 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -152886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152889.453125 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -152889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152891.406250 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -152891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152894.171875 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -152894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152896.406250 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -152896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152898.015625 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -152898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152900.468750 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -152900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152901.625000 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -152901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152903.140625 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -152903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -152903.625000 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -152903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152903.828125 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -152903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152904.171875 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -152904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152905.093750 Penalty: 2372.214355
	Iteration 22Q: 3 clusters Score -152905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152905.515625 Penalty: 2372.214355
	Iteration 23Q: 3 clusters Score -152905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152906.515625 Penalty: 2372.214355
	Iteration 24Q: 3 clusters Score -152906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152907.000000 Penalty: 2372.214355
	Iteration 25Q: 3 clusters Score -152907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152907.296875 Penalty: 2372.214355
	Iteration 26Q: 3 clusters Score -152907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152910.218750 Penalty: 2372.214355
	Iteration 27Q: 3 clusters Score -152910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152910.531250 Penalty: 2372.214355
	Iteration 28Q: 3 clusters Score -152910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152910.968750 Penalty: 2372.214355
	Iteration 29Q: 3 clusters Score -152911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152910.968750 Penalty: 2372.214355
	Iteration 30F: 3 clusters Score -152911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -801014.937500 Penalty: 1455.762695
	Iteration 0F: 2 clusters Score -801014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -795228.500000 Penalty: 2911.525391
	Iteration 0F: 3 clusters Score -795228.5 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -797022.937500 Penalty: 2911.525391
	Iteration 1F: 3 clusters Score -797022.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -797234.437500 Penalty: 2911.525391
	Iteration 2F: 3 clusters Score -797234.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -797393.437500 Penalty: 2911.525391
	Iteration 3Q: 3 clusters Score -797393.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -797522.500000 Penalty: 2911.525391
	Iteration 4Q: 3 clusters Score -797522.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -797679.312500 Penalty: 2911.525391
	Iteration 5Q: 3 clusters Score -797679.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -797856.562500 Penalty: 2911.525391
	Iteration 6Q: 3 clusters Score -797856.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -798043.937500 Penalty: 2911.525391
	Iteration 7Q: 3 clusters Score -798043.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -798246.187500 Penalty: 2911.525391
	Iteration 8Q: 3 clusters Score -798246.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -798494.125000 Penalty: 2911.525391
	Iteration 9Q: 3 clusters Score -798494.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -798703.437500 Penalty: 2911.525391
	Iteration 10Q: 3 clusters Score -798703.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -798885.062500 Penalty: 2911.525391
	Iteration 11Q: 3 clusters Score -798885.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -799060.937500 Penalty: 2911.525391
	Iteration 12Q: 3 clusters Score -799060.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -799222.187500 Penalty: 2911.525391
	Iteration 13Q: 3 clusters Score -799222.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -799351.625000 Penalty: 2911.525391
	Iteration 14Q: 3 clusters Score -799351.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -799444.312500 Penalty: 2911.525391
	Iteration 15Q: 3 clusters Score -799444.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -799504.500000 Penalty: 2911.525391
	Iteration 16Q: 3 clusters Score -799504.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -799549.187500 Penalty: 2911.525391
	Iteration 17Q: 3 clusters Score -799549.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -799599.250000 Penalty: 2911.525391
	Iteration 18Q: 3 clusters Score -799599.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -799625.062500 Penalty: 2911.525391
	Iteration 19Q: 3 clusters Score -799625.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -799648.875000 Penalty: 2911.525391
	Iteration 20F: 3 clusters Score -799648.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -799678.875000 Penalty: 2911.525391
	Iteration 21Q: 3 clusters Score -799678.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -799700.125000 Penalty: 2911.525391
	Iteration 22Q: 3 clusters Score -799700.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -799719.062500 Penalty: 2911.525391
	Iteration 23Q: 3 clusters Score -799719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -799730.500000 Penalty: 2911.525391
	Iteration 24Q: 3 clusters Score -799730.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -799743.312500 Penalty: 2911.525391
	Iteration 25Q: 3 clusters Score -799743.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -799755.937500 Penalty: 2911.525391
	Iteration 26Q: 3 clusters Score -799755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -799764.750000 Penalty: 2911.525391
	Iteration 27Q: 3 clusters Score -799764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -799776.187500 Penalty: 2911.525391
	Iteration 28Q: 3 clusters Score -799776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -799784.000000 Penalty: 2911.525391
	Iteration 29Q: 3 clusters Score -799784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -799790.500000 Penalty: 2911.525391
	Iteration 30Q: 3 clusters Score -799790.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -799799.187500 Penalty: 2911.525391
	Iteration 31Q: 3 clusters Score -799799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -799801.687500 Penalty: 2911.525391
	Iteration 32Q: 3 clusters Score -799801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -799806.562500 Penalty: 2911.525391
	Iteration 33Q: 3 clusters Score -799806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -799813.312500 Penalty: 2911.525391
	Iteration 34Q: 3 clusters Score -799813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -799818.500000 Penalty: 2911.525391
	Iteration 35Q: 3 clusters Score -799818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -799823.125000 Penalty: 2911.525391
	Iteration 36Q: 3 clusters Score -799823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -799824.937500 Penalty: 2911.525391
	Iteration 37Q: 3 clusters Score -799824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -799826.437500 Penalty: 2911.525391
	Iteration 38Q: 3 clusters Score -799826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -799827.562500 Penalty: 2911.525391
	Iteration 39Q: 3 clusters Score -799827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -799829.687500 Penalty: 2911.525391
	Iteration 40F: 3 clusters Score -799829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -799831.812500 Penalty: 2911.525391
	Iteration 41Q: 3 clusters Score -799831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -799834.875000 Penalty: 2911.525391
	Iteration 42Q: 3 clusters Score -799834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -799836.125000 Penalty: 2911.525391
	Iteration 43Q: 3 clusters Score -799836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -799835.812500 Penalty: 2911.525391
	Iteration 44Q: 3 clusters Score -799835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -799835.625000 Penalty: 2911.525391
	Iteration 45Q: 3 clusters Score -799835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -799836.250000 Penalty: 2911.525391
	Iteration 46Q: 3 clusters Score -799836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -799838.937500 Penalty: 2911.525391
	Iteration 47Q: 3 clusters Score -799838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -799840.250000 Penalty: 2911.525391
	Iteration 48Q: 3 clusters Score -799840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -799842.312500 Penalty: 2911.525391
	Iteration 49Q: 3 clusters Score -799842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -799843.187500 Penalty: 2911.525391
	Iteration 50Q: 3 clusters Score -799843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -799845.437500 Penalty: 2911.525391
	Iteration 51Q: 3 clusters Score -799845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -799845.875000 Penalty: 2911.525391
	Iteration 52Q: 3 clusters Score -799845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -799848.375000 Penalty: 2911.525391
	Iteration 53Q: 3 clusters Score -799848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -799848.375000 Penalty: 2911.525391
	Iteration 54F: 3 clusters Score -799848.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -199744.625000 Penalty: 1232.690674
	Iteration 0F: 2 clusters Score -199744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197658.812500 Penalty: 2465.381348
	Iteration 0F: 3 clusters Score -197658.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198106.375000 Penalty: 2465.381348
	Iteration 1F: 3 clusters Score -198106.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -198224.578125 Penalty: 2465.381348
	Iteration 2F: 3 clusters Score -198224.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -198275.546875 Penalty: 2465.381348
	Iteration 3Q: 3 clusters Score -198275.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198302.062500 Penalty: 2465.381348
	Iteration 4Q: 3 clusters Score -198302.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198326.453125 Penalty: 2465.381348
	Iteration 5Q: 3 clusters Score -198326.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198347.421875 Penalty: 2465.381348
	Iteration 6Q: 3 clusters Score -198347.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -198360.421875 Penalty: 2465.381348
	Iteration 7Q: 3 clusters Score -198360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198369.828125 Penalty: 2465.381348
	Iteration 8Q: 3 clusters Score -198369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -198379.437500 Penalty: 2465.381348
	Iteration 9Q: 3 clusters Score -198379.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198384.093750 Penalty: 2465.381348
	Iteration 10Q: 3 clusters Score -198384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -198387.218750 Penalty: 2465.381348
	Iteration 11Q: 3 clusters Score -198387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -198389.546875 Penalty: 2465.381348
	Iteration 12Q: 3 clusters Score -198389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -198394.125000 Penalty: 2465.381348
	Iteration 13Q: 3 clusters Score -198394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198398.312500 Penalty: 2465.381348
	Iteration 14Q: 3 clusters Score -198398.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -198401.015625 Penalty: 2465.381348
	Iteration 15Q: 3 clusters Score -198401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -198405.187500 Penalty: 2465.381348
	Iteration 16Q: 3 clusters Score -198405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198406.812500 Penalty: 2465.381348
	Iteration 17Q: 3 clusters Score -198406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198409.203125 Penalty: 2465.381348
	Iteration 18Q: 3 clusters Score -198409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -198409.468750 Penalty: 2465.381348
	Iteration 19Q: 3 clusters Score -198409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198412.000000 Penalty: 2465.381348
	Iteration 20F: 3 clusters Score -198412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198412.578125 Penalty: 2465.381348
	Iteration 21Q: 3 clusters Score -198412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -198413.000000 Penalty: 2465.381348
	Iteration 22Q: 3 clusters Score -198413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -198413.000000 Penalty: 2465.381348
	Iteration 23F: 3 clusters Score -198413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Entering Unmasked Estep 
Score: -815036.500000 Penalty: 1460.399170
	Iteration 0F: 2 clusters Score -815036.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -809203.187500 Penalty: 2920.798340
	Iteration 0F: 3 clusters Score -809203.2 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -811127.000000 Penalty: 2920.798340
	Iteration 1F: 3 clusters Score -811127 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -811347.500000 Penalty: 2920.798340
	Iteration 2F: 3 clusters Score -811347.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -811523.312500 Penalty: 2920.798340
	Iteration 3Q: 3 clusters Score -811523.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -811693.187500 Penalty: 2920.798340
	Iteration 4Q: 3 clusters Score -811693.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -811851.437500 Penalty: 2920.798340
	Iteration 5Q: 3 clusters Score -811851.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -812019.437500 Penalty: 2920.798340
	Iteration 6Q: 3 clusters Score -812019.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -812158.687500 Penalty: 2920.798340
	Iteration 7Q: 3 clusters Score -812158.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -812291.437500 Penalty: 2920.798340
	Iteration 8Q: 3 clusters Score -812291.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -812450.625000 Penalty: 2920.798340
	Iteration 9Q: 3 clusters Score -812450.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -812645.812500 Penalty: 2920.798340
	Iteration 10Q: 3 clusters Score -812645.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -812911.437500 Penalty: 2920.798340
	Iteration 11Q: 3 clusters Score -812911.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -813134.937500 Penalty: 2920.798340
	Iteration 12Q: 3 clusters Score -813134.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -813302.812500 Penalty: 2920.798340
	Iteration 13Q: 3 clusters Score -813302.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -813396.062500 Penalty: 2920.798340
	Iteration 14Q: 3 clusters Score -813396.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -813452.312500 Penalty: 2920.798340
	Iteration 15Q: 3 clusters Score -813452.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -813491.875000 Penalty: 2920.798340
	Iteration 16Q: 3 clusters Score -813491.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -813527.125000 Penalty: 2920.798340
	Iteration 17Q: 3 clusters Score -813527.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -813552.250000 Penalty: 2920.798340
	Iteration 18Q: 3 clusters Score -813552.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -813568.312500 Penalty: 2920.798340
	Iteration 19Q: 3 clusters Score -813568.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -813578.625000 Penalty: 2920.798340
	Iteration 20F: 3 clusters Score -813578.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -813587.062500 Penalty: 2920.798340
	Iteration 21Q: 3 clusters Score -813587.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -813596.500000 Penalty: 2920.798340
	Iteration 22Q: 3 clusters Score -813596.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -813602.312500 Penalty: 2920.798340
	Iteration 23Q: 3 clusters Score -813602.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -813609.750000 Penalty: 2920.798340
	Iteration 24Q: 3 clusters Score -813609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -813611.187500 Penalty: 2920.798340
	Iteration 25Q: 3 clusters Score -813611.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -813617.500000 Penalty: 2920.798340
	Iteration 26Q: 3 clusters Score -813617.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -813621.500000 Penalty: 2920.798340
	Iteration 27Q: 3 clusters Score -813621.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -813628.875000 Penalty: 2920.798340
	Iteration 28Q: 3 clusters Score -813628.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -813638.375000 Penalty: 2920.798340
	Iteration 29Q: 3 clusters Score -813638.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -813648.437500 Penalty: 2920.798340
	Iteration 30Q: 3 clusters Score -813648.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -813654.937500 Penalty: 2920.798340
	Iteration 31Q: 3 clusters Score -813654.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -813662.250000 Penalty: 2920.798340
	Iteration 32Q: 3 clusters Score -813662.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -813673.750000 Penalty: 2920.798340
	Iteration 33Q: 3 clusters Score -813673.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -813683.812500 Penalty: 2920.798340
	Iteration 34Q: 3 clusters Score -813683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -813687.937500 Penalty: 2920.798340
	Iteration 35Q: 3 clusters Score -813687.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -813693.125000 Penalty: 2920.798340
	Iteration 36Q: 3 clusters Score -813693.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -813696.625000 Penalty: 2920.798340
	Iteration 37Q: 3 clusters Score -813696.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -813698.312500 Penalty: 2920.798340
	Iteration 38Q: 3 clusters Score -813698.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -813703.875000 Penalty: 2920.798340
	Iteration 39Q: 3 clusters Score -813703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -813708.125000 Penalty: 2920.798340
	Iteration 40F: 3 clusters Score -813708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -813710.687500 Penalty: 2920.798340
	Iteration 41Q: 3 clusters Score -813710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -813714.625000 Penalty: 2920.798340
	Iteration 42Q: 3 clusters Score -813714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -813717.562500 Penalty: 2920.798340
	Iteration 43Q: 3 clusters Score -813717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -813720.312500 Penalty: 2920.798340
	Iteration 44Q: 3 clusters Score -813720.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -813725.312500 Penalty: 2920.798340
	Iteration 45Q: 3 clusters Score -813725.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -813728.687500 Penalty: 2920.798340
	Iteration 46Q: 3 clusters Score -813728.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -813733.812500 Penalty: 2920.798340
	Iteration 47Q: 3 clusters Score -813733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -813735.687500 Penalty: 2920.798340
	Iteration 48Q: 3 clusters Score -813735.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -813742.062500 Penalty: 2920.798340
	Iteration 49Q: 3 clusters Score -813742.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -813745.250000 Penalty: 2920.798340
	Iteration 50Q: 3 clusters Score -813745.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -813752.250000 Penalty: 2920.798340
	Iteration 51Q: 3 clusters Score -813752.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -813757.875000 Penalty: 2920.798340
	Iteration 52Q: 3 clusters Score -813757.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -813762.187500 Penalty: 2920.798340
	Iteration 53Q: 3 clusters Score -813762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -813764.625000 Penalty: 2920.798340
	Iteration 54Q: 3 clusters Score -813764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -813769.000000 Penalty: 2920.798340
	Iteration 55Q: 3 clusters Score -813769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -813771.000000 Penalty: 2920.798340
	Iteration 56Q: 3 clusters Score -813771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -813774.625000 Penalty: 2920.798340
	Iteration 57Q: 3 clusters Score -813774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -813777.750000 Penalty: 2920.798340
	Iteration 58Q: 3 clusters Score -813777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -813784.062500 Penalty: 2920.798340
	Iteration 59Q: 3 clusters Score -813784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -813783.375000 Penalty: 2920.798340
	Iteration 60F: 3 clusters Score -813783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -813782.812500 Penalty: 2920.798340
	Iteration 61Q: 3 clusters Score -813782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -813784.750000 Penalty: 2920.798340
	Iteration 62Q: 3 clusters Score -813784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -813784.000000 Penalty: 2920.798340
	Iteration 63Q: 3 clusters Score -813784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -813786.062500 Penalty: 2920.798340
	Iteration 64Q: 3 clusters Score -813786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -813787.000000 Penalty: 2920.798340
	Iteration 65Q: 3 clusters Score -813787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -813790.375000 Penalty: 2920.798340
	Iteration 66Q: 3 clusters Score -813790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -813790.250000 Penalty: 2920.798340
	Iteration 67Q: 3 clusters Score -813790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -813791.500000 Penalty: 2920.798340
	Iteration 68Q: 3 clusters Score -813791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -813792.062500 Penalty: 2920.798340
	Iteration 69Q: 3 clusters Score -813792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -813795.187500 Penalty: 2920.798340
	Iteration 70Q: 3 clusters Score -813795.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -813799.375000 Penalty: 2920.798340
	Iteration 71Q: 3 clusters Score -813799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -813802.625000 Penalty: 2920.798340
	Iteration 72Q: 3 clusters Score -813802.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -813807.687500 Penalty: 2920.798340
	Iteration 73Q: 3 clusters Score -813807.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -813810.125000 Penalty: 2920.798340
	Iteration 74Q: 3 clusters Score -813810.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -813816.437500 Penalty: 2920.798340
	Iteration 75Q: 3 clusters Score -813816.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -813819.687500 Penalty: 2920.798340
	Iteration 76Q: 3 clusters Score -813819.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -813826.062500 Penalty: 2920.798340
	Iteration 77Q: 3 clusters Score -813826.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -813833.625000 Penalty: 2920.798340
	Iteration 78Q: 3 clusters Score -813833.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -813842.062500 Penalty: 2920.798340
	Iteration 79Q: 3 clusters Score -813842.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -813846.500000 Penalty: 2920.798340
	Iteration 80F: 3 clusters Score -813846.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -813855.062500 Penalty: 2920.798340
	Iteration 81Q: 3 clusters Score -813855.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -813866.687500 Penalty: 2920.798340
	Iteration 82Q: 3 clusters Score -813866.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -813883.000000 Penalty: 2920.798340
	Iteration 83Q: 3 clusters Score -813883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -813893.375000 Penalty: 2920.798340
	Iteration 84Q: 3 clusters Score -813893.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -813901.375000 Penalty: 2920.798340
	Iteration 85Q: 3 clusters Score -813901.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -813910.687500 Penalty: 2920.798340
	Iteration 86Q: 3 clusters Score -813910.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -813914.125000 Penalty: 2920.798340
	Iteration 87Q: 3 clusters Score -813914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -813919.000000 Penalty: 2920.798340
	Iteration 88Q: 3 clusters Score -813919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -813922.562500 Penalty: 2920.798340
	Iteration 89Q: 3 clusters Score -813922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -813926.687500 Penalty: 2920.798340
	Iteration 90Q: 3 clusters Score -813926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -813927.437500 Penalty: 2920.798340
	Iteration 91Q: 3 clusters Score -813927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -813928.750000 Penalty: 2920.798340
	Iteration 92Q: 3 clusters Score -813928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -813927.562500 Penalty: 2920.798340
	Iteration 93Q: 3 clusters Score -813927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -813930.375000 Penalty: 2920.798340
	Iteration 94Q: 3 clusters Score -813930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -813931.500000 Penalty: 2920.798340
	Iteration 95Q: 3 clusters Score -813931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -813936.187500 Penalty: 2920.798340
	Iteration 96Q: 3 clusters Score -813936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -813938.562500 Penalty: 2920.798340
	Iteration 97Q: 3 clusters Score -813938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -813942.250000 Penalty: 2920.798340
	Iteration 98Q: 3 clusters Score -813942.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -813944.625000 Penalty: 2920.798340
	Iteration 99Q: 3 clusters Score -813944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -813947.437500 Penalty: 2920.798340
	Iteration 100F: 3 clusters Score -813947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -813948.062500 Penalty: 2920.798340
	Iteration 101Q: 3 clusters Score -813948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -813950.062500 Penalty: 2920.798340
	Iteration 102Q: 3 clusters Score -813950.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -813951.687500 Penalty: 2920.798340
	Iteration 103Q: 3 clusters Score -813951.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -813955.937500 Penalty: 2920.798340
	Iteration 104Q: 3 clusters Score -813955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -813955.250000 Penalty: 2920.798340
	Iteration 105Q: 3 clusters Score -813955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -813957.437500 Penalty: 2920.798340
	Iteration 106Q: 3 clusters Score -813957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -813957.437500 Penalty: 2920.798340
	Iteration 107Q: 3 clusters Score -813957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -813958.312500 Penalty: 2920.798340
	Iteration 108Q: 3 clusters Score -813958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -813959.937500 Penalty: 2920.798340
	Iteration 109Q: 3 clusters Score -813959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -813963.062500 Penalty: 2920.798340
	Iteration 110Q: 3 clusters Score -813963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -813963.062500 Penalty: 2920.798340
	Iteration 111F: 3 clusters Score -813963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -259625.093750 Penalty: 1279.953735
	Iteration 0F: 2 clusters Score -259625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -257152.250000 Penalty: 2559.907471
	Iteration 0F: 3 clusters Score -257152.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -257728.093750 Penalty: 2559.907471
	Iteration 1F: 3 clusters Score -257728.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -257875.140625 Penalty: 2559.907471
	Iteration 2F: 3 clusters Score -257875.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -257987.187500 Penalty: 2559.907471
	Iteration 3F: 3 clusters Score -257987.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -258085.593750 Penalty: 2559.907471
	Iteration 4F: 3 clusters Score -258085.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -258163.109375 Penalty: 2559.907471
	Iteration 5Q: 3 clusters Score -258163.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -258232.500000 Penalty: 2559.907471
	Iteration 6Q: 3 clusters Score -258232.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -258286.765625 Penalty: 2559.907471
	Iteration 7Q: 3 clusters Score -258286.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -258339.296875 Penalty: 2559.907471
	Iteration 8Q: 3 clusters Score -258339.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258383.906250 Penalty: 2559.907471
	Iteration 9Q: 3 clusters Score -258383.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -258426.234375 Penalty: 2559.907471
	Iteration 10Q: 3 clusters Score -258426.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -258458.437500 Penalty: 2559.907471
	Iteration 11Q: 3 clusters Score -258458.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -258490.125000 Penalty: 2559.907471
	Iteration 12Q: 3 clusters Score -258490.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -258527.062500 Penalty: 2559.907471
	Iteration 13Q: 3 clusters Score -258527.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -258579.328125 Penalty: 2559.907471
	Iteration 14Q: 3 clusters Score -258579.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -258644.921875 Penalty: 2559.907471
	Iteration 15Q: 3 clusters Score -258644.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -258693.171875 Penalty: 2559.907471
	Iteration 16Q: 3 clusters Score -258693.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -258728.656250 Penalty: 2559.907471
	Iteration 17Q: 3 clusters Score -258728.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -258757.062500 Penalty: 2559.907471
	Iteration 18Q: 3 clusters Score -258757.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -258785.203125 Penalty: 2559.907471
	Iteration 19Q: 3 clusters Score -258785.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -258800.781250 Penalty: 2559.907471
	Iteration 20F: 3 clusters Score -258800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -258810.265625 Penalty: 2559.907471
	Iteration 21Q: 3 clusters Score -258810.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258816.203125 Penalty: 2559.907471
	Iteration 22Q: 3 clusters Score -258816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -258819.828125 Penalty: 2559.907471
	Iteration 23Q: 3 clusters Score -258819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -258824.218750 Penalty: 2559.907471
	Iteration 24Q: 3 clusters Score -258824.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -258828.140625 Penalty: 2559.907471
	Iteration 25Q: 3 clusters Score -258828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -258830.656250 Penalty: 2559.907471
	Iteration 26Q: 3 clusters Score -258830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258831.437500 Penalty: 2559.907471
	Iteration 27Q: 3 clusters Score -258831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -258831.734375 Penalty: 2559.907471
	Iteration 28Q: 3 clusters Score -258831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -258831.734375 Penalty: 2559.907471
	Iteration 29F: 3 clusters Score -258831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935528.000000 Penalty: 92448.960938
Iteration 199Q: 44 clusters Score -5.493553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7813 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21958 members 
Mstep: Class 31 contains 6570 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 8000 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935532.000000 Penalty: 92448.960938
Iteration 200F: 44 clusters Score -5.493553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7812 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21956 members 
Mstep: Class 31 contains 6573 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935544.000000 Penalty: 92448.960938
Iteration 201Q: 44 clusters Score -5.493554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29609 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21955 members 
Mstep: Class 31 contains 6573 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 7999 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935524.000000 Penalty: 92448.960938
Iteration 202Q: 44 clusters Score -5.493552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21956 members 
Mstep: Class 31 contains 6574 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 8001 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935556.000000 Penalty: 92448.960938
Iteration 203Q: 44 clusters Score -5.493556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21956 members 
Mstep: Class 31 contains 6579 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 8002 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935564.000000 Penalty: 92448.960938
Iteration 204Q: 44 clusters Score -5.493556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8273 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5021 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21955 members 
Mstep: Class 31 contains 6588 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 8002 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935568.000000 Penalty: 92448.960938
Iteration 205Q: 44 clusters Score -5.493557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5014 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21954 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1969 members 
Mstep: Class 42 contains 8003 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935568.000000 Penalty: 92448.960938
Iteration 206Q: 44 clusters Score -5.493557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5013 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21949 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1969 members 
Mstep: Class 42 contains 8003 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935564.000000 Penalty: 92448.960938
Iteration 207Q: 44 clusters Score -5.493556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7809 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21944 members 
Mstep: Class 31 contains 6605 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8003 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935552.000000 Penalty: 92448.960938
Iteration 208Q: 44 clusters Score -5.493555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5020 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21941 members 
Mstep: Class 31 contains 6605 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8003 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935560.000000 Penalty: 92448.960938
Iteration 209Q: 44 clusters Score -5.493556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5018 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6606 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8004 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935568.000000 Penalty: 92448.960938
Iteration 210Q: 44 clusters Score -5.493557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5017 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6607 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8004 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935564.000000 Penalty: 92448.960938
Iteration 211Q: 44 clusters Score -5.493556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6609 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8004 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935576.000000 Penalty: 92448.960938
Iteration 212Q: 44 clusters Score -5.493558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5013 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6610 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8005 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935552.000000 Penalty: 92448.960938
Iteration 213Q: 44 clusters Score -5.493555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6612 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8005 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935552.000000 Penalty: 92448.960938
Iteration 214Q: 44 clusters Score -5.493555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8273 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5007 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6617 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8005 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935552.000000 Penalty: 92448.960938
Iteration 215Q: 44 clusters Score -5.493555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8273 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21941 members 
Mstep: Class 31 contains 6620 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8005 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935576.000000 Penalty: 92448.960938
Iteration 216Q: 44 clusters Score -5.493558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6619 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8006 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935560.000000 Penalty: 92448.960938
Iteration 217Q: 44 clusters Score -5.493556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7807 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6622 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8008 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935592.000000 Penalty: 92448.960938
Iteration 218Q: 44 clusters Score -5.493559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21939 members 
Mstep: Class 31 contains 6626 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1480 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8009 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935596.000000 Penalty: 92448.960938
Iteration 219Q: 44 clusters Score -5.49356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7804 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4995 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21939 members 
Mstep: Class 31 contains 6627 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8011 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935592.000000 Penalty: 92448.960938
Iteration 220F: 44 clusters Score -5.493559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6629 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8012 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935596.000000 Penalty: 92448.960938
Iteration 221Q: 44 clusters Score -5.49356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8271 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6629 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935596.000000 Penalty: 92448.960938
Iteration 222Q: 44 clusters Score -5.49356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6628 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935592.000000 Penalty: 92448.960938
Iteration 223Q: 44 clusters Score -5.493559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8273 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6627 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935576.000000 Penalty: 92448.960938
Iteration 224Q: 44 clusters Score -5.493558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6625 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935584.000000 Penalty: 92448.960938
Iteration 225Q: 44 clusters Score -5.493558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7802 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4991 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6628 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935592.000000 Penalty: 92448.960938
Iteration 226Q: 44 clusters Score -5.493559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7801 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6630 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8012 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935596.000000 Penalty: 92448.960938
Iteration 227Q: 44 clusters Score -5.49356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7801 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6632 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935616.000000 Penalty: 92448.960938
Iteration 228Q: 44 clusters Score -5.493562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7801 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4978 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21940 members 
Mstep: Class 31 contains 6640 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8013 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935600.000000 Penalty: 92448.960938
Iteration 229Q: 44 clusters Score -5.49356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7801 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8277 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4967 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 21939 members 
Mstep: Class 31 contains 6648 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8015 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935540.000000 Penalty: 92448.960938
Iteration 230Q: 44 clusters Score -5.493554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21660 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7800 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 8280 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21938 members 
Mstep: Class 31 contains 6658 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8017 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935548.000000 Penalty: 92448.960938
Iteration 231Q: 44 clusters Score -5.493555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114149 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9114 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8282 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21937 members 
Mstep: Class 31 contains 6662 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8017 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935516.000000 Penalty: 92448.960938
Iteration 232Q: 44 clusters Score -5.493552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43302 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21936 members 
Mstep: Class 31 contains 6666 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8020 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935488.000000 Penalty: 92448.960938
Iteration 233Q: 44 clusters Score -5.493549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21664 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114150 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43301 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4936 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21935 members 
Mstep: Class 31 contains 6670 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8023 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935476.000000 Penalty: 92448.960938
Iteration 234Q: 44 clusters Score -5.493548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114153 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43297 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21934 members 
Mstep: Class 31 contains 6672 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8025 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 235Q: 44 clusters Score -5.493551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114156 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21929 members 
Mstep: Class 31 contains 6678 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8024 members 
Mstep: Class 43 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935512.000000 Penalty: 92448.960938
Iteration 236Q: 44 clusters Score -5.493551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7796 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 21927 members 
Mstep: Class 31 contains 6684 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6470 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8023 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935492.000000 Penalty: 92448.960938
Iteration 237Q: 44 clusters Score -5.493549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 21926 members 
Mstep: Class 31 contains 6689 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8024 members 
Mstep: Class 43 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935476.000000 Penalty: 92448.960938
Iteration 238Q: 44 clusters Score -5.493548e+07 nChanged 18
Entering ConstructFrom: 
Score: -54935476.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (60302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Entering Unmasked Estep 
Score: -6235586.500000 Penalty: 1788.656982
	Iteration 0F: 2 clusters Score -6235586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -6195192.000000 Penalty: 3577.313965
	Iteration 0F: 3 clusters Score -6195192 nChanged 28347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -6211843.500000 Penalty: 3577.313965
	Iteration 1F: 3 clusters Score -6211844 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -6212766.000000 Penalty: 3577.313965
	Iteration 2Q: 3 clusters Score -6212766 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -6214126.000000 Penalty: 3577.313965
	Iteration 3Q: 3 clusters Score -6214126 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -6215912.000000 Penalty: 3577.313965
	Iteration 4F: 3 clusters Score -6215912 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6218479.000000 Penalty: 3577.313965
	Iteration 5F: 3 clusters Score -6218479 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -6221261.000000 Penalty: 3577.313965
	Iteration 6F: 3 clusters Score -6221261 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -6223756.500000 Penalty: 3577.313965
	Iteration 7F: 3 clusters Score -6223756 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -6225862.500000 Penalty: 3577.313965
	Iteration 8F: 3 clusters Score -6225862 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -6227538.000000 Penalty: 3577.313965
	Iteration 9Q: 3 clusters Score -6227538 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -6228683.000000 Penalty: 3577.313965
	Iteration 10Q: 3 clusters Score -6228683 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -6229475.000000 Penalty: 3577.313965
	Iteration 11Q: 3 clusters Score -6229475 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -6230112.000000 Penalty: 3577.313965
	Iteration 12Q: 3 clusters Score -6230112 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6230591.500000 Penalty: 3577.313965
	Iteration 13Q: 3 clusters Score -6230592 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -6230971.000000 Penalty: 3577.313965
	Iteration 14Q: 3 clusters Score -6230971 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -6231239.500000 Penalty: 3577.313965
	Iteration 15Q: 3 clusters Score -6231240 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6231480.000000 Penalty: 3577.313965
	Iteration 16Q: 3 clusters Score -6231480 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -6231698.000000 Penalty: 3577.313965
	Iteration 17Q: 3 clusters Score -6231698 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -6231857.500000 Penalty: 3577.313965
	Iteration 18Q: 3 clusters Score -6231858 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6232048.000000 Penalty: 3577.313965
	Iteration 19Q: 3 clusters Score -6232048 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6232208.000000 Penalty: 3577.313965
	Iteration 20F: 3 clusters Score -6232208 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6232322.000000 Penalty: 3577.313965
	Iteration 21Q: 3 clusters Score -6232322 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -6232487.000000 Penalty: 3577.313965
	Iteration 22Q: 3 clusters Score -6232487 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -6232626.500000 Penalty: 3577.313965
	Iteration 23Q: 3 clusters Score -6232626 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6232776.000000 Penalty: 3577.313965
	Iteration 24Q: 3 clusters Score -6232776 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -6232920.000000 Penalty: 3577.313965
	Iteration 25Q: 3 clusters Score -6232920 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -6232991.000000 Penalty: 3577.313965
	Iteration 26Q: 3 clusters Score -6232991 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6233076.000000 Penalty: 3577.313965
	Iteration 27Q: 3 clusters Score -6233076 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -6233123.000000 Penalty: 3577.313965
	Iteration 28Q: 3 clusters Score -6233123 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -6233220.500000 Penalty: 3577.313965
	Iteration 29Q: 3 clusters Score -6233220 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -6233292.000000 Penalty: 3577.313965
	Iteration 30Q: 3 clusters Score -6233292 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -6233373.000000 Penalty: 3577.313965
	Iteration 31Q: 3 clusters Score -6233373 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -6233435.500000 Penalty: 3577.313965
	Iteration 32Q: 3 clusters Score -6233436 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -6233476.000000 Penalty: 3577.313965
	Iteration 33Q: 3 clusters Score -6233476 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -6233531.000000 Penalty: 3577.313965
	Iteration 34Q: 3 clusters Score -6233531 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -6233556.000000 Penalty: 3577.313965
	Iteration 35Q: 3 clusters Score -6233556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -6233598.000000 Penalty: 3577.313965
	Iteration 36Q: 3 clusters Score -6233598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -6233635.500000 Penalty: 3577.313965
	Iteration 37Q: 3 clusters Score -6233636 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -6233674.500000 Penalty: 3577.313965
	Iteration 38Q: 3 clusters Score -6233674 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -6233718.500000 Penalty: 3577.313965
	Iteration 39Q: 3 clusters Score -6233718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -6233746.500000 Penalty: 3577.313965
	Iteration 40F: 3 clusters Score -6233746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -6233758.000000 Penalty: 3577.313965
	Iteration 41Q: 3 clusters Score -6233758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -6233775.000000 Penalty: 3577.313965
	Iteration 42Q: 3 clusters Score -6233775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -6233812.500000 Penalty: 3577.313965
	Iteration 43Q: 3 clusters Score -6233812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -6233836.000000 Penalty: 3577.313965
	Iteration 44Q: 3 clusters Score -6233836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -6233862.000000 Penalty: 3577.313965
	Iteration 45Q: 3 clusters Score -6233862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -6233881.500000 Penalty: 3577.313965
	Iteration 46Q: 3 clusters Score -6233882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -6233906.500000 Penalty: 3577.313965
	Iteration 47Q: 3 clusters Score -6233906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -6233941.500000 Penalty: 3577.313965
	Iteration 48Q: 3 clusters Score -6233942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -6233973.000000 Penalty: 3577.313965
	Iteration 49Q: 3 clusters Score -6233973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -6233997.000000 Penalty: 3577.313965
	Iteration 50Q: 3 clusters Score -6233997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -6234014.500000 Penalty: 3577.313965
	Iteration 51Q: 3 clusters Score -6234014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -6234028.000000 Penalty: 3577.313965
	Iteration 52Q: 3 clusters Score -6234028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -6234045.500000 Penalty: 3577.313965
	Iteration 53Q: 3 clusters Score -6234046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -6234047.500000 Penalty: 3577.313965
	Iteration 54Q: 3 clusters Score -6234048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -6234056.500000 Penalty: 3577.313965
	Iteration 55Q: 3 clusters Score -6234056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -6234056.000000 Penalty: 3577.313965
	Iteration 56Q: 3 clusters Score -6234056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -6234076.500000 Penalty: 3577.313965
	Iteration 57Q: 3 clusters Score -6234076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -6234063.500000 Penalty: 3577.313965
	Iteration 58Q: 3 clusters Score -6234064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -6234084.500000 Penalty: 3577.313965
	Iteration 59Q: 3 clusters Score -6234084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -6234090.500000 Penalty: 3577.313965
	Iteration 60F: 3 clusters Score -6234090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -6234101.000000 Penalty: 3577.313965
	Iteration 61Q: 3 clusters Score -6234101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -6234112.500000 Penalty: 3577.313965
	Iteration 62Q: 3 clusters Score -6234112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -6234124.000000 Penalty: 3577.313965
	Iteration 63Q: 3 clusters Score -6234124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -6234130.000000 Penalty: 3577.313965
	Iteration 64Q: 3 clusters Score -6234130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -6234127.500000 Penalty: 3577.313965
	Iteration 65Q: 3 clusters Score -6234128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -6234127.500000 Penalty: 3577.313965
	Iteration 66Q: 3 clusters Score -6234128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -6234136.500000 Penalty: 3577.313965
	Iteration 67Q: 3 clusters Score -6234136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -6234147.000000 Penalty: 3577.313965
	Iteration 68Q: 3 clusters Score -6234147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -6234153.500000 Penalty: 3577.313965
	Iteration 69Q: 3 clusters Score -6234154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -6234159.500000 Penalty: 3577.313965
	Iteration 70Q: 3 clusters Score -6234160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -6234158.500000 Penalty: 3577.313965
	Iteration 71Q: 3 clusters Score -6234158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -6234159.000000 Penalty: 3577.313965
	Iteration 72Q: 3 clusters Score -6234159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -6234167.000000 Penalty: 3577.313965
	Iteration 73Q: 3 clusters Score -6234167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -6234170.500000 Penalty: 3577.313965
	Iteration 74Q: 3 clusters Score -6234170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -6234170.000000 Penalty: 3577.313965
	Iteration 75Q: 3 clusters Score -6234170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -6234168.500000 Penalty: 3577.313965
	Iteration 76Q: 3 clusters Score -6234168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -6234168.000000 Penalty: 3577.313965
	Iteration 77Q: 3 clusters Score -6234168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -6234173.500000 Penalty: 3577.313965
	Iteration 78Q: 3 clusters Score -6234174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -6234176.000000 Penalty: 3577.313965
	Iteration 79Q: 3 clusters Score -6234176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -6234170.500000 Penalty: 3577.313965
	Iteration 80F: 3 clusters Score -6234170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -6234174.500000 Penalty: 3577.313965
	Iteration 81Q: 3 clusters Score -6234174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -6234171.500000 Penalty: 3577.313965
	Iteration 82Q: 3 clusters Score -6234172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6234174.000000 Penalty: 3577.313965
	Iteration 83Q: 3 clusters Score -6234174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -6234177.500000 Penalty: 3577.313965
	Iteration 84Q: 3 clusters Score -6234178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -6234179.500000 Penalty: 3577.313965
	Iteration 85Q: 3 clusters Score -6234180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -6234177.500000 Penalty: 3577.313965
	Iteration 86Q: 3 clusters Score -6234178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -6234182.500000 Penalty: 3577.313965
	Iteration 87Q: 3 clusters Score -6234182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -6234187.000000 Penalty: 3577.313965
	Iteration 88Q: 3 clusters Score -6234187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -6234192.500000 Penalty: 3577.313965
	Iteration 89Q: 3 clusters Score -6234192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6234184.500000 Penalty: 3577.313965
	Iteration 90Q: 3 clusters Score -6234184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -6234188.500000 Penalty: 3577.313965
	Iteration 91Q: 3 clusters Score -6234188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -6234194.500000 Penalty: 3577.313965
	Iteration 92Q: 3 clusters Score -6234194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -6234196.000000 Penalty: 3577.313965
	Iteration 93Q: 3 clusters Score -6234196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -6234198.000000 Penalty: 3577.313965
	Iteration 94Q: 3 clusters Score -6234198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -6234199.000000 Penalty: 3577.313965
	Iteration 95Q: 3 clusters Score -6234199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -6234199.000000 Penalty: 3577.313965
	Iteration 96Q: 3 clusters Score -6234199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -6234204.000000 Penalty: 3577.313965
	Iteration 97Q: 3 clusters Score -6234204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -6234194.000000 Penalty: 3577.313965
	Iteration 98Q: 3 clusters Score -6234194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -6234197.500000 Penalty: 3577.313965
	Iteration 99Q: 3 clusters Score -6234198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -6234200.500000 Penalty: 3577.313965
	Iteration 100F: 3 clusters Score -6234200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -6234197.500000 Penalty: 3577.313965
	Iteration 101Q: 3 clusters Score -6234198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -6234197.500000 Penalty: 3577.313965
	Iteration 102F: 3 clusters Score -6234198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Entering Unmasked Estep 
Score: -838762.125000 Penalty: 1482.333984
	Iteration 0F: 2 clusters Score -838762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -832149.500000 Penalty: 2964.667969
	Iteration 0F: 3 clusters Score -832149.5 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -834287.312500 Penalty: 2964.667969
	Iteration 1F: 3 clusters Score -834287.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -834658.187500 Penalty: 2964.667969
	Iteration 2F: 3 clusters Score -834658.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -834976.500000 Penalty: 2964.667969
	Iteration 3F: 3 clusters Score -834976.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -835264.125000 Penalty: 2964.667969
	Iteration 4F: 3 clusters Score -835264.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -835579.625000 Penalty: 2964.667969
	Iteration 5F: 3 clusters Score -835579.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -835926.187500 Penalty: 2964.667969
	Iteration 6Q: 3 clusters Score -835926.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -836222.562500 Penalty: 2964.667969
	Iteration 7F: 3 clusters Score -836222.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -836495.562500 Penalty: 2964.667969
	Iteration 8Q: 3 clusters Score -836495.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -836728.562500 Penalty: 2964.667969
	Iteration 9Q: 3 clusters Score -836728.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -836892.000000 Penalty: 2964.667969
	Iteration 10Q: 3 clusters Score -836892 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -837006.000000 Penalty: 2964.667969
	Iteration 11Q: 3 clusters Score -837006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -837083.625000 Penalty: 2964.667969
	Iteration 12Q: 3 clusters Score -837083.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -837139.437500 Penalty: 2964.667969
	Iteration 13Q: 3 clusters Score -837139.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -837183.875000 Penalty: 2964.667969
	Iteration 14Q: 3 clusters Score -837183.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -837220.125000 Penalty: 2964.667969
	Iteration 15Q: 3 clusters Score -837220.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -837262.625000 Penalty: 2964.667969
	Iteration 16Q: 3 clusters Score -837262.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -837320.562500 Penalty: 2964.667969
	Iteration 17Q: 3 clusters Score -837320.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -837387.500000 Penalty: 2964.667969
	Iteration 18Q: 3 clusters Score -837387.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -837450.000000 Penalty: 2964.667969
	Iteration 19Q: 3 clusters Score -837450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -837533.312500 Penalty: 2964.667969
	Iteration 20F: 3 clusters Score -837533.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -837599.312500 Penalty: 2964.667969
	Iteration 21Q: 3 clusters Score -837599.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -837643.000000 Penalty: 2964.667969
	Iteration 22Q: 3 clusters Score -837643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -837667.375000 Penalty: 2964.667969
	Iteration 23Q: 3 clusters Score -837667.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -837689.937500 Penalty: 2964.667969
	Iteration 24Q: 3 clusters Score -837689.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -837705.562500 Penalty: 2964.667969
	Iteration 25Q: 3 clusters Score -837705.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -837725.187500 Penalty: 2964.667969
	Iteration 26Q: 3 clusters Score -837725.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -837737.875000 Penalty: 2964.667969
	Iteration 27Q: 3 clusters Score -837737.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -837749.500000 Penalty: 2964.667969
	Iteration 28Q: 3 clusters Score -837749.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -837760.000000 Penalty: 2964.667969
	Iteration 29Q: 3 clusters Score -837760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -837768.750000 Penalty: 2964.667969
	Iteration 30Q: 3 clusters Score -837768.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -837776.812500 Penalty: 2964.667969
	Iteration 31Q: 3 clusters Score -837776.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -837782.750000 Penalty: 2964.667969
	Iteration 32Q: 3 clusters Score -837782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -837787.812500 Penalty: 2964.667969
	Iteration 33Q: 3 clusters Score -837787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -837788.375000 Penalty: 2964.667969
	Iteration 34Q: 3 clusters Score -837788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -837791.125000 Penalty: 2964.667969
	Iteration 35Q: 3 clusters Score -837791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -837791.000000 Penalty: 2964.667969
	Iteration 36Q: 3 clusters Score -837791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -837795.250000 Penalty: 2964.667969
	Iteration 37Q: 3 clusters Score -837795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -837796.312500 Penalty: 2964.667969
	Iteration 38Q: 3 clusters Score -837796.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -837797.812500 Penalty: 2964.667969
	Iteration 39Q: 3 clusters Score -837797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -837801.562500 Penalty: 2964.667969
	Iteration 40F: 3 clusters Score -837801.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -837802.562500 Penalty: 2964.667969
	Iteration 41Q: 3 clusters Score -837802.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -837803.750000 Penalty: 2964.667969
	Iteration 42Q: 3 clusters Score -837803.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -837809.687500 Penalty: 2964.667969
	Iteration 43Q: 3 clusters Score -837809.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -837818.687500 Penalty: 2964.667969
	Iteration 44Q: 3 clusters Score -837818.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -837823.500000 Penalty: 2964.667969
	Iteration 45Q: 3 clusters Score -837823.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -837830.750000 Penalty: 2964.667969
	Iteration 46Q: 3 clusters Score -837830.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -837839.250000 Penalty: 2964.667969
	Iteration 47Q: 3 clusters Score -837839.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -837846.375000 Penalty: 2964.667969
	Iteration 48Q: 3 clusters Score -837846.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -837852.375000 Penalty: 2964.667969
	Iteration 49Q: 3 clusters Score -837852.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -837854.937500 Penalty: 2964.667969
	Iteration 50Q: 3 clusters Score -837854.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -837859.375000 Penalty: 2964.667969
	Iteration 51Q: 3 clusters Score -837859.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -837861.562500 Penalty: 2964.667969
	Iteration 52Q: 3 clusters Score -837861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -837866.062500 Penalty: 2964.667969
	Iteration 53Q: 3 clusters Score -837866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -837868.687500 Penalty: 2964.667969
	Iteration 54Q: 3 clusters Score -837868.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -837874.437500 Penalty: 2964.667969
	Iteration 55Q: 3 clusters Score -837874.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -837879.125000 Penalty: 2964.667969
	Iteration 56Q: 3 clusters Score -837879.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -837889.062500 Penalty: 2964.667969
	Iteration 57Q: 3 clusters Score -837889.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -837894.875000 Penalty: 2964.667969
	Iteration 58Q: 3 clusters Score -837894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -837898.312500 Penalty: 2964.667969
	Iteration 59Q: 3 clusters Score -837898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -837902.125000 Penalty: 2964.667969
	Iteration 60F: 3 clusters Score -837902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -837904.000000 Penalty: 2964.667969
	Iteration 61Q: 3 clusters Score -837904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -837904.375000 Penalty: 2964.667969
	Iteration 62Q: 3 clusters Score -837904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -837906.375000 Penalty: 2964.667969
	Iteration 63Q: 3 clusters Score -837906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -837908.625000 Penalty: 2964.667969
	Iteration 64Q: 3 clusters Score -837908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -837909.187500 Penalty: 2964.667969
	Iteration 65Q: 3 clusters Score -837909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -837909.125000 Penalty: 2964.667969
	Iteration 66Q: 3 clusters Score -837909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -837909.250000 Penalty: 2964.667969
	Iteration 67Q: 3 clusters Score -837909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -837908.562500 Penalty: 2964.667969
	Iteration 68Q: 3 clusters Score -837908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -837910.500000 Penalty: 2964.667969
	Iteration 69Q: 3 clusters Score -837910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -837909.187500 Penalty: 2964.667969
	Iteration 70Q: 3 clusters Score -837909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -837910.062500 Penalty: 2964.667969
	Iteration 71Q: 3 clusters Score -837910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -837909.562500 Penalty: 2964.667969
	Iteration 72Q: 3 clusters Score -837909.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -837910.312500 Penalty: 2964.667969
	Iteration 73Q: 3 clusters Score -837910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -837910.562500 Penalty: 2964.667969
	Iteration 74Q: 3 clusters Score -837910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -837912.562500 Penalty: 2964.667969
	Iteration 75Q: 3 clusters Score -837912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -837912.562500 Penalty: 2964.667969
	Iteration 76F: 3 clusters Score -837912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -804247.312500 Penalty: 1462.698730
	Iteration 0F: 2 clusters Score -804247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -798248.375000 Penalty: 2925.397461
	Iteration 0F: 3 clusters Score -798248.4 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -800299.250000 Penalty: 2925.397461
	Iteration 1F: 3 clusters Score -800299.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -800687.562500 Penalty: 2925.397461
	Iteration 2F: 3 clusters Score -800687.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -801039.250000 Penalty: 2925.397461
	Iteration 3F: 3 clusters Score -801039.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -801377.625000 Penalty: 2925.397461
	Iteration 4F: 3 clusters Score -801377.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -801716.062500 Penalty: 2925.397461
	Iteration 5F: 3 clusters Score -801716.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -802103.125000 Penalty: 2925.397461
	Iteration 6F: 3 clusters Score -802103.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -802447.437500 Penalty: 2925.397461
	Iteration 7F: 3 clusters Score -802447.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -802671.312500 Penalty: 2925.397461
	Iteration 8Q: 3 clusters Score -802671.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -802817.875000 Penalty: 2925.397461
	Iteration 9Q: 3 clusters Score -802817.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -802916.250000 Penalty: 2925.397461
	Iteration 10Q: 3 clusters Score -802916.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -802988.687500 Penalty: 2925.397461
	Iteration 11Q: 3 clusters Score -802988.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -803030.687500 Penalty: 2925.397461
	Iteration 12Q: 3 clusters Score -803030.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -803056.187500 Penalty: 2925.397461
	Iteration 13Q: 3 clusters Score -803056.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -803085.625000 Penalty: 2925.397461
	Iteration 14Q: 3 clusters Score -803085.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -803110.875000 Penalty: 2925.397461
	Iteration 15Q: 3 clusters Score -803110.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -803136.812500 Penalty: 2925.397461
	Iteration 16Q: 3 clusters Score -803136.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -803154.625000 Penalty: 2925.397461
	Iteration 17Q: 3 clusters Score -803154.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -803176.125000 Penalty: 2925.397461
	Iteration 18Q: 3 clusters Score -803176.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -803191.000000 Penalty: 2925.397461
	Iteration 19Q: 3 clusters Score -803191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -803203.312500 Penalty: 2925.397461
	Iteration 20F: 3 clusters Score -803203.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -803210.125000 Penalty: 2925.397461
	Iteration 21Q: 3 clusters Score -803210.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -803224.187500 Penalty: 2925.397461
	Iteration 22Q: 3 clusters Score -803224.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -803232.937500 Penalty: 2925.397461
	Iteration 23Q: 3 clusters Score -803232.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -803246.500000 Penalty: 2925.397461
	Iteration 24Q: 3 clusters Score -803246.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -803256.812500 Penalty: 2925.397461
	Iteration 25Q: 3 clusters Score -803256.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -803264.812500 Penalty: 2925.397461
	Iteration 26Q: 3 clusters Score -803264.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -803275.812500 Penalty: 2925.397461
	Iteration 27Q: 3 clusters Score -803275.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -803280.000000 Penalty: 2925.397461
	Iteration 28Q: 3 clusters Score -803280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -803285.750000 Penalty: 2925.397461
	Iteration 29Q: 3 clusters Score -803285.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -803294.625000 Penalty: 2925.397461
	Iteration 30Q: 3 clusters Score -803294.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -803301.250000 Penalty: 2925.397461
	Iteration 31Q: 3 clusters Score -803301.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -803306.062500 Penalty: 2925.397461
	Iteration 32Q: 3 clusters Score -803306.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -803310.500000 Penalty: 2925.397461
	Iteration 33Q: 3 clusters Score -803310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -803315.500000 Penalty: 2925.397461
	Iteration 34Q: 3 clusters Score -803315.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -803319.125000 Penalty: 2925.397461
	Iteration 35Q: 3 clusters Score -803319.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -803324.937500 Penalty: 2925.397461
	Iteration 36Q: 3 clusters Score -803324.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -803329.187500 Penalty: 2925.397461
	Iteration 37Q: 3 clusters Score -803329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -803333.000000 Penalty: 2925.397461
	Iteration 38Q: 3 clusters Score -803333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -803337.187500 Penalty: 2925.397461
	Iteration 39Q: 3 clusters Score -803337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -803338.500000 Penalty: 2925.397461
	Iteration 40F: 3 clusters Score -803338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -803343.000000 Penalty: 2925.397461
	Iteration 41Q: 3 clusters Score -803343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -803345.625000 Penalty: 2925.397461
	Iteration 42Q: 3 clusters Score -803345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -803346.625000 Penalty: 2925.397461
	Iteration 43Q: 3 clusters Score -803346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -803345.437500 Penalty: 2925.397461
	Iteration 44Q: 3 clusters Score -803345.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -803346.187500 Penalty: 2925.397461
	Iteration 45Q: 3 clusters Score -803346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -803348.500000 Penalty: 2925.397461
	Iteration 46Q: 3 clusters Score -803348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -803350.812500 Penalty: 2925.397461
	Iteration 47Q: 3 clusters Score -803350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -803355.375000 Penalty: 2925.397461
	Iteration 48Q: 3 clusters Score -803355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -803357.625000 Penalty: 2925.397461
	Iteration 49Q: 3 clusters Score -803357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -803356.062500 Penalty: 2925.397461
	Iteration 50Q: 3 clusters Score -803356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -803356.062500 Penalty: 2925.397461
	Iteration 51F: 3 clusters Score -803356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Entering Unmasked Estep 
Score: -2023232.125000 Penalty: 1622.311279
	Iteration 0F: 2 clusters Score -2023232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2008685.750000 Penalty: 3244.622559
	Iteration 0F: 3 clusters Score -2008686 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2014821.750000 Penalty: 3244.622559
	Iteration 1F: 3 clusters Score -2014822 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2016031.750000 Penalty: 3244.622559
	Iteration 2F: 3 clusters Score -2016032 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2017284.250000 Penalty: 3244.622559
	Iteration 3F: 3 clusters Score -2017284 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2018330.000000 Penalty: 3244.622559
	Iteration 4F: 3 clusters Score -2018330 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2019114.375000 Penalty: 3244.622559
	Iteration 5F: 3 clusters Score -2019114 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2019736.125000 Penalty: 3244.622559
	Iteration 6Q: 3 clusters Score -2019736 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2020247.750000 Penalty: 3244.622559
	Iteration 7Q: 3 clusters Score -2020248 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2020644.750000 Penalty: 3244.622559
	Iteration 8Q: 3 clusters Score -2020645 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2020943.125000 Penalty: 3244.622559
	Iteration 9Q: 3 clusters Score -2020943 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2021156.500000 Penalty: 3244.622559
	Iteration 10Q: 3 clusters Score -2021156 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2021330.500000 Penalty: 3244.622559
	Iteration 11Q: 3 clusters Score -2021330 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2021446.125000 Penalty: 3244.622559
	Iteration 12Q: 3 clusters Score -2021446 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2021555.125000 Penalty: 3244.622559
	Iteration 13Q: 3 clusters Score -2021555 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2021648.625000 Penalty: 3244.622559
	Iteration 14Q: 3 clusters Score -2021649 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2021773.375000 Penalty: 3244.622559
	Iteration 15Q: 3 clusters Score -2021773 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2021878.000000 Penalty: 3244.622559
	Iteration 16Q: 3 clusters Score -2021878 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2021980.750000 Penalty: 3244.622559
	Iteration 17Q: 3 clusters Score -2021981 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2022115.250000 Penalty: 3244.622559
	Iteration 18Q: 3 clusters Score -2022115 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2022248.750000 Penalty: 3244.622559
	Iteration 19Q: 3 clusters Score -2022249 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2022399.375000 Penalty: 3244.622559
	Iteration 20F: 3 clusters Score -2022399 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2022527.625000 Penalty: 3244.622559
	Iteration 21Q: 3 clusters Score -2022528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2022629.750000 Penalty: 3244.622559
	Iteration 22Q: 3 clusters Score -2022630 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2022714.125000 Penalty: 3244.622559
	Iteration 23Q: 3 clusters Score -2022714 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2022817.125000 Penalty: 3244.622559
	Iteration 24Q: 3 clusters Score -2022817 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2022916.375000 Penalty: 3244.622559
	Iteration 25Q: 3 clusters Score -2022916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2023001.125000 Penalty: 3244.622559
	Iteration 26Q: 3 clusters Score -2023001 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2023055.875000 Penalty: 3244.622559
	Iteration 27Q: 3 clusters Score -2023056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2023082.625000 Penalty: 3244.622559
	Iteration 28Q: 3 clusters Score -2023083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2023108.375000 Penalty: 3244.622559
	Iteration 29Q: 3 clusters Score -2023108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2023126.875000 Penalty: 3244.622559
	Iteration 30Q: 3 clusters Score -2023127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2023138.250000 Penalty: 3244.622559
	Iteration 31Q: 3 clusters Score -2023138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2023156.500000 Penalty: 3244.622559
	Iteration 32Q: 3 clusters Score -2023156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2023174.875000 Penalty: 3244.622559
	Iteration 33Q: 3 clusters Score -2023175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2023185.625000 Penalty: 3244.622559
	Iteration 34Q: 3 clusters Score -2023186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2023195.500000 Penalty: 3244.622559
	Iteration 35Q: 3 clusters Score -2023196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2023205.750000 Penalty: 3244.622559
	Iteration 36Q: 3 clusters Score -2023206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2023211.750000 Penalty: 3244.622559
	Iteration 37Q: 3 clusters Score -2023212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2023215.375000 Penalty: 3244.622559
	Iteration 38Q: 3 clusters Score -2023215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2023219.375000 Penalty: 3244.622559
	Iteration 39Q: 3 clusters Score -2023219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2023218.125000 Penalty: 3244.622559
	Iteration 40F: 3 clusters Score -2023218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2023219.250000 Penalty: 3244.622559
	Iteration 41Q: 3 clusters Score -2023219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2023220.250000 Penalty: 3244.622559
	Iteration 42Q: 3 clusters Score -2023220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2023221.125000 Penalty: 3244.622559
	Iteration 43Q: 3 clusters Score -2023221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2023225.875000 Penalty: 3244.622559
	Iteration 44Q: 3 clusters Score -2023226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2023226.750000 Penalty: 3244.622559
	Iteration 45Q: 3 clusters Score -2023227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2023226.750000 Penalty: 3244.622559
	Iteration 46F: 3 clusters Score -2023227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -390055.000000 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -390055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -386752.781250 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -386752.8 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -387696.593750 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -387696.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -387918.968750 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -387919 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -388080.250000 Penalty: 2693.937012
	Iteration 3F: 3 clusters Score -388080.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -388230.093750 Penalty: 2693.937012
	Iteration 4F: 3 clusters Score -388230.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -388359.000000 Penalty: 2693.937012
	Iteration 5Q: 3 clusters Score -388359 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -388467.718750 Penalty: 2693.937012
	Iteration 6Q: 3 clusters Score -388467.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -388548.531250 Penalty: 2693.937012
	Iteration 7Q: 3 clusters Score -388548.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -388605.812500 Penalty: 2693.937012
	Iteration 8Q: 3 clusters Score -388605.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -388659.625000 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -388659.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -388724.406250 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -388724.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -388782.843750 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -388782.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -388814.156250 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -388814.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -388833.937500 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -388833.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -388844.781250 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -388844.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -388852.656250 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -388852.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -388864.218750 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -388864.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -388877.562500 Penalty: 2693.937012
	Iteration 17Q: 3 clusters Score -388877.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -388887.250000 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -388887.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -388896.968750 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -388897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -388901.125000 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -388901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -388904.093750 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -388904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -388910.031250 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -388910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -388915.687500 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -388915.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -388926.562500 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -388926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -388928.781250 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -388928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -388932.031250 Penalty: 2693.937012
	Iteration 26Q: 3 clusters Score -388932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -388936.750000 Penalty: 2693.937012
	Iteration 27Q: 3 clusters Score -388936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -388939.468750 Penalty: 2693.937012
	Iteration 28Q: 3 clusters Score -388939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -388943.218750 Penalty: 2693.937012
	Iteration 29Q: 3 clusters Score -388943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -388944.218750 Penalty: 2693.937012
	Iteration 30Q: 3 clusters Score -388944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -388945.125000 Penalty: 2693.937012
	Iteration 31Q: 3 clusters Score -388945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -388945.906250 Penalty: 2693.937012
	Iteration 32Q: 3 clusters Score -388945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -388946.468750 Penalty: 2693.937012
	Iteration 33Q: 3 clusters Score -388946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -388947.593750 Penalty: 2693.937012
	Iteration 34Q: 3 clusters Score -388947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -388948.937500 Penalty: 2693.937012
	Iteration 35Q: 3 clusters Score -388948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -388949.343750 Penalty: 2693.937012
	Iteration 36Q: 3 clusters Score -388949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -388949.343750 Penalty: 2693.937012
	Iteration 37F: 3 clusters Score -388949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -170597.875000 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -170597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168675.296875 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -168675.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -169215.218750 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -169215.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -169409.828125 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -169409.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169581.390625 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -169581.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169715.343750 Penalty: 2431.322510
	Iteration 4F: 3 clusters Score -169715.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169789.453125 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -169789.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -169848.296875 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -169848.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -169887.625000 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -169887.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -169914.812500 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -169914.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -169934.406250 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -169934.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -169947.171875 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -169947.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -169956.609375 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -169956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -169968.781250 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -169968.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -169978.406250 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -169978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -169984.062500 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -169984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -169988.531250 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -169988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -169994.921875 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -169994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -169998.953125 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -169999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -170001.250000 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -170001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -170003.984375 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -170004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -170006.609375 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -170006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -170009.234375 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -170009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170011.125000 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -170011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -170014.718750 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -170014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -170015.875000 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -170015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -170016.421875 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -170016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -170016.875000 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -170016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -170018.031250 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -170018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -170019.546875 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -170019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -170020.875000 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -170020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170021.140625 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -170021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170021.140625 Penalty: 2431.322510
	Iteration 31F: 3 clusters Score -170021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114157 members 
Entering Unmasked Estep 
Score: -11650486.000000 Penalty: 1892.366211
	Iteration 0F: 2 clusters Score -1.165049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -11575481.000000 Penalty: 3784.732422
	Iteration 0F: 3 clusters Score -1.157548e+07 nChanged 54750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -11608021.000000 Penalty: 3784.732422
	Iteration 1F: 3 clusters Score -1.160802e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -11609635.000000 Penalty: 3784.732422
	Iteration 2Q: 3 clusters Score -1.160964e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -11611681.000000 Penalty: 3784.732422
	Iteration 3Q: 3 clusters Score -1.161168e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -11614474.000000 Penalty: 3784.732422
	Iteration 4F: 3 clusters Score -1.161447e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -11618208.000000 Penalty: 3784.732422
	Iteration 5F: 3 clusters Score -1.161821e+07 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -11622703.000000 Penalty: 3784.732422
	Iteration 6F: 3 clusters Score -1.16227e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -11627750.000000 Penalty: 3784.732422
	Iteration 7F: 3 clusters Score -1.162775e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -11632949.000000 Penalty: 3784.732422
	Iteration 8F: 3 clusters Score -1.163295e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -11637827.000000 Penalty: 3784.732422
	Iteration 9F: 3 clusters Score -1.163783e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -11642139.000000 Penalty: 3784.732422
	Iteration 10Q: 3 clusters Score -1.164214e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 108445 members 
Entering Unmasked Estep 
Score: -11645205.000000 Penalty: 3784.732422
	Iteration 11Q: 3 clusters Score -1.16452e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -11646953.000000 Penalty: 3784.732422
	Iteration 12Q: 3 clusters Score -1.164695e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -11647908.000000 Penalty: 3784.732422
	Iteration 13Q: 3 clusters Score -1.164791e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -11648414.000000 Penalty: 3784.732422
	Iteration 14Q: 3 clusters Score -1.164841e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 113070 members 
Entering Unmasked Estep 
Score: -11648705.000000 Penalty: 3784.732422
	Iteration 15Q: 3 clusters Score -1.16487e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -11648853.000000 Penalty: 3784.732422
	Iteration 16Q: 3 clusters Score -1.164885e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -11648946.000000 Penalty: 3784.732422
	Iteration 17Q: 3 clusters Score -1.164895e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -11649006.000000 Penalty: 3784.732422
	Iteration 18Q: 3 clusters Score -1.164901e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -11649049.000000 Penalty: 3784.732422
	Iteration 19Q: 3 clusters Score -1.164905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -11649071.000000 Penalty: 3784.732422
	Iteration 20F: 3 clusters Score -1.164907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 113618 members 
Entering Unmasked Estep 
Score: -11649109.000000 Penalty: 3784.732422
	Iteration 21Q: 3 clusters Score -1.164911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -11649129.000000 Penalty: 3784.732422
	Iteration 22Q: 3 clusters Score -1.164913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -11649178.000000 Penalty: 3784.732422
	Iteration 23Q: 3 clusters Score -1.164918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 113660 members 
Entering Unmasked Estep 
Score: -11649198.000000 Penalty: 3784.732422
	Iteration 24Q: 3 clusters Score -1.16492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -11649203.000000 Penalty: 3784.732422
	Iteration 25Q: 3 clusters Score -1.16492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 113669 members 
Entering Unmasked Estep 
Score: -11649232.000000 Penalty: 3784.732422
	Iteration 26Q: 3 clusters Score -1.164923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -11649233.000000 Penalty: 3784.732422
	Iteration 27Q: 3 clusters Score -1.164923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -11649230.000000 Penalty: 3784.732422
	Iteration 28Q: 3 clusters Score -1.164923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -11649234.000000 Penalty: 3784.732422
	Iteration 29Q: 3 clusters Score -1.164923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -11649233.000000 Penalty: 3784.732422
	Iteration 30Q: 3 clusters Score -1.164923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -11649242.000000 Penalty: 3784.732422
	Iteration 31Q: 3 clusters Score -1.164924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -11649244.000000 Penalty: 3784.732422
	Iteration 32Q: 3 clusters Score -1.164924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -11649239.000000 Penalty: 3784.732422
	Iteration 33Q: 3 clusters Score -1.164924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -11649249.000000 Penalty: 3784.732422
	Iteration 34Q: 3 clusters Score -1.164925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -11649257.000000 Penalty: 3784.732422
	Iteration 35Q: 3 clusters Score -1.164926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -11649263.000000 Penalty: 3784.732422
	Iteration 36Q: 3 clusters Score -1.164926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -11649258.000000 Penalty: 3784.732422
	Iteration 37Q: 3 clusters Score -1.164926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -11649272.000000 Penalty: 3784.732422
	Iteration 38Q: 3 clusters Score -1.164927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -11649279.000000 Penalty: 3784.732422
	Iteration 39Q: 3 clusters Score -1.164928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -11649288.000000 Penalty: 3784.732422
	Iteration 40F: 3 clusters Score -1.164929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 113700 members 
Entering Unmasked Estep 
Score: -11649307.000000 Penalty: 3784.732422
	Iteration 41Q: 3 clusters Score -1.164931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 113700 members 
Entering Unmasked Estep 
Score: -11649307.000000 Penalty: 3784.732422
	Iteration 42Q: 3 clusters Score -1.164931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -11649303.000000 Penalty: 3784.732422
	Iteration 43Q: 3 clusters Score -1.16493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -11649311.000000 Penalty: 3784.732422
	Iteration 44Q: 3 clusters Score -1.164931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -11649322.000000 Penalty: 3784.732422
	Iteration 45Q: 3 clusters Score -1.164932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -11649326.000000 Penalty: 3784.732422
	Iteration 46Q: 3 clusters Score -1.164933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -11649354.000000 Penalty: 3784.732422
	Iteration 47Q: 3 clusters Score -1.164935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 113712 members 
Entering Unmasked Estep 
Score: -11649353.000000 Penalty: 3784.732422
	Iteration 48Q: 3 clusters Score -1.164935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -11649382.000000 Penalty: 3784.732422
	Iteration 49Q: 3 clusters Score -1.164938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -11649381.000000 Penalty: 3784.732422
	Iteration 50Q: 3 clusters Score -1.164938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -11649416.000000 Penalty: 3784.732422
	Iteration 51Q: 3 clusters Score -1.164942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -11649435.000000 Penalty: 3784.732422
	Iteration 52Q: 3 clusters Score -1.164944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -11649455.000000 Penalty: 3784.732422
	Iteration 53Q: 3 clusters Score -1.164946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -11649461.000000 Penalty: 3784.732422
	Iteration 54Q: 3 clusters Score -1.164946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -11649481.000000 Penalty: 3784.732422
	Iteration 55Q: 3 clusters Score -1.164948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -11649487.000000 Penalty: 3784.732422
	Iteration 56Q: 3 clusters Score -1.164949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -11649490.000000 Penalty: 3784.732422
	Iteration 57Q: 3 clusters Score -1.164949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -11649497.000000 Penalty: 3784.732422
	Iteration 58Q: 3 clusters Score -1.16495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -11649498.000000 Penalty: 3784.732422
	Iteration 59Q: 3 clusters Score -1.16495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -11649496.000000 Penalty: 3784.732422
	Iteration 60F: 3 clusters Score -1.16495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -11649494.000000 Penalty: 3784.732422
	Iteration 61Q: 3 clusters Score -1.164949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -11649492.000000 Penalty: 3784.732422
	Iteration 62Q: 3 clusters Score -1.164949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -11649494.000000 Penalty: 3784.732422
	Iteration 63Q: 3 clusters Score -1.164949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -11649495.000000 Penalty: 3784.732422
	Iteration 64Q: 3 clusters Score -1.16495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -11649495.000000 Penalty: 3784.732422
	Iteration 65F: 3 clusters Score -1.16495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -197676.203125 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -197676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -195580.531250 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -195580.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -196006.828125 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -196006.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196119.343750 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -196119.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196196.609375 Penalty: 2471.104736
	Iteration 3F: 3 clusters Score -196196.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -196248.906250 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -196248.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196300.734375 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -196300.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196336.703125 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -196336.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196364.390625 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -196364.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196387.062500 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -196387.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -196419.125000 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -196419.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196447.125000 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -196447.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196461.609375 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -196461.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196479.765625 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -196479.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -196499.453125 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -196499.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -196510.578125 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -196510.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -196519.984375 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -196520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -196531.671875 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -196531.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -196548.093750 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -196548.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -196561.156250 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -196561.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196577.046875 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -196577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -196592.375000 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -196592.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -196602.703125 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -196602.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196607.687500 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -196607.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -196613.000000 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -196613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196615.328125 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -196615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196616.968750 Penalty: 2471.104736
	Iteration 25Q: 3 clusters Score -196617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -196618.859375 Penalty: 2471.104736
	Iteration 26Q: 3 clusters Score -196618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196621.046875 Penalty: 2471.104736
	Iteration 27Q: 3 clusters Score -196621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196623.359375 Penalty: 2471.104736
	Iteration 28Q: 3 clusters Score -196623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -196625.484375 Penalty: 2471.104736
	Iteration 29Q: 3 clusters Score -196625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196625.781250 Penalty: 2471.104736
	Iteration 30Q: 3 clusters Score -196625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196626.781250 Penalty: 2471.104736
	Iteration 31Q: 3 clusters Score -196626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196628.765625 Penalty: 2471.104736
	Iteration 32Q: 3 clusters Score -196628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196630.406250 Penalty: 2471.104736
	Iteration 33Q: 3 clusters Score -196630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -196631.500000 Penalty: 2471.104736
	Iteration 34Q: 3 clusters Score -196631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196631.406250 Penalty: 2471.104736
	Iteration 35Q: 3 clusters Score -196631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196631.406250 Penalty: 2471.104736
	Iteration 36F: 3 clusters Score -196631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1030232.187500 Penalty: 1498.265137
	Iteration 0F: 2 clusters Score -1030232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1022973.312500 Penalty: 2996.530273
	Iteration 0F: 3 clusters Score -1022973 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1025394.812500 Penalty: 2996.530273
	Iteration 1F: 3 clusters Score -1025395 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1025717.875000 Penalty: 2996.530273
	Iteration 2F: 3 clusters Score -1025718 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1025985.687500 Penalty: 2996.530273
	Iteration 3F: 3 clusters Score -1025986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1026241.125000 Penalty: 2996.530273
	Iteration 4F: 3 clusters Score -1026241 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1026522.250000 Penalty: 2996.530273
	Iteration 5Q: 3 clusters Score -1026522 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1026773.625000 Penalty: 2996.530273
	Iteration 6Q: 3 clusters Score -1026774 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1026988.375000 Penalty: 2996.530273
	Iteration 7Q: 3 clusters Score -1026988 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1027219.875000 Penalty: 2996.530273
	Iteration 8Q: 3 clusters Score -1027220 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1027436.500000 Penalty: 2996.530273
	Iteration 9Q: 3 clusters Score -1027436 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1027581.750000 Penalty: 2996.530273
	Iteration 10Q: 3 clusters Score -1027582 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1027699.062500 Penalty: 2996.530273
	Iteration 11Q: 3 clusters Score -1027699 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1027770.250000 Penalty: 2996.530273
	Iteration 12Q: 3 clusters Score -1027770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1027827.562500 Penalty: 2996.530273
	Iteration 13Q: 3 clusters Score -1027828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1027862.437500 Penalty: 2996.530273
	Iteration 14Q: 3 clusters Score -1027862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1027894.187500 Penalty: 2996.530273
	Iteration 15Q: 3 clusters Score -1027894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1027921.750000 Penalty: 2996.530273
	Iteration 16Q: 3 clusters Score -1027922 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1027945.375000 Penalty: 2996.530273
	Iteration 17Q: 3 clusters Score -1027945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1027962.000000 Penalty: 2996.530273
	Iteration 18Q: 3 clusters Score -1027962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1027977.875000 Penalty: 2996.530273
	Iteration 19Q: 3 clusters Score -1027978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1027991.062500 Penalty: 2996.530273
	Iteration 20F: 3 clusters Score -1027991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1028005.000000 Penalty: 2996.530273
	Iteration 21Q: 3 clusters Score -1028005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1028016.000000 Penalty: 2996.530273
	Iteration 22Q: 3 clusters Score -1028016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1028028.562500 Penalty: 2996.530273
	Iteration 23Q: 3 clusters Score -1028029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1028045.812500 Penalty: 2996.530273
	Iteration 24Q: 3 clusters Score -1028046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1028062.187500 Penalty: 2996.530273
	Iteration 25Q: 3 clusters Score -1028062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1028076.750000 Penalty: 2996.530273
	Iteration 26Q: 3 clusters Score -1028077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1028094.312500 Penalty: 2996.530273
	Iteration 27Q: 3 clusters Score -1028094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1028114.062500 Penalty: 2996.530273
	Iteration 28Q: 3 clusters Score -1028114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1028129.250000 Penalty: 2996.530273
	Iteration 29Q: 3 clusters Score -1028129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1028140.000000 Penalty: 2996.530273
	Iteration 30Q: 3 clusters Score -1028140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1028151.625000 Penalty: 2996.530273
	Iteration 31Q: 3 clusters Score -1028152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1028158.375000 Penalty: 2996.530273
	Iteration 32Q: 3 clusters Score -1028158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1028176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1028181 nChanged 38
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Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1028190 nChanged 47
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Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1028201 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1028210 nChanged 44
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Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1028218 nChanged 48
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Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1028230 nChanged 36
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1028237 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1028300 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1028340 nChanged 37
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Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1028367 nChanged 33
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Mstep: Class 1 contains 3952 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1028382 nChanged 23
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Mstep: Class 1 contains 3902 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3892 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3881 members 
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	Iteration 66Q: 3 clusters Score -1028391 nChanged 19
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Mstep: Class 1 contains 3870 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3857 members 
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	Iteration 68Q: 3 clusters Score -1028396 nChanged 23
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Mstep: Class 1 contains 3842 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1028398 nChanged 26
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Mstep: Class 1 contains 3822 members 
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Mstep: Class 1 contains 3801 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3788 members 
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Mstep: Class 1 contains 3780 members 
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Mstep: Class 1 contains 3765 members 
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Mstep: Class 1 contains 3747 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3724 members 
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Mstep: Class 1 contains 3693 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3655 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3622 members 
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Mstep: Class 1 contains 3594 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1028466 nChanged 28
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Mstep: Class 1 contains 3580 members 
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	Iteration 81Q: 3 clusters Score -1028473 nChanged 16
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Mstep: Class 1 contains 3574 members 
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Mstep: Class 1 contains 3565 members 
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	Iteration 83Q: 3 clusters Score -1028478 nChanged 13
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Mstep: Class 1 contains 3556 members 
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	Iteration 84Q: 3 clusters Score -1028478 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3546 members 
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	Iteration 85Q: 3 clusters Score -1028484 nChanged 22
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Mstep: Class 1 contains 3528 members 
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Mstep: Class 1 contains 3510 members 
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Mstep: Class 1 contains 3490 members 
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Mstep: Class 1 contains 3471 members 
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Mstep: Class 1 contains 3437 members 
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Mstep: Class 1 contains 3410 members 
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Mstep: Class 1 contains 3384 members 
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Mstep: Class 1 contains 3354 members 
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	Iteration 93Q: 3 clusters Score -1028549 nChanged 44
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Mstep: Class 1 contains 3316 members 
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Mstep: Class 1 contains 3281 members 
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Mstep: Class 1 contains 3245 members 
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Mstep: Class 1 contains 3215 members 
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Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6922 members 
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	Iteration 98Q: 3 clusters Score -1028604 nChanged 38
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Mstep: Class 1 contains 3142 members 
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Mstep: Class 1 contains 3105 members 
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	Iteration 100F: 3 clusters Score -1028634 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7042 members 
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	Iteration 101Q: 3 clusters Score -1028654 nChanged 54
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7096 members 
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Mstep: Class 1 contains 2953 members 
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Mstep: Class 1 contains 2886 members 
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Mstep: Class 1 contains 2863 members 
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	Iteration 108Q: 3 clusters Score -1028717 nChanged 18
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	Iteration 114Q: 3 clusters Score -1028736 nChanged 17
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	Iteration 118Q: 3 clusters Score -1028746 nChanged 11
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	Iteration 120F: 3 clusters Score -1028750 nChanged 4
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	Iteration 121Q: 3 clusters Score -1028751 nChanged 5
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	Iteration 122Q: 3 clusters Score -1028752 nChanged 3
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	Iteration 123Q: 3 clusters Score -1028752 nChanged 1
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	Iteration 124Q: 3 clusters Score -1028752 nChanged 3
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	Iteration 125Q: 3 clusters Score -1028751 nChanged 3
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	Iteration 126Q: 3 clusters Score -1028750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1028751.875000 Penalty: 2996.530273
	Iteration 127Q: 3 clusters Score -1028752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1028753.125000 Penalty: 2996.530273
	Iteration 128Q: 3 clusters Score -1028753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1028751.625000 Penalty: 2996.530273
	Iteration 129Q: 3 clusters Score -1028752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1028751.625000 Penalty: 2996.530273
	Iteration 130F: 3 clusters Score -1028752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Entering Unmasked Estep 
Score: -914040.187500 Penalty: 1481.568970
	Iteration 0F: 2 clusters Score -914040.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -907417.750000 Penalty: 2963.137939
	Iteration 0F: 3 clusters Score -907417.8 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -909690.875000 Penalty: 2963.137939
	Iteration 1F: 3 clusters Score -909690.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -910130.062500 Penalty: 2963.137939
	Iteration 2F: 3 clusters Score -910130.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -910552.875000 Penalty: 2963.137939
	Iteration 3F: 3 clusters Score -910552.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -910988.500000 Penalty: 2963.137939
	Iteration 4F: 3 clusters Score -910988.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -911399.125000 Penalty: 2963.137939
	Iteration 5F: 3 clusters Score -911399.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -911699.437500 Penalty: 2963.137939
	Iteration 6F: 3 clusters Score -911699.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -911921.937500 Penalty: 2963.137939
	Iteration 7Q: 3 clusters Score -911921.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -912109.500000 Penalty: 2963.137939
	Iteration 8Q: 3 clusters Score -912109.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -912265.250000 Penalty: 2963.137939
	Iteration 9Q: 3 clusters Score -912265.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -912406.375000 Penalty: 2963.137939
	Iteration 10Q: 3 clusters Score -912406.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -912499.375000 Penalty: 2963.137939
	Iteration 11Q: 3 clusters Score -912499.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -912569.500000 Penalty: 2963.137939
	Iteration 12Q: 3 clusters Score -912569.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -912616.500000 Penalty: 2963.137939
	Iteration 13Q: 3 clusters Score -912616.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -912644.687500 Penalty: 2963.137939
	Iteration 14Q: 3 clusters Score -912644.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -912673.250000 Penalty: 2963.137939
	Iteration 15Q: 3 clusters Score -912673.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -912705.687500 Penalty: 2963.137939
	Iteration 16Q: 3 clusters Score -912705.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -912721.875000 Penalty: 2963.137939
	Iteration 17Q: 3 clusters Score -912721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -912734.625000 Penalty: 2963.137939
	Iteration 18Q: 3 clusters Score -912734.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -912740.750000 Penalty: 2963.137939
	Iteration 19Q: 3 clusters Score -912740.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -912751.562500 Penalty: 2963.137939
	Iteration 20F: 3 clusters Score -912751.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -912759.812500 Penalty: 2963.137939
	Iteration 21Q: 3 clusters Score -912759.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -912768.437500 Penalty: 2963.137939
	Iteration 22Q: 3 clusters Score -912768.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -912770.812500 Penalty: 2963.137939
	Iteration 23Q: 3 clusters Score -912770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -912776.062500 Penalty: 2963.137939
	Iteration 24Q: 3 clusters Score -912776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -912779.750000 Penalty: 2963.137939
	Iteration 25Q: 3 clusters Score -912779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -912781.062500 Penalty: 2963.137939
	Iteration 26Q: 3 clusters Score -912781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -912786.937500 Penalty: 2963.137939
	Iteration 27Q: 3 clusters Score -912786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -912787.500000 Penalty: 2963.137939
	Iteration 28Q: 3 clusters Score -912787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -912788.187500 Penalty: 2963.137939
	Iteration 29Q: 3 clusters Score -912788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -912789.937500 Penalty: 2963.137939
	Iteration 30Q: 3 clusters Score -912789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -912793.562500 Penalty: 2963.137939
	Iteration 31Q: 3 clusters Score -912793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -912795.562500 Penalty: 2963.137939
	Iteration 32Q: 3 clusters Score -912795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -912797.687500 Penalty: 2963.137939
	Iteration 33Q: 3 clusters Score -912797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -912797.750000 Penalty: 2963.137939
	Iteration 34Q: 3 clusters Score -912797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -912801.562500 Penalty: 2963.137939
	Iteration 35Q: 3 clusters Score -912801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -912804.875000 Penalty: 2963.137939
	Iteration 36Q: 3 clusters Score -912804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -912803.500000 Penalty: 2963.137939
	Iteration 37Q: 3 clusters Score -912803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -912807.437500 Penalty: 2963.137939
	Iteration 38Q: 3 clusters Score -912807.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -912811.812500 Penalty: 2963.137939
	Iteration 39Q: 3 clusters Score -912811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -912814.625000 Penalty: 2963.137939
	Iteration 40F: 3 clusters Score -912814.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -912818.000000 Penalty: 2963.137939
	Iteration 41Q: 3 clusters Score -912818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -912821.187500 Penalty: 2963.137939
	Iteration 42Q: 3 clusters Score -912821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -912822.000000 Penalty: 2963.137939
	Iteration 43Q: 3 clusters Score -912822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -912826.000000 Penalty: 2963.137939
	Iteration 44Q: 3 clusters Score -912826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -912830.250000 Penalty: 2963.137939
	Iteration 45Q: 3 clusters Score -912830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -912834.812500 Penalty: 2963.137939
	Iteration 46Q: 3 clusters Score -912834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -912835.562500 Penalty: 2963.137939
	Iteration 47Q: 3 clusters Score -912835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -912836.187500 Penalty: 2963.137939
	Iteration 48Q: 3 clusters Score -912836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -912839.062500 Penalty: 2963.137939
	Iteration 49Q: 3 clusters Score -912839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -912840.687500 Penalty: 2963.137939
	Iteration 50Q: 3 clusters Score -912840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -912842.062500 Penalty: 2963.137939
	Iteration 51Q: 3 clusters Score -912842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -912842.000000 Penalty: 2963.137939
	Iteration 52Q: 3 clusters Score -912842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -912843.937500 Penalty: 2963.137939
	Iteration 53Q: 3 clusters Score -912843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -912843.687500 Penalty: 2963.137939
	Iteration 54Q: 3 clusters Score -912843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -912849.937500 Penalty: 2963.137939
	Iteration 55Q: 3 clusters Score -912849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -912852.812500 Penalty: 2963.137939
	Iteration 56Q: 3 clusters Score -912852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -912853.500000 Penalty: 2963.137939
	Iteration 57Q: 3 clusters Score -912853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -912855.750000 Penalty: 2963.137939
	Iteration 58Q: 3 clusters Score -912855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -912859.375000 Penalty: 2963.137939
	Iteration 59Q: 3 clusters Score -912859.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -912863.687500 Penalty: 2963.137939
	Iteration 60F: 3 clusters Score -912863.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -912864.437500 Penalty: 2963.137939
	Iteration 61Q: 3 clusters Score -912864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -912867.500000 Penalty: 2963.137939
	Iteration 62Q: 3 clusters Score -912867.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -912873.062500 Penalty: 2963.137939
	Iteration 63Q: 3 clusters Score -912873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -912876.312500 Penalty: 2963.137939
	Iteration 64Q: 3 clusters Score -912876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -912875.875000 Penalty: 2963.137939
	Iteration 65Q: 3 clusters Score -912875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -912879.312500 Penalty: 2963.137939
	Iteration 66Q: 3 clusters Score -912879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -912880.750000 Penalty: 2963.137939
	Iteration 67Q: 3 clusters Score -912880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -912879.562500 Penalty: 2963.137939
	Iteration 68Q: 3 clusters Score -912879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -912879.562500 Penalty: 2963.137939
	Iteration 69F: 3 clusters Score -912879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -97391.164062 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -97391.16 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 500 members 
Entering Unmasked Estep 
Score: -95965.890625 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -95965.89 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96253.164062 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -96253.16 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -96327.960938 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -96327.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96365.351562 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -96365.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96387.132812 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -96387.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96397.429688 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -96397.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -96402.625000 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -96402.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96406.164062 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -96406.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -96415.539062 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -96415.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -96422.367188 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -96422.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96432.515625 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -96432.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -96439.570312 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -96439.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96443.960938 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -96443.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96445.757812 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -96445.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96447.554688 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -96447.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96449.851562 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -96449.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96452.125000 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -96452.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96456.343750 Penalty: 2248.897217
	Iteration 17Q: 3 clusters Score -96456.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96457.531250 Penalty: 2248.897217
	Iteration 18Q: 3 clusters Score -96457.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96459.000000 Penalty: 2248.897217
	Iteration 19Q: 3 clusters Score -96459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96459.710938 Penalty: 2248.897217
	Iteration 20F: 3 clusters Score -96459.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Entering Unmasked Estep 
Score: -533481.812500 Penalty: 1390.448486
	Iteration 0F: 2 clusters Score -533481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -529431.750000 Penalty: 2780.896973
	Iteration 0F: 3 clusters Score -529431.8 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -530643.312500 Penalty: 2780.896973
	Iteration 1F: 3 clusters Score -530643.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -530935.312500 Penalty: 2780.896973
	Iteration 2F: 3 clusters Score -530935.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -531243.000000 Penalty: 2780.896973
	Iteration 3F: 3 clusters Score -531243 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -531552.062500 Penalty: 2780.896973
	Iteration 4F: 3 clusters Score -531552.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -531754.937500 Penalty: 2780.896973
	Iteration 5F: 3 clusters Score -531754.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -531905.312500 Penalty: 2780.896973
	Iteration 6Q: 3 clusters Score -531905.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -532001.312500 Penalty: 2780.896973
	Iteration 7Q: 3 clusters Score -532001.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -532082.562500 Penalty: 2780.896973
	Iteration 8Q: 3 clusters Score -532082.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -532145.500000 Penalty: 2780.896973
	Iteration 9Q: 3 clusters Score -532145.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -532175.750000 Penalty: 2780.896973
	Iteration 10Q: 3 clusters Score -532175.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -532195.250000 Penalty: 2780.896973
	Iteration 11Q: 3 clusters Score -532195.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -532210.437500 Penalty: 2780.896973
	Iteration 12Q: 3 clusters Score -532210.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -532221.500000 Penalty: 2780.896973
	Iteration 13Q: 3 clusters Score -532221.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -532232.062500 Penalty: 2780.896973
	Iteration 14Q: 3 clusters Score -532232.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -532240.062500 Penalty: 2780.896973
	Iteration 15Q: 3 clusters Score -532240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -532248.937500 Penalty: 2780.896973
	Iteration 16Q: 3 clusters Score -532248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -532252.562500 Penalty: 2780.896973
	Iteration 17Q: 3 clusters Score -532252.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -532257.187500 Penalty: 2780.896973
	Iteration 18Q: 3 clusters Score -532257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -532260.937500 Penalty: 2780.896973
	Iteration 19Q: 3 clusters Score -532260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -532263.812500 Penalty: 2780.896973
	Iteration 20F: 3 clusters Score -532263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -532270.187500 Penalty: 2780.896973
	Iteration 21Q: 3 clusters Score -532270.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -532273.750000 Penalty: 2780.896973
	Iteration 22Q: 3 clusters Score -532273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -532275.812500 Penalty: 2780.896973
	Iteration 23Q: 3 clusters Score -532275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -532278.437500 Penalty: 2780.896973
	Iteration 24Q: 3 clusters Score -532278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -532278.625000 Penalty: 2780.896973
	Iteration 25Q: 3 clusters Score -532278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -532280.812500 Penalty: 2780.896973
	Iteration 26Q: 3 clusters Score -532280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -532281.375000 Penalty: 2780.896973
	Iteration 27Q: 3 clusters Score -532281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -532282.000000 Penalty: 2780.896973
	Iteration 28Q: 3 clusters Score -532282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -532282.687500 Penalty: 2780.896973
	Iteration 29Q: 3 clusters Score -532282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -532282.500000 Penalty: 2780.896973
	Iteration 30Q: 3 clusters Score -532282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -532283.312500 Penalty: 2780.896973
	Iteration 31Q: 3 clusters Score -532283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -532283.062500 Penalty: 2780.896973
	Iteration 32Q: 3 clusters Score -532283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -532283.875000 Penalty: 2780.896973
	Iteration 33Q: 3 clusters Score -532283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -532285.625000 Penalty: 2780.896973
	Iteration 34Q: 3 clusters Score -532285.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -532287.750000 Penalty: 2780.896973
	Iteration 35Q: 3 clusters Score -532287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -532289.125000 Penalty: 2780.896973
	Iteration 36Q: 3 clusters Score -532289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -532292.625000 Penalty: 2780.896973
	Iteration 37Q: 3 clusters Score -532292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -532297.812500 Penalty: 2780.896973
	Iteration 38Q: 3 clusters Score -532297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -532303.500000 Penalty: 2780.896973
	Iteration 39Q: 3 clusters Score -532303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -532306.750000 Penalty: 2780.896973
	Iteration 40F: 3 clusters Score -532306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -532310.437500 Penalty: 2780.896973
	Iteration 41Q: 3 clusters Score -532310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -532314.000000 Penalty: 2780.896973
	Iteration 42Q: 3 clusters Score -532314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -532318.812500 Penalty: 2780.896973
	Iteration 43Q: 3 clusters Score -532318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -532323.250000 Penalty: 2780.896973
	Iteration 44Q: 3 clusters Score -532323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -532332.625000 Penalty: 2780.896973
	Iteration 45Q: 3 clusters Score -532332.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -532343.687500 Penalty: 2780.896973
	Iteration 46Q: 3 clusters Score -532343.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -532358.687500 Penalty: 2780.896973
	Iteration 47Q: 3 clusters Score -532358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -532367.562500 Penalty: 2780.896973
	Iteration 48Q: 3 clusters Score -532367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -532378.937500 Penalty: 2780.896973
	Iteration 49Q: 3 clusters Score -532378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -532387.187500 Penalty: 2780.896973
	Iteration 50Q: 3 clusters Score -532387.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -532398.062500 Penalty: 2780.896973
	Iteration 51Q: 3 clusters Score -532398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -532408.187500 Penalty: 2780.896973
	Iteration 52Q: 3 clusters Score -532408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -532413.062500 Penalty: 2780.896973
	Iteration 53Q: 3 clusters Score -532413.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -532424.000000 Penalty: 2780.896973
	Iteration 54Q: 3 clusters Score -532424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -532438.250000 Penalty: 2780.896973
	Iteration 55Q: 3 clusters Score -532438.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -532449.812500 Penalty: 2780.896973
	Iteration 56Q: 3 clusters Score -532449.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -532463.500000 Penalty: 2780.896973
	Iteration 57Q: 3 clusters Score -532463.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -532473.062500 Penalty: 2780.896973
	Iteration 58Q: 3 clusters Score -532473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -532478.000000 Penalty: 2780.896973
	Iteration 59Q: 3 clusters Score -532478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -532487.625000 Penalty: 2780.896973
	Iteration 60F: 3 clusters Score -532487.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -532496.250000 Penalty: 2780.896973
	Iteration 61Q: 3 clusters Score -532496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -532507.437500 Penalty: 2780.896973
	Iteration 62Q: 3 clusters Score -532507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -532515.437500 Penalty: 2780.896973
	Iteration 63Q: 3 clusters Score -532515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -532521.062500 Penalty: 2780.896973
	Iteration 64Q: 3 clusters Score -532521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -532525.437500 Penalty: 2780.896973
	Iteration 65Q: 3 clusters Score -532525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -532530.687500 Penalty: 2780.896973
	Iteration 66Q: 3 clusters Score -532530.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -532536.875000 Penalty: 2780.896973
	Iteration 67Q: 3 clusters Score -532536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -532545.000000 Penalty: 2780.896973
	Iteration 68Q: 3 clusters Score -532545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -532548.062500 Penalty: 2780.896973
	Iteration 69Q: 3 clusters Score -532548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -532552.937500 Penalty: 2780.896973
	Iteration 70Q: 3 clusters Score -532552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -532557.875000 Penalty: 2780.896973
	Iteration 71Q: 3 clusters Score -532557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -532562.187500 Penalty: 2780.896973
	Iteration 72Q: 3 clusters Score -532562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -532568.000000 Penalty: 2780.896973
	Iteration 73Q: 3 clusters Score -532568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -532572.250000 Penalty: 2780.896973
	Iteration 74Q: 3 clusters Score -532572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -532576.437500 Penalty: 2780.896973
	Iteration 75Q: 3 clusters Score -532576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -532580.437500 Penalty: 2780.896973
	Iteration 76Q: 3 clusters Score -532580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -532580.937500 Penalty: 2780.896973
	Iteration 77Q: 3 clusters Score -532580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -532582.062500 Penalty: 2780.896973
	Iteration 78Q: 3 clusters Score -532582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -532583.375000 Penalty: 2780.896973
	Iteration 79Q: 3 clusters Score -532583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -532583.125000 Penalty: 2780.896973
	Iteration 80F: 3 clusters Score -532583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Entering Unmasked Estep 
Score: -810356.875000 Penalty: 1456.075928
	Iteration 0F: 2 clusters Score -810356.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -804631.000000 Penalty: 2912.151855
	Iteration 0F: 3 clusters Score -804631 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -806430.312500 Penalty: 2912.151855
	Iteration 1F: 3 clusters Score -806430.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -806626.312500 Penalty: 2912.151855
	Iteration 2F: 3 clusters Score -806626.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -806764.687500 Penalty: 2912.151855
	Iteration 3Q: 3 clusters Score -806764.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -806876.000000 Penalty: 2912.151855
	Iteration 4Q: 3 clusters Score -806876 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -806981.562500 Penalty: 2912.151855
	Iteration 5Q: 3 clusters Score -806981.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -807091.187500 Penalty: 2912.151855
	Iteration 6Q: 3 clusters Score -807091.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -807185.687500 Penalty: 2912.151855
	Iteration 7Q: 3 clusters Score -807185.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -807275.562500 Penalty: 2912.151855
	Iteration 8Q: 3 clusters Score -807275.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -807374.687500 Penalty: 2912.151855
	Iteration 9Q: 3 clusters Score -807374.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -807479.562500 Penalty: 2912.151855
	Iteration 10Q: 3 clusters Score -807479.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -807571.375000 Penalty: 2912.151855
	Iteration 11Q: 3 clusters Score -807571.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -807657.187500 Penalty: 2912.151855
	Iteration 12Q: 3 clusters Score -807657.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -807731.187500 Penalty: 2912.151855
	Iteration 13Q: 3 clusters Score -807731.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -807786.937500 Penalty: 2912.151855
	Iteration 14Q: 3 clusters Score -807786.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -807829.937500 Penalty: 2912.151855
	Iteration 15Q: 3 clusters Score -807829.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -807861.750000 Penalty: 2912.151855
	Iteration 16Q: 3 clusters Score -807861.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -807886.562500 Penalty: 2912.151855
	Iteration 17Q: 3 clusters Score -807886.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -807909.125000 Penalty: 2912.151855
	Iteration 18Q: 3 clusters Score -807909.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -807931.437500 Penalty: 2912.151855
	Iteration 19Q: 3 clusters Score -807931.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -807959.812500 Penalty: 2912.151855
	Iteration 20F: 3 clusters Score -807959.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -807987.062500 Penalty: 2912.151855
	Iteration 21Q: 3 clusters Score -807987.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -808006.750000 Penalty: 2912.151855
	Iteration 22Q: 3 clusters Score -808006.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -808024.437500 Penalty: 2912.151855
	Iteration 23Q: 3 clusters Score -808024.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -808035.812500 Penalty: 2912.151855
	Iteration 24Q: 3 clusters Score -808035.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -808045.500000 Penalty: 2912.151855
	Iteration 25Q: 3 clusters Score -808045.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -808055.625000 Penalty: 2912.151855
	Iteration 26Q: 3 clusters Score -808055.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -808061.937500 Penalty: 2912.151855
	Iteration 27Q: 3 clusters Score -808061.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -808071.000000 Penalty: 2912.151855
	Iteration 28Q: 3 clusters Score -808071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -808082.000000 Penalty: 2912.151855
	Iteration 29Q: 3 clusters Score -808082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -808095.375000 Penalty: 2912.151855
	Iteration 30Q: 3 clusters Score -808095.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -808103.937500 Penalty: 2912.151855
	Iteration 31Q: 3 clusters Score -808103.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -808115.687500 Penalty: 2912.151855
	Iteration 32Q: 3 clusters Score -808115.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -808127.875000 Penalty: 2912.151855
	Iteration 33Q: 3 clusters Score -808127.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -808145.875000 Penalty: 2912.151855
	Iteration 34Q: 3 clusters Score -808145.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -808157.062500 Penalty: 2912.151855
	Iteration 35Q: 3 clusters Score -808157.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -808169.000000 Penalty: 2912.151855
	Iteration 36Q: 3 clusters Score -808169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -808189.375000 Penalty: 2912.151855
	Iteration 37Q: 3 clusters Score -808189.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -808207.625000 Penalty: 2912.151855
	Iteration 38Q: 3 clusters Score -808207.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -808227.562500 Penalty: 2912.151855
	Iteration 39Q: 3 clusters Score -808227.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -808240.250000 Penalty: 2912.151855
	Iteration 40F: 3 clusters Score -808240.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -808252.062500 Penalty: 2912.151855
	Iteration 41Q: 3 clusters Score -808252.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -808263.062500 Penalty: 2912.151855
	Iteration 42Q: 3 clusters Score -808263.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -808276.562500 Penalty: 2912.151855
	Iteration 43Q: 3 clusters Score -808276.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -808290.812500 Penalty: 2912.151855
	Iteration 44Q: 3 clusters Score -808290.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -808305.625000 Penalty: 2912.151855
	Iteration 45Q: 3 clusters Score -808305.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -808321.312500 Penalty: 2912.151855
	Iteration 46Q: 3 clusters Score -808321.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -808329.812500 Penalty: 2912.151855
	Iteration 47Q: 3 clusters Score -808329.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -808343.187500 Penalty: 2912.151855
	Iteration 48Q: 3 clusters Score -808343.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -808356.312500 Penalty: 2912.151855
	Iteration 49Q: 3 clusters Score -808356.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -808369.125000 Penalty: 2912.151855
	Iteration 50Q: 3 clusters Score -808369.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -808384.000000 Penalty: 2912.151855
	Iteration 51Q: 3 clusters Score -808384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -808404.437500 Penalty: 2912.151855
	Iteration 52Q: 3 clusters Score -808404.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -808420.437500 Penalty: 2912.151855
	Iteration 53Q: 3 clusters Score -808420.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -808441.312500 Penalty: 2912.151855
	Iteration 54Q: 3 clusters Score -808441.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -808462.125000 Penalty: 2912.151855
	Iteration 55Q: 3 clusters Score -808462.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -808481.687500 Penalty: 2912.151855
	Iteration 56Q: 3 clusters Score -808481.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -808499.625000 Penalty: 2912.151855
	Iteration 57Q: 3 clusters Score -808499.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -808521.437500 Penalty: 2912.151855
	Iteration 58Q: 3 clusters Score -808521.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -808541.187500 Penalty: 2912.151855
	Iteration 59Q: 3 clusters Score -808541.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -808560.312500 Penalty: 2912.151855
	Iteration 60F: 3 clusters Score -808560.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -808575.500000 Penalty: 2912.151855
	Iteration 61Q: 3 clusters Score -808575.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -808590.937500 Penalty: 2912.151855
	Iteration 62Q: 3 clusters Score -808590.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -808603.312500 Penalty: 2912.151855
	Iteration 63Q: 3 clusters Score -808603.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -808627.062500 Penalty: 2912.151855
	Iteration 64Q: 3 clusters Score -808627.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -808660.187500 Penalty: 2912.151855
	Iteration 65Q: 3 clusters Score -808660.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -808695.687500 Penalty: 2912.151855
	Iteration 66Q: 3 clusters Score -808695.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -808735.500000 Penalty: 2912.151855
	Iteration 67Q: 3 clusters Score -808735.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -808784.250000 Penalty: 2912.151855
	Iteration 68Q: 3 clusters Score -808784.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -808819.312500 Penalty: 2912.151855
	Iteration 69Q: 3 clusters Score -808819.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -808849.125000 Penalty: 2912.151855
	Iteration 70Q: 3 clusters Score -808849.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -808873.312500 Penalty: 2912.151855
	Iteration 71Q: 3 clusters Score -808873.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -808905.750000 Penalty: 2912.151855
	Iteration 72Q: 3 clusters Score -808905.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -808935.312500 Penalty: 2912.151855
	Iteration 73Q: 3 clusters Score -808935.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -808963.250000 Penalty: 2912.151855
	Iteration 74Q: 3 clusters Score -808963.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -808980.125000 Penalty: 2912.151855
	Iteration 75Q: 3 clusters Score -808980.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -808995.187500 Penalty: 2912.151855
	Iteration 76Q: 3 clusters Score -808995.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -809009.625000 Penalty: 2912.151855
	Iteration 77Q: 3 clusters Score -809009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -809013.500000 Penalty: 2912.151855
	Iteration 78Q: 3 clusters Score -809013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -809022.312500 Penalty: 2912.151855
	Iteration 79Q: 3 clusters Score -809022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -809030.562500 Penalty: 2912.151855
	Iteration 80F: 3 clusters Score -809030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -809035.750000 Penalty: 2912.151855
	Iteration 81Q: 3 clusters Score -809035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -809041.750000 Penalty: 2912.151855
	Iteration 82Q: 3 clusters Score -809041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -809053.750000 Penalty: 2912.151855
	Iteration 83Q: 3 clusters Score -809053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -809056.937500 Penalty: 2912.151855
	Iteration 84Q: 3 clusters Score -809056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -809062.250000 Penalty: 2912.151855
	Iteration 85Q: 3 clusters Score -809062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -809063.437500 Penalty: 2912.151855
	Iteration 86Q: 3 clusters Score -809063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -809064.500000 Penalty: 2912.151855
	Iteration 87Q: 3 clusters Score -809064.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -809064.500000 Penalty: 2912.151855
	Iteration 88F: 3 clusters Score -809064.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -750799.937500 Penalty: 1445.606689
	Iteration 0F: 2 clusters Score -750799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -745390.125000 Penalty: 2891.213379
	Iteration 0F: 3 clusters Score -745390.1 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -747099.562500 Penalty: 2891.213379
	Iteration 1F: 3 clusters Score -747099.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -747305.000000 Penalty: 2891.213379
	Iteration 2F: 3 clusters Score -747305 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -747460.375000 Penalty: 2891.213379
	Iteration 3Q: 3 clusters Score -747460.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -747573.187500 Penalty: 2891.213379
	Iteration 4Q: 3 clusters Score -747573.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -747659.750000 Penalty: 2891.213379
	Iteration 5Q: 3 clusters Score -747659.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -747734.125000 Penalty: 2891.213379
	Iteration 6Q: 3 clusters Score -747734.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -747821.187500 Penalty: 2891.213379
	Iteration 7Q: 3 clusters Score -747821.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -747934.250000 Penalty: 2891.213379
	Iteration 8Q: 3 clusters Score -747934.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -748046.750000 Penalty: 2891.213379
	Iteration 9Q: 3 clusters Score -748046.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -748187.250000 Penalty: 2891.213379
	Iteration 10Q: 3 clusters Score -748187.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -748364.750000 Penalty: 2891.213379
	Iteration 11Q: 3 clusters Score -748364.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -748571.000000 Penalty: 2891.213379
	Iteration 12Q: 3 clusters Score -748571 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -748791.125000 Penalty: 2891.213379
	Iteration 13Q: 3 clusters Score -748791.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -749018.312500 Penalty: 2891.213379
	Iteration 14Q: 3 clusters Score -749018.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -749201.937500 Penalty: 2891.213379
	Iteration 15Q: 3 clusters Score -749201.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -749313.875000 Penalty: 2891.213379
	Iteration 16Q: 3 clusters Score -749313.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -749378.625000 Penalty: 2891.213379
	Iteration 17Q: 3 clusters Score -749378.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -749428.375000 Penalty: 2891.213379
	Iteration 18Q: 3 clusters Score -749428.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -749458.625000 Penalty: 2891.213379
	Iteration 19Q: 3 clusters Score -749458.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -749479.437500 Penalty: 2891.213379
	Iteration 20F: 3 clusters Score -749479.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -749492.375000 Penalty: 2891.213379
	Iteration 21Q: 3 clusters Score -749492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -749501.250000 Penalty: 2891.213379
	Iteration 22Q: 3 clusters Score -749501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -749504.562500 Penalty: 2891.213379
	Iteration 23Q: 3 clusters Score -749504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -749505.812500 Penalty: 2891.213379
	Iteration 24Q: 3 clusters Score -749505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -749507.187500 Penalty: 2891.213379
	Iteration 25Q: 3 clusters Score -749507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -749510.000000 Penalty: 2891.213379
	Iteration 26Q: 3 clusters Score -749510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -749512.000000 Penalty: 2891.213379
	Iteration 27Q: 3 clusters Score -749512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -749512.562500 Penalty: 2891.213379
	Iteration 28Q: 3 clusters Score -749512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -749514.125000 Penalty: 2891.213379
	Iteration 29Q: 3 clusters Score -749514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -749517.062500 Penalty: 2891.213379
	Iteration 30Q: 3 clusters Score -749517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -749516.625000 Penalty: 2891.213379
	Iteration 31Q: 3 clusters Score -749516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -749516.625000 Penalty: 2891.213379
	Iteration 32F: 3 clusters Score -749516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -464965.187500 Penalty: 1380.495483
	Iteration 0F: 2 clusters Score -464965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -461078.843750 Penalty: 2760.990967
	Iteration 0F: 3 clusters Score -461078.8 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -462281.593750 Penalty: 2760.990967
	Iteration 1F: 3 clusters Score -462281.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -462501.062500 Penalty: 2760.990967
	Iteration 2F: 3 clusters Score -462501.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -462713.031250 Penalty: 2760.990967
	Iteration 3F: 3 clusters Score -462713 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -462886.312500 Penalty: 2760.990967
	Iteration 4F: 3 clusters Score -462886.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -463052.812500 Penalty: 2760.990967
	Iteration 5Q: 3 clusters Score -463052.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -463185.437500 Penalty: 2760.990967
	Iteration 6Q: 3 clusters Score -463185.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -463299.718750 Penalty: 2760.990967
	Iteration 7Q: 3 clusters Score -463299.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -463384.875000 Penalty: 2760.990967
	Iteration 8Q: 3 clusters Score -463384.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -463446.218750 Penalty: 2760.990967
	Iteration 9Q: 3 clusters Score -463446.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -463492.906250 Penalty: 2760.990967
	Iteration 10Q: 3 clusters Score -463492.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -463530.843750 Penalty: 2760.990967
	Iteration 11Q: 3 clusters Score -463530.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -463563.281250 Penalty: 2760.990967
	Iteration 12Q: 3 clusters Score -463563.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -463602.812500 Penalty: 2760.990967
	Iteration 13Q: 3 clusters Score -463602.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -463631.343750 Penalty: 2760.990967
	Iteration 14Q: 3 clusters Score -463631.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -463654.812500 Penalty: 2760.990967
	Iteration 15Q: 3 clusters Score -463654.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -463683.875000 Penalty: 2760.990967
	Iteration 16Q: 3 clusters Score -463683.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -463713.500000 Penalty: 2760.990967
	Iteration 17Q: 3 clusters Score -463713.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -463736.687500 Penalty: 2760.990967
	Iteration 18Q: 3 clusters Score -463736.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -463746.781250 Penalty: 2760.990967
	Iteration 19Q: 3 clusters Score -463746.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -463752.937500 Penalty: 2760.990967
	Iteration 20F: 3 clusters Score -463752.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -463761.000000 Penalty: 2760.990967
	Iteration 21Q: 3 clusters Score -463761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -463775.093750 Penalty: 2760.990967
	Iteration 22Q: 3 clusters Score -463775.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -463784.031250 Penalty: 2760.990967
	Iteration 23Q: 3 clusters Score -463784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -463791.343750 Penalty: 2760.990967
	Iteration 24Q: 3 clusters Score -463791.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -463799.125000 Penalty: 2760.990967
	Iteration 25Q: 3 clusters Score -463799.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -463802.031250 Penalty: 2760.990967
	Iteration 26Q: 3 clusters Score -463802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -463803.500000 Penalty: 2760.990967
	Iteration 27Q: 3 clusters Score -463803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -463806.093750 Penalty: 2760.990967
	Iteration 28Q: 3 clusters Score -463806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -463806.593750 Penalty: 2760.990967
	Iteration 29Q: 3 clusters Score -463806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -463807.281250 Penalty: 2760.990967
	Iteration 30Q: 3 clusters Score -463807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -463808.843750 Penalty: 2760.990967
	Iteration 31Q: 3 clusters Score -463808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -463808.656250 Penalty: 2760.990967
	Iteration 32Q: 3 clusters Score -463808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -463809.687500 Penalty: 2760.990967
	Iteration 33Q: 3 clusters Score -463809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -463811.281250 Penalty: 2760.990967
	Iteration 34Q: 3 clusters Score -463811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -463812.625000 Penalty: 2760.990967
	Iteration 35Q: 3 clusters Score -463812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -463815.718750 Penalty: 2760.990967
	Iteration 36Q: 3 clusters Score -463815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -463816.687500 Penalty: 2760.990967
	Iteration 37Q: 3 clusters Score -463816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -463817.000000 Penalty: 2760.990967
	Iteration 38Q: 3 clusters Score -463817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -463817.875000 Penalty: 2760.990967
	Iteration 39Q: 3 clusters Score -463817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -463819.031250 Penalty: 2760.990967
	Iteration 40F: 3 clusters Score -463819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -463821.687500 Penalty: 2760.990967
	Iteration 41Q: 3 clusters Score -463821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -463823.718750 Penalty: 2760.990967
	Iteration 42Q: 3 clusters Score -463823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -463826.156250 Penalty: 2760.990967
	Iteration 43Q: 3 clusters Score -463826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -463828.156250 Penalty: 2760.990967
	Iteration 44Q: 3 clusters Score -463828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -463831.156250 Penalty: 2760.990967
	Iteration 45Q: 3 clusters Score -463831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -463833.156250 Penalty: 2760.990967
	Iteration 46Q: 3 clusters Score -463833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -463833.812500 Penalty: 2760.990967
	Iteration 47Q: 3 clusters Score -463833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -463834.468750 Penalty: 2760.990967
	Iteration 48Q: 3 clusters Score -463834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -463834.468750 Penalty: 2760.990967
	Iteration 49F: 3 clusters Score -463834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -873955.437500 Penalty: 1473.076050
	Iteration 0F: 2 clusters Score -873955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -867645.500000 Penalty: 2946.152100
	Iteration 0F: 3 clusters Score -867645.5 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -869688.375000 Penalty: 2946.152100
	Iteration 1F: 3 clusters Score -869688.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -870065.312500 Penalty: 2946.152100
	Iteration 2F: 3 clusters Score -870065.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -870450.812500 Penalty: 2946.152100
	Iteration 3F: 3 clusters Score -870450.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -870821.312500 Penalty: 2946.152100
	Iteration 4F: 3 clusters Score -870821.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -871196.625000 Penalty: 2946.152100
	Iteration 5F: 3 clusters Score -871196.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -871563.562500 Penalty: 2946.152100
	Iteration 6F: 3 clusters Score -871563.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -871840.312500 Penalty: 2946.152100
	Iteration 7Q: 3 clusters Score -871840.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -872029.812500 Penalty: 2946.152100
	Iteration 8Q: 3 clusters Score -872029.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -872185.375000 Penalty: 2946.152100
	Iteration 9Q: 3 clusters Score -872185.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -872312.312500 Penalty: 2946.152100
	Iteration 10Q: 3 clusters Score -872312.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -872402.875000 Penalty: 2946.152100
	Iteration 11Q: 3 clusters Score -872402.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -872483.562500 Penalty: 2946.152100
	Iteration 12Q: 3 clusters Score -872483.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -872526.250000 Penalty: 2946.152100
	Iteration 13Q: 3 clusters Score -872526.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -872554.937500 Penalty: 2946.152100
	Iteration 14Q: 3 clusters Score -872554.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -872586.937500 Penalty: 2946.152100
	Iteration 15Q: 3 clusters Score -872586.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -872609.812500 Penalty: 2946.152100
	Iteration 16Q: 3 clusters Score -872609.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -872625.375000 Penalty: 2946.152100
	Iteration 17Q: 3 clusters Score -872625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -872636.375000 Penalty: 2946.152100
	Iteration 18Q: 3 clusters Score -872636.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -872650.937500 Penalty: 2946.152100
	Iteration 19Q: 3 clusters Score -872650.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -872658.000000 Penalty: 2946.152100
	Iteration 20F: 3 clusters Score -872658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -872662.562500 Penalty: 2946.152100
	Iteration 21Q: 3 clusters Score -872662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -872665.000000 Penalty: 2946.152100
	Iteration 22Q: 3 clusters Score -872665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -872668.250000 Penalty: 2946.152100
	Iteration 23Q: 3 clusters Score -872668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -872671.875000 Penalty: 2946.152100
	Iteration 24Q: 3 clusters Score -872671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -872673.625000 Penalty: 2946.152100
	Iteration 25Q: 3 clusters Score -872673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -872673.937500 Penalty: 2946.152100
	Iteration 26Q: 3 clusters Score -872673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -872675.375000 Penalty: 2946.152100
	Iteration 27Q: 3 clusters Score -872675.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -872675.375000 Penalty: 2946.152100
	Iteration 28F: 3 clusters Score -872675.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Entering Unmasked Estep 
Score: -4510467.500000 Penalty: 1734.808716
	Iteration 0F: 2 clusters Score -4510468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4481621.500000 Penalty: 3469.617432
	Iteration 0F: 3 clusters Score -4481622 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4492963.000000 Penalty: 3469.617432
	Iteration 1F: 3 clusters Score -4492963 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -4493570.000000 Penalty: 3469.617432
	Iteration 2Q: 3 clusters Score -4493570 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4494477.000000 Penalty: 3469.617432
	Iteration 3Q: 3 clusters Score -4494477 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4496025.000000 Penalty: 3469.617432
	Iteration 4F: 3 clusters Score -4496025 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4498573.000000 Penalty: 3469.617432
	Iteration 5F: 3 clusters Score -4498573 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4501913.000000 Penalty: 3469.617432
	Iteration 6F: 3 clusters Score -4501913 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4505033.500000 Penalty: 3469.617432
	Iteration 7F: 3 clusters Score -4505034 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4507054.000000 Penalty: 3469.617432
	Iteration 8Q: 3 clusters Score -4507054 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4508043.000000 Penalty: 3469.617432
	Iteration 9Q: 3 clusters Score -4508043 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4508477.000000 Penalty: 3469.617432
	Iteration 10Q: 3 clusters Score -4508477 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4508693.500000 Penalty: 3469.617432
	Iteration 11Q: 3 clusters Score -4508694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4508807.500000 Penalty: 3469.617432
	Iteration 12Q: 3 clusters Score -4508808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4508850.000000 Penalty: 3469.617432
	Iteration 13Q: 3 clusters Score -4508850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4508873.500000 Penalty: 3469.617432
	Iteration 14Q: 3 clusters Score -4508874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4508884.500000 Penalty: 3469.617432
	Iteration 15Q: 3 clusters Score -4508884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4508899.000000 Penalty: 3469.617432
	Iteration 16Q: 3 clusters Score -4508899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4508915.500000 Penalty: 3469.617432
	Iteration 17Q: 3 clusters Score -4508916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4508937.000000 Penalty: 3469.617432
	Iteration 18Q: 3 clusters Score -4508937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4508948.500000 Penalty: 3469.617432
	Iteration 19Q: 3 clusters Score -4508948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4508960.500000 Penalty: 3469.617432
	Iteration 20F: 3 clusters Score -4508960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4508970.500000 Penalty: 3469.617432
	Iteration 21Q: 3 clusters Score -4508970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4508974.000000 Penalty: 3469.617432
	Iteration 22Q: 3 clusters Score -4508974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4508983.500000 Penalty: 3469.617432
	Iteration 23Q: 3 clusters Score -4508984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4508986.000000 Penalty: 3469.617432
	Iteration 24Q: 3 clusters Score -4508986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4508990.500000 Penalty: 3469.617432
	Iteration 25Q: 3 clusters Score -4508990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4508989.000000 Penalty: 3469.617432
	Iteration 26Q: 3 clusters Score -4508989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4508993.000000 Penalty: 3469.617432
	Iteration 27Q: 3 clusters Score -4508993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4508993.000000 Penalty: 3469.617432
	Iteration 28F: 3 clusters Score -4508993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Entering Unmasked Estep 
Score: -7944591.500000 Penalty: 1824.242798
	Iteration 0F: 2 clusters Score -7944592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7894521.000000 Penalty: 3648.485596
	Iteration 0F: 3 clusters Score -7894521 nChanged 35666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -7915224.000000 Penalty: 3648.485596
	Iteration 1F: 3 clusters Score -7915224 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -7916137.500000 Penalty: 3648.485596
	Iteration 2Q: 3 clusters Score -7916138 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7917442.500000 Penalty: 3648.485596
	Iteration 3Q: 3 clusters Score -7917442 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7919241.500000 Penalty: 3648.485596
	Iteration 4Q: 3 clusters Score -7919242 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7921533.000000 Penalty: 3648.485596
	Iteration 5F: 3 clusters Score -7921533 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7924396.000000 Penalty: 3648.485596
	Iteration 6F: 3 clusters Score -7924396 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -7927648.000000 Penalty: 3648.485596
	Iteration 7F: 3 clusters Score -7927648 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7930582.500000 Penalty: 3648.485596
	Iteration 8F: 3 clusters Score -7930582 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -7932181.000000 Penalty: 3648.485596
	Iteration 9Q: 3 clusters Score -7932181 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -7932856.000000 Penalty: 3648.485596
	Iteration 10Q: 3 clusters Score -7932856 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -7933219.500000 Penalty: 3648.485596
	Iteration 11Q: 3 clusters Score -7933220 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -7933527.500000 Penalty: 3648.485596
	Iteration 12Q: 3 clusters Score -7933528 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -7933909.500000 Penalty: 3648.485596
	Iteration 13Q: 3 clusters Score -7933910 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -7934377.000000 Penalty: 3648.485596
	Iteration 14Q: 3 clusters Score -7934377 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -7934893.500000 Penalty: 3648.485596
	Iteration 15Q: 3 clusters Score -7934894 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -7935560.000000 Penalty: 3648.485596
	Iteration 16Q: 3 clusters Score -7935560 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -7936353.500000 Penalty: 3648.485596
	Iteration 17Q: 3 clusters Score -7936354 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -7937260.500000 Penalty: 3648.485596
	Iteration 18Q: 3 clusters Score -7937260 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -7938133.000000 Penalty: 3648.485596
	Iteration 19Q: 3 clusters Score -7938133 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -7938881.000000 Penalty: 3648.485596
	Iteration 20F: 3 clusters Score -7938881 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -7939562.000000 Penalty: 3648.485596
	Iteration 21Q: 3 clusters Score -7939562 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -7940093.000000 Penalty: 3648.485596
	Iteration 22Q: 3 clusters Score -7940093 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -7940562.000000 Penalty: 3648.485596
	Iteration 23Q: 3 clusters Score -7940562 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -7940953.500000 Penalty: 3648.485596
	Iteration 24Q: 3 clusters Score -7940954 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -7941279.000000 Penalty: 3648.485596
	Iteration 25Q: 3 clusters Score -7941279 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -7941551.000000 Penalty: 3648.485596
	Iteration 26Q: 3 clusters Score -7941551 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -7941830.000000 Penalty: 3648.485596
	Iteration 27Q: 3 clusters Score -7941830 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -7942045.000000 Penalty: 3648.485596
	Iteration 28Q: 3 clusters Score -7942045 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -7942241.000000 Penalty: 3648.485596
	Iteration 29Q: 3 clusters Score -7942241 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -7942363.000000 Penalty: 3648.485596
	Iteration 30Q: 3 clusters Score -7942363 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -7942565.000000 Penalty: 3648.485596
	Iteration 31Q: 3 clusters Score -7942565 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -7942692.000000 Penalty: 3648.485596
	Iteration 32Q: 3 clusters Score -7942692 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -7942813.500000 Penalty: 3648.485596
	Iteration 33Q: 3 clusters Score -7942814 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -7942874.000000 Penalty: 3648.485596
	Iteration 34Q: 3 clusters Score -7942874 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -7942955.000000 Penalty: 3648.485596
	Iteration 35Q: 3 clusters Score -7942955 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -7943023.500000 Penalty: 3648.485596
	Iteration 36Q: 3 clusters Score -7943024 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -7943085.000000 Penalty: 3648.485596
	Iteration 37Q: 3 clusters Score -7943085 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -7943142.000000 Penalty: 3648.485596
	Iteration 38Q: 3 clusters Score -7943142 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -7943194.000000 Penalty: 3648.485596
	Iteration 39Q: 3 clusters Score -7943194 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -7943230.500000 Penalty: 3648.485596
	Iteration 40F: 3 clusters Score -7943230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -7943262.500000 Penalty: 3648.485596
	Iteration 41Q: 3 clusters Score -7943262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -7943319.500000 Penalty: 3648.485596
	Iteration 42Q: 3 clusters Score -7943320 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -7943367.000000 Penalty: 3648.485596
	Iteration 43Q: 3 clusters Score -7943367 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 71229 members 
Entering Unmasked Estep 
Score: -7943381.000000 Penalty: 3648.485596
	Iteration 44Q: 3 clusters Score -7943381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -7943403.500000 Penalty: 3648.485596
	Iteration 45Q: 3 clusters Score -7943404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -7943426.000000 Penalty: 3648.485596
	Iteration 46Q: 3 clusters Score -7943426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -7943458.500000 Penalty: 3648.485596
	Iteration 47Q: 3 clusters Score -7943458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -7943459.000000 Penalty: 3648.485596
	Iteration 48Q: 3 clusters Score -7943459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -7943469.500000 Penalty: 3648.485596
	Iteration 49Q: 3 clusters Score -7943470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -7943495.000000 Penalty: 3648.485596
	Iteration 50Q: 3 clusters Score -7943495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -7943488.500000 Penalty: 3648.485596
	Iteration 51Q: 3 clusters Score -7943488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -7943513.500000 Penalty: 3648.485596
	Iteration 52Q: 3 clusters Score -7943514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -7943505.500000 Penalty: 3648.485596
	Iteration 53Q: 3 clusters Score -7943506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -7943517.000000 Penalty: 3648.485596
	Iteration 54Q: 3 clusters Score -7943517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -7943545.000000 Penalty: 3648.485596
	Iteration 55Q: 3 clusters Score -7943545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 72276 members 
Entering Unmasked Estep 
Score: -7943551.000000 Penalty: 3648.485596
	Iteration 56Q: 3 clusters Score -7943551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -7943581.000000 Penalty: 3648.485596
	Iteration 57Q: 3 clusters Score -7943581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -7943582.500000 Penalty: 3648.485596
	Iteration 58Q: 3 clusters Score -7943582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -7943574.500000 Penalty: 3648.485596
	Iteration 59Q: 3 clusters Score -7943574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -7943584.000000 Penalty: 3648.485596
	Iteration 60F: 3 clusters Score -7943584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -7943585.000000 Penalty: 3648.485596
	Iteration 61Q: 3 clusters Score -7943585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -7943586.000000 Penalty: 3648.485596
	Iteration 62Q: 3 clusters Score -7943586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -7943572.500000 Penalty: 3648.485596
	Iteration 63Q: 3 clusters Score -7943572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -7943574.000000 Penalty: 3648.485596
	Iteration 64Q: 3 clusters Score -7943574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -7943589.500000 Penalty: 3648.485596
	Iteration 65Q: 3 clusters Score -7943590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -7943595.500000 Penalty: 3648.485596
	Iteration 66Q: 3 clusters Score -7943596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -7943594.500000 Penalty: 3648.485596
	Iteration 67Q: 3 clusters Score -7943594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -7943604.500000 Penalty: 3648.485596
	Iteration 68Q: 3 clusters Score -7943604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -7943608.000000 Penalty: 3648.485596
	Iteration 69Q: 3 clusters Score -7943608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -7943609.000000 Penalty: 3648.485596
	Iteration 70Q: 3 clusters Score -7943609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -7943606.500000 Penalty: 3648.485596
	Iteration 71Q: 3 clusters Score -7943606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -7943606.000000 Penalty: 3648.485596
	Iteration 72Q: 3 clusters Score -7943606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -7943610.500000 Penalty: 3648.485596
	Iteration 73Q: 3 clusters Score -7943610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -7943606.000000 Penalty: 3648.485596
	Iteration 74Q: 3 clusters Score -7943606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -7943611.500000 Penalty: 3648.485596
	Iteration 75Q: 3 clusters Score -7943612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -7943613.000000 Penalty: 3648.485596
	Iteration 76Q: 3 clusters Score -7943613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -7943605.500000 Penalty: 3648.485596
	Iteration 77Q: 3 clusters Score -7943606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -7943606.000000 Penalty: 3648.485596
	Iteration 78Q: 3 clusters Score -7943606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -7943605.000000 Penalty: 3648.485596
	Iteration 79Q: 3 clusters Score -7943605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -7943604.000000 Penalty: 3648.485596
	Iteration 80F: 3 clusters Score -7943604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -7943607.000000 Penalty: 3648.485596
	Iteration 81Q: 3 clusters Score -7943607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -7943604.500000 Penalty: 3648.485596
	Iteration 82Q: 3 clusters Score -7943604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -7943596.500000 Penalty: 3648.485596
	Iteration 83Q: 3 clusters Score -7943596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -7943608.000000 Penalty: 3648.485596
	Iteration 84Q: 3 clusters Score -7943608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -7943605.000000 Penalty: 3648.485596
	Iteration 85Q: 3 clusters Score -7943605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -7943610.000000 Penalty: 3648.485596
	Iteration 86Q: 3 clusters Score -7943610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -7943606.500000 Penalty: 3648.485596
	Iteration 87Q: 3 clusters Score -7943606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -7943610.000000 Penalty: 3648.485596
	Iteration 88Q: 3 clusters Score -7943610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -7943607.000000 Penalty: 3648.485596
	Iteration 89Q: 3 clusters Score -7943607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -7943610.500000 Penalty: 3648.485596
	Iteration 90Q: 3 clusters Score -7943610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -7943614.500000 Penalty: 3648.485596
	Iteration 91Q: 3 clusters Score -7943614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -7943616.000000 Penalty: 3648.485596
	Iteration 92Q: 3 clusters Score -7943616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -7943616.000000 Penalty: 3648.485596
	Iteration 93Q: 3 clusters Score -7943616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -7943613.500000 Penalty: 3648.485596
	Iteration 94Q: 3 clusters Score -7943614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -7943616.500000 Penalty: 3648.485596
	Iteration 95Q: 3 clusters Score -7943616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -7943615.000000 Penalty: 3648.485596
	Iteration 96Q: 3 clusters Score -7943615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -7943620.000000 Penalty: 3648.485596
	Iteration 97Q: 3 clusters Score -7943620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -7943621.500000 Penalty: 3648.485596
	Iteration 98Q: 3 clusters Score -7943622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -7943621.500000 Penalty: 3648.485596
	Iteration 99F: 3 clusters Score -7943622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -321409.718750 Penalty: 1315.633911
	Iteration 0F: 2 clusters Score -321409.7 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 1627 members 
Entering Unmasked Estep 
Score: -318541.187500 Penalty: 2631.267822
	Iteration 0F: 3 clusters Score -318541.2 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -319332.718750 Penalty: 2631.267822
	Iteration 1F: 3 clusters Score -319332.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -319532.937500 Penalty: 2631.267822
	Iteration 2F: 3 clusters Score -319532.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -319672.687500 Penalty: 2631.267822
	Iteration 3F: 3 clusters Score -319672.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -319790.562500 Penalty: 2631.267822
	Iteration 4Q: 3 clusters Score -319790.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -319898.156250 Penalty: 2631.267822
	Iteration 5Q: 3 clusters Score -319898.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -319997.812500 Penalty: 2631.267822
	Iteration 6Q: 3 clusters Score -319997.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -320075.906250 Penalty: 2631.267822
	Iteration 7Q: 3 clusters Score -320075.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -320150.531250 Penalty: 2631.267822
	Iteration 8Q: 3 clusters Score -320150.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -320224.281250 Penalty: 2631.267822
	Iteration 9Q: 3 clusters Score -320224.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -320270.656250 Penalty: 2631.267822
	Iteration 10Q: 3 clusters Score -320270.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -320306.156250 Penalty: 2631.267822
	Iteration 11Q: 3 clusters Score -320306.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -320334.343750 Penalty: 2631.267822
	Iteration 12Q: 3 clusters Score -320334.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -320362.281250 Penalty: 2631.267822
	Iteration 13Q: 3 clusters Score -320362.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -320382.718750 Penalty: 2631.267822
	Iteration 14Q: 3 clusters Score -320382.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -320391.906250 Penalty: 2631.267822
	Iteration 15Q: 3 clusters Score -320391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -320401.593750 Penalty: 2631.267822
	Iteration 16Q: 3 clusters Score -320401.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -320407.687500 Penalty: 2631.267822
	Iteration 17Q: 3 clusters Score -320407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -320412.750000 Penalty: 2631.267822
	Iteration 18Q: 3 clusters Score -320412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -320414.218750 Penalty: 2631.267822
	Iteration 19Q: 3 clusters Score -320414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -320415.687500 Penalty: 2631.267822
	Iteration 20F: 3 clusters Score -320415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -320416.937500 Penalty: 2631.267822
	Iteration 21Q: 3 clusters Score -320416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -320417.812500 Penalty: 2631.267822
	Iteration 22Q: 3 clusters Score -320417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -320418.500000 Penalty: 2631.267822
	Iteration 23Q: 3 clusters Score -320418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -320419.718750 Penalty: 2631.267822
	Iteration 24Q: 3 clusters Score -320419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -320421.312500 Penalty: 2631.267822
	Iteration 25Q: 3 clusters Score -320421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -320423.781250 Penalty: 2631.267822
	Iteration 26Q: 3 clusters Score -320423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -320425.906250 Penalty: 2631.267822
	Iteration 27Q: 3 clusters Score -320425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -320427.687500 Penalty: 2631.267822
	Iteration 28Q: 3 clusters Score -320427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -320430.281250 Penalty: 2631.267822
	Iteration 29Q: 3 clusters Score -320430.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -320433.093750 Penalty: 2631.267822
	Iteration 30Q: 3 clusters Score -320433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -320436.250000 Penalty: 2631.267822
	Iteration 31Q: 3 clusters Score -320436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -320439.000000 Penalty: 2631.267822
	Iteration 32Q: 3 clusters Score -320439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -320441.187500 Penalty: 2631.267822
	Iteration 33Q: 3 clusters Score -320441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -320443.687500 Penalty: 2631.267822
	Iteration 34Q: 3 clusters Score -320443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -320444.875000 Penalty: 2631.267822
	Iteration 35Q: 3 clusters Score -320444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -320446.781250 Penalty: 2631.267822
	Iteration 36Q: 3 clusters Score -320446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -320447.468750 Penalty: 2631.267822
	Iteration 37Q: 3 clusters Score -320447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -320449.656250 Penalty: 2631.267822
	Iteration 38Q: 3 clusters Score -320449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -320450.406250 Penalty: 2631.267822
	Iteration 39Q: 3 clusters Score -320450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -320451.437500 Penalty: 2631.267822
	Iteration 40F: 3 clusters Score -320451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -320452.343750 Penalty: 2631.267822
	Iteration 41Q: 3 clusters Score -320452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -320453.375000 Penalty: 2631.267822
	Iteration 42Q: 3 clusters Score -320453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -320453.437500 Penalty: 2631.267822
	Iteration 43Q: 3 clusters Score -320453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -320453.312500 Penalty: 2631.267822
	Iteration 44Q: 3 clusters Score -320453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -320453.718750 Penalty: 2631.267822
	Iteration 45Q: 3 clusters Score -320453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -320453.718750 Penalty: 2631.267822
	Iteration 46F: 3 clusters Score -320453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -167703.671875 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -167703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165865.140625 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -165865.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166243.593750 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -166243.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166335.468750 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -166335.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166385.937500 Penalty: 2406.786133
	Iteration 3Q: 3 clusters Score -166385.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166417.031250 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -166417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -166445.078125 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -166445.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -166470.000000 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -166470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166493.515625 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -166493.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -166510.125000 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -166510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -166521.890625 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -166521.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -166527.437500 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -166527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166535.531250 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -166535.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166544.390625 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -166544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -166549.921875 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -166549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -166556.109375 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -166556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166560.531250 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -166560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -166562.421875 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -166562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166566.828125 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -166566.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -166569.406250 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -166569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166573.156250 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -166573.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166580.562500 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -166580.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166586.046875 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -166586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -166589.218750 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -166589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166591.250000 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -166591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -166594.656250 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -166594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166597.093750 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -166597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -166597.703125 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -166597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -166598.859375 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -166598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166599.765625 Penalty: 2406.786133
	Iteration 28Q: 3 clusters Score -166599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -166600.781250 Penalty: 2406.786133
	Iteration 29Q: 3 clusters Score -166600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -166601.718750 Penalty: 2406.786133
	Iteration 30Q: 3 clusters Score -166601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -166602.953125 Penalty: 2406.786133
	Iteration 31Q: 3 clusters Score -166603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -166603.250000 Penalty: 2406.786133
	Iteration 32Q: 3 clusters Score -166603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -166604.156250 Penalty: 2406.786133
	Iteration 33Q: 3 clusters Score -166604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -166604.890625 Penalty: 2406.786133
	Iteration 34Q: 3 clusters Score -166604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -166605.156250 Penalty: 2406.786133
	Iteration 35Q: 3 clusters Score -166605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -166605.984375 Penalty: 2406.786133
	Iteration 36Q: 3 clusters Score -166606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -166605.984375 Penalty: 2406.786133
	Iteration 37F: 3 clusters Score -166606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -235120.234375 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -235120.2 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 1246 members 
Entering Unmasked Estep 
Score: -232777.390625 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -232777.4 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233366.703125 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -233366.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -233544.718750 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -233544.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233681.281250 Penalty: 2531.303467
	Iteration 3F: 3 clusters Score -233681.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -233836.281250 Penalty: 2531.303467
	Iteration 4F: 3 clusters Score -233836.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -233969.343750 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -233969.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -234071.515625 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -234071.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -234162.937500 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -234162.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -234264.015625 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -234264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -234353.515625 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -234353.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -234426.390625 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -234426.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -234483.203125 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -234483.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -234522.640625 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -234522.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -234574.078125 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -234574.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -234636.312500 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -234636.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -234676.500000 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -234676.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -234716.062500 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -234716.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -234736.031250 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -234736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -234744.015625 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -234744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -234747.937500 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -234747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -234756.890625 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -234756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -234760.937500 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -234760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -234760.937500 Penalty: 2531.303467
	Iteration 22F: 3 clusters Score -234760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Entering Unmasked Estep 
Score: -852018.625000 Penalty: 1466.303833
	Iteration 0F: 2 clusters Score -852018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -846041.312500 Penalty: 2932.607666
	Iteration 0F: 3 clusters Score -846041.3 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -847902.687500 Penalty: 2932.607666
	Iteration 1F: 3 clusters Score -847902.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -848131.937500 Penalty: 2932.607666
	Iteration 2F: 3 clusters Score -848131.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -848340.375000 Penalty: 2932.607666
	Iteration 3Q: 3 clusters Score -848340.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -848562.187500 Penalty: 2932.607666
	Iteration 4Q: 3 clusters Score -848562.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -848765.812500 Penalty: 2932.607666
	Iteration 5Q: 3 clusters Score -848765.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -848973.562500 Penalty: 2932.607666
	Iteration 6Q: 3 clusters Score -848973.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -849152.000000 Penalty: 2932.607666
	Iteration 7Q: 3 clusters Score -849152 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -849296.312500 Penalty: 2932.607666
	Iteration 8Q: 3 clusters Score -849296.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -849422.562500 Penalty: 2932.607666
	Iteration 9Q: 3 clusters Score -849422.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -849541.562500 Penalty: 2932.607666
	Iteration 10Q: 3 clusters Score -849541.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -849669.062500 Penalty: 2932.607666
	Iteration 11Q: 3 clusters Score -849669.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -849804.125000 Penalty: 2932.607666
	Iteration 12Q: 3 clusters Score -849804.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -849929.937500 Penalty: 2932.607666
	Iteration 13Q: 3 clusters Score -849929.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -850040.062500 Penalty: 2932.607666
	Iteration 14Q: 3 clusters Score -850040.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -850135.125000 Penalty: 2932.607666
	Iteration 15Q: 3 clusters Score -850135.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -850218.812500 Penalty: 2932.607666
	Iteration 16Q: 3 clusters Score -850218.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -850298.875000 Penalty: 2932.607666
	Iteration 17Q: 3 clusters Score -850298.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -850374.562500 Penalty: 2932.607666
	Iteration 18Q: 3 clusters Score -850374.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -850448.562500 Penalty: 2932.607666
	Iteration 19Q: 3 clusters Score -850448.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -850530.500000 Penalty: 2932.607666
	Iteration 20F: 3 clusters Score -850530.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -850582.750000 Penalty: 2932.607666
	Iteration 21Q: 3 clusters Score -850582.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -850618.812500 Penalty: 2932.607666
	Iteration 22Q: 3 clusters Score -850618.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -850649.312500 Penalty: 2932.607666
	Iteration 23Q: 3 clusters Score -850649.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -850673.062500 Penalty: 2932.607666
	Iteration 24Q: 3 clusters Score -850673.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -850693.312500 Penalty: 2932.607666
	Iteration 25Q: 3 clusters Score -850693.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -850704.750000 Penalty: 2932.607666
	Iteration 26Q: 3 clusters Score -850704.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -850713.812500 Penalty: 2932.607666
	Iteration 27Q: 3 clusters Score -850713.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -850724.312500 Penalty: 2932.607666
	Iteration 28Q: 3 clusters Score -850724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -850729.875000 Penalty: 2932.607666
	Iteration 29Q: 3 clusters Score -850729.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -850736.812500 Penalty: 2932.607666
	Iteration 30Q: 3 clusters Score -850736.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -850740.562500 Penalty: 2932.607666
	Iteration 31Q: 3 clusters Score -850740.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -850742.937500 Penalty: 2932.607666
	Iteration 32Q: 3 clusters Score -850742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -850748.937500 Penalty: 2932.607666
	Iteration 33Q: 3 clusters Score -850748.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -850751.625000 Penalty: 2932.607666
	Iteration 34Q: 3 clusters Score -850751.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -850756.687500 Penalty: 2932.607666
	Iteration 35Q: 3 clusters Score -850756.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -850757.875000 Penalty: 2932.607666
	Iteration 36Q: 3 clusters Score -850757.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -850761.437500 Penalty: 2932.607666
	Iteration 37Q: 3 clusters Score -850761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -850767.875000 Penalty: 2932.607666
	Iteration 38Q: 3 clusters Score -850767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -850772.625000 Penalty: 2932.607666
	Iteration 39Q: 3 clusters Score -850772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -850778.562500 Penalty: 2932.607666
	Iteration 40F: 3 clusters Score -850778.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -850783.937500 Penalty: 2932.607666
	Iteration 41Q: 3 clusters Score -850783.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -850787.000000 Penalty: 2932.607666
	Iteration 42Q: 3 clusters Score -850787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -850788.687500 Penalty: 2932.607666
	Iteration 43Q: 3 clusters Score -850788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -850793.500000 Penalty: 2932.607666
	Iteration 44Q: 3 clusters Score -850793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -850793.625000 Penalty: 2932.607666
	Iteration 45Q: 3 clusters Score -850793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -850798.937500 Penalty: 2932.607666
	Iteration 46Q: 3 clusters Score -850798.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -850802.437500 Penalty: 2932.607666
	Iteration 47Q: 3 clusters Score -850802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -850806.937500 Penalty: 2932.607666
	Iteration 48Q: 3 clusters Score -850806.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -850811.937500 Penalty: 2932.607666
	Iteration 49Q: 3 clusters Score -850811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -850815.312500 Penalty: 2932.607666
	Iteration 50Q: 3 clusters Score -850815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -850820.562500 Penalty: 2932.607666
	Iteration 51Q: 3 clusters Score -850820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -850822.750000 Penalty: 2932.607666
	Iteration 52Q: 3 clusters Score -850822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -850825.125000 Penalty: 2932.607666
	Iteration 53Q: 3 clusters Score -850825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -850827.000000 Penalty: 2932.607666
	Iteration 54Q: 3 clusters Score -850827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -850828.562500 Penalty: 2932.607666
	Iteration 55Q: 3 clusters Score -850828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -850829.000000 Penalty: 2932.607666
	Iteration 56Q: 3 clusters Score -850829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -850828.500000 Penalty: 2932.607666
	Iteration 57Q: 3 clusters Score -850828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -850832.187500 Penalty: 2932.607666
	Iteration 58Q: 3 clusters Score -850832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -850832.312500 Penalty: 2932.607666
	Iteration 59Q: 3 clusters Score -850832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -850835.625000 Penalty: 2932.607666
	Iteration 60F: 3 clusters Score -850835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -850839.062500 Penalty: 2932.607666
	Iteration 61Q: 3 clusters Score -850839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -850840.187500 Penalty: 2932.607666
	Iteration 62Q: 3 clusters Score -850840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -850841.250000 Penalty: 2932.607666
	Iteration 63Q: 3 clusters Score -850841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -850842.875000 Penalty: 2932.607666
	Iteration 64Q: 3 clusters Score -850842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -850844.437500 Penalty: 2932.607666
	Iteration 65Q: 3 clusters Score -850844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -850845.125000 Penalty: 2932.607666
	Iteration 66Q: 3 clusters Score -850845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -850848.687500 Penalty: 2932.607666
	Iteration 67Q: 3 clusters Score -850848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -850850.500000 Penalty: 2932.607666
	Iteration 68Q: 3 clusters Score -850850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -850851.812500 Penalty: 2932.607666
	Iteration 69Q: 3 clusters Score -850851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -850853.687500 Penalty: 2932.607666
	Iteration 70Q: 3 clusters Score -850853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -850857.000000 Penalty: 2932.607666
	Iteration 71Q: 3 clusters Score -850857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -850859.062500 Penalty: 2932.607666
	Iteration 72Q: 3 clusters Score -850859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -850859.125000 Penalty: 2932.607666
	Iteration 73Q: 3 clusters Score -850859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -850861.062500 Penalty: 2932.607666
	Iteration 74Q: 3 clusters Score -850861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -850863.000000 Penalty: 2932.607666
	Iteration 75Q: 3 clusters Score -850863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -850864.812500 Penalty: 2932.607666
	Iteration 76Q: 3 clusters Score -850864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -850867.750000 Penalty: 2932.607666
	Iteration 77Q: 3 clusters Score -850867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -850867.375000 Penalty: 2932.607666
	Iteration 78Q: 3 clusters Score -850867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -850869.000000 Penalty: 2932.607666
	Iteration 79Q: 3 clusters Score -850869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -850870.812500 Penalty: 2932.607666
	Iteration 80F: 3 clusters Score -850870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -850870.375000 Penalty: 2932.607666
	Iteration 81Q: 3 clusters Score -850870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -850870.812500 Penalty: 2932.607666
	Iteration 82Q: 3 clusters Score -850870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -850870.812500 Penalty: 2932.607666
	Iteration 83F: 3 clusters Score -850870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -335683.906250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -335683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -332678.656250 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -332678.7 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -333505.968750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -333506 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -333723.531250 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -333723.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -333850.031250 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -333850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -333936.562500 Penalty: 2645.791992
	Iteration 4Q: 3 clusters Score -333936.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -333990.656250 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -333990.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -334022.718750 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -334022.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -334051.093750 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -334051.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -334084.937500 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -334084.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -334130.968750 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -334131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -334191.156250 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -334191.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -334266.656250 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -334266.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -334386.531250 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -334386.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -334579.218750 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -334579.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -334851.406250 Penalty: 2645.791992
	Iteration 14F: 3 clusters Score -334851.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -335153.437500 Penalty: 2645.791992
	Iteration 15F: 3 clusters Score -335153.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -335347.187500 Penalty: 2645.791992
	Iteration 16F: 3 clusters Score -335347.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -335479.531250 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -335479.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -335608.625000 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -335608.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -335737.812500 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -335737.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -335839.031250 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -335839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -335883.531250 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -335883.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -335906.406250 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -335906.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -335916.656250 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -335916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -335919.187500 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -335919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -335919.187500 Penalty: 2645.791992
	Iteration 25F: 3 clusters Score -335919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 2586 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4915 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21923 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8025 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 846 members 
Entering Unmasked Estep 
Score: -54934840.000000 Penalty: 94598.937500
Splitting cluster 23 changes total score from -54935476.000000 to -54934840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -176222.625000 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -176222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -174185.687500 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -174185.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -175272.953125 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -175273 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -175687.250000 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -175687.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175892.828125 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -175892.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176052.281250 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -176052.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -176162.734375 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -176162.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -176233.796875 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -176233.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -176274.078125 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -176274.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -176300.875000 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -176300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -176324.312500 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -176324.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -176341.843750 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -176341.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -176360.390625 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -176360.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176372.718750 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -176372.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -176382.546875 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -176382.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176389.000000 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -176389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -176396.468750 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -176396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176400.750000 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -176400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -176404.578125 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -176404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -176407.765625 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -176407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -176412.000000 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -176412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -176433.171875 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -176433.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -176488.000000 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -176488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176537.359375 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -176537.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -176558.843750 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -176558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -176572.437500 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -176572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -176578.078125 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -176578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -176579.015625 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -176579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176579.609375 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -176579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176579.890625 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -176579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176580.875000 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -176580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -176581.578125 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -176581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176581.671875 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -176581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176582.421875 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -176582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -176583.234375 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -176583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176583.296875 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -176583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176583.296875 Penalty: 2493.040771
	Iteration 35F: 3 clusters Score -176583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 1273 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4915 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21923 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8025 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 872 members 
Entering Unmasked Estep 
Score: -54934900.000000 Penalty: 94598.937500
Splitting cluster 24 changes total score from -54935476.000000 to -54934900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -241737.750000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -241737.8 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 1217 members 
Entering Unmasked Estep 
Score: -239332.109375 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -239332.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -239882.328125 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -239882.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -239994.640625 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -239994.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -240074.343750 Penalty: 2539.022949
	Iteration 3Q: 3 clusters Score -240074.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -240136.046875 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -240136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -240198.453125 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -240198.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -240283.250000 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -240283.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -240365.046875 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -240365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -240476.500000 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -240476.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -240569.562500 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -240569.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -240671.109375 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -240671.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -240785.437500 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -240785.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -240896.687500 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -240896.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -241007.062500 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -241007.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -241146.718750 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -241146.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -241264.671875 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -241264.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -241323.281250 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -241323.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -241351.968750 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -241352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -241367.093750 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -241367.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -241375.703125 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -241375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -241382.343750 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -241382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -241390.453125 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -241390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -241396.218750 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -241396.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -241400.765625 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -241400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -241404.328125 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -241404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -241405.437500 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -241405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -241406.140625 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -241406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -241406.953125 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -241407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -241406.953125 Penalty: 2539.022949
	Iteration 28F: 3 clusters Score -241407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -496921.593750 Penalty: 1381.257568
	Iteration 0F: 2 clusters Score -496921.6 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 2415 members 
Entering Unmasked Estep 
Score: -493018.000000 Penalty: 2762.515137
	Iteration 0F: 3 clusters Score -493018 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -494078.562500 Penalty: 2762.515137
	Iteration 1F: 3 clusters Score -494078.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -494227.406250 Penalty: 2762.515137
	Iteration 2F: 3 clusters Score -494227.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -494341.031250 Penalty: 2762.515137
	Iteration 3F: 3 clusters Score -494341 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -494440.437500 Penalty: 2762.515137
	Iteration 4Q: 3 clusters Score -494440.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -494519.937500 Penalty: 2762.515137
	Iteration 5Q: 3 clusters Score -494519.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -494612.187500 Penalty: 2762.515137
	Iteration 6Q: 3 clusters Score -494612.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -494718.218750 Penalty: 2762.515137
	Iteration 7Q: 3 clusters Score -494718.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -494827.968750 Penalty: 2762.515137
	Iteration 8Q: 3 clusters Score -494828 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -494923.187500 Penalty: 2762.515137
	Iteration 9Q: 3 clusters Score -494923.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -495014.156250 Penalty: 2762.515137
	Iteration 10Q: 3 clusters Score -495014.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -495106.250000 Penalty: 2762.515137
	Iteration 11Q: 3 clusters Score -495106.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -495208.343750 Penalty: 2762.515137
	Iteration 12Q: 3 clusters Score -495208.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -495310.750000 Penalty: 2762.515137
	Iteration 13Q: 3 clusters Score -495310.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -495391.781250 Penalty: 2762.515137
	Iteration 14Q: 3 clusters Score -495391.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -495485.687500 Penalty: 2762.515137
	Iteration 15Q: 3 clusters Score -495485.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -495575.250000 Penalty: 2762.515137
	Iteration 16Q: 3 clusters Score -495575.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -495652.000000 Penalty: 2762.515137
	Iteration 17Q: 3 clusters Score -495652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -495718.218750 Penalty: 2762.515137
	Iteration 18Q: 3 clusters Score -495718.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -495778.093750 Penalty: 2762.515137
	Iteration 19Q: 3 clusters Score -495778.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -495823.875000 Penalty: 2762.515137
	Iteration 20F: 3 clusters Score -495823.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -495851.000000 Penalty: 2762.515137
	Iteration 21Q: 3 clusters Score -495851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -495876.656250 Penalty: 2762.515137
	Iteration 22Q: 3 clusters Score -495876.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -495908.250000 Penalty: 2762.515137
	Iteration 23Q: 3 clusters Score -495908.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -495927.687500 Penalty: 2762.515137
	Iteration 24Q: 3 clusters Score -495927.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -495940.406250 Penalty: 2762.515137
	Iteration 25Q: 3 clusters Score -495940.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -495956.312500 Penalty: 2762.515137
	Iteration 26Q: 3 clusters Score -495956.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -495967.906250 Penalty: 2762.515137
	Iteration 27Q: 3 clusters Score -495967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -495975.125000 Penalty: 2762.515137
	Iteration 28Q: 3 clusters Score -495975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -495979.531250 Penalty: 2762.515137
	Iteration 29Q: 3 clusters Score -495979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -495983.093750 Penalty: 2762.515137
	Iteration 30Q: 3 clusters Score -495983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -495984.843750 Penalty: 2762.515137
	Iteration 31Q: 3 clusters Score -495984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -495987.375000 Penalty: 2762.515137
	Iteration 32Q: 3 clusters Score -495987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -495989.156250 Penalty: 2762.515137
	Iteration 33Q: 3 clusters Score -495989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -495989.750000 Penalty: 2762.515137
	Iteration 34Q: 3 clusters Score -495989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -495989.781250 Penalty: 2762.515137
	Iteration 35Q: 3 clusters Score -495989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -495990.687500 Penalty: 2762.515137
	Iteration 36Q: 3 clusters Score -495990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -495990.656250 Penalty: 2762.515137
	Iteration 37Q: 3 clusters Score -495990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -495990.656250 Penalty: 2762.515137
	Iteration 38F: 3 clusters Score -495990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -303143.187500 Penalty: 1308.808350
	Iteration 0F: 2 clusters Score -303143.2 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 1573 members 
Entering Unmasked Estep 
Score: -300393.656250 Penalty: 2617.616699
	Iteration 0F: 3 clusters Score -300393.7 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -301308.093750 Penalty: 2617.616699
	Iteration 1F: 3 clusters Score -301308.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -301651.437500 Penalty: 2617.616699
	Iteration 2F: 3 clusters Score -301651.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -302011.625000 Penalty: 2617.616699
	Iteration 3F: 3 clusters Score -302011.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -302444.500000 Penalty: 2617.616699
	Iteration 4F: 3 clusters Score -302444.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -302841.125000 Penalty: 2617.616699
	Iteration 5F: 3 clusters Score -302841.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -303013.312500 Penalty: 2617.616699
	Iteration 6F: 3 clusters Score -303013.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303096.218750 Penalty: 2617.616699
	Iteration 7Q: 3 clusters Score -303096.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -303136.000000 Penalty: 2617.616699
	Iteration 8Q: 3 clusters Score -303136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -303167.468750 Penalty: 2617.616699
	Iteration 9Q: 3 clusters Score -303167.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -303183.500000 Penalty: 2617.616699
	Iteration 10Q: 3 clusters Score -303183.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -303198.031250 Penalty: 2617.616699
	Iteration 11Q: 3 clusters Score -303198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -303213.468750 Penalty: 2617.616699
	Iteration 12Q: 3 clusters Score -303213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -303218.968750 Penalty: 2617.616699
	Iteration 13Q: 3 clusters Score -303219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -303224.375000 Penalty: 2617.616699
	Iteration 14Q: 3 clusters Score -303224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -303226.593750 Penalty: 2617.616699
	Iteration 15Q: 3 clusters Score -303226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -303227.562500 Penalty: 2617.616699
	Iteration 16Q: 3 clusters Score -303227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -303228.218750 Penalty: 2617.616699
	Iteration 17Q: 3 clusters Score -303228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -303228.218750 Penalty: 2617.616699
	Iteration 18F: 3 clusters Score -303228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4915 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21923 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8025 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 708 members 
Entering Unmasked Estep 
Score: -54934620.000000 Penalty: 94598.937500
Splitting cluster 27 changes total score from -54935476.000000 to -54934620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (29608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Entering Unmasked Estep 
Score: -2997195.750000 Penalty: 1673.067505
	Iteration 0F: 2 clusters Score -2997196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2977164.000000 Penalty: 3346.135010
	Iteration 0F: 3 clusters Score -2977164 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2985009.750000 Penalty: 3346.135010
	Iteration 1F: 3 clusters Score -2985010 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2985551.750000 Penalty: 3346.135010
	Iteration 2Q: 3 clusters Score -2985552 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2986239.250000 Penalty: 3346.135010
	Iteration 3F: 3 clusters Score -2986239 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2987045.750000 Penalty: 3346.135010
	Iteration 4F: 3 clusters Score -2987046 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2988112.000000 Penalty: 3346.135010
	Iteration 5F: 3 clusters Score -2988112 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2989516.500000 Penalty: 3346.135010
	Iteration 6F: 3 clusters Score -2989516 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2991316.750000 Penalty: 3346.135010
	Iteration 7F: 3 clusters Score -2991317 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2993225.500000 Penalty: 3346.135010
	Iteration 8F: 3 clusters Score -2993226 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -2994670.250000 Penalty: 3346.135010
	Iteration 9Q: 3 clusters Score -2994670 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2995501.500000 Penalty: 3346.135010
	Iteration 10Q: 3 clusters Score -2995502 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2995864.500000 Penalty: 3346.135010
	Iteration 11Q: 3 clusters Score -2995864 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -2996174.500000 Penalty: 3346.135010
	Iteration 12Q: 3 clusters Score -2996174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -2996441.500000 Penalty: 3346.135010
	Iteration 13Q: 3 clusters Score -2996442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -2996680.250000 Penalty: 3346.135010
	Iteration 14Q: 3 clusters Score -2996680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2996799.500000 Penalty: 3346.135010
	Iteration 15Q: 3 clusters Score -2996800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -2996838.500000 Penalty: 3346.135010
	Iteration 16Q: 3 clusters Score -2996838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2996861.750000 Penalty: 3346.135010
	Iteration 17Q: 3 clusters Score -2996862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2996866.250000 Penalty: 3346.135010
	Iteration 18Q: 3 clusters Score -2996866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2996876.750000 Penalty: 3346.135010
	Iteration 19Q: 3 clusters Score -2996877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2996880.750000 Penalty: 3346.135010
	Iteration 20F: 3 clusters Score -2996881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2996882.500000 Penalty: 3346.135010
	Iteration 21Q: 3 clusters Score -2996882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2996888.500000 Penalty: 3346.135010
	Iteration 22Q: 3 clusters Score -2996888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2996889.750000 Penalty: 3346.135010
	Iteration 23Q: 3 clusters Score -2996890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2996889.250000 Penalty: 3346.135010
	Iteration 24Q: 3 clusters Score -2996889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2996889.250000 Penalty: 3346.135010
	Iteration 25F: 3 clusters Score -2996889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -291992.343750 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -291992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -289273.062500 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -289273.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -289908.718750 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -289908.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -290054.062500 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -290054.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -290139.437500 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -290139.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -290191.937500 Penalty: 2594.063232
	Iteration 4Q: 3 clusters Score -290191.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -290235.062500 Penalty: 2594.063232
	Iteration 5Q: 3 clusters Score -290235.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -290271.500000 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -290271.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -290301.906250 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -290301.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -290326.218750 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -290326.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -290356.156250 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -290356.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290382.843750 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -290382.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -290407.312500 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -290407.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290426.750000 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -290426.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -290454.375000 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -290454.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -290482.281250 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -290482.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -290515.062500 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -290515.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290553.250000 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -290553.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -290601.468750 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -290601.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290643.531250 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -290643.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -290685.156250 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -290685.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -290725.062500 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -290725.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -290768.906250 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -290768.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -290800.062500 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -290800.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290826.250000 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -290826.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -290840.562500 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -290840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290851.531250 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -290851.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -290860.093750 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -290860.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -290869.125000 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -290869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -290880.750000 Penalty: 2594.063232
	Iteration 28Q: 3 clusters Score -290880.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -290889.031250 Penalty: 2594.063232
	Iteration 29Q: 3 clusters Score -290889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -290896.312500 Penalty: 2594.063232
	Iteration 30Q: 3 clusters Score -290896.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -290901.531250 Penalty: 2594.063232
	Iteration 31Q: 3 clusters Score -290901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -290908.437500 Penalty: 2594.063232
	Iteration 32Q: 3 clusters Score -290908.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -290912.625000 Penalty: 2594.063232
	Iteration 33Q: 3 clusters Score -290912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -290916.750000 Penalty: 2594.063232
	Iteration 34Q: 3 clusters Score -290916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -290918.281250 Penalty: 2594.063232
	Iteration 35Q: 3 clusters Score -290918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -290919.281250 Penalty: 2594.063232
	Iteration 36Q: 3 clusters Score -290919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -290919.281250 Penalty: 2594.063232
	Iteration 37F: 3 clusters Score -290919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Entering Unmasked Estep 
Score: -2213393.000000 Penalty: 1624.234863
	Iteration 0F: 2 clusters Score -2213393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2198540.000000 Penalty: 3248.469727
	Iteration 0F: 3 clusters Score -2198540 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2204088.000000 Penalty: 3248.469727
	Iteration 1F: 3 clusters Score -2204088 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2204514.250000 Penalty: 3248.469727
	Iteration 2F: 3 clusters Score -2204514 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2205004.750000 Penalty: 3248.469727
	Iteration 3F: 3 clusters Score -2205005 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2205553.000000 Penalty: 3248.469727
	Iteration 4F: 3 clusters Score -2205553 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2206272.000000 Penalty: 3248.469727
	Iteration 5F: 3 clusters Score -2206272 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2207057.750000 Penalty: 3248.469727
	Iteration 6F: 3 clusters Score -2207058 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2207957.250000 Penalty: 3248.469727
	Iteration 7F: 3 clusters Score -2207957 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2208857.000000 Penalty: 3248.469727
	Iteration 8F: 3 clusters Score -2208857 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2209646.250000 Penalty: 3248.469727
	Iteration 9Q: 3 clusters Score -2209646 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2210325.500000 Penalty: 3248.469727
	Iteration 10Q: 3 clusters Score -2210326 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2210876.250000 Penalty: 3248.469727
	Iteration 11Q: 3 clusters Score -2210876 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2211326.000000 Penalty: 3248.469727
	Iteration 12Q: 3 clusters Score -2211326 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2211646.250000 Penalty: 3248.469727
	Iteration 13Q: 3 clusters Score -2211646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2211863.250000 Penalty: 3248.469727
	Iteration 14Q: 3 clusters Score -2211863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2212001.500000 Penalty: 3248.469727
	Iteration 15Q: 3 clusters Score -2212002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2212081.750000 Penalty: 3248.469727
	Iteration 16Q: 3 clusters Score -2212082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2212157.250000 Penalty: 3248.469727
	Iteration 17Q: 3 clusters Score -2212157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2212192.750000 Penalty: 3248.469727
	Iteration 18Q: 3 clusters Score -2212193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2212208.250000 Penalty: 3248.469727
	Iteration 19Q: 3 clusters Score -2212208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2212222.000000 Penalty: 3248.469727
	Iteration 20F: 3 clusters Score -2212222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2212227.000000 Penalty: 3248.469727
	Iteration 21Q: 3 clusters Score -2212227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2212231.750000 Penalty: 3248.469727
	Iteration 22Q: 3 clusters Score -2212232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2212232.500000 Penalty: 3248.469727
	Iteration 23Q: 3 clusters Score -2212232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2212240.750000 Penalty: 3248.469727
	Iteration 24Q: 3 clusters Score -2212241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2212245.500000 Penalty: 3248.469727
	Iteration 25Q: 3 clusters Score -2212246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2212251.000000 Penalty: 3248.469727
	Iteration 26Q: 3 clusters Score -2212251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2212260.750000 Penalty: 3248.469727
	Iteration 27Q: 3 clusters Score -2212261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2212269.250000 Penalty: 3248.469727
	Iteration 28Q: 3 clusters Score -2212269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2212277.250000 Penalty: 3248.469727
	Iteration 29Q: 3 clusters Score -2212277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2212284.000000 Penalty: 3248.469727
	Iteration 30Q: 3 clusters Score -2212284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2212287.500000 Penalty: 3248.469727
	Iteration 31Q: 3 clusters Score -2212288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2212289.250000 Penalty: 3248.469727
	Iteration 32Q: 3 clusters Score -2212289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2212294.500000 Penalty: 3248.469727
	Iteration 33Q: 3 clusters Score -2212294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2212298.000000 Penalty: 3248.469727
	Iteration 34Q: 3 clusters Score -2212298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2212301.250000 Penalty: 3248.469727
	Iteration 35Q: 3 clusters Score -2212301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2212304.750000 Penalty: 3248.469727
	Iteration 36Q: 3 clusters Score -2212305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2212309.250000 Penalty: 3248.469727
	Iteration 37Q: 3 clusters Score -2212309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2212310.500000 Penalty: 3248.469727
	Iteration 38Q: 3 clusters Score -2212310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2212309.500000 Penalty: 3248.469727
	Iteration 39Q: 3 clusters Score -2212310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2212309.000000 Penalty: 3248.469727
	Iteration 40F: 3 clusters Score -2212309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2212309.750000 Penalty: 3248.469727
	Iteration 41Q: 3 clusters Score -2212310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2212308.750000 Penalty: 3248.469727
	Iteration 42Q: 3 clusters Score -2212309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2212309.750000 Penalty: 3248.469727
	Iteration 43Q: 3 clusters Score -2212310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2212309.500000 Penalty: 3248.469727
	Iteration 44Q: 3 clusters Score -2212310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2212309.500000 Penalty: 3248.469727
	Iteration 45F: 3 clusters Score -2212310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -686193.812500 Penalty: 1431.529907
	Iteration 0F: 2 clusters Score -686193.8 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 3406 members 
Entering Unmasked Estep 
Score: -681152.187500 Penalty: 2863.059814
	Iteration 0F: 3 clusters Score -681152.2 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -682793.312500 Penalty: 2863.059814
	Iteration 1F: 3 clusters Score -682793.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -683144.625000 Penalty: 2863.059814
	Iteration 2F: 3 clusters Score -683144.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -683458.625000 Penalty: 2863.059814
	Iteration 3F: 3 clusters Score -683458.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -683723.687500 Penalty: 2863.059814
	Iteration 4F: 3 clusters Score -683723.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -683926.875000 Penalty: 2863.059814
	Iteration 5F: 3 clusters Score -683926.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -684110.375000 Penalty: 2863.059814
	Iteration 6Q: 3 clusters Score -684110.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -684281.562500 Penalty: 2863.059814
	Iteration 7Q: 3 clusters Score -684281.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -684420.375000 Penalty: 2863.059814
	Iteration 8Q: 3 clusters Score -684420.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -684533.500000 Penalty: 2863.059814
	Iteration 9Q: 3 clusters Score -684533.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -684624.875000 Penalty: 2863.059814
	Iteration 10Q: 3 clusters Score -684624.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -684708.000000 Penalty: 2863.059814
	Iteration 11Q: 3 clusters Score -684708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -684771.687500 Penalty: 2863.059814
	Iteration 12Q: 3 clusters Score -684771.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -684821.875000 Penalty: 2863.059814
	Iteration 13Q: 3 clusters Score -684821.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -684884.125000 Penalty: 2863.059814
	Iteration 14Q: 3 clusters Score -684884.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -684950.562500 Penalty: 2863.059814
	Iteration 15Q: 3 clusters Score -684950.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -685007.500000 Penalty: 2863.059814
	Iteration 16Q: 3 clusters Score -685007.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -685065.125000 Penalty: 2863.059814
	Iteration 17Q: 3 clusters Score -685065.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -685110.187500 Penalty: 2863.059814
	Iteration 18Q: 3 clusters Score -685110.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -685145.687500 Penalty: 2863.059814
	Iteration 19Q: 3 clusters Score -685145.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -685179.000000 Penalty: 2863.059814
	Iteration 20F: 3 clusters Score -685179 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -685213.062500 Penalty: 2863.059814
	Iteration 21Q: 3 clusters Score -685213.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -685244.312500 Penalty: 2863.059814
	Iteration 22Q: 3 clusters Score -685244.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -685273.000000 Penalty: 2863.059814
	Iteration 23Q: 3 clusters Score -685273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -685291.875000 Penalty: 2863.059814
	Iteration 24Q: 3 clusters Score -685291.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -685311.937500 Penalty: 2863.059814
	Iteration 25Q: 3 clusters Score -685311.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -685336.125000 Penalty: 2863.059814
	Iteration 26Q: 3 clusters Score -685336.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -685362.562500 Penalty: 2863.059814
	Iteration 27Q: 3 clusters Score -685362.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -685387.750000 Penalty: 2863.059814
	Iteration 28Q: 3 clusters Score -685387.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -685405.562500 Penalty: 2863.059814
	Iteration 29Q: 3 clusters Score -685405.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -685417.437500 Penalty: 2863.059814
	Iteration 30Q: 3 clusters Score -685417.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -685424.375000 Penalty: 2863.059814
	Iteration 31Q: 3 clusters Score -685424.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -685432.250000 Penalty: 2863.059814
	Iteration 32Q: 3 clusters Score -685432.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -685440.500000 Penalty: 2863.059814
	Iteration 33Q: 3 clusters Score -685440.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -685444.187500 Penalty: 2863.059814
	Iteration 34Q: 3 clusters Score -685444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -685447.687500 Penalty: 2863.059814
	Iteration 35Q: 3 clusters Score -685447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -685455.000000 Penalty: 2863.059814
	Iteration 36Q: 3 clusters Score -685455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -685458.937500 Penalty: 2863.059814
	Iteration 37Q: 3 clusters Score -685458.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -685462.750000 Penalty: 2863.059814
	Iteration 38Q: 3 clusters Score -685462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -685465.125000 Penalty: 2863.059814
	Iteration 39Q: 3 clusters Score -685465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -685466.937500 Penalty: 2863.059814
	Iteration 40F: 3 clusters Score -685466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -685469.437500 Penalty: 2863.059814
	Iteration 41Q: 3 clusters Score -685469.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -685473.250000 Penalty: 2863.059814
	Iteration 42Q: 3 clusters Score -685473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -685473.375000 Penalty: 2863.059814
	Iteration 43Q: 3 clusters Score -685473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -685475.500000 Penalty: 2863.059814
	Iteration 44Q: 3 clusters Score -685475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -685476.437500 Penalty: 2863.059814
	Iteration 45Q: 3 clusters Score -685476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -685476.125000 Penalty: 2863.059814
	Iteration 46Q: 3 clusters Score -685476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -685478.750000 Penalty: 2863.059814
	Iteration 47Q: 3 clusters Score -685478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -685480.250000 Penalty: 2863.059814
	Iteration 48Q: 3 clusters Score -685480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -685482.000000 Penalty: 2863.059814
	Iteration 49Q: 3 clusters Score -685482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -685483.812500 Penalty: 2863.059814
	Iteration 50Q: 3 clusters Score -685483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -685485.000000 Penalty: 2863.059814
	Iteration 51Q: 3 clusters Score -685485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -685487.937500 Penalty: 2863.059814
	Iteration 52Q: 3 clusters Score -685487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -685491.812500 Penalty: 2863.059814
	Iteration 53Q: 3 clusters Score -685491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -685495.062500 Penalty: 2863.059814
	Iteration 54Q: 3 clusters Score -685495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -685496.125000 Penalty: 2863.059814
	Iteration 55Q: 3 clusters Score -685496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -685498.312500 Penalty: 2863.059814
	Iteration 56Q: 3 clusters Score -685498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -685499.937500 Penalty: 2863.059814
	Iteration 57Q: 3 clusters Score -685499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -685499.937500 Penalty: 2863.059814
	Iteration 58Q: 3 clusters Score -685499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -685499.562500 Penalty: 2863.059814
	Iteration 59Q: 3 clusters Score -685499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -685499.750000 Penalty: 2863.059814
	Iteration 60F: 3 clusters Score -685499.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -607650.875000 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -607650.9 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 3106 members 
Entering Unmasked Estep 
Score: -602898.937500 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -602898.9 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -604351.500000 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -604351.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -604586.687500 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -604586.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -604775.000000 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -604775 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -604936.187500 Penalty: 2838.365723
	Iteration 4Q: 3 clusters Score -604936.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -605104.937500 Penalty: 2838.365723
	Iteration 5Q: 3 clusters Score -605104.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -605286.812500 Penalty: 2838.365723
	Iteration 6Q: 3 clusters Score -605286.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -605468.250000 Penalty: 2838.365723
	Iteration 7Q: 3 clusters Score -605468.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -605650.375000 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -605650.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -605855.875000 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -605855.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -606045.000000 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -606045 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -606214.187500 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -606214.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -606363.250000 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -606363.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -606478.312500 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -606478.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -606566.062500 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -606566.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -606624.250000 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -606624.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -606669.125000 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -606669.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -606694.125000 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -606694.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -606707.437500 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -606707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -606717.625000 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -606717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -606726.125000 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -606726.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -606735.062500 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -606735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -606738.562500 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -606738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -606741.750000 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -606741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -606745.375000 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -606745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -606749.562500 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -606749.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -606752.625000 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -606752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -606755.250000 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -606755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -606758.875000 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -606758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -606762.500000 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -606762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -606764.062500 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -606764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -606764.250000 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -606764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -606765.937500 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -606765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -606767.812500 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -606767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -606771.875000 Penalty: 2838.365723
	Iteration 34Q: 3 clusters Score -606771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -606777.937500 Penalty: 2838.365723
	Iteration 35Q: 3 clusters Score -606777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -606781.500000 Penalty: 2838.365723
	Iteration 36Q: 3 clusters Score -606781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -606785.250000 Penalty: 2838.365723
	Iteration 37Q: 3 clusters Score -606785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -606788.875000 Penalty: 2838.365723
	Iteration 38Q: 3 clusters Score -606788.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -606792.062500 Penalty: 2838.365723
	Iteration 39Q: 3 clusters Score -606792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -606797.562500 Penalty: 2838.365723
	Iteration 40F: 3 clusters Score -606797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -606800.500000 Penalty: 2838.365723
	Iteration 41Q: 3 clusters Score -606800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -606802.437500 Penalty: 2838.365723
	Iteration 42Q: 3 clusters Score -606802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -606803.812500 Penalty: 2838.365723
	Iteration 43Q: 3 clusters Score -606803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -606806.437500 Penalty: 2838.365723
	Iteration 44Q: 3 clusters Score -606806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -606805.687500 Penalty: 2838.365723
	Iteration 45Q: 3 clusters Score -606805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -606806.187500 Penalty: 2838.365723
	Iteration 46Q: 3 clusters Score -606806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -606806.125000 Penalty: 2838.365723
	Iteration 47Q: 3 clusters Score -606806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -606806.125000 Penalty: 2838.365723
	Iteration 48F: 3 clusters Score -606806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -358819.312500 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -358819.3 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 1790 members 
Entering Unmasked Estep 
Score: -355643.812500 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -355643.8 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -356568.593750 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -356568.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -356787.500000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -356787.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -356977.281250 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -356977.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -357149.562500 Penalty: 2671.980713
	Iteration 4F: 3 clusters Score -357149.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -357309.625000 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -357309.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -357446.843750 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -357446.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -357590.968750 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -357591 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -357769.500000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -357769.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -357932.187500 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -357932.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -358068.125000 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -358068.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -358176.562500 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -358176.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -358242.875000 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -358242.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -358283.406250 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -358283.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -358317.937500 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -358317.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -358358.843750 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -358358.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -358383.718750 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -358383.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -358402.343750 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -358402.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -358424.593750 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -358424.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -358442.906250 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -358442.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -358460.062500 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -358460.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -358474.562500 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -358474.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -358486.593750 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -358486.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -358501.843750 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -358501.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -358513.125000 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -358513.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -358522.375000 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -358522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -358525.750000 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -358525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -358527.531250 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -358527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -358529.875000 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -358529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -358532.968750 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -358533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -358533.843750 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -358533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -358534.531250 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -358534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -358534.531250 Penalty: 2671.980713
	Iteration 32F: 3 clusters Score -358534.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51420.296875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -51420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50397.207031 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -50397.21 nChanged 172
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: -50593.222656 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -50593.22 nChanged 30
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: -50628.765625 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -50628.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50643.175781 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -50643.18 nChanged 9
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: -50653.089844 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -50653.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50662.203125 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -50662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50667.238281 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -50667.24 nChanged 4
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: -50670.007812 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -50670.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50671.140625 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -50671.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50672.402344 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -50672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50673.347656 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -50673.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50673.632812 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -50673.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50674.132812 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -50674.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50675.613281 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -50675.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50675.613281 Penalty: 2053.078613
	Iteration 14F: 3 clusters Score -50675.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -397534.687500 Penalty: 1345.450806
	Iteration 0F: 2 clusters Score -397534.7 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 1989 members 
Entering Unmasked Estep 
Score: -394201.500000 Penalty: 2690.901611
	Iteration 0F: 3 clusters Score -394201.5 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -395143.593750 Penalty: 2690.901611
	Iteration 1F: 3 clusters Score -395143.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -395358.718750 Penalty: 2690.901611
	Iteration 2F: 3 clusters Score -395358.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395546.437500 Penalty: 2690.901611
	Iteration 3F: 3 clusters Score -395546.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -395730.031250 Penalty: 2690.901611
	Iteration 4F: 3 clusters Score -395730 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -395920.625000 Penalty: 2690.901611
	Iteration 5F: 3 clusters Score -395920.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -396099.656250 Penalty: 2690.901611
	Iteration 6F: 3 clusters Score -396099.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -396255.250000 Penalty: 2690.901611
	Iteration 7Q: 3 clusters Score -396255.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -396378.625000 Penalty: 2690.901611
	Iteration 8Q: 3 clusters Score -396378.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -396461.125000 Penalty: 2690.901611
	Iteration 9Q: 3 clusters Score -396461.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -396524.218750 Penalty: 2690.901611
	Iteration 10Q: 3 clusters Score -396524.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -396578.343750 Penalty: 2690.901611
	Iteration 11Q: 3 clusters Score -396578.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -396625.906250 Penalty: 2690.901611
	Iteration 12Q: 3 clusters Score -396625.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -396657.156250 Penalty: 2690.901611
	Iteration 13Q: 3 clusters Score -396657.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -396682.781250 Penalty: 2690.901611
	Iteration 14Q: 3 clusters Score -396682.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -396700.000000 Penalty: 2690.901611
	Iteration 15Q: 3 clusters Score -396700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -396709.187500 Penalty: 2690.901611
	Iteration 16Q: 3 clusters Score -396709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -396715.375000 Penalty: 2690.901611
	Iteration 17Q: 3 clusters Score -396715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -396721.312500 Penalty: 2690.901611
	Iteration 18Q: 3 clusters Score -396721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -396725.000000 Penalty: 2690.901611
	Iteration 19Q: 3 clusters Score -396725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -396728.031250 Penalty: 2690.901611
	Iteration 20F: 3 clusters Score -396728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -396733.281250 Penalty: 2690.901611
	Iteration 21Q: 3 clusters Score -396733.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -396736.093750 Penalty: 2690.901611
	Iteration 22Q: 3 clusters Score -396736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -396737.781250 Penalty: 2690.901611
	Iteration 23Q: 3 clusters Score -396737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -396738.468750 Penalty: 2690.901611
	Iteration 24Q: 3 clusters Score -396738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -396738.718750 Penalty: 2690.901611
	Iteration 25Q: 3 clusters Score -396738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -396739.781250 Penalty: 2690.901611
	Iteration 26Q: 3 clusters Score -396739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -396740.468750 Penalty: 2690.901611
	Iteration 27Q: 3 clusters Score -396740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -396741.062500 Penalty: 2690.901611
	Iteration 28Q: 3 clusters Score -396741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -396741.218750 Penalty: 2690.901611
	Iteration 29Q: 3 clusters Score -396741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -396741.562500 Penalty: 2690.901611
	Iteration 30Q: 3 clusters Score -396741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -396742.906250 Penalty: 2690.901611
	Iteration 31Q: 3 clusters Score -396742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -396743.312500 Penalty: 2690.901611
	Iteration 32Q: 3 clusters Score -396743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -396744.375000 Penalty: 2690.901611
	Iteration 33Q: 3 clusters Score -396744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -396745.156250 Penalty: 2690.901611
	Iteration 34Q: 3 clusters Score -396745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -396744.906250 Penalty: 2690.901611
	Iteration 35Q: 3 clusters Score -396744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -396746.187500 Penalty: 2690.901611
	Iteration 36Q: 3 clusters Score -396746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -396745.843750 Penalty: 2690.901611
	Iteration 37Q: 3 clusters Score -396745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -396746.906250 Penalty: 2690.901611
	Iteration 38Q: 3 clusters Score -396746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -396746.937500 Penalty: 2690.901611
	Iteration 39Q: 3 clusters Score -396746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396748.781250 Penalty: 2690.901611
	Iteration 40F: 3 clusters Score -396748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -396750.250000 Penalty: 2690.901611
	Iteration 41Q: 3 clusters Score -396750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -396752.281250 Penalty: 2690.901611
	Iteration 42Q: 3 clusters Score -396752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -396754.062500 Penalty: 2690.901611
	Iteration 43Q: 3 clusters Score -396754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -396755.718750 Penalty: 2690.901611
	Iteration 44Q: 3 clusters Score -396755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -396760.312500 Penalty: 2690.901611
	Iteration 45Q: 3 clusters Score -396760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -396767.156250 Penalty: 2690.901611
	Iteration 46Q: 3 clusters Score -396767.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -396772.906250 Penalty: 2690.901611
	Iteration 47Q: 3 clusters Score -396772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -396776.968750 Penalty: 2690.901611
	Iteration 48Q: 3 clusters Score -396777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -396779.281250 Penalty: 2690.901611
	Iteration 49Q: 3 clusters Score -396779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396783.437500 Penalty: 2690.901611
	Iteration 50Q: 3 clusters Score -396783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396786.000000 Penalty: 2690.901611
	Iteration 51Q: 3 clusters Score -396786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -396788.781250 Penalty: 2690.901611
	Iteration 52Q: 3 clusters Score -396788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -396789.812500 Penalty: 2690.901611
	Iteration 53Q: 3 clusters Score -396789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -396791.343750 Penalty: 2690.901611
	Iteration 54Q: 3 clusters Score -396791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396791.906250 Penalty: 2690.901611
	Iteration 55Q: 3 clusters Score -396791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396793.375000 Penalty: 2690.901611
	Iteration 56Q: 3 clusters Score -396793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396793.375000 Penalty: 2690.901611
	Iteration 57F: 3 clusters Score -396793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -636839.562500 Penalty: 1425.951416
	Iteration 0F: 2 clusters Score -636839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -631894.750000 Penalty: 2851.902832
	Iteration 0F: 3 clusters Score -631894.8 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -633414.562500 Penalty: 2851.902832
	Iteration 1F: 3 clusters Score -633414.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -633662.937500 Penalty: 2851.902832
	Iteration 2F: 3 clusters Score -633662.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -633882.187500 Penalty: 2851.902832
	Iteration 3F: 3 clusters Score -633882.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -634116.625000 Penalty: 2851.902832
	Iteration 4F: 3 clusters Score -634116.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -634366.625000 Penalty: 2851.902832
	Iteration 5F: 3 clusters Score -634366.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -634649.562500 Penalty: 2851.902832
	Iteration 6Q: 3 clusters Score -634649.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -635045.125000 Penalty: 2851.902832
	Iteration 7F: 3 clusters Score -635045.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -635419.687500 Penalty: 2851.902832
	Iteration 8F: 3 clusters Score -635419.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -635700.437500 Penalty: 2851.902832
	Iteration 9Q: 3 clusters Score -635700.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -635895.625000 Penalty: 2851.902832
	Iteration 10Q: 3 clusters Score -635895.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -636002.312500 Penalty: 2851.902832
	Iteration 11Q: 3 clusters Score -636002.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -636063.000000 Penalty: 2851.902832
	Iteration 12Q: 3 clusters Score -636063 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -636107.062500 Penalty: 2851.902832
	Iteration 13Q: 3 clusters Score -636107.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -636147.437500 Penalty: 2851.902832
	Iteration 14Q: 3 clusters Score -636147.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -636184.500000 Penalty: 2851.902832
	Iteration 15Q: 3 clusters Score -636184.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -636213.062500 Penalty: 2851.902832
	Iteration 16Q: 3 clusters Score -636213.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -636234.250000 Penalty: 2851.902832
	Iteration 17Q: 3 clusters Score -636234.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -636250.250000 Penalty: 2851.902832
	Iteration 18Q: 3 clusters Score -636250.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -636258.000000 Penalty: 2851.902832
	Iteration 19Q: 3 clusters Score -636258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -636266.687500 Penalty: 2851.902832
	Iteration 20F: 3 clusters Score -636266.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -636273.625000 Penalty: 2851.902832
	Iteration 21Q: 3 clusters Score -636273.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -636278.125000 Penalty: 2851.902832
	Iteration 22Q: 3 clusters Score -636278.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -636283.125000 Penalty: 2851.902832
	Iteration 23Q: 3 clusters Score -636283.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -636287.750000 Penalty: 2851.902832
	Iteration 24Q: 3 clusters Score -636287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -636291.312500 Penalty: 2851.902832
	Iteration 25Q: 3 clusters Score -636291.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -636297.062500 Penalty: 2851.902832
	Iteration 26Q: 3 clusters Score -636297.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -636302.375000 Penalty: 2851.902832
	Iteration 27Q: 3 clusters Score -636302.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -636309.312500 Penalty: 2851.902832
	Iteration 28Q: 3 clusters Score -636309.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -636315.062500 Penalty: 2851.902832
	Iteration 29Q: 3 clusters Score -636315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -636320.000000 Penalty: 2851.902832
	Iteration 30Q: 3 clusters Score -636320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -636321.062500 Penalty: 2851.902832
	Iteration 31Q: 3 clusters Score -636321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -636321.937500 Penalty: 2851.902832
	Iteration 32Q: 3 clusters Score -636321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -636321.500000 Penalty: 2851.902832
	Iteration 33Q: 3 clusters Score -636321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -636321.437500 Penalty: 2851.902832
	Iteration 34Q: 3 clusters Score -636321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -636321.812500 Penalty: 2851.902832
	Iteration 35Q: 3 clusters Score -636321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -636322.437500 Penalty: 2851.902832
	Iteration 36Q: 3 clusters Score -636322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -636323.187500 Penalty: 2851.902832
	Iteration 37Q: 3 clusters Score -636323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -636322.875000 Penalty: 2851.902832
	Iteration 38Q: 3 clusters Score -636322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -636322.500000 Penalty: 2851.902832
	Iteration 39Q: 3 clusters Score -636322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -636323.000000 Penalty: 2851.902832
	Iteration 40F: 3 clusters Score -636323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -636323.312500 Penalty: 2851.902832
	Iteration 41Q: 3 clusters Score -636323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -636322.750000 Penalty: 2851.902832
	Iteration 42Q: 3 clusters Score -636322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -636324.375000 Penalty: 2851.902832
	Iteration 43Q: 3 clusters Score -636324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -636324.125000 Penalty: 2851.902832
	Iteration 44Q: 3 clusters Score -636324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -636325.250000 Penalty: 2851.902832
	Iteration 45Q: 3 clusters Score -636325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -636324.625000 Penalty: 2851.902832
	Iteration 46Q: 3 clusters Score -636324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -636325.125000 Penalty: 2851.902832
	Iteration 47Q: 3 clusters Score -636325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -636325.750000 Penalty: 2851.902832
	Iteration 48Q: 3 clusters Score -636325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -636325.187500 Penalty: 2851.902832
	Iteration 49Q: 3 clusters Score -636325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -636326.375000 Penalty: 2851.902832
	Iteration 50Q: 3 clusters Score -636326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -636325.375000 Penalty: 2851.902832
	Iteration 51Q: 3 clusters Score -636325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -636325.375000 Penalty: 2851.902832
	Iteration 52F: 3 clusters Score -636325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -455640.468750 Penalty: 1394.277222
	Iteration 0F: 2 clusters Score -455640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -451544.281250 Penalty: 2788.554443
	Iteration 0F: 3 clusters Score -451544.3 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -453111.531250 Penalty: 2788.554443
	Iteration 1F: 3 clusters Score -453111.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -453661.812500 Penalty: 2788.554443
	Iteration 2F: 3 clusters Score -453661.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -454087.156250 Penalty: 2788.554443
	Iteration 3F: 3 clusters Score -454087.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -454360.187500 Penalty: 2788.554443
	Iteration 4F: 3 clusters Score -454360.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -454527.281250 Penalty: 2788.554443
	Iteration 5Q: 3 clusters Score -454527.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -454653.562500 Penalty: 2788.554443
	Iteration 6Q: 3 clusters Score -454653.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -454752.437500 Penalty: 2788.554443
	Iteration 7Q: 3 clusters Score -454752.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -454841.812500 Penalty: 2788.554443
	Iteration 8Q: 3 clusters Score -454841.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -454904.562500 Penalty: 2788.554443
	Iteration 9Q: 3 clusters Score -454904.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -454980.000000 Penalty: 2788.554443
	Iteration 10Q: 3 clusters Score -454980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -455061.125000 Penalty: 2788.554443
	Iteration 11Q: 3 clusters Score -455061.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -455132.468750 Penalty: 2788.554443
	Iteration 12Q: 3 clusters Score -455132.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -455194.125000 Penalty: 2788.554443
	Iteration 13Q: 3 clusters Score -455194.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -455228.687500 Penalty: 2788.554443
	Iteration 14Q: 3 clusters Score -455228.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -455254.125000 Penalty: 2788.554443
	Iteration 15Q: 3 clusters Score -455254.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -455272.250000 Penalty: 2788.554443
	Iteration 16Q: 3 clusters Score -455272.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -455285.937500 Penalty: 2788.554443
	Iteration 17Q: 3 clusters Score -455285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -455299.375000 Penalty: 2788.554443
	Iteration 18Q: 3 clusters Score -455299.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -455314.625000 Penalty: 2788.554443
	Iteration 19Q: 3 clusters Score -455314.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -455329.843750 Penalty: 2788.554443
	Iteration 20F: 3 clusters Score -455329.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -455345.156250 Penalty: 2788.554443
	Iteration 21Q: 3 clusters Score -455345.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -455354.468750 Penalty: 2788.554443
	Iteration 22Q: 3 clusters Score -455354.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -455360.250000 Penalty: 2788.554443
	Iteration 23Q: 3 clusters Score -455360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -455362.312500 Penalty: 2788.554443
	Iteration 24Q: 3 clusters Score -455362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -455364.781250 Penalty: 2788.554443
	Iteration 25Q: 3 clusters Score -455364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -455365.812500 Penalty: 2788.554443
	Iteration 26Q: 3 clusters Score -455365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -455365.875000 Penalty: 2788.554443
	Iteration 27Q: 3 clusters Score -455365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -455365.875000 Penalty: 2788.554443
	Iteration 28F: 3 clusters Score -455365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Entering Unmasked Estep 
Score: -2315406.500000 Penalty: 1629.177124
	Iteration 0F: 2 clusters Score -2315406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2300073.250000 Penalty: 3258.354248
	Iteration 0F: 3 clusters Score -2300073 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2305892.250000 Penalty: 3258.354248
	Iteration 1F: 3 clusters Score -2305892 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2306433.000000 Penalty: 3258.354248
	Iteration 2F: 3 clusters Score -2306433 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2307059.000000 Penalty: 3258.354248
	Iteration 3F: 3 clusters Score -2307059 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2307846.750000 Penalty: 3258.354248
	Iteration 4F: 3 clusters Score -2307847 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2308735.750000 Penalty: 3258.354248
	Iteration 5F: 3 clusters Score -2308736 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2309638.000000 Penalty: 3258.354248
	Iteration 6F: 3 clusters Score -2309638 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2310422.500000 Penalty: 3258.354248
	Iteration 7F: 3 clusters Score -2310422 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2311024.250000 Penalty: 3258.354248
	Iteration 8Q: 3 clusters Score -2311024 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2311465.250000 Penalty: 3258.354248
	Iteration 9Q: 3 clusters Score -2311465 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2311794.000000 Penalty: 3258.354248
	Iteration 10Q: 3 clusters Score -2311794 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2312073.500000 Penalty: 3258.354248
	Iteration 11Q: 3 clusters Score -2312074 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2312299.750000 Penalty: 3258.354248
	Iteration 12Q: 3 clusters Score -2312300 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2312487.500000 Penalty: 3258.354248
	Iteration 13Q: 3 clusters Score -2312488 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2312690.500000 Penalty: 3258.354248
	Iteration 14Q: 3 clusters Score -2312690 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2312859.750000 Penalty: 3258.354248
	Iteration 15Q: 3 clusters Score -2312860 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2313033.000000 Penalty: 3258.354248
	Iteration 16Q: 3 clusters Score -2313033 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2313198.750000 Penalty: 3258.354248
	Iteration 17Q: 3 clusters Score -2313199 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2313342.250000 Penalty: 3258.354248
	Iteration 18Q: 3 clusters Score -2313342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2313465.000000 Penalty: 3258.354248
	Iteration 19Q: 3 clusters Score -2313465 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2313583.000000 Penalty: 3258.354248
	Iteration 20F: 3 clusters Score -2313583 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2313677.250000 Penalty: 3258.354248
	Iteration 21Q: 3 clusters Score -2313677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2313748.000000 Penalty: 3258.354248
	Iteration 22Q: 3 clusters Score -2313748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2313790.000000 Penalty: 3258.354248
	Iteration 23Q: 3 clusters Score -2313790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2313828.500000 Penalty: 3258.354248
	Iteration 24Q: 3 clusters Score -2313828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2313856.000000 Penalty: 3258.354248
	Iteration 25Q: 3 clusters Score -2313856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2313880.500000 Penalty: 3258.354248
	Iteration 26Q: 3 clusters Score -2313880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2313911.750000 Penalty: 3258.354248
	Iteration 27Q: 3 clusters Score -2313912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2313929.500000 Penalty: 3258.354248
	Iteration 28Q: 3 clusters Score -2313930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2313939.750000 Penalty: 3258.354248
	Iteration 29Q: 3 clusters Score -2313940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2313956.250000 Penalty: 3258.354248
	Iteration 30Q: 3 clusters Score -2313956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2313962.750000 Penalty: 3258.354248
	Iteration 31Q: 3 clusters Score -2313963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2313963.500000 Penalty: 3258.354248
	Iteration 32Q: 3 clusters Score -2313964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2313971.000000 Penalty: 3258.354248
	Iteration 33Q: 3 clusters Score -2313971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2313978.250000 Penalty: 3258.354248
	Iteration 34Q: 3 clusters Score -2313978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2313979.500000 Penalty: 3258.354248
	Iteration 35Q: 3 clusters Score -2313980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2313981.750000 Penalty: 3258.354248
	Iteration 36Q: 3 clusters Score -2313982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2313986.750000 Penalty: 3258.354248
	Iteration 37Q: 3 clusters Score -2313987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2313989.000000 Penalty: 3258.354248
	Iteration 38Q: 3 clusters Score -2313989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2313991.750000 Penalty: 3258.354248
	Iteration 39Q: 3 clusters Score -2313992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2313993.000000 Penalty: 3258.354248
	Iteration 40F: 3 clusters Score -2313993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2313999.250000 Penalty: 3258.354248
	Iteration 41Q: 3 clusters Score -2313999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2314003.250000 Penalty: 3258.354248
	Iteration 42Q: 3 clusters Score -2314003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2314005.500000 Penalty: 3258.354248
	Iteration 43Q: 3 clusters Score -2314006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2314011.250000 Penalty: 3258.354248
	Iteration 44Q: 3 clusters Score -2314011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2314009.000000 Penalty: 3258.354248
	Iteration 45Q: 3 clusters Score -2314009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2314009.000000 Penalty: 3258.354248
	Iteration 46F: 3 clusters Score -2314009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -154139.937500 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -154139.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152374.109375 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -152374.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -152698.234375 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -152698.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152775.859375 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -152775.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152813.796875 Penalty: 2372.214355
	Iteration 3Q: 3 clusters Score -152813.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152840.359375 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -152840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152856.625000 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -152856.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152865.875000 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -152865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152873.906250 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -152873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152880.250000 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -152880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152887.484375 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -152887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152890.781250 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -152890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152895.843750 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -152895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152900.031250 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -152900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152902.265625 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -152902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -152903.437500 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -152903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152903.843750 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -152903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152904.843750 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -152904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152906.343750 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -152906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -152906.578125 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -152906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152908.093750 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -152908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152908.859375 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -152908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -801014.937500 Penalty: 1455.762695
	Iteration 0F: 2 clusters Score -801014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -795279.625000 Penalty: 2911.525391
	Iteration 0F: 3 clusters Score -795279.6 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -797009.250000 Penalty: 2911.525391
	Iteration 1F: 3 clusters Score -797009.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -797236.062500 Penalty: 2911.525391
	Iteration 2F: 3 clusters Score -797236.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -797409.125000 Penalty: 2911.525391
	Iteration 3F: 3 clusters Score -797409.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -797544.562500 Penalty: 2911.525391
	Iteration 4Q: 3 clusters Score -797544.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -797670.000000 Penalty: 2911.525391
	Iteration 5Q: 3 clusters Score -797670 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -797784.000000 Penalty: 2911.525391
	Iteration 6Q: 3 clusters Score -797784 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -797877.812500 Penalty: 2911.525391
	Iteration 7Q: 3 clusters Score -797877.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -797964.125000 Penalty: 2911.525391
	Iteration 8Q: 3 clusters Score -797964.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -798055.187500 Penalty: 2911.525391
	Iteration 9Q: 3 clusters Score -798055.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -798144.625000 Penalty: 2911.525391
	Iteration 10Q: 3 clusters Score -798144.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -798259.187500 Penalty: 2911.525391
	Iteration 11Q: 3 clusters Score -798259.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -798391.625000 Penalty: 2911.525391
	Iteration 12Q: 3 clusters Score -798391.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -798523.937500 Penalty: 2911.525391
	Iteration 13Q: 3 clusters Score -798523.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -798656.500000 Penalty: 2911.525391
	Iteration 14Q: 3 clusters Score -798656.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -798801.250000 Penalty: 2911.525391
	Iteration 15Q: 3 clusters Score -798801.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -798932.562500 Penalty: 2911.525391
	Iteration 16Q: 3 clusters Score -798932.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -799044.125000 Penalty: 2911.525391
	Iteration 17Q: 3 clusters Score -799044.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -799138.687500 Penalty: 2911.525391
	Iteration 18Q: 3 clusters Score -799138.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -799222.062500 Penalty: 2911.525391
	Iteration 19Q: 3 clusters Score -799222.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -799285.000000 Penalty: 2911.525391
	Iteration 20F: 3 clusters Score -799285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -799326.937500 Penalty: 2911.525391
	Iteration 21Q: 3 clusters Score -799326.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -799371.062500 Penalty: 2911.525391
	Iteration 22Q: 3 clusters Score -799371.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -799417.375000 Penalty: 2911.525391
	Iteration 23Q: 3 clusters Score -799417.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -799449.125000 Penalty: 2911.525391
	Iteration 24Q: 3 clusters Score -799449.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -799479.187500 Penalty: 2911.525391
	Iteration 25Q: 3 clusters Score -799479.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -799499.875000 Penalty: 2911.525391
	Iteration 26Q: 3 clusters Score -799499.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -799520.437500 Penalty: 2911.525391
	Iteration 27Q: 3 clusters Score -799520.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -799534.750000 Penalty: 2911.525391
	Iteration 28Q: 3 clusters Score -799534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -799551.562500 Penalty: 2911.525391
	Iteration 29Q: 3 clusters Score -799551.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -799567.937500 Penalty: 2911.525391
	Iteration 30Q: 3 clusters Score -799567.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -799589.687500 Penalty: 2911.525391
	Iteration 31Q: 3 clusters Score -799589.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -799607.312500 Penalty: 2911.525391
	Iteration 32Q: 3 clusters Score -799607.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -799614.062500 Penalty: 2911.525391
	Iteration 33Q: 3 clusters Score -799614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -799623.312500 Penalty: 2911.525391
	Iteration 34Q: 3 clusters Score -799623.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -799630.625000 Penalty: 2911.525391
	Iteration 35Q: 3 clusters Score -799630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -799634.125000 Penalty: 2911.525391
	Iteration 36Q: 3 clusters Score -799634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -799637.312500 Penalty: 2911.525391
	Iteration 37Q: 3 clusters Score -799637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -799640.375000 Penalty: 2911.525391
	Iteration 38Q: 3 clusters Score -799640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -799644.062500 Penalty: 2911.525391
	Iteration 39Q: 3 clusters Score -799644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -799644.687500 Penalty: 2911.525391
	Iteration 40F: 3 clusters Score -799644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -799645.812500 Penalty: 2911.525391
	Iteration 41Q: 3 clusters Score -799645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -799647.937500 Penalty: 2911.525391
	Iteration 42Q: 3 clusters Score -799647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -799648.875000 Penalty: 2911.525391
	Iteration 43Q: 3 clusters Score -799648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -799650.062500 Penalty: 2911.525391
	Iteration 44Q: 3 clusters Score -799650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -799649.750000 Penalty: 2911.525391
	Iteration 45Q: 3 clusters Score -799649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -799650.187500 Penalty: 2911.525391
	Iteration 46Q: 3 clusters Score -799650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -799650.187500 Penalty: 2911.525391
	Iteration 47Q: 3 clusters Score -799650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -799649.375000 Penalty: 2911.525391
	Iteration 48Q: 3 clusters Score -799649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -799649.375000 Penalty: 2911.525391
	Iteration 49F: 3 clusters Score -799649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -199538.843750 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -199538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -197441.437500 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -197441.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -197893.328125 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -197893.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -197978.984375 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -197979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -198040.515625 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -198040.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -198088.062500 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -198088.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -198122.671875 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -198122.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -198150.562500 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -198150.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -198174.359375 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -198174.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -198186.796875 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -198186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -198195.421875 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -198195.4 nChanged 16
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: -198203.187500 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -198203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198208.593750 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -198208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198211.890625 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -198211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198212.671875 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -198212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198213.437500 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -198213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -198213.968750 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -198214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -198214.562500 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -198214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -198214.828125 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -198214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -198214.828125 Penalty: 2465.051270
	Iteration 18F: 3 clusters Score -198214.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -817662.750000 Penalty: 1460.926514
	Iteration 0F: 2 clusters Score -817662.8 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 4008 members 
Entering Unmasked Estep 
Score: -811790.187500 Penalty: 2921.853027
	Iteration 0F: 3 clusters Score -811790.2 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -813569.562500 Penalty: 2921.853027
	Iteration 1F: 3 clusters Score -813569.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -813787.375000 Penalty: 2921.853027
	Iteration 2F: 3 clusters Score -813787.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -813944.937500 Penalty: 2921.853027
	Iteration 3Q: 3 clusters Score -813944.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -814087.875000 Penalty: 2921.853027
	Iteration 4Q: 3 clusters Score -814087.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -814227.187500 Penalty: 2921.853027
	Iteration 5Q: 3 clusters Score -814227.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -814371.312500 Penalty: 2921.853027
	Iteration 6Q: 3 clusters Score -814371.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -814570.000000 Penalty: 2921.853027
	Iteration 7Q: 3 clusters Score -814570 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -814804.562500 Penalty: 2921.853027
	Iteration 8Q: 3 clusters Score -814804.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -815066.875000 Penalty: 2921.853027
	Iteration 9Q: 3 clusters Score -815066.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -815366.437500 Penalty: 2921.853027
	Iteration 10F: 3 clusters Score -815366.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -815627.375000 Penalty: 2921.853027
	Iteration 11Q: 3 clusters Score -815627.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -815799.187500 Penalty: 2921.853027
	Iteration 12Q: 3 clusters Score -815799.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -815921.375000 Penalty: 2921.853027
	Iteration 13Q: 3 clusters Score -815921.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -816024.062500 Penalty: 2921.853027
	Iteration 14Q: 3 clusters Score -816024.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -816113.687500 Penalty: 2921.853027
	Iteration 15Q: 3 clusters Score -816113.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -816184.250000 Penalty: 2921.853027
	Iteration 16Q: 3 clusters Score -816184.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -816252.000000 Penalty: 2921.853027
	Iteration 17Q: 3 clusters Score -816252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -816300.062500 Penalty: 2921.853027
	Iteration 18Q: 3 clusters Score -816300.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -816345.312500 Penalty: 2921.853027
	Iteration 19Q: 3 clusters Score -816345.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -816391.750000 Penalty: 2921.853027
	Iteration 20F: 3 clusters Score -816391.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -816436.125000 Penalty: 2921.853027
	Iteration 21Q: 3 clusters Score -816436.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -816474.125000 Penalty: 2921.853027
	Iteration 22Q: 3 clusters Score -816474.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -816493.437500 Penalty: 2921.853027
	Iteration 23Q: 3 clusters Score -816493.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -816509.000000 Penalty: 2921.853027
	Iteration 24Q: 3 clusters Score -816509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -816519.375000 Penalty: 2921.853027
	Iteration 25Q: 3 clusters Score -816519.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -816528.687500 Penalty: 2921.853027
	Iteration 26Q: 3 clusters Score -816528.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -816535.125000 Penalty: 2921.853027
	Iteration 27Q: 3 clusters Score -816535.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -816540.062500 Penalty: 2921.853027
	Iteration 28Q: 3 clusters Score -816540.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -816551.187500 Penalty: 2921.853027
	Iteration 29Q: 3 clusters Score -816551.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -816564.687500 Penalty: 2921.853027
	Iteration 30Q: 3 clusters Score -816564.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -816574.000000 Penalty: 2921.853027
	Iteration 31Q: 3 clusters Score -816574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -816584.500000 Penalty: 2921.853027
	Iteration 32Q: 3 clusters Score -816584.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -816594.062500 Penalty: 2921.853027
	Iteration 33Q: 3 clusters Score -816594.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -816606.125000 Penalty: 2921.853027
	Iteration 34Q: 3 clusters Score -816606.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -816615.625000 Penalty: 2921.853027
	Iteration 35Q: 3 clusters Score -816615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -816620.062500 Penalty: 2921.853027
	Iteration 36Q: 3 clusters Score -816620.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -816621.312500 Penalty: 2921.853027
	Iteration 37Q: 3 clusters Score -816621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -816627.187500 Penalty: 2921.853027
	Iteration 38Q: 3 clusters Score -816627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -816629.062500 Penalty: 2921.853027
	Iteration 39Q: 3 clusters Score -816629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -816633.250000 Penalty: 2921.853027
	Iteration 40F: 3 clusters Score -816633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -816636.250000 Penalty: 2921.853027
	Iteration 41Q: 3 clusters Score -816636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -816637.312500 Penalty: 2921.853027
	Iteration 42Q: 3 clusters Score -816637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -816638.500000 Penalty: 2921.853027
	Iteration 43Q: 3 clusters Score -816638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -816639.687500 Penalty: 2921.853027
	Iteration 44Q: 3 clusters Score -816639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -816642.250000 Penalty: 2921.853027
	Iteration 45Q: 3 clusters Score -816642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -816642.937500 Penalty: 2921.853027
	Iteration 46Q: 3 clusters Score -816642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -816645.750000 Penalty: 2921.853027
	Iteration 47Q: 3 clusters Score -816645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -816645.062500 Penalty: 2921.853027
	Iteration 48Q: 3 clusters Score -816645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -816646.562500 Penalty: 2921.853027
	Iteration 49Q: 3 clusters Score -816646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -816646.562500 Penalty: 2921.853027
	Iteration 50F: 3 clusters Score -816646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -259723.656250 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -259723.7 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 1327 members 
Entering Unmasked Estep 
Score: -257251.812500 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -257251.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -257822.843750 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -257822.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257958.765625 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -257958.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -258040.812500 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -258040.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -258103.921875 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -258103.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258143.156250 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -258143.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -258175.015625 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -258175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -258208.421875 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -258208.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -258247.906250 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -258247.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258282.796875 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -258282.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -258314.750000 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -258314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -258346.843750 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -258346.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258386.015625 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -258386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -258419.718750 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -258419.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -258445.750000 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -258445.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -258467.421875 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -258467.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258492.000000 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -258492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -258509.500000 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -258509.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -258535.484375 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -258535.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -258568.312500 Penalty: 2560.030762
	Iteration 19Q: 3 clusters Score -258568.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -258596.531250 Penalty: 2560.030762
	Iteration 20F: 3 clusters Score -258596.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258624.562500 Penalty: 2560.030762
	Iteration 21Q: 3 clusters Score -258624.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -258661.156250 Penalty: 2560.030762
	Iteration 22Q: 3 clusters Score -258661.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -258689.796875 Penalty: 2560.030762
	Iteration 23Q: 3 clusters Score -258689.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -258722.421875 Penalty: 2560.030762
	Iteration 24Q: 3 clusters Score -258722.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258759.343750 Penalty: 2560.030762
	Iteration 25Q: 3 clusters Score -258759.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -258793.687500 Penalty: 2560.030762
	Iteration 26Q: 3 clusters Score -258793.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -258825.234375 Penalty: 2560.030762
	Iteration 27Q: 3 clusters Score -258825.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -258854.000000 Penalty: 2560.030762
	Iteration 28Q: 3 clusters Score -258854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258882.031250 Penalty: 2560.030762
	Iteration 29Q: 3 clusters Score -258882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -258901.046875 Penalty: 2560.030762
	Iteration 30Q: 3 clusters Score -258901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -258913.984375 Penalty: 2560.030762
	Iteration 31Q: 3 clusters Score -258914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -258928.437500 Penalty: 2560.030762
	Iteration 32Q: 3 clusters Score -258928.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -258944.812500 Penalty: 2560.030762
	Iteration 33Q: 3 clusters Score -258944.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -258960.906250 Penalty: 2560.030762
	Iteration 34Q: 3 clusters Score -258960.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -258982.093750 Penalty: 2560.030762
	Iteration 35Q: 3 clusters Score -258982.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258998.500000 Penalty: 2560.030762
	Iteration 36Q: 3 clusters Score -258998.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -259010.328125 Penalty: 2560.030762
	Iteration 37Q: 3 clusters Score -259010.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -259019.750000 Penalty: 2560.030762
	Iteration 38Q: 3 clusters Score -259019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -259031.390625 Penalty: 2560.030762
	Iteration 39Q: 3 clusters Score -259031.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259038.984375 Penalty: 2560.030762
	Iteration 40F: 3 clusters Score -259039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -259045.890625 Penalty: 2560.030762
	Iteration 41Q: 3 clusters Score -259045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -259053.968750 Penalty: 2560.030762
	Iteration 42Q: 3 clusters Score -259054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -259059.468750 Penalty: 2560.030762
	Iteration 43Q: 3 clusters Score -259059.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -259066.375000 Penalty: 2560.030762
	Iteration 44Q: 3 clusters Score -259066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -259070.187500 Penalty: 2560.030762
	Iteration 45Q: 3 clusters Score -259070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259071.453125 Penalty: 2560.030762
	Iteration 46Q: 3 clusters Score -259071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -259073.171875 Penalty: 2560.030762
	Iteration 47Q: 3 clusters Score -259073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -259074.140625 Penalty: 2560.030762
	Iteration 48Q: 3 clusters Score -259074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -259074.984375 Penalty: 2560.030762
	Iteration 49Q: 3 clusters Score -259075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -259076.031250 Penalty: 2560.030762
	Iteration 50Q: 3 clusters Score -259076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -259076.265625 Penalty: 2560.030762
	Iteration 51Q: 3 clusters Score -259076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -259076.453125 Penalty: 2560.030762
	Iteration 52Q: 3 clusters Score -259076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259077.125000 Penalty: 2560.030762
	Iteration 53Q: 3 clusters Score -259077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259077.125000 Penalty: 2560.030762
	Iteration 54F: 3 clusters Score -259077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4915 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21923 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8025 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935452.000000 Penalty: 92448.960938
Iteration 239Q: 44 clusters Score -5.493545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9157 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21921 members 
Mstep: Class 31 contains 6705 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7774 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8025 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935500.000000 Penalty: 92448.960938
Iteration 240F: 44 clusters Score -5.49355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4902 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29608 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21918 members 
Mstep: Class 31 contains 6710 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7775 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8028 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 241Q: 44 clusters Score -5.493547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4897 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29607 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21918 members 
Mstep: Class 31 contains 6713 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7778 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8027 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935476.000000 Penalty: 92448.960938
Iteration 242Q: 44 clusters Score -5.493548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29606 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21918 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7778 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8028 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935488.000000 Penalty: 92448.960938
Iteration 243Q: 44 clusters Score -5.493549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29606 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21917 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7781 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935472.000000 Penalty: 92448.960938
Iteration 244Q: 44 clusters Score -5.493547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29605 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21915 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3720 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7784 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935460.000000 Penalty: 92448.960938
Iteration 245Q: 44 clusters Score -5.493546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4888 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29605 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21913 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7787 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935456.000000 Penalty: 92448.960938
Iteration 246Q: 44 clusters Score -5.493546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29603 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21911 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22602 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7792 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935460.000000 Penalty: 92448.960938
Iteration 247Q: 44 clusters Score -5.493546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9095 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4888 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29598 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21910 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7800 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935440.000000 Penalty: 92448.960938
Iteration 248Q: 44 clusters Score -5.493544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 21665 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29593 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21908 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3723 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7809 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935424.000000 Penalty: 92448.960938
Iteration 249Q: 44 clusters Score -5.493542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29588 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21906 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7815 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8030 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935416.000000 Penalty: 92448.960938
Iteration 250Q: 44 clusters Score -5.493542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29586 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21901 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3943 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7815 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935416.000000 Penalty: 92448.960938
Iteration 251Q: 44 clusters Score -5.493542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4891 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29584 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21899 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3724 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3942 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7818 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935432.000000 Penalty: 92448.960938
Iteration 252Q: 44 clusters Score -5.493543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9167 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9083 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29581 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21896 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3725 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7820 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935456.000000 Penalty: 92448.960938
Iteration 253Q: 44 clusters Score -5.493546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8116 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29580 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21894 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7824 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935472.000000 Penalty: 92448.960938
Iteration 254Q: 44 clusters Score -5.493547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 21666 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9078 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29578 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21893 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7830 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935472.000000 Penalty: 92448.960938
Iteration 255Q: 44 clusters Score -5.493547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9074 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29578 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21892 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3726 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22602 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8032 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935456.000000 Penalty: 92448.960938
Iteration 256Q: 44 clusters Score -5.493546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8113 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 29575 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21889 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3727 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7837 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8034 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935476.000000 Penalty: 92448.960938
Iteration 257Q: 44 clusters Score -5.493548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 29575 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21887 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3728 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5325 members 
Mstep: Class 38 contains 22605 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7838 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935500.000000 Penalty: 92448.960938
Iteration 258Q: 44 clusters Score -5.49355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9069 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3152 members 
Mstep: Class 28 contains 29574 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3728 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5324 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7839 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935508.000000 Penalty: 92448.960938
Iteration 259Q: 44 clusters Score -5.493551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 29574 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3728 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 5323 members 
Mstep: Class 38 contains 22609 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7839 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935476.000000 Penalty: 92448.960938
Iteration 260F: 44 clusters Score -5.493548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 9064 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 29571 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5322 members 
Mstep: Class 38 contains 22610 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7842 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935456.000000 Penalty: 92448.960938
Iteration 261Q: 44 clusters Score -5.493546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9166 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 9062 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 29568 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5321 members 
Mstep: Class 38 contains 22611 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7844 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935528.000000 Penalty: 92448.960938
Iteration 262Q: 44 clusters Score -5.493553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8100 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114157 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 29566 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7848 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935496.000000 Penalty: 92448.960938
Iteration 263Q: 44 clusters Score -5.49355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 9058 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29563 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22614 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7854 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935496.000000 Penalty: 92448.960938
Iteration 264Q: 44 clusters Score -5.49355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9056 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29559 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22615 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7857 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935496.000000 Penalty: 92448.960938
Iteration 265Q: 44 clusters Score -5.49355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 9054 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29557 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22615 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7860 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935484.000000 Penalty: 92448.960938
Iteration 266Q: 44 clusters Score -5.493548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29556 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22615 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7861 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935488.000000 Penalty: 92448.960938
Iteration 267Q: 44 clusters Score -5.493549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43295 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29555 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3730 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22615 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7860 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935476.000000 Penalty: 92448.960938
Iteration 268Q: 44 clusters Score -5.493548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43295 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29555 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3731 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22615 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935488.000000 Penalty: 92448.960938
Iteration 269Q: 44 clusters Score -5.493549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43295 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29554 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3732 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22616 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935464.000000 Penalty: 92448.960938
Iteration 270Q: 44 clusters Score -5.493546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8099 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43295 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29551 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3736 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935452.000000 Penalty: 92448.960938
Iteration 271Q: 44 clusters Score -5.493545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21668 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9052 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43294 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29549 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5320 members 
Mstep: Class 38 contains 22620 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7860 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935468.000000 Penalty: 92448.960938
Iteration 272Q: 44 clusters Score -5.493547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43292 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29547 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22621 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7863 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935436.000000 Penalty: 92448.960938
Iteration 273Q: 44 clusters Score -5.493544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43292 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29544 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22624 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7864 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935436.000000 Penalty: 92448.960938
Iteration 274Q: 44 clusters Score -5.493544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29540 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22626 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935448.000000 Penalty: 92448.960938
Iteration 275Q: 44 clusters Score -5.493545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7867 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935428.000000 Penalty: 92448.960938
Iteration 276Q: 44 clusters Score -5.493543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935440.000000 Penalty: 92448.960938
Iteration 277Q: 44 clusters Score -5.493544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9052 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7867 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935440.000000 Penalty: 92448.960938
Iteration 278Q: 44 clusters Score -5.493544e+07 nChanged 2
Entering ConstructFrom: 
Score: -54935440.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (60301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Entering Unmasked Estep 
Score: -6235478.500000 Penalty: 1788.654419
	Iteration 0F: 2 clusters Score -6235478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6195234.500000 Penalty: 3577.308838
	Iteration 0F: 3 clusters Score -6195234 nChanged 28349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -6211892.500000 Penalty: 3577.308838
	Iteration 1F: 3 clusters Score -6211892 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -6212672.500000 Penalty: 3577.308838
	Iteration 2Q: 3 clusters Score -6212672 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6213867.000000 Penalty: 3577.308838
	Iteration 3Q: 3 clusters Score -6213867 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -6215561.500000 Penalty: 3577.308838
	Iteration 4F: 3 clusters Score -6215562 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -6217983.500000 Penalty: 3577.308838
	Iteration 5F: 3 clusters Score -6217984 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -6220891.500000 Penalty: 3577.308838
	Iteration 6F: 3 clusters Score -6220892 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -6224143.500000 Penalty: 3577.308838
	Iteration 7F: 3 clusters Score -6224144 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -6227243.500000 Penalty: 3577.308838
	Iteration 8F: 3 clusters Score -6227244 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -6229851.500000 Penalty: 3577.308838
	Iteration 9F: 3 clusters Score -6229852 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6231737.500000 Penalty: 3577.308838
	Iteration 10Q: 3 clusters Score -6231738 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6232841.000000 Penalty: 3577.308838
	Iteration 11Q: 3 clusters Score -6232841 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6233436.500000 Penalty: 3577.308838
	Iteration 12Q: 3 clusters Score -6233436 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6233685.000000 Penalty: 3577.308838
	Iteration 13Q: 3 clusters Score -6233685 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6233803.500000 Penalty: 3577.308838
	Iteration 14Q: 3 clusters Score -6233804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6233846.500000 Penalty: 3577.308838
	Iteration 15Q: 3 clusters Score -6233846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6233888.000000 Penalty: 3577.308838
	Iteration 16Q: 3 clusters Score -6233888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6233903.000000 Penalty: 3577.308838
	Iteration 17Q: 3 clusters Score -6233903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6233911.000000 Penalty: 3577.308838
	Iteration 18Q: 3 clusters Score -6233911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6233929.500000 Penalty: 3577.308838
	Iteration 19Q: 3 clusters Score -6233930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6233931.500000 Penalty: 3577.308838
	Iteration 20F: 3 clusters Score -6233932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6233936.500000 Penalty: 3577.308838
	Iteration 21Q: 3 clusters Score -6233936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6233944.000000 Penalty: 3577.308838
	Iteration 22Q: 3 clusters Score -6233944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6233950.000000 Penalty: 3577.308838
	Iteration 23Q: 3 clusters Score -6233950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6233947.500000 Penalty: 3577.308838
	Iteration 24Q: 3 clusters Score -6233948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6233947.500000 Penalty: 3577.308838
	Iteration 25F: 3 clusters Score -6233948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -839330.000000 Penalty: 1482.440430
	Iteration 0F: 2 clusters Score -839330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -832690.687500 Penalty: 2964.880859
	Iteration 0F: 3 clusters Score -832690.7 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -835123.500000 Penalty: 2964.880859
	Iteration 1F: 3 clusters Score -835123.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -835441.375000 Penalty: 2964.880859
	Iteration 2F: 3 clusters Score -835441.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -835687.000000 Penalty: 2964.880859
	Iteration 3F: 3 clusters Score -835687 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -835845.312500 Penalty: 2964.880859
	Iteration 4Q: 3 clusters Score -835845.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -835995.750000 Penalty: 2964.880859
	Iteration 5Q: 3 clusters Score -835995.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -836146.250000 Penalty: 2964.880859
	Iteration 6Q: 3 clusters Score -836146.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -836283.750000 Penalty: 2964.880859
	Iteration 7Q: 3 clusters Score -836283.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -836436.812500 Penalty: 2964.880859
	Iteration 8Q: 3 clusters Score -836436.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -836588.375000 Penalty: 2964.880859
	Iteration 9Q: 3 clusters Score -836588.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -836758.062500 Penalty: 2964.880859
	Iteration 10Q: 3 clusters Score -836758.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -836957.937500 Penalty: 2964.880859
	Iteration 11Q: 3 clusters Score -836957.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -837194.375000 Penalty: 2964.880859
	Iteration 12Q: 3 clusters Score -837194.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -837441.125000 Penalty: 2964.880859
	Iteration 13Q: 3 clusters Score -837441.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -837612.625000 Penalty: 2964.880859
	Iteration 14Q: 3 clusters Score -837612.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -837727.750000 Penalty: 2964.880859
	Iteration 15Q: 3 clusters Score -837727.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -837801.312500 Penalty: 2964.880859
	Iteration 16Q: 3 clusters Score -837801.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -837845.750000 Penalty: 2964.880859
	Iteration 17Q: 3 clusters Score -837845.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -837878.625000 Penalty: 2964.880859
	Iteration 18Q: 3 clusters Score -837878.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -837911.375000 Penalty: 2964.880859
	Iteration 19Q: 3 clusters Score -837911.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -837935.625000 Penalty: 2964.880859
	Iteration 20F: 3 clusters Score -837935.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -837958.187500 Penalty: 2964.880859
	Iteration 21Q: 3 clusters Score -837958.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -837979.000000 Penalty: 2964.880859
	Iteration 22Q: 3 clusters Score -837979 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -837998.062500 Penalty: 2964.880859
	Iteration 23Q: 3 clusters Score -837998.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -838015.312500 Penalty: 2964.880859
	Iteration 24Q: 3 clusters Score -838015.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -838027.687500 Penalty: 2964.880859
	Iteration 25Q: 3 clusters Score -838027.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -838036.375000 Penalty: 2964.880859
	Iteration 26Q: 3 clusters Score -838036.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -838046.812500 Penalty: 2964.880859
	Iteration 27Q: 3 clusters Score -838046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -838049.937500 Penalty: 2964.880859
	Iteration 28Q: 3 clusters Score -838049.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -838056.312500 Penalty: 2964.880859
	Iteration 29Q: 3 clusters Score -838056.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -838062.500000 Penalty: 2964.880859
	Iteration 30Q: 3 clusters Score -838062.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -838066.062500 Penalty: 2964.880859
	Iteration 31Q: 3 clusters Score -838066.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -838070.250000 Penalty: 2964.880859
	Iteration 32Q: 3 clusters Score -838070.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -838067.500000 Penalty: 2964.880859
	Iteration 33Q: 3 clusters Score -838067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -838071.750000 Penalty: 2964.880859
	Iteration 34Q: 3 clusters Score -838071.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -838074.750000 Penalty: 2964.880859
	Iteration 35Q: 3 clusters Score -838074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -838076.437500 Penalty: 2964.880859
	Iteration 36Q: 3 clusters Score -838076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -838075.187500 Penalty: 2964.880859
	Iteration 37Q: 3 clusters Score -838075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -838076.125000 Penalty: 2964.880859
	Iteration 38Q: 3 clusters Score -838076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -838075.750000 Penalty: 2964.880859
	Iteration 39Q: 3 clusters Score -838075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -838076.562500 Penalty: 2964.880859
	Iteration 40F: 3 clusters Score -838076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -838076.500000 Penalty: 2964.880859
	Iteration 41Q: 3 clusters Score -838076.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -838075.500000 Penalty: 2964.880859
	Iteration 42Q: 3 clusters Score -838075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -838076.000000 Penalty: 2964.880859
	Iteration 43Q: 3 clusters Score -838076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -838077.687500 Penalty: 2964.880859
	Iteration 44Q: 3 clusters Score -838077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -838078.062500 Penalty: 2964.880859
	Iteration 45Q: 3 clusters Score -838078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -838078.375000 Penalty: 2964.880859
	Iteration 46Q: 3 clusters Score -838078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -838077.062500 Penalty: 2964.880859
	Iteration 47Q: 3 clusters Score -838077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -838077.062500 Penalty: 2964.880859
	Iteration 48F: 3 clusters Score -838077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -802790.687500 Penalty: 1462.398071
	Iteration 0F: 2 clusters Score -802790.7 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 4020 members 
Entering Unmasked Estep 
Score: -796912.812500 Penalty: 2924.796143
	Iteration 0F: 3 clusters Score -796912.8 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -798817.187500 Penalty: 2924.796143
	Iteration 1F: 3 clusters Score -798817.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -799184.687500 Penalty: 2924.796143
	Iteration 2F: 3 clusters Score -799184.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -799501.937500 Penalty: 2924.796143
	Iteration 3F: 3 clusters Score -799501.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -799797.125000 Penalty: 2924.796143
	Iteration 4F: 3 clusters Score -799797.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -800031.312500 Penalty: 2924.796143
	Iteration 5F: 3 clusters Score -800031.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -800250.937500 Penalty: 2924.796143
	Iteration 6Q: 3 clusters Score -800250.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -800457.312500 Penalty: 2924.796143
	Iteration 7Q: 3 clusters Score -800457.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -800621.812500 Penalty: 2924.796143
	Iteration 8Q: 3 clusters Score -800621.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -800765.562500 Penalty: 2924.796143
	Iteration 9Q: 3 clusters Score -800765.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -800895.312500 Penalty: 2924.796143
	Iteration 10Q: 3 clusters Score -800895.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -801026.625000 Penalty: 2924.796143
	Iteration 11Q: 3 clusters Score -801026.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -801175.000000 Penalty: 2924.796143
	Iteration 12Q: 3 clusters Score -801175 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -801316.437500 Penalty: 2924.796143
	Iteration 13Q: 3 clusters Score -801316.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -801453.375000 Penalty: 2924.796143
	Iteration 14Q: 3 clusters Score -801453.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -801557.125000 Penalty: 2924.796143
	Iteration 15Q: 3 clusters Score -801557.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -801621.875000 Penalty: 2924.796143
	Iteration 16Q: 3 clusters Score -801621.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -801661.500000 Penalty: 2924.796143
	Iteration 17Q: 3 clusters Score -801661.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -801688.500000 Penalty: 2924.796143
	Iteration 18Q: 3 clusters Score -801688.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -801707.687500 Penalty: 2924.796143
	Iteration 19Q: 3 clusters Score -801707.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -801721.312500 Penalty: 2924.796143
	Iteration 20F: 3 clusters Score -801721.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -801737.375000 Penalty: 2924.796143
	Iteration 21Q: 3 clusters Score -801737.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -801756.312500 Penalty: 2924.796143
	Iteration 22Q: 3 clusters Score -801756.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -801774.562500 Penalty: 2924.796143
	Iteration 23Q: 3 clusters Score -801774.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -801794.875000 Penalty: 2924.796143
	Iteration 24Q: 3 clusters Score -801794.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -801809.437500 Penalty: 2924.796143
	Iteration 25Q: 3 clusters Score -801809.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -801822.250000 Penalty: 2924.796143
	Iteration 26Q: 3 clusters Score -801822.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -801832.187500 Penalty: 2924.796143
	Iteration 27Q: 3 clusters Score -801832.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -801840.437500 Penalty: 2924.796143
	Iteration 28Q: 3 clusters Score -801840.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -801847.312500 Penalty: 2924.796143
	Iteration 29Q: 3 clusters Score -801847.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -801856.562500 Penalty: 2924.796143
	Iteration 30Q: 3 clusters Score -801856.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -801864.687500 Penalty: 2924.796143
	Iteration 31Q: 3 clusters Score -801864.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -801876.937500 Penalty: 2924.796143
	Iteration 32Q: 3 clusters Score -801876.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -801887.875000 Penalty: 2924.796143
	Iteration 33Q: 3 clusters Score -801887.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -801897.125000 Penalty: 2924.796143
	Iteration 34Q: 3 clusters Score -801897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -801903.187500 Penalty: 2924.796143
	Iteration 35Q: 3 clusters Score -801903.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -801910.187500 Penalty: 2924.796143
	Iteration 36Q: 3 clusters Score -801910.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -801915.437500 Penalty: 2924.796143
	Iteration 37Q: 3 clusters Score -801915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -801921.250000 Penalty: 2924.796143
	Iteration 38Q: 3 clusters Score -801921.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -801930.312500 Penalty: 2924.796143
	Iteration 39Q: 3 clusters Score -801930.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -801935.875000 Penalty: 2924.796143
	Iteration 40F: 3 clusters Score -801935.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -801938.812500 Penalty: 2924.796143
	Iteration 41Q: 3 clusters Score -801938.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -801945.562500 Penalty: 2924.796143
	Iteration 42Q: 3 clusters Score -801945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -801949.062500 Penalty: 2924.796143
	Iteration 43Q: 3 clusters Score -801949.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -801954.500000 Penalty: 2924.796143
	Iteration 44Q: 3 clusters Score -801954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -801956.625000 Penalty: 2924.796143
	Iteration 45Q: 3 clusters Score -801956.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -801963.562500 Penalty: 2924.796143
	Iteration 46Q: 3 clusters Score -801963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -801967.375000 Penalty: 2924.796143
	Iteration 47Q: 3 clusters Score -801967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -801967.937500 Penalty: 2924.796143
	Iteration 48Q: 3 clusters Score -801967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -801968.500000 Penalty: 2924.796143
	Iteration 49Q: 3 clusters Score -801968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -801969.250000 Penalty: 2924.796143
	Iteration 50Q: 3 clusters Score -801969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -801970.437500 Penalty: 2924.796143
	Iteration 51Q: 3 clusters Score -801970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -801969.562500 Penalty: 2924.796143
	Iteration 52Q: 3 clusters Score -801969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -801969.750000 Penalty: 2924.796143
	Iteration 53Q: 3 clusters Score -801969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -801969.750000 Penalty: 2924.796143
	Iteration 54F: 3 clusters Score -801969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Entering Unmasked Estep 
Score: -2023616.000000 Penalty: 1622.341187
	Iteration 0F: 2 clusters Score -2023616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2008815.750000 Penalty: 3244.682373
	Iteration 0F: 3 clusters Score -2008816 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2014426.375000 Penalty: 3244.682373
	Iteration 1F: 3 clusters Score -2014426 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2015193.375000 Penalty: 3244.682373
	Iteration 2F: 3 clusters Score -2015193 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2015955.875000 Penalty: 3244.682373
	Iteration 3F: 3 clusters Score -2015956 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2016632.125000 Penalty: 3244.682373
	Iteration 4F: 3 clusters Score -2016632 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2017183.875000 Penalty: 3244.682373
	Iteration 5F: 3 clusters Score -2017184 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2017587.125000 Penalty: 3244.682373
	Iteration 6Q: 3 clusters Score -2017587 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2017900.500000 Penalty: 3244.682373
	Iteration 7Q: 3 clusters Score -2017900 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2018162.500000 Penalty: 3244.682373
	Iteration 8Q: 3 clusters Score -2018162 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2018396.375000 Penalty: 3244.682373
	Iteration 9Q: 3 clusters Score -2018396 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2018620.875000 Penalty: 3244.682373
	Iteration 10Q: 3 clusters Score -2018621 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2018817.500000 Penalty: 3244.682373
	Iteration 11Q: 3 clusters Score -2018818 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2019020.125000 Penalty: 3244.682373
	Iteration 12Q: 3 clusters Score -2019020 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2019200.750000 Penalty: 3244.682373
	Iteration 13Q: 3 clusters Score -2019201 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2019385.375000 Penalty: 3244.682373
	Iteration 14Q: 3 clusters Score -2019385 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2019592.750000 Penalty: 3244.682373
	Iteration 15Q: 3 clusters Score -2019593 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2019805.375000 Penalty: 3244.682373
	Iteration 16Q: 3 clusters Score -2019805 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2020005.375000 Penalty: 3244.682373
	Iteration 17Q: 3 clusters Score -2020005 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2020181.875000 Penalty: 3244.682373
	Iteration 18Q: 3 clusters Score -2020182 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2020333.125000 Penalty: 3244.682373
	Iteration 19Q: 3 clusters Score -2020333 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2020513.000000 Penalty: 3244.682373
	Iteration 20F: 3 clusters Score -2020513 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2020665.625000 Penalty: 3244.682373
	Iteration 21Q: 3 clusters Score -2020666 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2020838.750000 Penalty: 3244.682373
	Iteration 22Q: 3 clusters Score -2020839 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2020990.875000 Penalty: 3244.682373
	Iteration 23Q: 3 clusters Score -2020991 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2021134.750000 Penalty: 3244.682373
	Iteration 24Q: 3 clusters Score -2021135 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2021301.125000 Penalty: 3244.682373
	Iteration 25Q: 3 clusters Score -2021301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2021457.375000 Penalty: 3244.682373
	Iteration 26Q: 3 clusters Score -2021457 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2021613.625000 Penalty: 3244.682373
	Iteration 27Q: 3 clusters Score -2021614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2021735.750000 Penalty: 3244.682373
	Iteration 28Q: 3 clusters Score -2021736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2021839.250000 Penalty: 3244.682373
	Iteration 29Q: 3 clusters Score -2021839 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2021944.000000 Penalty: 3244.682373
	Iteration 30Q: 3 clusters Score -2021944 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2022028.250000 Penalty: 3244.682373
	Iteration 31Q: 3 clusters Score -2022028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2022098.875000 Penalty: 3244.682373
	Iteration 32Q: 3 clusters Score -2022099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2022164.875000 Penalty: 3244.682373
	Iteration 33Q: 3 clusters Score -2022165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2022216.125000 Penalty: 3244.682373
	Iteration 34Q: 3 clusters Score -2022216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2022277.625000 Penalty: 3244.682373
	Iteration 35Q: 3 clusters Score -2022278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2022331.625000 Penalty: 3244.682373
	Iteration 36Q: 3 clusters Score -2022332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2022376.000000 Penalty: 3244.682373
	Iteration 37Q: 3 clusters Score -2022376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2022405.000000 Penalty: 3244.682373
	Iteration 38Q: 3 clusters Score -2022405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2022433.500000 Penalty: 3244.682373
	Iteration 39Q: 3 clusters Score -2022434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2022444.625000 Penalty: 3244.682373
	Iteration 40F: 3 clusters Score -2022445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2022452.500000 Penalty: 3244.682373
	Iteration 41Q: 3 clusters Score -2022452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2022456.625000 Penalty: 3244.682373
	Iteration 42Q: 3 clusters Score -2022457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2022463.250000 Penalty: 3244.682373
	Iteration 43Q: 3 clusters Score -2022463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2022466.625000 Penalty: 3244.682373
	Iteration 44Q: 3 clusters Score -2022467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2022466.750000 Penalty: 3244.682373
	Iteration 45Q: 3 clusters Score -2022467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2022468.375000 Penalty: 3244.682373
	Iteration 46Q: 3 clusters Score -2022468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2022468.375000 Penalty: 3244.682373
	Iteration 47F: 3 clusters Score -2022468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -389952.750000 Penalty: 1346.927734
	Iteration 0F: 2 clusters Score -389952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -386617.750000 Penalty: 2693.855469
	Iteration 0F: 3 clusters Score -386617.8 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -387491.875000 Penalty: 2693.855469
	Iteration 1F: 3 clusters Score -387491.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -387744.656250 Penalty: 2693.855469
	Iteration 2F: 3 clusters Score -387744.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -387978.656250 Penalty: 2693.855469
	Iteration 3F: 3 clusters Score -387978.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -388269.187500 Penalty: 2693.855469
	Iteration 4F: 3 clusters Score -388269.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -388663.781250 Penalty: 2693.855469
	Iteration 5F: 3 clusters Score -388663.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -388992.531250 Penalty: 2693.855469
	Iteration 6F: 3 clusters Score -388992.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -389200.625000 Penalty: 2693.855469
	Iteration 7F: 3 clusters Score -389200.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -389353.468750 Penalty: 2693.855469
	Iteration 8Q: 3 clusters Score -389353.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -389508.781250 Penalty: 2693.855469
	Iteration 9Q: 3 clusters Score -389508.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -389663.906250 Penalty: 2693.855469
	Iteration 10Q: 3 clusters Score -389663.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -389784.406250 Penalty: 2693.855469
	Iteration 11Q: 3 clusters Score -389784.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -389891.375000 Penalty: 2693.855469
	Iteration 12Q: 3 clusters Score -389891.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390003.468750 Penalty: 2693.855469
	Iteration 13Q: 3 clusters Score -390003.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -390178.125000 Penalty: 2693.855469
	Iteration 14Q: 3 clusters Score -390178.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -390345.906250 Penalty: 2693.855469
	Iteration 15Q: 3 clusters Score -390345.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -390472.156250 Penalty: 2693.855469
	Iteration 16Q: 3 clusters Score -390472.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -390562.593750 Penalty: 2693.855469
	Iteration 17Q: 3 clusters Score -390562.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -390612.406250 Penalty: 2693.855469
	Iteration 18Q: 3 clusters Score -390612.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -390634.906250 Penalty: 2693.855469
	Iteration 19Q: 3 clusters Score -390634.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -390644.656250 Penalty: 2693.855469
	Iteration 20F: 3 clusters Score -390644.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -390648.531250 Penalty: 2693.855469
	Iteration 21Q: 3 clusters Score -390648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -390650.937500 Penalty: 2693.855469
	Iteration 22Q: 3 clusters Score -390650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -390652.437500 Penalty: 2693.855469
	Iteration 23Q: 3 clusters Score -390652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -390653.656250 Penalty: 2693.855469
	Iteration 24Q: 3 clusters Score -390653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -390652.750000 Penalty: 2693.855469
	Iteration 25Q: 3 clusters Score -390652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -390652.750000 Penalty: 2693.855469
	Iteration 26F: 3 clusters Score -390652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 1761 members 
Entering Unmasked Estep 
Score: -54935356.000000 Penalty: 94598.937500
Splitting cluster 5 changes total score from -54935440.000000 to -54935356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -170597.875000 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -170597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168732.750000 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -168732.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -169200.062500 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -169200.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -169361.031250 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -169361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -169488.125000 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -169488.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -169578.375000 Penalty: 2431.322510
	Iteration 4F: 3 clusters Score -169578.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -169653.765625 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -169653.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -169710.265625 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -169710.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -169761.859375 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -169761.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -169797.093750 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -169797.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169844.187500 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -169844.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -169898.062500 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -169898.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -169964.453125 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -169964.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -170044.093750 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -170044.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -170144.546875 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -170144.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -170187.593750 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -170187.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -170217.750000 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -170217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -170238.421875 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -170238.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -170246.734375 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -170246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -170255.906250 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -170255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -170262.296875 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -170262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -170263.171875 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -170263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170263.640625 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -170263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170263.953125 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -170264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -170264.343750 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -170264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170265.750000 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -170265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170266.375000 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -170266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170268.296875 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -170268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -170269.359375 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -170269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -170270.109375 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -170270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -170271.046875 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -170271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -170271.968750 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -170272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -170272.640625 Penalty: 2431.322510
	Iteration 31Q: 3 clusters Score -170272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -170274.312500 Penalty: 2431.322510
	Iteration 32Q: 3 clusters Score -170274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -170276.140625 Penalty: 2431.322510
	Iteration 33Q: 3 clusters Score -170276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -170276.843750 Penalty: 2431.322510
	Iteration 34Q: 3 clusters Score -170276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -170277.937500 Penalty: 2431.322510
	Iteration 35Q: 3 clusters Score -170277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170278.484375 Penalty: 2431.322510
	Iteration 36Q: 3 clusters Score -170278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170279.140625 Penalty: 2431.322510
	Iteration 37Q: 3 clusters Score -170279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170279.140625 Penalty: 2431.322510
	Iteration 38F: 3 clusters Score -170279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Entering Unmasked Estep 
Score: -11650577.000000 Penalty: 1892.367554
	Iteration 0F: 2 clusters Score -1.165058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -11575588.000000 Penalty: 3784.735107
	Iteration 0F: 3 clusters Score -1.157559e+07 nChanged 54854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -11607009.000000 Penalty: 3784.735107
	Iteration 1F: 3 clusters Score -1.160701e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -11607822.000000 Penalty: 3784.735107
	Iteration 2Q: 3 clusters Score -1.160782e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -11609431.000000 Penalty: 3784.735107
	Iteration 3Q: 3 clusters Score -1.160943e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -11612806.000000 Penalty: 3784.735107
	Iteration 4F: 3 clusters Score -1.161281e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -11618707.000000 Penalty: 3784.735107
	Iteration 5F: 3 clusters Score -1.161871e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -11627091.000000 Penalty: 3784.735107
	Iteration 6F: 3 clusters Score -1.162709e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -11635932.000000 Penalty: 3784.735107
	Iteration 7F: 3 clusters Score -1.163593e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -11642953.000000 Penalty: 3784.735107
	Iteration 8F: 3 clusters Score -1.164295e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -11646746.000000 Penalty: 3784.735107
	Iteration 9Q: 3 clusters Score -1.164675e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -11648081.000000 Penalty: 3784.735107
	Iteration 10Q: 3 clusters Score -1.164808e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -11648594.000000 Penalty: 3784.735107
	Iteration 11Q: 3 clusters Score -1.164859e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -11648765.000000 Penalty: 3784.735107
	Iteration 12Q: 3 clusters Score -1.164876e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -11648827.000000 Penalty: 3784.735107
	Iteration 13Q: 3 clusters Score -1.164883e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -11648872.000000 Penalty: 3784.735107
	Iteration 14Q: 3 clusters Score -1.164887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -11648902.000000 Penalty: 3784.735107
	Iteration 15Q: 3 clusters Score -1.16489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -11648933.000000 Penalty: 3784.735107
	Iteration 16Q: 3 clusters Score -1.164893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -11648953.000000 Penalty: 3784.735107
	Iteration 17Q: 3 clusters Score -1.164895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -11648964.000000 Penalty: 3784.735107
	Iteration 18Q: 3 clusters Score -1.164896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -11648980.000000 Penalty: 3784.735107
	Iteration 19Q: 3 clusters Score -1.164898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -11648990.000000 Penalty: 3784.735107
	Iteration 20F: 3 clusters Score -1.164899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -11648992.000000 Penalty: 3784.735107
	Iteration 21Q: 3 clusters Score -1.164899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -11648997.000000 Penalty: 3784.735107
	Iteration 22Q: 3 clusters Score -1.1649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -11648999.000000 Penalty: 3784.735107
	Iteration 23Q: 3 clusters Score -1.1649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -11648993.000000 Penalty: 3784.735107
	Iteration 24Q: 3 clusters Score -1.164899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -11648998.000000 Penalty: 3784.735107
	Iteration 25Q: 3 clusters Score -1.1649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -11648998.000000 Penalty: 3784.735107
	Iteration 26F: 3 clusters Score -1.1649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -197580.375000 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -197580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -195494.250000 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -195494.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -195900.500000 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -195900.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -196006.109375 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -196006.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -196096.281250 Penalty: 2470.942627
	Iteration 3F: 3 clusters Score -196096.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196185.343750 Penalty: 2470.942627
	Iteration 4F: 3 clusters Score -196185.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -196262.578125 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -196262.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -196331.828125 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -196331.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -196377.296875 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -196377.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -196426.781250 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -196426.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -196466.875000 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -196466.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -196498.750000 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -196498.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -196522.390625 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -196522.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -196541.296875 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -196541.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -196555.046875 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -196555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -196565.875000 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -196565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -196574.984375 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -196575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -196582.609375 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -196582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -196591.718750 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -196591.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -196597.343750 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -196597.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -196601.562500 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -196601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -196603.468750 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -196603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196607.531250 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -196607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -196609.578125 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -196609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196611.843750 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -196611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196613.562500 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -196613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -196617.125000 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -196617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196617.796875 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -196617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196617.796875 Penalty: 2470.942627
	Iteration 27F: 3 clusters Score -196617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -1030440.812500 Penalty: 1498.297363
	Iteration 0F: 2 clusters Score -1030441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1023293.625000 Penalty: 2996.594727
	Iteration 0F: 3 clusters Score -1023294 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1025733.687500 Penalty: 2996.594727
	Iteration 1F: 3 clusters Score -1025734 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1026050.187500 Penalty: 2996.594727
	Iteration 2F: 3 clusters Score -1026050 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1026352.750000 Penalty: 2996.594727
	Iteration 3F: 3 clusters Score -1026353 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1026659.875000 Penalty: 2996.594727
	Iteration 4F: 3 clusters Score -1026660 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1027006.187500 Penalty: 2996.594727
	Iteration 5F: 3 clusters Score -1027006 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1027323.250000 Penalty: 2996.594727
	Iteration 6F: 3 clusters Score -1027323 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1027624.562500 Penalty: 2996.594727
	Iteration 7Q: 3 clusters Score -1027625 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1027907.375000 Penalty: 2996.594727
	Iteration 8Q: 3 clusters Score -1027907 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1028150.125000 Penalty: 2996.594727
	Iteration 9Q: 3 clusters Score -1028150 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1028373.875000 Penalty: 2996.594727
	Iteration 10Q: 3 clusters Score -1028374 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1028574.562500 Penalty: 2996.594727
	Iteration 11Q: 3 clusters Score -1028575 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1028770.375000 Penalty: 2996.594727
	Iteration 12Q: 3 clusters Score -1028770 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1028908.687500 Penalty: 2996.594727
	Iteration 13Q: 3 clusters Score -1028909 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1029023.812500 Penalty: 2996.594727
	Iteration 14Q: 3 clusters Score -1029024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1029119.937500 Penalty: 2996.594727
	Iteration 15Q: 3 clusters Score -1029120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1029176.750000 Penalty: 2996.594727
	Iteration 16Q: 3 clusters Score -1029177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1029217.312500 Penalty: 2996.594727
	Iteration 17Q: 3 clusters Score -1029217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1029234.500000 Penalty: 2996.594727
	Iteration 18Q: 3 clusters Score -1029234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1029243.562500 Penalty: 2996.594727
	Iteration 19Q: 3 clusters Score -1029244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1029251.312500 Penalty: 2996.594727
	Iteration 20F: 3 clusters Score -1029251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1029260.187500 Penalty: 2996.594727
	Iteration 21Q: 3 clusters Score -1029260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1029269.687500 Penalty: 2996.594727
	Iteration 22Q: 3 clusters Score -1029270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1029276.750000 Penalty: 2996.594727
	Iteration 23Q: 3 clusters Score -1029277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1029283.125000 Penalty: 2996.594727
	Iteration 24Q: 3 clusters Score -1029283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1029285.750000 Penalty: 2996.594727
	Iteration 25Q: 3 clusters Score -1029286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1029285.437500 Penalty: 2996.594727
	Iteration 26Q: 3 clusters Score -1029285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1029286.000000 Penalty: 2996.594727
	Iteration 27Q: 3 clusters Score -1029286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1029286.000000 Penalty: 2996.594727
	Iteration 28F: 3 clusters Score -1029286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Entering Unmasked Estep 
Score: -908120.500000 Penalty: 1480.513306
	Iteration 0F: 2 clusters Score -908120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -901631.937500 Penalty: 2961.026611
	Iteration 0F: 3 clusters Score -901631.9 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -903761.375000 Penalty: 2961.026611
	Iteration 1F: 3 clusters Score -903761.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -903953.812500 Penalty: 2961.026611
	Iteration 2F: 3 clusters Score -903953.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -904114.375000 Penalty: 2961.026611
	Iteration 3Q: 3 clusters Score -904114.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -904237.250000 Penalty: 2961.026611
	Iteration 4Q: 3 clusters Score -904237.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -904339.937500 Penalty: 2961.026611
	Iteration 5Q: 3 clusters Score -904339.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -904431.437500 Penalty: 2961.026611
	Iteration 6Q: 3 clusters Score -904431.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -904550.250000 Penalty: 2961.026611
	Iteration 7Q: 3 clusters Score -904550.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -904692.125000 Penalty: 2961.026611
	Iteration 8Q: 3 clusters Score -904692.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -904877.187500 Penalty: 2961.026611
	Iteration 9Q: 3 clusters Score -904877.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -905098.062500 Penalty: 2961.026611
	Iteration 10Q: 3 clusters Score -905098.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -905354.437500 Penalty: 2961.026611
	Iteration 11Q: 3 clusters Score -905354.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -905625.562500 Penalty: 2961.026611
	Iteration 12Q: 3 clusters Score -905625.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -905917.625000 Penalty: 2961.026611
	Iteration 13Q: 3 clusters Score -905917.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -906218.125000 Penalty: 2961.026611
	Iteration 14Q: 3 clusters Score -906218.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -906488.437500 Penalty: 2961.026611
	Iteration 15Q: 3 clusters Score -906488.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -906724.312500 Penalty: 2961.026611
	Iteration 16Q: 3 clusters Score -906724.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -906898.562500 Penalty: 2961.026611
	Iteration 17Q: 3 clusters Score -906898.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -906990.187500 Penalty: 2961.026611
	Iteration 18Q: 3 clusters Score -906990.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -907046.062500 Penalty: 2961.026611
	Iteration 19Q: 3 clusters Score -907046.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -907085.875000 Penalty: 2961.026611
	Iteration 20F: 3 clusters Score -907085.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -907122.375000 Penalty: 2961.026611
	Iteration 21Q: 3 clusters Score -907122.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -907145.312500 Penalty: 2961.026611
	Iteration 22Q: 3 clusters Score -907145.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -907156.937500 Penalty: 2961.026611
	Iteration 23Q: 3 clusters Score -907156.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -907167.187500 Penalty: 2961.026611
	Iteration 24Q: 3 clusters Score -907167.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -907177.250000 Penalty: 2961.026611
	Iteration 25Q: 3 clusters Score -907177.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -907187.875000 Penalty: 2961.026611
	Iteration 26Q: 3 clusters Score -907187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -907201.437500 Penalty: 2961.026611
	Iteration 27Q: 3 clusters Score -907201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -907215.687500 Penalty: 2961.026611
	Iteration 28Q: 3 clusters Score -907215.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -907220.937500 Penalty: 2961.026611
	Iteration 29Q: 3 clusters Score -907220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -907224.000000 Penalty: 2961.026611
	Iteration 30Q: 3 clusters Score -907224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -907231.125000 Penalty: 2961.026611
	Iteration 31Q: 3 clusters Score -907231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -907238.062500 Penalty: 2961.026611
	Iteration 32Q: 3 clusters Score -907238.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -907242.625000 Penalty: 2961.026611
	Iteration 33Q: 3 clusters Score -907242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -907246.312500 Penalty: 2961.026611
	Iteration 34Q: 3 clusters Score -907246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -907245.625000 Penalty: 2961.026611
	Iteration 35Q: 3 clusters Score -907245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -907247.062500 Penalty: 2961.026611
	Iteration 36Q: 3 clusters Score -907247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -907248.312500 Penalty: 2961.026611
	Iteration 37Q: 3 clusters Score -907248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -907248.875000 Penalty: 2961.026611
	Iteration 38Q: 3 clusters Score -907248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -907253.250000 Penalty: 2961.026611
	Iteration 39Q: 3 clusters Score -907253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -907252.937500 Penalty: 2961.026611
	Iteration 40F: 3 clusters Score -907252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -907251.562500 Penalty: 2961.026611
	Iteration 41Q: 3 clusters Score -907251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -907251.562500 Penalty: 2961.026611
	Iteration 42F: 3 clusters Score -907251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -97391.164062 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -97391.16 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 488 members 
Entering Unmasked Estep 
Score: -95966.406250 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -95966.41 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96229.531250 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -96229.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96296.593750 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -96296.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96327.429688 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -96327.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96343.109375 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -96343.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96358.398438 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -96358.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96374.523438 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -96374.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96394.226562 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -96394.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96406.945312 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -96406.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96415.398438 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -96415.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96431.843750 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -96431.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96441.953125 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -96441.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96451.601562 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -96451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96459.359375 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -96459.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96461.218750 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -96461.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96462.046875 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -96462.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96463.007812 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -96463.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96463.007812 Penalty: 2248.897217
	Iteration 17F: 3 clusters Score -96463.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -533674.000000 Penalty: 1390.510986
	Iteration 0F: 2 clusters Score -533674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -529650.187500 Penalty: 2781.021973
	Iteration 0F: 3 clusters Score -529650.2 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -530810.500000 Penalty: 2781.021973
	Iteration 1F: 3 clusters Score -530810.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -530997.625000 Penalty: 2781.021973
	Iteration 2F: 3 clusters Score -530997.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -531115.562500 Penalty: 2781.021973
	Iteration 3Q: 3 clusters Score -531115.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -531207.875000 Penalty: 2781.021973
	Iteration 4Q: 3 clusters Score -531207.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -531297.250000 Penalty: 2781.021973
	Iteration 5Q: 3 clusters Score -531297.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -531377.500000 Penalty: 2781.021973
	Iteration 6Q: 3 clusters Score -531377.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -531447.875000 Penalty: 2781.021973
	Iteration 7Q: 3 clusters Score -531447.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -531516.937500 Penalty: 2781.021973
	Iteration 8Q: 3 clusters Score -531516.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -531595.437500 Penalty: 2781.021973
	Iteration 9Q: 3 clusters Score -531595.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -531686.187500 Penalty: 2781.021973
	Iteration 10Q: 3 clusters Score -531686.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -531793.750000 Penalty: 2781.021973
	Iteration 11Q: 3 clusters Score -531793.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -531921.500000 Penalty: 2781.021973
	Iteration 12Q: 3 clusters Score -531921.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -532057.062500 Penalty: 2781.021973
	Iteration 13Q: 3 clusters Score -532057.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -532207.062500 Penalty: 2781.021973
	Iteration 14Q: 3 clusters Score -532207.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -532346.125000 Penalty: 2781.021973
	Iteration 15Q: 3 clusters Score -532346.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -532474.625000 Penalty: 2781.021973
	Iteration 16Q: 3 clusters Score -532474.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -532572.437500 Penalty: 2781.021973
	Iteration 17Q: 3 clusters Score -532572.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -532638.125000 Penalty: 2781.021973
	Iteration 18Q: 3 clusters Score -532638.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -532681.062500 Penalty: 2781.021973
	Iteration 19Q: 3 clusters Score -532681.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -532717.812500 Penalty: 2781.021973
	Iteration 20F: 3 clusters Score -532717.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -532736.875000 Penalty: 2781.021973
	Iteration 21Q: 3 clusters Score -532736.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -532749.625000 Penalty: 2781.021973
	Iteration 22Q: 3 clusters Score -532749.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -532756.937500 Penalty: 2781.021973
	Iteration 23Q: 3 clusters Score -532756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -532761.250000 Penalty: 2781.021973
	Iteration 24Q: 3 clusters Score -532761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -532764.500000 Penalty: 2781.021973
	Iteration 25Q: 3 clusters Score -532764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -532768.187500 Penalty: 2781.021973
	Iteration 26Q: 3 clusters Score -532768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -532771.937500 Penalty: 2781.021973
	Iteration 27Q: 3 clusters Score -532771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -532774.562500 Penalty: 2781.021973
	Iteration 28Q: 3 clusters Score -532774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -532775.187500 Penalty: 2781.021973
	Iteration 29Q: 3 clusters Score -532775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -532776.937500 Penalty: 2781.021973
	Iteration 30Q: 3 clusters Score -532776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -532776.312500 Penalty: 2781.021973
	Iteration 31Q: 3 clusters Score -532776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -532777.500000 Penalty: 2781.021973
	Iteration 32Q: 3 clusters Score -532777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -532778.187500 Penalty: 2781.021973
	Iteration 33Q: 3 clusters Score -532778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -532778.375000 Penalty: 2781.021973
	Iteration 34Q: 3 clusters Score -532778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -532778.750000 Penalty: 2781.021973
	Iteration 35Q: 3 clusters Score -532778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -532780.312500 Penalty: 2781.021973
	Iteration 36Q: 3 clusters Score -532780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -532781.000000 Penalty: 2781.021973
	Iteration 37Q: 3 clusters Score -532781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -532781.375000 Penalty: 2781.021973
	Iteration 38Q: 3 clusters Score -532781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -532782.125000 Penalty: 2781.021973
	Iteration 39Q: 3 clusters Score -532782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -532782.125000 Penalty: 2781.021973
	Iteration 40F: 3 clusters Score -532782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -809846.375000 Penalty: 1455.971680
	Iteration 0F: 2 clusters Score -809846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -804061.500000 Penalty: 2911.943359
	Iteration 0F: 3 clusters Score -804061.5 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -805764.937500 Penalty: 2911.943359
	Iteration 1F: 3 clusters Score -805764.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -805947.375000 Penalty: 2911.943359
	Iteration 2F: 3 clusters Score -805947.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -806092.000000 Penalty: 2911.943359
	Iteration 3Q: 3 clusters Score -806092 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -806237.312500 Penalty: 2911.943359
	Iteration 4Q: 3 clusters Score -806237.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -806379.187500 Penalty: 2911.943359
	Iteration 5Q: 3 clusters Score -806379.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -806571.437500 Penalty: 2911.943359
	Iteration 6Q: 3 clusters Score -806571.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -806826.437500 Penalty: 2911.943359
	Iteration 7F: 3 clusters Score -806826.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -807108.062500 Penalty: 2911.943359
	Iteration 8F: 3 clusters Score -807108.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -807400.687500 Penalty: 2911.943359
	Iteration 9F: 3 clusters Score -807400.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -807699.562500 Penalty: 2911.943359
	Iteration 10Q: 3 clusters Score -807699.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -807987.375000 Penalty: 2911.943359
	Iteration 11Q: 3 clusters Score -807987.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -808193.312500 Penalty: 2911.943359
	Iteration 12Q: 3 clusters Score -808193.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -808331.062500 Penalty: 2911.943359
	Iteration 13Q: 3 clusters Score -808331.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -808429.125000 Penalty: 2911.943359
	Iteration 14Q: 3 clusters Score -808429.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -808494.250000 Penalty: 2911.943359
	Iteration 15Q: 3 clusters Score -808494.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -808537.562500 Penalty: 2911.943359
	Iteration 16Q: 3 clusters Score -808537.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -808572.750000 Penalty: 2911.943359
	Iteration 17Q: 3 clusters Score -808572.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -808595.250000 Penalty: 2911.943359
	Iteration 18Q: 3 clusters Score -808595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -808619.125000 Penalty: 2911.943359
	Iteration 19Q: 3 clusters Score -808619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -808628.062500 Penalty: 2911.943359
	Iteration 20F: 3 clusters Score -808628.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -808636.312500 Penalty: 2911.943359
	Iteration 21Q: 3 clusters Score -808636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -808637.812500 Penalty: 2911.943359
	Iteration 22Q: 3 clusters Score -808637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -808638.625000 Penalty: 2911.943359
	Iteration 23Q: 3 clusters Score -808638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -808639.062500 Penalty: 2911.943359
	Iteration 24Q: 3 clusters Score -808639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -808639.625000 Penalty: 2911.943359
	Iteration 25Q: 3 clusters Score -808639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -808641.125000 Penalty: 2911.943359
	Iteration 26Q: 3 clusters Score -808641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -808644.562500 Penalty: 2911.943359
	Iteration 27Q: 3 clusters Score -808644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -808643.812500 Penalty: 2911.943359
	Iteration 28Q: 3 clusters Score -808643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -808646.312500 Penalty: 2911.943359
	Iteration 29Q: 3 clusters Score -808646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -808649.750000 Penalty: 2911.943359
	Iteration 30Q: 3 clusters Score -808649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -808650.875000 Penalty: 2911.943359
	Iteration 31Q: 3 clusters Score -808650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -808652.125000 Penalty: 2911.943359
	Iteration 32Q: 3 clusters Score -808652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -808652.125000 Penalty: 2911.943359
	Iteration 33F: 3 clusters Score -808652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -750799.937500 Penalty: 1445.606689
	Iteration 0F: 2 clusters Score -750799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -745384.187500 Penalty: 2891.213379
	Iteration 0F: 3 clusters Score -745384.2 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -747071.437500 Penalty: 2891.213379
	Iteration 1F: 3 clusters Score -747071.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -747333.562500 Penalty: 2891.213379
	Iteration 2F: 3 clusters Score -747333.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -747527.687500 Penalty: 2891.213379
	Iteration 3F: 3 clusters Score -747527.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -747681.937500 Penalty: 2891.213379
	Iteration 4Q: 3 clusters Score -747681.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -747831.500000 Penalty: 2891.213379
	Iteration 5Q: 3 clusters Score -747831.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -747990.750000 Penalty: 2891.213379
	Iteration 6Q: 3 clusters Score -747990.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -748163.750000 Penalty: 2891.213379
	Iteration 7Q: 3 clusters Score -748163.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -748371.750000 Penalty: 2891.213379
	Iteration 8Q: 3 clusters Score -748371.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -748568.187500 Penalty: 2891.213379
	Iteration 9Q: 3 clusters Score -748568.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -748746.750000 Penalty: 2891.213379
	Iteration 10Q: 3 clusters Score -748746.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -748923.375000 Penalty: 2891.213379
	Iteration 11Q: 3 clusters Score -748923.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -749062.875000 Penalty: 2891.213379
	Iteration 12Q: 3 clusters Score -749062.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -749167.750000 Penalty: 2891.213379
	Iteration 13Q: 3 clusters Score -749167.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -749245.750000 Penalty: 2891.213379
	Iteration 14Q: 3 clusters Score -749245.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -749308.125000 Penalty: 2891.213379
	Iteration 15Q: 3 clusters Score -749308.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -749363.187500 Penalty: 2891.213379
	Iteration 16Q: 3 clusters Score -749363.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -749407.937500 Penalty: 2891.213379
	Iteration 17Q: 3 clusters Score -749407.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -749445.375000 Penalty: 2891.213379
	Iteration 18Q: 3 clusters Score -749445.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -749471.062500 Penalty: 2891.213379
	Iteration 19Q: 3 clusters Score -749471.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -749485.562500 Penalty: 2891.213379
	Iteration 20F: 3 clusters Score -749485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -749492.062500 Penalty: 2891.213379
	Iteration 21Q: 3 clusters Score -749492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -749496.937500 Penalty: 2891.213379
	Iteration 22Q: 3 clusters Score -749496.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -749500.687500 Penalty: 2891.213379
	Iteration 23Q: 3 clusters Score -749500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -749504.562500 Penalty: 2891.213379
	Iteration 24Q: 3 clusters Score -749504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -749505.437500 Penalty: 2891.213379
	Iteration 25Q: 3 clusters Score -749505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -749507.062500 Penalty: 2891.213379
	Iteration 26Q: 3 clusters Score -749507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -749507.000000 Penalty: 2891.213379
	Iteration 27Q: 3 clusters Score -749507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -749508.625000 Penalty: 2891.213379
	Iteration 28Q: 3 clusters Score -749508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -749508.625000 Penalty: 2891.213379
	Iteration 29F: 3 clusters Score -749508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -464864.593750 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -464864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -460934.187500 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -460934.2 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -462044.375000 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -462044.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -462342.312500 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -462342.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -462586.375000 Penalty: 2760.924561
	Iteration 3F: 3 clusters Score -462586.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -462798.750000 Penalty: 2760.924561
	Iteration 4F: 3 clusters Score -462798.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -463013.187500 Penalty: 2760.924561
	Iteration 5F: 3 clusters Score -463013.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -463213.031250 Penalty: 2760.924561
	Iteration 6F: 3 clusters Score -463213 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -463402.875000 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -463402.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -463565.062500 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -463565.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -463709.125000 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -463709.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -463800.593750 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -463800.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -463863.218750 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -463863.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -463889.812500 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -463889.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -463908.562500 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -463908.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -463918.375000 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -463918.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -463924.500000 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -463924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -463926.250000 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -463926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -463927.906250 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -463927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -463928.312500 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -463928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -463929.656250 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -463929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -463930.718750 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -463930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -463932.687500 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -463932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -463935.718750 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -463935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -463937.625000 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -463937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -463938.750000 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -463938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -463938.750000 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -463938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -463938.875000 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -463938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -463939.031250 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -463939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -463939.031250 Penalty: 2760.924561
	Iteration 28F: 3 clusters Score -463939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Entering Unmasked Estep 
Score: -873856.687500 Penalty: 1473.057373
	Iteration 0F: 2 clusters Score -873856.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -867517.437500 Penalty: 2946.114746
	Iteration 0F: 3 clusters Score -867517.4 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -869524.812500 Penalty: 2946.114746
	Iteration 1F: 3 clusters Score -869524.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -869737.500000 Penalty: 2946.114746
	Iteration 2F: 3 clusters Score -869737.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -869909.187500 Penalty: 2946.114746
	Iteration 3Q: 3 clusters Score -869909.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -870064.062500 Penalty: 2946.114746
	Iteration 4Q: 3 clusters Score -870064.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -870232.187500 Penalty: 2946.114746
	Iteration 5Q: 3 clusters Score -870232.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -870410.250000 Penalty: 2946.114746
	Iteration 6Q: 3 clusters Score -870410.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -870599.812500 Penalty: 2946.114746
	Iteration 7Q: 3 clusters Score -870599.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -870831.000000 Penalty: 2946.114746
	Iteration 8Q: 3 clusters Score -870831 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -871075.375000 Penalty: 2946.114746
	Iteration 9Q: 3 clusters Score -871075.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -871331.750000 Penalty: 2946.114746
	Iteration 10Q: 3 clusters Score -871331.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -871593.625000 Penalty: 2946.114746
	Iteration 11Q: 3 clusters Score -871593.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -871822.687500 Penalty: 2946.114746
	Iteration 12Q: 3 clusters Score -871822.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -871981.187500 Penalty: 2946.114746
	Iteration 13Q: 3 clusters Score -871981.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -872137.187500 Penalty: 2946.114746
	Iteration 14Q: 3 clusters Score -872137.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -872253.125000 Penalty: 2946.114746
	Iteration 15Q: 3 clusters Score -872253.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -872335.687500 Penalty: 2946.114746
	Iteration 16Q: 3 clusters Score -872335.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -872406.000000 Penalty: 2946.114746
	Iteration 17Q: 3 clusters Score -872406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -872463.437500 Penalty: 2946.114746
	Iteration 18Q: 3 clusters Score -872463.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -872502.562500 Penalty: 2946.114746
	Iteration 19Q: 3 clusters Score -872502.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -872547.187500 Penalty: 2946.114746
	Iteration 20F: 3 clusters Score -872547.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -872585.250000 Penalty: 2946.114746
	Iteration 21Q: 3 clusters Score -872585.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -872613.250000 Penalty: 2946.114746
	Iteration 22Q: 3 clusters Score -872613.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -872638.937500 Penalty: 2946.114746
	Iteration 23Q: 3 clusters Score -872638.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -872657.937500 Penalty: 2946.114746
	Iteration 24Q: 3 clusters Score -872657.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -872675.125000 Penalty: 2946.114746
	Iteration 25Q: 3 clusters Score -872675.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -872692.937500 Penalty: 2946.114746
	Iteration 26Q: 3 clusters Score -872692.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -872713.812500 Penalty: 2946.114746
	Iteration 27Q: 3 clusters Score -872713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -872730.750000 Penalty: 2946.114746
	Iteration 28Q: 3 clusters Score -872730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -872739.750000 Penalty: 2946.114746
	Iteration 29Q: 3 clusters Score -872739.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -872748.937500 Penalty: 2946.114746
	Iteration 30Q: 3 clusters Score -872748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -872755.812500 Penalty: 2946.114746
	Iteration 31Q: 3 clusters Score -872755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -872760.500000 Penalty: 2946.114746
	Iteration 32Q: 3 clusters Score -872760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -872765.125000 Penalty: 2946.114746
	Iteration 33Q: 3 clusters Score -872765.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -872773.437500 Penalty: 2946.114746
	Iteration 34Q: 3 clusters Score -872773.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -872778.187500 Penalty: 2946.114746
	Iteration 35Q: 3 clusters Score -872778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -872780.937500 Penalty: 2946.114746
	Iteration 36Q: 3 clusters Score -872780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -872783.375000 Penalty: 2946.114746
	Iteration 37Q: 3 clusters Score -872783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -872786.312500 Penalty: 2946.114746
	Iteration 38Q: 3 clusters Score -872786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -872788.250000 Penalty: 2946.114746
	Iteration 39Q: 3 clusters Score -872788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -872789.375000 Penalty: 2946.114746
	Iteration 40F: 3 clusters Score -872789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -872789.750000 Penalty: 2946.114746
	Iteration 41Q: 3 clusters Score -872789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -872789.750000 Penalty: 2946.114746
	Iteration 42F: 3 clusters Score -872789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Entering Unmasked Estep 
Score: -4510487.000000 Penalty: 1734.808716
	Iteration 0F: 2 clusters Score -4510487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4481503.000000 Penalty: 3469.617432
	Iteration 0F: 3 clusters Score -4481503 nChanged 20117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4492707.000000 Penalty: 3469.617432
	Iteration 1F: 3 clusters Score -4492707 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4493103.500000 Penalty: 3469.617432
	Iteration 2Q: 3 clusters Score -4493104 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4493446.000000 Penalty: 3469.617432
	Iteration 3Q: 3 clusters Score -4493446 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4493826.000000 Penalty: 3469.617432
	Iteration 4Q: 3 clusters Score -4493826 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4494240.500000 Penalty: 3469.617432
	Iteration 5Q: 3 clusters Score -4494240 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4494779.500000 Penalty: 3469.617432
	Iteration 6Q: 3 clusters Score -4494780 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4495554.000000 Penalty: 3469.617432
	Iteration 7Q: 3 clusters Score -4495554 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4496784.500000 Penalty: 3469.617432
	Iteration 8F: 3 clusters Score -4496784 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4498662.000000 Penalty: 3469.617432
	Iteration 9F: 3 clusters Score -4498662 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4500984.000000 Penalty: 3469.617432
	Iteration 10F: 3 clusters Score -4500984 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -4503302.000000 Penalty: 3469.617432
	Iteration 11F: 3 clusters Score -4503302 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4505131.500000 Penalty: 3469.617432
	Iteration 12F: 3 clusters Score -4505132 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4506627.500000 Penalty: 3469.617432
	Iteration 13Q: 3 clusters Score -4506628 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4507550.500000 Penalty: 3469.617432
	Iteration 14Q: 3 clusters Score -4507550 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4508057.000000 Penalty: 3469.617432
	Iteration 15Q: 3 clusters Score -4508057 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4508297.500000 Penalty: 3469.617432
	Iteration 16Q: 3 clusters Score -4508298 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4508467.000000 Penalty: 3469.617432
	Iteration 17Q: 3 clusters Score -4508467 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4508572.000000 Penalty: 3469.617432
	Iteration 18Q: 3 clusters Score -4508572 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4508638.500000 Penalty: 3469.617432
	Iteration 19Q: 3 clusters Score -4508638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4508701.500000 Penalty: 3469.617432
	Iteration 20F: 3 clusters Score -4508702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4508755.500000 Penalty: 3469.617432
	Iteration 21Q: 3 clusters Score -4508756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4508775.500000 Penalty: 3469.617432
	Iteration 22Q: 3 clusters Score -4508776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4508805.500000 Penalty: 3469.617432
	Iteration 23Q: 3 clusters Score -4508806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4508827.000000 Penalty: 3469.617432
	Iteration 24Q: 3 clusters Score -4508827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4508851.000000 Penalty: 3469.617432
	Iteration 25Q: 3 clusters Score -4508851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4508863.500000 Penalty: 3469.617432
	Iteration 26Q: 3 clusters Score -4508864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4508879.000000 Penalty: 3469.617432
	Iteration 27Q: 3 clusters Score -4508879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4508889.000000 Penalty: 3469.617432
	Iteration 28Q: 3 clusters Score -4508889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4508899.500000 Penalty: 3469.617432
	Iteration 29Q: 3 clusters Score -4508900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4508920.000000 Penalty: 3469.617432
	Iteration 30Q: 3 clusters Score -4508920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4508932.000000 Penalty: 3469.617432
	Iteration 31Q: 3 clusters Score -4508932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4508945.500000 Penalty: 3469.617432
	Iteration 32Q: 3 clusters Score -4508946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4508950.500000 Penalty: 3469.617432
	Iteration 33Q: 3 clusters Score -4508950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4508951.000000 Penalty: 3469.617432
	Iteration 34Q: 3 clusters Score -4508951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4508957.000000 Penalty: 3469.617432
	Iteration 35Q: 3 clusters Score -4508957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4508961.000000 Penalty: 3469.617432
	Iteration 36Q: 3 clusters Score -4508961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4508963.000000 Penalty: 3469.617432
	Iteration 37Q: 3 clusters Score -4508963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4508962.500000 Penalty: 3469.617432
	Iteration 38Q: 3 clusters Score -4508962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4508962.000000 Penalty: 3469.617432
	Iteration 39Q: 3 clusters Score -4508962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4508962.000000 Penalty: 3469.617432
	Iteration 40F: 3 clusters Score -4508962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4508962.000000 Penalty: 3469.617432
	Iteration 41Q: 3 clusters Score -4508962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4508964.500000 Penalty: 3469.617432
	Iteration 42Q: 3 clusters Score -4508964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4508970.000000 Penalty: 3469.617432
	Iteration 43Q: 3 clusters Score -4508970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4508968.000000 Penalty: 3469.617432
	Iteration 44Q: 3 clusters Score -4508968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4508967.500000 Penalty: 3469.617432
	Iteration 45Q: 3 clusters Score -4508968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4508967.000000 Penalty: 3469.617432
	Iteration 46Q: 3 clusters Score -4508967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4508970.000000 Penalty: 3469.617432
	Iteration 47Q: 3 clusters Score -4508970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4508970.000000 Penalty: 3469.617432
	Iteration 48Q: 3 clusters Score -4508970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4508982.500000 Penalty: 3469.617432
	Iteration 49Q: 3 clusters Score -4508982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4508989.000000 Penalty: 3469.617432
	Iteration 50Q: 3 clusters Score -4508989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4508990.500000 Penalty: 3469.617432
	Iteration 51Q: 3 clusters Score -4508990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4508992.500000 Penalty: 3469.617432
	Iteration 52Q: 3 clusters Score -4508992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4508988.000000 Penalty: 3469.617432
	Iteration 53Q: 3 clusters Score -4508988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4508992.500000 Penalty: 3469.617432
	Iteration 54Q: 3 clusters Score -4508992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4508993.500000 Penalty: 3469.617432
	Iteration 55Q: 3 clusters Score -4508994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4508996.500000 Penalty: 3469.617432
	Iteration 56Q: 3 clusters Score -4508996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4508996.500000 Penalty: 3469.617432
	Iteration 57Q: 3 clusters Score -4508996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4508998.500000 Penalty: 3469.617432
	Iteration 58Q: 3 clusters Score -4508998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4508998.500000 Penalty: 3469.617432
	Iteration 59F: 3 clusters Score -4508998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Entering Unmasked Estep 
Score: -7944591.500000 Penalty: 1824.242798
	Iteration 0F: 2 clusters Score -7944592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7894639.500000 Penalty: 3648.485596
	Iteration 0F: 3 clusters Score -7894640 nChanged 35496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7914820.000000 Penalty: 3648.485596
	Iteration 1F: 3 clusters Score -7914820 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -7915339.000000 Penalty: 3648.485596
	Iteration 2Q: 3 clusters Score -7915339 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7915987.000000 Penalty: 3648.485596
	Iteration 3Q: 3 clusters Score -7915987 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -7916971.000000 Penalty: 3648.485596
	Iteration 4Q: 3 clusters Score -7916971 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -7918213.500000 Penalty: 3648.485596
	Iteration 5Q: 3 clusters Score -7918214 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -7920124.000000 Penalty: 3648.485596
	Iteration 6Q: 3 clusters Score -7920124 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -7922736.000000 Penalty: 3648.485596
	Iteration 7F: 3 clusters Score -7922736 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -7926193.000000 Penalty: 3648.485596
	Iteration 8F: 3 clusters Score -7926193 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -7929761.000000 Penalty: 3648.485596
	Iteration 9F: 3 clusters Score -7929761 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7932387.000000 Penalty: 3648.485596
	Iteration 10F: 3 clusters Score -7932387 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -7933751.000000 Penalty: 3648.485596
	Iteration 11Q: 3 clusters Score -7933751 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -7934590.500000 Penalty: 3648.485596
	Iteration 12Q: 3 clusters Score -7934590 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50834 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -7935264.000000 Penalty: 3648.485596
	Iteration 13Q: 3 clusters Score -7935264 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -7935988.500000 Penalty: 3648.485596
	Iteration 14Q: 3 clusters Score -7935988 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -7936817.000000 Penalty: 3648.485596
	Iteration 15Q: 3 clusters Score -7936817 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -7937678.000000 Penalty: 3648.485596
	Iteration 16Q: 3 clusters Score -7937678 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -7938538.500000 Penalty: 3648.485596
	Iteration 17Q: 3 clusters Score -7938538 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -7939292.000000 Penalty: 3648.485596
	Iteration 18Q: 3 clusters Score -7939292 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -7939944.500000 Penalty: 3648.485596
	Iteration 19Q: 3 clusters Score -7939944 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -7940435.000000 Penalty: 3648.485596
	Iteration 20F: 3 clusters Score -7940435 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -7940813.500000 Penalty: 3648.485596
	Iteration 21Q: 3 clusters Score -7940814 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -7941180.500000 Penalty: 3648.485596
	Iteration 22Q: 3 clusters Score -7941180 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -7941509.000000 Penalty: 3648.485596
	Iteration 23Q: 3 clusters Score -7941509 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -7941761.500000 Penalty: 3648.485596
	Iteration 24Q: 3 clusters Score -7941762 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -7942005.500000 Penalty: 3648.485596
	Iteration 25Q: 3 clusters Score -7942006 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -7942184.500000 Penalty: 3648.485596
	Iteration 26Q: 3 clusters Score -7942184 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -7942305.500000 Penalty: 3648.485596
	Iteration 27Q: 3 clusters Score -7942306 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -7942500.000000 Penalty: 3648.485596
	Iteration 28Q: 3 clusters Score -7942500 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -7942663.000000 Penalty: 3648.485596
	Iteration 29Q: 3 clusters Score -7942663 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -7942796.500000 Penalty: 3648.485596
	Iteration 30Q: 3 clusters Score -7942796 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -7942875.000000 Penalty: 3648.485596
	Iteration 31Q: 3 clusters Score -7942875 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -7942921.500000 Penalty: 3648.485596
	Iteration 32Q: 3 clusters Score -7942922 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -7942995.500000 Penalty: 3648.485596
	Iteration 33Q: 3 clusters Score -7942996 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -7943063.000000 Penalty: 3648.485596
	Iteration 34Q: 3 clusters Score -7943063 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7943134.500000 Penalty: 3648.485596
	Iteration 35Q: 3 clusters Score -7943134 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -7943185.000000 Penalty: 3648.485596
	Iteration 36Q: 3 clusters Score -7943185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7943230.000000 Penalty: 3648.485596
	Iteration 37Q: 3 clusters Score -7943230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7943265.000000 Penalty: 3648.485596
	Iteration 38Q: 3 clusters Score -7943265 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7943305.000000 Penalty: 3648.485596
	Iteration 39Q: 3 clusters Score -7943305 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -7943345.500000 Penalty: 3648.485596
	Iteration 40F: 3 clusters Score -7943346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7943391.000000 Penalty: 3648.485596
	Iteration 41Q: 3 clusters Score -7943391 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7943413.500000 Penalty: 3648.485596
	Iteration 42Q: 3 clusters Score -7943414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7943422.000000 Penalty: 3648.485596
	Iteration 43Q: 3 clusters Score -7943422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7943441.500000 Penalty: 3648.485596
	Iteration 44Q: 3 clusters Score -7943442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7943455.500000 Penalty: 3648.485596
	Iteration 45Q: 3 clusters Score -7943456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7943464.000000 Penalty: 3648.485596
	Iteration 46Q: 3 clusters Score -7943464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7943488.000000 Penalty: 3648.485596
	Iteration 47Q: 3 clusters Score -7943488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7943496.500000 Penalty: 3648.485596
	Iteration 48Q: 3 clusters Score -7943496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7943511.000000 Penalty: 3648.485596
	Iteration 49Q: 3 clusters Score -7943511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7943515.500000 Penalty: 3648.485596
	Iteration 50Q: 3 clusters Score -7943516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7943514.500000 Penalty: 3648.485596
	Iteration 51Q: 3 clusters Score -7943514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7943543.500000 Penalty: 3648.485596
	Iteration 52Q: 3 clusters Score -7943544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7943563.000000 Penalty: 3648.485596
	Iteration 53Q: 3 clusters Score -7943563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7943585.500000 Penalty: 3648.485596
	Iteration 54Q: 3 clusters Score -7943586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7943586.500000 Penalty: 3648.485596
	Iteration 55Q: 3 clusters Score -7943586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7943568.000000 Penalty: 3648.485596
	Iteration 56Q: 3 clusters Score -7943568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7943579.500000 Penalty: 3648.485596
	Iteration 57Q: 3 clusters Score -7943580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7943582.000000 Penalty: 3648.485596
	Iteration 58Q: 3 clusters Score -7943582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7943587.500000 Penalty: 3648.485596
	Iteration 59Q: 3 clusters Score -7943588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7943590.000000 Penalty: 3648.485596
	Iteration 60F: 3 clusters Score -7943590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7943579.000000 Penalty: 3648.485596
	Iteration 61Q: 3 clusters Score -7943579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7943580.000000 Penalty: 3648.485596
	Iteration 62Q: 3 clusters Score -7943580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7943587.500000 Penalty: 3648.485596
	Iteration 63Q: 3 clusters Score -7943588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7943592.500000 Penalty: 3648.485596
	Iteration 64Q: 3 clusters Score -7943592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7943593.000000 Penalty: 3648.485596
	Iteration 65Q: 3 clusters Score -7943593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7943603.000000 Penalty: 3648.485596
	Iteration 66Q: 3 clusters Score -7943603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7943614.500000 Penalty: 3648.485596
	Iteration 67Q: 3 clusters Score -7943614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7943614.000000 Penalty: 3648.485596
	Iteration 68Q: 3 clusters Score -7943614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7943614.000000 Penalty: 3648.485596
	Iteration 69Q: 3 clusters Score -7943614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7943613.000000 Penalty: 3648.485596
	Iteration 70Q: 3 clusters Score -7943613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7943614.000000 Penalty: 3648.485596
	Iteration 71Q: 3 clusters Score -7943614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7943617.000000 Penalty: 3648.485596
	Iteration 72Q: 3 clusters Score -7943617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7943617.000000 Penalty: 3648.485596
	Iteration 73F: 3 clusters Score -7943617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -321409.718750 Penalty: 1315.633911
	Iteration 0F: 2 clusters Score -321409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -318491.437500 Penalty: 2631.267822
	Iteration 0F: 3 clusters Score -318491.4 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -319234.093750 Penalty: 2631.267822
	Iteration 1F: 3 clusters Score -319234.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -319386.718750 Penalty: 2631.267822
	Iteration 2F: 3 clusters Score -319386.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -319498.531250 Penalty: 2631.267822
	Iteration 3Q: 3 clusters Score -319498.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319602.468750 Penalty: 2631.267822
	Iteration 4Q: 3 clusters Score -319602.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -319705.750000 Penalty: 2631.267822
	Iteration 5Q: 3 clusters Score -319705.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319806.812500 Penalty: 2631.267822
	Iteration 6Q: 3 clusters Score -319806.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -319918.343750 Penalty: 2631.267822
	Iteration 7Q: 3 clusters Score -319918.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -320063.718750 Penalty: 2631.267822
	Iteration 8Q: 3 clusters Score -320063.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -320208.062500 Penalty: 2631.267822
	Iteration 9Q: 3 clusters Score -320208.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320367.062500 Penalty: 2631.267822
	Iteration 10Q: 3 clusters Score -320367.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -320472.000000 Penalty: 2631.267822
	Iteration 11Q: 3 clusters Score -320472 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -320545.375000 Penalty: 2631.267822
	Iteration 12Q: 3 clusters Score -320545.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -320599.531250 Penalty: 2631.267822
	Iteration 13Q: 3 clusters Score -320599.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320624.437500 Penalty: 2631.267822
	Iteration 14Q: 3 clusters Score -320624.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -320638.000000 Penalty: 2631.267822
	Iteration 15Q: 3 clusters Score -320638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -320648.656250 Penalty: 2631.267822
	Iteration 16Q: 3 clusters Score -320648.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -320654.500000 Penalty: 2631.267822
	Iteration 17Q: 3 clusters Score -320654.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -320665.656250 Penalty: 2631.267822
	Iteration 18Q: 3 clusters Score -320665.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -320676.062500 Penalty: 2631.267822
	Iteration 19Q: 3 clusters Score -320676.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -320684.968750 Penalty: 2631.267822
	Iteration 20F: 3 clusters Score -320685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -320692.250000 Penalty: 2631.267822
	Iteration 21Q: 3 clusters Score -320692.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -320700.812500 Penalty: 2631.267822
	Iteration 22Q: 3 clusters Score -320700.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -320710.593750 Penalty: 2631.267822
	Iteration 23Q: 3 clusters Score -320710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -320716.531250 Penalty: 2631.267822
	Iteration 24Q: 3 clusters Score -320716.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -320722.968750 Penalty: 2631.267822
	Iteration 25Q: 3 clusters Score -320723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -320728.375000 Penalty: 2631.267822
	Iteration 26Q: 3 clusters Score -320728.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -320735.250000 Penalty: 2631.267822
	Iteration 27Q: 3 clusters Score -320735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -320740.281250 Penalty: 2631.267822
	Iteration 28Q: 3 clusters Score -320740.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -320745.687500 Penalty: 2631.267822
	Iteration 29Q: 3 clusters Score -320745.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -320748.250000 Penalty: 2631.267822
	Iteration 30Q: 3 clusters Score -320748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -320750.593750 Penalty: 2631.267822
	Iteration 31Q: 3 clusters Score -320750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -320752.937500 Penalty: 2631.267822
	Iteration 32Q: 3 clusters Score -320752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -320755.812500 Penalty: 2631.267822
	Iteration 33Q: 3 clusters Score -320755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -320758.875000 Penalty: 2631.267822
	Iteration 34Q: 3 clusters Score -320758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -320759.250000 Penalty: 2631.267822
	Iteration 35Q: 3 clusters Score -320759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -320759.718750 Penalty: 2631.267822
	Iteration 36Q: 3 clusters Score -320759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -320760.312500 Penalty: 2631.267822
	Iteration 37Q: 3 clusters Score -320760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -320760.531250 Penalty: 2631.267822
	Iteration 38Q: 3 clusters Score -320760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -320760.531250 Penalty: 2631.267822
	Iteration 39F: 3 clusters Score -320760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -167703.671875 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -167703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165827.140625 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -165827.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166200.281250 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -166200.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -166317.343750 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -166317.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166379.890625 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -166379.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166416.203125 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -166416.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166445.281250 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -166445.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166464.156250 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -166464.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166475.640625 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -166475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166485.437500 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -166485.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166494.375000 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -166494.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166499.265625 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -166499.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166506.437500 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -166506.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166513.453125 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -166513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166515.578125 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -166515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166516.890625 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -166516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166519.250000 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -166519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166521.125000 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -166521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166522.031250 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -166522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166522.562500 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -166522.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166522.562500 Penalty: 2406.786133
	Iteration 19F: 3 clusters Score -166522.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -235320.906250 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -235320.9 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 1237 members 
Entering Unmasked Estep 
Score: -233012.562500 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -233012.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -233603.062500 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -233603.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -233774.921875 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -233774.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -233924.796875 Penalty: 2531.572754
	Iteration 3F: 3 clusters Score -233924.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -234030.937500 Penalty: 2531.572754
	Iteration 4Q: 3 clusters Score -234030.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -234119.421875 Penalty: 2531.572754
	Iteration 5Q: 3 clusters Score -234119.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -234207.828125 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -234207.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -234303.484375 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -234303.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -234385.843750 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -234385.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -234443.359375 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -234443.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -234485.625000 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -234485.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -234511.734375 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -234511.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -234533.187500 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -234533.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -234550.921875 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -234550.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -234567.453125 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -234567.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -234598.140625 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -234598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -234616.953125 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -234617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -234629.953125 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -234630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -234637.312500 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -234637.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -234642.296875 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -234642.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -234648.671875 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -234648.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -234654.437500 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -234654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -234662.921875 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -234662.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -234679.218750 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -234679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -234690.984375 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -234691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -234701.906250 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -234701.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -234710.093750 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -234710.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -234717.796875 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -234717.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234722.593750 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -234722.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -234724.484375 Penalty: 2531.572754
	Iteration 29Q: 3 clusters Score -234724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -234725.625000 Penalty: 2531.572754
	Iteration 30Q: 3 clusters Score -234725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -234726.703125 Penalty: 2531.572754
	Iteration 31Q: 3 clusters Score -234726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -234727.562500 Penalty: 2531.572754
	Iteration 32Q: 3 clusters Score -234727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -234728.046875 Penalty: 2531.572754
	Iteration 33Q: 3 clusters Score -234728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -234728.921875 Penalty: 2531.572754
	Iteration 34Q: 3 clusters Score -234728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234729.390625 Penalty: 2531.572754
	Iteration 35Q: 3 clusters Score -234729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -234729.390625 Penalty: 2531.572754
	Iteration 36F: 3 clusters Score -234729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -853575.187500 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -853575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -847447.750000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -847447.8 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -849385.250000 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -849385.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -849627.562500 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -849627.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -849812.312500 Penalty: 2933.194824
	Iteration 3F: 3 clusters Score -849812.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -849962.250000 Penalty: 2933.194824
	Iteration 4Q: 3 clusters Score -849962.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -850094.125000 Penalty: 2933.194824
	Iteration 5Q: 3 clusters Score -850094.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -850204.937500 Penalty: 2933.194824
	Iteration 6Q: 3 clusters Score -850204.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -850296.125000 Penalty: 2933.194824
	Iteration 7Q: 3 clusters Score -850296.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -850363.250000 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -850363.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -850424.000000 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -850424 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -850478.562500 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -850478.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -850539.062500 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -850539.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -850606.312500 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -850606.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -850684.000000 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -850684 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -850766.812500 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -850766.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -850870.812500 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -850870.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -850981.562500 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -850981.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -851112.187500 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -851112.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -851242.062500 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -851242.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -851397.187500 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -851397.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -851565.687500 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -851565.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -851720.687500 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -851720.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -851851.000000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -851851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -851938.312500 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -851938.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -852006.375000 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -852006.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -852056.562500 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -852056.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -852095.875000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -852095.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -852130.500000 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -852130.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -852161.687500 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -852161.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -852189.187500 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -852189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -852205.187500 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -852205.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -852221.562500 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -852221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -852236.812500 Penalty: 2933.194824
	Iteration 32Q: 3 clusters Score -852236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -852241.625000 Penalty: 2933.194824
	Iteration 33Q: 3 clusters Score -852241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -852242.250000 Penalty: 2933.194824
	Iteration 34Q: 3 clusters Score -852242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -852246.000000 Penalty: 2933.194824
	Iteration 35Q: 3 clusters Score -852246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -852248.562500 Penalty: 2933.194824
	Iteration 36Q: 3 clusters Score -852248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -852250.312500 Penalty: 2933.194824
	Iteration 37Q: 3 clusters Score -852250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -852256.125000 Penalty: 2933.194824
	Iteration 38Q: 3 clusters Score -852256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -852261.875000 Penalty: 2933.194824
	Iteration 39Q: 3 clusters Score -852261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -852271.312500 Penalty: 2933.194824
	Iteration 40F: 3 clusters Score -852271.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -852281.875000 Penalty: 2933.194824
	Iteration 41Q: 3 clusters Score -852281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -852286.000000 Penalty: 2933.194824
	Iteration 42Q: 3 clusters Score -852286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -852287.375000 Penalty: 2933.194824
	Iteration 43Q: 3 clusters Score -852287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -852287.375000 Penalty: 2933.194824
	Iteration 44F: 3 clusters Score -852287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -335683.906250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -335683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -332720.406250 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -332720.4 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -333546.781250 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -333546.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -333770.156250 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -333770.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -334005.781250 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -334005.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -334334.062500 Penalty: 2645.791992
	Iteration 4F: 3 clusters Score -334334.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -334722.468750 Penalty: 2645.791992
	Iteration 5F: 3 clusters Score -334722.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -335086.343750 Penalty: 2645.791992
	Iteration 6F: 3 clusters Score -335086.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -335297.406250 Penalty: 2645.791992
	Iteration 7F: 3 clusters Score -335297.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -335438.125000 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -335438.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -335557.000000 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -335557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -335678.093750 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -335678.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -335802.093750 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -335802.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -335888.437500 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -335888.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -335907.437500 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -335907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -335916.218750 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -335916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -335919.906250 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -335919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -335920.687500 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -335920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -335920.687500 Penalty: 2645.791992
	Iteration 17F: 3 clusters Score -335920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 845 members 
Entering Unmasked Estep 
Score: -54934832.000000 Penalty: 94598.937500
Splitting cluster 23 changes total score from -54935440.000000 to -54934832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -176222.625000 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -176222.6 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 1075 members 
Entering Unmasked Estep 
Score: -174072.640625 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -174072.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -174838.187500 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -174838.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -175200.375000 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -175200.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -175469.625000 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -175469.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -175670.781250 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -175670.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -175832.468750 Penalty: 2493.040771
	Iteration 5F: 3 clusters Score -175832.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -175932.984375 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -175933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -176023.984375 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -176024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -176118.640625 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -176118.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -176187.875000 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -176187.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -176238.812500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -176238.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -176259.343750 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -176259.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -176274.750000 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -176274.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -176294.531250 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -176294.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -176306.046875 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -176306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -176313.281250 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -176313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -176321.640625 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -176321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -176334.609375 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -176334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -176344.859375 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -176344.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -176351.171875 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -176351.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -176371.531250 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -176371.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -176399.859375 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -176399.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -176414.062500 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -176414.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -176433.500000 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -176433.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -176449.875000 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -176449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -176461.250000 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -176461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -176474.468750 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -176474.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -176484.234375 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -176484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -176491.062500 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -176491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -176493.296875 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -176493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -176494.484375 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -176494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -176495.593750 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -176495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -176496.828125 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -176496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -176498.437500 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -176498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -176498.859375 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -176498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -176498.859375 Penalty: 2493.040771
	Iteration 35F: 3 clusters Score -176498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 1464 members 
Entering Unmasked Estep 
Score: -54934860.000000 Penalty: 94598.937500
Splitting cluster 24 changes total score from -54935440.000000 to -54934860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -241737.750000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -241737.8 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 1248 members 
Entering Unmasked Estep 
Score: -239391.734375 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -239391.7 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -239970.375000 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -239970.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -240121.609375 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -240121.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -240208.828125 Penalty: 2539.022949
	Iteration 3F: 3 clusters Score -240208.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -240254.953125 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -240255 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -240296.906250 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -240296.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -240338.390625 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -240338.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -240364.828125 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -240364.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -240393.671875 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -240393.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -240421.640625 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -240421.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -240443.484375 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -240443.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -240457.359375 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -240457.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -240466.781250 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -240466.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -240472.140625 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -240472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -240476.828125 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -240476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -240481.375000 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -240481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -240485.531250 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -240485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -240488.703125 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -240488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -240492.296875 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -240492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -240495.281250 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -240495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -240498.093750 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -240498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -240501.656250 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -240501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -240507.671875 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -240507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -240512.437500 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -240512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -240517.640625 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -240517.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -240524.312500 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -240524.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -240534.437500 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -240534.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -240544.640625 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -240544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -240557.015625 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -240557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -240577.968750 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -240578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -240611.218750 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -240611.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -240656.062500 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -240656.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -240724.625000 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -240724.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -240801.437500 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -240801.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -240910.593750 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -240910.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -241058.421875 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -241058.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -241241.125000 Penalty: 2539.022949
	Iteration 36Q: 3 clusters Score -241241.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -241368.453125 Penalty: 2539.022949
	Iteration 37Q: 3 clusters Score -241368.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -241449.375000 Penalty: 2539.022949
	Iteration 38Q: 3 clusters Score -241449.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -241504.296875 Penalty: 2539.022949
	Iteration 39Q: 3 clusters Score -241504.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -241543.296875 Penalty: 2539.022949
	Iteration 40F: 3 clusters Score -241543.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241560.406250 Penalty: 2539.022949
	Iteration 41Q: 3 clusters Score -241560.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -241571.000000 Penalty: 2539.022949
	Iteration 42Q: 3 clusters Score -241571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -241575.718750 Penalty: 2539.022949
	Iteration 43Q: 3 clusters Score -241575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -241577.890625 Penalty: 2539.022949
	Iteration 44Q: 3 clusters Score -241577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -241579.750000 Penalty: 2539.022949
	Iteration 45Q: 3 clusters Score -241579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -241581.906250 Penalty: 2539.022949
	Iteration 46Q: 3 clusters Score -241581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -241586.125000 Penalty: 2539.022949
	Iteration 47Q: 3 clusters Score -241586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -241600.703125 Penalty: 2539.022949
	Iteration 48Q: 3 clusters Score -241600.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -241618.171875 Penalty: 2539.022949
	Iteration 49Q: 3 clusters Score -241618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -241623.390625 Penalty: 2539.022949
	Iteration 50Q: 3 clusters Score -241623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -241624.359375 Penalty: 2539.022949
	Iteration 51Q: 3 clusters Score -241624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241624.562500 Penalty: 2539.022949
	Iteration 52Q: 3 clusters Score -241624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241624.562500 Penalty: 2539.022949
	Iteration 53F: 3 clusters Score -241624.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -494774.218750 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -494774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -490889.718750 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -490889.7 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -491939.468750 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -491939.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -492106.156250 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -492106.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -492217.062500 Penalty: 2761.057129
	Iteration 3F: 3 clusters Score -492217.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -492283.468750 Penalty: 2761.057129
	Iteration 4Q: 3 clusters Score -492283.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -492334.000000 Penalty: 2761.057129
	Iteration 5Q: 3 clusters Score -492334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -492377.343750 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -492377.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -492427.000000 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -492427 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -492476.718750 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -492476.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -492530.312500 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -492530.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -492574.875000 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -492574.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -492612.781250 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -492612.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -492654.531250 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -492654.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -492701.406250 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -492701.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -492758.468750 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -492758.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -492812.781250 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -492812.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -492864.968750 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -492865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -492919.812500 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -492919.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -492980.875000 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -492980.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -493044.125000 Penalty: 2761.057129
	Iteration 19Q: 3 clusters Score -493044.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -493109.750000 Penalty: 2761.057129
	Iteration 20F: 3 clusters Score -493109.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -493165.781250 Penalty: 2761.057129
	Iteration 21Q: 3 clusters Score -493165.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -493225.843750 Penalty: 2761.057129
	Iteration 22Q: 3 clusters Score -493225.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -493274.312500 Penalty: 2761.057129
	Iteration 23Q: 3 clusters Score -493274.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -493322.218750 Penalty: 2761.057129
	Iteration 24Q: 3 clusters Score -493322.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -493359.031250 Penalty: 2761.057129
	Iteration 25Q: 3 clusters Score -493359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -493382.218750 Penalty: 2761.057129
	Iteration 26Q: 3 clusters Score -493382.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -493415.250000 Penalty: 2761.057129
	Iteration 27Q: 3 clusters Score -493415.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -493450.625000 Penalty: 2761.057129
	Iteration 28Q: 3 clusters Score -493450.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -493477.812500 Penalty: 2761.057129
	Iteration 29Q: 3 clusters Score -493477.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -493497.343750 Penalty: 2761.057129
	Iteration 30Q: 3 clusters Score -493497.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -493516.375000 Penalty: 2761.057129
	Iteration 31Q: 3 clusters Score -493516.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -493536.906250 Penalty: 2761.057129
	Iteration 32Q: 3 clusters Score -493536.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -493556.437500 Penalty: 2761.057129
	Iteration 33Q: 3 clusters Score -493556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -493569.062500 Penalty: 2761.057129
	Iteration 34Q: 3 clusters Score -493569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -493579.750000 Penalty: 2761.057129
	Iteration 35Q: 3 clusters Score -493579.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -493593.281250 Penalty: 2761.057129
	Iteration 36Q: 3 clusters Score -493593.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -493600.875000 Penalty: 2761.057129
	Iteration 37Q: 3 clusters Score -493600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -493606.281250 Penalty: 2761.057129
	Iteration 38Q: 3 clusters Score -493606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -493610.937500 Penalty: 2761.057129
	Iteration 39Q: 3 clusters Score -493610.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -493616.468750 Penalty: 2761.057129
	Iteration 40F: 3 clusters Score -493616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -493620.312500 Penalty: 2761.057129
	Iteration 41Q: 3 clusters Score -493620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -493621.000000 Penalty: 2761.057129
	Iteration 42Q: 3 clusters Score -493621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -493622.250000 Penalty: 2761.057129
	Iteration 43Q: 3 clusters Score -493622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -493626.375000 Penalty: 2761.057129
	Iteration 44Q: 3 clusters Score -493626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -493630.843750 Penalty: 2761.057129
	Iteration 45Q: 3 clusters Score -493630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -493635.843750 Penalty: 2761.057129
	Iteration 46Q: 3 clusters Score -493635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -493636.156250 Penalty: 2761.057129
	Iteration 47Q: 3 clusters Score -493636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -493637.187500 Penalty: 2761.057129
	Iteration 48Q: 3 clusters Score -493637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -493639.468750 Penalty: 2761.057129
	Iteration 49Q: 3 clusters Score -493639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -493639.468750 Penalty: 2761.057129
	Iteration 50F: 3 clusters Score -493639.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -304875.093750 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -304875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -302038.812500 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -302038.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -302815.937500 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -302815.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -303050.125000 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -303050.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -303195.125000 Penalty: 2619.469971
	Iteration 3F: 3 clusters Score -303195.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -303290.593750 Penalty: 2619.469971
	Iteration 4Q: 3 clusters Score -303290.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -303357.187500 Penalty: 2619.469971
	Iteration 5Q: 3 clusters Score -303357.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -303429.718750 Penalty: 2619.469971
	Iteration 6Q: 3 clusters Score -303429.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -303496.312500 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -303496.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -303542.250000 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -303542.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -303602.281250 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -303602.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -303672.843750 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -303672.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -303736.187500 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -303736.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -303785.156250 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -303785.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -303830.093750 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -303830.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -303873.718750 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -303873.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -303916.000000 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -303916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -303941.937500 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -303941.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -303970.531250 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -303970.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -304000.312500 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -304000.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -304022.843750 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -304022.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -304045.781250 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -304045.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -304073.750000 Penalty: 2619.469971
	Iteration 21Q: 3 clusters Score -304073.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -304100.406250 Penalty: 2619.469971
	Iteration 22Q: 3 clusters Score -304100.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -304129.187500 Penalty: 2619.469971
	Iteration 23Q: 3 clusters Score -304129.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -304162.312500 Penalty: 2619.469971
	Iteration 24Q: 3 clusters Score -304162.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -304186.718750 Penalty: 2619.469971
	Iteration 25Q: 3 clusters Score -304186.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -304209.250000 Penalty: 2619.469971
	Iteration 26Q: 3 clusters Score -304209.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -304232.750000 Penalty: 2619.469971
	Iteration 27Q: 3 clusters Score -304232.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -304252.718750 Penalty: 2619.469971
	Iteration 28Q: 3 clusters Score -304252.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -304269.125000 Penalty: 2619.469971
	Iteration 29Q: 3 clusters Score -304269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -304287.468750 Penalty: 2619.469971
	Iteration 30Q: 3 clusters Score -304287.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -304312.562500 Penalty: 2619.469971
	Iteration 31Q: 3 clusters Score -304312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -304332.125000 Penalty: 2619.469971
	Iteration 32Q: 3 clusters Score -304332.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -304351.343750 Penalty: 2619.469971
	Iteration 33Q: 3 clusters Score -304351.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -304372.781250 Penalty: 2619.469971
	Iteration 34Q: 3 clusters Score -304372.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -304398.218750 Penalty: 2619.469971
	Iteration 35Q: 3 clusters Score -304398.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -304419.843750 Penalty: 2619.469971
	Iteration 36Q: 3 clusters Score -304419.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -304434.343750 Penalty: 2619.469971
	Iteration 37Q: 3 clusters Score -304434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -304445.812500 Penalty: 2619.469971
	Iteration 38Q: 3 clusters Score -304445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -304455.687500 Penalty: 2619.469971
	Iteration 39Q: 3 clusters Score -304455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -304541.343750 Penalty: 2619.469971
	Iteration 40F: 3 clusters Score -304541.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -304790.187500 Penalty: 2619.469971
	Iteration 41Q: 3 clusters Score -304790.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -304944.187500 Penalty: 2619.469971
	Iteration 42Q: 3 clusters Score -304944.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -304996.906250 Penalty: 2619.469971
	Iteration 43Q: 3 clusters Score -304996.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -305014.406250 Penalty: 2619.469971
	Iteration 44Q: 3 clusters Score -305014.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -305025.000000 Penalty: 2619.469971
	Iteration 45Q: 3 clusters Score -305025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -305029.625000 Penalty: 2619.469971
	Iteration 46Q: 3 clusters Score -305029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -305031.062500 Penalty: 2619.469971
	Iteration 47Q: 3 clusters Score -305031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -305031.593750 Penalty: 2619.469971
	Iteration 48Q: 3 clusters Score -305031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -305032.312500 Penalty: 2619.469971
	Iteration 49Q: 3 clusters Score -305032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -305032.968750 Penalty: 2619.469971
	Iteration 50Q: 3 clusters Score -305033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -305033.687500 Penalty: 2619.469971
	Iteration 51Q: 3 clusters Score -305033.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -305034.125000 Penalty: 2619.469971
	Iteration 52Q: 3 clusters Score -305034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -305034.375000 Penalty: 2619.469971
	Iteration 53Q: 3 clusters Score -305034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -305034.687500 Penalty: 2619.469971
	Iteration 54Q: 3 clusters Score -305034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -305034.687500 Penalty: 2619.469971
	Iteration 55F: 3 clusters Score -305034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 2718 members 
Entering Unmasked Estep 
Score: -54934776.000000 Penalty: 94598.937500
Splitting cluster 27 changes total score from -54935440.000000 to -54934776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (29539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Entering Unmasked Estep 
Score: -2990299.500000 Penalty: 1672.688354
	Iteration 0F: 2 clusters Score -2990300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2970304.500000 Penalty: 3345.376709
	Iteration 0F: 3 clusters Score -2970304 nChanged 13668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2978143.500000 Penalty: 3345.376709
	Iteration 1F: 3 clusters Score -2978144 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2978656.000000 Penalty: 3345.376709
	Iteration 2Q: 3 clusters Score -2978656 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2979306.250000 Penalty: 3345.376709
	Iteration 3Q: 3 clusters Score -2979306 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2980130.750000 Penalty: 3345.376709
	Iteration 4F: 3 clusters Score -2980131 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2981246.750000 Penalty: 3345.376709
	Iteration 5F: 3 clusters Score -2981247 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2982812.000000 Penalty: 3345.376709
	Iteration 6F: 3 clusters Score -2982812 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2984592.250000 Penalty: 3345.376709
	Iteration 7F: 3 clusters Score -2984592 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2986308.750000 Penalty: 3345.376709
	Iteration 8F: 3 clusters Score -2986309 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -2987531.750000 Penalty: 3345.376709
	Iteration 9Q: 3 clusters Score -2987532 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2988389.750000 Penalty: 3345.376709
	Iteration 10Q: 3 clusters Score -2988390 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -2988961.500000 Penalty: 3345.376709
	Iteration 11Q: 3 clusters Score -2988962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2989328.500000 Penalty: 3345.376709
	Iteration 12Q: 3 clusters Score -2989328 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -2989591.750000 Penalty: 3345.376709
	Iteration 13Q: 3 clusters Score -2989592 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2989734.000000 Penalty: 3345.376709
	Iteration 14Q: 3 clusters Score -2989734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -2989795.750000 Penalty: 3345.376709
	Iteration 15Q: 3 clusters Score -2989796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -2989844.750000 Penalty: 3345.376709
	Iteration 16Q: 3 clusters Score -2989845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -2989886.500000 Penalty: 3345.376709
	Iteration 17Q: 3 clusters Score -2989886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2989905.000000 Penalty: 3345.376709
	Iteration 18Q: 3 clusters Score -2989905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -2989915.750000 Penalty: 3345.376709
	Iteration 19Q: 3 clusters Score -2989916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -2989920.500000 Penalty: 3345.376709
	Iteration 20F: 3 clusters Score -2989920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2989928.500000 Penalty: 3345.376709
	Iteration 21Q: 3 clusters Score -2989928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2989933.750000 Penalty: 3345.376709
	Iteration 22Q: 3 clusters Score -2989934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2989935.250000 Penalty: 3345.376709
	Iteration 23Q: 3 clusters Score -2989935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -2989938.500000 Penalty: 3345.376709
	Iteration 24Q: 3 clusters Score -2989938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -2989941.250000 Penalty: 3345.376709
	Iteration 25Q: 3 clusters Score -2989941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2989938.750000 Penalty: 3345.376709
	Iteration 26Q: 3 clusters Score -2989939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -2989939.500000 Penalty: 3345.376709
	Iteration 27Q: 3 clusters Score -2989940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -2989939.500000 Penalty: 3345.376709
	Iteration 28Q: 3 clusters Score -2989940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -2989941.000000 Penalty: 3345.376709
	Iteration 29Q: 3 clusters Score -2989941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -2989945.750000 Penalty: 3345.376709
	Iteration 30Q: 3 clusters Score -2989946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -2989945.750000 Penalty: 3345.376709
	Iteration 31F: 3 clusters Score -2989946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -291992.343750 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -291992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -289259.250000 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -289259.2 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -289918.843750 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -289918.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -290053.968750 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -290054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -290142.281250 Penalty: 2594.063232
	Iteration 3Q: 3 clusters Score -290142.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -290221.375000 Penalty: 2594.063232
	Iteration 4Q: 3 clusters Score -290221.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -290285.968750 Penalty: 2594.063232
	Iteration 5Q: 3 clusters Score -290286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290335.937500 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -290335.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -290375.375000 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -290375.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290415.562500 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -290415.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290455.281250 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -290455.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -290496.500000 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -290496.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290536.625000 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -290536.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -290572.031250 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -290572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -290604.437500 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -290604.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -290639.093750 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -290639.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -290665.187500 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -290665.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -290689.968750 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -290690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -290713.375000 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -290713.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290726.093750 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -290726.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -290743.218750 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -290743.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -290765.093750 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -290765.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -290794.906250 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -290794.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -290816.750000 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -290816.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -290832.343750 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -290832.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -290848.906250 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -290848.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -290863.656250 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -290863.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290880.875000 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -290880.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -290897.875000 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -290897.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -290915.031250 Penalty: 2594.063232
	Iteration 28Q: 3 clusters Score -290915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -290931.468750 Penalty: 2594.063232
	Iteration 29Q: 3 clusters Score -290931.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -290943.906250 Penalty: 2594.063232
	Iteration 30Q: 3 clusters Score -290943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -290953.031250 Penalty: 2594.063232
	Iteration 31Q: 3 clusters Score -290953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -290965.750000 Penalty: 2594.063232
	Iteration 32Q: 3 clusters Score -290965.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -290974.312500 Penalty: 2594.063232
	Iteration 33Q: 3 clusters Score -290974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -290980.531250 Penalty: 2594.063232
	Iteration 34Q: 3 clusters Score -290980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -290983.750000 Penalty: 2594.063232
	Iteration 35Q: 3 clusters Score -290983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -290989.968750 Penalty: 2594.063232
	Iteration 36Q: 3 clusters Score -290990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -290995.468750 Penalty: 2594.063232
	Iteration 37Q: 3 clusters Score -290995.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -290999.562500 Penalty: 2594.063232
	Iteration 38Q: 3 clusters Score -290999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -291002.062500 Penalty: 2594.063232
	Iteration 39Q: 3 clusters Score -291002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -291004.093750 Penalty: 2594.063232
	Iteration 40F: 3 clusters Score -291004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Entering Unmasked Estep 
Score: -2209673.750000 Penalty: 1623.960449
	Iteration 0F: 2 clusters Score -2209674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2194769.750000 Penalty: 3247.920898
	Iteration 0F: 3 clusters Score -2194770 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2200528.500000 Penalty: 3247.920898
	Iteration 1F: 3 clusters Score -2200528 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2201167.250000 Penalty: 3247.920898
	Iteration 2F: 3 clusters Score -2201167 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2201924.250000 Penalty: 3247.920898
	Iteration 3F: 3 clusters Score -2201924 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2202836.250000 Penalty: 3247.920898
	Iteration 4F: 3 clusters Score -2202836 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2203805.250000 Penalty: 3247.920898
	Iteration 5F: 3 clusters Score -2203805 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2204633.500000 Penalty: 3247.920898
	Iteration 6F: 3 clusters Score -2204634 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2205383.500000 Penalty: 3247.920898
	Iteration 7Q: 3 clusters Score -2205384 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2206061.000000 Penalty: 3247.920898
	Iteration 8Q: 3 clusters Score -2206061 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2206555.500000 Penalty: 3247.920898
	Iteration 9Q: 3 clusters Score -2206556 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2206904.500000 Penalty: 3247.920898
	Iteration 10Q: 3 clusters Score -2206904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2207147.250000 Penalty: 3247.920898
	Iteration 11Q: 3 clusters Score -2207147 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2207327.500000 Penalty: 3247.920898
	Iteration 12Q: 3 clusters Score -2207328 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2207478.000000 Penalty: 3247.920898
	Iteration 13Q: 3 clusters Score -2207478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2207617.000000 Penalty: 3247.920898
	Iteration 14Q: 3 clusters Score -2207617 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2207775.000000 Penalty: 3247.920898
	Iteration 15Q: 3 clusters Score -2207775 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2207892.250000 Penalty: 3247.920898
	Iteration 16Q: 3 clusters Score -2207892 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2207975.000000 Penalty: 3247.920898
	Iteration 17Q: 3 clusters Score -2207975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2208035.500000 Penalty: 3247.920898
	Iteration 18Q: 3 clusters Score -2208036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2208087.250000 Penalty: 3247.920898
	Iteration 19Q: 3 clusters Score -2208087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2208114.750000 Penalty: 3247.920898
	Iteration 20F: 3 clusters Score -2208115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2208141.750000 Penalty: 3247.920898
	Iteration 21Q: 3 clusters Score -2208142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2208173.250000 Penalty: 3247.920898
	Iteration 22Q: 3 clusters Score -2208173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2208206.250000 Penalty: 3247.920898
	Iteration 23Q: 3 clusters Score -2208206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2208218.250000 Penalty: 3247.920898
	Iteration 24Q: 3 clusters Score -2208218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2208228.250000 Penalty: 3247.920898
	Iteration 25Q: 3 clusters Score -2208228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2208237.750000 Penalty: 3247.920898
	Iteration 26Q: 3 clusters Score -2208238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2208250.750000 Penalty: 3247.920898
	Iteration 27Q: 3 clusters Score -2208251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2208257.500000 Penalty: 3247.920898
	Iteration 28Q: 3 clusters Score -2208258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2208264.000000 Penalty: 3247.920898
	Iteration 29Q: 3 clusters Score -2208264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2208266.000000 Penalty: 3247.920898
	Iteration 30Q: 3 clusters Score -2208266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2208267.750000 Penalty: 3247.920898
	Iteration 31Q: 3 clusters Score -2208268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2208269.250000 Penalty: 3247.920898
	Iteration 32Q: 3 clusters Score -2208269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2208270.250000 Penalty: 3247.920898
	Iteration 33Q: 3 clusters Score -2208270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2208277.500000 Penalty: 3247.920898
	Iteration 34Q: 3 clusters Score -2208278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2208283.000000 Penalty: 3247.920898
	Iteration 35Q: 3 clusters Score -2208283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2208286.500000 Penalty: 3247.920898
	Iteration 36Q: 3 clusters Score -2208286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2208295.750000 Penalty: 3247.920898
	Iteration 37Q: 3 clusters Score -2208296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2208298.500000 Penalty: 3247.920898
	Iteration 38Q: 3 clusters Score -2208298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2208301.000000 Penalty: 3247.920898
	Iteration 39Q: 3 clusters Score -2208301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2208302.250000 Penalty: 3247.920898
	Iteration 40F: 3 clusters Score -2208302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2208304.000000 Penalty: 3247.920898
	Iteration 41Q: 3 clusters Score -2208304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2208307.000000 Penalty: 3247.920898
	Iteration 42Q: 3 clusters Score -2208307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2208308.500000 Penalty: 3247.920898
	Iteration 43Q: 3 clusters Score -2208308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2208309.000000 Penalty: 3247.920898
	Iteration 44Q: 3 clusters Score -2208309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2208309.250000 Penalty: 3247.920898
	Iteration 45Q: 3 clusters Score -2208309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2208310.500000 Penalty: 3247.920898
	Iteration 46Q: 3 clusters Score -2208310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2208310.750000 Penalty: 3247.920898
	Iteration 47Q: 3 clusters Score -2208311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2208315.500000 Penalty: 3247.920898
	Iteration 48Q: 3 clusters Score -2208316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2208318.250000 Penalty: 3247.920898
	Iteration 49Q: 3 clusters Score -2208318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2208318.250000 Penalty: 3247.920898
	Iteration 50F: 3 clusters Score -2208318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -688422.000000 Penalty: 1432.062866
	Iteration 0F: 2 clusters Score -688422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -683363.375000 Penalty: 2864.125732
	Iteration 0F: 3 clusters Score -683363.4 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -684807.062500 Penalty: 2864.125732
	Iteration 1F: 3 clusters Score -684807.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -685041.562500 Penalty: 2864.125732
	Iteration 2F: 3 clusters Score -685041.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -685261.375000 Penalty: 2864.125732
	Iteration 3F: 3 clusters Score -685261.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -685492.750000 Penalty: 2864.125732
	Iteration 4F: 3 clusters Score -685492.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -685681.062500 Penalty: 2864.125732
	Iteration 5F: 3 clusters Score -685681.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -685860.250000 Penalty: 2864.125732
	Iteration 6Q: 3 clusters Score -685860.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -686065.687500 Penalty: 2864.125732
	Iteration 7Q: 3 clusters Score -686065.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -686259.562500 Penalty: 2864.125732
	Iteration 8Q: 3 clusters Score -686259.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -686458.125000 Penalty: 2864.125732
	Iteration 9Q: 3 clusters Score -686458.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -686645.937500 Penalty: 2864.125732
	Iteration 10Q: 3 clusters Score -686645.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -686817.812500 Penalty: 2864.125732
	Iteration 11Q: 3 clusters Score -686817.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -686955.250000 Penalty: 2864.125732
	Iteration 12Q: 3 clusters Score -686955.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -687079.125000 Penalty: 2864.125732
	Iteration 13Q: 3 clusters Score -687079.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -687196.625000 Penalty: 2864.125732
	Iteration 14Q: 3 clusters Score -687196.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -687302.125000 Penalty: 2864.125732
	Iteration 15Q: 3 clusters Score -687302.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -687386.187500 Penalty: 2864.125732
	Iteration 16Q: 3 clusters Score -687386.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -687450.875000 Penalty: 2864.125732
	Iteration 17Q: 3 clusters Score -687450.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -687501.125000 Penalty: 2864.125732
	Iteration 18Q: 3 clusters Score -687501.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -687544.312500 Penalty: 2864.125732
	Iteration 19Q: 3 clusters Score -687544.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -687586.312500 Penalty: 2864.125732
	Iteration 20F: 3 clusters Score -687586.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -687612.687500 Penalty: 2864.125732
	Iteration 21Q: 3 clusters Score -687612.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -687632.937500 Penalty: 2864.125732
	Iteration 22Q: 3 clusters Score -687632.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -687658.562500 Penalty: 2864.125732
	Iteration 23Q: 3 clusters Score -687658.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -687680.375000 Penalty: 2864.125732
	Iteration 24Q: 3 clusters Score -687680.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -687700.312500 Penalty: 2864.125732
	Iteration 25Q: 3 clusters Score -687700.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -687714.750000 Penalty: 2864.125732
	Iteration 26Q: 3 clusters Score -687714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -687726.375000 Penalty: 2864.125732
	Iteration 27Q: 3 clusters Score -687726.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -687732.687500 Penalty: 2864.125732
	Iteration 28Q: 3 clusters Score -687732.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -687739.750000 Penalty: 2864.125732
	Iteration 29Q: 3 clusters Score -687739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -687746.687500 Penalty: 2864.125732
	Iteration 30Q: 3 clusters Score -687746.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -687752.125000 Penalty: 2864.125732
	Iteration 31Q: 3 clusters Score -687752.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -687757.875000 Penalty: 2864.125732
	Iteration 32Q: 3 clusters Score -687757.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -687760.562500 Penalty: 2864.125732
	Iteration 33Q: 3 clusters Score -687760.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -687763.687500 Penalty: 2864.125732
	Iteration 34Q: 3 clusters Score -687763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -687765.000000 Penalty: 2864.125732
	Iteration 35Q: 3 clusters Score -687765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -687767.562500 Penalty: 2864.125732
	Iteration 36Q: 3 clusters Score -687767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -687767.562500 Penalty: 2864.125732
	Iteration 37Q: 3 clusters Score -687767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -687770.812500 Penalty: 2864.125732
	Iteration 38Q: 3 clusters Score -687770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -687771.750000 Penalty: 2864.125732
	Iteration 39Q: 3 clusters Score -687771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -687770.812500 Penalty: 2864.125732
	Iteration 40F: 3 clusters Score -687770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -687770.937500 Penalty: 2864.125732
	Iteration 41Q: 3 clusters Score -687770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -687773.000000 Penalty: 2864.125732
	Iteration 42Q: 3 clusters Score -687773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -687773.000000 Penalty: 2864.125732
	Iteration 43F: 3 clusters Score -687773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -607650.875000 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -607650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -602987.625000 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -602987.6 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -604468.187500 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -604468.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -604793.375000 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -604793.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -605073.375000 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -605073.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -605324.437500 Penalty: 2838.365723
	Iteration 4F: 3 clusters Score -605324.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -605554.437500 Penalty: 2838.365723
	Iteration 5F: 3 clusters Score -605554.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -605729.312500 Penalty: 2838.365723
	Iteration 6Q: 3 clusters Score -605729.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -605860.500000 Penalty: 2838.365723
	Iteration 7Q: 3 clusters Score -605860.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -605955.125000 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -605955.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -606038.375000 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -606038.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -606110.312500 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -606110.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -606174.937500 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -606174.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -606227.875000 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -606227.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -606260.500000 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -606260.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -606284.750000 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -606284.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -606315.812500 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -606315.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -606347.687500 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -606347.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -606377.812500 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -606377.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -606397.000000 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -606397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -606411.937500 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -606411.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -606423.812500 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -606423.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -606435.562500 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -606435.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -606447.625000 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -606447.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -606460.687500 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -606460.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -606472.062500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -606472.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -606480.625000 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -606480.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -606489.500000 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -606489.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -606495.625000 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -606495.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -606504.187500 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -606504.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -606510.062500 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -606510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -606515.187500 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -606515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -606518.375000 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -606518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -606523.562500 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -606523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -606525.500000 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -606525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -606527.187500 Penalty: 2838.365723
	Iteration 34Q: 3 clusters Score -606527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -606532.250000 Penalty: 2838.365723
	Iteration 35Q: 3 clusters Score -606532.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -606537.187500 Penalty: 2838.365723
	Iteration 36Q: 3 clusters Score -606537.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -606541.187500 Penalty: 2838.365723
	Iteration 37Q: 3 clusters Score -606541.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -606544.562500 Penalty: 2838.365723
	Iteration 38Q: 3 clusters Score -606544.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -606550.625000 Penalty: 2838.365723
	Iteration 39Q: 3 clusters Score -606550.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -606555.437500 Penalty: 2838.365723
	Iteration 40F: 3 clusters Score -606555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -606559.250000 Penalty: 2838.365723
	Iteration 41Q: 3 clusters Score -606559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -606559.562500 Penalty: 2838.365723
	Iteration 42Q: 3 clusters Score -606559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -606558.500000 Penalty: 2838.365723
	Iteration 43Q: 3 clusters Score -606558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -606560.125000 Penalty: 2838.365723
	Iteration 44Q: 3 clusters Score -606560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -606561.937500 Penalty: 2838.365723
	Iteration 45Q: 3 clusters Score -606561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -606563.500000 Penalty: 2838.365723
	Iteration 46Q: 3 clusters Score -606563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -606565.125000 Penalty: 2838.365723
	Iteration 47Q: 3 clusters Score -606565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -606565.000000 Penalty: 2838.365723
	Iteration 48Q: 3 clusters Score -606565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -606564.875000 Penalty: 2838.365723
	Iteration 49Q: 3 clusters Score -606564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -606565.000000 Penalty: 2838.365723
	Iteration 50Q: 3 clusters Score -606565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -606565.000000 Penalty: 2838.365723
	Iteration 51F: 3 clusters Score -606565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -360580.093750 Penalty: 1336.774658
	Iteration 0F: 2 clusters Score -360580.1 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 1865 members 
Entering Unmasked Estep 
Score: -357361.125000 Penalty: 2673.549316
	Iteration 0F: 3 clusters Score -357361.1 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -358337.406250 Penalty: 2673.549316
	Iteration 1F: 3 clusters Score -358337.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358769.500000 Penalty: 2673.549316
	Iteration 2F: 3 clusters Score -358769.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -359186.750000 Penalty: 2673.549316
	Iteration 3F: 3 clusters Score -359186.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -359509.593750 Penalty: 2673.549316
	Iteration 4F: 3 clusters Score -359509.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -359736.937500 Penalty: 2673.549316
	Iteration 5F: 3 clusters Score -359736.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -359853.750000 Penalty: 2673.549316
	Iteration 6Q: 3 clusters Score -359853.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -359907.156250 Penalty: 2673.549316
	Iteration 7Q: 3 clusters Score -359907.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -359939.406250 Penalty: 2673.549316
	Iteration 8Q: 3 clusters Score -359939.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359959.468750 Penalty: 2673.549316
	Iteration 9Q: 3 clusters Score -359959.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359973.968750 Penalty: 2673.549316
	Iteration 10Q: 3 clusters Score -359974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359986.750000 Penalty: 2673.549316
	Iteration 11Q: 3 clusters Score -359986.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -360002.625000 Penalty: 2673.549316
	Iteration 12Q: 3 clusters Score -360002.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -360020.875000 Penalty: 2673.549316
	Iteration 13Q: 3 clusters Score -360020.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -360041.750000 Penalty: 2673.549316
	Iteration 14Q: 3 clusters Score -360041.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -360053.375000 Penalty: 2673.549316
	Iteration 15Q: 3 clusters Score -360053.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -360060.875000 Penalty: 2673.549316
	Iteration 16Q: 3 clusters Score -360060.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360067.687500 Penalty: 2673.549316
	Iteration 17Q: 3 clusters Score -360067.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -360074.468750 Penalty: 2673.549316
	Iteration 18Q: 3 clusters Score -360074.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -360079.031250 Penalty: 2673.549316
	Iteration 19Q: 3 clusters Score -360079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -360083.906250 Penalty: 2673.549316
	Iteration 20F: 3 clusters Score -360083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -360089.187500 Penalty: 2673.549316
	Iteration 21Q: 3 clusters Score -360089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -360093.125000 Penalty: 2673.549316
	Iteration 22Q: 3 clusters Score -360093.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -360100.500000 Penalty: 2673.549316
	Iteration 23Q: 3 clusters Score -360100.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -360108.343750 Penalty: 2673.549316
	Iteration 24Q: 3 clusters Score -360108.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -360118.187500 Penalty: 2673.549316
	Iteration 25Q: 3 clusters Score -360118.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -360129.375000 Penalty: 2673.549316
	Iteration 26Q: 3 clusters Score -360129.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -360141.593750 Penalty: 2673.549316
	Iteration 27Q: 3 clusters Score -360141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -360153.375000 Penalty: 2673.549316
	Iteration 28Q: 3 clusters Score -360153.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -360161.125000 Penalty: 2673.549316
	Iteration 29Q: 3 clusters Score -360161.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -360168.312500 Penalty: 2673.549316
	Iteration 30Q: 3 clusters Score -360168.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -360170.656250 Penalty: 2673.549316
	Iteration 31Q: 3 clusters Score -360170.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -360174.562500 Penalty: 2673.549316
	Iteration 32Q: 3 clusters Score -360174.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -360182.593750 Penalty: 2673.549316
	Iteration 33Q: 3 clusters Score -360182.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -360191.156250 Penalty: 2673.549316
	Iteration 34Q: 3 clusters Score -360191.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -360197.468750 Penalty: 2673.549316
	Iteration 35Q: 3 clusters Score -360197.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -360202.656250 Penalty: 2673.549316
	Iteration 36Q: 3 clusters Score -360202.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -360211.093750 Penalty: 2673.549316
	Iteration 37Q: 3 clusters Score -360211.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -360220.406250 Penalty: 2673.549316
	Iteration 38Q: 3 clusters Score -360220.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -360227.843750 Penalty: 2673.549316
	Iteration 39Q: 3 clusters Score -360227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -360234.000000 Penalty: 2673.549316
	Iteration 40F: 3 clusters Score -360234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -360243.781250 Penalty: 2673.549316
	Iteration 41Q: 3 clusters Score -360243.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -360253.187500 Penalty: 2673.549316
	Iteration 42Q: 3 clusters Score -360253.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -360261.000000 Penalty: 2673.549316
	Iteration 43Q: 3 clusters Score -360261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -360270.562500 Penalty: 2673.549316
	Iteration 44Q: 3 clusters Score -360270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -360279.562500 Penalty: 2673.549316
	Iteration 45Q: 3 clusters Score -360279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -360283.156250 Penalty: 2673.549316
	Iteration 46Q: 3 clusters Score -360283.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -360289.000000 Penalty: 2673.549316
	Iteration 47Q: 3 clusters Score -360289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -360292.031250 Penalty: 2673.549316
	Iteration 48Q: 3 clusters Score -360292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -360295.406250 Penalty: 2673.549316
	Iteration 49Q: 3 clusters Score -360295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -360298.187500 Penalty: 2673.549316
	Iteration 50Q: 3 clusters Score -360298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -360301.062500 Penalty: 2673.549316
	Iteration 51Q: 3 clusters Score -360301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -360301.656250 Penalty: 2673.549316
	Iteration 52Q: 3 clusters Score -360301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -360303.562500 Penalty: 2673.549316
	Iteration 53Q: 3 clusters Score -360303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -360307.125000 Penalty: 2673.549316
	Iteration 54Q: 3 clusters Score -360307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -360312.312500 Penalty: 2673.549316
	Iteration 55Q: 3 clusters Score -360312.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -360316.093750 Penalty: 2673.549316
	Iteration 56Q: 3 clusters Score -360316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -360317.843750 Penalty: 2673.549316
	Iteration 57Q: 3 clusters Score -360317.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -360321.312500 Penalty: 2673.549316
	Iteration 58Q: 3 clusters Score -360321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -360324.343750 Penalty: 2673.549316
	Iteration 59Q: 3 clusters Score -360324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -360327.531250 Penalty: 2673.549316
	Iteration 60F: 3 clusters Score -360327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -360331.437500 Penalty: 2673.549316
	Iteration 61Q: 3 clusters Score -360331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -360333.937500 Penalty: 2673.549316
	Iteration 62Q: 3 clusters Score -360333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -360337.750000 Penalty: 2673.549316
	Iteration 63Q: 3 clusters Score -360337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360339.906250 Penalty: 2673.549316
	Iteration 64Q: 3 clusters Score -360339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -360340.093750 Penalty: 2673.549316
	Iteration 65Q: 3 clusters Score -360340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360340.812500 Penalty: 2673.549316
	Iteration 66Q: 3 clusters Score -360340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -360341.312500 Penalty: 2673.549316
	Iteration 67Q: 3 clusters Score -360341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -360341.812500 Penalty: 2673.549316
	Iteration 68Q: 3 clusters Score -360341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -360342.500000 Penalty: 2673.549316
	Iteration 69Q: 3 clusters Score -360342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -360342.218750 Penalty: 2673.549316
	Iteration 70Q: 3 clusters Score -360342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -360342.843750 Penalty: 2673.549316
	Iteration 71Q: 3 clusters Score -360342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -360342.843750 Penalty: 2673.549316
	Iteration 72F: 3 clusters Score -360342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51420.296875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -51420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50435.488281 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -50435.49 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50718.441406 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -50718.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50834.074219 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -50834.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50913.878906 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -50913.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50992.042969 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -50992.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51034.691406 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -51034.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51062.355469 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -51062.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51085.996094 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -51086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51101.156250 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -51101.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51110.855469 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -51110.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51116.449219 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -51116.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51120.343750 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -51120.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51124.625000 Penalty: 2053.078613
	Iteration 12F: 3 clusters Score -51124.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51168.757812 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -51168.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51193.937500 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -51193.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51225.347656 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -51225.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -51290.011719 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -51290.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51316.414062 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -51316.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51328.664062 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -51328.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51336.082031 Penalty: 2053.078613
	Iteration 19F: 3 clusters Score -51336.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51415.078125 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -51415.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51437.972656 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -51437.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51447.121094 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -51447.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51447.121094 Penalty: 2053.078613
	Iteration 23F: 3 clusters Score -51447.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 450 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 104 members 
Entering Unmasked Estep 
Score: -54934348.000000 Penalty: 94598.937500
Splitting cluster 34 changes total score from -54935440.000000 to -54934348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -397328.968750 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -397329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -393978.656250 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -393978.7 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -394805.593750 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -394805.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -394989.812500 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -394989.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -395122.062500 Penalty: 2690.736816
	Iteration 3F: 3 clusters Score -395122.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -395205.218750 Penalty: 2690.736816
	Iteration 4Q: 3 clusters Score -395205.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -395266.812500 Penalty: 2690.736816
	Iteration 5Q: 3 clusters Score -395266.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -395309.437500 Penalty: 2690.736816
	Iteration 6Q: 3 clusters Score -395309.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -395343.437500 Penalty: 2690.736816
	Iteration 7Q: 3 clusters Score -395343.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -395375.906250 Penalty: 2690.736816
	Iteration 8Q: 3 clusters Score -395375.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -395400.812500 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -395400.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -395427.468750 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -395427.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -395452.718750 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -395452.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -395482.281250 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -395482.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -395504.281250 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -395504.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -395526.968750 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -395527 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -395553.718750 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -395553.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -395578.343750 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -395578.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -395603.937500 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -395603.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -395639.093750 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -395639.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -395674.906250 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -395674.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -395707.625000 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -395707.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -395750.250000 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -395750.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -395799.781250 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -395799.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -395854.250000 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -395854.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -395900.750000 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -395900.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -395935.312500 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -395935.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -395956.062500 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -395956.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -395972.875000 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -395972.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -395988.625000 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -395988.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -396004.937500 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -396004.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -396022.093750 Penalty: 2690.736816
	Iteration 30Q: 3 clusters Score -396022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -396035.718750 Penalty: 2690.736816
	Iteration 31Q: 3 clusters Score -396035.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -396048.937500 Penalty: 2690.736816
	Iteration 32Q: 3 clusters Score -396048.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -396072.281250 Penalty: 2690.736816
	Iteration 33Q: 3 clusters Score -396072.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -396092.281250 Penalty: 2690.736816
	Iteration 34Q: 3 clusters Score -396092.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -396108.218750 Penalty: 2690.736816
	Iteration 35Q: 3 clusters Score -396108.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -396125.218750 Penalty: 2690.736816
	Iteration 36Q: 3 clusters Score -396125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -396141.000000 Penalty: 2690.736816
	Iteration 37Q: 3 clusters Score -396141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -396153.718750 Penalty: 2690.736816
	Iteration 38Q: 3 clusters Score -396153.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -396165.062500 Penalty: 2690.736816
	Iteration 39Q: 3 clusters Score -396165.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -396179.593750 Penalty: 2690.736816
	Iteration 40F: 3 clusters Score -396179.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -396198.468750 Penalty: 2690.736816
	Iteration 41Q: 3 clusters Score -396198.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -396220.781250 Penalty: 2690.736816
	Iteration 42Q: 3 clusters Score -396220.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -396238.718750 Penalty: 2690.736816
	Iteration 43Q: 3 clusters Score -396238.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -396250.781250 Penalty: 2690.736816
	Iteration 44Q: 3 clusters Score -396250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -396262.500000 Penalty: 2690.736816
	Iteration 45Q: 3 clusters Score -396262.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -396270.531250 Penalty: 2690.736816
	Iteration 46Q: 3 clusters Score -396270.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -396276.250000 Penalty: 2690.736816
	Iteration 47Q: 3 clusters Score -396276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -396278.500000 Penalty: 2690.736816
	Iteration 48Q: 3 clusters Score -396278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -396279.656250 Penalty: 2690.736816
	Iteration 49Q: 3 clusters Score -396279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -396281.593750 Penalty: 2690.736816
	Iteration 50Q: 3 clusters Score -396281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -396282.062500 Penalty: 2690.736816
	Iteration 51Q: 3 clusters Score -396282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -396282.062500 Penalty: 2690.736816
	Iteration 52F: 3 clusters Score -396282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -636930.000000 Penalty: 1425.976685
	Iteration 0F: 2 clusters Score -636930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -632033.875000 Penalty: 2851.953369
	Iteration 0F: 3 clusters Score -632033.9 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -633542.500000 Penalty: 2851.953369
	Iteration 1F: 3 clusters Score -633542.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -633889.937500 Penalty: 2851.953369
	Iteration 2F: 3 clusters Score -633889.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -634302.125000 Penalty: 2851.953369
	Iteration 3F: 3 clusters Score -634302.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -634794.750000 Penalty: 2851.953369
	Iteration 4F: 3 clusters Score -634794.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -635285.312500 Penalty: 2851.953369
	Iteration 5F: 3 clusters Score -635285.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -635681.187500 Penalty: 2851.953369
	Iteration 6F: 3 clusters Score -635681.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -635951.437500 Penalty: 2851.953369
	Iteration 7F: 3 clusters Score -635951.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -636148.250000 Penalty: 2851.953369
	Iteration 8Q: 3 clusters Score -636148.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -636334.812500 Penalty: 2851.953369
	Iteration 9Q: 3 clusters Score -636334.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -636533.187500 Penalty: 2851.953369
	Iteration 10Q: 3 clusters Score -636533.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -636695.000000 Penalty: 2851.953369
	Iteration 11Q: 3 clusters Score -636695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -636862.812500 Penalty: 2851.953369
	Iteration 12Q: 3 clusters Score -636862.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -636997.750000 Penalty: 2851.953369
	Iteration 13Q: 3 clusters Score -636997.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -637102.187500 Penalty: 2851.953369
	Iteration 14Q: 3 clusters Score -637102.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -637188.875000 Penalty: 2851.953369
	Iteration 15Q: 3 clusters Score -637188.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -637225.500000 Penalty: 2851.953369
	Iteration 16Q: 3 clusters Score -637225.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -637248.687500 Penalty: 2851.953369
	Iteration 17Q: 3 clusters Score -637248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -637255.062500 Penalty: 2851.953369
	Iteration 18Q: 3 clusters Score -637255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637255.375000 Penalty: 2851.953369
	Iteration 19Q: 3 clusters Score -637255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -637256.937500 Penalty: 2851.953369
	Iteration 20F: 3 clusters Score -637256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -637257.250000 Penalty: 2851.953369
	Iteration 21Q: 3 clusters Score -637257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -637257.250000 Penalty: 2851.953369
	Iteration 22F: 3 clusters Score -637257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 4656 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 1816 members 
Entering Unmasked Estep 
Score: -54935028.000000 Penalty: 94598.937500
Splitting cluster 36 changes total score from -54935440.000000 to -54935028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Entering Unmasked Estep 
Score: -455104.500000 Penalty: 1394.094116
	Iteration 0F: 2 clusters Score -455104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -450939.125000 Penalty: 2788.188232
	Iteration 0F: 3 clusters Score -450939.1 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -452578.031250 Penalty: 2788.188232
	Iteration 1F: 3 clusters Score -452578 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -453227.812500 Penalty: 2788.188232
	Iteration 2F: 3 clusters Score -453227.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -453757.375000 Penalty: 2788.188232
	Iteration 3F: 3 clusters Score -453757.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -454090.343750 Penalty: 2788.188232
	Iteration 4F: 3 clusters Score -454090.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -454280.531250 Penalty: 2788.188232
	Iteration 5F: 3 clusters Score -454280.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -454406.031250 Penalty: 2788.188232
	Iteration 6Q: 3 clusters Score -454406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -454483.375000 Penalty: 2788.188232
	Iteration 7Q: 3 clusters Score -454483.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -454527.843750 Penalty: 2788.188232
	Iteration 8Q: 3 clusters Score -454527.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -454564.406250 Penalty: 2788.188232
	Iteration 9Q: 3 clusters Score -454564.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -454596.062500 Penalty: 2788.188232
	Iteration 10Q: 3 clusters Score -454596.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -454623.031250 Penalty: 2788.188232
	Iteration 11Q: 3 clusters Score -454623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -454656.062500 Penalty: 2788.188232
	Iteration 12Q: 3 clusters Score -454656.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -454692.906250 Penalty: 2788.188232
	Iteration 13Q: 3 clusters Score -454692.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -454744.968750 Penalty: 2788.188232
	Iteration 14Q: 3 clusters Score -454745 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -454811.093750 Penalty: 2788.188232
	Iteration 15Q: 3 clusters Score -454811.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -454867.843750 Penalty: 2788.188232
	Iteration 16Q: 3 clusters Score -454867.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -454920.531250 Penalty: 2788.188232
	Iteration 17Q: 3 clusters Score -454920.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -454958.812500 Penalty: 2788.188232
	Iteration 18Q: 3 clusters Score -454958.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -454984.531250 Penalty: 2788.188232
	Iteration 19Q: 3 clusters Score -454984.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -455003.625000 Penalty: 2788.188232
	Iteration 20F: 3 clusters Score -455003.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -455021.093750 Penalty: 2788.188232
	Iteration 21Q: 3 clusters Score -455021.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -455039.562500 Penalty: 2788.188232
	Iteration 22Q: 3 clusters Score -455039.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -455053.312500 Penalty: 2788.188232
	Iteration 23Q: 3 clusters Score -455053.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -455064.968750 Penalty: 2788.188232
	Iteration 24Q: 3 clusters Score -455065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455078.437500 Penalty: 2788.188232
	Iteration 25Q: 3 clusters Score -455078.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455085.500000 Penalty: 2788.188232
	Iteration 26Q: 3 clusters Score -455085.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -455094.218750 Penalty: 2788.188232
	Iteration 27Q: 3 clusters Score -455094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -455105.562500 Penalty: 2788.188232
	Iteration 28Q: 3 clusters Score -455105.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -455117.437500 Penalty: 2788.188232
	Iteration 29Q: 3 clusters Score -455117.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -455122.562500 Penalty: 2788.188232
	Iteration 30Q: 3 clusters Score -455122.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -455126.437500 Penalty: 2788.188232
	Iteration 31Q: 3 clusters Score -455126.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -455128.843750 Penalty: 2788.188232
	Iteration 32Q: 3 clusters Score -455128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455130.625000 Penalty: 2788.188232
	Iteration 33Q: 3 clusters Score -455130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -455132.468750 Penalty: 2788.188232
	Iteration 34Q: 3 clusters Score -455132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -455135.437500 Penalty: 2788.188232
	Iteration 35Q: 3 clusters Score -455135.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -455141.187500 Penalty: 2788.188232
	Iteration 36Q: 3 clusters Score -455141.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -455146.000000 Penalty: 2788.188232
	Iteration 37Q: 3 clusters Score -455146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -455149.375000 Penalty: 2788.188232
	Iteration 38Q: 3 clusters Score -455149.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455154.375000 Penalty: 2788.188232
	Iteration 39Q: 3 clusters Score -455154.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -455158.843750 Penalty: 2788.188232
	Iteration 40F: 3 clusters Score -455158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -455162.843750 Penalty: 2788.188232
	Iteration 41Q: 3 clusters Score -455162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -455165.125000 Penalty: 2788.188232
	Iteration 42Q: 3 clusters Score -455165.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -455167.781250 Penalty: 2788.188232
	Iteration 43Q: 3 clusters Score -455167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -455170.875000 Penalty: 2788.188232
	Iteration 44Q: 3 clusters Score -455170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -455173.625000 Penalty: 2788.188232
	Iteration 45Q: 3 clusters Score -455173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -455176.687500 Penalty: 2788.188232
	Iteration 46Q: 3 clusters Score -455176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455180.437500 Penalty: 2788.188232
	Iteration 47Q: 3 clusters Score -455180.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -455182.906250 Penalty: 2788.188232
	Iteration 48Q: 3 clusters Score -455182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -455186.562500 Penalty: 2788.188232
	Iteration 49Q: 3 clusters Score -455186.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -455189.812500 Penalty: 2788.188232
	Iteration 50Q: 3 clusters Score -455189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -455190.843750 Penalty: 2788.188232
	Iteration 51Q: 3 clusters Score -455190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -455193.625000 Penalty: 2788.188232
	Iteration 52Q: 3 clusters Score -455193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -455195.937500 Penalty: 2788.188232
	Iteration 53Q: 3 clusters Score -455195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -455196.468750 Penalty: 2788.188232
	Iteration 54Q: 3 clusters Score -455196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -455196.687500 Penalty: 2788.188232
	Iteration 55Q: 3 clusters Score -455196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -455198.718750 Penalty: 2788.188232
	Iteration 56Q: 3 clusters Score -455198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -455200.218750 Penalty: 2788.188232
	Iteration 57Q: 3 clusters Score -455200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -455200.968750 Penalty: 2788.188232
	Iteration 58Q: 3 clusters Score -455201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -455201.593750 Penalty: 2788.188232
	Iteration 59Q: 3 clusters Score -455201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -455201.468750 Penalty: 2788.188232
	Iteration 60F: 3 clusters Score -455201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -455202.531250 Penalty: 2788.188232
	Iteration 61Q: 3 clusters Score -455202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -455202.531250 Penalty: 2788.188232
	Iteration 62F: 3 clusters Score -455202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 3212 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 2107 members 
Entering Unmasked Estep 
Score: -54934732.000000 Penalty: 94598.937500
Splitting cluster 37 changes total score from -54935440.000000 to -54934732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (22627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Entering Unmasked Estep 
Score: -2318108.250000 Penalty: 1629.371094
	Iteration 0F: 2 clusters Score -2318108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2302797.500000 Penalty: 3258.742188
	Iteration 0F: 3 clusters Score -2302798 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2308518.250000 Penalty: 3258.742188
	Iteration 1F: 3 clusters Score -2308518 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2309142.750000 Penalty: 3258.742188
	Iteration 2F: 3 clusters Score -2309143 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2309900.000000 Penalty: 3258.742188
	Iteration 3F: 3 clusters Score -2309900 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2310708.750000 Penalty: 3258.742188
	Iteration 4F: 3 clusters Score -2310709 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2311677.500000 Penalty: 3258.742188
	Iteration 5F: 3 clusters Score -2311678 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2312649.250000 Penalty: 3258.742188
	Iteration 6F: 3 clusters Score -2312649 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2313419.500000 Penalty: 3258.742188
	Iteration 7F: 3 clusters Score -2313420 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2314001.250000 Penalty: 3258.742188
	Iteration 8Q: 3 clusters Score -2314001 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2314425.250000 Penalty: 3258.742188
	Iteration 9Q: 3 clusters Score -2314425 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2314757.750000 Penalty: 3258.742188
	Iteration 10Q: 3 clusters Score -2314758 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2315059.500000 Penalty: 3258.742188
	Iteration 11Q: 3 clusters Score -2315060 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2315305.000000 Penalty: 3258.742188
	Iteration 12Q: 3 clusters Score -2315305 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2315502.750000 Penalty: 3258.742188
	Iteration 13Q: 3 clusters Score -2315503 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2315641.500000 Penalty: 3258.742188
	Iteration 14Q: 3 clusters Score -2315642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2315756.000000 Penalty: 3258.742188
	Iteration 15Q: 3 clusters Score -2315756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2315831.750000 Penalty: 3258.742188
	Iteration 16Q: 3 clusters Score -2315832 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2315899.750000 Penalty: 3258.742188
	Iteration 17Q: 3 clusters Score -2315900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2315938.500000 Penalty: 3258.742188
	Iteration 18Q: 3 clusters Score -2315938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2315966.500000 Penalty: 3258.742188
	Iteration 19Q: 3 clusters Score -2315966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2315989.250000 Penalty: 3258.742188
	Iteration 20F: 3 clusters Score -2315989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2316008.750000 Penalty: 3258.742188
	Iteration 21Q: 3 clusters Score -2316009 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2316030.250000 Penalty: 3258.742188
	Iteration 22Q: 3 clusters Score -2316030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2316053.000000 Penalty: 3258.742188
	Iteration 23Q: 3 clusters Score -2316053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2316070.250000 Penalty: 3258.742188
	Iteration 24Q: 3 clusters Score -2316070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2316076.500000 Penalty: 3258.742188
	Iteration 25Q: 3 clusters Score -2316076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2316085.750000 Penalty: 3258.742188
	Iteration 26Q: 3 clusters Score -2316086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2316095.500000 Penalty: 3258.742188
	Iteration 27Q: 3 clusters Score -2316096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2316110.500000 Penalty: 3258.742188
	Iteration 28Q: 3 clusters Score -2316110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2316118.500000 Penalty: 3258.742188
	Iteration 29Q: 3 clusters Score -2316118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2316126.250000 Penalty: 3258.742188
	Iteration 30Q: 3 clusters Score -2316126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2316134.000000 Penalty: 3258.742188
	Iteration 31Q: 3 clusters Score -2316134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2316152.250000 Penalty: 3258.742188
	Iteration 32Q: 3 clusters Score -2316152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2316158.500000 Penalty: 3258.742188
	Iteration 33Q: 3 clusters Score -2316158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2316169.250000 Penalty: 3258.742188
	Iteration 34Q: 3 clusters Score -2316169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2316177.000000 Penalty: 3258.742188
	Iteration 35Q: 3 clusters Score -2316177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2316180.500000 Penalty: 3258.742188
	Iteration 36Q: 3 clusters Score -2316180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2316191.500000 Penalty: 3258.742188
	Iteration 37Q: 3 clusters Score -2316192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2316196.000000 Penalty: 3258.742188
	Iteration 38Q: 3 clusters Score -2316196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2316201.000000 Penalty: 3258.742188
	Iteration 39Q: 3 clusters Score -2316201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2316211.000000 Penalty: 3258.742188
	Iteration 40F: 3 clusters Score -2316211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2316223.750000 Penalty: 3258.742188
	Iteration 41Q: 3 clusters Score -2316224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2316251.250000 Penalty: 3258.742188
	Iteration 42Q: 3 clusters Score -2316251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2316265.000000 Penalty: 3258.742188
	Iteration 43Q: 3 clusters Score -2316265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2316271.500000 Penalty: 3258.742188
	Iteration 44Q: 3 clusters Score -2316272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2316292.250000 Penalty: 3258.742188
	Iteration 45Q: 3 clusters Score -2316292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2316310.750000 Penalty: 3258.742188
	Iteration 46Q: 3 clusters Score -2316311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2316321.250000 Penalty: 3258.742188
	Iteration 47Q: 3 clusters Score -2316321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2316334.750000 Penalty: 3258.742188
	Iteration 48Q: 3 clusters Score -2316335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2316357.000000 Penalty: 3258.742188
	Iteration 49Q: 3 clusters Score -2316357 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2316391.750000 Penalty: 3258.742188
	Iteration 50Q: 3 clusters Score -2316392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2316427.250000 Penalty: 3258.742188
	Iteration 51Q: 3 clusters Score -2316427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2316463.750000 Penalty: 3258.742188
	Iteration 52Q: 3 clusters Score -2316464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2316487.000000 Penalty: 3258.742188
	Iteration 53Q: 3 clusters Score -2316487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2316507.500000 Penalty: 3258.742188
	Iteration 54Q: 3 clusters Score -2316508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2316526.000000 Penalty: 3258.742188
	Iteration 55Q: 3 clusters Score -2316526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2316559.000000 Penalty: 3258.742188
	Iteration 56Q: 3 clusters Score -2316559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2316596.750000 Penalty: 3258.742188
	Iteration 57Q: 3 clusters Score -2316597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2316620.000000 Penalty: 3258.742188
	Iteration 58Q: 3 clusters Score -2316620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2316643.000000 Penalty: 3258.742188
	Iteration 59Q: 3 clusters Score -2316643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2316673.500000 Penalty: 3258.742188
	Iteration 60F: 3 clusters Score -2316674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2316683.000000 Penalty: 3258.742188
	Iteration 61Q: 3 clusters Score -2316683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2316703.750000 Penalty: 3258.742188
	Iteration 62Q: 3 clusters Score -2316704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2316716.250000 Penalty: 3258.742188
	Iteration 63Q: 3 clusters Score -2316716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2316745.000000 Penalty: 3258.742188
	Iteration 64Q: 3 clusters Score -2316745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2316766.750000 Penalty: 3258.742188
	Iteration 65Q: 3 clusters Score -2316767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2316786.500000 Penalty: 3258.742188
	Iteration 66Q: 3 clusters Score -2316786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2316813.250000 Penalty: 3258.742188
	Iteration 67Q: 3 clusters Score -2316813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2316830.750000 Penalty: 3258.742188
	Iteration 68Q: 3 clusters Score -2316831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2316835.750000 Penalty: 3258.742188
	Iteration 69Q: 3 clusters Score -2316836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2316844.250000 Penalty: 3258.742188
	Iteration 70Q: 3 clusters Score -2316844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2316855.500000 Penalty: 3258.742188
	Iteration 71Q: 3 clusters Score -2316856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2316868.000000 Penalty: 3258.742188
	Iteration 72Q: 3 clusters Score -2316868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2316882.500000 Penalty: 3258.742188
	Iteration 73Q: 3 clusters Score -2316882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2316890.500000 Penalty: 3258.742188
	Iteration 74Q: 3 clusters Score -2316890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2316900.750000 Penalty: 3258.742188
	Iteration 75Q: 3 clusters Score -2316901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2316907.750000 Penalty: 3258.742188
	Iteration 76Q: 3 clusters Score -2316908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2316910.750000 Penalty: 3258.742188
	Iteration 77Q: 3 clusters Score -2316911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2316912.250000 Penalty: 3258.742188
	Iteration 78Q: 3 clusters Score -2316912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2316918.750000 Penalty: 3258.742188
	Iteration 79Q: 3 clusters Score -2316919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2316925.750000 Penalty: 3258.742188
	Iteration 80F: 3 clusters Score -2316926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2316932.000000 Penalty: 3258.742188
	Iteration 81Q: 3 clusters Score -2316932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2316937.250000 Penalty: 3258.742188
	Iteration 82Q: 3 clusters Score -2316937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2316933.000000 Penalty: 3258.742188
	Iteration 83Q: 3 clusters Score -2316933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2316937.500000 Penalty: 3258.742188
	Iteration 84Q: 3 clusters Score -2316938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2316937.250000 Penalty: 3258.742188
	Iteration 85Q: 3 clusters Score -2316937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2316942.500000 Penalty: 3258.742188
	Iteration 86Q: 3 clusters Score -2316942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2316945.000000 Penalty: 3258.742188
	Iteration 87Q: 3 clusters Score -2316945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2316941.250000 Penalty: 3258.742188
	Iteration 88Q: 3 clusters Score -2316941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2316940.500000 Penalty: 3258.742188
	Iteration 89Q: 3 clusters Score -2316940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2316942.250000 Penalty: 3258.742188
	Iteration 90Q: 3 clusters Score -2316942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2316941.000000 Penalty: 3258.742188
	Iteration 91Q: 3 clusters Score -2316941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2316942.250000 Penalty: 3258.742188
	Iteration 92Q: 3 clusters Score -2316942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2316942.000000 Penalty: 3258.742188
	Iteration 93Q: 3 clusters Score -2316942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2316941.250000 Penalty: 3258.742188
	Iteration 94Q: 3 clusters Score -2316941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2316942.500000 Penalty: 3258.742188
	Iteration 95Q: 3 clusters Score -2316942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2316940.750000 Penalty: 3258.742188
	Iteration 96Q: 3 clusters Score -2316941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2316940.750000 Penalty: 3258.742188
	Iteration 97F: 3 clusters Score -2316941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -154139.937500 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -154139.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152364.218750 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -152364.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152703.578125 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -152703.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152801.625000 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -152801.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152845.906250 Penalty: 2372.214355
	Iteration 3Q: 3 clusters Score -152845.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152876.593750 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -152876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152892.531250 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -152892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152900.609375 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -152900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152904.937500 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -152904.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -152909.218750 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -152909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152910.328125 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -152910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152910.921875 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -152910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152911.359375 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -152911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152912.078125 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -152912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152913.421875 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -152913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152914.890625 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -152914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152914.890625 Penalty: 2372.214355
	Iteration 15F: 3 clusters Score -152914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -810287.937500 Penalty: 1457.674438
	Iteration 0F: 2 clusters Score -810287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -804537.062500 Penalty: 2915.348877
	Iteration 0F: 3 clusters Score -804537.1 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -806259.812500 Penalty: 2915.348877
	Iteration 1F: 3 clusters Score -806259.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -806463.187500 Penalty: 2915.348877
	Iteration 2F: 3 clusters Score -806463.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -806633.812500 Penalty: 2915.348877
	Iteration 3Q: 3 clusters Score -806633.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -806791.125000 Penalty: 2915.348877
	Iteration 4Q: 3 clusters Score -806791.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -806956.750000 Penalty: 2915.348877
	Iteration 5Q: 3 clusters Score -806956.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -807143.125000 Penalty: 2915.348877
	Iteration 6Q: 3 clusters Score -807143.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -807400.000000 Penalty: 2915.348877
	Iteration 7Q: 3 clusters Score -807400 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -807685.875000 Penalty: 2915.348877
	Iteration 8F: 3 clusters Score -807685.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -808006.562500 Penalty: 2915.348877
	Iteration 9Q: 3 clusters Score -808006.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -808323.625000 Penalty: 2915.348877
	Iteration 10Q: 3 clusters Score -808323.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -808539.625000 Penalty: 2915.348877
	Iteration 11Q: 3 clusters Score -808539.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -808687.437500 Penalty: 2915.348877
	Iteration 12Q: 3 clusters Score -808687.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -808794.187500 Penalty: 2915.348877
	Iteration 13Q: 3 clusters Score -808794.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -808862.187500 Penalty: 2915.348877
	Iteration 14Q: 3 clusters Score -808862.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -808911.437500 Penalty: 2915.348877
	Iteration 15Q: 3 clusters Score -808911.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -808945.937500 Penalty: 2915.348877
	Iteration 16Q: 3 clusters Score -808945.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -808967.562500 Penalty: 2915.348877
	Iteration 17Q: 3 clusters Score -808967.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -808984.750000 Penalty: 2915.348877
	Iteration 18Q: 3 clusters Score -808984.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -808996.375000 Penalty: 2915.348877
	Iteration 19Q: 3 clusters Score -808996.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -809006.750000 Penalty: 2915.348877
	Iteration 20F: 3 clusters Score -809006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -809017.000000 Penalty: 2915.348877
	Iteration 21Q: 3 clusters Score -809017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -809026.500000 Penalty: 2915.348877
	Iteration 22Q: 3 clusters Score -809026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -809035.125000 Penalty: 2915.348877
	Iteration 23Q: 3 clusters Score -809035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -809036.750000 Penalty: 2915.348877
	Iteration 24Q: 3 clusters Score -809036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -809040.875000 Penalty: 2915.348877
	Iteration 25Q: 3 clusters Score -809040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -809046.812500 Penalty: 2915.348877
	Iteration 26Q: 3 clusters Score -809046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -809052.250000 Penalty: 2915.348877
	Iteration 27Q: 3 clusters Score -809052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -809052.250000 Penalty: 2915.348877
	Iteration 28F: 3 clusters Score -809052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -199538.843750 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -199538.8 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 979 members 
Entering Unmasked Estep 
Score: -197433.140625 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -197433.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -197865.578125 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -197865.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197960.203125 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -197960.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -198007.265625 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -198007.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198031.750000 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -198031.8 nChanged 33
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: -198049.109375 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -198049.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198066.359375 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -198066.4 nChanged 31
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: -198083.921875 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -198083.9 nChanged 27
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: -198098.031250 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -198098 nChanged 34
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: -198114.390625 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -198114.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198121.421875 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -198121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -198124.937500 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -198124.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198131.078125 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -198131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -198134.375000 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -198134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -198136.296875 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -198136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198142.234375 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -198142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198147.718750 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -198147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -198152.031250 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -198152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -198156.078125 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -198156.1 nChanged 9
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: -198158.281250 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -198158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198159.828125 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -198159.8 nChanged 1
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: -198160.593750 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -198160.6 nChanged 5
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: -198162.640625 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -198162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -198166.812500 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -198166.8 nChanged 4
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: -198168.828125 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -198168.8 nChanged 2
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: -198170.640625 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -198170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -198170.781250 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -198170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -198170.781250 Penalty: 2465.051270
	Iteration 27F: 3 clusters Score -198170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -818680.000000 Penalty: 1461.128784
	Iteration 0F: 2 clusters Score -818680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -812749.875000 Penalty: 2922.257568
	Iteration 0F: 3 clusters Score -812749.9 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -814653.625000 Penalty: 2922.257568
	Iteration 1F: 3 clusters Score -814653.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -814911.187500 Penalty: 2922.257568
	Iteration 2F: 3 clusters Score -814911.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -815104.375000 Penalty: 2922.257568
	Iteration 3F: 3 clusters Score -815104.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -815274.312500 Penalty: 2922.257568
	Iteration 4Q: 3 clusters Score -815274.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -815441.312500 Penalty: 2922.257568
	Iteration 5Q: 3 clusters Score -815441.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -815609.000000 Penalty: 2922.257568
	Iteration 6Q: 3 clusters Score -815609 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -815777.937500 Penalty: 2922.257568
	Iteration 7Q: 3 clusters Score -815777.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -815958.000000 Penalty: 2922.257568
	Iteration 8Q: 3 clusters Score -815958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -816144.687500 Penalty: 2922.257568
	Iteration 9Q: 3 clusters Score -816144.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -816331.000000 Penalty: 2922.257568
	Iteration 10Q: 3 clusters Score -816331 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -816505.062500 Penalty: 2922.257568
	Iteration 11Q: 3 clusters Score -816505.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -816660.250000 Penalty: 2922.257568
	Iteration 12Q: 3 clusters Score -816660.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -816798.875000 Penalty: 2922.257568
	Iteration 13Q: 3 clusters Score -816798.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -816905.812500 Penalty: 2922.257568
	Iteration 14Q: 3 clusters Score -816905.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -817008.812500 Penalty: 2922.257568
	Iteration 15Q: 3 clusters Score -817008.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -817102.062500 Penalty: 2922.257568
	Iteration 16Q: 3 clusters Score -817102.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -817192.687500 Penalty: 2922.257568
	Iteration 17Q: 3 clusters Score -817192.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -817273.375000 Penalty: 2922.257568
	Iteration 18Q: 3 clusters Score -817273.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -817340.562500 Penalty: 2922.257568
	Iteration 19Q: 3 clusters Score -817340.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -817377.187500 Penalty: 2922.257568
	Iteration 20F: 3 clusters Score -817377.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -817407.687500 Penalty: 2922.257568
	Iteration 21Q: 3 clusters Score -817407.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -817427.500000 Penalty: 2922.257568
	Iteration 22Q: 3 clusters Score -817427.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -817445.000000 Penalty: 2922.257568
	Iteration 23Q: 3 clusters Score -817445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -817453.687500 Penalty: 2922.257568
	Iteration 24Q: 3 clusters Score -817453.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -817462.125000 Penalty: 2922.257568
	Iteration 25Q: 3 clusters Score -817462.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -817467.000000 Penalty: 2922.257568
	Iteration 26Q: 3 clusters Score -817467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -817470.750000 Penalty: 2922.257568
	Iteration 27Q: 3 clusters Score -817470.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -817478.125000 Penalty: 2922.257568
	Iteration 28Q: 3 clusters Score -817478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -817481.375000 Penalty: 2922.257568
	Iteration 29Q: 3 clusters Score -817481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -817484.500000 Penalty: 2922.257568
	Iteration 30Q: 3 clusters Score -817484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -817485.250000 Penalty: 2922.257568
	Iteration 31Q: 3 clusters Score -817485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -817485.250000 Penalty: 2922.257568
	Iteration 32F: 3 clusters Score -817485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -259723.656250 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -259723.7 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 1316 members 
Entering Unmasked Estep 
Score: -257233.406250 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -257233.4 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -257903.296875 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -257903.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258091.656250 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -258091.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258208.234375 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -258208.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -258294.984375 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -258295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -258367.593750 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -258367.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -258434.750000 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -258434.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -258497.921875 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -258497.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -258571.656250 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -258571.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -258646.406250 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -258646.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -258701.515625 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -258701.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -258731.703125 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -258731.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258753.265625 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -258753.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258774.468750 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -258774.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -258792.406250 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -258792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -258802.109375 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -258802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -258806.968750 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -258807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -258814.265625 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -258814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258818.843750 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -258818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -258821.359375 Penalty: 2560.030762
	Iteration 19Q: 3 clusters Score -258821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -258822.828125 Penalty: 2560.030762
	Iteration 20F: 3 clusters Score -258822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -258824.015625 Penalty: 2560.030762
	Iteration 21Q: 3 clusters Score -258824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258824.250000 Penalty: 2560.030762
	Iteration 22Q: 3 clusters Score -258824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258824.250000 Penalty: 2560.030762
	Iteration 23F: 3 clusters Score -258824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935448.000000 Penalty: 92448.960938
Iteration 279Q: 44 clusters Score -5.493545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29540 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935444.000000 Penalty: 92448.960938
Iteration 280F: 44 clusters Score -5.493544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935452.000000 Penalty: 92448.960938
Iteration 281Q: 44 clusters Score -5.493545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54935452.000000 Penalty: 92448.960938
Iteration 282F: 44 clusters Score -5.493545e+07 nChanged 0
Entering ConstructFrom: 
Score: -54935452.000000 Penalty: 92448.960938
Entering ConstructFrom: 
Trying to split cluster 1 (60301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Entering Unmasked Estep 
Score: -6235478.500000 Penalty: 1788.654419
	Iteration 0F: 2 clusters Score -6235478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6195311.500000 Penalty: 3577.308838
	Iteration 0F: 3 clusters Score -6195312 nChanged 28320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6211635.500000 Penalty: 3577.308838
	Iteration 1F: 3 clusters Score -6211636 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6212490.500000 Penalty: 3577.308838
	Iteration 2Q: 3 clusters Score -6212490 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -6213587.000000 Penalty: 3577.308838
	Iteration 3Q: 3 clusters Score -6213587 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6214979.000000 Penalty: 3577.308838
	Iteration 4Q: 3 clusters Score -6214979 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -6216842.000000 Penalty: 3577.308838
	Iteration 5F: 3 clusters Score -6216842 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -6219280.000000 Penalty: 3577.308838
	Iteration 6F: 3 clusters Score -6219280 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -6222530.000000 Penalty: 3577.308838
	Iteration 7F: 3 clusters Score -6222530 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -6225865.500000 Penalty: 3577.308838
	Iteration 8F: 3 clusters Score -6225866 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -6228178.500000 Penalty: 3577.308838
	Iteration 9F: 3 clusters Score -6228178 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6229259.500000 Penalty: 3577.308838
	Iteration 10Q: 3 clusters Score -6229260 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -6229983.000000 Penalty: 3577.308838
	Iteration 11Q: 3 clusters Score -6229983 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6230572.500000 Penalty: 3577.308838
	Iteration 12Q: 3 clusters Score -6230572 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -6231170.000000 Penalty: 3577.308838
	Iteration 13Q: 3 clusters Score -6231170 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -6231711.000000 Penalty: 3577.308838
	Iteration 14Q: 3 clusters Score -6231711 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -6232256.500000 Penalty: 3577.308838
	Iteration 15Q: 3 clusters Score -6232256 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -6232674.500000 Penalty: 3577.308838
	Iteration 16Q: 3 clusters Score -6232674 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -6233057.000000 Penalty: 3577.308838
	Iteration 17Q: 3 clusters Score -6233057 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -6233425.000000 Penalty: 3577.308838
	Iteration 18Q: 3 clusters Score -6233425 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -6233809.000000 Penalty: 3577.308838
	Iteration 19Q: 3 clusters Score -6233809 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6234189.000000 Penalty: 3577.308838
	Iteration 20F: 3 clusters Score -6234189 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6234629.500000 Penalty: 3577.308838
	Iteration 21Q: 3 clusters Score -6234630 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -6234980.500000 Penalty: 3577.308838
	Iteration 22Q: 3 clusters Score -6234980 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -6235234.000000 Penalty: 3577.308838
	Iteration 23Q: 3 clusters Score -6235234 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -6235374.500000 Penalty: 3577.308838
	Iteration 24Q: 3 clusters Score -6235374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6235446.000000 Penalty: 3577.308838
	Iteration 25Q: 3 clusters Score -6235446 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -6235484.500000 Penalty: 3577.308838
	Iteration 26Q: 3 clusters Score -6235484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -6235537.500000 Penalty: 3577.308838
	Iteration 27Q: 3 clusters Score -6235538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -6235546.000000 Penalty: 3577.308838
	Iteration 28Q: 3 clusters Score -6235546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6235561.000000 Penalty: 3577.308838
	Iteration 29Q: 3 clusters Score -6235561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6235564.500000 Penalty: 3577.308838
	Iteration 30Q: 3 clusters Score -6235564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6235571.500000 Penalty: 3577.308838
	Iteration 31Q: 3 clusters Score -6235572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6235574.000000 Penalty: 3577.308838
	Iteration 32Q: 3 clusters Score -6235574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6235577.000000 Penalty: 3577.308838
	Iteration 33Q: 3 clusters Score -6235577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6235573.500000 Penalty: 3577.308838
	Iteration 34Q: 3 clusters Score -6235574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6235573.500000 Penalty: 3577.308838
	Iteration 35Q: 3 clusters Score -6235574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6235581.500000 Penalty: 3577.308838
	Iteration 36Q: 3 clusters Score -6235582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6235583.500000 Penalty: 3577.308838
	Iteration 37Q: 3 clusters Score -6235584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6235589.000000 Penalty: 3577.308838
	Iteration 38Q: 3 clusters Score -6235589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6235592.000000 Penalty: 3577.308838
	Iteration 39Q: 3 clusters Score -6235592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -6235585.000000 Penalty: 3577.308838
	Iteration 40F: 3 clusters Score -6235585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -6235589.500000 Penalty: 3577.308838
	Iteration 41Q: 3 clusters Score -6235590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6235594.000000 Penalty: 3577.308838
	Iteration 42Q: 3 clusters Score -6235594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6235595.500000 Penalty: 3577.308838
	Iteration 43Q: 3 clusters Score -6235596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -6235594.000000 Penalty: 3577.308838
	Iteration 44Q: 3 clusters Score -6235594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6235595.000000 Penalty: 3577.308838
	Iteration 45Q: 3 clusters Score -6235595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6235595.000000 Penalty: 3577.308838
	Iteration 46Q: 3 clusters Score -6235595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6235595.000000 Penalty: 3577.308838
	Iteration 47Q: 3 clusters Score -6235595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6235589.000000 Penalty: 3577.308838
	Iteration 48Q: 3 clusters Score -6235589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6235589.000000 Penalty: 3577.308838
	Iteration 49F: 3 clusters Score -6235589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 4239 members 
Entering Unmasked Estep 
Score: -54935048.000000 Penalty: 94598.937500
Splitting cluster 1 changes total score from -54935452.000000 to -54935048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -839330.000000 Penalty: 1482.440430
	Iteration 0F: 2 clusters Score -839330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -832704.375000 Penalty: 2964.880859
	Iteration 0F: 3 clusters Score -832704.4 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -834860.687500 Penalty: 2964.880859
	Iteration 1F: 3 clusters Score -834860.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -835147.687500 Penalty: 2964.880859
	Iteration 2F: 3 clusters Score -835147.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -835370.750000 Penalty: 2964.880859
	Iteration 3F: 3 clusters Score -835370.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -835578.187500 Penalty: 2964.880859
	Iteration 4Q: 3 clusters Score -835578.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -835788.375000 Penalty: 2964.880859
	Iteration 5Q: 3 clusters Score -835788.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -836004.687500 Penalty: 2964.880859
	Iteration 6Q: 3 clusters Score -836004.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -836269.500000 Penalty: 2964.880859
	Iteration 7Q: 3 clusters Score -836269.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -836581.812500 Penalty: 2964.880859
	Iteration 8Q: 3 clusters Score -836581.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -836895.500000 Penalty: 2964.880859
	Iteration 9Q: 3 clusters Score -836895.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -837200.687500 Penalty: 2964.880859
	Iteration 10Q: 3 clusters Score -837200.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -837419.062500 Penalty: 2964.880859
	Iteration 11Q: 3 clusters Score -837419.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -837595.750000 Penalty: 2964.880859
	Iteration 12Q: 3 clusters Score -837595.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -837718.687500 Penalty: 2964.880859
	Iteration 13Q: 3 clusters Score -837718.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -837818.625000 Penalty: 2964.880859
	Iteration 14Q: 3 clusters Score -837818.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -837914.750000 Penalty: 2964.880859
	Iteration 15Q: 3 clusters Score -837914.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -837995.000000 Penalty: 2964.880859
	Iteration 16Q: 3 clusters Score -837995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -838056.750000 Penalty: 2964.880859
	Iteration 17Q: 3 clusters Score -838056.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -838103.437500 Penalty: 2964.880859
	Iteration 18Q: 3 clusters Score -838103.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -838138.750000 Penalty: 2964.880859
	Iteration 19Q: 3 clusters Score -838138.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -838165.125000 Penalty: 2964.880859
	Iteration 20F: 3 clusters Score -838165.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -838184.812500 Penalty: 2964.880859
	Iteration 21Q: 3 clusters Score -838184.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -838207.812500 Penalty: 2964.880859
	Iteration 22Q: 3 clusters Score -838207.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -838223.187500 Penalty: 2964.880859
	Iteration 23Q: 3 clusters Score -838223.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -838234.625000 Penalty: 2964.880859
	Iteration 24Q: 3 clusters Score -838234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -838244.812500 Penalty: 2964.880859
	Iteration 25Q: 3 clusters Score -838244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -838249.937500 Penalty: 2964.880859
	Iteration 26Q: 3 clusters Score -838249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -838251.000000 Penalty: 2964.880859
	Iteration 27Q: 3 clusters Score -838251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -838253.000000 Penalty: 2964.880859
	Iteration 28Q: 3 clusters Score -838253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -838253.062500 Penalty: 2964.880859
	Iteration 29Q: 3 clusters Score -838253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -838255.812500 Penalty: 2964.880859
	Iteration 30Q: 3 clusters Score -838255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -838258.437500 Penalty: 2964.880859
	Iteration 31Q: 3 clusters Score -838258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -838259.750000 Penalty: 2964.880859
	Iteration 32Q: 3 clusters Score -838259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -838262.125000 Penalty: 2964.880859
	Iteration 33Q: 3 clusters Score -838262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -838262.625000 Penalty: 2964.880859
	Iteration 34Q: 3 clusters Score -838262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -838263.000000 Penalty: 2964.880859
	Iteration 35Q: 3 clusters Score -838263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -838263.000000 Penalty: 2964.880859
	Iteration 36F: 3 clusters Score -838263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Entering Unmasked Estep 
Score: -802690.500000 Penalty: 1462.377930
	Iteration 0F: 2 clusters Score -802690.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -796818.812500 Penalty: 2924.755859
	Iteration 0F: 3 clusters Score -796818.8 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -798820.125000 Penalty: 2924.755859
	Iteration 1F: 3 clusters Score -798820.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -799196.125000 Penalty: 2924.755859
	Iteration 2F: 3 clusters Score -799196.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -799572.375000 Penalty: 2924.755859
	Iteration 3F: 3 clusters Score -799572.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -799986.812500 Penalty: 2924.755859
	Iteration 4F: 3 clusters Score -799986.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -800383.625000 Penalty: 2924.755859
	Iteration 5F: 3 clusters Score -800383.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -800713.312500 Penalty: 2924.755859
	Iteration 6F: 3 clusters Score -800713.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -800958.125000 Penalty: 2924.755859
	Iteration 7Q: 3 clusters Score -800958.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -801183.562500 Penalty: 2924.755859
	Iteration 8Q: 3 clusters Score -801183.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -801383.750000 Penalty: 2924.755859
	Iteration 9Q: 3 clusters Score -801383.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -801504.625000 Penalty: 2924.755859
	Iteration 10Q: 3 clusters Score -801504.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -801578.625000 Penalty: 2924.755859
	Iteration 11Q: 3 clusters Score -801578.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -801628.750000 Penalty: 2924.755859
	Iteration 12Q: 3 clusters Score -801628.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -801660.937500 Penalty: 2924.755859
	Iteration 13Q: 3 clusters Score -801660.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -801686.250000 Penalty: 2924.755859
	Iteration 14Q: 3 clusters Score -801686.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -801702.062500 Penalty: 2924.755859
	Iteration 15Q: 3 clusters Score -801702.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -801717.687500 Penalty: 2924.755859
	Iteration 16Q: 3 clusters Score -801717.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -801727.875000 Penalty: 2924.755859
	Iteration 17Q: 3 clusters Score -801727.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -801736.687500 Penalty: 2924.755859
	Iteration 18Q: 3 clusters Score -801736.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -801749.875000 Penalty: 2924.755859
	Iteration 19Q: 3 clusters Score -801749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -801760.687500 Penalty: 2924.755859
	Iteration 20F: 3 clusters Score -801760.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -801768.937500 Penalty: 2924.755859
	Iteration 21Q: 3 clusters Score -801768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -801778.000000 Penalty: 2924.755859
	Iteration 22Q: 3 clusters Score -801778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -801783.375000 Penalty: 2924.755859
	Iteration 23Q: 3 clusters Score -801783.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -801788.750000 Penalty: 2924.755859
	Iteration 24Q: 3 clusters Score -801788.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -801792.625000 Penalty: 2924.755859
	Iteration 25Q: 3 clusters Score -801792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -801798.625000 Penalty: 2924.755859
	Iteration 26Q: 3 clusters Score -801798.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -801805.250000 Penalty: 2924.755859
	Iteration 27Q: 3 clusters Score -801805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -801810.750000 Penalty: 2924.755859
	Iteration 28Q: 3 clusters Score -801810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -801814.375000 Penalty: 2924.755859
	Iteration 29Q: 3 clusters Score -801814.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -801820.625000 Penalty: 2924.755859
	Iteration 30Q: 3 clusters Score -801820.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -801823.375000 Penalty: 2924.755859
	Iteration 31Q: 3 clusters Score -801823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -801826.312500 Penalty: 2924.755859
	Iteration 32Q: 3 clusters Score -801826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -801828.875000 Penalty: 2924.755859
	Iteration 33Q: 3 clusters Score -801828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -801830.500000 Penalty: 2924.755859
	Iteration 34Q: 3 clusters Score -801830.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -801830.562500 Penalty: 2924.755859
	Iteration 35Q: 3 clusters Score -801830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -801833.250000 Penalty: 2924.755859
	Iteration 36Q: 3 clusters Score -801833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -801832.437500 Penalty: 2924.755859
	Iteration 37Q: 3 clusters Score -801832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -801832.375000 Penalty: 2924.755859
	Iteration 38Q: 3 clusters Score -801832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -801834.000000 Penalty: 2924.755859
	Iteration 39Q: 3 clusters Score -801834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -801833.750000 Penalty: 2924.755859
	Iteration 40F: 3 clusters Score -801833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -801834.437500 Penalty: 2924.755859
	Iteration 41Q: 3 clusters Score -801834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -801834.187500 Penalty: 2924.755859
	Iteration 42Q: 3 clusters Score -801834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -801837.500000 Penalty: 2924.755859
	Iteration 43Q: 3 clusters Score -801837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -801836.937500 Penalty: 2924.755859
	Iteration 44Q: 3 clusters Score -801836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -801836.562500 Penalty: 2924.755859
	Iteration 45Q: 3 clusters Score -801836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -801839.000000 Penalty: 2924.755859
	Iteration 46Q: 3 clusters Score -801839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -801843.000000 Penalty: 2924.755859
	Iteration 47Q: 3 clusters Score -801843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -801846.187500 Penalty: 2924.755859
	Iteration 48Q: 3 clusters Score -801846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -801849.437500 Penalty: 2924.755859
	Iteration 49Q: 3 clusters Score -801849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -801851.687500 Penalty: 2924.755859
	Iteration 50Q: 3 clusters Score -801851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -801852.937500 Penalty: 2924.755859
	Iteration 51Q: 3 clusters Score -801852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -801854.375000 Penalty: 2924.755859
	Iteration 52Q: 3 clusters Score -801854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -801856.875000 Penalty: 2924.755859
	Iteration 53Q: 3 clusters Score -801856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -801859.312500 Penalty: 2924.755859
	Iteration 54Q: 3 clusters Score -801859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -801860.000000 Penalty: 2924.755859
	Iteration 55Q: 3 clusters Score -801860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -801860.125000 Penalty: 2924.755859
	Iteration 56Q: 3 clusters Score -801860.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -801865.125000 Penalty: 2924.755859
	Iteration 57Q: 3 clusters Score -801865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -801868.250000 Penalty: 2924.755859
	Iteration 58Q: 3 clusters Score -801868.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -801872.937500 Penalty: 2924.755859
	Iteration 59Q: 3 clusters Score -801872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -801876.375000 Penalty: 2924.755859
	Iteration 60F: 3 clusters Score -801876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -801879.062500 Penalty: 2924.755859
	Iteration 61Q: 3 clusters Score -801879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -801878.875000 Penalty: 2924.755859
	Iteration 62Q: 3 clusters Score -801878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -801880.437500 Penalty: 2924.755859
	Iteration 63Q: 3 clusters Score -801880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -801883.437500 Penalty: 2924.755859
	Iteration 64Q: 3 clusters Score -801883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -801883.875000 Penalty: 2924.755859
	Iteration 65Q: 3 clusters Score -801883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -801885.750000 Penalty: 2924.755859
	Iteration 66Q: 3 clusters Score -801885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -801887.437500 Penalty: 2924.755859
	Iteration 67Q: 3 clusters Score -801887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -801889.937500 Penalty: 2924.755859
	Iteration 68Q: 3 clusters Score -801889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -801890.687500 Penalty: 2924.755859
	Iteration 69Q: 3 clusters Score -801890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -801894.875000 Penalty: 2924.755859
	Iteration 70Q: 3 clusters Score -801894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -801894.250000 Penalty: 2924.755859
	Iteration 71Q: 3 clusters Score -801894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -801896.437500 Penalty: 2924.755859
	Iteration 72Q: 3 clusters Score -801896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -801896.500000 Penalty: 2924.755859
	Iteration 73Q: 3 clusters Score -801896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -801897.250000 Penalty: 2924.755859
	Iteration 74Q: 3 clusters Score -801897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -801896.187500 Penalty: 2924.755859
	Iteration 75Q: 3 clusters Score -801896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -801896.562500 Penalty: 2924.755859
	Iteration 76Q: 3 clusters Score -801896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -801897.500000 Penalty: 2924.755859
	Iteration 77Q: 3 clusters Score -801897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -801896.937500 Penalty: 2924.755859
	Iteration 78Q: 3 clusters Score -801896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -801897.062500 Penalty: 2924.755859
	Iteration 79Q: 3 clusters Score -801897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -801897.062500 Penalty: 2924.755859
	Iteration 80F: 3 clusters Score -801897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Entering Unmasked Estep 
Score: -2023616.000000 Penalty: 1622.341187
	Iteration 0F: 2 clusters Score -2023616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2008937.625000 Penalty: 3244.682373
	Iteration 0F: 3 clusters Score -2008938 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2014570.500000 Penalty: 3244.682373
	Iteration 1F: 3 clusters Score -2014570 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2015324.500000 Penalty: 3244.682373
	Iteration 2F: 3 clusters Score -2015324 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2016131.625000 Penalty: 3244.682373
	Iteration 3F: 3 clusters Score -2016132 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2016958.000000 Penalty: 3244.682373
	Iteration 4F: 3 clusters Score -2016958 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2017747.125000 Penalty: 3244.682373
	Iteration 5F: 3 clusters Score -2017747 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2018476.375000 Penalty: 3244.682373
	Iteration 6F: 3 clusters Score -2018476 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2019155.375000 Penalty: 3244.682373
	Iteration 7F: 3 clusters Score -2019155 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2019848.375000 Penalty: 3244.682373
	Iteration 8Q: 3 clusters Score -2019848 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2020607.500000 Penalty: 3244.682373
	Iteration 9Q: 3 clusters Score -2020608 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2021326.750000 Penalty: 3244.682373
	Iteration 10Q: 3 clusters Score -2021327 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2021860.375000 Penalty: 3244.682373
	Iteration 11Q: 3 clusters Score -2021860 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2022265.250000 Penalty: 3244.682373
	Iteration 12Q: 3 clusters Score -2022265 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2022559.625000 Penalty: 3244.682373
	Iteration 13Q: 3 clusters Score -2022560 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2022722.250000 Penalty: 3244.682373
	Iteration 14Q: 3 clusters Score -2022722 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2022824.000000 Penalty: 3244.682373
	Iteration 15Q: 3 clusters Score -2022824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2022890.250000 Penalty: 3244.682373
	Iteration 16Q: 3 clusters Score -2022890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2022927.375000 Penalty: 3244.682373
	Iteration 17Q: 3 clusters Score -2022927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2022945.375000 Penalty: 3244.682373
	Iteration 18Q: 3 clusters Score -2022945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2022967.375000 Penalty: 3244.682373
	Iteration 19Q: 3 clusters Score -2022967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2022986.375000 Penalty: 3244.682373
	Iteration 20F: 3 clusters Score -2022986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2023001.250000 Penalty: 3244.682373
	Iteration 21Q: 3 clusters Score -2023001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2023011.500000 Penalty: 3244.682373
	Iteration 22Q: 3 clusters Score -2023012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2023019.875000 Penalty: 3244.682373
	Iteration 23Q: 3 clusters Score -2023020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2023026.250000 Penalty: 3244.682373
	Iteration 24Q: 3 clusters Score -2023026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2023027.250000 Penalty: 3244.682373
	Iteration 25Q: 3 clusters Score -2023027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2023029.375000 Penalty: 3244.682373
	Iteration 26Q: 3 clusters Score -2023029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2023028.375000 Penalty: 3244.682373
	Iteration 27Q: 3 clusters Score -2023028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2023029.000000 Penalty: 3244.682373
	Iteration 28Q: 3 clusters Score -2023029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2023033.125000 Penalty: 3244.682373
	Iteration 29Q: 3 clusters Score -2023033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2023032.875000 Penalty: 3244.682373
	Iteration 30Q: 3 clusters Score -2023033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2023032.875000 Penalty: 3244.682373
	Iteration 31F: 3 clusters Score -2023033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -389952.750000 Penalty: 1346.927734
	Iteration 0F: 2 clusters Score -389952.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -386654.187500 Penalty: 2693.855469
	Iteration 0F: 3 clusters Score -386654.2 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -387716.906250 Penalty: 2693.855469
	Iteration 1F: 3 clusters Score -387716.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -388087.375000 Penalty: 2693.855469
	Iteration 2F: 3 clusters Score -388087.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -388449.250000 Penalty: 2693.855469
	Iteration 3F: 3 clusters Score -388449.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -388756.656250 Penalty: 2693.855469
	Iteration 4F: 3 clusters Score -388756.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -388966.125000 Penalty: 2693.855469
	Iteration 5F: 3 clusters Score -388966.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -389120.156250 Penalty: 2693.855469
	Iteration 6Q: 3 clusters Score -389120.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -389214.718750 Penalty: 2693.855469
	Iteration 7Q: 3 clusters Score -389214.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -389282.156250 Penalty: 2693.855469
	Iteration 8Q: 3 clusters Score -389282.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389336.375000 Penalty: 2693.855469
	Iteration 9Q: 3 clusters Score -389336.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -389375.468750 Penalty: 2693.855469
	Iteration 10Q: 3 clusters Score -389375.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -389411.875000 Penalty: 2693.855469
	Iteration 11Q: 3 clusters Score -389411.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -389440.281250 Penalty: 2693.855469
	Iteration 12Q: 3 clusters Score -389440.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -389470.656250 Penalty: 2693.855469
	Iteration 13Q: 3 clusters Score -389470.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -389493.718750 Penalty: 2693.855469
	Iteration 14Q: 3 clusters Score -389493.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -389515.500000 Penalty: 2693.855469
	Iteration 15Q: 3 clusters Score -389515.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -389538.625000 Penalty: 2693.855469
	Iteration 16Q: 3 clusters Score -389538.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -389571.625000 Penalty: 2693.855469
	Iteration 17Q: 3 clusters Score -389571.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -389623.718750 Penalty: 2693.855469
	Iteration 18Q: 3 clusters Score -389623.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -389671.250000 Penalty: 2693.855469
	Iteration 19Q: 3 clusters Score -389671.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -389745.781250 Penalty: 2693.855469
	Iteration 20F: 3 clusters Score -389745.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -389824.468750 Penalty: 2693.855469
	Iteration 21Q: 3 clusters Score -389824.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389945.250000 Penalty: 2693.855469
	Iteration 22Q: 3 clusters Score -389945.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -390076.031250 Penalty: 2693.855469
	Iteration 23Q: 3 clusters Score -390076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -390162.562500 Penalty: 2693.855469
	Iteration 24Q: 3 clusters Score -390162.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -390234.281250 Penalty: 2693.855469
	Iteration 25Q: 3 clusters Score -390234.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -390300.406250 Penalty: 2693.855469
	Iteration 26Q: 3 clusters Score -390300.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -390343.906250 Penalty: 2693.855469
	Iteration 27Q: 3 clusters Score -390343.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -390385.750000 Penalty: 2693.855469
	Iteration 28Q: 3 clusters Score -390385.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -390427.500000 Penalty: 2693.855469
	Iteration 29Q: 3 clusters Score -390427.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -390456.312500 Penalty: 2693.855469
	Iteration 30Q: 3 clusters Score -390456.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -390473.062500 Penalty: 2693.855469
	Iteration 31Q: 3 clusters Score -390473.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -390481.375000 Penalty: 2693.855469
	Iteration 32Q: 3 clusters Score -390481.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -390491.406250 Penalty: 2693.855469
	Iteration 33Q: 3 clusters Score -390491.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -390504.406250 Penalty: 2693.855469
	Iteration 34Q: 3 clusters Score -390504.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -390511.531250 Penalty: 2693.855469
	Iteration 35Q: 3 clusters Score -390511.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -390519.000000 Penalty: 2693.855469
	Iteration 36Q: 3 clusters Score -390519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -390535.312500 Penalty: 2693.855469
	Iteration 37Q: 3 clusters Score -390535.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -390551.156250 Penalty: 2693.855469
	Iteration 38Q: 3 clusters Score -390551.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -390562.625000 Penalty: 2693.855469
	Iteration 39Q: 3 clusters Score -390562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -390576.875000 Penalty: 2693.855469
	Iteration 40F: 3 clusters Score -390576.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -390591.500000 Penalty: 2693.855469
	Iteration 41Q: 3 clusters Score -390591.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -390601.531250 Penalty: 2693.855469
	Iteration 42Q: 3 clusters Score -390601.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -390614.437500 Penalty: 2693.855469
	Iteration 43Q: 3 clusters Score -390614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -390619.906250 Penalty: 2693.855469
	Iteration 44Q: 3 clusters Score -390619.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -390623.687500 Penalty: 2693.855469
	Iteration 45Q: 3 clusters Score -390623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -390627.125000 Penalty: 2693.855469
	Iteration 46Q: 3 clusters Score -390627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -390629.125000 Penalty: 2693.855469
	Iteration 47Q: 3 clusters Score -390629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -390632.968750 Penalty: 2693.855469
	Iteration 48Q: 3 clusters Score -390633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -390635.687500 Penalty: 2693.855469
	Iteration 49Q: 3 clusters Score -390635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -390638.500000 Penalty: 2693.855469
	Iteration 50Q: 3 clusters Score -390638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -390638.843750 Penalty: 2693.855469
	Iteration 51Q: 3 clusters Score -390638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -390639.687500 Penalty: 2693.855469
	Iteration 52Q: 3 clusters Score -390639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -390640.437500 Penalty: 2693.855469
	Iteration 53Q: 3 clusters Score -390640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -390640.843750 Penalty: 2693.855469
	Iteration 54Q: 3 clusters Score -390640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -390640.968750 Penalty: 2693.855469
	Iteration 55Q: 3 clusters Score -390641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -390641.093750 Penalty: 2693.855469
	Iteration 56Q: 3 clusters Score -390641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -390641.093750 Penalty: 2693.855469
	Iteration 57F: 3 clusters Score -390641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 2138 members 
Entering Unmasked Estep 
Score: -54935392.000000 Penalty: 94598.937500
Splitting cluster 5 changes total score from -54935452.000000 to -54935392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -170597.875000 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -170597.9 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 907 members 
Entering Unmasked Estep 
Score: -168651.328125 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -168651.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169084.906250 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -169084.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169193.250000 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -169193.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -169269.656250 Penalty: 2431.322510
	Iteration 3Q: 3 clusters Score -169269.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -169353.250000 Penalty: 2431.322510
	Iteration 4Q: 3 clusters Score -169353.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -169446.000000 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -169446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -169519.250000 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -169519.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -169570.421875 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -169570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169602.156250 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -169602.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -169618.796875 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -169618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -169637.203125 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -169637.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -169664.281250 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -169664.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -169699.125000 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -169699.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -169734.656250 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -169734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -169751.906250 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -169751.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -169761.953125 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -169762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -169771.968750 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -169772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -169782.578125 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -169782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -169793.031250 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -169793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -169802.906250 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -169802.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -169805.750000 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -169805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -169810.156250 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -169810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -169811.968750 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -169812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -169815.078125 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -169815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -169819.531250 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -169819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -169821.828125 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -169821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -169822.609375 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -169822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -169826.750000 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -169826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -169828.625000 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -169828.6 nChanged 3
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: -169829.953125 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -169830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -169830.343750 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -169830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -169830.359375 Penalty: 2431.322510
	Iteration 31Q: 3 clusters Score -169830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -169831.234375 Penalty: 2431.322510
	Iteration 32Q: 3 clusters Score -169831.2 nChanged 1
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: -169832.468750 Penalty: 2431.322510
	Iteration 33Q: 3 clusters Score -169832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -169834.687500 Penalty: 2431.322510
	Iteration 34Q: 3 clusters Score -169834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -169838.984375 Penalty: 2431.322510
	Iteration 35Q: 3 clusters Score -169839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -169840.781250 Penalty: 2431.322510
	Iteration 36Q: 3 clusters Score -169840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -169842.234375 Penalty: 2431.322510
	Iteration 37Q: 3 clusters Score -169842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -169844.000000 Penalty: 2431.322510
	Iteration 38Q: 3 clusters Score -169844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -169844.234375 Penalty: 2431.322510
	Iteration 39Q: 3 clusters Score -169844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -169844.546875 Penalty: 2431.322510
	Iteration 40F: 3 clusters Score -169844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (114158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Entering Unmasked Estep 
Score: -11650577.000000 Penalty: 1892.367554
	Iteration 0F: 2 clusters Score -1.165058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -11575535.000000 Penalty: 3784.735107
	Iteration 0F: 3 clusters Score -1.157554e+07 nChanged 54744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -11606994.000000 Penalty: 3784.735107
	Iteration 1F: 3 clusters Score -1.160699e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -11607654.000000 Penalty: 3784.735107
	Iteration 2Q: 3 clusters Score -1.160765e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -11608492.000000 Penalty: 3784.735107
	Iteration 3Q: 3 clusters Score -1.160849e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -11609416.000000 Penalty: 3784.735107
	Iteration 4Q: 3 clusters Score -1.160942e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -11610639.000000 Penalty: 3784.735107
	Iteration 5Q: 3 clusters Score -1.161064e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -11612575.000000 Penalty: 3784.735107
	Iteration 6Q: 3 clusters Score -1.161258e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -11615381.000000 Penalty: 3784.735107
	Iteration 7Q: 3 clusters Score -1.161538e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -11619647.000000 Penalty: 3784.735107
	Iteration 8F: 3 clusters Score -1.161965e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -11625404.000000 Penalty: 3784.735107
	Iteration 9F: 3 clusters Score -1.16254e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -11631989.000000 Penalty: 3784.735107
	Iteration 10F: 3 clusters Score -1.163199e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -11637785.000000 Penalty: 3784.735107
	Iteration 11F: 3 clusters Score -1.163778e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -11642125.000000 Penalty: 3784.735107
	Iteration 12Q: 3 clusters Score -1.164212e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -11644892.000000 Penalty: 3784.735107
	Iteration 13Q: 3 clusters Score -1.164489e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -11646552.000000 Penalty: 3784.735107
	Iteration 14Q: 3 clusters Score -1.164655e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -11647473.000000 Penalty: 3784.735107
	Iteration 15Q: 3 clusters Score -1.164747e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -11648055.000000 Penalty: 3784.735107
	Iteration 16Q: 3 clusters Score -1.164806e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -11648424.000000 Penalty: 3784.735107
	Iteration 17Q: 3 clusters Score -1.164842e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -11648641.000000 Penalty: 3784.735107
	Iteration 18Q: 3 clusters Score -1.164864e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -11648792.000000 Penalty: 3784.735107
	Iteration 19Q: 3 clusters Score -1.164879e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -11648908.000000 Penalty: 3784.735107
	Iteration 20F: 3 clusters Score -1.164891e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -11648991.000000 Penalty: 3784.735107
	Iteration 21Q: 3 clusters Score -1.164899e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -11649066.000000 Penalty: 3784.735107
	Iteration 22Q: 3 clusters Score -1.164907e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -11649082.000000 Penalty: 3784.735107
	Iteration 23Q: 3 clusters Score -1.164908e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 111246 members 
Entering Unmasked Estep 
Score: -11649123.000000 Penalty: 3784.735107
	Iteration 24Q: 3 clusters Score -1.164912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -11649150.000000 Penalty: 3784.735107
	Iteration 25Q: 3 clusters Score -1.164915e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -11649164.000000 Penalty: 3784.735107
	Iteration 26Q: 3 clusters Score -1.164916e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -11649173.000000 Penalty: 3784.735107
	Iteration 27Q: 3 clusters Score -1.164917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 111274 members 
Entering Unmasked Estep 
Score: -11649202.000000 Penalty: 3784.735107
	Iteration 28Q: 3 clusters Score -1.16492e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -11649228.000000 Penalty: 3784.735107
	Iteration 29Q: 3 clusters Score -1.164923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -11649226.000000 Penalty: 3784.735107
	Iteration 30Q: 3 clusters Score -1.164923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -11649231.000000 Penalty: 3784.735107
	Iteration 31Q: 3 clusters Score -1.164923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -11649238.000000 Penalty: 3784.735107
	Iteration 32Q: 3 clusters Score -1.164924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -11649226.000000 Penalty: 3784.735107
	Iteration 33Q: 3 clusters Score -1.164923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -11649239.000000 Penalty: 3784.735107
	Iteration 34Q: 3 clusters Score -1.164924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -11649238.000000 Penalty: 3784.735107
	Iteration 35Q: 3 clusters Score -1.164924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -11649251.000000 Penalty: 3784.735107
	Iteration 36Q: 3 clusters Score -1.164925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -11649252.000000 Penalty: 3784.735107
	Iteration 37Q: 3 clusters Score -1.164925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -11649252.000000 Penalty: 3784.735107
	Iteration 38Q: 3 clusters Score -1.164925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -11649263.000000 Penalty: 3784.735107
	Iteration 39Q: 3 clusters Score -1.164926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -11649260.000000 Penalty: 3784.735107
	Iteration 40F: 3 clusters Score -1.164926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -11649268.000000 Penalty: 3784.735107
	Iteration 41Q: 3 clusters Score -1.164927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -11649265.000000 Penalty: 3784.735107
	Iteration 42Q: 3 clusters Score -1.164926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 111212 members 
Entering Unmasked Estep 
Score: -11649284.000000 Penalty: 3784.735107
	Iteration 43Q: 3 clusters Score -1.164928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -11649286.000000 Penalty: 3784.735107
	Iteration 44Q: 3 clusters Score -1.164929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -11649282.000000 Penalty: 3784.735107
	Iteration 45Q: 3 clusters Score -1.164928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -11649276.000000 Penalty: 3784.735107
	Iteration 46Q: 3 clusters Score -1.164928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -11649291.000000 Penalty: 3784.735107
	Iteration 47Q: 3 clusters Score -1.164929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -11649292.000000 Penalty: 3784.735107
	Iteration 48Q: 3 clusters Score -1.164929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -11649300.000000 Penalty: 3784.735107
	Iteration 49Q: 3 clusters Score -1.16493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 111172 members 
Entering Unmasked Estep 
Score: -11649294.000000 Penalty: 3784.735107
	Iteration 50Q: 3 clusters Score -1.164929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -11649285.000000 Penalty: 3784.735107
	Iteration 51Q: 3 clusters Score -1.164928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -11649281.000000 Penalty: 3784.735107
	Iteration 52Q: 3 clusters Score -1.164928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -11649286.000000 Penalty: 3784.735107
	Iteration 53Q: 3 clusters Score -1.164929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -11649279.000000 Penalty: 3784.735107
	Iteration 54Q: 3 clusters Score -1.164928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -11649285.000000 Penalty: 3784.735107
	Iteration 55Q: 3 clusters Score -1.164928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -11649296.000000 Penalty: 3784.735107
	Iteration 56Q: 3 clusters Score -1.16493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -11649306.000000 Penalty: 3784.735107
	Iteration 57Q: 3 clusters Score -1.164931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 111163 members 
Entering Unmasked Estep 
Score: -11649305.000000 Penalty: 3784.735107
	Iteration 58Q: 3 clusters Score -1.16493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -11649305.000000 Penalty: 3784.735107
	Iteration 59Q: 3 clusters Score -1.16493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -11649301.000000 Penalty: 3784.735107
	Iteration 60F: 3 clusters Score -1.16493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -11649306.000000 Penalty: 3784.735107
	Iteration 61Q: 3 clusters Score -1.164931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -11649293.000000 Penalty: 3784.735107
	Iteration 62Q: 3 clusters Score -1.164929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -11649297.000000 Penalty: 3784.735107
	Iteration 63Q: 3 clusters Score -1.16493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 111137 members 
Entering Unmasked Estep 
Score: -11649297.000000 Penalty: 3784.735107
	Iteration 64Q: 3 clusters Score -1.16493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -11649303.000000 Penalty: 3784.735107
	Iteration 65Q: 3 clusters Score -1.16493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -11649306.000000 Penalty: 3784.735107
	Iteration 66Q: 3 clusters Score -1.164931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -11649307.000000 Penalty: 3784.735107
	Iteration 67Q: 3 clusters Score -1.164931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 111127 members 
Entering Unmasked Estep 
Score: -11649304.000000 Penalty: 3784.735107
	Iteration 68Q: 3 clusters Score -1.16493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 111127 members 
Entering Unmasked Estep 
Score: -11649309.000000 Penalty: 3784.735107
	Iteration 69Q: 3 clusters Score -1.164931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 111126 members 
Entering Unmasked Estep 
Score: -11649308.000000 Penalty: 3784.735107
	Iteration 70Q: 3 clusters Score -1.164931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -11649305.000000 Penalty: 3784.735107
	Iteration 71Q: 3 clusters Score -1.16493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 111124 members 
Entering Unmasked Estep 
Score: -11649309.000000 Penalty: 3784.735107
	Iteration 72Q: 3 clusters Score -1.164931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -11649304.000000 Penalty: 3784.735107
	Iteration 73Q: 3 clusters Score -1.16493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -11649310.000000 Penalty: 3784.735107
	Iteration 74Q: 3 clusters Score -1.164931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 111121 members 
Entering Unmasked Estep 
Score: -11649306.000000 Penalty: 3784.735107
	Iteration 75Q: 3 clusters Score -1.164931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -11649310.000000 Penalty: 3784.735107
	Iteration 76Q: 3 clusters Score -1.164931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 111115 members 
Entering Unmasked Estep 
Score: -11649309.000000 Penalty: 3784.735107
	Iteration 77Q: 3 clusters Score -1.164931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -11649318.000000 Penalty: 3784.735107
	Iteration 78Q: 3 clusters Score -1.164932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -11649310.000000 Penalty: 3784.735107
	Iteration 79Q: 3 clusters Score -1.164931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 111106 members 
Entering Unmasked Estep 
Score: -11649320.000000 Penalty: 3784.735107
	Iteration 80F: 3 clusters Score -1.164932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -11649321.000000 Penalty: 3784.735107
	Iteration 81Q: 3 clusters Score -1.164932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -11649322.000000 Penalty: 3784.735107
	Iteration 82Q: 3 clusters Score -1.164932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -11649319.000000 Penalty: 3784.735107
	Iteration 83Q: 3 clusters Score -1.164932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -11649324.000000 Penalty: 3784.735107
	Iteration 84Q: 3 clusters Score -1.164932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -11649324.000000 Penalty: 3784.735107
	Iteration 85F: 3 clusters Score -1.164932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -197580.375000 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -197580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -195525.015625 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -195525 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195998.484375 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -195998.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196117.453125 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -196117.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196200.953125 Penalty: 2470.942627
	Iteration 3F: 3 clusters Score -196201 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196270.390625 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -196270.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -196324.546875 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -196324.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -196371.578125 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -196371.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196405.671875 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -196405.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196427.984375 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -196428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -196462.390625 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -196462.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196499.531250 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -196499.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -196527.953125 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -196528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -196547.125000 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -196547.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -196570.312500 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -196570.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196592.812500 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -196592.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196609.328125 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -196609.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -196618.109375 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -196618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -196622.140625 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -196622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -196627.515625 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -196627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196631.015625 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -196631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196636.234375 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -196636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196642.093750 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -196642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -196647.156250 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -196647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196648.515625 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -196648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196649.078125 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -196649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196650.484375 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -196650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196651.734375 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -196651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -196652.187500 Penalty: 2470.942627
	Iteration 27Q: 3 clusters Score -196652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196652.703125 Penalty: 2470.942627
	Iteration 28Q: 3 clusters Score -196652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196652.703125 Penalty: 2470.942627
	Iteration 29F: 3 clusters Score -196652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -1030440.812500 Penalty: 1498.297363
	Iteration 0F: 2 clusters Score -1030441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1023114.312500 Penalty: 2996.594727
	Iteration 0F: 3 clusters Score -1023114 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1025520.500000 Penalty: 2996.594727
	Iteration 1F: 3 clusters Score -1025520 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1025834.562500 Penalty: 2996.594727
	Iteration 2F: 3 clusters Score -1025835 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1026133.312500 Penalty: 2996.594727
	Iteration 3F: 3 clusters Score -1026133 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1026431.812500 Penalty: 2996.594727
	Iteration 4F: 3 clusters Score -1026432 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1026757.562500 Penalty: 2996.594727
	Iteration 5F: 3 clusters Score -1026758 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1027095.625000 Penalty: 2996.594727
	Iteration 6F: 3 clusters Score -1027096 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1027443.750000 Penalty: 2996.594727
	Iteration 7F: 3 clusters Score -1027444 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1027846.812500 Penalty: 2996.594727
	Iteration 8Q: 3 clusters Score -1027847 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1028205.500000 Penalty: 2996.594727
	Iteration 9Q: 3 clusters Score -1028206 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1028509.812500 Penalty: 2996.594727
	Iteration 10Q: 3 clusters Score -1028510 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1028716.937500 Penalty: 2996.594727
	Iteration 11Q: 3 clusters Score -1028717 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1028852.687500 Penalty: 2996.594727
	Iteration 12Q: 3 clusters Score -1028853 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1028927.875000 Penalty: 2996.594727
	Iteration 13Q: 3 clusters Score -1028928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1028973.500000 Penalty: 2996.594727
	Iteration 14Q: 3 clusters Score -1028974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1029010.625000 Penalty: 2996.594727
	Iteration 15Q: 3 clusters Score -1029011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1029045.687500 Penalty: 2996.594727
	Iteration 16Q: 3 clusters Score -1029046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1029073.312500 Penalty: 2996.594727
	Iteration 17Q: 3 clusters Score -1029073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1029091.875000 Penalty: 2996.594727
	Iteration 18Q: 3 clusters Score -1029092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1029101.562500 Penalty: 2996.594727
	Iteration 19Q: 3 clusters Score -1029102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1029110.000000 Penalty: 2996.594727
	Iteration 20F: 3 clusters Score -1029110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1029113.250000 Penalty: 2996.594727
	Iteration 21Q: 3 clusters Score -1029113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1029117.562500 Penalty: 2996.594727
	Iteration 22Q: 3 clusters Score -1029118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1029120.750000 Penalty: 2996.594727
	Iteration 23Q: 3 clusters Score -1029121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1029123.875000 Penalty: 2996.594727
	Iteration 24Q: 3 clusters Score -1029124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1029129.375000 Penalty: 2996.594727
	Iteration 25Q: 3 clusters Score -1029129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1029136.500000 Penalty: 2996.594727
	Iteration 26Q: 3 clusters Score -1029136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1029138.312500 Penalty: 2996.594727
	Iteration 27Q: 3 clusters Score -1029138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1029142.125000 Penalty: 2996.594727
	Iteration 28Q: 3 clusters Score -1029142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1029142.500000 Penalty: 2996.594727
	Iteration 29Q: 3 clusters Score -1029142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1029143.312500 Penalty: 2996.594727
	Iteration 30Q: 3 clusters Score -1029143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1029146.125000 Penalty: 2996.594727
	Iteration 31Q: 3 clusters Score -1029146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1029151.812500 Penalty: 2996.594727
	Iteration 32Q: 3 clusters Score -1029152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1029159.875000 Penalty: 2996.594727
	Iteration 33Q: 3 clusters Score -1029160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1029161.187500 Penalty: 2996.594727
	Iteration 34Q: 3 clusters Score -1029161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1029165.312500 Penalty: 2996.594727
	Iteration 35Q: 3 clusters Score -1029165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1029169.375000 Penalty: 2996.594727
	Iteration 36Q: 3 clusters Score -1029169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1029168.625000 Penalty: 2996.594727
	Iteration 37Q: 3 clusters Score -1029169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1029171.125000 Penalty: 2996.594727
	Iteration 38Q: 3 clusters Score -1029171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1029170.250000 Penalty: 2996.594727
	Iteration 39Q: 3 clusters Score -1029170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1029171.187500 Penalty: 2996.594727
	Iteration 40F: 3 clusters Score -1029171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1029171.687500 Penalty: 2996.594727
	Iteration 41Q: 3 clusters Score -1029172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1029171.687500 Penalty: 2996.594727
	Iteration 42F: 3 clusters Score -1029172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Entering Unmasked Estep 
Score: -908120.500000 Penalty: 1480.513306
	Iteration 0F: 2 clusters Score -908120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -901549.375000 Penalty: 2961.026611
	Iteration 0F: 3 clusters Score -901549.4 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -903729.125000 Penalty: 2961.026611
	Iteration 1F: 3 clusters Score -903729.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -904019.937500 Penalty: 2961.026611
	Iteration 2F: 3 clusters Score -904019.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -904275.437500 Penalty: 2961.026611
	Iteration 3F: 3 clusters Score -904275.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -904508.000000 Penalty: 2961.026611
	Iteration 4F: 3 clusters Score -904508 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -904722.500000 Penalty: 2961.026611
	Iteration 5Q: 3 clusters Score -904722.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -904942.437500 Penalty: 2961.026611
	Iteration 6Q: 3 clusters Score -904942.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -905172.875000 Penalty: 2961.026611
	Iteration 7Q: 3 clusters Score -905172.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -905429.250000 Penalty: 2961.026611
	Iteration 8Q: 3 clusters Score -905429.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -905731.187500 Penalty: 2961.026611
	Iteration 9Q: 3 clusters Score -905731.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -906000.125000 Penalty: 2961.026611
	Iteration 10Q: 3 clusters Score -906000.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -906224.062500 Penalty: 2961.026611
	Iteration 11Q: 3 clusters Score -906224.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -906433.500000 Penalty: 2961.026611
	Iteration 12Q: 3 clusters Score -906433.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -906608.812500 Penalty: 2961.026611
	Iteration 13Q: 3 clusters Score -906608.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -906720.312500 Penalty: 2961.026611
	Iteration 14Q: 3 clusters Score -906720.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -906831.687500 Penalty: 2961.026611
	Iteration 15Q: 3 clusters Score -906831.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -906901.625000 Penalty: 2961.026611
	Iteration 16Q: 3 clusters Score -906901.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -906960.625000 Penalty: 2961.026611
	Iteration 17Q: 3 clusters Score -906960.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -907011.562500 Penalty: 2961.026611
	Iteration 18Q: 3 clusters Score -907011.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -907062.250000 Penalty: 2961.026611
	Iteration 19Q: 3 clusters Score -907062.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -907102.187500 Penalty: 2961.026611
	Iteration 20F: 3 clusters Score -907102.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -907133.187500 Penalty: 2961.026611
	Iteration 21Q: 3 clusters Score -907133.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -907163.812500 Penalty: 2961.026611
	Iteration 22Q: 3 clusters Score -907163.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -907183.750000 Penalty: 2961.026611
	Iteration 23Q: 3 clusters Score -907183.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -907202.000000 Penalty: 2961.026611
	Iteration 24Q: 3 clusters Score -907202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -907223.187500 Penalty: 2961.026611
	Iteration 25Q: 3 clusters Score -907223.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -907243.875000 Penalty: 2961.026611
	Iteration 26Q: 3 clusters Score -907243.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -907258.062500 Penalty: 2961.026611
	Iteration 27Q: 3 clusters Score -907258.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -907268.562500 Penalty: 2961.026611
	Iteration 28Q: 3 clusters Score -907268.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -907280.187500 Penalty: 2961.026611
	Iteration 29Q: 3 clusters Score -907280.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -907287.937500 Penalty: 2961.026611
	Iteration 30Q: 3 clusters Score -907287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -907294.750000 Penalty: 2961.026611
	Iteration 31Q: 3 clusters Score -907294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -907298.062500 Penalty: 2961.026611
	Iteration 32Q: 3 clusters Score -907298.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -907299.375000 Penalty: 2961.026611
	Iteration 33Q: 3 clusters Score -907299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -907299.000000 Penalty: 2961.026611
	Iteration 34Q: 3 clusters Score -907299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -907300.250000 Penalty: 2961.026611
	Iteration 35Q: 3 clusters Score -907300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -907303.500000 Penalty: 2961.026611
	Iteration 36Q: 3 clusters Score -907303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -907306.250000 Penalty: 2961.026611
	Iteration 37Q: 3 clusters Score -907306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -907309.250000 Penalty: 2961.026611
	Iteration 38Q: 3 clusters Score -907309.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -907308.875000 Penalty: 2961.026611
	Iteration 39Q: 3 clusters Score -907308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -907308.875000 Penalty: 2961.026611
	Iteration 40F: 3 clusters Score -907308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -907310.812500 Penalty: 2961.026611
	Iteration 41Q: 3 clusters Score -907310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -907311.750000 Penalty: 2961.026611
	Iteration 42Q: 3 clusters Score -907311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -907315.000000 Penalty: 2961.026611
	Iteration 43Q: 3 clusters Score -907315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -907313.812500 Penalty: 2961.026611
	Iteration 44Q: 3 clusters Score -907313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -907313.312500 Penalty: 2961.026611
	Iteration 45Q: 3 clusters Score -907313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -907313.312500 Penalty: 2961.026611
	Iteration 46F: 3 clusters Score -907313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -97391.164062 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -97391.16 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 518 members 
Entering Unmasked Estep 
Score: -95916.710938 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -95916.71 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96196.093750 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -96196.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96265.140625 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -96265.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96301.867188 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -96301.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96326.234375 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -96326.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96350.406250 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -96350.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96370.109375 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -96370.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96384.585938 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -96384.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -96394.382812 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -96394.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -96401.820312 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -96401.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96405.664062 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -96405.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96408.640625 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -96408.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96408.835938 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -96408.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96408.835938 Penalty: 2248.897217
	Iteration 13F: 3 clusters Score -96408.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -533674.000000 Penalty: 1390.510986
	Iteration 0F: 2 clusters Score -533674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -529559.312500 Penalty: 2781.021973
	Iteration 0F: 3 clusters Score -529559.3 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -530810.750000 Penalty: 2781.021973
	Iteration 1F: 3 clusters Score -530810.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -531148.687500 Penalty: 2781.021973
	Iteration 2F: 3 clusters Score -531148.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -531451.125000 Penalty: 2781.021973
	Iteration 3F: 3 clusters Score -531451.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -531736.687500 Penalty: 2781.021973
	Iteration 4F: 3 clusters Score -531736.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -531964.562500 Penalty: 2781.021973
	Iteration 5F: 3 clusters Score -531964.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -532117.437500 Penalty: 2781.021973
	Iteration 6Q: 3 clusters Score -532117.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -532219.500000 Penalty: 2781.021973
	Iteration 7Q: 3 clusters Score -532219.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -532295.437500 Penalty: 2781.021973
	Iteration 8Q: 3 clusters Score -532295.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -532346.937500 Penalty: 2781.021973
	Iteration 9Q: 3 clusters Score -532346.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -532385.437500 Penalty: 2781.021973
	Iteration 10Q: 3 clusters Score -532385.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -532413.062500 Penalty: 2781.021973
	Iteration 11Q: 3 clusters Score -532413.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -532427.125000 Penalty: 2781.021973
	Iteration 12Q: 3 clusters Score -532427.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -532437.000000 Penalty: 2781.021973
	Iteration 13Q: 3 clusters Score -532437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -532443.812500 Penalty: 2781.021973
	Iteration 14Q: 3 clusters Score -532443.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -532448.875000 Penalty: 2781.021973
	Iteration 15Q: 3 clusters Score -532448.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -532456.812500 Penalty: 2781.021973
	Iteration 16Q: 3 clusters Score -532456.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -532459.937500 Penalty: 2781.021973
	Iteration 17Q: 3 clusters Score -532459.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -532465.875000 Penalty: 2781.021973
	Iteration 18Q: 3 clusters Score -532465.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -532470.125000 Penalty: 2781.021973
	Iteration 19Q: 3 clusters Score -532470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -532475.062500 Penalty: 2781.021973
	Iteration 20F: 3 clusters Score -532475.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -532483.062500 Penalty: 2781.021973
	Iteration 21Q: 3 clusters Score -532483.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -532490.062500 Penalty: 2781.021973
	Iteration 22Q: 3 clusters Score -532490.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -532492.437500 Penalty: 2781.021973
	Iteration 23Q: 3 clusters Score -532492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -532494.250000 Penalty: 2781.021973
	Iteration 24Q: 3 clusters Score -532494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -532495.562500 Penalty: 2781.021973
	Iteration 25Q: 3 clusters Score -532495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -532498.000000 Penalty: 2781.021973
	Iteration 26Q: 3 clusters Score -532498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -532498.437500 Penalty: 2781.021973
	Iteration 27Q: 3 clusters Score -532498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -532499.062500 Penalty: 2781.021973
	Iteration 28Q: 3 clusters Score -532499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -532499.312500 Penalty: 2781.021973
	Iteration 29Q: 3 clusters Score -532499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -532500.187500 Penalty: 2781.021973
	Iteration 30Q: 3 clusters Score -532500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -532501.125000 Penalty: 2781.021973
	Iteration 31Q: 3 clusters Score -532501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -532501.500000 Penalty: 2781.021973
	Iteration 32Q: 3 clusters Score -532501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -532504.000000 Penalty: 2781.021973
	Iteration 33Q: 3 clusters Score -532504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -532504.125000 Penalty: 2781.021973
	Iteration 34Q: 3 clusters Score -532504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -532504.375000 Penalty: 2781.021973
	Iteration 35Q: 3 clusters Score -532504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -532505.625000 Penalty: 2781.021973
	Iteration 36Q: 3 clusters Score -532505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -532505.937500 Penalty: 2781.021973
	Iteration 37Q: 3 clusters Score -532505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -532506.687500 Penalty: 2781.021973
	Iteration 38Q: 3 clusters Score -532506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -532508.937500 Penalty: 2781.021973
	Iteration 39Q: 3 clusters Score -532508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -532508.125000 Penalty: 2781.021973
	Iteration 40F: 3 clusters Score -532508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -809846.375000 Penalty: 1455.971680
	Iteration 0F: 2 clusters Score -809846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -804103.312500 Penalty: 2911.943359
	Iteration 0F: 3 clusters Score -804103.3 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -805873.437500 Penalty: 2911.943359
	Iteration 1F: 3 clusters Score -805873.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -806144.437500 Penalty: 2911.943359
	Iteration 2F: 3 clusters Score -806144.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -806412.250000 Penalty: 2911.943359
	Iteration 3F: 3 clusters Score -806412.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -806716.812500 Penalty: 2911.943359
	Iteration 4F: 3 clusters Score -806716.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -807020.375000 Penalty: 2911.943359
	Iteration 5F: 3 clusters Score -807020.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -807322.875000 Penalty: 2911.943359
	Iteration 6F: 3 clusters Score -807322.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -807593.312500 Penalty: 2911.943359
	Iteration 7Q: 3 clusters Score -807593.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -807837.000000 Penalty: 2911.943359
	Iteration 8Q: 3 clusters Score -807837 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -808038.125000 Penalty: 2911.943359
	Iteration 9Q: 3 clusters Score -808038.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -808209.187500 Penalty: 2911.943359
	Iteration 10Q: 3 clusters Score -808209.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -808335.500000 Penalty: 2911.943359
	Iteration 11Q: 3 clusters Score -808335.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -808409.937500 Penalty: 2911.943359
	Iteration 12Q: 3 clusters Score -808409.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -808466.687500 Penalty: 2911.943359
	Iteration 13Q: 3 clusters Score -808466.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -808516.062500 Penalty: 2911.943359
	Iteration 14Q: 3 clusters Score -808516.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -808538.125000 Penalty: 2911.943359
	Iteration 15Q: 3 clusters Score -808538.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -808553.437500 Penalty: 2911.943359
	Iteration 16Q: 3 clusters Score -808553.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -808568.312500 Penalty: 2911.943359
	Iteration 17Q: 3 clusters Score -808568.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -808588.125000 Penalty: 2911.943359
	Iteration 18Q: 3 clusters Score -808588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -808597.812500 Penalty: 2911.943359
	Iteration 19Q: 3 clusters Score -808597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -808605.187500 Penalty: 2911.943359
	Iteration 20F: 3 clusters Score -808605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -808609.562500 Penalty: 2911.943359
	Iteration 21Q: 3 clusters Score -808609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -808613.312500 Penalty: 2911.943359
	Iteration 22Q: 3 clusters Score -808613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -808617.375000 Penalty: 2911.943359
	Iteration 23Q: 3 clusters Score -808617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -808618.375000 Penalty: 2911.943359
	Iteration 24Q: 3 clusters Score -808618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -808620.187500 Penalty: 2911.943359
	Iteration 25Q: 3 clusters Score -808620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -808624.812500 Penalty: 2911.943359
	Iteration 26Q: 3 clusters Score -808624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -808627.062500 Penalty: 2911.943359
	Iteration 27Q: 3 clusters Score -808627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -808628.437500 Penalty: 2911.943359
	Iteration 28Q: 3 clusters Score -808628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -808628.500000 Penalty: 2911.943359
	Iteration 29Q: 3 clusters Score -808628.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -808628.500000 Penalty: 2911.943359
	Iteration 30F: 3 clusters Score -808628.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -750799.937500 Penalty: 1445.606689
	Iteration 0F: 2 clusters Score -750799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -745399.437500 Penalty: 2891.213379
	Iteration 0F: 3 clusters Score -745399.4 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -746980.625000 Penalty: 2891.213379
	Iteration 1F: 3 clusters Score -746980.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -747176.937500 Penalty: 2891.213379
	Iteration 2F: 3 clusters Score -747176.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -747306.437500 Penalty: 2891.213379
	Iteration 3Q: 3 clusters Score -747306.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -747419.937500 Penalty: 2891.213379
	Iteration 4Q: 3 clusters Score -747419.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -747503.125000 Penalty: 2891.213379
	Iteration 5Q: 3 clusters Score -747503.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -747562.062500 Penalty: 2891.213379
	Iteration 6Q: 3 clusters Score -747562.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -747616.250000 Penalty: 2891.213379
	Iteration 7Q: 3 clusters Score -747616.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -747662.062500 Penalty: 2891.213379
	Iteration 8Q: 3 clusters Score -747662.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -747713.687500 Penalty: 2891.213379
	Iteration 9Q: 3 clusters Score -747713.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -747761.125000 Penalty: 2891.213379
	Iteration 10Q: 3 clusters Score -747761.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -747818.562500 Penalty: 2891.213379
	Iteration 11Q: 3 clusters Score -747818.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -747885.875000 Penalty: 2891.213379
	Iteration 12Q: 3 clusters Score -747885.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -747961.500000 Penalty: 2891.213379
	Iteration 13Q: 3 clusters Score -747961.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -748057.437500 Penalty: 2891.213379
	Iteration 14Q: 3 clusters Score -748057.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -748174.500000 Penalty: 2891.213379
	Iteration 15Q: 3 clusters Score -748174.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -748312.937500 Penalty: 2891.213379
	Iteration 16Q: 3 clusters Score -748312.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -748484.625000 Penalty: 2891.213379
	Iteration 17Q: 3 clusters Score -748484.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -748677.250000 Penalty: 2891.213379
	Iteration 18Q: 3 clusters Score -748677.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -748870.062500 Penalty: 2891.213379
	Iteration 19Q: 3 clusters Score -748870.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -749037.625000 Penalty: 2891.213379
	Iteration 20F: 3 clusters Score -749037.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -749174.750000 Penalty: 2891.213379
	Iteration 21Q: 3 clusters Score -749174.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -749264.375000 Penalty: 2891.213379
	Iteration 22Q: 3 clusters Score -749264.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -749328.125000 Penalty: 2891.213379
	Iteration 23Q: 3 clusters Score -749328.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -749381.125000 Penalty: 2891.213379
	Iteration 24Q: 3 clusters Score -749381.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -749432.187500 Penalty: 2891.213379
	Iteration 25Q: 3 clusters Score -749432.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -749474.687500 Penalty: 2891.213379
	Iteration 26Q: 3 clusters Score -749474.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -749495.875000 Penalty: 2891.213379
	Iteration 27Q: 3 clusters Score -749495.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -749501.812500 Penalty: 2891.213379
	Iteration 28Q: 3 clusters Score -749501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -749507.437500 Penalty: 2891.213379
	Iteration 29Q: 3 clusters Score -749507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -749512.000000 Penalty: 2891.213379
	Iteration 30Q: 3 clusters Score -749512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -749514.375000 Penalty: 2891.213379
	Iteration 31Q: 3 clusters Score -749514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -749516.250000 Penalty: 2891.213379
	Iteration 32Q: 3 clusters Score -749516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -749517.500000 Penalty: 2891.213379
	Iteration 33Q: 3 clusters Score -749517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -749518.937500 Penalty: 2891.213379
	Iteration 34Q: 3 clusters Score -749518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -749520.500000 Penalty: 2891.213379
	Iteration 35Q: 3 clusters Score -749520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -749522.312500 Penalty: 2891.213379
	Iteration 36Q: 3 clusters Score -749522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -749524.187500 Penalty: 2891.213379
	Iteration 37Q: 3 clusters Score -749524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -749527.500000 Penalty: 2891.213379
	Iteration 38Q: 3 clusters Score -749527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -749529.062500 Penalty: 2891.213379
	Iteration 39Q: 3 clusters Score -749529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -749531.250000 Penalty: 2891.213379
	Iteration 40F: 3 clusters Score -749531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -749532.750000 Penalty: 2891.213379
	Iteration 41Q: 3 clusters Score -749532.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -749532.750000 Penalty: 2891.213379
	Iteration 42F: 3 clusters Score -749532.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -464864.593750 Penalty: 1380.462280
	Iteration 0F: 2 clusters Score -464864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -460961.187500 Penalty: 2760.924561
	Iteration 0F: 3 clusters Score -460961.2 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -462056.406250 Penalty: 2760.924561
	Iteration 1F: 3 clusters Score -462056.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -462297.937500 Penalty: 2760.924561
	Iteration 2F: 3 clusters Score -462297.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -462486.312500 Penalty: 2760.924561
	Iteration 3F: 3 clusters Score -462486.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -462630.375000 Penalty: 2760.924561
	Iteration 4Q: 3 clusters Score -462630.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -462738.343750 Penalty: 2760.924561
	Iteration 5Q: 3 clusters Score -462738.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -462837.312500 Penalty: 2760.924561
	Iteration 6Q: 3 clusters Score -462837.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -462935.531250 Penalty: 2760.924561
	Iteration 7Q: 3 clusters Score -462935.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -463035.375000 Penalty: 2760.924561
	Iteration 8Q: 3 clusters Score -463035.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -463133.156250 Penalty: 2760.924561
	Iteration 9Q: 3 clusters Score -463133.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -463232.125000 Penalty: 2760.924561
	Iteration 10Q: 3 clusters Score -463232.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -463311.125000 Penalty: 2760.924561
	Iteration 11Q: 3 clusters Score -463311.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -463378.187500 Penalty: 2760.924561
	Iteration 12Q: 3 clusters Score -463378.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -463427.812500 Penalty: 2760.924561
	Iteration 13Q: 3 clusters Score -463427.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -463464.875000 Penalty: 2760.924561
	Iteration 14Q: 3 clusters Score -463464.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -463493.531250 Penalty: 2760.924561
	Iteration 15Q: 3 clusters Score -463493.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -463522.375000 Penalty: 2760.924561
	Iteration 16Q: 3 clusters Score -463522.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -463547.968750 Penalty: 2760.924561
	Iteration 17Q: 3 clusters Score -463548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -463569.625000 Penalty: 2760.924561
	Iteration 18Q: 3 clusters Score -463569.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -463598.062500 Penalty: 2760.924561
	Iteration 19Q: 3 clusters Score -463598.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -463618.312500 Penalty: 2760.924561
	Iteration 20F: 3 clusters Score -463618.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -463632.500000 Penalty: 2760.924561
	Iteration 21Q: 3 clusters Score -463632.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -463645.343750 Penalty: 2760.924561
	Iteration 22Q: 3 clusters Score -463645.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -463657.125000 Penalty: 2760.924561
	Iteration 23Q: 3 clusters Score -463657.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -463668.562500 Penalty: 2760.924561
	Iteration 24Q: 3 clusters Score -463668.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -463679.875000 Penalty: 2760.924561
	Iteration 25Q: 3 clusters Score -463679.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -463688.375000 Penalty: 2760.924561
	Iteration 26Q: 3 clusters Score -463688.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -463697.750000 Penalty: 2760.924561
	Iteration 27Q: 3 clusters Score -463697.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -463705.875000 Penalty: 2760.924561
	Iteration 28Q: 3 clusters Score -463705.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -463713.437500 Penalty: 2760.924561
	Iteration 29Q: 3 clusters Score -463713.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -463717.843750 Penalty: 2760.924561
	Iteration 30Q: 3 clusters Score -463717.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -463725.437500 Penalty: 2760.924561
	Iteration 31Q: 3 clusters Score -463725.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -463731.062500 Penalty: 2760.924561
	Iteration 32Q: 3 clusters Score -463731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -463735.875000 Penalty: 2760.924561
	Iteration 33Q: 3 clusters Score -463735.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -463743.250000 Penalty: 2760.924561
	Iteration 34Q: 3 clusters Score -463743.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -463747.375000 Penalty: 2760.924561
	Iteration 35Q: 3 clusters Score -463747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -463749.750000 Penalty: 2760.924561
	Iteration 36Q: 3 clusters Score -463749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -463750.531250 Penalty: 2760.924561
	Iteration 37Q: 3 clusters Score -463750.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -463752.906250 Penalty: 2760.924561
	Iteration 38Q: 3 clusters Score -463752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -463755.687500 Penalty: 2760.924561
	Iteration 39Q: 3 clusters Score -463755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -463762.031250 Penalty: 2760.924561
	Iteration 40F: 3 clusters Score -463762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -463770.375000 Penalty: 2760.924561
	Iteration 41Q: 3 clusters Score -463770.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -463776.156250 Penalty: 2760.924561
	Iteration 42Q: 3 clusters Score -463776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -463782.812500 Penalty: 2760.924561
	Iteration 43Q: 3 clusters Score -463782.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -463791.906250 Penalty: 2760.924561
	Iteration 44Q: 3 clusters Score -463791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -463801.781250 Penalty: 2760.924561
	Iteration 45Q: 3 clusters Score -463801.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -463811.843750 Penalty: 2760.924561
	Iteration 46Q: 3 clusters Score -463811.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -463821.562500 Penalty: 2760.924561
	Iteration 47Q: 3 clusters Score -463821.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -463828.562500 Penalty: 2760.924561
	Iteration 48Q: 3 clusters Score -463828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -463833.875000 Penalty: 2760.924561
	Iteration 49Q: 3 clusters Score -463833.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -463838.656250 Penalty: 2760.924561
	Iteration 50Q: 3 clusters Score -463838.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -463847.937500 Penalty: 2760.924561
	Iteration 51Q: 3 clusters Score -463847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -463851.031250 Penalty: 2760.924561
	Iteration 52Q: 3 clusters Score -463851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -463854.937500 Penalty: 2760.924561
	Iteration 53Q: 3 clusters Score -463854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -463857.968750 Penalty: 2760.924561
	Iteration 54Q: 3 clusters Score -463858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -463861.031250 Penalty: 2760.924561
	Iteration 55Q: 3 clusters Score -463861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -463864.000000 Penalty: 2760.924561
	Iteration 56Q: 3 clusters Score -463864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -463867.750000 Penalty: 2760.924561
	Iteration 57Q: 3 clusters Score -463867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -463870.218750 Penalty: 2760.924561
	Iteration 58Q: 3 clusters Score -463870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -463871.000000 Penalty: 2760.924561
	Iteration 59Q: 3 clusters Score -463871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -463875.250000 Penalty: 2760.924561
	Iteration 60F: 3 clusters Score -463875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -463877.281250 Penalty: 2760.924561
	Iteration 61Q: 3 clusters Score -463877.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -463879.968750 Penalty: 2760.924561
	Iteration 62Q: 3 clusters Score -463880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -463884.750000 Penalty: 2760.924561
	Iteration 63Q: 3 clusters Score -463884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -463890.625000 Penalty: 2760.924561
	Iteration 64Q: 3 clusters Score -463890.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -463900.343750 Penalty: 2760.924561
	Iteration 65Q: 3 clusters Score -463900.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -463911.062500 Penalty: 2760.924561
	Iteration 66Q: 3 clusters Score -463911.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -463921.218750 Penalty: 2760.924561
	Iteration 67Q: 3 clusters Score -463921.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -463929.500000 Penalty: 2760.924561
	Iteration 68Q: 3 clusters Score -463929.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -463935.968750 Penalty: 2760.924561
	Iteration 69Q: 3 clusters Score -463936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -463942.781250 Penalty: 2760.924561
	Iteration 70Q: 3 clusters Score -463942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -463950.406250 Penalty: 2760.924561
	Iteration 71Q: 3 clusters Score -463950.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -463957.781250 Penalty: 2760.924561
	Iteration 72Q: 3 clusters Score -463957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -463965.656250 Penalty: 2760.924561
	Iteration 73Q: 3 clusters Score -463965.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -463973.000000 Penalty: 2760.924561
	Iteration 74Q: 3 clusters Score -463973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -463981.125000 Penalty: 2760.924561
	Iteration 75Q: 3 clusters Score -463981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -463984.906250 Penalty: 2760.924561
	Iteration 76Q: 3 clusters Score -463984.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -463989.937500 Penalty: 2760.924561
	Iteration 77Q: 3 clusters Score -463989.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -463995.625000 Penalty: 2760.924561
	Iteration 78Q: 3 clusters Score -463995.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -464001.406250 Penalty: 2760.924561
	Iteration 79Q: 3 clusters Score -464001.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -464007.531250 Penalty: 2760.924561
	Iteration 80F: 3 clusters Score -464007.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -464012.906250 Penalty: 2760.924561
	Iteration 81Q: 3 clusters Score -464012.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -464018.937500 Penalty: 2760.924561
	Iteration 82Q: 3 clusters Score -464018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -464024.406250 Penalty: 2760.924561
	Iteration 83Q: 3 clusters Score -464024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -464026.656250 Penalty: 2760.924561
	Iteration 84Q: 3 clusters Score -464026.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -464031.656250 Penalty: 2760.924561
	Iteration 85Q: 3 clusters Score -464031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -464037.000000 Penalty: 2760.924561
	Iteration 86Q: 3 clusters Score -464037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -464041.218750 Penalty: 2760.924561
	Iteration 87Q: 3 clusters Score -464041.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -464045.968750 Penalty: 2760.924561
	Iteration 88Q: 3 clusters Score -464046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -464051.437500 Penalty: 2760.924561
	Iteration 89Q: 3 clusters Score -464051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -464055.187500 Penalty: 2760.924561
	Iteration 90Q: 3 clusters Score -464055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -464057.468750 Penalty: 2760.924561
	Iteration 91Q: 3 clusters Score -464057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -464058.468750 Penalty: 2760.924561
	Iteration 92Q: 3 clusters Score -464058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -464060.375000 Penalty: 2760.924561
	Iteration 93Q: 3 clusters Score -464060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -464062.093750 Penalty: 2760.924561
	Iteration 94Q: 3 clusters Score -464062.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -464068.187500 Penalty: 2760.924561
	Iteration 95Q: 3 clusters Score -464068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -464073.906250 Penalty: 2760.924561
	Iteration 96Q: 3 clusters Score -464073.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -464079.562500 Penalty: 2760.924561
	Iteration 97Q: 3 clusters Score -464079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -464087.000000 Penalty: 2760.924561
	Iteration 98Q: 3 clusters Score -464087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -464094.375000 Penalty: 2760.924561
	Iteration 99Q: 3 clusters Score -464094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -464099.406250 Penalty: 2760.924561
	Iteration 100F: 3 clusters Score -464099.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -464105.656250 Penalty: 2760.924561
	Iteration 101Q: 3 clusters Score -464105.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -464114.062500 Penalty: 2760.924561
	Iteration 102Q: 3 clusters Score -464114.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -464124.093750 Penalty: 2760.924561
	Iteration 103Q: 3 clusters Score -464124.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -464132.843750 Penalty: 2760.924561
	Iteration 104Q: 3 clusters Score -464132.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -464140.000000 Penalty: 2760.924561
	Iteration 105Q: 3 clusters Score -464140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -464142.093750 Penalty: 2760.924561
	Iteration 106Q: 3 clusters Score -464142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -464146.812500 Penalty: 2760.924561
	Iteration 107Q: 3 clusters Score -464146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -464153.718750 Penalty: 2760.924561
	Iteration 108Q: 3 clusters Score -464153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -464155.625000 Penalty: 2760.924561
	Iteration 109Q: 3 clusters Score -464155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -464157.000000 Penalty: 2760.924561
	Iteration 110Q: 3 clusters Score -464157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -464157.125000 Penalty: 2760.924561
	Iteration 111Q: 3 clusters Score -464157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -464156.968750 Penalty: 2760.924561
	Iteration 112Q: 3 clusters Score -464157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -464160.875000 Penalty: 2760.924561
	Iteration 113Q: 3 clusters Score -464160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -464159.781250 Penalty: 2760.924561
	Iteration 114Q: 3 clusters Score -464159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -464160.437500 Penalty: 2760.924561
	Iteration 115Q: 3 clusters Score -464160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -464161.281250 Penalty: 2760.924561
	Iteration 116Q: 3 clusters Score -464161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -464161.750000 Penalty: 2760.924561
	Iteration 117Q: 3 clusters Score -464161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -464161.281250 Penalty: 2760.924561
	Iteration 118Q: 3 clusters Score -464161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -464162.500000 Penalty: 2760.924561
	Iteration 119Q: 3 clusters Score -464162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -464162.750000 Penalty: 2760.924561
	Iteration 120F: 3 clusters Score -464162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -464162.500000 Penalty: 2760.924561
	Iteration 121Q: 3 clusters Score -464162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -464163.031250 Penalty: 2760.924561
	Iteration 122Q: 3 clusters Score -464163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -464163.406250 Penalty: 2760.924561
	Iteration 123Q: 3 clusters Score -464163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -464164.468750 Penalty: 2760.924561
	Iteration 124Q: 3 clusters Score -464164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -464163.843750 Penalty: 2760.924561
	Iteration 125Q: 3 clusters Score -464163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -464164.218750 Penalty: 2760.924561
	Iteration 126Q: 3 clusters Score -464164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -464164.875000 Penalty: 2760.924561
	Iteration 127Q: 3 clusters Score -464164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -464164.875000 Penalty: 2760.924561
	Iteration 128F: 3 clusters Score -464164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Entering Unmasked Estep 
Score: -873856.687500 Penalty: 1473.057373
	Iteration 0F: 2 clusters Score -873856.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -867552.062500 Penalty: 2946.114746
	Iteration 0F: 3 clusters Score -867552.1 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -869594.750000 Penalty: 2946.114746
	Iteration 1F: 3 clusters Score -869594.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -869816.750000 Penalty: 2946.114746
	Iteration 2F: 3 clusters Score -869816.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -869962.062500 Penalty: 2946.114746
	Iteration 3Q: 3 clusters Score -869962.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -870071.000000 Penalty: 2946.114746
	Iteration 4Q: 3 clusters Score -870071 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -870168.562500 Penalty: 2946.114746
	Iteration 5Q: 3 clusters Score -870168.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -870265.625000 Penalty: 2946.114746
	Iteration 6Q: 3 clusters Score -870265.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -870372.375000 Penalty: 2946.114746
	Iteration 7Q: 3 clusters Score -870372.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -870485.125000 Penalty: 2946.114746
	Iteration 8Q: 3 clusters Score -870485.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -870609.500000 Penalty: 2946.114746
	Iteration 9Q: 3 clusters Score -870609.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -870743.250000 Penalty: 2946.114746
	Iteration 10Q: 3 clusters Score -870743.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -870870.875000 Penalty: 2946.114746
	Iteration 11Q: 3 clusters Score -870870.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -871008.625000 Penalty: 2946.114746
	Iteration 12Q: 3 clusters Score -871008.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -871150.000000 Penalty: 2946.114746
	Iteration 13Q: 3 clusters Score -871150 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -871278.062500 Penalty: 2946.114746
	Iteration 14Q: 3 clusters Score -871278.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -871415.500000 Penalty: 2946.114746
	Iteration 15Q: 3 clusters Score -871415.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -871538.312500 Penalty: 2946.114746
	Iteration 16Q: 3 clusters Score -871538.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -871676.625000 Penalty: 2946.114746
	Iteration 17Q: 3 clusters Score -871676.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -871795.875000 Penalty: 2946.114746
	Iteration 18Q: 3 clusters Score -871795.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -871910.562500 Penalty: 2946.114746
	Iteration 19Q: 3 clusters Score -871910.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -872017.750000 Penalty: 2946.114746
	Iteration 20F: 3 clusters Score -872017.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -872112.437500 Penalty: 2946.114746
	Iteration 21Q: 3 clusters Score -872112.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -872197.750000 Penalty: 2946.114746
	Iteration 22Q: 3 clusters Score -872197.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -872280.062500 Penalty: 2946.114746
	Iteration 23Q: 3 clusters Score -872280.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -872346.187500 Penalty: 2946.114746
	Iteration 24Q: 3 clusters Score -872346.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -872401.375000 Penalty: 2946.114746
	Iteration 25Q: 3 clusters Score -872401.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -872441.875000 Penalty: 2946.114746
	Iteration 26Q: 3 clusters Score -872441.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -872468.750000 Penalty: 2946.114746
	Iteration 27Q: 3 clusters Score -872468.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -872493.000000 Penalty: 2946.114746
	Iteration 28Q: 3 clusters Score -872493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -872512.500000 Penalty: 2946.114746
	Iteration 29Q: 3 clusters Score -872512.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -872524.187500 Penalty: 2946.114746
	Iteration 30Q: 3 clusters Score -872524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -872536.437500 Penalty: 2946.114746
	Iteration 31Q: 3 clusters Score -872536.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -872547.937500 Penalty: 2946.114746
	Iteration 32Q: 3 clusters Score -872547.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -872557.937500 Penalty: 2946.114746
	Iteration 33Q: 3 clusters Score -872557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -872566.687500 Penalty: 2946.114746
	Iteration 34Q: 3 clusters Score -872566.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -872574.625000 Penalty: 2946.114746
	Iteration 35Q: 3 clusters Score -872574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -872578.250000 Penalty: 2946.114746
	Iteration 36Q: 3 clusters Score -872578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -872582.312500 Penalty: 2946.114746
	Iteration 37Q: 3 clusters Score -872582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -872583.687500 Penalty: 2946.114746
	Iteration 38Q: 3 clusters Score -872583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -872585.937500 Penalty: 2946.114746
	Iteration 39Q: 3 clusters Score -872585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -872585.812500 Penalty: 2946.114746
	Iteration 40F: 3 clusters Score -872585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -872588.312500 Penalty: 2946.114746
	Iteration 41Q: 3 clusters Score -872588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -872592.687500 Penalty: 2946.114746
	Iteration 42Q: 3 clusters Score -872592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -872593.562500 Penalty: 2946.114746
	Iteration 43Q: 3 clusters Score -872593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -872594.000000 Penalty: 2946.114746
	Iteration 44Q: 3 clusters Score -872594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -872594.562500 Penalty: 2946.114746
	Iteration 45Q: 3 clusters Score -872594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -872594.875000 Penalty: 2946.114746
	Iteration 46Q: 3 clusters Score -872594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -872595.187500 Penalty: 2946.114746
	Iteration 47Q: 3 clusters Score -872595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -872597.375000 Penalty: 2946.114746
	Iteration 48Q: 3 clusters Score -872597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -872598.250000 Penalty: 2946.114746
	Iteration 49Q: 3 clusters Score -872598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -872598.250000 Penalty: 2946.114746
	Iteration 50F: 3 clusters Score -872598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Entering Unmasked Estep 
Score: -4510487.000000 Penalty: 1734.808716
	Iteration 0F: 2 clusters Score -4510487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4481462.000000 Penalty: 3469.617432
	Iteration 0F: 3 clusters Score -4481462 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4493075.500000 Penalty: 3469.617432
	Iteration 1F: 3 clusters Score -4493076 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -4493713.000000 Penalty: 3469.617432
	Iteration 2Q: 3 clusters Score -4493713 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -4494613.500000 Penalty: 3469.617432
	Iteration 3Q: 3 clusters Score -4494614 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4496010.000000 Penalty: 3469.617432
	Iteration 4F: 3 clusters Score -4496010 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -4498279.000000 Penalty: 3469.617432
	Iteration 5F: 3 clusters Score -4498279 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4501413.000000 Penalty: 3469.617432
	Iteration 6F: 3 clusters Score -4501413 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4504579.000000 Penalty: 3469.617432
	Iteration 7F: 3 clusters Score -4504579 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4506799.000000 Penalty: 3469.617432
	Iteration 8F: 3 clusters Score -4506799 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -4507939.000000 Penalty: 3469.617432
	Iteration 9Q: 3 clusters Score -4507939 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -4508488.500000 Penalty: 3469.617432
	Iteration 10Q: 3 clusters Score -4508488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -4508714.500000 Penalty: 3469.617432
	Iteration 11Q: 3 clusters Score -4508714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -4508848.500000 Penalty: 3469.617432
	Iteration 12Q: 3 clusters Score -4508848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -4508908.000000 Penalty: 3469.617432
	Iteration 13Q: 3 clusters Score -4508908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -4508946.500000 Penalty: 3469.617432
	Iteration 14Q: 3 clusters Score -4508946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -4508964.000000 Penalty: 3469.617432
	Iteration 15Q: 3 clusters Score -4508964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -4508979.500000 Penalty: 3469.617432
	Iteration 16Q: 3 clusters Score -4508980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -4508984.000000 Penalty: 3469.617432
	Iteration 17Q: 3 clusters Score -4508984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -4508987.000000 Penalty: 3469.617432
	Iteration 18Q: 3 clusters Score -4508987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -4508991.500000 Penalty: 3469.617432
	Iteration 19Q: 3 clusters Score -4508992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -4508998.500000 Penalty: 3469.617432
	Iteration 20F: 3 clusters Score -4508998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -4508998.500000 Penalty: 3469.617432
	Iteration 21Q: 3 clusters Score -4508998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -4508998.500000 Penalty: 3469.617432
	Iteration 22F: 3 clusters Score -4508998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Entering Unmasked Estep 
Score: -7944591.500000 Penalty: 1824.242798
	Iteration 0F: 2 clusters Score -7944592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -7894543.500000 Penalty: 3648.485596
	Iteration 0F: 3 clusters Score -7894544 nChanged 35673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -7915036.000000 Penalty: 3648.485596
	Iteration 1F: 3 clusters Score -7915036 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7915733.000000 Penalty: 3648.485596
	Iteration 2Q: 3 clusters Score -7915733 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7916614.500000 Penalty: 3648.485596
	Iteration 3Q: 3 clusters Score -7916614 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -7917847.500000 Penalty: 3648.485596
	Iteration 4Q: 3 clusters Score -7917848 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7919414.000000 Penalty: 3648.485596
	Iteration 5Q: 3 clusters Score -7919414 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7921676.500000 Penalty: 3648.485596
	Iteration 6F: 3 clusters Score -7921676 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7924796.500000 Penalty: 3648.485596
	Iteration 7F: 3 clusters Score -7924796 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -7928308.500000 Penalty: 3648.485596
	Iteration 8F: 3 clusters Score -7928308 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7931803.000000 Penalty: 3648.485596
	Iteration 9F: 3 clusters Score -7931803 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -7934921.500000 Penalty: 3648.485596
	Iteration 10Q: 3 clusters Score -7934922 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -7936990.000000 Penalty: 3648.485596
	Iteration 11Q: 3 clusters Score -7936990 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7938356.500000 Penalty: 3648.485596
	Iteration 12Q: 3 clusters Score -7938356 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -7939237.000000 Penalty: 3648.485596
	Iteration 13Q: 3 clusters Score -7939237 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -7940084.500000 Penalty: 3648.485596
	Iteration 14Q: 3 clusters Score -7940084 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -7940807.000000 Penalty: 3648.485596
	Iteration 15Q: 3 clusters Score -7940807 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -7941364.000000 Penalty: 3648.485596
	Iteration 16Q: 3 clusters Score -7941364 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -7941821.000000 Penalty: 3648.485596
	Iteration 17Q: 3 clusters Score -7941821 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -7942152.000000 Penalty: 3648.485596
	Iteration 18Q: 3 clusters Score -7942152 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -7942471.000000 Penalty: 3648.485596
	Iteration 19Q: 3 clusters Score -7942471 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -7942705.500000 Penalty: 3648.485596
	Iteration 20F: 3 clusters Score -7942706 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -7942877.000000 Penalty: 3648.485596
	Iteration 21Q: 3 clusters Score -7942877 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7943032.500000 Penalty: 3648.485596
	Iteration 22Q: 3 clusters Score -7943032 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7943112.500000 Penalty: 3648.485596
	Iteration 23Q: 3 clusters Score -7943112 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7943157.000000 Penalty: 3648.485596
	Iteration 24Q: 3 clusters Score -7943157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7943229.500000 Penalty: 3648.485596
	Iteration 25Q: 3 clusters Score -7943230 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -7943277.000000 Penalty: 3648.485596
	Iteration 26Q: 3 clusters Score -7943277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7943316.500000 Penalty: 3648.485596
	Iteration 27Q: 3 clusters Score -7943316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7943343.000000 Penalty: 3648.485596
	Iteration 28Q: 3 clusters Score -7943343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7943366.500000 Penalty: 3648.485596
	Iteration 29Q: 3 clusters Score -7943366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7943413.000000 Penalty: 3648.485596
	Iteration 30Q: 3 clusters Score -7943413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7943442.000000 Penalty: 3648.485596
	Iteration 31Q: 3 clusters Score -7943442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7943461.000000 Penalty: 3648.485596
	Iteration 32Q: 3 clusters Score -7943461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7943467.000000 Penalty: 3648.485596
	Iteration 33Q: 3 clusters Score -7943467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7943475.000000 Penalty: 3648.485596
	Iteration 34Q: 3 clusters Score -7943475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7943486.000000 Penalty: 3648.485596
	Iteration 35Q: 3 clusters Score -7943486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7943510.000000 Penalty: 3648.485596
	Iteration 36Q: 3 clusters Score -7943510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7943514.000000 Penalty: 3648.485596
	Iteration 37Q: 3 clusters Score -7943514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7943522.000000 Penalty: 3648.485596
	Iteration 38Q: 3 clusters Score -7943522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7943526.000000 Penalty: 3648.485596
	Iteration 39Q: 3 clusters Score -7943526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7943535.000000 Penalty: 3648.485596
	Iteration 40F: 3 clusters Score -7943535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7943553.000000 Penalty: 3648.485596
	Iteration 41Q: 3 clusters Score -7943553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7943576.000000 Penalty: 3648.485596
	Iteration 42Q: 3 clusters Score -7943576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7943578.500000 Penalty: 3648.485596
	Iteration 43Q: 3 clusters Score -7943578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7943580.500000 Penalty: 3648.485596
	Iteration 44Q: 3 clusters Score -7943580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7943586.000000 Penalty: 3648.485596
	Iteration 45Q: 3 clusters Score -7943586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7943573.500000 Penalty: 3648.485596
	Iteration 46Q: 3 clusters Score -7943574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7943589.000000 Penalty: 3648.485596
	Iteration 47Q: 3 clusters Score -7943589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7943589.500000 Penalty: 3648.485596
	Iteration 48Q: 3 clusters Score -7943590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7943587.500000 Penalty: 3648.485596
	Iteration 49Q: 3 clusters Score -7943588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7943583.500000 Penalty: 3648.485596
	Iteration 50Q: 3 clusters Score -7943584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7943589.500000 Penalty: 3648.485596
	Iteration 51Q: 3 clusters Score -7943590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7943597.500000 Penalty: 3648.485596
	Iteration 52Q: 3 clusters Score -7943598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7943605.500000 Penalty: 3648.485596
	Iteration 53Q: 3 clusters Score -7943606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7943607.000000 Penalty: 3648.485596
	Iteration 54Q: 3 clusters Score -7943607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7943605.000000 Penalty: 3648.485596
	Iteration 55Q: 3 clusters Score -7943605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7943605.500000 Penalty: 3648.485596
	Iteration 56Q: 3 clusters Score -7943606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7943608.000000 Penalty: 3648.485596
	Iteration 57Q: 3 clusters Score -7943608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7943605.500000 Penalty: 3648.485596
	Iteration 58Q: 3 clusters Score -7943606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7943604.000000 Penalty: 3648.485596
	Iteration 59Q: 3 clusters Score -7943604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7943605.000000 Penalty: 3648.485596
	Iteration 60F: 3 clusters Score -7943605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7943609.500000 Penalty: 3648.485596
	Iteration 61Q: 3 clusters Score -7943610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7943608.500000 Penalty: 3648.485596
	Iteration 62Q: 3 clusters Score -7943608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7943609.500000 Penalty: 3648.485596
	Iteration 63Q: 3 clusters Score -7943610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7943612.000000 Penalty: 3648.485596
	Iteration 64Q: 3 clusters Score -7943612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7943612.000000 Penalty: 3648.485596
	Iteration 65Q: 3 clusters Score -7943612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7943608.500000 Penalty: 3648.485596
	Iteration 66Q: 3 clusters Score -7943608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7943606.000000 Penalty: 3648.485596
	Iteration 67Q: 3 clusters Score -7943606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7943602.000000 Penalty: 3648.485596
	Iteration 68Q: 3 clusters Score -7943602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7943603.000000 Penalty: 3648.485596
	Iteration 69Q: 3 clusters Score -7943603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7943597.500000 Penalty: 3648.485596
	Iteration 70Q: 3 clusters Score -7943598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7943597.500000 Penalty: 3648.485596
	Iteration 71Q: 3 clusters Score -7943598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7943604.000000 Penalty: 3648.485596
	Iteration 72Q: 3 clusters Score -7943604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7943606.000000 Penalty: 3648.485596
	Iteration 73Q: 3 clusters Score -7943606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7943610.000000 Penalty: 3648.485596
	Iteration 74Q: 3 clusters Score -7943610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7943614.500000 Penalty: 3648.485596
	Iteration 75Q: 3 clusters Score -7943614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7943615.000000 Penalty: 3648.485596
	Iteration 76Q: 3 clusters Score -7943615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7943616.000000 Penalty: 3648.485596
	Iteration 77Q: 3 clusters Score -7943616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7943614.500000 Penalty: 3648.485596
	Iteration 78Q: 3 clusters Score -7943614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -7943612.000000 Penalty: 3648.485596
	Iteration 79Q: 3 clusters Score -7943612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7943609.500000 Penalty: 3648.485596
	Iteration 80F: 3 clusters Score -7943610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7943610.500000 Penalty: 3648.485596
	Iteration 81Q: 3 clusters Score -7943610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7943610.500000 Penalty: 3648.485596
	Iteration 82F: 3 clusters Score -7943610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -321409.718750 Penalty: 1315.633911
	Iteration 0F: 2 clusters Score -321409.7 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 1657 members 
Entering Unmasked Estep 
Score: -318490.500000 Penalty: 2631.267822
	Iteration 0F: 3 clusters Score -318490.5 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -319198.250000 Penalty: 2631.267822
	Iteration 1F: 3 clusters Score -319198.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -319375.906250 Penalty: 2631.267822
	Iteration 2F: 3 clusters Score -319375.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -319511.093750 Penalty: 2631.267822
	Iteration 3F: 3 clusters Score -319511.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -319624.593750 Penalty: 2631.267822
	Iteration 4Q: 3 clusters Score -319624.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -319712.906250 Penalty: 2631.267822
	Iteration 5Q: 3 clusters Score -319712.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -319798.250000 Penalty: 2631.267822
	Iteration 6Q: 3 clusters Score -319798.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -319892.031250 Penalty: 2631.267822
	Iteration 7Q: 3 clusters Score -319892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -319969.531250 Penalty: 2631.267822
	Iteration 8Q: 3 clusters Score -319969.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -320035.000000 Penalty: 2631.267822
	Iteration 9Q: 3 clusters Score -320035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -320081.500000 Penalty: 2631.267822
	Iteration 10Q: 3 clusters Score -320081.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -320123.031250 Penalty: 2631.267822
	Iteration 11Q: 3 clusters Score -320123 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -320157.031250 Penalty: 2631.267822
	Iteration 12Q: 3 clusters Score -320157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -320192.000000 Penalty: 2631.267822
	Iteration 13Q: 3 clusters Score -320192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -320225.000000 Penalty: 2631.267822
	Iteration 14Q: 3 clusters Score -320225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -320257.093750 Penalty: 2631.267822
	Iteration 15Q: 3 clusters Score -320257.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -320287.187500 Penalty: 2631.267822
	Iteration 16Q: 3 clusters Score -320287.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -320308.937500 Penalty: 2631.267822
	Iteration 17Q: 3 clusters Score -320308.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320334.187500 Penalty: 2631.267822
	Iteration 18Q: 3 clusters Score -320334.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -320353.031250 Penalty: 2631.267822
	Iteration 19Q: 3 clusters Score -320353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -320372.562500 Penalty: 2631.267822
	Iteration 20F: 3 clusters Score -320372.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -320391.375000 Penalty: 2631.267822
	Iteration 21Q: 3 clusters Score -320391.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -320409.562500 Penalty: 2631.267822
	Iteration 22Q: 3 clusters Score -320409.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -320433.312500 Penalty: 2631.267822
	Iteration 23Q: 3 clusters Score -320433.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -320459.875000 Penalty: 2631.267822
	Iteration 24Q: 3 clusters Score -320459.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -320484.687500 Penalty: 2631.267822
	Iteration 25Q: 3 clusters Score -320484.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -320499.093750 Penalty: 2631.267822
	Iteration 26Q: 3 clusters Score -320499.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -320512.000000 Penalty: 2631.267822
	Iteration 27Q: 3 clusters Score -320512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -320520.812500 Penalty: 2631.267822
	Iteration 28Q: 3 clusters Score -320520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -320533.781250 Penalty: 2631.267822
	Iteration 29Q: 3 clusters Score -320533.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -320544.031250 Penalty: 2631.267822
	Iteration 30Q: 3 clusters Score -320544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -320554.437500 Penalty: 2631.267822
	Iteration 31Q: 3 clusters Score -320554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -320562.218750 Penalty: 2631.267822
	Iteration 32Q: 3 clusters Score -320562.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -320567.875000 Penalty: 2631.267822
	Iteration 33Q: 3 clusters Score -320567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -320572.937500 Penalty: 2631.267822
	Iteration 34Q: 3 clusters Score -320572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -320575.531250 Penalty: 2631.267822
	Iteration 35Q: 3 clusters Score -320575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -320577.937500 Penalty: 2631.267822
	Iteration 36Q: 3 clusters Score -320577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -320578.656250 Penalty: 2631.267822
	Iteration 37Q: 3 clusters Score -320578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -320580.156250 Penalty: 2631.267822
	Iteration 38Q: 3 clusters Score -320580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -320581.187500 Penalty: 2631.267822
	Iteration 39Q: 3 clusters Score -320581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -320582.562500 Penalty: 2631.267822
	Iteration 40F: 3 clusters Score -320582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -320584.250000 Penalty: 2631.267822
	Iteration 41Q: 3 clusters Score -320584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -320587.781250 Penalty: 2631.267822
	Iteration 42Q: 3 clusters Score -320587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -320591.906250 Penalty: 2631.267822
	Iteration 43Q: 3 clusters Score -320591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -320598.468750 Penalty: 2631.267822
	Iteration 44Q: 3 clusters Score -320598.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -320607.906250 Penalty: 2631.267822
	Iteration 45Q: 3 clusters Score -320607.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -320617.375000 Penalty: 2631.267822
	Iteration 46Q: 3 clusters Score -320617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -320629.281250 Penalty: 2631.267822
	Iteration 47Q: 3 clusters Score -320629.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -320643.687500 Penalty: 2631.267822
	Iteration 48Q: 3 clusters Score -320643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -320655.500000 Penalty: 2631.267822
	Iteration 49Q: 3 clusters Score -320655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -320668.062500 Penalty: 2631.267822
	Iteration 50Q: 3 clusters Score -320668.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -320688.031250 Penalty: 2631.267822
	Iteration 51Q: 3 clusters Score -320688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -320704.906250 Penalty: 2631.267822
	Iteration 52Q: 3 clusters Score -320704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -320711.906250 Penalty: 2631.267822
	Iteration 53Q: 3 clusters Score -320711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -320721.343750 Penalty: 2631.267822
	Iteration 54Q: 3 clusters Score -320721.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -320727.437500 Penalty: 2631.267822
	Iteration 55Q: 3 clusters Score -320727.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -320733.437500 Penalty: 2631.267822
	Iteration 56Q: 3 clusters Score -320733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -320740.562500 Penalty: 2631.267822
	Iteration 57Q: 3 clusters Score -320740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -320742.687500 Penalty: 2631.267822
	Iteration 58Q: 3 clusters Score -320742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -320743.343750 Penalty: 2631.267822
	Iteration 59Q: 3 clusters Score -320743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -320743.625000 Penalty: 2631.267822
	Iteration 60F: 3 clusters Score -320743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -320743.718750 Penalty: 2631.267822
	Iteration 61Q: 3 clusters Score -320743.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -320743.781250 Penalty: 2631.267822
	Iteration 62Q: 3 clusters Score -320743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -320743.875000 Penalty: 2631.267822
	Iteration 63Q: 3 clusters Score -320743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -320743.875000 Penalty: 2631.267822
	Iteration 64F: 3 clusters Score -320743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -167808.328125 Penalty: 1203.491699
	Iteration 0F: 2 clusters Score -167808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165936.140625 Penalty: 2406.983398
	Iteration 0F: 3 clusters Score -165936.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -166326.750000 Penalty: 2406.983398
	Iteration 1F: 3 clusters Score -166326.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -166432.906250 Penalty: 2406.983398
	Iteration 2F: 3 clusters Score -166432.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166499.187500 Penalty: 2406.983398
	Iteration 3F: 3 clusters Score -166499.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -166541.828125 Penalty: 2406.983398
	Iteration 4Q: 3 clusters Score -166541.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166567.406250 Penalty: 2406.983398
	Iteration 5Q: 3 clusters Score -166567.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -166589.609375 Penalty: 2406.983398
	Iteration 6Q: 3 clusters Score -166589.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -166605.390625 Penalty: 2406.983398
	Iteration 7Q: 3 clusters Score -166605.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -166614.703125 Penalty: 2406.983398
	Iteration 8Q: 3 clusters Score -166614.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -166622.203125 Penalty: 2406.983398
	Iteration 9Q: 3 clusters Score -166622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166630.359375 Penalty: 2406.983398
	Iteration 10Q: 3 clusters Score -166630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166637.515625 Penalty: 2406.983398
	Iteration 11Q: 3 clusters Score -166637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -166643.250000 Penalty: 2406.983398
	Iteration 12Q: 3 clusters Score -166643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -166647.781250 Penalty: 2406.983398
	Iteration 13Q: 3 clusters Score -166647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -166652.328125 Penalty: 2406.983398
	Iteration 14Q: 3 clusters Score -166652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -166660.562500 Penalty: 2406.983398
	Iteration 15Q: 3 clusters Score -166660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166669.359375 Penalty: 2406.983398
	Iteration 16Q: 3 clusters Score -166669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -166677.968750 Penalty: 2406.983398
	Iteration 17Q: 3 clusters Score -166678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -166687.500000 Penalty: 2406.983398
	Iteration 18Q: 3 clusters Score -166687.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -166698.890625 Penalty: 2406.983398
	Iteration 19Q: 3 clusters Score -166698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -166710.234375 Penalty: 2406.983398
	Iteration 20F: 3 clusters Score -166710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166719.500000 Penalty: 2406.983398
	Iteration 21Q: 3 clusters Score -166719.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -166725.062500 Penalty: 2406.983398
	Iteration 22Q: 3 clusters Score -166725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -166726.156250 Penalty: 2406.983398
	Iteration 23Q: 3 clusters Score -166726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -166729.171875 Penalty: 2406.983398
	Iteration 24Q: 3 clusters Score -166729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166733.015625 Penalty: 2406.983398
	Iteration 25Q: 3 clusters Score -166733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166737.734375 Penalty: 2406.983398
	Iteration 26Q: 3 clusters Score -166737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166740.718750 Penalty: 2406.983398
	Iteration 27Q: 3 clusters Score -166740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166741.515625 Penalty: 2406.983398
	Iteration 28Q: 3 clusters Score -166741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166742.515625 Penalty: 2406.983398
	Iteration 29Q: 3 clusters Score -166742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166742.515625 Penalty: 2406.983398
	Iteration 30F: 3 clusters Score -166742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -235320.906250 Penalty: 1265.786377
	Iteration 0F: 2 clusters Score -235320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232951.546875 Penalty: 2531.572754
	Iteration 0F: 3 clusters Score -232951.5 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233573.937500 Penalty: 2531.572754
	Iteration 1F: 3 clusters Score -233573.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -233783.406250 Penalty: 2531.572754
	Iteration 2F: 3 clusters Score -233783.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -233958.500000 Penalty: 2531.572754
	Iteration 3F: 3 clusters Score -233958.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -234116.500000 Penalty: 2531.572754
	Iteration 4F: 3 clusters Score -234116.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -234242.718750 Penalty: 2531.572754
	Iteration 5F: 3 clusters Score -234242.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -234342.921875 Penalty: 2531.572754
	Iteration 6Q: 3 clusters Score -234342.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -234428.875000 Penalty: 2531.572754
	Iteration 7Q: 3 clusters Score -234428.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -234485.875000 Penalty: 2531.572754
	Iteration 8Q: 3 clusters Score -234485.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -234532.593750 Penalty: 2531.572754
	Iteration 9Q: 3 clusters Score -234532.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -234568.593750 Penalty: 2531.572754
	Iteration 10Q: 3 clusters Score -234568.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -234591.500000 Penalty: 2531.572754
	Iteration 11Q: 3 clusters Score -234591.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -234613.921875 Penalty: 2531.572754
	Iteration 12Q: 3 clusters Score -234613.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -234626.812500 Penalty: 2531.572754
	Iteration 13Q: 3 clusters Score -234626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -234637.937500 Penalty: 2531.572754
	Iteration 14Q: 3 clusters Score -234637.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -234650.093750 Penalty: 2531.572754
	Iteration 15Q: 3 clusters Score -234650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -234664.078125 Penalty: 2531.572754
	Iteration 16Q: 3 clusters Score -234664.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -234680.093750 Penalty: 2531.572754
	Iteration 17Q: 3 clusters Score -234680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -234692.625000 Penalty: 2531.572754
	Iteration 18Q: 3 clusters Score -234692.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -234708.343750 Penalty: 2531.572754
	Iteration 19Q: 3 clusters Score -234708.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234722.843750 Penalty: 2531.572754
	Iteration 20F: 3 clusters Score -234722.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -234737.000000 Penalty: 2531.572754
	Iteration 21Q: 3 clusters Score -234737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234746.171875 Penalty: 2531.572754
	Iteration 22Q: 3 clusters Score -234746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234754.218750 Penalty: 2531.572754
	Iteration 23Q: 3 clusters Score -234754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -234760.718750 Penalty: 2531.572754
	Iteration 24Q: 3 clusters Score -234760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234763.484375 Penalty: 2531.572754
	Iteration 25Q: 3 clusters Score -234763.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -234765.421875 Penalty: 2531.572754
	Iteration 26Q: 3 clusters Score -234765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -234767.281250 Penalty: 2531.572754
	Iteration 27Q: 3 clusters Score -234767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234770.546875 Penalty: 2531.572754
	Iteration 28Q: 3 clusters Score -234770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234772.343750 Penalty: 2531.572754
	Iteration 29Q: 3 clusters Score -234772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234775.890625 Penalty: 2531.572754
	Iteration 30Q: 3 clusters Score -234775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234781.953125 Penalty: 2531.572754
	Iteration 31Q: 3 clusters Score -234782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -234784.843750 Penalty: 2531.572754
	Iteration 32Q: 3 clusters Score -234784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -234786.640625 Penalty: 2531.572754
	Iteration 33Q: 3 clusters Score -234786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234791.156250 Penalty: 2531.572754
	Iteration 34Q: 3 clusters Score -234791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -234793.921875 Penalty: 2531.572754
	Iteration 35Q: 3 clusters Score -234793.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234797.812500 Penalty: 2531.572754
	Iteration 36Q: 3 clusters Score -234797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -234799.187500 Penalty: 2531.572754
	Iteration 37Q: 3 clusters Score -234799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -234799.406250 Penalty: 2531.572754
	Iteration 38Q: 3 clusters Score -234799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234799.718750 Penalty: 2531.572754
	Iteration 39Q: 3 clusters Score -234799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234800.093750 Penalty: 2531.572754
	Iteration 40F: 3 clusters Score -234800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -234800.187500 Penalty: 2531.572754
	Iteration 41Q: 3 clusters Score -234800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -234800.187500 Penalty: 2531.572754
	Iteration 42F: 3 clusters Score -234800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -853575.187500 Penalty: 1466.597412
	Iteration 0F: 2 clusters Score -853575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -847577.000000 Penalty: 2933.194824
	Iteration 0F: 3 clusters Score -847577 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -849362.812500 Penalty: 2933.194824
	Iteration 1F: 3 clusters Score -849362.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -849559.500000 Penalty: 2933.194824
	Iteration 2F: 3 clusters Score -849559.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -849729.750000 Penalty: 2933.194824
	Iteration 3Q: 3 clusters Score -849729.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -849868.375000 Penalty: 2933.194824
	Iteration 4Q: 3 clusters Score -849868.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -850008.000000 Penalty: 2933.194824
	Iteration 5Q: 3 clusters Score -850008 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -850130.375000 Penalty: 2933.194824
	Iteration 6Q: 3 clusters Score -850130.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -850267.687500 Penalty: 2933.194824
	Iteration 7Q: 3 clusters Score -850267.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -850435.750000 Penalty: 2933.194824
	Iteration 8Q: 3 clusters Score -850435.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -850640.562500 Penalty: 2933.194824
	Iteration 9Q: 3 clusters Score -850640.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -850841.500000 Penalty: 2933.194824
	Iteration 10Q: 3 clusters Score -850841.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -851040.500000 Penalty: 2933.194824
	Iteration 11Q: 3 clusters Score -851040.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -851248.375000 Penalty: 2933.194824
	Iteration 12Q: 3 clusters Score -851248.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -851474.375000 Penalty: 2933.194824
	Iteration 13Q: 3 clusters Score -851474.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -851675.625000 Penalty: 2933.194824
	Iteration 14Q: 3 clusters Score -851675.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -851865.687500 Penalty: 2933.194824
	Iteration 15Q: 3 clusters Score -851865.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -852001.375000 Penalty: 2933.194824
	Iteration 16Q: 3 clusters Score -852001.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -852074.062500 Penalty: 2933.194824
	Iteration 17Q: 3 clusters Score -852074.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -852120.812500 Penalty: 2933.194824
	Iteration 18Q: 3 clusters Score -852120.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -852165.000000 Penalty: 2933.194824
	Iteration 19Q: 3 clusters Score -852165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -852196.187500 Penalty: 2933.194824
	Iteration 20F: 3 clusters Score -852196.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -852219.187500 Penalty: 2933.194824
	Iteration 21Q: 3 clusters Score -852219.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -852239.000000 Penalty: 2933.194824
	Iteration 22Q: 3 clusters Score -852239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -852257.812500 Penalty: 2933.194824
	Iteration 23Q: 3 clusters Score -852257.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -852283.312500 Penalty: 2933.194824
	Iteration 24Q: 3 clusters Score -852283.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -852299.312500 Penalty: 2933.194824
	Iteration 25Q: 3 clusters Score -852299.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -852310.750000 Penalty: 2933.194824
	Iteration 26Q: 3 clusters Score -852310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -852315.125000 Penalty: 2933.194824
	Iteration 27Q: 3 clusters Score -852315.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -852322.875000 Penalty: 2933.194824
	Iteration 28Q: 3 clusters Score -852322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -852332.000000 Penalty: 2933.194824
	Iteration 29Q: 3 clusters Score -852332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -852341.750000 Penalty: 2933.194824
	Iteration 30Q: 3 clusters Score -852341.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -852355.625000 Penalty: 2933.194824
	Iteration 31Q: 3 clusters Score -852355.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -852373.875000 Penalty: 2933.194824
	Iteration 32Q: 3 clusters Score -852373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -852389.812500 Penalty: 2933.194824
	Iteration 33Q: 3 clusters Score -852389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -852405.687500 Penalty: 2933.194824
	Iteration 34Q: 3 clusters Score -852405.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -852424.312500 Penalty: 2933.194824
	Iteration 35Q: 3 clusters Score -852424.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -852437.375000 Penalty: 2933.194824
	Iteration 36Q: 3 clusters Score -852437.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -852446.187500 Penalty: 2933.194824
	Iteration 37Q: 3 clusters Score -852446.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -852451.812500 Penalty: 2933.194824
	Iteration 38Q: 3 clusters Score -852451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -852457.375000 Penalty: 2933.194824
	Iteration 39Q: 3 clusters Score -852457.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -852462.250000 Penalty: 2933.194824
	Iteration 40F: 3 clusters Score -852462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -852466.937500 Penalty: 2933.194824
	Iteration 41Q: 3 clusters Score -852466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -852473.750000 Penalty: 2933.194824
	Iteration 42Q: 3 clusters Score -852473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -852475.812500 Penalty: 2933.194824
	Iteration 43Q: 3 clusters Score -852475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -852477.750000 Penalty: 2933.194824
	Iteration 44Q: 3 clusters Score -852477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -852478.187500 Penalty: 2933.194824
	Iteration 45Q: 3 clusters Score -852478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -852480.812500 Penalty: 2933.194824
	Iteration 46Q: 3 clusters Score -852480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -852480.125000 Penalty: 2933.194824
	Iteration 47Q: 3 clusters Score -852480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -852480.125000 Penalty: 2933.194824
	Iteration 48Q: 3 clusters Score -852480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -852480.437500 Penalty: 2933.194824
	Iteration 49Q: 3 clusters Score -852480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -852481.937500 Penalty: 2933.194824
	Iteration 50Q: 3 clusters Score -852481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -852481.937500 Penalty: 2933.194824
	Iteration 51F: 3 clusters Score -852481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -335683.906250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -335683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -332729.093750 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -332729.1 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -333416.968750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -333417 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -333566.718750 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -333566.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -333688.656250 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -333688.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -333790.281250 Penalty: 2645.791992
	Iteration 4Q: 3 clusters Score -333790.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -333901.250000 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -333901.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -333997.937500 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -333997.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -334093.406250 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -334093.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -334219.343750 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -334219.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -334318.750000 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -334318.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -334411.062500 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -334411.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -334513.312500 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -334513.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -334646.281250 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -334646.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -334765.093750 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -334765.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -334852.625000 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -334852.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -334927.218750 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -334927.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -334985.562500 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -334985.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -335038.281250 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -335038.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -335103.250000 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -335103.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -335157.312500 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -335157.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -335191.437500 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -335191.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -335226.218750 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -335226.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -335264.093750 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -335264.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -335299.156250 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -335299.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -335324.031250 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -335324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -335338.218750 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -335338.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -335356.093750 Penalty: 2645.791992
	Iteration 26Q: 3 clusters Score -335356.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -335376.531250 Penalty: 2645.791992
	Iteration 27Q: 3 clusters Score -335376.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -335396.968750 Penalty: 2645.791992
	Iteration 28Q: 3 clusters Score -335397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -335418.937500 Penalty: 2645.791992
	Iteration 29Q: 3 clusters Score -335418.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -335436.875000 Penalty: 2645.791992
	Iteration 30Q: 3 clusters Score -335436.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -335455.125000 Penalty: 2645.791992
	Iteration 31Q: 3 clusters Score -335455.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -335473.437500 Penalty: 2645.791992
	Iteration 32Q: 3 clusters Score -335473.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -335486.750000 Penalty: 2645.791992
	Iteration 33Q: 3 clusters Score -335486.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -335499.593750 Penalty: 2645.791992
	Iteration 34Q: 3 clusters Score -335499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -335509.437500 Penalty: 2645.791992
	Iteration 35Q: 3 clusters Score -335509.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -335518.437500 Penalty: 2645.791992
	Iteration 36Q: 3 clusters Score -335518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -335523.562500 Penalty: 2645.791992
	Iteration 37Q: 3 clusters Score -335523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -335526.625000 Penalty: 2645.791992
	Iteration 38Q: 3 clusters Score -335526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -335528.218750 Penalty: 2645.791992
	Iteration 39Q: 3 clusters Score -335528.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -335529.718750 Penalty: 2645.791992
	Iteration 40F: 3 clusters Score -335529.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -176222.625000 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -176222.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -174084.500000 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -174084.5 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174986.093750 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -174986.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -175338.718750 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -175338.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -175576.000000 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -175576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -175777.703125 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -175777.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -175984.843750 Penalty: 2493.040771
	Iteration 5F: 3 clusters Score -175984.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -176119.515625 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -176119.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -176197.203125 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -176197.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -176261.765625 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -176261.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -176293.484375 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -176293.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -176311.437500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -176311.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -176326.031250 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -176326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -176333.484375 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -176333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -176334.968750 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -176335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -176337.609375 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -176337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -176340.000000 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -176340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -176340.453125 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -176340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -176341.109375 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -176341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -176341.109375 Penalty: 2493.040771
	Iteration 18F: 3 clusters Score -176341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 782 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 1363 members 
Entering Unmasked Estep 
Score: -54934688.000000 Penalty: 94598.937500
Splitting cluster 24 changes total score from -54935452.000000 to -54934688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -241737.750000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -241737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239341.859375 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -239341.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239967.890625 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -239967.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -240143.390625 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -240143.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -240264.656250 Penalty: 2539.022949
	Iteration 3F: 3 clusters Score -240264.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -240336.843750 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -240336.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -240381.703125 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -240381.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -240426.484375 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -240426.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240456.828125 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -240456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -240483.593750 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -240483.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -240506.437500 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -240506.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -240529.671875 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -240529.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -240545.609375 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -240545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -240558.125000 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -240558.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -240573.265625 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -240573.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -240584.281250 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -240584.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -240590.578125 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -240590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -240599.234375 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -240599.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -240609.031250 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -240609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -240613.125000 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -240613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -240616.968750 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -240617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -240620.218750 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -240620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -240621.625000 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -240621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -240623.359375 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -240623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -240623.781250 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -240623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -240625.078125 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -240625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -240625.406250 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -240625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -240625.406250 Penalty: 2539.022949
	Iteration 26F: 3 clusters Score -240625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -494774.218750 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -494774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -490895.687500 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -490895.7 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -492008.906250 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -492008.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -492200.156250 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -492200.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -492344.406250 Penalty: 2761.057129
	Iteration 3F: 3 clusters Score -492344.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -492486.843750 Penalty: 2761.057129
	Iteration 4Q: 3 clusters Score -492486.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -492603.968750 Penalty: 2761.057129
	Iteration 5Q: 3 clusters Score -492604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -492699.812500 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -492699.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -492778.125000 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -492778.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -492849.687500 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -492849.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -492904.500000 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -492904.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -492948.156250 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -492948.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -492987.406250 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -492987.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -493024.562500 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -493024.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -493076.906250 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -493076.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -493129.843750 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -493129.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -493195.406250 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -493195.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -493243.781250 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -493243.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -493274.343750 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -493274.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -493298.843750 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -493298.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -493319.093750 Penalty: 2761.057129
	Iteration 19Q: 3 clusters Score -493319.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -493332.125000 Penalty: 2761.057129
	Iteration 20F: 3 clusters Score -493332.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -493340.656250 Penalty: 2761.057129
	Iteration 21Q: 3 clusters Score -493340.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -493352.906250 Penalty: 2761.057129
	Iteration 22Q: 3 clusters Score -493352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -493359.250000 Penalty: 2761.057129
	Iteration 23Q: 3 clusters Score -493359.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -493364.968750 Penalty: 2761.057129
	Iteration 24Q: 3 clusters Score -493365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -493368.750000 Penalty: 2761.057129
	Iteration 25Q: 3 clusters Score -493368.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -493373.718750 Penalty: 2761.057129
	Iteration 26Q: 3 clusters Score -493373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -493379.906250 Penalty: 2761.057129
	Iteration 27Q: 3 clusters Score -493379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -493388.000000 Penalty: 2761.057129
	Iteration 28Q: 3 clusters Score -493388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -493395.187500 Penalty: 2761.057129
	Iteration 29Q: 3 clusters Score -493395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -493398.500000 Penalty: 2761.057129
	Iteration 30Q: 3 clusters Score -493398.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -493403.062500 Penalty: 2761.057129
	Iteration 31Q: 3 clusters Score -493403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -493406.031250 Penalty: 2761.057129
	Iteration 32Q: 3 clusters Score -493406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -493409.312500 Penalty: 2761.057129
	Iteration 33Q: 3 clusters Score -493409.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -493410.687500 Penalty: 2761.057129
	Iteration 34Q: 3 clusters Score -493410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -493411.218750 Penalty: 2761.057129
	Iteration 35Q: 3 clusters Score -493411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -493413.250000 Penalty: 2761.057129
	Iteration 36Q: 3 clusters Score -493413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -493414.062500 Penalty: 2761.057129
	Iteration 37Q: 3 clusters Score -493414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -493413.718750 Penalty: 2761.057129
	Iteration 38Q: 3 clusters Score -493413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -493416.156250 Penalty: 2761.057129
	Iteration 39Q: 3 clusters Score -493416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -493416.781250 Penalty: 2761.057129
	Iteration 40F: 3 clusters Score -493416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -493416.562500 Penalty: 2761.057129
	Iteration 41Q: 3 clusters Score -493416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -493416.562500 Penalty: 2761.057129
	Iteration 42F: 3 clusters Score -493416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -304875.093750 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -304875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -302038.250000 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -302038.2 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -302829.156250 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -302829.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -303280.593750 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -303280.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -303769.906250 Penalty: 2619.469971
	Iteration 3F: 3 clusters Score -303769.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -304128.562500 Penalty: 2619.469971
	Iteration 4F: 3 clusters Score -304128.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -304391.343750 Penalty: 2619.469971
	Iteration 5F: 3 clusters Score -304391.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -304657.875000 Penalty: 2619.469971
	Iteration 6Q: 3 clusters Score -304657.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -304777.937500 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -304777.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -304820.343750 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -304820.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -304845.031250 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -304845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -304870.875000 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -304870.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -304890.375000 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -304890.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -304903.718750 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -304903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -304910.187500 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -304910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -304916.468750 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -304916.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -304926.250000 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -304926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -304929.812500 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -304929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -304930.375000 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -304930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -304930.906250 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -304930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -304931.625000 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -304931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -304931.625000 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -304931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 761 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 2404 members 
Entering Unmasked Estep 
Score: -54934608.000000 Penalty: 94598.937500
Splitting cluster 27 changes total score from -54935452.000000 to -54934608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (29539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Entering Unmasked Estep 
Score: -2990299.500000 Penalty: 1672.688354
	Iteration 0F: 2 clusters Score -2990300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2970484.500000 Penalty: 3345.376709
	Iteration 0F: 3 clusters Score -2970484 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2977805.250000 Penalty: 3345.376709
	Iteration 1F: 3 clusters Score -2977805 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2978249.500000 Penalty: 3345.376709
	Iteration 2Q: 3 clusters Score -2978250 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2978737.500000 Penalty: 3345.376709
	Iteration 3Q: 3 clusters Score -2978738 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2979268.250000 Penalty: 3345.376709
	Iteration 4Q: 3 clusters Score -2979268 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2979789.250000 Penalty: 3345.376709
	Iteration 5Q: 3 clusters Score -2979789 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2980334.500000 Penalty: 3345.376709
	Iteration 6Q: 3 clusters Score -2980334 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2980883.000000 Penalty: 3345.376709
	Iteration 7Q: 3 clusters Score -2980883 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2981539.250000 Penalty: 3345.376709
	Iteration 8Q: 3 clusters Score -2981539 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2982252.250000 Penalty: 3345.376709
	Iteration 9Q: 3 clusters Score -2982252 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2982958.500000 Penalty: 3345.376709
	Iteration 10Q: 3 clusters Score -2982958 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2983582.250000 Penalty: 3345.376709
	Iteration 11Q: 3 clusters Score -2983582 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2984093.250000 Penalty: 3345.376709
	Iteration 12Q: 3 clusters Score -2984093 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2984469.500000 Penalty: 3345.376709
	Iteration 13Q: 3 clusters Score -2984470 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2984710.000000 Penalty: 3345.376709
	Iteration 14Q: 3 clusters Score -2984710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2984869.750000 Penalty: 3345.376709
	Iteration 15Q: 3 clusters Score -2984870 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2984944.500000 Penalty: 3345.376709
	Iteration 16Q: 3 clusters Score -2984944 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2984997.000000 Penalty: 3345.376709
	Iteration 17Q: 3 clusters Score -2984997 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2985053.750000 Penalty: 3345.376709
	Iteration 18Q: 3 clusters Score -2985054 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2985093.250000 Penalty: 3345.376709
	Iteration 19Q: 3 clusters Score -2985093 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2985143.250000 Penalty: 3345.376709
	Iteration 20F: 3 clusters Score -2985143 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2985172.750000 Penalty: 3345.376709
	Iteration 21Q: 3 clusters Score -2985173 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2985205.500000 Penalty: 3345.376709
	Iteration 22Q: 3 clusters Score -2985206 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2985235.000000 Penalty: 3345.376709
	Iteration 23Q: 3 clusters Score -2985235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2985278.000000 Penalty: 3345.376709
	Iteration 24Q: 3 clusters Score -2985278 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2985301.750000 Penalty: 3345.376709
	Iteration 25Q: 3 clusters Score -2985302 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2985330.750000 Penalty: 3345.376709
	Iteration 26Q: 3 clusters Score -2985331 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2985366.000000 Penalty: 3345.376709
	Iteration 27Q: 3 clusters Score -2985366 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2985383.000000 Penalty: 3345.376709
	Iteration 28Q: 3 clusters Score -2985383 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2985424.750000 Penalty: 3345.376709
	Iteration 29Q: 3 clusters Score -2985425 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2985459.000000 Penalty: 3345.376709
	Iteration 30Q: 3 clusters Score -2985459 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2985513.000000 Penalty: 3345.376709
	Iteration 31Q: 3 clusters Score -2985513 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2985556.250000 Penalty: 3345.376709
	Iteration 32Q: 3 clusters Score -2985556 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2985604.000000 Penalty: 3345.376709
	Iteration 33Q: 3 clusters Score -2985604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2985662.000000 Penalty: 3345.376709
	Iteration 34Q: 3 clusters Score -2985662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2985724.500000 Penalty: 3345.376709
	Iteration 35Q: 3 clusters Score -2985724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2985792.750000 Penalty: 3345.376709
	Iteration 36Q: 3 clusters Score -2985793 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2985874.000000 Penalty: 3345.376709
	Iteration 37Q: 3 clusters Score -2985874 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2985944.500000 Penalty: 3345.376709
	Iteration 38Q: 3 clusters Score -2985944 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2986023.750000 Penalty: 3345.376709
	Iteration 39Q: 3 clusters Score -2986024 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2986114.750000 Penalty: 3345.376709
	Iteration 40F: 3 clusters Score -2986115 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2986202.750000 Penalty: 3345.376709
	Iteration 41Q: 3 clusters Score -2986203 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2986310.000000 Penalty: 3345.376709
	Iteration 42Q: 3 clusters Score -2986310 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2986414.500000 Penalty: 3345.376709
	Iteration 43Q: 3 clusters Score -2986414 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2986546.750000 Penalty: 3345.376709
	Iteration 44Q: 3 clusters Score -2986547 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2986705.500000 Penalty: 3345.376709
	Iteration 45Q: 3 clusters Score -2986706 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2986862.750000 Penalty: 3345.376709
	Iteration 46Q: 3 clusters Score -2986863 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2987053.750000 Penalty: 3345.376709
	Iteration 47Q: 3 clusters Score -2987054 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2987215.500000 Penalty: 3345.376709
	Iteration 48Q: 3 clusters Score -2987216 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2987389.000000 Penalty: 3345.376709
	Iteration 49Q: 3 clusters Score -2987389 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2987559.500000 Penalty: 3345.376709
	Iteration 50Q: 3 clusters Score -2987560 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2987730.250000 Penalty: 3345.376709
	Iteration 51Q: 3 clusters Score -2987730 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2987891.750000 Penalty: 3345.376709
	Iteration 52Q: 3 clusters Score -2987892 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2988052.250000 Penalty: 3345.376709
	Iteration 53Q: 3 clusters Score -2988052 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2988214.250000 Penalty: 3345.376709
	Iteration 54Q: 3 clusters Score -2988214 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2988389.500000 Penalty: 3345.376709
	Iteration 55Q: 3 clusters Score -2988390 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2988513.000000 Penalty: 3345.376709
	Iteration 56Q: 3 clusters Score -2988513 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2988632.500000 Penalty: 3345.376709
	Iteration 57Q: 3 clusters Score -2988632 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2988768.000000 Penalty: 3345.376709
	Iteration 58Q: 3 clusters Score -2988768 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2988911.000000 Penalty: 3345.376709
	Iteration 59Q: 3 clusters Score -2988911 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2989035.250000 Penalty: 3345.376709
	Iteration 60F: 3 clusters Score -2989035 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2989139.750000 Penalty: 3345.376709
	Iteration 61Q: 3 clusters Score -2989140 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2989247.000000 Penalty: 3345.376709
	Iteration 62Q: 3 clusters Score -2989247 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2989338.500000 Penalty: 3345.376709
	Iteration 63Q: 3 clusters Score -2989338 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2989417.000000 Penalty: 3345.376709
	Iteration 64Q: 3 clusters Score -2989417 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2989489.250000 Penalty: 3345.376709
	Iteration 65Q: 3 clusters Score -2989489 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2989545.000000 Penalty: 3345.376709
	Iteration 66Q: 3 clusters Score -2989545 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2989590.750000 Penalty: 3345.376709
	Iteration 67Q: 3 clusters Score -2989591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2989622.000000 Penalty: 3345.376709
	Iteration 68Q: 3 clusters Score -2989622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2989658.000000 Penalty: 3345.376709
	Iteration 69Q: 3 clusters Score -2989658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2989700.250000 Penalty: 3345.376709
	Iteration 70Q: 3 clusters Score -2989700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2989758.000000 Penalty: 3345.376709
	Iteration 71Q: 3 clusters Score -2989758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2989781.750000 Penalty: 3345.376709
	Iteration 72Q: 3 clusters Score -2989782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2989802.500000 Penalty: 3345.376709
	Iteration 73Q: 3 clusters Score -2989802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2989823.500000 Penalty: 3345.376709
	Iteration 74Q: 3 clusters Score -2989824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2989841.750000 Penalty: 3345.376709
	Iteration 75Q: 3 clusters Score -2989842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2989859.500000 Penalty: 3345.376709
	Iteration 76Q: 3 clusters Score -2989860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2989875.000000 Penalty: 3345.376709
	Iteration 77Q: 3 clusters Score -2989875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2989880.000000 Penalty: 3345.376709
	Iteration 78Q: 3 clusters Score -2989880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2989885.500000 Penalty: 3345.376709
	Iteration 79Q: 3 clusters Score -2989886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2989890.250000 Penalty: 3345.376709
	Iteration 80F: 3 clusters Score -2989890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2989892.500000 Penalty: 3345.376709
	Iteration 81Q: 3 clusters Score -2989892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2989896.750000 Penalty: 3345.376709
	Iteration 82Q: 3 clusters Score -2989897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2989897.000000 Penalty: 3345.376709
	Iteration 83Q: 3 clusters Score -2989897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2989907.250000 Penalty: 3345.376709
	Iteration 84Q: 3 clusters Score -2989907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2989906.000000 Penalty: 3345.376709
	Iteration 85Q: 3 clusters Score -2989906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2989908.500000 Penalty: 3345.376709
	Iteration 86Q: 3 clusters Score -2989908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2989912.500000 Penalty: 3345.376709
	Iteration 87Q: 3 clusters Score -2989912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2989913.750000 Penalty: 3345.376709
	Iteration 88Q: 3 clusters Score -2989914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2989914.500000 Penalty: 3345.376709
	Iteration 89Q: 3 clusters Score -2989914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2989914.500000 Penalty: 3345.376709
	Iteration 90Q: 3 clusters Score -2989914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2989917.500000 Penalty: 3345.376709
	Iteration 91Q: 3 clusters Score -2989918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2989922.500000 Penalty: 3345.376709
	Iteration 92Q: 3 clusters Score -2989922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2989926.250000 Penalty: 3345.376709
	Iteration 93Q: 3 clusters Score -2989926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2989926.500000 Penalty: 3345.376709
	Iteration 94Q: 3 clusters Score -2989926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2989928.750000 Penalty: 3345.376709
	Iteration 95Q: 3 clusters Score -2989929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2989927.750000 Penalty: 3345.376709
	Iteration 96Q: 3 clusters Score -2989928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2989926.500000 Penalty: 3345.376709
	Iteration 97Q: 3 clusters Score -2989926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2989926.500000 Penalty: 3345.376709
	Iteration 98F: 3 clusters Score -2989926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -291992.343750 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -291992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289331.218750 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -289331.2 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290010.031250 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -290010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -290223.937500 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -290223.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -290368.125000 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -290368.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290484.593750 Penalty: 2594.063232
	Iteration 4F: 3 clusters Score -290484.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -290588.250000 Penalty: 2594.063232
	Iteration 5Q: 3 clusters Score -290588.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -290660.437500 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -290660.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -290697.312500 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -290697.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290724.156250 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -290724.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -290742.343750 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -290742.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -290758.937500 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -290758.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -290773.656250 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -290773.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290782.656250 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -290782.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290793.000000 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -290793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -290799.968750 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -290800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -290807.031250 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -290807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -290812.593750 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -290812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -290817.875000 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -290817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -290821.468750 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -290821.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290825.031250 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -290825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290826.531250 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -290826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -290827.593750 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -290827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -290828.687500 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -290828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -290828.812500 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -290828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -290830.093750 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -290830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -290831.375000 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -290831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -290833.468750 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -290833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -290835.281250 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -290835.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -290839.687500 Penalty: 2594.063232
	Iteration 28Q: 3 clusters Score -290839.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -290842.375000 Penalty: 2594.063232
	Iteration 29Q: 3 clusters Score -290842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290845.500000 Penalty: 2594.063232
	Iteration 30Q: 3 clusters Score -290845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -290846.750000 Penalty: 2594.063232
	Iteration 31Q: 3 clusters Score -290846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -290848.156250 Penalty: 2594.063232
	Iteration 32Q: 3 clusters Score -290848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -290849.062500 Penalty: 2594.063232
	Iteration 33Q: 3 clusters Score -290849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -290849.125000 Penalty: 2594.063232
	Iteration 34Q: 3 clusters Score -290849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -290852.093750 Penalty: 2594.063232
	Iteration 35Q: 3 clusters Score -290852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -290853.531250 Penalty: 2594.063232
	Iteration 36Q: 3 clusters Score -290853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -290854.406250 Penalty: 2594.063232
	Iteration 37Q: 3 clusters Score -290854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -290855.656250 Penalty: 2594.063232
	Iteration 38Q: 3 clusters Score -290855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -290857.125000 Penalty: 2594.063232
	Iteration 39Q: 3 clusters Score -290857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -290859.281250 Penalty: 2594.063232
	Iteration 40F: 3 clusters Score -290859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -290860.531250 Penalty: 2594.063232
	Iteration 41Q: 3 clusters Score -290860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -290860.468750 Penalty: 2594.063232
	Iteration 42Q: 3 clusters Score -290860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -290860.468750 Penalty: 2594.063232
	Iteration 43F: 3 clusters Score -290860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Entering Unmasked Estep 
Score: -2209673.750000 Penalty: 1623.960449
	Iteration 0F: 2 clusters Score -2209674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2194922.750000 Penalty: 3247.920898
	Iteration 0F: 3 clusters Score -2194923 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2200305.750000 Penalty: 3247.920898
	Iteration 1F: 3 clusters Score -2200306 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2200830.000000 Penalty: 3247.920898
	Iteration 2F: 3 clusters Score -2200830 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2201417.500000 Penalty: 3247.920898
	Iteration 3F: 3 clusters Score -2201418 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2202192.000000 Penalty: 3247.920898
	Iteration 4F: 3 clusters Score -2202192 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2203182.500000 Penalty: 3247.920898
	Iteration 5F: 3 clusters Score -2203182 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2204420.250000 Penalty: 3247.920898
	Iteration 6F: 3 clusters Score -2204420 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2205786.500000 Penalty: 3247.920898
	Iteration 7F: 3 clusters Score -2205786 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2207067.500000 Penalty: 3247.920898
	Iteration 8F: 3 clusters Score -2207068 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2208038.250000 Penalty: 3247.920898
	Iteration 9F: 3 clusters Score -2208038 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2208681.500000 Penalty: 3247.920898
	Iteration 10Q: 3 clusters Score -2208682 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2209144.000000 Penalty: 3247.920898
	Iteration 11Q: 3 clusters Score -2209144 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2209519.500000 Penalty: 3247.920898
	Iteration 12Q: 3 clusters Score -2209520 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2209806.500000 Penalty: 3247.920898
	Iteration 13Q: 3 clusters Score -2209806 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2209973.000000 Penalty: 3247.920898
	Iteration 14Q: 3 clusters Score -2209973 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2210069.750000 Penalty: 3247.920898
	Iteration 15Q: 3 clusters Score -2210070 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2210134.500000 Penalty: 3247.920898
	Iteration 16Q: 3 clusters Score -2210134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2210176.750000 Penalty: 3247.920898
	Iteration 17Q: 3 clusters Score -2210177 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2210208.750000 Penalty: 3247.920898
	Iteration 18Q: 3 clusters Score -2210209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2210216.750000 Penalty: 3247.920898
	Iteration 19Q: 3 clusters Score -2210217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2210226.750000 Penalty: 3247.920898
	Iteration 20F: 3 clusters Score -2210227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2210229.250000 Penalty: 3247.920898
	Iteration 21Q: 3 clusters Score -2210229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2210234.000000 Penalty: 3247.920898
	Iteration 22Q: 3 clusters Score -2210234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2210232.500000 Penalty: 3247.920898
	Iteration 23Q: 3 clusters Score -2210232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2210238.500000 Penalty: 3247.920898
	Iteration 24Q: 3 clusters Score -2210238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2210239.000000 Penalty: 3247.920898
	Iteration 25Q: 3 clusters Score -2210239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2210237.750000 Penalty: 3247.920898
	Iteration 26Q: 3 clusters Score -2210238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2210246.250000 Penalty: 3247.920898
	Iteration 27Q: 3 clusters Score -2210246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2210244.250000 Penalty: 3247.920898
	Iteration 28Q: 3 clusters Score -2210244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2210250.750000 Penalty: 3247.920898
	Iteration 29Q: 3 clusters Score -2210251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2210254.000000 Penalty: 3247.920898
	Iteration 30Q: 3 clusters Score -2210254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2210244.500000 Penalty: 3247.920898
	Iteration 31Q: 3 clusters Score -2210244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2210251.000000 Penalty: 3247.920898
	Iteration 32Q: 3 clusters Score -2210251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2210252.750000 Penalty: 3247.920898
	Iteration 33Q: 3 clusters Score -2210253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2210253.000000 Penalty: 3247.920898
	Iteration 34Q: 3 clusters Score -2210253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2210259.250000 Penalty: 3247.920898
	Iteration 35Q: 3 clusters Score -2210259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2210250.250000 Penalty: 3247.920898
	Iteration 36Q: 3 clusters Score -2210250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2210253.500000 Penalty: 3247.920898
	Iteration 37Q: 3 clusters Score -2210254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2210254.500000 Penalty: 3247.920898
	Iteration 38Q: 3 clusters Score -2210254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2210249.250000 Penalty: 3247.920898
	Iteration 39Q: 3 clusters Score -2210249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2210251.750000 Penalty: 3247.920898
	Iteration 40F: 3 clusters Score -2210252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2210251.500000 Penalty: 3247.920898
	Iteration 41Q: 3 clusters Score -2210252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2210251.000000 Penalty: 3247.920898
	Iteration 42Q: 3 clusters Score -2210251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2210251.000000 Penalty: 3247.920898
	Iteration 43Q: 3 clusters Score -2210251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2210251.000000 Penalty: 3247.920898
	Iteration 44F: 3 clusters Score -2210251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 11330 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 10556 members 
Entering Unmasked Estep 
Score: -54935432.000000 Penalty: 94598.937500
Splitting cluster 30 changes total score from -54935452.000000 to -54935432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -688422.000000 Penalty: 1432.062866
	Iteration 0F: 2 clusters Score -688422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -683378.625000 Penalty: 2864.125732
	Iteration 0F: 3 clusters Score -683378.6 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -685223.000000 Penalty: 2864.125732
	Iteration 1F: 3 clusters Score -685223 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -685715.062500 Penalty: 2864.125732
	Iteration 2F: 3 clusters Score -685715.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -686085.750000 Penalty: 2864.125732
	Iteration 3F: 3 clusters Score -686085.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -686390.625000 Penalty: 2864.125732
	Iteration 4F: 3 clusters Score -686390.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -686624.750000 Penalty: 2864.125732
	Iteration 5F: 3 clusters Score -686624.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -686805.062500 Penalty: 2864.125732
	Iteration 6Q: 3 clusters Score -686805.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -686950.500000 Penalty: 2864.125732
	Iteration 7Q: 3 clusters Score -686950.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -687076.125000 Penalty: 2864.125732
	Iteration 8Q: 3 clusters Score -687076.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -687195.187500 Penalty: 2864.125732
	Iteration 9Q: 3 clusters Score -687195.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -687318.937500 Penalty: 2864.125732
	Iteration 10Q: 3 clusters Score -687318.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -687423.187500 Penalty: 2864.125732
	Iteration 11Q: 3 clusters Score -687423.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -687502.937500 Penalty: 2864.125732
	Iteration 12Q: 3 clusters Score -687502.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -687566.312500 Penalty: 2864.125732
	Iteration 13Q: 3 clusters Score -687566.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -687610.187500 Penalty: 2864.125732
	Iteration 14Q: 3 clusters Score -687610.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -687642.062500 Penalty: 2864.125732
	Iteration 15Q: 3 clusters Score -687642.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -687666.250000 Penalty: 2864.125732
	Iteration 16Q: 3 clusters Score -687666.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -687689.375000 Penalty: 2864.125732
	Iteration 17Q: 3 clusters Score -687689.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -687707.687500 Penalty: 2864.125732
	Iteration 18Q: 3 clusters Score -687707.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -687724.375000 Penalty: 2864.125732
	Iteration 19Q: 3 clusters Score -687724.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -687737.187500 Penalty: 2864.125732
	Iteration 20F: 3 clusters Score -687737.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -687743.062500 Penalty: 2864.125732
	Iteration 21Q: 3 clusters Score -687743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -687749.375000 Penalty: 2864.125732
	Iteration 22Q: 3 clusters Score -687749.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -687752.312500 Penalty: 2864.125732
	Iteration 23Q: 3 clusters Score -687752.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -687756.187500 Penalty: 2864.125732
	Iteration 24Q: 3 clusters Score -687756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -687760.687500 Penalty: 2864.125732
	Iteration 25Q: 3 clusters Score -687760.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -687767.875000 Penalty: 2864.125732
	Iteration 26Q: 3 clusters Score -687767.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -687772.375000 Penalty: 2864.125732
	Iteration 27Q: 3 clusters Score -687772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -687774.250000 Penalty: 2864.125732
	Iteration 28Q: 3 clusters Score -687774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -687776.750000 Penalty: 2864.125732
	Iteration 29Q: 3 clusters Score -687776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -687777.812500 Penalty: 2864.125732
	Iteration 30Q: 3 clusters Score -687777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -687778.000000 Penalty: 2864.125732
	Iteration 31Q: 3 clusters Score -687778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -687778.875000 Penalty: 2864.125732
	Iteration 32Q: 3 clusters Score -687778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -687778.562500 Penalty: 2864.125732
	Iteration 33Q: 3 clusters Score -687778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -687778.625000 Penalty: 2864.125732
	Iteration 34Q: 3 clusters Score -687778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -687778.625000 Penalty: 2864.125732
	Iteration 35F: 3 clusters Score -687778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -607650.875000 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -607650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -602857.437500 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -602857.4 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -604427.812500 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -604427.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -604705.000000 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -604705 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -604907.187500 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -604907.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -605063.000000 Penalty: 2838.365723
	Iteration 4Q: 3 clusters Score -605063 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -605211.937500 Penalty: 2838.365723
	Iteration 5Q: 3 clusters Score -605211.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -605325.312500 Penalty: 2838.365723
	Iteration 6Q: 3 clusters Score -605325.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -605421.312500 Penalty: 2838.365723
	Iteration 7Q: 3 clusters Score -605421.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -605495.437500 Penalty: 2838.365723
	Iteration 8Q: 3 clusters Score -605495.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -605562.625000 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -605562.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -605641.937500 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -605641.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -605715.250000 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -605715.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -605801.062500 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -605801.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -605897.062500 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -605897.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -605977.000000 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -605977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -606056.625000 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -606056.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -606150.437500 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -606150.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -606227.750000 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -606227.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -606298.250000 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -606298.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -606360.500000 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -606360.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -606422.750000 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -606422.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -606481.062500 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -606481.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -606519.500000 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -606519.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -606545.062500 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -606545.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -606568.812500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -606568.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -606591.062500 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -606591.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -606608.937500 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -606608.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -606626.125000 Penalty: 2838.365723
	Iteration 27Q: 3 clusters Score -606626.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -606637.062500 Penalty: 2838.365723
	Iteration 28Q: 3 clusters Score -606637.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -606647.125000 Penalty: 2838.365723
	Iteration 29Q: 3 clusters Score -606647.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -606657.250000 Penalty: 2838.365723
	Iteration 30Q: 3 clusters Score -606657.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -606666.000000 Penalty: 2838.365723
	Iteration 31Q: 3 clusters Score -606666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -606672.937500 Penalty: 2838.365723
	Iteration 32Q: 3 clusters Score -606672.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -606685.062500 Penalty: 2838.365723
	Iteration 33Q: 3 clusters Score -606685.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -606697.250000 Penalty: 2838.365723
	Iteration 34Q: 3 clusters Score -606697.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -606709.125000 Penalty: 2838.365723
	Iteration 35Q: 3 clusters Score -606709.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -606719.062500 Penalty: 2838.365723
	Iteration 36Q: 3 clusters Score -606719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -606723.937500 Penalty: 2838.365723
	Iteration 37Q: 3 clusters Score -606723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -606730.750000 Penalty: 2838.365723
	Iteration 38Q: 3 clusters Score -606730.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -606738.250000 Penalty: 2838.365723
	Iteration 39Q: 3 clusters Score -606738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -606741.000000 Penalty: 2838.365723
	Iteration 40F: 3 clusters Score -606741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -606744.437500 Penalty: 2838.365723
	Iteration 41Q: 3 clusters Score -606744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -606743.562500 Penalty: 2838.365723
	Iteration 42Q: 3 clusters Score -606743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -606745.375000 Penalty: 2838.365723
	Iteration 43Q: 3 clusters Score -606745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -606745.937500 Penalty: 2838.365723
	Iteration 44Q: 3 clusters Score -606745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -606747.312500 Penalty: 2838.365723
	Iteration 45Q: 3 clusters Score -606747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -606749.937500 Penalty: 2838.365723
	Iteration 46Q: 3 clusters Score -606749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -606749.937500 Penalty: 2838.365723
	Iteration 47Q: 3 clusters Score -606749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -606750.750000 Penalty: 2838.365723
	Iteration 48Q: 3 clusters Score -606750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -606752.312500 Penalty: 2838.365723
	Iteration 49Q: 3 clusters Score -606752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -606754.625000 Penalty: 2838.365723
	Iteration 50Q: 3 clusters Score -606754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -606754.875000 Penalty: 2838.365723
	Iteration 51Q: 3 clusters Score -606754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -606759.812500 Penalty: 2838.365723
	Iteration 52Q: 3 clusters Score -606759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -606766.187500 Penalty: 2838.365723
	Iteration 53Q: 3 clusters Score -606766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -606770.625000 Penalty: 2838.365723
	Iteration 54Q: 3 clusters Score -606770.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -606773.812500 Penalty: 2838.365723
	Iteration 55Q: 3 clusters Score -606773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -606777.750000 Penalty: 2838.365723
	Iteration 56Q: 3 clusters Score -606777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -606782.875000 Penalty: 2838.365723
	Iteration 57Q: 3 clusters Score -606782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -606785.625000 Penalty: 2838.365723
	Iteration 58Q: 3 clusters Score -606785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -606787.500000 Penalty: 2838.365723
	Iteration 59Q: 3 clusters Score -606787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -606789.062500 Penalty: 2838.365723
	Iteration 60F: 3 clusters Score -606789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -606790.000000 Penalty: 2838.365723
	Iteration 61Q: 3 clusters Score -606790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -606790.812500 Penalty: 2838.365723
	Iteration 62Q: 3 clusters Score -606790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -606792.437500 Penalty: 2838.365723
	Iteration 63Q: 3 clusters Score -606792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -606793.375000 Penalty: 2838.365723
	Iteration 64Q: 3 clusters Score -606793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -606794.000000 Penalty: 2838.365723
	Iteration 65Q: 3 clusters Score -606794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -606795.625000 Penalty: 2838.365723
	Iteration 66Q: 3 clusters Score -606795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -606795.500000 Penalty: 2838.365723
	Iteration 67Q: 3 clusters Score -606795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -606795.875000 Penalty: 2838.365723
	Iteration 68Q: 3 clusters Score -606795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -606798.312500 Penalty: 2838.365723
	Iteration 69Q: 3 clusters Score -606798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -606798.000000 Penalty: 2838.365723
	Iteration 70Q: 3 clusters Score -606798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -606798.437500 Penalty: 2838.365723
	Iteration 71Q: 3 clusters Score -606798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -606798.625000 Penalty: 2838.365723
	Iteration 72Q: 3 clusters Score -606798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -606798.625000 Penalty: 2838.365723
	Iteration 73F: 3 clusters Score -606798.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -360580.093750 Penalty: 1336.774658
	Iteration 0F: 2 clusters Score -360580.1 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 1879 members 
Entering Unmasked Estep 
Score: -357368.875000 Penalty: 2673.549316
	Iteration 0F: 3 clusters Score -357368.9 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -358214.781250 Penalty: 2673.549316
	Iteration 1F: 3 clusters Score -358214.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -358411.093750 Penalty: 2673.549316
	Iteration 2F: 3 clusters Score -358411.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -358591.781250 Penalty: 2673.549316
	Iteration 3F: 3 clusters Score -358591.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -358772.375000 Penalty: 2673.549316
	Iteration 4F: 3 clusters Score -358772.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -358952.218750 Penalty: 2673.549316
	Iteration 5F: 3 clusters Score -358952.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -359116.125000 Penalty: 2673.549316
	Iteration 6F: 3 clusters Score -359116.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -359280.125000 Penalty: 2673.549316
	Iteration 7Q: 3 clusters Score -359280.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -359398.750000 Penalty: 2673.549316
	Iteration 8Q: 3 clusters Score -359398.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -359526.843750 Penalty: 2673.549316
	Iteration 9Q: 3 clusters Score -359526.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -359613.406250 Penalty: 2673.549316
	Iteration 10Q: 3 clusters Score -359613.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -359701.031250 Penalty: 2673.549316
	Iteration 11Q: 3 clusters Score -359701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -359786.281250 Penalty: 2673.549316
	Iteration 12Q: 3 clusters Score -359786.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -359861.406250 Penalty: 2673.549316
	Iteration 13Q: 3 clusters Score -359861.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -359920.875000 Penalty: 2673.549316
	Iteration 14Q: 3 clusters Score -359920.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -359956.531250 Penalty: 2673.549316
	Iteration 15Q: 3 clusters Score -359956.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -359987.218750 Penalty: 2673.549316
	Iteration 16Q: 3 clusters Score -359987.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -360007.250000 Penalty: 2673.549316
	Iteration 17Q: 3 clusters Score -360007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -360021.812500 Penalty: 2673.549316
	Iteration 18Q: 3 clusters Score -360021.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -360034.156250 Penalty: 2673.549316
	Iteration 19Q: 3 clusters Score -360034.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -360046.250000 Penalty: 2673.549316
	Iteration 20F: 3 clusters Score -360046.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -360053.281250 Penalty: 2673.549316
	Iteration 21Q: 3 clusters Score -360053.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -360061.437500 Penalty: 2673.549316
	Iteration 22Q: 3 clusters Score -360061.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -360065.812500 Penalty: 2673.549316
	Iteration 23Q: 3 clusters Score -360065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -360070.562500 Penalty: 2673.549316
	Iteration 24Q: 3 clusters Score -360070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -360073.531250 Penalty: 2673.549316
	Iteration 25Q: 3 clusters Score -360073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -360075.875000 Penalty: 2673.549316
	Iteration 26Q: 3 clusters Score -360075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -360080.187500 Penalty: 2673.549316
	Iteration 27Q: 3 clusters Score -360080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -360084.718750 Penalty: 2673.549316
	Iteration 28Q: 3 clusters Score -360084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -360089.750000 Penalty: 2673.549316
	Iteration 29Q: 3 clusters Score -360089.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -360097.843750 Penalty: 2673.549316
	Iteration 30Q: 3 clusters Score -360097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -360104.468750 Penalty: 2673.549316
	Iteration 31Q: 3 clusters Score -360104.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -360110.968750 Penalty: 2673.549316
	Iteration 32Q: 3 clusters Score -360111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -360120.937500 Penalty: 2673.549316
	Iteration 33Q: 3 clusters Score -360120.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -360126.875000 Penalty: 2673.549316
	Iteration 34Q: 3 clusters Score -360126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -360132.593750 Penalty: 2673.549316
	Iteration 35Q: 3 clusters Score -360132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -360139.312500 Penalty: 2673.549316
	Iteration 36Q: 3 clusters Score -360139.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -360149.656250 Penalty: 2673.549316
	Iteration 37Q: 3 clusters Score -360149.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -360159.500000 Penalty: 2673.549316
	Iteration 38Q: 3 clusters Score -360159.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -360169.156250 Penalty: 2673.549316
	Iteration 39Q: 3 clusters Score -360169.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -360177.281250 Penalty: 2673.549316
	Iteration 40F: 3 clusters Score -360177.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -360184.343750 Penalty: 2673.549316
	Iteration 41Q: 3 clusters Score -360184.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -360194.906250 Penalty: 2673.549316
	Iteration 42Q: 3 clusters Score -360194.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -360200.656250 Penalty: 2673.549316
	Iteration 43Q: 3 clusters Score -360200.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -360209.468750 Penalty: 2673.549316
	Iteration 44Q: 3 clusters Score -360209.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -360220.093750 Penalty: 2673.549316
	Iteration 45Q: 3 clusters Score -360220.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -360228.125000 Penalty: 2673.549316
	Iteration 46Q: 3 clusters Score -360228.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -360237.875000 Penalty: 2673.549316
	Iteration 47Q: 3 clusters Score -360237.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -360248.718750 Penalty: 2673.549316
	Iteration 48Q: 3 clusters Score -360248.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -360257.656250 Penalty: 2673.549316
	Iteration 49Q: 3 clusters Score -360257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -360261.687500 Penalty: 2673.549316
	Iteration 50Q: 3 clusters Score -360261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -360265.906250 Penalty: 2673.549316
	Iteration 51Q: 3 clusters Score -360265.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -360271.718750 Penalty: 2673.549316
	Iteration 52Q: 3 clusters Score -360271.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -360278.968750 Penalty: 2673.549316
	Iteration 53Q: 3 clusters Score -360279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -360284.343750 Penalty: 2673.549316
	Iteration 54Q: 3 clusters Score -360284.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -360289.625000 Penalty: 2673.549316
	Iteration 55Q: 3 clusters Score -360289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -360292.437500 Penalty: 2673.549316
	Iteration 56Q: 3 clusters Score -360292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -360295.156250 Penalty: 2673.549316
	Iteration 57Q: 3 clusters Score -360295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -360299.062500 Penalty: 2673.549316
	Iteration 58Q: 3 clusters Score -360299.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -360304.625000 Penalty: 2673.549316
	Iteration 59Q: 3 clusters Score -360304.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -360312.125000 Penalty: 2673.549316
	Iteration 60F: 3 clusters Score -360312.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -360317.093750 Penalty: 2673.549316
	Iteration 61Q: 3 clusters Score -360317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -360320.625000 Penalty: 2673.549316
	Iteration 62Q: 3 clusters Score -360320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -360324.656250 Penalty: 2673.549316
	Iteration 63Q: 3 clusters Score -360324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -360328.875000 Penalty: 2673.549316
	Iteration 64Q: 3 clusters Score -360328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -360332.468750 Penalty: 2673.549316
	Iteration 65Q: 3 clusters Score -360332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -360334.562500 Penalty: 2673.549316
	Iteration 66Q: 3 clusters Score -360334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -360335.218750 Penalty: 2673.549316
	Iteration 67Q: 3 clusters Score -360335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -360335.718750 Penalty: 2673.549316
	Iteration 68Q: 3 clusters Score -360335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -360336.781250 Penalty: 2673.549316
	Iteration 69Q: 3 clusters Score -360336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -360336.812500 Penalty: 2673.549316
	Iteration 70Q: 3 clusters Score -360336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -360337.218750 Penalty: 2673.549316
	Iteration 71Q: 3 clusters Score -360337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -360337.218750 Penalty: 2673.549316
	Iteration 72F: 3 clusters Score -360337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -51420.296875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -51420.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50410.214844 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -50410.21 nChanged 152
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: -50639.226562 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -50639.23 nChanged 40
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: -50701.585938 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -50701.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50746.644531 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -50746.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50779.667969 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -50779.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50846.195312 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -50846.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50878.679688 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -50878.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50893.652344 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -50893.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50905.921875 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -50905.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50924.597656 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -50924.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50950.792969 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -50950.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50974.531250 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -50974.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51012.675781 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -51012.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -51034.300781 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -51034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51047.566406 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -51047.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51058.062500 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -51058.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51066.121094 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -51066.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51075.199219 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -51075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51080.773438 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -51080.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51086.156250 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -51086.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51089.687500 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -51089.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51090.582031 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -51090.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51091.820312 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -51091.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51091.820312 Penalty: 2053.078613
	Iteration 23F: 3 clusters Score -51091.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -397328.968750 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -397329 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 1978 members 
Entering Unmasked Estep 
Score: -394011.562500 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -394011.6 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -394836.531250 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -394836.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -395004.281250 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -395004.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -395142.687500 Penalty: 2690.736816
	Iteration 3F: 3 clusters Score -395142.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -395313.562500 Penalty: 2690.736816
	Iteration 4F: 3 clusters Score -395313.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -395540.218750 Penalty: 2690.736816
	Iteration 5F: 3 clusters Score -395540.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -395773.750000 Penalty: 2690.736816
	Iteration 6F: 3 clusters Score -395773.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -396020.687500 Penalty: 2690.736816
	Iteration 7F: 3 clusters Score -396020.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -396214.750000 Penalty: 2690.736816
	Iteration 8F: 3 clusters Score -396214.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -396358.250000 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -396358.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -396463.250000 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -396463.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -396532.468750 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -396532.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -396576.625000 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -396576.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -396604.718750 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -396604.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -396621.437500 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -396621.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -396628.843750 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -396628.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -396637.843750 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -396637.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -396653.750000 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -396653.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396669.593750 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -396669.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -396682.062500 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -396682.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -396700.562500 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -396700.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -396713.593750 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -396713.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -396720.843750 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -396720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -396726.312500 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -396726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -396727.718750 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -396727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -396728.125000 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -396728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -396728.937500 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -396728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -396729.125000 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -396729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -396730.156250 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -396730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -396732.468750 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -396732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -396733.375000 Penalty: 2690.736816
	Iteration 30Q: 3 clusters Score -396733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -396733.437500 Penalty: 2690.736816
	Iteration 31Q: 3 clusters Score -396733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -396734.093750 Penalty: 2690.736816
	Iteration 32Q: 3 clusters Score -396734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -396736.093750 Penalty: 2690.736816
	Iteration 33Q: 3 clusters Score -396736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -396736.500000 Penalty: 2690.736816
	Iteration 34Q: 3 clusters Score -396736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -396736.718750 Penalty: 2690.736816
	Iteration 35Q: 3 clusters Score -396736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -396736.718750 Penalty: 2690.736816
	Iteration 36F: 3 clusters Score -396736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -636930.000000 Penalty: 1425.976685
	Iteration 0F: 2 clusters Score -636930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -631996.062500 Penalty: 2851.953369
	Iteration 0F: 3 clusters Score -631996.1 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -633459.375000 Penalty: 2851.953369
	Iteration 1F: 3 clusters Score -633459.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -633780.062500 Penalty: 2851.953369
	Iteration 2F: 3 clusters Score -633780.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -634152.937500 Penalty: 2851.953369
	Iteration 3F: 3 clusters Score -634152.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -634680.687500 Penalty: 2851.953369
	Iteration 4F: 3 clusters Score -634680.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -635194.000000 Penalty: 2851.953369
	Iteration 5F: 3 clusters Score -635194 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -635573.500000 Penalty: 2851.953369
	Iteration 6F: 3 clusters Score -635573.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -635851.125000 Penalty: 2851.953369
	Iteration 7F: 3 clusters Score -635851.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -636037.375000 Penalty: 2851.953369
	Iteration 8Q: 3 clusters Score -636037.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -636220.250000 Penalty: 2851.953369
	Iteration 9Q: 3 clusters Score -636220.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -636420.125000 Penalty: 2851.953369
	Iteration 10Q: 3 clusters Score -636420.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -636660.437500 Penalty: 2851.953369
	Iteration 11Q: 3 clusters Score -636660.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -636848.625000 Penalty: 2851.953369
	Iteration 12Q: 3 clusters Score -636848.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -637007.812500 Penalty: 2851.953369
	Iteration 13Q: 3 clusters Score -637007.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -637127.812500 Penalty: 2851.953369
	Iteration 14Q: 3 clusters Score -637127.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -637199.500000 Penalty: 2851.953369
	Iteration 15Q: 3 clusters Score -637199.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -637227.625000 Penalty: 2851.953369
	Iteration 16Q: 3 clusters Score -637227.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -637242.375000 Penalty: 2851.953369
	Iteration 17Q: 3 clusters Score -637242.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -637249.812500 Penalty: 2851.953369
	Iteration 18Q: 3 clusters Score -637249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -637253.937500 Penalty: 2851.953369
	Iteration 19Q: 3 clusters Score -637253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -637255.125000 Penalty: 2851.953369
	Iteration 20F: 3 clusters Score -637255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -637255.500000 Penalty: 2851.953369
	Iteration 21Q: 3 clusters Score -637255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -637255.437500 Penalty: 2851.953369
	Iteration 22Q: 3 clusters Score -637255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -637255.437500 Penalty: 2851.953369
	Iteration 23F: 3 clusters Score -637255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 9161 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 114158 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 4891 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 75065 members 
Mstep: Class 19 contains 3282 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 29539 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 6207 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 554 members 
Mstep: Class 35 contains 3941 members 
Mstep: Class 36 contains 1837 members 
Mstep: Class 37 contains 5319 members 
Mstep: Class 38 contains 22628 members 
Mstep: Class 39 contains 1479 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 8035 members 
Mstep: Class 43 contains 2636 members 
Mstep: Class 44 contains 4635 members 
Entering Unmasked Estep 
Score: -54935048.000000 Penalty: 94598.937500
Splitting cluster 36 changes total score from -54935452.000000 to -54935048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Entering Unmasked Estep 
Score: -455104.500000 Penalty: 1394.094116
	Iteration 0F: 2 clusters Score -455104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -450958.968750 Penalty: 2788.188232
	Iteration 0F: 3 clusters Score -450959 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -452618.750000 Penalty: 2788.188232
	Iteration 1F: 3 clusters Score -452618.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -453391.218750 Penalty: 2788.188232
	Iteration 2F: 3 clusters Score -453391.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -453941.218750 Penalty: 2788.188232
	Iteration 3F: 3 clusters Score -453941.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -454280.406250 Penalty: 2788.188232
	Iteration 4F: 3 clusters Score -454280.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -454472.625000 Penalty: 2788.188232
	Iteration 5Q: 3 clusters Score -454472.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -454581.281250 Penalty: 2788.188232
	Iteration 6Q: 3 clusters Score -454581.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -454641.343750 Penalty: 2788.188232
	Iteration 7Q: 3 clusters Score -454641.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -454691.687500 Penalty: 2788.188232
	Iteration 8Q: 3 clusters Score -454691.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -454733.562500 Penalty: 2788.188232
	Iteration 9Q: 3 clusters Score -454733.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -454755.156250 Penalty: 2788.188232
	Iteration 10Q: 3 clusters Score -454755.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -454773.156250 Penalty: 2788.188232
	Iteration 11Q: 3 clusters Score -454773.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -454788.625000 Penalty: 2788.188232
	Iteration 12Q: 3 clusters Score -454788.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -454808.437500 Penalty: 2788.188232
	Iteration 13Q: 3 clusters Score -454808.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -454817.437500 Penalty: 2788.188232
	Iteration 14Q: 3 clusters Score -454817.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -454824.000000 Penalty: 2788.188232
	Iteration 15Q: 3 clusters Score -454824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -454830.906250 Penalty: 2788.188232
	Iteration 16Q: 3 clusters Score -454830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -454835.312500 Penalty: 2788.188232
	Iteration 17Q: 3 clusters Score -454835.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -454841.218750 Penalty: 2788.188232
	Iteration 18Q: 3 clusters Score -454841.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -454846.906250 Penalty: 2788.188232
	Iteration 19Q: 3 clusters Score -454846.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -454852.781250 Penalty: 2788.188232
	Iteration 20F: 3 clusters Score -454852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -454857.031250 Penalty: 2788.188232
	Iteration 21Q: 3 clusters Score -454857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -454860.281250 Penalty: 2788.188232
	Iteration 22Q: 3 clusters Score -454860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -454864.281250 Penalty: 2788.188232
	Iteration 23Q: 3 clusters Score -454864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -454865.812500 Penalty: 2788.188232
	Iteration 24Q: 3 clusters Score -454865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -454865.468750 Penalty: 2788.188232
	Iteration 25Q: 3 clusters Score -454865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -454865.468750 Penalty: 2788.188232
	Iteration 26F: 3 clusters Score -454865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Entering Unmasked Estep 
Score: -2318210.000000 Penalty: 1629.378296
	Iteration 0F: 2 clusters Score -2318210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2302954.000000 Penalty: 3258.756592
	Iteration 0F: 3 clusters Score -2302954 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2308578.750000 Penalty: 3258.756592
	Iteration 1F: 3 clusters Score -2308579 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2309036.000000 Penalty: 3258.756592
	Iteration 2F: 3 clusters Score -2309036 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2309636.500000 Penalty: 3258.756592
	Iteration 3F: 3 clusters Score -2309636 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2310448.750000 Penalty: 3258.756592
	Iteration 4F: 3 clusters Score -2310449 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2311502.750000 Penalty: 3258.756592
	Iteration 5F: 3 clusters Score -2311503 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2312581.500000 Penalty: 3258.756592
	Iteration 6F: 3 clusters Score -2312582 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2313476.250000 Penalty: 3258.756592
	Iteration 7F: 3 clusters Score -2313476 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2314153.250000 Penalty: 3258.756592
	Iteration 8F: 3 clusters Score -2314153 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2314679.000000 Penalty: 3258.756592
	Iteration 9Q: 3 clusters Score -2314679 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2315051.500000 Penalty: 3258.756592
	Iteration 10Q: 3 clusters Score -2315052 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2315345.000000 Penalty: 3258.756592
	Iteration 11Q: 3 clusters Score -2315345 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2315598.000000 Penalty: 3258.756592
	Iteration 12Q: 3 clusters Score -2315598 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2315818.500000 Penalty: 3258.756592
	Iteration 13Q: 3 clusters Score -2315818 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2315984.750000 Penalty: 3258.756592
	Iteration 14Q: 3 clusters Score -2315985 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2316115.000000 Penalty: 3258.756592
	Iteration 15Q: 3 clusters Score -2316115 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2316262.000000 Penalty: 3258.756592
	Iteration 16Q: 3 clusters Score -2316262 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2316445.250000 Penalty: 3258.756592
	Iteration 17Q: 3 clusters Score -2316445 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2316602.500000 Penalty: 3258.756592
	Iteration 18Q: 3 clusters Score -2316602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2316744.250000 Penalty: 3258.756592
	Iteration 19Q: 3 clusters Score -2316744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2316842.750000 Penalty: 3258.756592
	Iteration 20F: 3 clusters Score -2316843 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2316910.000000 Penalty: 3258.756592
	Iteration 21Q: 3 clusters Score -2316910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2316964.750000 Penalty: 3258.756592
	Iteration 22Q: 3 clusters Score -2316965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2316989.000000 Penalty: 3258.756592
	Iteration 23Q: 3 clusters Score -2316989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2317000.000000 Penalty: 3258.756592
	Iteration 24Q: 3 clusters Score -2317000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2317017.750000 Penalty: 3258.756592
	Iteration 25Q: 3 clusters Score -2317018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2317026.000000 Penalty: 3258.756592
	Iteration 26Q: 3 clusters Score -2317026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2317031.000000 Penalty: 3258.756592
	Iteration 27Q: 3 clusters Score -2317031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2317033.250000 Penalty: 3258.756592
	Iteration 28Q: 3 clusters Score -2317033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2317036.000000 Penalty: 3258.756592
	Iteration 29Q: 3 clusters Score -2317036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2317039.500000 Penalty: 3258.756592
	Iteration 30Q: 3 clusters Score -2317040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2317040.000000 Penalty: 3258.756592
	Iteration 31Q: 3 clusters Score -2317040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2317043.750000 Penalty: 3258.756592
	Iteration 32Q: 3 clusters Score -2317044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2317044.250000 Penalty: 3258.756592
	Iteration 33Q: 3 clusters Score -2317044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2317039.500000 Penalty: 3258.756592
	Iteration 34Q: 3 clusters Score -2317040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2317045.750000 Penalty: 3258.756592
	Iteration 35Q: 3 clusters Score -2317046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2317042.250000 Penalty: 3258.756592
	Iteration 36Q: 3 clusters Score -2317042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2317042.250000 Penalty: 3258.756592
	Iteration 37F: 3 clusters Score -2317042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -154139.937500 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -154139.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152378.343750 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -152378.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152717.468750 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -152717.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152816.687500 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -152816.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152870.171875 Penalty: 2372.214355
	Iteration 3Q: 3 clusters Score -152870.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152892.546875 Penalty: 2372.214355
	Iteration 4Q: 3 clusters Score -152892.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152907.218750 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -152907.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -152923.500000 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -152923.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152941.515625 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -152941.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152953.343750 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -152953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152959.000000 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -152959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152960.093750 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -152960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152960.906250 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -152960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152960.906250 Penalty: 2372.214355
	Iteration 12F: 3 clusters Score -152960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -810185.062500 Penalty: 1457.653809
	Iteration 0F: 2 clusters Score -810185.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -804373.750000 Penalty: 2915.307617
	Iteration 0F: 3 clusters Score -804373.8 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -806119.375000 Penalty: 2915.307617
	Iteration 1F: 3 clusters Score -806119.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -806299.562500 Penalty: 2915.307617
	Iteration 2F: 3 clusters Score -806299.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -806415.687500 Penalty: 2915.307617
	Iteration 3Q: 3 clusters Score -806415.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -806519.500000 Penalty: 2915.307617
	Iteration 4Q: 3 clusters Score -806519.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -806613.562500 Penalty: 2915.307617
	Iteration 5Q: 3 clusters Score -806613.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -806721.062500 Penalty: 2915.307617
	Iteration 6Q: 3 clusters Score -806721.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -806848.562500 Penalty: 2915.307617
	Iteration 7Q: 3 clusters Score -806848.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -807042.687500 Penalty: 2915.307617
	Iteration 8Q: 3 clusters Score -807042.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -807262.375000 Penalty: 2915.307617
	Iteration 9Q: 3 clusters Score -807262.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -807500.312500 Penalty: 2915.307617
	Iteration 10Q: 3 clusters Score -807500.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -807782.000000 Penalty: 2915.307617
	Iteration 11Q: 3 clusters Score -807782 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -808078.687500 Penalty: 2915.307617
	Iteration 12Q: 3 clusters Score -808078.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -808346.000000 Penalty: 2915.307617
	Iteration 13Q: 3 clusters Score -808346 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -808547.500000 Penalty: 2915.307617
	Iteration 14Q: 3 clusters Score -808547.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -808673.562500 Penalty: 2915.307617
	Iteration 15Q: 3 clusters Score -808673.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -808741.062500 Penalty: 2915.307617
	Iteration 16Q: 3 clusters Score -808741.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -808792.500000 Penalty: 2915.307617
	Iteration 17Q: 3 clusters Score -808792.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -808831.812500 Penalty: 2915.307617
	Iteration 18Q: 3 clusters Score -808831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -808852.625000 Penalty: 2915.307617
	Iteration 19Q: 3 clusters Score -808852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -808865.187500 Penalty: 2915.307617
	Iteration 20F: 3 clusters Score -808865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -808875.375000 Penalty: 2915.307617
	Iteration 21Q: 3 clusters Score -808875.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -808887.562500 Penalty: 2915.307617
	Iteration 22Q: 3 clusters Score -808887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -808894.625000 Penalty: 2915.307617
	Iteration 23Q: 3 clusters Score -808894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -808898.812500 Penalty: 2915.307617
	Iteration 24Q: 3 clusters Score -808898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -808906.062500 Penalty: 2915.307617
	Iteration 25Q: 3 clusters Score -808906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -808909.562500 Penalty: 2915.307617
	Iteration 26Q: 3 clusters Score -808909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -808912.937500 Penalty: 2915.307617
	Iteration 27Q: 3 clusters Score -808912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -808913.875000 Penalty: 2915.307617
	Iteration 28Q: 3 clusters Score -808913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -808914.937500 Penalty: 2915.307617
	Iteration 29Q: 3 clusters Score -808914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -808919.187500 Penalty: 2915.307617
	Iteration 30Q: 3 clusters Score -808919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -808922.875000 Penalty: 2915.307617
	Iteration 31Q: 3 clusters Score -808922.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -808922.875000 Penalty: 2915.307617
	Iteration 32F: 3 clusters Score -808922.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -199538.843750 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -199538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -197426.437500 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -197426.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -197856.359375 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -197856.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -197949.937500 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -197949.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -198010.968750 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -198011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -198060.468750 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -198060.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -198093.593750 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -198093.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -198114.937500 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -198114.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -198132.812500 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -198132.8 nChanged 24
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: -198146.421875 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -198146.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -198155.484375 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -198155.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -198163.640625 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -198163.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198172.343750 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -198172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -198179.921875 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -198179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -198188.953125 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -198189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -198192.109375 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -198192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -198193.093750 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -198193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -198193.015625 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -198193 nChanged 3
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: -198193.859375 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -198193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -198194.218750 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -198194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -198196.140625 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -198196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198197.562500 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -198197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198199.609375 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -198199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -198206.437500 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -198206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198211.359375 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -198211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -198214.203125 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -198214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -198216.703125 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -198216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -198217.328125 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -198217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -198217.328125 Penalty: 2465.051270
	Iteration 27F: 3 clusters Score -198217.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -818680.000000 Penalty: 1461.128784
	Iteration 0F: 2 clusters Score -818680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -812776.375000 Penalty: 2922.257568
	Iteration 0F: 3 clusters Score -812776.4 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -814651.312500 Penalty: 2922.257568
	Iteration 1F: 3 clusters Score -814651.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -814925.187500 Penalty: 2922.257568
	Iteration 2F: 3 clusters Score -814925.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -815154.187500 Penalty: 2922.257568
	Iteration 3F: 3 clusters Score -815154.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -815399.500000 Penalty: 2922.257568
	Iteration 4F: 3 clusters Score -815399.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -815682.375000 Penalty: 2922.257568
	Iteration 5F: 3 clusters Score -815682.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -816019.250000 Penalty: 2922.257568
	Iteration 6F: 3 clusters Score -816019.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -816366.812500 Penalty: 2922.257568
	Iteration 7F: 3 clusters Score -816366.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -816668.312500 Penalty: 2922.257568
	Iteration 8Q: 3 clusters Score -816668.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -816926.562500 Penalty: 2922.257568
	Iteration 9Q: 3 clusters Score -816926.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -817124.500000 Penalty: 2922.257568
	Iteration 10Q: 3 clusters Score -817124.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -817262.125000 Penalty: 2922.257568
	Iteration 11Q: 3 clusters Score -817262.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -817371.875000 Penalty: 2922.257568
	Iteration 12Q: 3 clusters Score -817371.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -817448.812500 Penalty: 2922.257568
	Iteration 13Q: 3 clusters Score -817448.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -817502.875000 Penalty: 2922.257568
	Iteration 14Q: 3 clusters Score -817502.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -817543.125000 Penalty: 2922.257568
	Iteration 15Q: 3 clusters Score -817543.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -817574.750000 Penalty: 2922.257568
	Iteration 16Q: 3 clusters Score -817574.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -817597.437500 Penalty: 2922.257568
	Iteration 17Q: 3 clusters Score -817597.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -817611.000000 Penalty: 2922.257568
	Iteration 18Q: 3 clusters Score -817611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -817622.250000 Penalty: 2922.257568
	Iteration 19Q: 3 clusters Score -817622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -817628.250000 Penalty: 2922.257568
	Iteration 20F: 3 clusters Score -817628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -817636.687500 Penalty: 2922.257568
	Iteration 21Q: 3 clusters Score -817636.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -817644.937500 Penalty: 2922.257568
	Iteration 22Q: 3 clusters Score -817644.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -817650.562500 Penalty: 2922.257568
	Iteration 23Q: 3 clusters Score -817650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -817658.500000 Penalty: 2922.257568
	Iteration 24Q: 3 clusters Score -817658.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -817658.812500 Penalty: 2922.257568
	Iteration 25Q: 3 clusters Score -817658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -817660.562500 Penalty: 2922.257568
	Iteration 26Q: 3 clusters Score -817660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -817660.562500 Penalty: 2922.257568
	Iteration 27Q: 3 clusters Score -817660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -817662.625000 Penalty: 2922.257568
	Iteration 28Q: 3 clusters Score -817662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -817662.625000 Penalty: 2922.257568
	Iteration 29F: 3 clusters Score -817662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -259723.656250 Penalty: 1280.015381
	Iteration 0F: 2 clusters Score -259723.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -257221.078125 Penalty: 2560.030762
	Iteration 0F: 3 clusters Score -257221.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -257801.359375 Penalty: 2560.030762
	Iteration 1F: 3 clusters Score -257801.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -257945.640625 Penalty: 2560.030762
	Iteration 2F: 3 clusters Score -257945.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -258032.406250 Penalty: 2560.030762
	Iteration 3F: 3 clusters Score -258032.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -258079.109375 Penalty: 2560.030762
	Iteration 4Q: 3 clusters Score -258079.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -258105.640625 Penalty: 2560.030762
	Iteration 5Q: 3 clusters Score -258105.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258129.671875 Penalty: 2560.030762
	Iteration 6Q: 3 clusters Score -258129.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -258160.812500 Penalty: 2560.030762
	Iteration 7Q: 3 clusters Score -258160.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -258187.734375 Penalty: 2560.030762
	Iteration 8Q: 3 clusters Score -258187.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -258219.671875 Penalty: 2560.030762
	Iteration 9Q: 3 clusters Score -258219.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -258252.828125 Penalty: 2560.030762
	Iteration 10Q: 3 clusters Score -258252.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -258290.359375 Penalty: 2560.030762
	Iteration 11Q: 3 clusters Score -258290.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -258326.921875 Penalty: 2560.030762
	Iteration 12Q: 3 clusters Score -258326.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258364.578125 Penalty: 2560.030762
	Iteration 13Q: 3 clusters Score -258364.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -258407.562500 Penalty: 2560.030762
	Iteration 14Q: 3 clusters Score -258407.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -258467.078125 Penalty: 2560.030762
	Iteration 15Q: 3 clusters Score -258467.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -258540.234375 Penalty: 2560.030762
	Iteration 16Q: 3 clusters Score -258540.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -258601.015625 Penalty: 2560.030762
	Iteration 17Q: 3 clusters Score -258601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258648.718750 Penalty: 2560.030762
	Iteration 18Q: 3 clusters Score -258648.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -258691.531250 Penalty: 2560.030762
	Iteration 19Q: 3 clusters Score -258691.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -258738.625000 Penalty: 2560.030762
	Iteration 20F: 3 clusters Score -258738.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -258771.531250 Penalty: 2560.030762
	Iteration 21Q: 3 clusters Score -258771.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -258793.531250 Penalty: 2560.030762
	Iteration 22Q: 3 clusters Score -258793.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258810.515625 Penalty: 2560.030762
	Iteration 23Q: 3 clusters Score -258810.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -258834.015625 Penalty: 2560.030762
	Iteration 24Q: 3 clusters Score -258834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258852.843750 Penalty: 2560.030762
	Iteration 25Q: 3 clusters Score -258852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -258868.500000 Penalty: 2560.030762
	Iteration 26Q: 3 clusters Score -258868.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258878.593750 Penalty: 2560.030762
	Iteration 27Q: 3 clusters Score -258878.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -258885.687500 Penalty: 2560.030762
	Iteration 28Q: 3 clusters Score -258885.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258896.109375 Penalty: 2560.030762
	Iteration 29Q: 3 clusters Score -258896.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258905.296875 Penalty: 2560.030762
	Iteration 30Q: 3 clusters Score -258905.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -258917.343750 Penalty: 2560.030762
	Iteration 31Q: 3 clusters Score -258917.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -258930.296875 Penalty: 2560.030762
	Iteration 32Q: 3 clusters Score -258930.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -258951.593750 Penalty: 2560.030762
	Iteration 33Q: 3 clusters Score -258951.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258967.781250 Penalty: 2560.030762
	Iteration 34Q: 3 clusters Score -258967.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -258979.265625 Penalty: 2560.030762
	Iteration 35Q: 3 clusters Score -258979.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -258987.609375 Penalty: 2560.030762
	Iteration 36Q: 3 clusters Score -258987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -258996.203125 Penalty: 2560.030762
	Iteration 37Q: 3 clusters Score -258996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -259001.609375 Penalty: 2560.030762
	Iteration 38Q: 3 clusters Score -259001.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -259004.578125 Penalty: 2560.030762
	Iteration 39Q: 3 clusters Score -259004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -259006.671875 Penalty: 2560.030762
	Iteration 40F: 3 clusters Score -259006.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -259011.578125 Penalty: 2560.030762
	Iteration 41Q: 3 clusters Score -259011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -259016.640625 Penalty: 2560.030762
	Iteration 42Q: 3 clusters Score -259016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -259020.687500 Penalty: 2560.030762
	Iteration 43Q: 3 clusters Score -259020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -259024.062500 Penalty: 2560.030762
	Iteration 44Q: 3 clusters Score -259024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -259026.234375 Penalty: 2560.030762
	Iteration 45Q: 3 clusters Score -259026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -259026.734375 Penalty: 2560.030762
	Iteration 46Q: 3 clusters Score -259026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -259027.734375 Penalty: 2560.030762
	Iteration 47Q: 3 clusters Score -259027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -259028.781250 Penalty: 2560.030762
	Iteration 48Q: 3 clusters Score -259028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259029.203125 Penalty: 2560.030762
	Iteration 49Q: 3 clusters Score -259029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259030.187500 Penalty: 2560.030762
	Iteration 50Q: 3 clusters Score -259030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -259031.203125 Penalty: 2560.030762
	Iteration 51Q: 3 clusters Score -259031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -259033.640625 Penalty: 2560.030762
	Iteration 52Q: 3 clusters Score -259033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -259034.546875 Penalty: 2560.030762
	Iteration 53Q: 3 clusters Score -259034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -259035.500000 Penalty: 2560.030762
	Iteration 54Q: 3 clusters Score -259035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -259036.046875 Penalty: 2560.030762
	Iteration 55Q: 3 clusters Score -259036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -259036.578125 Penalty: 2560.030762
	Iteration 56Q: 3 clusters Score -259036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259037.140625 Penalty: 2560.030762
	Iteration 57Q: 3 clusters Score -259037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259037.140625 Penalty: 2560.030762
	Iteration 58F: 3 clusters Score -259037.1 nChanged 0
--- Evaluating fit on full set of 1671503 points ---
Entering Unmasked Estep 
Score: -164732416.000000 Penalty: 100125.523438
25->44 Clusters: Score -164732416.000000, best is -164804224.000000

Main iterations: 0 (time per=infms)
Total iterations: 61061 (time per=234.936698ms)
Iterations metric 2: 1079002202112.000000 (time per=13.295126ns)
Iterations metric 3: 25896685666304.000000 (time per=553.950027ps)

That took 14345.469727 seconds.
